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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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2022-06-23 10:25:22,018 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]
CUDA available: True
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.1.TC455_06.29190527_0
GPU 0,1: A100-SXM4-40GB
GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
PyTorch: 1.9.0+cu111
PyTorch compiling details: PyTorch built with:
- GCC 7.3
- C++ Version: 201402
- Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
- Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)
- OpenMP 201511 (a.k.a. OpenMP 4.5)
- NNPACK is enabled
- CPU capability usage: AVX2
- CUDA Runtime 11.1
- NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
- CuDNN 8.0.5
- Magma 2.5.2
- Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON,
TorchVision: 0.10.0+cu111
OpenCV: 4.4.0
MMCV: 1.4.1
MMDetection: 2.2.0+11d1c6f
MMDetection Compiler: GCC 9.3
MMDetection CUDA Compiler: 11.1
------------------------------------------------------------
2022-06-23 10:25:22,019 - mmdet - INFO - Distributed training: True
2022-06-23 10:25:22,823 - mmdet - INFO - Config:
optimizer = dict(
type='AdamW',
lr=0.0001,
betas=(0.9, 0.999),
weight_decay=0.05,
constructor='LayerDecayOptimizerConstructor',
paramwise_cfg=dict(
num_layers=12,
layer_decay_rate=0.75,
custom_keys=dict(
bias=dict(decay_multi=0.0),
pos_embed=dict(decay_mult=0.0),
relative_position_bias_table=dict(decay_mult=0.0),
norm=dict(decay_mult=0.0),
rel_pos_h=dict(decay_mult=0.0),
rel_pos_w=dict(decay_mult=0.0))))
optimizer_config = dict(grad_clip=dict(max_norm=35, norm_type=2))
lr_config = dict(
policy='step',
warmup='linear',
warmup_iters=500,
warmup_ratio=0.001,
step=[8, 11])
total_epochs = 12
checkpoint_config = dict(interval=1)
log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])
dist_params = dict(backend='nccl')
log_level = 'INFO'
load_from = None
resume_from = None
workflow = [('train', 1)]
dataset_type = 'DOTADataset'
data_root = '/workspace/CV/users/wangdi153/Dataset/dota_1024/'
img_norm_cfg = dict(
mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)
train_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='LoadDOTASpecialInfo'),
dict(type='Resize', img_scale=(1024, 1024), keep_ratio=True),
dict(type='OBBRandomFlip', h_flip_ratio=0.5, v_flip_ratio=0.5),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(
type='RandomOBBRotate',
rotate_after_flip=True,
angles=(0, 0),
vert_rate=0.5,
vert_cls=['roundabout', 'storage-tank']),
dict(type='Pad', size_divisor=1024),
dict(type='DOTASpecialIgnore', ignore_size=2),
dict(type='FliterEmpty'),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]
test_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(1024, 1024)],
h_flip=False,
v_flip=False,
rotate=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='OBBRandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='RandomOBBRotate', rotate_after_flip=True),
dict(type='Pad', size_divisor=1024),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]
data = dict(
samples_per_gpu=1,
workers_per_gpu=2,
train=dict(
type='DOTADataset',
task='Task1',
ann_file=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/trainval/annfiles/',
img_prefix=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/trainval/images/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='LoadOBBAnnotations',
with_bbox=True,
with_label=True,
obb_as_mask=True),
dict(type='LoadDOTASpecialInfo'),
dict(type='Resize', img_scale=(1024, 1024), keep_ratio=True),
dict(type='OBBRandomFlip', h_flip_ratio=0.5, v_flip_ratio=0.5),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(
type='RandomOBBRotate',
rotate_after_flip=True,
angles=(0, 0),
vert_rate=0.5,
vert_cls=['roundabout', 'storage-tank']),
dict(type='Pad', size_divisor=1024),
dict(type='DOTASpecialIgnore', ignore_size=2),
dict(type='FliterEmpty'),
dict(type='Mask2OBB', obb_type='obb'),
dict(type='OBBDefaultFormatBundle'),
dict(
type='OBBCollect',
keys=['img', 'gt_bboxes', 'gt_obboxes', 'gt_labels'])
]),
test=dict(
type='DOTADataset',
task='Task1',
ann_file=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/test/annfiles/',
img_prefix=
'/workspace/CV/users/wangdi153/Dataset/dota_1024/test/images/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipRotateAug',
img_scale=[(1024, 1024)],
h_flip=False,
v_flip=False,
rotate=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='OBBRandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='RandomOBBRotate', rotate_after_flip=True),
dict(type='Pad', size_divisor=1024),
dict(type='ImageToTensor', keys=['img']),
dict(type='OBBCollect', keys=['img'])
])
]))
evaluation = None
model = dict(
type='OrientedRCNN',
pretrained=
'../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth',
backbone=dict(
type='ViT_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_vit-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15'
gpu_ids = range(0, 1)
2022-06-23 10:25:24,162 - mmdet - INFO - load model from: ../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth
2022-06-23 10:25:25,472 - 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
2022-06-23 10:25:30,765 - mmdet - INFO - Start running, host: root@DGX-124, work_dir: /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15
2022-06-23 10:25:30,765 - mmdet - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) CheckpointHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_epoch:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) DistSamplerSeedHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_iter:
(VERY_HIGH ) StepLrUpdaterHook
(LOW ) IterTimerHook
--------------------
after_train_iter:
(ABOVE_NORMAL) OptimizerHook
(NORMAL ) CheckpointHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
after_train_epoch:
(NORMAL ) CheckpointHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_epoch:
(NORMAL ) DistSamplerSeedHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_epoch:
(VERY_LOW ) TextLoggerHook
--------------------
after_run:
(VERY_LOW ) TextLoggerHook
--------------------
2022-06-23 10:25:30,765 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-06-23 10:25:30,766 - mmdet - INFO - Checkpoints will be saved to /workspace/CV/users/wangdi153/OBBDetection/work_dirs/faster/faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_kvdiff_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15 by HardDiskBackend.
2022-06-23 10:26:06,091 - mmdet - INFO - Epoch [1][50/6400] lr: 2.350e-07, eta: 15:03:37, time: 0.706, data_time: 0.312, memory: 13885, loss_rpn_cls: 0.6750, loss_rpn_bbox: 0.2204, loss_cls: 1.8140, acc: 68.7832, loss_bbox: 0.0251, loss: 2.7345, grad_norm: 15.3257
2022-06-23 10:26:26,558 - mmdet - INFO - Epoch [1][100/6400] lr: 4.723e-07, eta: 11:53:09, time: 0.409, data_time: 0.003, memory: 13885, loss_rpn_cls: 0.4570, loss_rpn_bbox: 0.2223, loss_cls: 0.4488, acc: 96.7715, loss_bbox: 0.0624, loss: 1.1905, grad_norm: 5.9628
2022-06-23 10:26:43,798 - mmdet - INFO - Epoch [1][150/6400] lr: 7.096e-07, eta: 10:21:56, time: 0.345, data_time: 0.003, memory: 13885, loss_rpn_cls: 0.3461, loss_rpn_bbox: 0.2525, loss_cls: 0.2428, acc: 96.3770, loss_bbox: 0.0646, loss: 0.9060, grad_norm: 5.0434
2022-06-23 10:27:00,996 - mmdet - INFO - Epoch [1][200/6400] lr: 9.470e-07, eta: 9:35:56, time: 0.344, data_time: 0.003, memory: 13959, loss_rpn_cls: 0.3231, loss_rpn_bbox: 0.2705, loss_cls: 0.2703, acc: 94.8945, loss_bbox: 0.1246, loss: 0.9885, grad_norm: 5.7703
2022-06-23 10:27:18,146 - mmdet - INFO - Epoch [1][250/6400] lr: 1.184e-06, eta: 9:07:58, time: 0.343, data_time: 0.003, memory: 13959, loss_rpn_cls: 0.2787, loss_rpn_bbox: 0.2398, loss_cls: 0.3352, acc: 94.0664, loss_bbox: 0.2249, loss: 1.0787, grad_norm: 7.9143
2022-06-23 10:27:43,499 - mmdet - INFO - Epoch [1][300/6400] lr: 1.422e-06, eta: 9:24:05, time: 0.507, data_time: 0.003, memory: 13959, loss_rpn_cls: 0.2422, loss_rpn_bbox: 0.2413, loss_cls: 0.3083, acc: 93.8594, loss_bbox: 0.2010, loss: 0.9929, grad_norm: 7.0612
2022-06-23 10:28:10,085 - mmdet - INFO - Epoch [1][350/6400] lr: 1.659e-06, eta: 9:39:58, time: 0.532, data_time: 0.003, memory: 13959, loss_rpn_cls: 0.2225, loss_rpn_bbox: 0.2399, loss_cls: 0.3043, acc: 94.0254, loss_bbox: 0.1981, loss: 0.9648, grad_norm: 6.9753
2022-06-23 10:28:31,649 - mmdet - INFO - Epoch [1][400/6400] lr: 1.896e-06, eta: 9:35:47, time: 0.431, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.2475, loss_rpn_bbox: 0.2561, loss_cls: 0.3635, acc: 92.4492, loss_bbox: 0.2465, loss: 1.1136, grad_norm: 8.3155
2022-06-23 10:28:48,862 - mmdet - INFO - Epoch [1][450/6400] lr: 2.134e-06, eta: 9:20:09, time: 0.344, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.2639, loss_rpn_bbox: 0.2568, loss_cls: 0.2951, acc: 93.4180, loss_bbox: 0.2148, loss: 1.0305, grad_norm: 7.1249
2022-06-23 10:29:06,235 - mmdet - INFO - Epoch [1][500/6400] lr: 2.371e-06, eta: 9:07:59, time: 0.347, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.2238, loss_rpn_bbox: 0.2337, loss_cls: 0.2658, acc: 94.1641, loss_bbox: 0.1893, loss: 0.9126, grad_norm: 6.7408
2022-06-23 10:29:28,917 - mmdet - INFO - Epoch [1][550/6400] lr: 2.376e-06, eta: 9:10:15, time: 0.454, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1659, loss_rpn_bbox: 0.2072, loss_cls: 0.2717, acc: 92.6719, loss_bbox: 0.2604, loss: 0.9051, grad_norm: 6.5242
2022-06-23 10:29:50,357 - mmdet - INFO - Epoch [1][600/6400] lr: 2.376e-06, eta: 9:09:27, time: 0.429, data_time: 0.004, memory: 14020, loss_rpn_cls: 0.2098, loss_rpn_bbox: 0.2292, loss_cls: 0.3132, acc: 92.5273, loss_bbox: 0.2524, loss: 1.0046, grad_norm: 7.1481
2022-06-23 10:30:11,093 - mmdet - INFO - Epoch [1][650/6400] lr: 2.376e-06, eta: 9:07:20, time: 0.415, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1970, loss_rpn_bbox: 0.2504, loss_cls: 0.3528, acc: 90.5566, loss_bbox: 0.2867, loss: 1.0870, grad_norm: 7.8875
2022-06-23 10:30:32,129 - mmdet - INFO - Epoch [1][700/6400] lr: 2.376e-06, eta: 9:06:01, time: 0.421, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1755, loss_rpn_bbox: 0.2212, loss_cls: 0.3073, acc: 91.6074, loss_bbox: 0.3339, loss: 1.0378, grad_norm: 7.7946
2022-06-23 10:30:52,411 - mmdet - INFO - Epoch [1][750/6400] lr: 2.376e-06, eta: 9:03:34, time: 0.406, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1803, loss_rpn_bbox: 0.2189, loss_cls: 0.3320, acc: 91.4336, loss_bbox: 0.2970, loss: 1.0282, grad_norm: 8.0280
2022-06-23 10:31:17,367 - mmdet - INFO - Epoch [1][800/6400] lr: 2.376e-06, eta: 9:08:46, time: 0.499, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1898, loss_rpn_bbox: 0.2364, loss_cls: 0.3624, acc: 90.2988, loss_bbox: 0.2947, loss: 1.0832, grad_norm: 8.2495
2022-06-23 10:31:37,730 - mmdet - INFO - Epoch [1][850/6400] lr: 2.376e-06, eta: 9:06:28, time: 0.407, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1744, loss_rpn_bbox: 0.1956, loss_cls: 0.2997, acc: 92.0938, loss_bbox: 0.2385, loss: 0.9082, grad_norm: 7.5299
2022-06-23 10:32:01,351 - mmdet - INFO - Epoch [1][900/6400] lr: 2.376e-06, eta: 9:08:58, time: 0.472, data_time: 0.003, memory: 14020, loss_rpn_cls: 0.1596, loss_rpn_bbox: 0.1831, loss_cls: 0.2920, acc: 92.4395, loss_bbox: 0.2201, loss: 0.8549, grad_norm: 7.5122
2022-06-23 10:32:23,780 - mmdet - INFO - Epoch [1][950/6400] lr: 2.376e-06, eta: 9:09:35, time: 0.449, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.1639, loss_rpn_bbox: 0.2236, loss_cls: 0.3003, acc: 91.5879, loss_bbox: 0.2575, loss: 0.9453, grad_norm: 7.7422
2022-06-23 10:32:41,077 - mmdet - INFO - Epoch [1][1000/6400] lr: 2.376e-06, eta: 9:03:36, time: 0.346, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.1208, loss_rpn_bbox: 0.1427, loss_cls: 0.2914, acc: 92.1367, loss_bbox: 0.2487, loss: 0.8036, grad_norm: 7.8314
2022-06-23 10:33:05,353 - mmdet - INFO - Epoch [1][1050/6400] lr: 2.376e-06, eta: 9:06:34, time: 0.485, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.1355, loss_rpn_bbox: 0.1600, loss_cls: 0.2577, acc: 92.6816, loss_bbox: 0.2380, loss: 0.7912, grad_norm: 7.6119
2022-06-23 10:33:30,420 - mmdet - INFO - Epoch [1][1100/6400] lr: 2.376e-06, eta: 9:10:08, time: 0.501, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1254, loss_rpn_bbox: 0.2071, loss_cls: 0.3010, acc: 91.3848, loss_bbox: 0.2948, loss: 0.9283, grad_norm: 9.1620
2022-06-23 10:33:47,938 - mmdet - INFO - Epoch [1][1150/6400] lr: 2.376e-06, eta: 9:05:04, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1515, loss_rpn_bbox: 0.1626, loss_cls: 0.2478, acc: 92.6543, loss_bbox: 0.1828, loss: 0.7446, grad_norm: 7.5805
2022-06-23 10:34:10,256 - mmdet - INFO - Epoch [1][1200/6400] lr: 2.376e-06, eta: 9:05:27, time: 0.446, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.1414, loss_rpn_bbox: 0.1588, loss_cls: 0.2484, acc: 92.4668, loss_bbox: 0.2131, loss: 0.7616, grad_norm: 7.8376
2022-06-23 10:34:30,387 - mmdet - INFO - Epoch [1][1250/6400] lr: 2.376e-06, eta: 9:03:34, time: 0.403, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.1303, loss_rpn_bbox: 0.1692, loss_cls: 0.3048, acc: 90.4355, loss_bbox: 0.2759, loss: 0.8802, grad_norm: 8.2275
2022-06-23 10:34:52,955 - mmdet - INFO - Epoch [1][1300/6400] lr: 2.376e-06, eta: 9:04:09, time: 0.451, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1090, loss_rpn_bbox: 0.1524, loss_cls: 0.2800, acc: 91.6035, loss_bbox: 0.2392, loss: 0.7807, grad_norm: 8.1624
2022-06-23 10:35:21,629 - mmdet - INFO - Epoch [1][1350/6400] lr: 2.376e-06, eta: 9:10:21, time: 0.573, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.1392, loss_cls: 0.3142, acc: 91.1855, loss_bbox: 0.2125, loss: 0.7910, grad_norm: 8.0241
2022-06-23 10:35:50,034 - mmdet - INFO - Epoch [1][1400/6400] lr: 2.376e-06, eta: 9:15:51, time: 0.568, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1033, loss_rpn_bbox: 0.1326, loss_cls: 0.2272, acc: 92.7305, loss_bbox: 0.2196, loss: 0.6826, grad_norm: 7.5690
2022-06-23 10:36:07,227 - mmdet - INFO - Epoch [1][1450/6400] lr: 2.376e-06, eta: 9:11:13, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1192, loss_rpn_bbox: 0.1465, loss_cls: 0.2319, acc: 93.1172, loss_bbox: 0.2157, loss: 0.7134, grad_norm: 7.4970
2022-06-23 10:36:27,862 - mmdet - INFO - Epoch [1][1500/6400] lr: 2.376e-06, eta: 9:09:45, time: 0.413, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1013, loss_rpn_bbox: 0.1660, loss_cls: 0.2893, acc: 91.0039, loss_bbox: 0.2403, loss: 0.7970, grad_norm: 9.2434
2022-06-23 10:36:51,809 - mmdet - INFO - Epoch [1][1550/6400] lr: 2.376e-06, eta: 9:11:02, time: 0.479, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1267, loss_rpn_bbox: 0.1416, loss_cls: 0.2764, acc: 91.5156, loss_bbox: 0.2200, loss: 0.7647, grad_norm: 9.0077
2022-06-23 10:37:11,866 - mmdet - INFO - Epoch [1][1600/6400] lr: 2.376e-06, eta: 9:09:11, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1223, loss_rpn_bbox: 0.1375, loss_cls: 0.2676, acc: 92.0527, loss_bbox: 0.1957, loss: 0.7231, grad_norm: 7.8964
2022-06-23 10:37:29,209 - mmdet - INFO - Epoch [1][1650/6400] lr: 2.376e-06, eta: 9:05:21, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1133, loss_rpn_bbox: 0.1527, loss_cls: 0.2630, acc: 91.7070, loss_bbox: 0.1965, loss: 0.7254, grad_norm: 8.1132
2022-06-23 10:37:51,805 - mmdet - INFO - Epoch [1][1700/6400] lr: 2.376e-06, eta: 9:05:36, time: 0.452, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1093, loss_rpn_bbox: 0.1897, loss_cls: 0.2719, acc: 91.0410, loss_bbox: 0.2414, loss: 0.8123, grad_norm: 9.1235
2022-06-23 10:38:14,982 - mmdet - INFO - Epoch [1][1750/6400] lr: 2.376e-06, eta: 9:06:13, time: 0.464, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1257, loss_rpn_bbox: 0.1538, loss_cls: 0.2806, acc: 91.5312, loss_bbox: 0.2368, loss: 0.7968, grad_norm: 9.1461
2022-06-23 10:38:34,868 - mmdet - INFO - Epoch [1][1800/6400] lr: 2.376e-06, eta: 9:04:30, time: 0.398, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1246, loss_rpn_bbox: 0.1970, loss_cls: 0.2600, acc: 91.0605, loss_bbox: 0.2577, loss: 0.8394, grad_norm: 9.7726
2022-06-23 10:38:52,281 - mmdet - INFO - Epoch [1][1850/6400] lr: 2.376e-06, eta: 9:01:11, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.1238, loss_cls: 0.2417, acc: 92.3008, loss_bbox: 0.2165, loss: 0.6649, grad_norm: 7.7912
2022-06-23 10:39:17,726 - mmdet - INFO - Epoch [1][1900/6400] lr: 2.376e-06, eta: 9:03:19, time: 0.509, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0965, loss_rpn_bbox: 0.1831, loss_cls: 0.2916, acc: 90.5156, loss_bbox: 0.2386, loss: 0.8098, grad_norm: 9.5106
2022-06-23 10:39:37,686 - mmdet - INFO - Epoch [1][1950/6400] lr: 2.376e-06, eta: 9:01:48, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0931, loss_rpn_bbox: 0.1087, loss_cls: 0.2204, acc: 92.9062, loss_bbox: 0.1887, loss: 0.6108, grad_norm: 8.3125
2022-06-23 10:39:55,336 - mmdet - INFO - Epoch [1][2000/6400] lr: 2.376e-06, eta: 8:58:54, time: 0.353, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1001, loss_rpn_bbox: 0.1252, loss_cls: 0.2331, acc: 92.4902, loss_bbox: 0.1976, loss: 0.6560, grad_norm: 7.7518
2022-06-23 10:40:17,900 - mmdet - INFO - Epoch [1][2050/6400] lr: 2.376e-06, eta: 8:59:07, time: 0.451, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0985, loss_rpn_bbox: 0.1381, loss_cls: 0.2221, acc: 92.7734, loss_bbox: 0.2027, loss: 0.6615, grad_norm: 7.7696
2022-06-23 10:40:42,526 - mmdet - INFO - Epoch [1][2100/6400] lr: 2.376e-06, eta: 9:00:32, time: 0.493, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0972, loss_rpn_bbox: 0.1404, loss_cls: 0.2619, acc: 91.8105, loss_bbox: 0.2201, loss: 0.7196, grad_norm: 8.2377
2022-06-23 10:41:00,042 - mmdet - INFO - Epoch [1][2150/6400] lr: 2.376e-06, eta: 8:57:44, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0814, loss_rpn_bbox: 0.1299, loss_cls: 0.2509, acc: 92.1914, loss_bbox: 0.2388, loss: 0.7011, grad_norm: 7.9529
2022-06-23 10:41:21,113 - mmdet - INFO - Epoch [1][2200/6400] lr: 2.376e-06, eta: 8:57:04, time: 0.421, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0848, loss_rpn_bbox: 0.1279, loss_cls: 0.2406, acc: 92.0195, loss_bbox: 0.2253, loss: 0.6787, grad_norm: 8.2060
2022-06-23 10:41:47,649 - mmdet - INFO - Epoch [1][2250/6400] lr: 2.376e-06, eta: 8:59:26, time: 0.531, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0810, loss_rpn_bbox: 0.1518, loss_cls: 0.2600, acc: 90.9766, loss_bbox: 0.2357, loss: 0.7284, grad_norm: 8.4990
2022-06-23 10:42:08,161 - mmdet - INFO - Epoch [1][2300/6400] lr: 2.376e-06, eta: 8:58:26, time: 0.410, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.1031, loss_rpn_bbox: 0.1517, loss_cls: 0.2403, acc: 92.1523, loss_bbox: 0.2225, loss: 0.7176, grad_norm: 7.9880
2022-06-23 10:42:30,619 - mmdet - INFO - Epoch [1][2350/6400] lr: 2.376e-06, eta: 8:58:29, time: 0.449, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0887, loss_rpn_bbox: 0.1234, loss_cls: 0.2334, acc: 92.8125, loss_bbox: 0.1846, loss: 0.6301, grad_norm: 7.6873
2022-06-23 10:42:55,975 - mmdet - INFO - Epoch [1][2400/6400] lr: 2.376e-06, eta: 9:00:00, time: 0.507, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0831, loss_rpn_bbox: 0.1557, loss_cls: 0.2612, acc: 91.3105, loss_bbox: 0.2171, loss: 0.7171, grad_norm: 8.0996
2022-06-23 10:43:26,092 - mmdet - INFO - Epoch [1][2450/6400] lr: 2.376e-06, eta: 9:03:52, time: 0.602, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0894, loss_rpn_bbox: 0.1424, loss_cls: 0.2388, acc: 91.6641, loss_bbox: 0.2025, loss: 0.6732, grad_norm: 8.5865
2022-06-23 10:43:51,644 - mmdet - INFO - Epoch [1][2500/6400] lr: 2.376e-06, eta: 9:05:17, time: 0.511, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0856, loss_rpn_bbox: 0.1410, loss_cls: 0.2714, acc: 91.5332, loss_bbox: 0.2105, loss: 0.7086, grad_norm: 8.7779
2022-06-23 10:44:15,565 - mmdet - INFO - Epoch [1][2550/6400] lr: 2.376e-06, eta: 9:05:51, time: 0.478, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.1314, loss_cls: 0.2875, acc: 90.7793, loss_bbox: 0.2292, loss: 0.7186, grad_norm: 9.0637
2022-06-23 10:44:39,715 - mmdet - INFO - Epoch [1][2600/6400] lr: 2.376e-06, eta: 9:06:28, time: 0.483, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0782, loss_rpn_bbox: 0.1345, loss_cls: 0.2539, acc: 91.6992, loss_bbox: 0.2239, loss: 0.6906, grad_norm: 8.9676
2022-06-23 10:45:03,274 - mmdet - INFO - Epoch [1][2650/6400] lr: 2.376e-06, eta: 9:06:47, time: 0.471, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0871, loss_rpn_bbox: 0.1411, loss_cls: 0.2690, acc: 91.4492, loss_bbox: 0.2168, loss: 0.7140, grad_norm: 8.4245
2022-06-23 10:45:23,432 - mmdet - INFO - Epoch [1][2700/6400] lr: 2.376e-06, eta: 9:05:31, time: 0.403, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.1465, loss_cls: 0.2359, acc: 92.2402, loss_bbox: 0.2127, loss: 0.6589, grad_norm: 8.3838
2022-06-23 10:45:44,590 - mmdet - INFO - Epoch [1][2750/6400] lr: 2.376e-06, eta: 9:04:44, time: 0.423, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.1265, loss_cls: 0.2804, acc: 90.5918, loss_bbox: 0.2464, loss: 0.7334, grad_norm: 8.5723
2022-06-23 10:46:05,415 - mmdet - INFO - Epoch [1][2800/6400] lr: 2.376e-06, eta: 9:03:49, time: 0.416, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.1504, loss_cls: 0.2497, acc: 91.6191, loss_bbox: 0.2186, loss: 0.6922, grad_norm: 9.1364
2022-06-23 10:46:22,965 - mmdet - INFO - Epoch [1][2850/6400] lr: 2.376e-06, eta: 9:01:30, time: 0.351, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0727, loss_rpn_bbox: 0.1354, loss_cls: 0.2271, acc: 91.8594, loss_bbox: 0.2303, loss: 0.6655, grad_norm: 8.8242
2022-06-23 10:46:40,403 - mmdet - INFO - Epoch [1][2900/6400] lr: 2.376e-06, eta: 8:59:13, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.1065, loss_cls: 0.2192, acc: 92.5410, loss_bbox: 0.1947, loss: 0.6033, grad_norm: 8.4172
2022-06-23 10:47:03,208 - mmdet - INFO - Epoch [1][2950/6400] lr: 2.376e-06, eta: 8:59:14, time: 0.456, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0877, loss_rpn_bbox: 0.1366, loss_cls: 0.2679, acc: 91.2500, loss_bbox: 0.2444, loss: 0.7365, grad_norm: 8.7992
2022-06-23 10:47:33,252 - mmdet - INFO - Epoch [1][3000/6400] lr: 2.376e-06, eta: 9:02:12, time: 0.601, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0722, loss_rpn_bbox: 0.1519, loss_cls: 0.2238, acc: 92.0996, loss_bbox: 0.2214, loss: 0.6693, grad_norm: 8.9504
2022-06-23 10:47:53,251 - mmdet - INFO - Epoch [1][3050/6400] lr: 2.376e-06, eta: 9:01:01, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.1195, loss_cls: 0.2517, acc: 91.6699, loss_bbox: 0.2043, loss: 0.6700, grad_norm: 8.4636
2022-06-23 10:48:10,545 - mmdet - INFO - Epoch [1][3100/6400] lr: 2.376e-06, eta: 8:58:47, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0967, loss_cls: 0.2142, acc: 92.9219, loss_bbox: 0.1794, loss: 0.5659, grad_norm: 7.3353
2022-06-23 10:48:34,137 - mmdet - INFO - Epoch [1][3150/6400] lr: 2.376e-06, eta: 8:59:04, time: 0.472, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.1049, loss_cls: 0.2144, acc: 92.5527, loss_bbox: 0.1853, loss: 0.5714, grad_norm: 7.8786
2022-06-23 10:48:53,921 - mmdet - INFO - Epoch [1][3200/6400] lr: 2.376e-06, eta: 8:57:52, time: 0.396, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.1172, loss_cls: 0.2327, acc: 92.1934, loss_bbox: 0.2058, loss: 0.6214, grad_norm: 7.7695
2022-06-23 10:49:13,886 - mmdet - INFO - Epoch [1][3250/6400] lr: 2.376e-06, eta: 8:56:45, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0909, loss_rpn_bbox: 0.1205, loss_cls: 0.2338, acc: 92.1602, loss_bbox: 0.1963, loss: 0.6415, grad_norm: 9.0801
2022-06-23 10:49:34,986 - mmdet - INFO - Epoch [1][3300/6400] lr: 2.376e-06, eta: 8:56:06, time: 0.422, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.1227, loss_cls: 0.2253, acc: 92.1328, loss_bbox: 0.2118, loss: 0.6316, grad_norm: 8.0311
2022-06-23 10:49:59,110 - mmdet - INFO - Epoch [1][3350/6400] lr: 2.376e-06, eta: 8:56:33, time: 0.483, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.1270, loss_cls: 0.2401, acc: 91.5684, loss_bbox: 0.2062, loss: 0.6376, grad_norm: 7.7653
2022-06-23 10:50:20,532 - mmdet - INFO - Epoch [1][3400/6400] lr: 2.376e-06, eta: 8:56:01, time: 0.428, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.1144, loss_cls: 0.2381, acc: 91.7148, loss_bbox: 0.1693, loss: 0.5923, grad_norm: 8.4049
2022-06-23 10:50:48,056 - mmdet - INFO - Epoch [1][3450/6400] lr: 2.376e-06, eta: 8:57:38, time: 0.550, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0921, loss_rpn_bbox: 0.0959, loss_cls: 0.2081, acc: 92.9785, loss_bbox: 0.1599, loss: 0.5560, grad_norm: 7.2676
2022-06-23 10:51:08,903 - mmdet - INFO - Epoch [1][3500/6400] lr: 2.376e-06, eta: 8:56:52, time: 0.417, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0704, loss_rpn_bbox: 0.1113, loss_cls: 0.2374, acc: 91.8008, loss_bbox: 0.2089, loss: 0.6280, grad_norm: 7.8907
2022-06-23 10:51:28,492 - mmdet - INFO - Epoch [1][3550/6400] lr: 2.376e-06, eta: 8:55:41, time: 0.392, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.1028, loss_cls: 0.2416, acc: 91.2676, loss_bbox: 0.1938, loss: 0.6038, grad_norm: 8.0880
2022-06-23 10:51:49,555 - mmdet - INFO - Epoch [1][3600/6400] lr: 2.376e-06, eta: 8:55:01, time: 0.421, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.1180, loss_cls: 0.2325, acc: 92.1211, loss_bbox: 0.2139, loss: 0.6238, grad_norm: 8.4048
2022-06-23 10:52:07,192 - mmdet - INFO - Epoch [1][3650/6400] lr: 2.376e-06, eta: 8:53:13, time: 0.353, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0727, loss_rpn_bbox: 0.1128, loss_cls: 0.2085, acc: 92.7949, loss_bbox: 0.1888, loss: 0.5827, grad_norm: 7.7144
2022-06-23 10:52:29,978 - mmdet - INFO - Epoch [1][3700/6400] lr: 2.376e-06, eta: 8:53:10, time: 0.456, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0914, loss_rpn_bbox: 0.1433, loss_cls: 0.2294, acc: 92.1094, loss_bbox: 0.1935, loss: 0.6575, grad_norm: 8.7295
2022-06-23 10:52:56,800 - mmdet - INFO - Epoch [1][3750/6400] lr: 2.376e-06, eta: 8:54:24, time: 0.536, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.1225, loss_cls: 0.2340, acc: 91.5293, loss_bbox: 0.2084, loss: 0.6273, grad_norm: 9.0794
2022-06-23 10:53:16,630 - mmdet - INFO - Epoch [1][3800/6400] lr: 2.376e-06, eta: 8:53:21, time: 0.397, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.1304, loss_cls: 0.2536, acc: 91.3184, loss_bbox: 0.1925, loss: 0.6392, grad_norm: 10.0259
2022-06-23 10:53:36,900 - mmdet - INFO - Epoch [1][3850/6400] lr: 2.376e-06, eta: 8:52:28, time: 0.405, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.1152, loss_cls: 0.2421, acc: 91.6660, loss_bbox: 0.1905, loss: 0.6168, grad_norm: 8.6890
2022-06-23 10:53:57,180 - mmdet - INFO - Epoch [1][3900/6400] lr: 2.376e-06, eta: 8:51:36, time: 0.406, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0961, loss_cls: 0.2170, acc: 92.7207, loss_bbox: 0.1740, loss: 0.5678, grad_norm: 7.5136
2022-06-23 10:54:14,586 - mmdet - INFO - Epoch [1][3950/6400] lr: 2.376e-06, eta: 8:49:52, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0788, loss_rpn_bbox: 0.1446, loss_cls: 0.2501, acc: 91.0957, loss_bbox: 0.2123, loss: 0.6858, grad_norm: 8.7342
2022-06-23 10:54:40,202 - mmdet - INFO - Epoch [1][4000/6400] lr: 2.376e-06, eta: 8:50:39, time: 0.512, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.1112, loss_cls: 0.2065, acc: 92.2461, loss_bbox: 0.1847, loss: 0.5616, grad_norm: 8.2713
2022-06-23 10:54:57,773 - mmdet - INFO - Epoch [1][4050/6400] lr: 2.376e-06, eta: 8:49:00, time: 0.351, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0707, loss_rpn_bbox: 0.1473, loss_cls: 0.2406, acc: 91.2363, loss_bbox: 0.2154, loss: 0.6741, grad_norm: 9.8129
2022-06-23 10:55:15,309 - mmdet - INFO - Epoch [1][4100/6400] lr: 2.376e-06, eta: 8:47:22, time: 0.351, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0771, loss_rpn_bbox: 0.1227, loss_cls: 0.2268, acc: 92.0332, loss_bbox: 0.2068, loss: 0.6334, grad_norm: 8.6689
2022-06-23 10:55:32,855 - mmdet - INFO - Epoch [1][4150/6400] lr: 2.376e-06, eta: 8:45:47, time: 0.351, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.1063, loss_cls: 0.2288, acc: 91.4082, loss_bbox: 0.2112, loss: 0.6051, grad_norm: 8.0965
2022-06-23 10:55:50,265 - mmdet - INFO - Epoch [1][4200/6400] lr: 2.376e-06, eta: 8:44:10, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.1141, loss_cls: 0.2371, acc: 91.8125, loss_bbox: 0.2128, loss: 0.6186, grad_norm: 9.0447
2022-06-23 10:56:07,746 - mmdet - INFO - Epoch [1][4250/6400] lr: 2.376e-06, eta: 8:42:37, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.1157, loss_cls: 0.2199, acc: 92.2930, loss_bbox: 0.2090, loss: 0.5980, grad_norm: 7.7286
2022-06-23 10:56:25,268 - mmdet - INFO - Epoch [1][4300/6400] lr: 2.376e-06, eta: 8:41:07, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.1056, loss_cls: 0.1963, acc: 92.8945, loss_bbox: 0.2109, loss: 0.5701, grad_norm: 8.2934
2022-06-23 10:56:49,183 - mmdet - INFO - Epoch [1][4350/6400] lr: 2.376e-06, eta: 8:41:24, time: 0.478, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0978, loss_cls: 0.2383, acc: 91.2363, loss_bbox: 0.1983, loss: 0.5921, grad_norm: 8.2560
2022-06-23 10:57:06,543 - mmdet - INFO - Epoch [1][4400/6400] lr: 2.376e-06, eta: 8:39:53, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0967, loss_cls: 0.2067, acc: 92.4219, loss_bbox: 0.1749, loss: 0.5378, grad_norm: 7.5090
2022-06-23 10:57:26,687 - mmdet - INFO - Epoch [1][4450/6400] lr: 2.376e-06, eta: 8:39:09, time: 0.403, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0933, loss_cls: 0.2326, acc: 91.7754, loss_bbox: 0.1711, loss: 0.5582, grad_norm: 8.1631
2022-06-23 10:57:49,886 - mmdet - INFO - Epoch [1][4500/6400] lr: 2.376e-06, eta: 8:39:14, time: 0.464, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0837, loss_cls: 0.2046, acc: 92.8359, loss_bbox: 0.1765, loss: 0.5352, grad_norm: 8.0944
2022-06-23 10:58:07,286 - mmdet - INFO - Epoch [1][4550/6400] lr: 2.376e-06, eta: 8:37:47, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.1011, loss_cls: 0.2066, acc: 92.9902, loss_bbox: 0.1825, loss: 0.5479, grad_norm: 7.7641
2022-06-23 10:58:35,916 - mmdet - INFO - Epoch [1][4600/6400] lr: 2.376e-06, eta: 8:39:17, time: 0.573, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0779, loss_rpn_bbox: 0.1168, loss_cls: 0.2198, acc: 92.5801, loss_bbox: 0.1965, loss: 0.6109, grad_norm: 8.8327
2022-06-23 10:58:53,330 - mmdet - INFO - Epoch [1][4650/6400] lr: 2.376e-06, eta: 8:37:51, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0736, loss_cls: 0.1970, acc: 93.5098, loss_bbox: 0.1675, loss: 0.5002, grad_norm: 8.3662
2022-06-23 10:59:17,995 - mmdet - INFO - Epoch [1][4700/6400] lr: 2.376e-06, eta: 8:38:18, time: 0.493, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0721, loss_rpn_bbox: 0.1120, loss_cls: 0.2230, acc: 92.1758, loss_bbox: 0.2183, loss: 0.6254, grad_norm: 7.9015
2022-06-23 10:59:40,879 - mmdet - INFO - Epoch [1][4750/6400] lr: 2.376e-06, eta: 8:38:16, time: 0.458, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.1038, loss_cls: 0.2366, acc: 91.5957, loss_bbox: 0.1962, loss: 0.5926, grad_norm: 7.7329
2022-06-23 11:00:06,474 - mmdet - INFO - Epoch [1][4800/6400] lr: 2.376e-06, eta: 8:38:55, time: 0.512, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0768, loss_rpn_bbox: 0.1360, loss_cls: 0.2536, acc: 90.7578, loss_bbox: 0.2139, loss: 0.6803, grad_norm: 9.1083
2022-06-23 11:00:31,525 - mmdet - INFO - Epoch [1][4850/6400] lr: 2.376e-06, eta: 8:39:24, time: 0.501, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.1021, loss_cls: 0.2138, acc: 92.1543, loss_bbox: 0.1978, loss: 0.5687, grad_norm: 7.9427
2022-06-23 11:00:48,926 - mmdet - INFO - Epoch [1][4900/6400] lr: 2.376e-06, eta: 8:38:00, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0871, loss_cls: 0.2197, acc: 92.2188, loss_bbox: 0.1725, loss: 0.5353, grad_norm: 8.6264
2022-06-23 11:01:08,856 - mmdet - INFO - Epoch [1][4950/6400] lr: 2.376e-06, eta: 8:37:14, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0731, loss_rpn_bbox: 0.1169, loss_cls: 0.2276, acc: 91.5957, loss_bbox: 0.1881, loss: 0.6056, grad_norm: 8.6932
2022-06-23 11:01:29,564 - mmdet - INFO - Epoch [1][5000/6400] lr: 2.376e-06, eta: 8:36:39, time: 0.414, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0952, loss_cls: 0.2013, acc: 92.7969, loss_bbox: 0.1821, loss: 0.5314, grad_norm: 7.5720
2022-06-23 11:01:50,164 - mmdet - INFO - Epoch [1][5050/6400] lr: 2.376e-06, eta: 8:36:04, time: 0.412, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.1115, loss_cls: 0.2421, acc: 91.2109, loss_bbox: 0.1905, loss: 0.5943, grad_norm: 8.5997
2022-06-23 11:02:10,404 - mmdet - INFO - Epoch [1][5100/6400] lr: 2.376e-06, eta: 8:35:23, time: 0.405, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.1185, loss_cls: 0.2134, acc: 91.9160, loss_bbox: 0.2218, loss: 0.5999, grad_norm: 7.8017
2022-06-23 11:02:37,212 - mmdet - INFO - Epoch [1][5150/6400] lr: 2.376e-06, eta: 8:36:15, time: 0.536, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.1395, loss_cls: 0.2093, acc: 92.4941, loss_bbox: 0.1936, loss: 0.5954, grad_norm: 7.8921
2022-06-23 11:02:54,602 - mmdet - INFO - Epoch [1][5200/6400] lr: 2.376e-06, eta: 8:34:55, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0979, loss_cls: 0.1952, acc: 92.6934, loss_bbox: 0.2199, loss: 0.5637, grad_norm: 7.9715
2022-06-23 11:03:11,911 - mmdet - INFO - Epoch [1][5250/6400] lr: 2.376e-06, eta: 8:33:35, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.1067, loss_cls: 0.2283, acc: 91.5195, loss_bbox: 0.1932, loss: 0.5875, grad_norm: 7.9879
2022-06-23 11:03:29,215 - mmdet - INFO - Epoch [1][5300/6400] lr: 2.376e-06, eta: 8:32:17, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0874, loss_cls: 0.2149, acc: 92.1152, loss_bbox: 0.1960, loss: 0.5447, grad_norm: 8.1136
2022-06-23 11:03:50,000 - mmdet - INFO - Epoch [1][5350/6400] lr: 2.376e-06, eta: 8:31:46, time: 0.416, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0718, loss_cls: 0.2052, acc: 92.8535, loss_bbox: 0.1802, loss: 0.5096, grad_norm: 7.7448
2022-06-23 11:04:14,482 - mmdet - INFO - Epoch [1][5400/6400] lr: 2.376e-06, eta: 8:32:04, time: 0.490, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0875, loss_cls: 0.2046, acc: 92.2930, loss_bbox: 0.1651, loss: 0.5023, grad_norm: 7.8364
2022-06-23 11:04:39,290 - mmdet - INFO - Epoch [1][5450/6400] lr: 2.376e-06, eta: 8:32:25, time: 0.496, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0752, loss_cls: 0.1734, acc: 93.8555, loss_bbox: 0.1688, loss: 0.4663, grad_norm: 6.7533
2022-06-23 11:04:56,781 - mmdet - INFO - Epoch [1][5500/6400] lr: 2.376e-06, eta: 8:31:11, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.1018, loss_cls: 0.2260, acc: 91.9805, loss_bbox: 0.1777, loss: 0.5645, grad_norm: 9.2708
2022-06-23 11:05:16,509 - mmdet - INFO - Epoch [1][5550/6400] lr: 2.376e-06, eta: 8:30:27, time: 0.395, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0970, loss_cls: 0.2051, acc: 92.8848, loss_bbox: 0.1824, loss: 0.5299, grad_norm: 8.1603
2022-06-23 11:05:37,370 - mmdet - INFO - Epoch [1][5600/6400] lr: 2.376e-06, eta: 8:29:57, time: 0.417, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.1289, loss_cls: 0.1861, acc: 93.1094, loss_bbox: 0.1733, loss: 0.5430, grad_norm: 8.1667
2022-06-23 11:05:57,483 - mmdet - INFO - Epoch [1][5650/6400] lr: 2.376e-06, eta: 8:29:19, time: 0.402, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.1148, loss_cls: 0.2156, acc: 91.9336, loss_bbox: 0.2121, loss: 0.5929, grad_norm: 8.5963
2022-06-23 11:06:17,328 - mmdet - INFO - Epoch [1][5700/6400] lr: 2.376e-06, eta: 8:28:37, time: 0.397, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0900, loss_cls: 0.2138, acc: 92.1797, loss_bbox: 0.1955, loss: 0.5604, grad_norm: 8.2698
2022-06-23 11:06:34,660 - mmdet - INFO - Epoch [1][5750/6400] lr: 2.376e-06, eta: 8:27:24, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.1017, loss_cls: 0.2196, acc: 92.1035, loss_bbox: 0.1969, loss: 0.5744, grad_norm: 8.2584
2022-06-23 11:06:58,556 - mmdet - INFO - Epoch [1][5800/6400] lr: 2.376e-06, eta: 8:27:33, time: 0.478, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0964, loss_cls: 0.2015, acc: 92.7695, loss_bbox: 0.1917, loss: 0.5429, grad_norm: 8.0855
2022-06-23 11:07:15,864 - mmdet - INFO - Epoch [1][5850/6400] lr: 2.376e-06, eta: 8:26:22, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0915, loss_cls: 0.2114, acc: 92.0254, loss_bbox: 0.1774, loss: 0.5253, grad_norm: 8.7100
2022-06-23 11:07:44,153 - mmdet - INFO - Epoch [1][5900/6400] lr: 2.376e-06, eta: 8:27:23, time: 0.566, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.1110, loss_cls: 0.2177, acc: 92.2109, loss_bbox: 0.1701, loss: 0.5516, grad_norm: 8.2656
2022-06-23 11:08:09,354 - mmdet - INFO - Epoch [1][5950/6400] lr: 2.376e-06, eta: 8:27:46, time: 0.504, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.1224, loss_cls: 0.1965, acc: 92.5273, loss_bbox: 0.1986, loss: 0.5755, grad_norm: 9.8835
2022-06-23 11:08:28,984 - mmdet - INFO - Epoch [1][6000/6400] lr: 2.376e-06, eta: 8:27:02, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0775, loss_cls: 0.1638, acc: 93.6934, loss_bbox: 0.1564, loss: 0.4378, grad_norm: 6.8174
2022-06-23 11:08:51,819 - mmdet - INFO - Epoch [1][6050/6400] lr: 2.376e-06, eta: 8:26:56, time: 0.457, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0941, loss_cls: 0.2165, acc: 91.6797, loss_bbox: 0.1720, loss: 0.5279, grad_norm: 7.6893
2022-06-23 11:09:14,754 - mmdet - INFO - Epoch [1][6100/6400] lr: 2.376e-06, eta: 8:26:52, time: 0.459, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0828, loss_cls: 0.1898, acc: 93.1230, loss_bbox: 0.1641, loss: 0.4929, grad_norm: 6.9854
2022-06-23 11:09:43,181 - mmdet - INFO - Epoch [1][6150/6400] lr: 2.376e-06, eta: 8:27:50, time: 0.569, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.1074, loss_cls: 0.2175, acc: 92.3320, loss_bbox: 0.1975, loss: 0.5855, grad_norm: 8.4335
2022-06-23 11:10:02,858 - mmdet - INFO - Epoch [1][6200/6400] lr: 2.376e-06, eta: 8:27:07, time: 0.394, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.1045, loss_cls: 0.2272, acc: 91.8418, loss_bbox: 0.2104, loss: 0.5914, grad_norm: 8.3503
2022-06-23 11:10:30,816 - mmdet - INFO - Epoch [1][6250/6400] lr: 2.376e-06, eta: 8:27:57, time: 0.559, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.1026, loss_cls: 0.1835, acc: 93.1309, loss_bbox: 0.1784, loss: 0.5178, grad_norm: 7.3736
2022-06-23 11:10:48,217 - mmdet - INFO - Epoch [1][6300/6400] lr: 2.376e-06, eta: 8:26:49, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0754, loss_cls: 0.1920, acc: 92.7715, loss_bbox: 0.1588, loss: 0.4651, grad_norm: 6.5663
2022-06-23 11:11:08,998 - mmdet - INFO - Epoch [1][6350/6400] lr: 2.376e-06, eta: 8:26:18, time: 0.416, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0925, loss_cls: 0.1866, acc: 93.0605, loss_bbox: 0.1698, loss: 0.4990, grad_norm: 8.2869
2022-06-23 11:11:29,549 - mmdet - INFO - Epoch [1][6400/6400] lr: 2.376e-06, eta: 8:25:46, time: 0.411, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.1199, loss_cls: 0.2244, acc: 91.6367, loss_bbox: 0.1929, loss: 0.5932, grad_norm: 8.9369
2022-06-23 11:11:29,927 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-06-23 11:12:04,502 - mmdet - INFO - Epoch [2][50/6400] lr: 2.376e-06, eta: 8:27:23, time: 0.648, data_time: 0.306, memory: 14053, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.1072, loss_cls: 0.2208, acc: 91.5684, loss_bbox: 0.1951, loss: 0.5684, grad_norm: 7.7880
2022-06-23 11:12:21,759 - mmdet - INFO - Epoch [2][100/6400] lr: 2.376e-06, eta: 8:26:14, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0998, loss_cls: 0.2280, acc: 91.1758, loss_bbox: 0.1961, loss: 0.5674, grad_norm: 9.1226
2022-06-23 11:12:41,606 - mmdet - INFO - Epoch [2][150/6400] lr: 2.376e-06, eta: 8:25:33, time: 0.397, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0976, loss_cls: 0.1833, acc: 93.1953, loss_bbox: 0.1712, loss: 0.5169, grad_norm: 8.5786
2022-06-23 11:13:12,074 - mmdet - INFO - Epoch [2][200/6400] lr: 2.376e-06, eta: 8:26:46, time: 0.609, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0987, loss_cls: 0.1994, acc: 92.5605, loss_bbox: 0.1715, loss: 0.5161, grad_norm: 7.7092
2022-06-23 11:13:29,280 - mmdet - INFO - Epoch [2][250/6400] lr: 2.376e-06, eta: 8:25:37, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.1104, loss_cls: 0.2020, acc: 92.4336, loss_bbox: 0.1922, loss: 0.5575, grad_norm: 8.2342
2022-06-23 11:13:49,700 - mmdet - INFO - Epoch [2][300/6400] lr: 2.376e-06, eta: 8:25:03, time: 0.408, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0872, loss_cls: 0.1852, acc: 93.1973, loss_bbox: 0.1520, loss: 0.4762, grad_norm: 7.4521
2022-06-23 11:14:06,966 - mmdet - INFO - Epoch [2][350/6400] lr: 2.376e-06, eta: 8:23:56, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0863, loss_cls: 0.1861, acc: 93.2480, loss_bbox: 0.1825, loss: 0.5019, grad_norm: 7.3402
2022-06-23 11:14:27,894 - mmdet - INFO - Epoch [2][400/6400] lr: 2.376e-06, eta: 8:23:28, time: 0.419, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0832, loss_cls: 0.1707, acc: 93.6055, loss_bbox: 0.1698, loss: 0.4656, grad_norm: 6.9255
2022-06-23 11:14:51,074 - mmdet - INFO - Epoch [2][450/6400] lr: 2.376e-06, eta: 8:23:23, time: 0.464, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0900, loss_cls: 0.1979, acc: 92.9609, loss_bbox: 0.1683, loss: 0.4985, grad_norm: 7.5782
2022-06-23 11:15:11,729 - mmdet - INFO - Epoch [2][500/6400] lr: 2.376e-06, eta: 8:22:52, time: 0.413, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.1164, loss_cls: 0.1985, acc: 92.6289, loss_bbox: 0.1729, loss: 0.5359, grad_norm: 7.7277
2022-06-23 11:15:32,413 - mmdet - INFO - Epoch [2][550/6400] lr: 2.376e-06, eta: 8:22:21, time: 0.414, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0906, loss_cls: 0.2101, acc: 92.3359, loss_bbox: 0.1789, loss: 0.5233, grad_norm: 7.8564
2022-06-23 11:15:55,032 - mmdet - INFO - Epoch [2][600/6400] lr: 2.376e-06, eta: 8:22:10, time: 0.452, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.1021, loss_cls: 0.2156, acc: 92.0645, loss_bbox: 0.1761, loss: 0.5515, grad_norm: 8.1702
2022-06-23 11:16:23,560 - mmdet - INFO - Epoch [2][650/6400] lr: 2.376e-06, eta: 8:22:57, time: 0.571, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.1015, loss_cls: 0.1988, acc: 92.5977, loss_bbox: 0.1823, loss: 0.5284, grad_norm: 8.9417
2022-06-23 11:16:43,484 - mmdet - INFO - Epoch [2][700/6400] lr: 2.376e-06, eta: 8:22:19, time: 0.398, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0915, loss_cls: 0.1882, acc: 93.1914, loss_bbox: 0.1794, loss: 0.4984, grad_norm: 8.2735
2022-06-23 11:17:00,782 - mmdet - INFO - Epoch [2][750/6400] lr: 2.376e-06, eta: 8:21:15, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.1204, loss_cls: 0.2086, acc: 92.1602, loss_bbox: 0.1844, loss: 0.5685, grad_norm: 7.7560
2022-06-23 11:17:25,125 - mmdet - INFO - Epoch [2][800/6400] lr: 2.376e-06, eta: 8:21:20, time: 0.487, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0768, loss_cls: 0.2025, acc: 92.8926, loss_bbox: 0.1596, loss: 0.4839, grad_norm: 7.2102
2022-06-23 11:17:42,543 - mmdet - INFO - Epoch [2][850/6400] lr: 2.376e-06, eta: 8:20:18, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.1004, loss_cls: 0.1870, acc: 93.0254, loss_bbox: 0.1633, loss: 0.4933, grad_norm: 8.8997
2022-06-23 11:18:05,818 - mmdet - INFO - Epoch [2][900/6400] lr: 2.376e-06, eta: 8:20:13, time: 0.465, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0763, loss_cls: 0.1875, acc: 93.0898, loss_bbox: 0.1674, loss: 0.4758, grad_norm: 8.1362
2022-06-23 11:18:28,777 - mmdet - INFO - Epoch [2][950/6400] lr: 2.376e-06, eta: 8:20:04, time: 0.459, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.1139, loss_cls: 0.2037, acc: 92.5352, loss_bbox: 0.1750, loss: 0.5358, grad_norm: 8.0236
2022-06-23 11:18:50,166 - mmdet - INFO - Epoch [2][1000/6400] lr: 2.376e-06, eta: 8:19:40, time: 0.428, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.1073, loss_cls: 0.1969, acc: 92.5625, loss_bbox: 0.1830, loss: 0.5220, grad_norm: 8.1494
2022-06-23 11:19:20,112 - mmdet - INFO - Epoch [2][1050/6400] lr: 2.376e-06, eta: 8:20:37, time: 0.599, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0831, loss_cls: 0.1695, acc: 93.6094, loss_bbox: 0.1716, loss: 0.4639, grad_norm: 6.6719
2022-06-23 11:19:42,013 - mmdet - INFO - Epoch [2][1100/6400] lr: 2.376e-06, eta: 8:20:17, time: 0.438, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.1019, loss_cls: 0.2244, acc: 91.5078, loss_bbox: 0.1686, loss: 0.5361, grad_norm: 8.3149
2022-06-23 11:19:59,306 - mmdet - INFO - Epoch [2][1150/6400] lr: 2.376e-06, eta: 8:19:15, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0822, loss_cls: 0.1919, acc: 92.7891, loss_bbox: 0.1620, loss: 0.4691, grad_norm: 7.1559
2022-06-23 11:20:20,294 - mmdet - INFO - Epoch [2][1200/6400] lr: 2.376e-06, eta: 8:18:48, time: 0.420, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0844, loss_cls: 0.1853, acc: 93.2129, loss_bbox: 0.1610, loss: 0.4781, grad_norm: 7.0791
2022-06-23 11:20:37,524 - mmdet - INFO - Epoch [2][1250/6400] lr: 2.376e-06, eta: 8:17:47, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.1080, loss_cls: 0.2030, acc: 92.1621, loss_bbox: 0.2041, loss: 0.5596, grad_norm: 8.3285
2022-06-23 11:21:01,347 - mmdet - INFO - Epoch [2][1300/6400] lr: 2.376e-06, eta: 8:17:45, time: 0.476, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.1116, loss_cls: 0.2203, acc: 91.8398, loss_bbox: 0.1855, loss: 0.5685, grad_norm: 8.6113
2022-06-23 11:21:20,990 - mmdet - INFO - Epoch [2][1350/6400] lr: 2.376e-06, eta: 8:17:06, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0878, loss_cls: 0.1687, acc: 93.6309, loss_bbox: 0.1592, loss: 0.4562, grad_norm: 7.7576
2022-06-23 11:21:43,702 - mmdet - INFO - Epoch [2][1400/6400] lr: 2.376e-06, eta: 8:16:54, time: 0.454, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0952, loss_cls: 0.1981, acc: 92.5020, loss_bbox: 0.1700, loss: 0.5037, grad_norm: 7.7558
2022-06-23 11:22:12,789 - mmdet - INFO - Epoch [2][1450/6400] lr: 2.376e-06, eta: 8:17:38, time: 0.582, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.1153, loss_cls: 0.1900, acc: 92.7637, loss_bbox: 0.1588, loss: 0.5101, grad_norm: 8.0464
2022-06-23 11:22:33,497 - mmdet - INFO - Epoch [2][1500/6400] lr: 2.376e-06, eta: 8:17:08, time: 0.414, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.1174, loss_cls: 0.1953, acc: 92.9512, loss_bbox: 0.1954, loss: 0.5553, grad_norm: 9.4538
2022-06-23 11:22:53,489 - mmdet - INFO - Epoch [2][1550/6400] lr: 2.376e-06, eta: 8:16:32, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0839, loss_cls: 0.1825, acc: 93.3672, loss_bbox: 0.1635, loss: 0.4646, grad_norm: 7.7630
2022-06-23 11:23:13,701 - mmdet - INFO - Epoch [2][1600/6400] lr: 2.376e-06, eta: 8:15:59, time: 0.404, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0808, loss_cls: 0.2015, acc: 92.4512, loss_bbox: 0.1671, loss: 0.4911, grad_norm: 8.8506
2022-06-23 11:23:36,218 - mmdet - INFO - Epoch [2][1650/6400] lr: 2.376e-06, eta: 8:15:44, time: 0.450, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0798, loss_cls: 0.1938, acc: 92.9160, loss_bbox: 0.1615, loss: 0.4688, grad_norm: 7.9048
2022-06-23 11:23:58,351 - mmdet - INFO - Epoch [2][1700/6400] lr: 2.376e-06, eta: 8:15:27, time: 0.443, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.1040, loss_cls: 0.2042, acc: 92.5215, loss_bbox: 0.1747, loss: 0.5238, grad_norm: 8.5629
2022-06-23 11:24:23,446 - mmdet - INFO - Epoch [2][1750/6400] lr: 2.376e-06, eta: 8:15:35, time: 0.502, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.1076, loss_cls: 0.1778, acc: 93.3848, loss_bbox: 0.1648, loss: 0.5052, grad_norm: 8.8266
2022-06-23 11:24:40,737 - mmdet - INFO - Epoch [2][1800/6400] lr: 2.376e-06, eta: 8:14:36, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0681, loss_cls: 0.1600, acc: 94.0508, loss_bbox: 0.1475, loss: 0.4134, grad_norm: 6.8473
2022-06-23 11:24:58,124 - mmdet - INFO - Epoch [2][1850/6400] lr: 2.376e-06, eta: 8:13:40, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.1086, loss_cls: 0.1986, acc: 92.5918, loss_bbox: 0.1925, loss: 0.5422, grad_norm: 8.2149
2022-06-23 11:25:20,366 - mmdet - INFO - Epoch [2][1900/6400] lr: 2.376e-06, eta: 8:13:23, time: 0.445, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.1162, loss_cls: 0.2019, acc: 92.0898, loss_bbox: 0.1840, loss: 0.5437, grad_norm: 8.8719
2022-06-23 11:25:48,111 - mmdet - INFO - Epoch [2][1950/6400] lr: 2.376e-06, eta: 8:13:52, time: 0.555, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.1159, loss_cls: 0.2113, acc: 92.1680, loss_bbox: 0.1803, loss: 0.5531, grad_norm: 9.7215
2022-06-23 11:26:05,563 - mmdet - INFO - Epoch [2][2000/6400] lr: 2.376e-06, eta: 8:12:56, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.1134, loss_cls: 0.1986, acc: 92.3281, loss_bbox: 0.1782, loss: 0.5306, grad_norm: 8.8672
2022-06-23 11:26:23,044 - mmdet - INFO - Epoch [2][2050/6400] lr: 2.376e-06, eta: 8:12:01, time: 0.350, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0801, loss_cls: 0.2042, acc: 92.0586, loss_bbox: 0.1722, loss: 0.4973, grad_norm: 7.4029
2022-06-23 11:26:46,731 - mmdet - INFO - Epoch [2][2100/6400] lr: 2.376e-06, eta: 8:11:56, time: 0.474, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0967, loss_cls: 0.1930, acc: 92.6953, loss_bbox: 0.1797, loss: 0.5102, grad_norm: 8.5382
2022-06-23 11:27:28,867 - mmdet - INFO - Epoch [2][2150/6400] lr: 2.376e-06, eta: 8:14:18, time: 0.843, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0882, loss_cls: 0.1901, acc: 93.2871, loss_bbox: 0.1866, loss: 0.4994, grad_norm: 7.7898
2022-06-23 11:27:50,588 - mmdet - INFO - Epoch [2][2200/6400] lr: 2.376e-06, eta: 8:13:57, time: 0.434, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.1100, loss_cls: 0.1932, acc: 92.5469, loss_bbox: 0.1906, loss: 0.5386, grad_norm: 8.6748
2022-06-23 11:28:16,741 - mmdet - INFO - Epoch [2][2250/6400] lr: 2.376e-06, eta: 8:14:10, time: 0.523, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0863, loss_cls: 0.1795, acc: 93.2988, loss_bbox: 0.1661, loss: 0.4732, grad_norm: 7.6392
2022-06-23 11:28:34,083 - mmdet - INFO - Epoch [2][2300/6400] lr: 2.376e-06, eta: 8:13:13, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0944, loss_cls: 0.1842, acc: 92.9316, loss_bbox: 0.1825, loss: 0.4953, grad_norm: 7.4701
2022-06-23 11:28:56,806 - mmdet - INFO - Epoch [2][2350/6400] lr: 2.376e-06, eta: 8:12:59, time: 0.454, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.1020, loss_cls: 0.2136, acc: 91.5293, loss_bbox: 0.1621, loss: 0.5272, grad_norm: 7.8188
2022-06-23 11:29:14,172 - mmdet - INFO - Epoch [2][2400/6400] lr: 2.376e-06, eta: 8:12:04, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0807, loss_cls: 0.1846, acc: 92.8848, loss_bbox: 0.1576, loss: 0.4597, grad_norm: 7.1835
2022-06-23 11:29:35,206 - mmdet - INFO - Epoch [2][2450/6400] lr: 2.376e-06, eta: 8:11:37, time: 0.421, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0992, loss_cls: 0.1707, acc: 93.3398, loss_bbox: 0.1645, loss: 0.4682, grad_norm: 7.0087
2022-06-23 11:29:56,964 - mmdet - INFO - Epoch [2][2500/6400] lr: 2.376e-06, eta: 8:11:16, time: 0.435, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0757, loss_cls: 0.1975, acc: 92.4199, loss_bbox: 0.1511, loss: 0.4666, grad_norm: 8.1489
2022-06-23 11:30:16,850 - mmdet - INFO - Epoch [2][2550/6400] lr: 2.376e-06, eta: 8:10:40, time: 0.398, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.1073, loss_cls: 0.1774, acc: 93.4414, loss_bbox: 0.1582, loss: 0.4911, grad_norm: 7.5443
2022-06-23 11:30:48,819 - mmdet - INFO - Epoch [2][2600/6400] lr: 2.376e-06, eta: 8:11:36, time: 0.639, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0808, loss_cls: 0.1827, acc: 93.2188, loss_bbox: 0.1596, loss: 0.4649, grad_norm: 7.1478
2022-06-23 11:31:08,827 - mmdet - INFO - Epoch [2][2650/6400] lr: 2.376e-06, eta: 8:11:01, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.1062, loss_cls: 0.1741, acc: 93.4785, loss_bbox: 0.1665, loss: 0.4819, grad_norm: 7.2283
2022-06-23 11:31:39,567 - mmdet - INFO - Epoch [2][2700/6400] lr: 2.376e-06, eta: 8:11:46, time: 0.615, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0983, loss_cls: 0.1947, acc: 92.6445, loss_bbox: 0.1744, loss: 0.5105, grad_norm: 8.0179
2022-06-23 11:32:01,701 - mmdet - INFO - Epoch [2][2750/6400] lr: 2.376e-06, eta: 8:11:27, time: 0.443, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0901, loss_cls: 0.1929, acc: 92.6562, loss_bbox: 0.1673, loss: 0.4866, grad_norm: 7.6967
2022-06-23 11:32:19,012 - mmdet - INFO - Epoch [2][2800/6400] lr: 2.376e-06, eta: 8:10:32, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0857, loss_cls: 0.2212, acc: 91.5586, loss_bbox: 0.1905, loss: 0.5448, grad_norm: 8.4501
2022-06-23 11:32:36,304 - mmdet - INFO - Epoch [2][2850/6400] lr: 2.376e-06, eta: 8:09:38, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.1012, loss_cls: 0.1794, acc: 93.0586, loss_bbox: 0.1568, loss: 0.4689, grad_norm: 7.5801
2022-06-23 11:32:57,255 - mmdet - INFO - Epoch [2][2900/6400] lr: 2.376e-06, eta: 8:09:10, time: 0.419, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0895, loss_cls: 0.1907, acc: 92.7832, loss_bbox: 0.1542, loss: 0.4746, grad_norm: 7.6331
2022-06-23 11:33:26,220 - mmdet - INFO - Epoch [2][2950/6400] lr: 2.376e-06, eta: 8:09:41, time: 0.579, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0794, loss_cls: 0.1864, acc: 92.8594, loss_bbox: 0.1673, loss: 0.4627, grad_norm: 7.1579
2022-06-23 11:33:43,468 - mmdet - INFO - Epoch [2][3000/6400] lr: 2.376e-06, eta: 8:08:46, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0786, loss_cls: 0.1844, acc: 93.1758, loss_bbox: 0.1721, loss: 0.4665, grad_norm: 7.7768
2022-06-23 11:34:00,781 - mmdet - INFO - Epoch [2][3050/6400] lr: 2.376e-06, eta: 8:07:53, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0836, loss_cls: 0.1944, acc: 92.5371, loss_bbox: 0.1787, loss: 0.4866, grad_norm: 7.7769
2022-06-23 11:34:21,305 - mmdet - INFO - Epoch [2][3100/6400] lr: 2.376e-06, eta: 8:07:23, time: 0.410, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0957, loss_cls: 0.1979, acc: 92.8535, loss_bbox: 0.1639, loss: 0.4970, grad_norm: 8.1370
2022-06-23 11:34:40,942 - mmdet - INFO - Epoch [2][3150/6400] lr: 2.376e-06, eta: 8:06:46, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0651, loss_cls: 0.1673, acc: 93.5898, loss_bbox: 0.1465, loss: 0.4112, grad_norm: 6.2507
2022-06-23 11:35:05,200 - mmdet - INFO - Epoch [2][3200/6400] lr: 2.376e-06, eta: 8:06:42, time: 0.485, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0917, loss_cls: 0.1789, acc: 93.0820, loss_bbox: 0.1754, loss: 0.4888, grad_norm: 7.1450
2022-06-23 11:35:29,842 - mmdet - INFO - Epoch [2][3250/6400] lr: 2.376e-06, eta: 8:06:41, time: 0.493, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0874, loss_cls: 0.1896, acc: 93.0469, loss_bbox: 0.1622, loss: 0.4778, grad_norm: 8.2506
2022-06-23 11:35:47,337 - mmdet - INFO - Epoch [2][3300/6400] lr: 2.376e-06, eta: 8:05:50, time: 0.350, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0946, loss_cls: 0.2000, acc: 92.4082, loss_bbox: 0.1731, loss: 0.5176, grad_norm: 7.7507
2022-06-23 11:36:07,383 - mmdet - INFO - Epoch [2][3350/6400] lr: 2.376e-06, eta: 8:05:17, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0864, loss_cls: 0.1953, acc: 92.4609, loss_bbox: 0.1755, loss: 0.4877, grad_norm: 7.1464
2022-06-23 11:36:24,678 - mmdet - INFO - Epoch [2][3400/6400] lr: 2.376e-06, eta: 8:04:25, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0865, loss_cls: 0.1744, acc: 93.6289, loss_bbox: 0.1525, loss: 0.4584, grad_norm: 8.3209
2022-06-23 11:36:44,888 - mmdet - INFO - Epoch [2][3450/6400] lr: 2.376e-06, eta: 8:03:53, time: 0.404, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0907, loss_cls: 0.1879, acc: 92.7520, loss_bbox: 0.1608, loss: 0.4866, grad_norm: 7.7059
2022-06-23 11:37:07,865 - mmdet - INFO - Epoch [2][3500/6400] lr: 2.376e-06, eta: 8:03:40, time: 0.460, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0880, loss_cls: 0.1912, acc: 92.8203, loss_bbox: 0.1540, loss: 0.4701, grad_norm: 7.8324
2022-06-23 11:37:31,507 - mmdet - INFO - Epoch [2][3550/6400] lr: 2.376e-06, eta: 8:03:31, time: 0.473, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.1063, loss_cls: 0.1893, acc: 92.6016, loss_bbox: 0.1777, loss: 0.5099, grad_norm: 7.9407
2022-06-23 11:37:53,936 - mmdet - INFO - Epoch [2][3600/6400] lr: 2.376e-06, eta: 8:03:15, time: 0.449, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0913, loss_cls: 0.2063, acc: 91.7578, loss_bbox: 0.1686, loss: 0.5139, grad_norm: 7.8967
2022-06-23 11:38:13,609 - mmdet - INFO - Epoch [2][3650/6400] lr: 2.376e-06, eta: 8:02:39, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0891, loss_cls: 0.1850, acc: 93.0039, loss_bbox: 0.1668, loss: 0.4807, grad_norm: 8.0241
2022-06-23 11:38:30,917 - mmdet - INFO - Epoch [2][3700/6400] lr: 2.376e-06, eta: 8:01:49, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0927, loss_cls: 0.1734, acc: 93.4336, loss_bbox: 0.1551, loss: 0.4536, grad_norm: 7.4231
2022-06-23 11:38:50,952 - mmdet - INFO - Epoch [2][3750/6400] lr: 2.376e-06, eta: 8:01:16, time: 0.401, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.1057, loss_cls: 0.1858, acc: 92.8965, loss_bbox: 0.1890, loss: 0.5202, grad_norm: 7.7105
2022-06-23 11:39:14,219 - mmdet - INFO - Epoch [2][3800/6400] lr: 2.376e-06, eta: 8:01:05, time: 0.465, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0554, loss_cls: 0.1854, acc: 93.4160, loss_bbox: 0.1354, loss: 0.4069, grad_norm: 7.1957
2022-06-23 11:39:31,454 - mmdet - INFO - Epoch [2][3850/6400] lr: 2.376e-06, eta: 8:00:15, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0765, loss_cls: 0.1640, acc: 93.7324, loss_bbox: 0.1576, loss: 0.4279, grad_norm: 7.4430
2022-06-23 11:39:48,731 - mmdet - INFO - Epoch [2][3900/6400] lr: 2.376e-06, eta: 7:59:25, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0867, loss_cls: 0.2100, acc: 92.3418, loss_bbox: 0.1748, loss: 0.5138, grad_norm: 9.1483
2022-06-23 11:40:09,390 - mmdet - INFO - Epoch [2][3950/6400] lr: 2.376e-06, eta: 7:58:57, time: 0.413, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0763, loss_cls: 0.1695, acc: 93.4023, loss_bbox: 0.1588, loss: 0.4549, grad_norm: 7.0197
2022-06-23 11:40:26,696 - mmdet - INFO - Epoch [2][4000/6400] lr: 2.376e-06, eta: 7:58:08, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0858, loss_cls: 0.1953, acc: 93.0352, loss_bbox: 0.1754, loss: 0.5065, grad_norm: 7.3972
2022-06-23 11:40:49,802 - mmdet - INFO - Epoch [2][4050/6400] lr: 2.376e-06, eta: 7:57:56, time: 0.462, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0696, loss_cls: 0.1730, acc: 93.3516, loss_bbox: 0.1565, loss: 0.4304, grad_norm: 7.0102
2022-06-23 11:41:10,513 - mmdet - INFO - Epoch [2][4100/6400] lr: 2.376e-06, eta: 7:57:28, time: 0.414, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0904, loss_cls: 0.2021, acc: 92.2891, loss_bbox: 0.1627, loss: 0.4969, grad_norm: 7.9978
2022-06-23 11:41:37,905 - mmdet - INFO - Epoch [2][4150/6400] lr: 2.376e-06, eta: 7:57:43, time: 0.548, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.1115, loss_cls: 0.1720, acc: 93.3184, loss_bbox: 0.1625, loss: 0.4798, grad_norm: 7.6438
2022-06-23 11:41:58,108 - mmdet - INFO - Epoch [2][4200/6400] lr: 2.376e-06, eta: 7:57:13, time: 0.404, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0815, loss_cls: 0.1682, acc: 93.4766, loss_bbox: 0.1606, loss: 0.4433, grad_norm: 7.0869
2022-06-23 11:42:20,028 - mmdet - INFO - Epoch [2][4250/6400] lr: 2.376e-06, eta: 7:56:53, time: 0.438, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0922, loss_cls: 0.1946, acc: 92.5254, loss_bbox: 0.1912, loss: 0.5126, grad_norm: 8.7077
2022-06-23 11:42:39,978 - mmdet - INFO - Epoch [2][4300/6400] lr: 2.376e-06, eta: 7:56:21, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.1026, loss_cls: 0.1760, acc: 93.0664, loss_bbox: 0.1712, loss: 0.4921, grad_norm: 7.7681
2022-06-23 11:43:00,082 - mmdet - INFO - Epoch [2][4350/6400] lr: 2.376e-06, eta: 7:55:50, time: 0.402, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0964, loss_cls: 0.1882, acc: 92.8145, loss_bbox: 0.1757, loss: 0.4919, grad_norm: 7.6082
2022-06-23 11:43:23,072 - mmdet - INFO - Epoch [2][4400/6400] lr: 2.376e-06, eta: 7:55:37, time: 0.460, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0624, loss_cls: 0.1888, acc: 93.0527, loss_bbox: 0.1569, loss: 0.4535, grad_norm: 7.9041
2022-06-23 11:43:43,330 - mmdet - INFO - Epoch [2][4450/6400] lr: 2.376e-06, eta: 7:55:07, time: 0.405, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0959, loss_cls: 0.2081, acc: 92.0391, loss_bbox: 0.1654, loss: 0.5164, grad_norm: 7.6411
2022-06-23 11:44:05,782 - mmdet - INFO - Epoch [2][4500/6400] lr: 2.376e-06, eta: 7:54:50, time: 0.449, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0799, loss_cls: 0.1810, acc: 93.1172, loss_bbox: 0.1688, loss: 0.4658, grad_norm: 8.0837
2022-06-23 11:44:28,628 - mmdet - INFO - Epoch [2][4550/6400] lr: 2.376e-06, eta: 7:54:36, time: 0.457, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0968, loss_cls: 0.1820, acc: 93.2324, loss_bbox: 0.1524, loss: 0.4750, grad_norm: 8.5547
2022-06-23 11:44:51,998 - mmdet - INFO - Epoch [2][4600/6400] lr: 2.376e-06, eta: 7:54:25, time: 0.467, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.1230, loss_cls: 0.1807, acc: 93.0488, loss_bbox: 0.1715, loss: 0.5136, grad_norm: 8.6214
2022-06-23 11:45:13,444 - mmdet - INFO - Epoch [2][4650/6400] lr: 2.376e-06, eta: 7:54:02, time: 0.429, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.1071, loss_cls: 0.2032, acc: 92.3770, loss_bbox: 0.1874, loss: 0.5507, grad_norm: 8.2190
2022-06-23 11:45:37,681 - mmdet - INFO - Epoch [2][4700/6400] lr: 2.376e-06, eta: 7:53:56, time: 0.485, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.1180, loss_cls: 0.2177, acc: 92.0234, loss_bbox: 0.1739, loss: 0.5558, grad_norm: 8.7465
2022-06-23 11:45:59,670 - mmdet - INFO - Epoch [2][4750/6400] lr: 2.376e-06, eta: 7:53:36, time: 0.440, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0854, loss_cls: 0.1773, acc: 93.2129, loss_bbox: 0.1484, loss: 0.4448, grad_norm: 7.3611
2022-06-23 11:46:22,374 - mmdet - INFO - Epoch [2][4800/6400] lr: 2.376e-06, eta: 7:53:21, time: 0.454, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0961, loss_cls: 0.1983, acc: 92.4688, loss_bbox: 0.1719, loss: 0.5194, grad_norm: 7.5269
2022-06-23 11:46:46,206 - mmdet - INFO - Epoch [2][4850/6400] lr: 2.376e-06, eta: 7:53:12, time: 0.477, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0833, loss_cls: 0.1824, acc: 92.9883, loss_bbox: 0.1528, loss: 0.4564, grad_norm: 8.7270
2022-06-23 11:47:03,530 - mmdet - INFO - Epoch [2][4900/6400] lr: 2.376e-06, eta: 7:52:25, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0768, loss_cls: 0.1883, acc: 92.8809, loss_bbox: 0.1403, loss: 0.4388, grad_norm: 7.2726
2022-06-23 11:47:27,597 - mmdet - INFO - Epoch [2][4950/6400] lr: 2.376e-06, eta: 7:52:18, time: 0.481, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0808, loss_cls: 0.1693, acc: 93.5684, loss_bbox: 0.1585, loss: 0.4518, grad_norm: 7.4566
2022-06-23 11:47:44,921 - mmdet - INFO - Epoch [2][5000/6400] lr: 2.376e-06, eta: 7:51:31, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0806, loss_cls: 0.1660, acc: 93.7422, loss_bbox: 0.1657, loss: 0.4411, grad_norm: 7.0094
2022-06-23 11:48:04,945 - mmdet - INFO - Epoch [2][5050/6400] lr: 2.376e-06, eta: 7:51:00, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0848, loss_cls: 0.2012, acc: 91.9707, loss_bbox: 0.1765, loss: 0.4977, grad_norm: 7.7787
2022-06-23 11:48:22,195 - mmdet - INFO - Epoch [2][5100/6400] lr: 2.376e-06, eta: 7:50:14, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0878, loss_cls: 0.1830, acc: 93.1074, loss_bbox: 0.1840, loss: 0.4864, grad_norm: 6.8414
2022-06-23 11:48:42,556 - mmdet - INFO - Epoch [2][5150/6400] lr: 2.376e-06, eta: 7:49:45, time: 0.407, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0749, loss_cls: 0.1752, acc: 93.2891, loss_bbox: 0.1507, loss: 0.4328, grad_norm: 7.1378
2022-06-23 11:49:06,698 - mmdet - INFO - Epoch [2][5200/6400] lr: 2.376e-06, eta: 7:49:38, time: 0.483, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0820, loss_cls: 0.1831, acc: 92.9629, loss_bbox: 0.1603, loss: 0.4527, grad_norm: 7.6677
2022-06-23 11:49:27,734 - mmdet - INFO - Epoch [2][5250/6400] lr: 2.376e-06, eta: 7:49:13, time: 0.421, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0845, loss_cls: 0.1878, acc: 92.7363, loss_bbox: 0.1571, loss: 0.4715, grad_norm: 6.9191
2022-06-23 11:49:48,551 - mmdet - INFO - Epoch [2][5300/6400] lr: 2.376e-06, eta: 7:48:47, time: 0.416, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0941, loss_cls: 0.1685, acc: 93.4062, loss_bbox: 0.1575, loss: 0.4458, grad_norm: 6.9603
2022-06-23 11:50:11,554 - mmdet - INFO - Epoch [2][5350/6400] lr: 2.376e-06, eta: 7:48:33, time: 0.460, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0777, loss_cls: 0.1912, acc: 92.9863, loss_bbox: 0.1622, loss: 0.4646, grad_norm: 7.7465
2022-06-23 11:50:28,894 - mmdet - INFO - Epoch [2][5400/6400] lr: 2.376e-06, eta: 7:47:48, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0862, loss_cls: 0.1956, acc: 92.7539, loss_bbox: 0.1792, loss: 0.4900, grad_norm: 8.3153
2022-06-23 11:50:46,140 - mmdet - INFO - Epoch [2][5450/6400] lr: 2.376e-06, eta: 7:47:03, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0891, loss_cls: 0.1792, acc: 93.0703, loss_bbox: 0.1446, loss: 0.4400, grad_norm: 7.1485
2022-06-23 11:51:07,011 - mmdet - INFO - Epoch [2][5500/6400] lr: 2.376e-06, eta: 7:46:37, time: 0.417, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.1212, loss_cls: 0.1918, acc: 92.5469, loss_bbox: 0.1760, loss: 0.5250, grad_norm: 8.2099
2022-06-23 11:51:34,728 - mmdet - INFO - Epoch [2][5550/6400] lr: 2.376e-06, eta: 7:46:49, time: 0.554, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0949, loss_cls: 0.1892, acc: 92.6523, loss_bbox: 0.1520, loss: 0.4670, grad_norm: 8.0784
2022-06-23 11:51:51,871 - mmdet - INFO - Epoch [2][5600/6400] lr: 2.376e-06, eta: 7:46:03, time: 0.343, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0672, loss_cls: 0.1830, acc: 92.8125, loss_bbox: 0.1850, loss: 0.4627, grad_norm: 7.1509
2022-06-23 11:52:12,410 - mmdet - INFO - Epoch [2][5650/6400] lr: 2.376e-06, eta: 7:45:36, time: 0.411, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0977, loss_cls: 0.2016, acc: 92.3730, loss_bbox: 0.1494, loss: 0.4927, grad_norm: 7.7805
2022-06-23 11:52:29,741 - mmdet - INFO - Epoch [2][5700/6400] lr: 2.376e-06, eta: 7:44:52, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.1027, loss_cls: 0.1696, acc: 93.3438, loss_bbox: 0.1596, loss: 0.4700, grad_norm: 7.4026
2022-06-23 11:52:47,123 - mmdet - INFO - Epoch [2][5750/6400] lr: 2.376e-06, eta: 7:44:08, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0891, loss_cls: 0.1985, acc: 92.8730, loss_bbox: 0.1473, loss: 0.4770, grad_norm: 7.3189
2022-06-23 11:53:07,880 - mmdet - INFO - Epoch [2][5800/6400] lr: 2.376e-06, eta: 7:43:43, time: 0.415, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.1098, loss_cls: 0.1680, acc: 93.4004, loss_bbox: 0.1713, loss: 0.4926, grad_norm: 8.0525
2022-06-23 11:53:29,429 - mmdet - INFO - Epoch [2][5850/6400] lr: 2.376e-06, eta: 7:43:21, time: 0.431, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0980, loss_cls: 0.1822, acc: 92.9375, loss_bbox: 0.1658, loss: 0.4812, grad_norm: 7.7023
2022-06-23 11:53:54,181 - mmdet - INFO - Epoch [2][5900/6400] lr: 2.376e-06, eta: 7:43:16, time: 0.495, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0691, loss_cls: 0.1681, acc: 93.7461, loss_bbox: 0.1357, loss: 0.4106, grad_norm: 7.4304
2022-06-23 11:54:15,566 - mmdet - INFO - Epoch [2][5950/6400] lr: 2.376e-06, eta: 7:42:54, time: 0.428, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0708, loss_cls: 0.1714, acc: 93.2129, loss_bbox: 0.1668, loss: 0.4339, grad_norm: 7.1112
2022-06-23 11:54:39,744 - mmdet - INFO - Epoch [2][6000/6400] lr: 2.376e-06, eta: 7:42:46, time: 0.484, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0883, loss_cls: 0.1905, acc: 92.7480, loss_bbox: 0.1593, loss: 0.4689, grad_norm: 7.6391
2022-06-23 11:55:00,256 - mmdet - INFO - Epoch [2][6050/6400] lr: 2.376e-06, eta: 7:42:19, time: 0.410, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0907, loss_cls: 0.2071, acc: 91.9395, loss_bbox: 0.1722, loss: 0.5190, grad_norm: 7.2535
2022-06-23 11:55:17,552 - mmdet - INFO - Epoch [2][6100/6400] lr: 2.376e-06, eta: 7:41:36, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0716, loss_cls: 0.1846, acc: 93.2852, loss_bbox: 0.1462, loss: 0.4561, grad_norm: 7.7947
2022-06-23 11:55:39,061 - mmdet - INFO - Epoch [2][6150/6400] lr: 2.376e-06, eta: 7:41:14, time: 0.430, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0815, loss_cls: 0.1538, acc: 94.1484, loss_bbox: 0.1391, loss: 0.4056, grad_norm: 7.2520
2022-06-23 11:55:56,262 - mmdet - INFO - Epoch [2][6200/6400] lr: 2.376e-06, eta: 7:40:30, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0815, loss_cls: 0.1637, acc: 93.8848, loss_bbox: 0.1470, loss: 0.4201, grad_norm: 6.7163
2022-06-23 11:56:16,306 - mmdet - INFO - Epoch [2][6250/6400] lr: 2.376e-06, eta: 7:40:01, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.1087, loss_cls: 0.1889, acc: 92.6348, loss_bbox: 0.1567, loss: 0.4836, grad_norm: 7.8603
2022-06-23 11:56:33,497 - mmdet - INFO - Epoch [2][6300/6400] lr: 2.376e-06, eta: 7:39:18, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0825, loss_cls: 0.1907, acc: 92.8945, loss_bbox: 0.1732, loss: 0.4822, grad_norm: 7.4454
2022-06-23 11:56:50,754 - mmdet - INFO - Epoch [2][6350/6400] lr: 2.376e-06, eta: 7:38:35, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0828, loss_cls: 0.1952, acc: 92.6914, loss_bbox: 0.1578, loss: 0.4619, grad_norm: 7.3479
2022-06-23 11:57:14,601 - mmdet - INFO - Epoch [2][6400/6400] lr: 2.376e-06, eta: 7:38:26, time: 0.477, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0977, loss_cls: 0.1793, acc: 93.0488, loss_bbox: 0.1632, loss: 0.4767, grad_norm: 8.3381
2022-06-23 11:57:14,980 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-06-23 11:57:49,409 - mmdet - INFO - Epoch [3][50/6400] lr: 2.376e-06, eta: 7:38:58, time: 0.645, data_time: 0.303, memory: 14053, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.1002, loss_cls: 0.1823, acc: 93.2285, loss_bbox: 0.1591, loss: 0.4826, grad_norm: 7.6262
2022-06-23 11:58:12,019 - mmdet - INFO - Epoch [3][100/6400] lr: 2.376e-06, eta: 7:38:42, time: 0.452, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0870, loss_cls: 0.1701, acc: 93.6133, loss_bbox: 0.1501, loss: 0.4341, grad_norm: 7.3673
2022-06-23 11:58:43,632 - mmdet - INFO - Epoch [3][150/6400] lr: 2.376e-06, eta: 7:39:10, time: 0.632, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0839, loss_cls: 0.1819, acc: 92.9434, loss_bbox: 0.1575, loss: 0.4569, grad_norm: 7.7398
2022-06-23 11:59:06,803 - mmdet - INFO - Epoch [3][200/6400] lr: 2.376e-06, eta: 7:38:56, time: 0.463, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0854, loss_cls: 0.1782, acc: 93.2129, loss_bbox: 0.1622, loss: 0.4639, grad_norm: 7.6284
2022-06-23 11:59:31,885 - mmdet - INFO - Epoch [3][250/6400] lr: 2.376e-06, eta: 7:38:52, time: 0.502, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0841, loss_cls: 0.1630, acc: 93.8008, loss_bbox: 0.1535, loss: 0.4303, grad_norm: 8.9006
2022-06-23 11:59:52,835 - mmdet - INFO - Epoch [3][300/6400] lr: 2.376e-06, eta: 7:38:27, time: 0.419, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0902, loss_cls: 0.1903, acc: 92.5801, loss_bbox: 0.1817, loss: 0.4903, grad_norm: 8.0701
2022-06-23 12:00:10,060 - mmdet - INFO - Epoch [3][350/6400] lr: 2.376e-06, eta: 7:37:44, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0890, loss_cls: 0.2028, acc: 91.9688, loss_bbox: 0.1640, loss: 0.4915, grad_norm: 8.6412
2022-06-23 12:00:36,352 - mmdet - INFO - Epoch [3][400/6400] lr: 2.376e-06, eta: 7:37:45, time: 0.526, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0896, loss_cls: 0.1716, acc: 92.9277, loss_bbox: 0.1596, loss: 0.4462, grad_norm: 7.1932
2022-06-23 12:00:59,717 - mmdet - INFO - Epoch [3][450/6400] lr: 2.376e-06, eta: 7:37:32, time: 0.467, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0773, loss_cls: 0.1581, acc: 93.8867, loss_bbox: 0.1508, loss: 0.4128, grad_norm: 7.7211
2022-06-23 12:01:22,243 - mmdet - INFO - Epoch [3][500/6400] lr: 2.376e-06, eta: 7:37:15, time: 0.451, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0939, loss_cls: 0.1908, acc: 92.3262, loss_bbox: 0.1438, loss: 0.4573, grad_norm: 7.8431
2022-06-23 12:01:48,810 - mmdet - INFO - Epoch [3][550/6400] lr: 2.376e-06, eta: 7:37:17, time: 0.531, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0767, loss_cls: 0.1773, acc: 93.0898, loss_bbox: 0.1417, loss: 0.4280, grad_norm: 7.1732
2022-06-23 12:02:17,718 - mmdet - INFO - Epoch [3][600/6400] lr: 2.376e-06, eta: 7:37:30, time: 0.578, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0937, loss_cls: 0.1709, acc: 93.2852, loss_bbox: 0.1573, loss: 0.4541, grad_norm: 7.1746
2022-06-23 12:02:34,929 - mmdet - INFO - Epoch [3][650/6400] lr: 2.376e-06, eta: 7:36:47, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0699, loss_cls: 0.1521, acc: 94.5000, loss_bbox: 0.1301, loss: 0.3846, grad_norm: 6.7745
2022-06-23 12:02:58,173 - mmdet - INFO - Epoch [3][700/6400] lr: 2.376e-06, eta: 7:36:33, time: 0.465, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0994, loss_cls: 0.1906, acc: 92.8066, loss_bbox: 0.1686, loss: 0.4920, grad_norm: 8.3214
2022-06-23 12:03:23,962 - mmdet - INFO - Epoch [3][750/6400] lr: 2.376e-06, eta: 7:36:31, time: 0.516, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0770, loss_cls: 0.1848, acc: 92.9863, loss_bbox: 0.1544, loss: 0.4529, grad_norm: 7.0535
2022-06-23 12:03:48,399 - mmdet - INFO - Epoch [3][800/6400] lr: 2.376e-06, eta: 7:36:22, time: 0.489, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0806, loss_cls: 0.1673, acc: 93.5195, loss_bbox: 0.1435, loss: 0.4153, grad_norm: 7.0699
2022-06-23 12:04:12,116 - mmdet - INFO - Epoch [3][850/6400] lr: 2.376e-06, eta: 7:36:10, time: 0.474, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0754, loss_cls: 0.1769, acc: 93.4336, loss_bbox: 0.1519, loss: 0.4335, grad_norm: 7.7463
2022-06-23 12:04:29,322 - mmdet - INFO - Epoch [3][900/6400] lr: 2.376e-06, eta: 7:35:28, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0786, loss_cls: 0.1581, acc: 93.9102, loss_bbox: 0.1531, loss: 0.4212, grad_norm: 7.1287
2022-06-23 12:04:52,023 - mmdet - INFO - Epoch [3][950/6400] lr: 2.376e-06, eta: 7:35:11, time: 0.454, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.1192, loss_cls: 0.1791, acc: 93.0332, loss_bbox: 0.1610, loss: 0.4904, grad_norm: 7.7675
2022-06-23 12:05:09,331 - mmdet - INFO - Epoch [3][1000/6400] lr: 2.376e-06, eta: 7:34:29, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0825, loss_cls: 0.1720, acc: 93.3770, loss_bbox: 0.1485, loss: 0.4293, grad_norm: 6.8812
2022-06-23 12:05:43,024 - mmdet - INFO - Epoch [3][1050/6400] lr: 2.376e-06, eta: 7:35:03, time: 0.674, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0996, loss_cls: 0.1667, acc: 93.4980, loss_bbox: 0.1348, loss: 0.4272, grad_norm: 7.1075
2022-06-23 12:06:04,860 - mmdet - INFO - Epoch [3][1100/6400] lr: 2.376e-06, eta: 7:34:42, time: 0.437, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0917, loss_cls: 0.1867, acc: 92.6230, loss_bbox: 0.1761, loss: 0.4913, grad_norm: 7.9376
2022-06-23 12:06:27,310 - mmdet - INFO - Epoch [3][1150/6400] lr: 2.376e-06, eta: 7:34:23, time: 0.449, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0853, loss_cls: 0.1716, acc: 93.5391, loss_bbox: 0.1406, loss: 0.4265, grad_norm: 7.2452
2022-06-23 12:06:47,354 - mmdet - INFO - Epoch [3][1200/6400] lr: 2.376e-06, eta: 7:33:54, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0692, loss_cls: 0.1338, acc: 94.8164, loss_bbox: 0.1212, loss: 0.3483, grad_norm: 5.9441
2022-06-23 12:07:10,723 - mmdet - INFO - Epoch [3][1250/6400] lr: 2.376e-06, eta: 7:33:40, time: 0.467, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0897, loss_cls: 0.1969, acc: 92.2285, loss_bbox: 0.1645, loss: 0.4919, grad_norm: 8.7450
2022-06-23 12:07:30,386 - mmdet - INFO - Epoch [3][1300/6400] lr: 2.376e-06, eta: 7:33:09, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0772, loss_cls: 0.1670, acc: 93.5176, loss_bbox: 0.1590, loss: 0.4233, grad_norm: 6.9359
2022-06-23 12:07:47,663 - mmdet - INFO - Epoch [3][1350/6400] lr: 2.376e-06, eta: 7:32:28, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.1072, loss_cls: 0.1813, acc: 93.1895, loss_bbox: 0.1553, loss: 0.4711, grad_norm: 7.5164
2022-06-23 12:08:07,718 - mmdet - INFO - Epoch [3][1400/6400] lr: 2.376e-06, eta: 7:31:59, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0806, loss_cls: 0.2020, acc: 92.2734, loss_bbox: 0.1508, loss: 0.4625, grad_norm: 7.5636
2022-06-23 12:08:30,554 - mmdet - INFO - Epoch [3][1450/6400] lr: 2.376e-06, eta: 7:31:43, time: 0.457, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0780, loss_cls: 0.1698, acc: 93.7285, loss_bbox: 0.1568, loss: 0.4385, grad_norm: 7.3972
2022-06-23 12:08:47,740 - mmdet - INFO - Epoch [3][1500/6400] lr: 2.376e-06, eta: 7:31:02, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0976, loss_cls: 0.1656, acc: 93.4355, loss_bbox: 0.1556, loss: 0.4525, grad_norm: 7.1050
2022-06-23 12:09:07,779 - mmdet - INFO - Epoch [3][1550/6400] lr: 2.376e-06, eta: 7:30:33, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0856, loss_cls: 0.1704, acc: 93.2949, loss_bbox: 0.1561, loss: 0.4430, grad_norm: 7.3651
2022-06-23 12:09:25,089 - mmdet - INFO - Epoch [3][1600/6400] lr: 2.376e-06, eta: 7:29:53, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0813, loss_cls: 0.1575, acc: 93.6777, loss_bbox: 0.1554, loss: 0.4182, grad_norm: 6.8999
2022-06-23 12:09:47,827 - mmdet - INFO - Epoch [3][1650/6400] lr: 2.376e-06, eta: 7:29:36, time: 0.455, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0825, loss_cls: 0.1448, acc: 94.3477, loss_bbox: 0.1492, loss: 0.3956, grad_norm: 7.0925
2022-06-23 12:10:04,992 - mmdet - INFO - Epoch [3][1700/6400] lr: 2.376e-06, eta: 7:28:55, time: 0.343, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0769, loss_cls: 0.1588, acc: 93.6641, loss_bbox: 0.1506, loss: 0.4131, grad_norm: 7.1325
2022-06-23 12:10:22,230 - mmdet - INFO - Epoch [3][1750/6400] lr: 2.376e-06, eta: 7:28:15, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0662, loss_cls: 0.1713, acc: 93.4004, loss_bbox: 0.1466, loss: 0.4087, grad_norm: 6.5703
2022-06-23 12:10:44,628 - mmdet - INFO - Epoch [3][1800/6400] lr: 2.376e-06, eta: 7:27:56, time: 0.448, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0862, loss_cls: 0.1666, acc: 93.7246, loss_bbox: 0.1459, loss: 0.4294, grad_norm: 7.2912
2022-06-23 12:11:02,058 - mmdet - INFO - Epoch [3][1850/6400] lr: 2.376e-06, eta: 7:27:17, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0694, loss_cls: 0.1714, acc: 93.3379, loss_bbox: 0.1591, loss: 0.4223, grad_norm: 7.2775
2022-06-23 12:11:19,361 - mmdet - INFO - Epoch [3][1900/6400] lr: 2.376e-06, eta: 7:26:37, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0859, loss_cls: 0.1637, acc: 93.4473, loss_bbox: 0.1589, loss: 0.4381, grad_norm: 6.9761
2022-06-23 12:11:36,671 - mmdet - INFO - Epoch [3][1950/6400] lr: 2.376e-06, eta: 7:25:58, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0633, loss_cls: 0.1451, acc: 94.4180, loss_bbox: 0.1413, loss: 0.3753, grad_norm: 7.5937
2022-06-23 12:11:56,463 - mmdet - INFO - Epoch [3][2000/6400] lr: 2.376e-06, eta: 7:25:29, time: 0.396, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0865, loss_cls: 0.1919, acc: 92.5820, loss_bbox: 0.1612, loss: 0.4706, grad_norm: 7.5697
2022-06-23 12:12:13,852 - mmdet - INFO - Epoch [3][2050/6400] lr: 2.376e-06, eta: 7:24:50, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0763, loss_cls: 0.1692, acc: 93.4648, loss_bbox: 0.1347, loss: 0.4003, grad_norm: 6.7103
2022-06-23 12:12:33,572 - mmdet - INFO - Epoch [3][2100/6400] lr: 2.376e-06, eta: 7:24:21, time: 0.394, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0811, loss_cls: 0.1846, acc: 92.6348, loss_bbox: 0.1543, loss: 0.4585, grad_norm: 7.6223
2022-06-23 12:13:05,573 - mmdet - INFO - Epoch [3][2150/6400] lr: 2.376e-06, eta: 7:24:43, time: 0.640, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0893, loss_cls: 0.1664, acc: 93.7402, loss_bbox: 0.1378, loss: 0.4294, grad_norm: 7.8999
2022-06-23 12:13:25,868 - mmdet - INFO - Epoch [3][2200/6400] lr: 2.376e-06, eta: 7:24:16, time: 0.406, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0758, loss_cls: 0.1791, acc: 93.0215, loss_bbox: 0.1340, loss: 0.4269, grad_norm: 7.0210
2022-06-23 12:13:50,204 - mmdet - INFO - Epoch [3][2250/6400] lr: 2.376e-06, eta: 7:24:05, time: 0.487, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0935, loss_cls: 0.1751, acc: 93.1270, loss_bbox: 0.1559, loss: 0.4636, grad_norm: 6.8058
2022-06-23 12:14:20,936 - mmdet - INFO - Epoch [3][2300/6400] lr: 2.376e-06, eta: 7:24:21, time: 0.615, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0910, loss_cls: 0.1366, acc: 94.6855, loss_bbox: 0.1389, loss: 0.3988, grad_norm: 6.4396
2022-06-23 12:14:44,870 - mmdet - INFO - Epoch [3][2350/6400] lr: 2.376e-06, eta: 7:24:09, time: 0.479, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0708, loss_cls: 0.1557, acc: 93.8770, loss_bbox: 0.1373, loss: 0.3995, grad_norm: 7.2796
2022-06-23 12:15:10,451 - mmdet - INFO - Epoch [3][2400/6400] lr: 2.376e-06, eta: 7:24:04, time: 0.512, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0733, loss_cls: 0.1719, acc: 93.3457, loss_bbox: 0.1510, loss: 0.4276, grad_norm: 6.8430
2022-06-23 12:15:27,842 - mmdet - INFO - Epoch [3][2450/6400] lr: 2.376e-06, eta: 7:23:25, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0785, loss_cls: 0.1729, acc: 93.3281, loss_bbox: 0.1481, loss: 0.4302, grad_norm: 6.4520
2022-06-23 12:15:47,743 - mmdet - INFO - Epoch [3][2500/6400] lr: 2.376e-06, eta: 7:22:56, time: 0.398, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0938, loss_cls: 0.1727, acc: 93.0859, loss_bbox: 0.1532, loss: 0.4480, grad_norm: 7.2543
2022-06-23 12:16:05,078 - mmdet - INFO - Epoch [3][2550/6400] lr: 2.376e-06, eta: 7:22:18, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0604, loss_cls: 0.1564, acc: 93.7266, loss_bbox: 0.1317, loss: 0.3768, grad_norm: 6.5692
2022-06-23 12:16:22,417 - mmdet - INFO - Epoch [3][2600/6400] lr: 2.376e-06, eta: 7:21:39, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0816, loss_cls: 0.1537, acc: 93.9707, loss_bbox: 0.1404, loss: 0.3981, grad_norm: 6.7756
2022-06-23 12:16:46,195 - mmdet - INFO - Epoch [3][2650/6400] lr: 2.376e-06, eta: 7:21:26, time: 0.476, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0722, loss_cls: 0.1727, acc: 93.3594, loss_bbox: 0.1513, loss: 0.4309, grad_norm: 7.5391
2022-06-23 12:17:06,629 - mmdet - INFO - Epoch [3][2700/6400] lr: 2.376e-06, eta: 7:21:00, time: 0.409, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0905, loss_cls: 0.1722, acc: 93.2148, loss_bbox: 0.1595, loss: 0.4464, grad_norm: 8.0729
2022-06-23 12:17:30,023 - mmdet - INFO - Epoch [3][2750/6400] lr: 2.376e-06, eta: 7:20:46, time: 0.468, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0910, loss_cls: 0.1533, acc: 93.9551, loss_bbox: 0.1302, loss: 0.4000, grad_norm: 7.0462
2022-06-23 12:17:49,929 - mmdet - INFO - Epoch [3][2800/6400] lr: 2.376e-06, eta: 7:20:18, time: 0.398, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0740, loss_cls: 0.1718, acc: 93.5957, loss_bbox: 0.1513, loss: 0.4179, grad_norm: 7.3028
2022-06-23 12:18:10,601 - mmdet - INFO - Epoch [3][2850/6400] lr: 2.376e-06, eta: 7:19:52, time: 0.413, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0795, loss_cls: 0.1855, acc: 93.1309, loss_bbox: 0.1560, loss: 0.4488, grad_norm: 7.3255
2022-06-23 12:18:28,011 - mmdet - INFO - Epoch [3][2900/6400] lr: 2.376e-06, eta: 7:19:15, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0666, loss_cls: 0.1551, acc: 93.9355, loss_bbox: 0.1490, loss: 0.4082, grad_norm: 7.0068
2022-06-23 12:18:48,277 - mmdet - INFO - Epoch [3][2950/6400] lr: 2.376e-06, eta: 7:18:48, time: 0.405, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0778, loss_cls: 0.1588, acc: 93.7168, loss_bbox: 0.1353, loss: 0.4009, grad_norm: 7.6743
2022-06-23 12:19:05,625 - mmdet - INFO - Epoch [3][3000/6400] lr: 2.376e-06, eta: 7:18:10, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.1014, loss_cls: 0.1873, acc: 93.0645, loss_bbox: 0.1575, loss: 0.4773, grad_norm: 7.8486
2022-06-23 12:19:30,705 - mmdet - INFO - Epoch [3][3050/6400] lr: 2.376e-06, eta: 7:18:02, time: 0.502, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0881, loss_cls: 0.1838, acc: 92.6406, loss_bbox: 0.1574, loss: 0.4617, grad_norm: 7.3244
2022-06-23 12:19:48,003 - mmdet - INFO - Epoch [3][3100/6400] lr: 2.376e-06, eta: 7:17:24, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0734, loss_cls: 0.1603, acc: 93.5430, loss_bbox: 0.1339, loss: 0.3959, grad_norm: 6.7226
2022-06-23 12:20:22,601 - mmdet - INFO - Epoch [3][3150/6400] lr: 2.376e-06, eta: 7:17:52, time: 0.692, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0840, loss_cls: 0.1914, acc: 92.8164, loss_bbox: 0.1588, loss: 0.4606, grad_norm: 7.5115
2022-06-23 12:20:42,334 - mmdet - INFO - Epoch [3][3200/6400] lr: 2.376e-06, eta: 7:17:24, time: 0.395, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0882, loss_cls: 0.1873, acc: 92.6133, loss_bbox: 0.1618, loss: 0.4620, grad_norm: 8.2124
2022-06-23 12:20:59,638 - mmdet - INFO - Epoch [3][3250/6400] lr: 2.376e-06, eta: 7:16:46, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0766, loss_cls: 0.1509, acc: 94.3555, loss_bbox: 0.1270, loss: 0.3810, grad_norm: 6.8610
2022-06-23 12:21:21,489 - mmdet - INFO - Epoch [3][3300/6400] lr: 2.376e-06, eta: 7:16:26, time: 0.437, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0855, loss_cls: 0.1854, acc: 92.5117, loss_bbox: 0.1684, loss: 0.4679, grad_norm: 8.3542
2022-06-23 12:21:44,932 - mmdet - INFO - Epoch [3][3350/6400] lr: 2.376e-06, eta: 7:16:11, time: 0.469, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0644, loss_cls: 0.1821, acc: 92.9648, loss_bbox: 0.1629, loss: 0.4387, grad_norm: 7.7272
2022-06-23 12:22:05,613 - mmdet - INFO - Epoch [3][3400/6400] lr: 2.376e-06, eta: 7:15:46, time: 0.414, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0703, loss_cls: 0.1715, acc: 93.3359, loss_bbox: 0.1540, loss: 0.4247, grad_norm: 7.2494
2022-06-23 12:22:34,227 - mmdet - INFO - Epoch [3][3450/6400] lr: 2.376e-06, eta: 7:15:51, time: 0.572, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0704, loss_cls: 0.1746, acc: 93.4746, loss_bbox: 0.1420, loss: 0.4103, grad_norm: 6.7897
2022-06-23 12:22:54,688 - mmdet - INFO - Epoch [3][3500/6400] lr: 2.376e-06, eta: 7:15:25, time: 0.409, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0538, loss_cls: 0.1346, acc: 94.6113, loss_bbox: 0.1377, loss: 0.3481, grad_norm: 6.2722
2022-06-23 12:23:11,942 - mmdet - INFO - Epoch [3][3550/6400] lr: 2.376e-06, eta: 7:14:47, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0615, loss_cls: 0.1601, acc: 93.4707, loss_bbox: 0.1473, loss: 0.3933, grad_norm: 6.7827
2022-06-23 12:23:29,257 - mmdet - INFO - Epoch [3][3600/6400] lr: 2.376e-06, eta: 7:14:10, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0621, loss_cls: 0.1541, acc: 93.9219, loss_bbox: 0.1415, loss: 0.3922, grad_norm: 7.0219
2022-06-23 12:23:46,596 - mmdet - INFO - Epoch [3][3650/6400] lr: 2.376e-06, eta: 7:13:33, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.1055, loss_cls: 0.1518, acc: 93.7871, loss_bbox: 0.1387, loss: 0.4207, grad_norm: 7.0100
2022-06-23 12:24:06,237 - mmdet - INFO - Epoch [3][3700/6400] lr: 2.376e-06, eta: 7:13:04, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0864, loss_cls: 0.1701, acc: 93.1211, loss_bbox: 0.1716, loss: 0.4535, grad_norm: 6.8456
2022-06-23 12:24:26,645 - mmdet - INFO - Epoch [3][3750/6400] lr: 2.376e-06, eta: 7:12:39, time: 0.408, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0722, loss_cls: 0.1701, acc: 93.3789, loss_bbox: 0.1554, loss: 0.4232, grad_norm: 7.4572
2022-06-23 12:24:50,213 - mmdet - INFO - Epoch [3][3800/6400] lr: 2.376e-06, eta: 7:12:25, time: 0.471, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0720, loss_cls: 0.1713, acc: 92.9395, loss_bbox: 0.1478, loss: 0.4176, grad_norm: 7.2529
2022-06-23 12:25:07,437 - mmdet - INFO - Epoch [3][3850/6400] lr: 2.376e-06, eta: 7:11:47, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0652, loss_cls: 0.1608, acc: 93.9531, loss_bbox: 0.1459, loss: 0.3925, grad_norm: 6.5366
2022-06-23 12:25:30,311 - mmdet - INFO - Epoch [3][3900/6400] lr: 2.376e-06, eta: 7:11:31, time: 0.457, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0691, loss_cls: 0.1517, acc: 93.8379, loss_bbox: 0.1484, loss: 0.3904, grad_norm: 6.5942
2022-06-23 12:25:50,402 - mmdet - INFO - Epoch [3][3950/6400] lr: 2.376e-06, eta: 7:11:04, time: 0.402, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0652, loss_cls: 0.1652, acc: 93.9668, loss_bbox: 0.1371, loss: 0.3888, grad_norm: 6.8124
2022-06-23 12:26:13,023 - mmdet - INFO - Epoch [3][4000/6400] lr: 2.376e-06, eta: 7:10:46, time: 0.452, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0640, loss_cls: 0.1604, acc: 93.6797, loss_bbox: 0.1415, loss: 0.3954, grad_norm: 6.4695
2022-06-23 12:26:30,335 - mmdet - INFO - Epoch [3][4050/6400] lr: 2.376e-06, eta: 7:10:10, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0664, loss_cls: 0.1786, acc: 92.9863, loss_bbox: 0.1552, loss: 0.4446, grad_norm: 7.4401
2022-06-23 12:26:47,722 - mmdet - INFO - Epoch [3][4100/6400] lr: 2.376e-06, eta: 7:09:33, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0937, loss_cls: 0.1747, acc: 93.0977, loss_bbox: 0.1430, loss: 0.4394, grad_norm: 6.9208
2022-06-23 12:27:05,103 - mmdet - INFO - Epoch [3][4150/6400] lr: 2.376e-06, eta: 7:08:57, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0948, loss_cls: 0.1839, acc: 92.9121, loss_bbox: 0.1675, loss: 0.4757, grad_norm: 7.9216
2022-06-23 12:27:26,672 - mmdet - INFO - Epoch [3][4200/6400] lr: 2.376e-06, eta: 7:08:36, time: 0.431, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0855, loss_cls: 0.1677, acc: 93.2656, loss_bbox: 0.1488, loss: 0.4276, grad_norm: 7.2362
2022-06-23 12:27:46,291 - mmdet - INFO - Epoch [3][4250/6400] lr: 2.376e-06, eta: 7:08:08, time: 0.392, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0884, loss_cls: 0.1855, acc: 92.6641, loss_bbox: 0.1552, loss: 0.4680, grad_norm: 7.4540
2022-06-23 12:28:06,585 - mmdet - INFO - Epoch [3][4300/6400] lr: 2.376e-06, eta: 7:07:42, time: 0.406, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0859, loss_cls: 0.1732, acc: 93.6367, loss_bbox: 0.1498, loss: 0.4360, grad_norm: 7.2823
2022-06-23 12:28:29,476 - mmdet - INFO - Epoch [3][4350/6400] lr: 2.376e-06, eta: 7:07:26, time: 0.458, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0877, loss_cls: 0.1744, acc: 93.2090, loss_bbox: 0.1651, loss: 0.4623, grad_norm: 7.5912
2022-06-23 12:28:51,774 - mmdet - INFO - Epoch [3][4400/6400] lr: 2.376e-06, eta: 7:07:07, time: 0.446, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0826, loss_cls: 0.1789, acc: 92.9863, loss_bbox: 0.1488, loss: 0.4425, grad_norm: 7.4470
2022-06-23 12:29:09,126 - mmdet - INFO - Epoch [3][4450/6400] lr: 2.376e-06, eta: 7:06:31, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0710, loss_cls: 0.1519, acc: 94.1934, loss_bbox: 0.1284, loss: 0.3742, grad_norm: 6.8935
2022-06-23 12:29:26,321 - mmdet - INFO - Epoch [3][4500/6400] lr: 2.376e-06, eta: 7:05:55, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0895, loss_cls: 0.1685, acc: 93.5762, loss_bbox: 0.1567, loss: 0.4400, grad_norm: 7.5925
2022-06-23 12:29:52,982 - mmdet - INFO - Epoch [3][4550/6400] lr: 2.376e-06, eta: 7:05:51, time: 0.533, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0712, loss_cls: 0.1530, acc: 93.8242, loss_bbox: 0.1419, loss: 0.3886, grad_norm: 7.2453
2022-06-23 12:30:10,173 - mmdet - INFO - Epoch [3][4600/6400] lr: 2.376e-06, eta: 7:05:15, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0777, loss_cls: 0.1735, acc: 93.1289, loss_bbox: 0.1561, loss: 0.4348, grad_norm: 7.8002
2022-06-23 12:30:33,011 - mmdet - INFO - Epoch [3][4650/6400] lr: 2.376e-06, eta: 7:04:58, time: 0.457, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0753, loss_cls: 0.1588, acc: 94.1504, loss_bbox: 0.1428, loss: 0.4057, grad_norm: 6.9090
2022-06-23 12:30:54,040 - mmdet - INFO - Epoch [3][4700/6400] lr: 2.376e-06, eta: 7:04:35, time: 0.421, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0584, loss_cls: 0.1513, acc: 94.1953, loss_bbox: 0.1356, loss: 0.3698, grad_norm: 6.4853
2022-06-23 12:31:18,623 - mmdet - INFO - Epoch [3][4750/6400] lr: 2.376e-06, eta: 7:04:24, time: 0.492, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0861, loss_cls: 0.1730, acc: 93.1895, loss_bbox: 0.1479, loss: 0.4348, grad_norm: 6.9863
2022-06-23 12:31:35,908 - mmdet - INFO - Epoch [3][4800/6400] lr: 2.376e-06, eta: 7:03:49, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0754, loss_cls: 0.1757, acc: 93.1582, loss_bbox: 0.1406, loss: 0.4240, grad_norm: 7.6993
2022-06-23 12:32:03,430 - mmdet - INFO - Epoch [3][4850/6400] lr: 2.376e-06, eta: 7:03:47, time: 0.550, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0784, loss_cls: 0.1821, acc: 92.7109, loss_bbox: 0.1573, loss: 0.4429, grad_norm: 7.3058
2022-06-23 12:32:26,086 - mmdet - INFO - Epoch [3][4900/6400] lr: 2.376e-06, eta: 7:03:30, time: 0.453, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0787, loss_cls: 0.1565, acc: 94.1191, loss_bbox: 0.1317, loss: 0.3916, grad_norm: 7.0575
2022-06-23 12:32:45,658 - mmdet - INFO - Epoch [3][4950/6400] lr: 2.376e-06, eta: 7:03:02, time: 0.391, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0772, loss_cls: 0.1596, acc: 93.7363, loss_bbox: 0.1532, loss: 0.4161, grad_norm: 6.9044
2022-06-23 12:33:08,396 - mmdet - INFO - Epoch [3][5000/6400] lr: 2.376e-06, eta: 7:02:44, time: 0.455, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0521, loss_cls: 0.1364, acc: 94.8613, loss_bbox: 0.1088, loss: 0.3205, grad_norm: 5.8377
2022-06-23 12:33:33,694 - mmdet - INFO - Epoch [3][5050/6400] lr: 2.376e-06, eta: 7:02:35, time: 0.506, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0663, loss_cls: 0.1604, acc: 93.7598, loss_bbox: 0.1370, loss: 0.3907, grad_norm: 7.0491
2022-06-23 12:33:50,933 - mmdet - INFO - Epoch [3][5100/6400] lr: 2.376e-06, eta: 7:02:00, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0665, loss_cls: 0.1418, acc: 94.7305, loss_bbox: 0.1272, loss: 0.3630, grad_norm: 7.6678
2022-06-23 12:34:08,215 - mmdet - INFO - Epoch [3][5150/6400] lr: 2.376e-06, eta: 7:01:25, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0625, loss_cls: 0.1630, acc: 93.5742, loss_bbox: 0.1389, loss: 0.3906, grad_norm: 6.7362
2022-06-23 12:34:36,295 - mmdet - INFO - Epoch [3][5200/6400] lr: 2.376e-06, eta: 7:01:25, time: 0.562, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0954, loss_cls: 0.1594, acc: 93.6895, loss_bbox: 0.1469, loss: 0.4295, grad_norm: 7.2276
2022-06-23 12:35:03,520 - mmdet - INFO - Epoch [3][5250/6400] lr: 2.376e-06, eta: 7:01:22, time: 0.544, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0718, loss_cls: 0.1461, acc: 94.2031, loss_bbox: 0.1383, loss: 0.3799, grad_norm: 6.4935
2022-06-23 12:35:20,852 - mmdet - INFO - Epoch [3][5300/6400] lr: 2.376e-06, eta: 7:00:47, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0765, loss_cls: 0.1734, acc: 93.2461, loss_bbox: 0.1282, loss: 0.4073, grad_norm: 7.1978
2022-06-23 12:35:42,374 - mmdet - INFO - Epoch [3][5350/6400] lr: 2.376e-06, eta: 7:00:25, time: 0.430, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0886, loss_cls: 0.1602, acc: 93.9453, loss_bbox: 0.1322, loss: 0.4054, grad_norm: 7.9971
2022-06-23 12:35:59,770 - mmdet - INFO - Epoch [3][5400/6400] lr: 2.376e-06, eta: 6:59:51, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0810, loss_cls: 0.1692, acc: 93.1934, loss_bbox: 0.1655, loss: 0.4418, grad_norm: 6.7778
2022-06-23 12:36:24,807 - mmdet - INFO - Epoch [3][5450/6400] lr: 2.376e-06, eta: 6:59:40, time: 0.501, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0673, loss_cls: 0.1681, acc: 93.4277, loss_bbox: 0.1563, loss: 0.4161, grad_norm: 6.6593
2022-06-23 12:36:41,997 - mmdet - INFO - Epoch [3][5500/6400] lr: 2.376e-06, eta: 6:59:05, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0829, loss_cls: 0.1924, acc: 92.6016, loss_bbox: 0.1365, loss: 0.4465, grad_norm: 8.2730
2022-06-23 12:37:02,499 - mmdet - INFO - Epoch [3][5550/6400] lr: 2.376e-06, eta: 6:58:40, time: 0.410, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0935, loss_cls: 0.1763, acc: 93.0566, loss_bbox: 0.1527, loss: 0.4487, grad_norm: 7.1189
2022-06-23 12:37:19,659 - mmdet - INFO - Epoch [3][5600/6400] lr: 2.376e-06, eta: 6:58:05, time: 0.343, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0844, loss_cls: 0.1512, acc: 94.2227, loss_bbox: 0.1261, loss: 0.3932, grad_norm: 6.4751
2022-06-23 12:37:44,142 - mmdet - INFO - Epoch [3][5650/6400] lr: 2.376e-06, eta: 6:57:53, time: 0.490, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0745, loss_cls: 0.1574, acc: 93.9570, loss_bbox: 0.1525, loss: 0.4186, grad_norm: 7.3692
2022-06-23 12:38:07,881 - mmdet - INFO - Epoch [3][5700/6400] lr: 2.376e-06, eta: 6:57:39, time: 0.475, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0804, loss_cls: 0.1591, acc: 93.8516, loss_bbox: 0.1410, loss: 0.4041, grad_norm: 6.8011
2022-06-23 12:38:29,366 - mmdet - INFO - Epoch [3][5750/6400] lr: 2.376e-06, eta: 6:57:17, time: 0.430, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0583, loss_cls: 0.1608, acc: 93.5898, loss_bbox: 0.1501, loss: 0.3920, grad_norm: 7.1208
2022-06-23 12:38:53,216 - mmdet - INFO - Epoch [3][5800/6400] lr: 2.376e-06, eta: 6:57:03, time: 0.477, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0721, loss_cls: 0.1634, acc: 93.5762, loss_bbox: 0.1454, loss: 0.4070, grad_norm: 6.7244
2022-06-23 12:39:10,420 - mmdet - INFO - Epoch [3][5850/6400] lr: 2.376e-06, eta: 6:56:28, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0738, loss_cls: 0.1667, acc: 93.4863, loss_bbox: 0.1582, loss: 0.4188, grad_norm: 6.5281
2022-06-23 12:39:30,614 - mmdet - INFO - Epoch [3][5900/6400] lr: 2.376e-06, eta: 6:56:03, time: 0.404, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0720, loss_cls: 0.1468, acc: 94.2344, loss_bbox: 0.1336, loss: 0.3787, grad_norm: 6.3443
2022-06-23 12:39:51,643 - mmdet - INFO - Epoch [3][5950/6400] lr: 2.376e-06, eta: 6:55:40, time: 0.421, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0724, loss_cls: 0.1603, acc: 93.7559, loss_bbox: 0.1308, loss: 0.3858, grad_norm: 6.4136
2022-06-23 12:40:19,384 - mmdet - INFO - Epoch [3][6000/6400] lr: 2.376e-06, eta: 6:55:38, time: 0.555, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0803, loss_cls: 0.1716, acc: 93.2090, loss_bbox: 0.1355, loss: 0.4095, grad_norm: 7.7154
2022-06-23 12:40:36,631 - mmdet - INFO - Epoch [3][6050/6400] lr: 2.376e-06, eta: 6:55:03, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0817, loss_cls: 0.1544, acc: 93.9023, loss_bbox: 0.1350, loss: 0.3927, grad_norm: 7.3775
2022-06-23 12:40:56,653 - mmdet - INFO - Epoch [3][6100/6400] lr: 2.376e-06, eta: 6:54:37, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0815, loss_cls: 0.1580, acc: 93.7109, loss_bbox: 0.1418, loss: 0.4033, grad_norm: 7.1226
2022-06-23 12:41:13,888 - mmdet - INFO - Epoch [3][6150/6400] lr: 2.376e-06, eta: 6:54:03, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0597, loss_cls: 0.1616, acc: 93.5488, loss_bbox: 0.1571, loss: 0.4001, grad_norm: 6.7592
2022-06-23 12:41:31,096 - mmdet - INFO - Epoch [3][6200/6400] lr: 2.376e-06, eta: 6:53:28, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0882, loss_cls: 0.1824, acc: 92.9316, loss_bbox: 0.1700, loss: 0.4649, grad_norm: 7.4823
2022-06-23 12:41:57,345 - mmdet - INFO - Epoch [3][6250/6400] lr: 2.376e-06, eta: 6:53:21, time: 0.525, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0713, loss_cls: 0.1536, acc: 94.1211, loss_bbox: 0.1362, loss: 0.3865, grad_norm: 7.4357
2022-06-23 12:42:18,181 - mmdet - INFO - Epoch [3][6300/6400] lr: 2.376e-06, eta: 6:52:58, time: 0.417, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0542, loss_cls: 0.1614, acc: 93.5996, loss_bbox: 0.1397, loss: 0.3721, grad_norm: 6.2574
2022-06-23 12:42:39,620 - mmdet - INFO - Epoch [3][6350/6400] lr: 2.376e-06, eta: 6:52:36, time: 0.429, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0931, loss_cls: 0.1722, acc: 93.1543, loss_bbox: 0.1547, loss: 0.4461, grad_norm: 8.6063
2022-06-23 12:42:56,803 - mmdet - INFO - Epoch [3][6400/6400] lr: 2.376e-06, eta: 6:52:02, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0702, loss_cls: 0.1550, acc: 93.8281, loss_bbox: 0.1370, loss: 0.3811, grad_norm: 7.5115
2022-06-23 12:42:57,182 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-06-23 12:43:35,305 - mmdet - INFO - Epoch [4][50/6400] lr: 2.376e-06, eta: 6:52:24, time: 0.718, data_time: 0.307, memory: 14053, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0766, loss_cls: 0.1735, acc: 93.1855, loss_bbox: 0.1470, loss: 0.4249, grad_norm: 8.3120
2022-06-23 12:44:00,687 - mmdet - INFO - Epoch [4][100/6400] lr: 2.376e-06, eta: 6:52:14, time: 0.508, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0588, loss_cls: 0.1441, acc: 94.2285, loss_bbox: 0.1297, loss: 0.3601, grad_norm: 6.5321
2022-06-23 12:44:26,508 - mmdet - INFO - Epoch [4][150/6400] lr: 2.376e-06, eta: 6:52:05, time: 0.516, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0612, loss_cls: 0.1542, acc: 94.0781, loss_bbox: 0.1294, loss: 0.3776, grad_norm: 6.7508
2022-06-23 12:44:46,474 - mmdet - INFO - Epoch [4][200/6400] lr: 2.376e-06, eta: 6:51:39, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0838, loss_cls: 0.1585, acc: 93.7227, loss_bbox: 0.1623, loss: 0.4299, grad_norm: 7.3725
2022-06-23 12:45:10,180 - mmdet - INFO - Epoch [4][250/6400] lr: 2.376e-06, eta: 6:51:24, time: 0.474, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0849, loss_cls: 0.1516, acc: 94.0430, loss_bbox: 0.1421, loss: 0.3995, grad_norm: 6.9493
2022-06-23 12:45:27,512 - mmdet - INFO - Epoch [4][300/6400] lr: 2.376e-06, eta: 6:50:50, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0799, loss_cls: 0.1754, acc: 93.3086, loss_bbox: 0.1405, loss: 0.4256, grad_norm: 7.1032
2022-06-23 12:45:44,795 - mmdet - INFO - Epoch [4][350/6400] lr: 2.376e-06, eta: 6:50:16, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0603, loss_cls: 0.1388, acc: 94.6758, loss_bbox: 0.1344, loss: 0.3479, grad_norm: 6.4112
2022-06-23 12:46:01,959 - mmdet - INFO - Epoch [4][400/6400] lr: 2.376e-06, eta: 6:49:42, time: 0.343, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0701, loss_cls: 0.1717, acc: 93.0742, loss_bbox: 0.1454, loss: 0.4159, grad_norm: 6.9607
2022-06-23 12:46:22,425 - mmdet - INFO - Epoch [4][450/6400] lr: 2.376e-06, eta: 6:49:18, time: 0.409, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0851, loss_cls: 0.1521, acc: 93.8223, loss_bbox: 0.1373, loss: 0.3967, grad_norm: 6.4308
2022-06-23 12:46:44,695 - mmdet - INFO - Epoch [4][500/6400] lr: 2.376e-06, eta: 6:48:58, time: 0.445, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0669, loss_cls: 0.1632, acc: 93.4668, loss_bbox: 0.1384, loss: 0.3913, grad_norm: 6.6712
2022-06-23 12:47:10,627 - mmdet - INFO - Epoch [4][550/6400] lr: 2.376e-06, eta: 6:48:50, time: 0.519, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0737, loss_cls: 0.1625, acc: 93.8086, loss_bbox: 0.1391, loss: 0.3996, grad_norm: 6.7314
2022-06-23 12:47:27,862 - mmdet - INFO - Epoch [4][600/6400] lr: 2.376e-06, eta: 6:48:16, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0747, loss_cls: 0.1302, acc: 94.5859, loss_bbox: 0.1349, loss: 0.3637, grad_norm: 6.6740
2022-06-23 12:47:44,998 - mmdet - INFO - Epoch [4][650/6400] lr: 2.376e-06, eta: 6:47:42, time: 0.343, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0727, loss_cls: 0.1556, acc: 93.6738, loss_bbox: 0.1497, loss: 0.4029, grad_norm: 7.6181
2022-06-23 12:48:02,241 - mmdet - INFO - Epoch [4][700/6400] lr: 2.376e-06, eta: 6:47:08, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0755, loss_cls: 0.1485, acc: 94.1055, loss_bbox: 0.1406, loss: 0.3808, grad_norm: 6.9356
2022-06-23 12:48:26,066 - mmdet - INFO - Epoch [4][750/6400] lr: 2.376e-06, eta: 6:46:54, time: 0.477, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0961, loss_cls: 0.1830, acc: 92.8477, loss_bbox: 0.1462, loss: 0.4491, grad_norm: 7.4876
2022-06-23 12:48:54,886 - mmdet - INFO - Epoch [4][800/6400] lr: 2.376e-06, eta: 6:46:53, time: 0.576, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0748, loss_cls: 0.1490, acc: 93.8242, loss_bbox: 0.1412, loss: 0.3874, grad_norm: 7.3454
2022-06-23 12:49:15,238 - mmdet - INFO - Epoch [4][850/6400] lr: 2.376e-06, eta: 6:46:28, time: 0.407, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0890, loss_cls: 0.1733, acc: 93.2148, loss_bbox: 0.1465, loss: 0.4322, grad_norm: 6.6605
2022-06-23 12:49:32,519 - mmdet - INFO - Epoch [4][900/6400] lr: 2.376e-06, eta: 6:45:55, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0600, loss_cls: 0.1457, acc: 94.4707, loss_bbox: 0.1245, loss: 0.3474, grad_norm: 6.2782
2022-06-23 12:49:52,205 - mmdet - INFO - Epoch [4][950/6400] lr: 2.376e-06, eta: 6:45:28, time: 0.394, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0714, loss_cls: 0.1623, acc: 93.9141, loss_bbox: 0.1512, loss: 0.4037, grad_norm: 7.6935
2022-06-23 12:50:11,841 - mmdet - INFO - Epoch [4][1000/6400] lr: 2.376e-06, eta: 6:45:02, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0829, loss_cls: 0.1616, acc: 93.6875, loss_bbox: 0.1448, loss: 0.4072, grad_norm: 6.8406
2022-06-23 12:50:36,111 - mmdet - INFO - Epoch [4][1050/6400] lr: 2.376e-06, eta: 6:44:48, time: 0.485, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0852, loss_cls: 0.1517, acc: 94.1582, loss_bbox: 0.1407, loss: 0.3967, grad_norm: 7.4062
2022-06-23 12:50:58,991 - mmdet - INFO - Epoch [4][1100/6400] lr: 2.376e-06, eta: 6:44:31, time: 0.458, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0589, loss_cls: 0.1565, acc: 93.8984, loss_bbox: 0.1327, loss: 0.3689, grad_norm: 7.0241
2022-06-23 12:51:16,250 - mmdet - INFO - Epoch [4][1150/6400] lr: 2.376e-06, eta: 6:43:57, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0848, loss_cls: 0.1594, acc: 93.6270, loss_bbox: 0.1460, loss: 0.4152, grad_norm: 7.1236
2022-06-23 12:51:43,663 - mmdet - INFO - Epoch [4][1200/6400] lr: 2.376e-06, eta: 6:43:52, time: 0.548, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0909, loss_cls: 0.1763, acc: 93.0801, loss_bbox: 0.1543, loss: 0.4476, grad_norm: 7.7043
2022-06-23 12:52:03,796 - mmdet - INFO - Epoch [4][1250/6400] lr: 2.376e-06, eta: 6:43:27, time: 0.403, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0820, loss_cls: 0.1558, acc: 93.5703, loss_bbox: 0.1546, loss: 0.4110, grad_norm: 6.5356
2022-06-23 12:52:24,804 - mmdet - INFO - Epoch [4][1300/6400] lr: 2.376e-06, eta: 6:43:04, time: 0.420, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.1002, loss_cls: 0.1523, acc: 94.0078, loss_bbox: 0.1453, loss: 0.4245, grad_norm: 6.9065
2022-06-23 12:52:47,529 - mmdet - INFO - Epoch [4][1350/6400] lr: 2.376e-06, eta: 6:42:46, time: 0.454, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0613, loss_cls: 0.1502, acc: 94.1211, loss_bbox: 0.1289, loss: 0.3635, grad_norm: 6.2553
2022-06-23 12:53:11,383 - mmdet - INFO - Epoch [4][1400/6400] lr: 2.376e-06, eta: 6:42:31, time: 0.477, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0612, loss_cls: 0.1680, acc: 93.3066, loss_bbox: 0.1567, loss: 0.4034, grad_norm: 6.4532
2022-06-23 12:53:28,755 - mmdet - INFO - Epoch [4][1450/6400] lr: 2.376e-06, eta: 6:41:59, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0627, loss_cls: 0.1634, acc: 93.6621, loss_bbox: 0.1537, loss: 0.4022, grad_norm: 6.6202
2022-06-23 12:53:46,130 - mmdet - INFO - Epoch [4][1500/6400] lr: 2.376e-06, eta: 6:41:26, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0675, loss_cls: 0.1608, acc: 93.7598, loss_bbox: 0.1462, loss: 0.3964, grad_norm: 6.8702
2022-06-23 12:54:10,927 - mmdet - INFO - Epoch [4][1550/6400] lr: 2.376e-06, eta: 6:41:14, time: 0.496, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0681, loss_cls: 0.1494, acc: 94.2539, loss_bbox: 0.1301, loss: 0.3744, grad_norm: 6.8379
2022-06-23 12:54:28,306 - mmdet - INFO - Epoch [4][1600/6400] lr: 2.376e-06, eta: 6:40:41, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0762, loss_cls: 0.1548, acc: 94.0137, loss_bbox: 0.1352, loss: 0.3872, grad_norm: 7.3414
2022-06-23 12:54:47,967 - mmdet - INFO - Epoch [4][1650/6400] lr: 2.376e-06, eta: 6:40:15, time: 0.393, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0652, loss_cls: 0.1421, acc: 94.3496, loss_bbox: 0.1361, loss: 0.3638, grad_norm: 6.9254
2022-06-23 12:55:09,594 - mmdet - INFO - Epoch [4][1700/6400] lr: 2.376e-06, eta: 6:39:54, time: 0.433, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0641, loss_cls: 0.1633, acc: 93.3848, loss_bbox: 0.1352, loss: 0.3864, grad_norm: 6.6140
2022-06-23 12:55:29,593 - mmdet - INFO - Epoch [4][1750/6400] lr: 2.376e-06, eta: 6:39:28, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0676, loss_cls: 0.1343, acc: 94.5723, loss_bbox: 0.1258, loss: 0.3554, grad_norm: 7.2549
2022-06-23 12:55:46,881 - mmdet - INFO - Epoch [4][1800/6400] lr: 2.376e-06, eta: 6:38:56, time: 0.346, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0675, loss_cls: 0.1447, acc: 94.3926, loss_bbox: 0.1264, loss: 0.3582, grad_norm: 6.9375
2022-06-23 12:56:13,811 - mmdet - INFO - Epoch [4][1850/6400] lr: 2.376e-06, eta: 6:38:49, time: 0.539, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0824, loss_cls: 0.1340, acc: 94.6992, loss_bbox: 0.1135, loss: 0.3480, grad_norm: 6.6311
2022-06-23 12:56:38,405 - mmdet - INFO - Epoch [4][1900/6400] lr: 2.376e-06, eta: 6:38:36, time: 0.492, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0672, loss_cls: 0.1616, acc: 93.7793, loss_bbox: 0.1385, loss: 0.3943, grad_norm: 7.2599
2022-06-23 12:57:02,686 - mmdet - INFO - Epoch [4][1950/6400] lr: 2.376e-06, eta: 6:38:22, time: 0.486, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0865, loss_cls: 0.1451, acc: 94.3789, loss_bbox: 0.1318, loss: 0.3858, grad_norm: 7.1163
2022-06-23 12:57:22,444 - mmdet - INFO - Epoch [4][2000/6400] lr: 2.376e-06, eta: 6:37:56, time: 0.395, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0744, loss_cls: 0.1517, acc: 93.8906, loss_bbox: 0.1233, loss: 0.3697, grad_norm: 6.4387
2022-06-23 12:57:49,210 - mmdet - INFO - Epoch [4][2050/6400] lr: 2.376e-06, eta: 6:37:48, time: 0.535, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0619, loss_cls: 0.1604, acc: 93.7227, loss_bbox: 0.1335, loss: 0.3736, grad_norm: 6.9140
2022-06-23 12:58:09,393 - mmdet - INFO - Epoch [4][2100/6400] lr: 2.376e-06, eta: 6:37:23, time: 0.404, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0676, loss_cls: 0.1730, acc: 93.1504, loss_bbox: 0.1598, loss: 0.4191, grad_norm: 7.5129
2022-06-23 12:58:29,363 - mmdet - INFO - Epoch [4][2150/6400] lr: 2.376e-06, eta: 6:36:58, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0828, loss_cls: 0.1786, acc: 93.1035, loss_bbox: 0.1540, loss: 0.4375, grad_norm: 8.0719
2022-06-23 12:58:53,746 - mmdet - INFO - Epoch [4][2200/6400] lr: 2.376e-06, eta: 6:36:44, time: 0.488, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.1119, loss_cls: 0.1732, acc: 92.8340, loss_bbox: 0.1604, loss: 0.4737, grad_norm: 8.1268
2022-06-23 12:59:11,192 - mmdet - INFO - Epoch [4][2250/6400] lr: 2.376e-06, eta: 6:36:12, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0636, loss_cls: 0.1532, acc: 93.8613, loss_bbox: 0.1431, loss: 0.3836, grad_norm: 7.2445
2022-06-23 12:59:32,892 - mmdet - INFO - Epoch [4][2300/6400] lr: 2.376e-06, eta: 6:35:51, time: 0.434, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0722, loss_cls: 0.1645, acc: 93.3418, loss_bbox: 0.1412, loss: 0.3977, grad_norm: 6.4564
2022-06-23 12:59:52,581 - mmdet - INFO - Epoch [4][2350/6400] lr: 2.376e-06, eta: 6:35:25, time: 0.394, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0893, loss_cls: 0.1704, acc: 93.2910, loss_bbox: 0.1458, loss: 0.4327, grad_norm: 7.1648
2022-06-23 13:00:09,808 - mmdet - INFO - Epoch [4][2400/6400] lr: 2.376e-06, eta: 6:34:53, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0690, loss_cls: 0.1496, acc: 93.9082, loss_bbox: 0.1399, loss: 0.3749, grad_norm: 6.6633
2022-06-23 13:00:31,276 - mmdet - INFO - Epoch [4][2450/6400] lr: 2.376e-06, eta: 6:34:31, time: 0.429, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0622, loss_cls: 0.1457, acc: 94.1465, loss_bbox: 0.1429, loss: 0.3765, grad_norm: 7.1833
2022-06-23 13:00:52,916 - mmdet - INFO - Epoch [4][2500/6400] lr: 2.376e-06, eta: 6:34:10, time: 0.433, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0519, loss_cls: 0.1396, acc: 94.4141, loss_bbox: 0.1382, loss: 0.3442, grad_norm: 6.1704
2022-06-23 13:01:10,202 - mmdet - INFO - Epoch [4][2550/6400] lr: 2.376e-06, eta: 6:33:38, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0595, loss_cls: 0.1391, acc: 94.4160, loss_bbox: 0.1321, loss: 0.3497, grad_norm: 6.2292
2022-06-23 13:01:30,215 - mmdet - INFO - Epoch [4][2600/6400] lr: 2.376e-06, eta: 6:33:13, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0910, loss_cls: 0.1440, acc: 94.3027, loss_bbox: 0.1321, loss: 0.3904, grad_norm: 6.8718
2022-06-23 13:01:51,168 - mmdet - INFO - Epoch [4][2650/6400] lr: 2.376e-06, eta: 6:32:50, time: 0.419, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0931, loss_cls: 0.1684, acc: 93.1113, loss_bbox: 0.1566, loss: 0.4446, grad_norm: 7.2100
2022-06-23 13:02:12,042 - mmdet - INFO - Epoch [4][2700/6400] lr: 2.376e-06, eta: 6:32:28, time: 0.417, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0639, loss_cls: 0.1364, acc: 94.6309, loss_bbox: 0.1249, loss: 0.3492, grad_norm: 6.2715
2022-06-23 13:02:32,076 - mmdet - INFO - Epoch [4][2750/6400] lr: 2.376e-06, eta: 6:32:03, time: 0.401, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0782, loss_cls: 0.1501, acc: 93.9883, loss_bbox: 0.1327, loss: 0.3856, grad_norm: 8.7367
2022-06-23 13:03:06,325 - mmdet - INFO - Epoch [4][2800/6400] lr: 2.376e-06, eta: 6:32:13, time: 0.685, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0878, loss_cls: 0.1605, acc: 93.6055, loss_bbox: 0.1324, loss: 0.4028, grad_norm: 7.2185
2022-06-23 13:03:29,136 - mmdet - INFO - Epoch [4][2850/6400] lr: 2.376e-06, eta: 6:31:55, time: 0.456, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0934, loss_cls: 0.1493, acc: 94.1602, loss_bbox: 0.1391, loss: 0.3996, grad_norm: 7.5750
2022-06-23 13:03:59,002 - mmdet - INFO - Epoch [4][2900/6400] lr: 2.376e-06, eta: 6:31:54, time: 0.597, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0985, loss_cls: 0.1608, acc: 93.3301, loss_bbox: 0.1556, loss: 0.4390, grad_norm: 7.2471
2022-06-23 13:04:16,312 - mmdet - INFO - Epoch [4][2950/6400] lr: 2.376e-06, eta: 6:31:22, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0780, loss_cls: 0.1513, acc: 94.1270, loss_bbox: 0.1314, loss: 0.3829, grad_norm: 6.7745
2022-06-23 13:04:37,199 - mmdet - INFO - Epoch [4][3000/6400] lr: 2.376e-06, eta: 6:30:59, time: 0.418, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0734, loss_cls: 0.1568, acc: 93.8242, loss_bbox: 0.1370, loss: 0.3887, grad_norm: 6.7587
2022-06-23 13:04:57,290 - mmdet - INFO - Epoch [4][3050/6400] lr: 2.376e-06, eta: 6:30:34, time: 0.402, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0669, loss_cls: 0.1348, acc: 94.7363, loss_bbox: 0.1349, loss: 0.3617, grad_norm: 6.4315
2022-06-23 13:05:14,694 - mmdet - INFO - Epoch [4][3100/6400] lr: 2.376e-06, eta: 6:30:03, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0697, loss_cls: 0.1459, acc: 94.1406, loss_bbox: 0.1247, loss: 0.3581, grad_norm: 6.1949
2022-06-23 13:05:40,886 - mmdet - INFO - Epoch [4][3150/6400] lr: 2.376e-06, eta: 6:29:53, time: 0.524, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0750, loss_cls: 0.1506, acc: 93.8984, loss_bbox: 0.1438, loss: 0.3912, grad_norm: 7.2802
2022-06-23 13:06:02,962 - mmdet - INFO - Epoch [4][3200/6400] lr: 2.376e-06, eta: 6:29:33, time: 0.442, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0673, loss_cls: 0.1745, acc: 93.6855, loss_bbox: 0.1349, loss: 0.4078, grad_norm: 7.3992
2022-06-23 13:06:25,074 - mmdet - INFO - Epoch [4][3250/6400] lr: 2.376e-06, eta: 6:29:13, time: 0.442, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0893, loss_cls: 0.1710, acc: 93.4883, loss_bbox: 0.1376, loss: 0.4245, grad_norm: 7.1517
2022-06-23 13:06:53,061 - mmdet - INFO - Epoch [4][3300/6400] lr: 2.376e-06, eta: 6:29:07, time: 0.560, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0721, loss_cls: 0.1560, acc: 93.9297, loss_bbox: 0.1368, loss: 0.3834, grad_norm: 6.1994
2022-06-23 13:07:17,024 - mmdet - INFO - Epoch [4][3350/6400] lr: 2.376e-06, eta: 6:28:52, time: 0.479, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0656, loss_cls: 0.1435, acc: 94.3281, loss_bbox: 0.1323, loss: 0.3664, grad_norm: 6.4764
2022-06-23 13:07:37,031 - mmdet - INFO - Epoch [4][3400/6400] lr: 2.376e-06, eta: 6:28:27, time: 0.400, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0615, loss_cls: 0.1406, acc: 94.3164, loss_bbox: 0.1445, loss: 0.3640, grad_norm: 6.2972
2022-06-23 13:07:56,650 - mmdet - INFO - Epoch [4][3450/6400] lr: 2.376e-06, eta: 6:28:01, time: 0.392, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0849, loss_cls: 0.1832, acc: 92.5117, loss_bbox: 0.1474, loss: 0.4430, grad_norm: 7.8119
2022-06-23 13:08:23,365 - mmdet - INFO - Epoch [4][3500/6400] lr: 2.376e-06, eta: 6:27:52, time: 0.534, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0651, loss_cls: 0.1480, acc: 94.2031, loss_bbox: 0.1378, loss: 0.3693, grad_norm: 7.0313
2022-06-23 13:08:48,471 - mmdet - INFO - Epoch [4][3550/6400] lr: 2.376e-06, eta: 6:27:39, time: 0.502, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0605, loss_cls: 0.1494, acc: 94.1523, loss_bbox: 0.1407, loss: 0.3726, grad_norm: 6.4651
2022-06-23 13:09:05,767 - mmdet - INFO - Epoch [4][3600/6400] lr: 2.376e-06, eta: 6:27:07, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0671, loss_cls: 0.1508, acc: 94.2207, loss_bbox: 0.1262, loss: 0.3659, grad_norm: 7.0771
2022-06-23 13:09:26,343 - mmdet - INFO - Epoch [4][3650/6400] lr: 2.376e-06, eta: 6:26:43, time: 0.412, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0962, loss_cls: 0.1666, acc: 93.3359, loss_bbox: 0.1410, loss: 0.4394, grad_norm: 7.9769
2022-06-23 13:09:43,650 - mmdet - INFO - Epoch [4][3700/6400] lr: 2.376e-06, eta: 6:26:12, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.1101, loss_cls: 0.1802, acc: 92.6797, loss_bbox: 0.1577, loss: 0.4670, grad_norm: 7.6330
2022-06-23 13:10:03,993 - mmdet - INFO - Epoch [4][3750/6400] lr: 2.376e-06, eta: 6:25:48, time: 0.407, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0749, loss_cls: 0.1638, acc: 93.5391, loss_bbox: 0.1437, loss: 0.4043, grad_norm: 7.1733
2022-06-23 13:10:28,244 - mmdet - INFO - Epoch [4][3800/6400] lr: 2.376e-06, eta: 6:25:33, time: 0.485, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0751, loss_cls: 0.1721, acc: 93.4375, loss_bbox: 0.1430, loss: 0.4145, grad_norm: 7.2202
2022-06-23 13:10:48,180 - mmdet - INFO - Epoch [4][3850/6400] lr: 2.376e-06, eta: 6:25:08, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0743, loss_cls: 0.1685, acc: 93.4414, loss_bbox: 0.1501, loss: 0.4144, grad_norm: 7.6403
2022-06-23 13:11:05,395 - mmdet - INFO - Epoch [4][3900/6400] lr: 2.376e-06, eta: 6:24:36, time: 0.344, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0617, loss_cls: 0.1427, acc: 94.2285, loss_bbox: 0.1268, loss: 0.3494, grad_norm: 6.5785
2022-06-23 13:11:28,626 - mmdet - INFO - Epoch [4][3950/6400] lr: 2.376e-06, eta: 6:24:19, time: 0.465, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0592, loss_cls: 0.1479, acc: 94.1562, loss_bbox: 0.1398, loss: 0.3633, grad_norm: 6.3801
2022-06-23 13:11:49,288 - mmdet - INFO - Epoch [4][4000/6400] lr: 2.376e-06, eta: 6:23:55, time: 0.413, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0654, loss_cls: 0.1516, acc: 94.1484, loss_bbox: 0.1281, loss: 0.3674, grad_norm: 6.5601
2022-06-23 13:12:06,647 - mmdet - INFO - Epoch [4][4050/6400] lr: 2.376e-06, eta: 6:23:24, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0753, loss_cls: 0.1601, acc: 93.5918, loss_bbox: 0.1270, loss: 0.3870, grad_norm: 6.5509
2022-06-23 13:12:23,978 - mmdet - INFO - Epoch [4][4100/6400] lr: 2.376e-06, eta: 6:22:53, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0612, loss_cls: 0.1598, acc: 93.7266, loss_bbox: 0.1310, loss: 0.3689, grad_norm: 6.1597
2022-06-23 13:12:43,876 - mmdet - INFO - Epoch [4][4150/6400] lr: 2.376e-06, eta: 6:22:28, time: 0.398, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0739, loss_cls: 0.1423, acc: 94.4609, loss_bbox: 0.1191, loss: 0.3525, grad_norm: 7.2494
2022-06-23 13:13:06,930 - mmdet - INFO - Epoch [4][4200/6400] lr: 2.376e-06, eta: 6:22:10, time: 0.461, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0710, loss_cls: 0.1655, acc: 93.2168, loss_bbox: 0.1580, loss: 0.4158, grad_norm: 7.1270
2022-06-23 13:13:27,937 - mmdet - INFO - Epoch [4][4250/6400] lr: 2.376e-06, eta: 6:21:48, time: 0.420, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0787, loss_cls: 0.1631, acc: 93.5820, loss_bbox: 0.1291, loss: 0.3948, grad_norm: 6.8585
2022-06-23 13:13:45,347 - mmdet - INFO - Epoch [4][4300/6400] lr: 2.376e-06, eta: 6:21:17, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0756, loss_cls: 0.1673, acc: 93.4922, loss_bbox: 0.1431, loss: 0.4103, grad_norm: 6.7961
2022-06-23 13:14:02,816 - mmdet - INFO - Epoch [4][4350/6400] lr: 2.376e-06, eta: 6:20:47, time: 0.349, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0734, loss_cls: 0.1592, acc: 93.8008, loss_bbox: 0.1270, loss: 0.3811, grad_norm: 6.7400
2022-06-23 13:14:25,564 - mmdet - INFO - Epoch [4][4400/6400] lr: 2.376e-06, eta: 6:20:28, time: 0.455, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0736, loss_cls: 0.1672, acc: 93.5469, loss_bbox: 0.1271, loss: 0.3858, grad_norm: 6.8142
2022-06-23 13:14:47,705 - mmdet - INFO - Epoch [4][4450/6400] lr: 2.376e-06, eta: 6:20:08, time: 0.443, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0831, loss_cls: 0.1448, acc: 94.1523, loss_bbox: 0.1341, loss: 0.3812, grad_norm: 7.0697
2022-06-23 13:15:04,936 - mmdet - INFO - Epoch [4][4500/6400] lr: 2.376e-06, eta: 6:19:37, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0513, loss_cls: 0.1347, acc: 94.7891, loss_bbox: 0.1225, loss: 0.3287, grad_norm: 6.2041
2022-06-23 13:15:24,632 - mmdet - INFO - Epoch [4][4550/6400] lr: 2.376e-06, eta: 6:19:12, time: 0.394, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0621, loss_cls: 0.1464, acc: 94.2910, loss_bbox: 0.1327, loss: 0.3612, grad_norm: 6.2461
2022-06-23 13:15:44,587 - mmdet - INFO - Epoch [4][4600/6400] lr: 2.376e-06, eta: 6:18:47, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0636, loss_cls: 0.1326, acc: 94.7422, loss_bbox: 0.1105, loss: 0.3238, grad_norm: 6.1605
2022-06-23 13:16:01,974 - mmdet - INFO - Epoch [4][4650/6400] lr: 2.376e-06, eta: 6:18:17, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0713, loss_cls: 0.1465, acc: 94.2383, loss_bbox: 0.1226, loss: 0.3589, grad_norm: 6.8454
2022-06-23 13:16:19,320 - mmdet - INFO - Epoch [4][4700/6400] lr: 2.376e-06, eta: 6:17:46, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0887, loss_cls: 0.1465, acc: 94.1172, loss_bbox: 0.1295, loss: 0.3866, grad_norm: 7.0234
2022-06-23 13:16:36,515 - mmdet - INFO - Epoch [4][4750/6400] lr: 2.376e-06, eta: 6:17:16, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0742, loss_cls: 0.1462, acc: 94.0566, loss_bbox: 0.1356, loss: 0.3741, grad_norm: 7.1977
2022-06-23 13:17:02,622 - mmdet - INFO - Epoch [4][4800/6400] lr: 2.376e-06, eta: 6:17:04, time: 0.522, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0611, loss_cls: 0.1485, acc: 94.3535, loss_bbox: 0.1305, loss: 0.3579, grad_norm: 7.2323
2022-06-23 13:17:19,891 - mmdet - INFO - Epoch [4][4850/6400] lr: 2.376e-06, eta: 6:16:34, time: 0.345, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0604, loss_cls: 0.1539, acc: 94.0430, loss_bbox: 0.1329, loss: 0.3738, grad_norm: 7.7324
2022-06-23 13:17:40,502 - mmdet - INFO - Epoch [4][4900/6400] lr: 2.376e-06, eta: 6:16:11, time: 0.412, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0790, loss_cls: 0.1678, acc: 93.0234, loss_bbox: 0.1441, loss: 0.4163, grad_norm: 6.9482
2022-06-23 13:18:05,536 - mmdet - INFO - Epoch [4][4950/6400] lr: 2.376e-06, eta: 6:15:57, time: 0.501, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0798, loss_cls: 0.1538, acc: 94.4160, loss_bbox: 0.1255, loss: 0.3797, grad_norm: 7.4560
2022-06-23 13:18:26,347 - mmdet - INFO - Epoch [4][5000/6400] lr: 2.376e-06, eta: 6:15:34, time: 0.416, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0834, loss_cls: 0.1675, acc: 93.7695, loss_bbox: 0.1432, loss: 0.4183, grad_norm: 7.2712
2022-06-23 13:18:49,587 - mmdet - INFO - Epoch [4][5050/6400] lr: 2.376e-06, eta: 6:15:17, time: 0.465, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0659, loss_cls: 0.1559, acc: 93.6758, loss_bbox: 0.1338, loss: 0.3731, grad_norm: 7.3011
2022-06-23 13:19:06,883 - mmdet - INFO - Epoch [4][5100/6400] lr: 2.376e-06, eta: 6:14:47, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0790, loss_cls: 0.1416, acc: 94.5176, loss_bbox: 0.1231, loss: 0.3634, grad_norm: 7.3437
2022-06-23 13:19:26,465 - mmdet - INFO - Epoch [4][5150/6400] lr: 2.376e-06, eta: 6:14:21, time: 0.392, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0642, loss_cls: 0.1568, acc: 93.9258, loss_bbox: 0.1211, loss: 0.3671, grad_norm: 7.4883
2022-06-23 13:19:52,343 - mmdet - INFO - Epoch [4][5200/6400] lr: 2.376e-06, eta: 6:14:09, time: 0.518, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0652, loss_cls: 0.1557, acc: 94.0156, loss_bbox: 0.1319, loss: 0.3699, grad_norm: 6.9435
2022-06-23 13:20:12,174 - mmdet - INFO - Epoch [4][5250/6400] lr: 2.376e-06, eta: 6:13:45, time: 0.397, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0704, loss_cls: 0.1686, acc: 93.5273, loss_bbox: 0.1343, loss: 0.3957, grad_norm: 7.6728
2022-06-23 13:20:40,846 - mmdet - INFO - Epoch [4][5300/6400] lr: 2.376e-06, eta: 6:13:39, time: 0.574, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0811, loss_cls: 0.1546, acc: 93.8594, loss_bbox: 0.1507, loss: 0.4058, grad_norm: 6.4697
2022-06-23 13:21:03,576 - mmdet - INFO - Epoch [4][5350/6400] lr: 2.376e-06, eta: 6:13:20, time: 0.455, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0761, loss_cls: 0.1495, acc: 94.0508, loss_bbox: 0.1379, loss: 0.3832, grad_norm: 6.2297
2022-06-23 13:21:30,395 - mmdet - INFO - Epoch [4][5400/6400] lr: 2.376e-06, eta: 6:13:10, time: 0.536, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0821, loss_cls: 0.1487, acc: 94.2012, loss_bbox: 0.1161, loss: 0.3690, grad_norm: 7.3261
2022-06-23 13:21:47,677 - mmdet - INFO - Epoch [4][5450/6400] lr: 2.376e-06, eta: 6:12:40, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0642, loss_cls: 0.1483, acc: 94.1484, loss_bbox: 0.1300, loss: 0.3662, grad_norm: 7.1055
2022-06-23 13:22:09,050 - mmdet - INFO - Epoch [4][5500/6400] lr: 2.376e-06, eta: 6:12:18, time: 0.427, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0702, loss_cls: 0.1454, acc: 94.3203, loss_bbox: 0.1261, loss: 0.3653, grad_norm: 7.6403
2022-06-23 13:22:33,686 - mmdet - INFO - Epoch [4][5550/6400] lr: 2.376e-06, eta: 6:12:03, time: 0.493, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0941, loss_cls: 0.1597, acc: 93.5098, loss_bbox: 0.1395, loss: 0.4147, grad_norm: 7.0102
2022-06-23 13:23:02,439 - mmdet - INFO - Epoch [4][5600/6400] lr: 2.376e-06, eta: 6:11:57, time: 0.575, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0798, loss_cls: 0.1422, acc: 94.1777, loss_bbox: 0.1269, loss: 0.3702, grad_norm: 6.7035
2022-06-23 13:23:22,431 - mmdet - INFO - Epoch [4][5650/6400] lr: 2.376e-06, eta: 6:11:33, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0624, loss_cls: 0.1692, acc: 93.2422, loss_bbox: 0.1241, loss: 0.3825, grad_norm: 6.8845
2022-06-23 13:23:42,261 - mmdet - INFO - Epoch [4][5700/6400] lr: 2.376e-06, eta: 6:11:08, time: 0.397, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0724, loss_cls: 0.1673, acc: 93.6328, loss_bbox: 0.1340, loss: 0.4073, grad_norm: 7.7572
2022-06-23 13:24:05,182 - mmdet - INFO - Epoch [4][5750/6400] lr: 2.376e-06, eta: 6:10:50, time: 0.458, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0984, loss_cls: 0.1557, acc: 93.7305, loss_bbox: 0.1333, loss: 0.4105, grad_norm: 7.4138
2022-06-23 13:24:34,706 - mmdet - INFO - Epoch [4][5800/6400] lr: 2.376e-06, eta: 6:10:45, time: 0.590, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0761, loss_cls: 0.1396, acc: 94.6758, loss_bbox: 0.1323, loss: 0.3730, grad_norm: 7.0517
2022-06-23 13:25:03,903 - mmdet - INFO - Epoch [4][5850/6400] lr: 2.376e-06, eta: 6:10:39, time: 0.584, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0734, loss_cls: 0.1578, acc: 93.7227, loss_bbox: 0.1435, loss: 0.3951, grad_norm: 7.2274
2022-06-23 13:25:21,111 - mmdet - INFO - Epoch [4][5900/6400] lr: 2.376e-06, eta: 6:10:09, time: 0.344, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0569, loss_cls: 0.1507, acc: 94.0938, loss_bbox: 0.1135, loss: 0.3402, grad_norm: 6.1538
2022-06-23 13:25:38,433 - mmdet - INFO - Epoch [4][5950/6400] lr: 2.376e-06, eta: 6:09:39, time: 0.346, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0906, loss_cls: 0.1547, acc: 93.8477, loss_bbox: 0.1464, loss: 0.4156, grad_norm: 7.4407
2022-06-23 13:25:55,728 - mmdet - INFO - Epoch [4][6000/6400] lr: 2.376e-06, eta: 6:09:09, time: 0.346, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0470, loss_cls: 0.1275, acc: 94.9922, loss_bbox: 0.1156, loss: 0.3075, grad_norm: 5.7004
2022-06-23 13:26:16,630 - mmdet - INFO - Epoch [4][6050/6400] lr: 2.376e-06, eta: 6:08:46, time: 0.418, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0649, loss_cls: 0.1548, acc: 93.6602, loss_bbox: 0.1380, loss: 0.3830, grad_norm: 6.9926
2022-06-23 13:26:33,928 - mmdet - INFO - Epoch [4][6100/6400] lr: 2.376e-06, eta: 6:08:16, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0703, loss_cls: 0.1427, acc: 94.2461, loss_bbox: 0.1313, loss: 0.3591, grad_norm: 6.4540
2022-06-23 13:26:53,928 - mmdet - INFO - Epoch [4][6150/6400] lr: 2.376e-06, eta: 6:07:52, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0582, loss_cls: 0.1543, acc: 93.5371, loss_bbox: 0.1256, loss: 0.3561, grad_norm: 6.9266
2022-06-23 13:27:11,259 - mmdet - INFO - Epoch [4][6200/6400] lr: 2.376e-06, eta: 6:07:22, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0514, loss_cls: 0.1380, acc: 94.4512, loss_bbox: 0.1303, loss: 0.3372, grad_norm: 6.1956
2022-06-23 13:27:31,412 - mmdet - INFO - Epoch [4][6250/6400] lr: 2.376e-06, eta: 6:06:58, time: 0.403, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0825, loss_cls: 0.1625, acc: 93.7637, loss_bbox: 0.1407, loss: 0.4066, grad_norm: 6.9640
2022-06-23 13:27:54,401 - mmdet - INFO - Epoch [4][6300/6400] lr: 2.376e-06, eta: 6:06:40, time: 0.460, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0656, loss_cls: 0.1676, acc: 93.6113, loss_bbox: 0.1384, loss: 0.3957, grad_norm: 6.8751
2022-06-23 13:28:11,581 - mmdet - INFO - Epoch [4][6350/6400] lr: 2.376e-06, eta: 6:06:10, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0839, loss_cls: 0.1372, acc: 94.4141, loss_bbox: 0.1186, loss: 0.3649, grad_norm: 6.9756
2022-06-23 13:28:38,605 - mmdet - INFO - Epoch [4][6400/6400] lr: 2.376e-06, eta: 6:06:00, time: 0.540, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0663, loss_cls: 0.1645, acc: 93.2715, loss_bbox: 0.1274, loss: 0.3812, grad_norm: 6.8815
2022-06-23 13:28:38,982 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-06-23 13:29:13,977 - mmdet - INFO - Epoch [5][50/6400] lr: 2.376e-06, eta: 6:06:01, time: 0.656, data_time: 0.306, memory: 14053, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0898, loss_cls: 0.1451, acc: 94.2910, loss_bbox: 0.1201, loss: 0.3706, grad_norm: 6.4086
2022-06-23 13:29:31,414 - mmdet - INFO - Epoch [5][100/6400] lr: 2.376e-06, eta: 6:05:31, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0701, loss_cls: 0.1572, acc: 93.8125, loss_bbox: 0.1264, loss: 0.3708, grad_norm: 6.7077
2022-06-23 13:29:58,628 - mmdet - INFO - Epoch [5][150/6400] lr: 2.376e-06, eta: 6:05:21, time: 0.544, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0771, loss_cls: 0.1219, acc: 95.2812, loss_bbox: 0.1114, loss: 0.3291, grad_norm: 6.7594
2022-06-23 13:30:23,140 - mmdet - INFO - Epoch [5][200/6400] lr: 2.376e-06, eta: 6:05:06, time: 0.490, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0750, loss_cls: 0.1392, acc: 94.6074, loss_bbox: 0.1319, loss: 0.3625, grad_norm: 7.0275
2022-06-23 13:30:40,384 - mmdet - INFO - Epoch [5][250/6400] lr: 2.376e-06, eta: 6:04:36, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0678, loss_cls: 0.1464, acc: 94.1094, loss_bbox: 0.1299, loss: 0.3667, grad_norm: 6.3124
2022-06-23 13:31:06,631 - mmdet - INFO - Epoch [5][300/6400] lr: 2.376e-06, eta: 6:04:24, time: 0.525, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0735, loss_cls: 0.1483, acc: 94.3574, loss_bbox: 0.1346, loss: 0.3735, grad_norm: 6.4992
2022-06-23 13:31:26,727 - mmdet - INFO - Epoch [5][350/6400] lr: 2.376e-06, eta: 6:04:00, time: 0.402, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0707, loss_cls: 0.1508, acc: 93.9219, loss_bbox: 0.1506, loss: 0.3941, grad_norm: 7.0887
2022-06-23 13:31:44,021 - mmdet - INFO - Epoch [5][400/6400] lr: 2.376e-06, eta: 6:03:30, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0504, loss_cls: 0.1371, acc: 94.5508, loss_bbox: 0.1312, loss: 0.3322, grad_norm: 5.9717
2022-06-23 13:32:05,675 - mmdet - INFO - Epoch [5][450/6400] lr: 2.376e-06, eta: 6:03:09, time: 0.433, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0558, loss_cls: 0.1545, acc: 94.2246, loss_bbox: 0.1263, loss: 0.3608, grad_norm: 7.5574
2022-06-23 13:32:22,949 - mmdet - INFO - Epoch [5][500/6400] lr: 2.376e-06, eta: 6:02:39, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.1066, loss_cls: 0.1655, acc: 93.3535, loss_bbox: 0.1488, loss: 0.4490, grad_norm: 8.5754
2022-06-23 13:32:40,191 - mmdet - INFO - Epoch [5][550/6400] lr: 2.376e-06, eta: 6:02:10, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0732, loss_cls: 0.1511, acc: 93.8906, loss_bbox: 0.1349, loss: 0.3770, grad_norm: 6.5883
2022-06-23 13:33:00,012 - mmdet - INFO - Epoch [5][600/6400] lr: 2.376e-06, eta: 6:01:45, time: 0.396, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0513, loss_cls: 0.1327, acc: 94.8477, loss_bbox: 0.1176, loss: 0.3224, grad_norm: 6.2964
2022-06-23 13:33:17,331 - mmdet - INFO - Epoch [5][650/6400] lr: 2.376e-06, eta: 6:01:16, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0522, loss_cls: 0.1176, acc: 95.2578, loss_bbox: 0.1079, loss: 0.2986, grad_norm: 5.9327
2022-06-23 13:33:45,225 - mmdet - INFO - Epoch [5][700/6400] lr: 2.376e-06, eta: 6:01:07, time: 0.558, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0531, loss_cls: 0.1263, acc: 94.9414, loss_bbox: 0.1152, loss: 0.3125, grad_norm: 5.9453
2022-06-23 13:34:02,448 - mmdet - INFO - Epoch [5][750/6400] lr: 2.376e-06, eta: 6:00:37, time: 0.344, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0715, loss_cls: 0.1443, acc: 94.3672, loss_bbox: 0.1336, loss: 0.3680, grad_norm: 7.1424
2022-06-23 13:34:22,665 - mmdet - INFO - Epoch [5][800/6400] lr: 2.376e-06, eta: 6:00:13, time: 0.404, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0495, loss_cls: 0.1431, acc: 94.4043, loss_bbox: 0.1159, loss: 0.3256, grad_norm: 6.5924
2022-06-23 13:34:43,494 - mmdet - INFO - Epoch [5][850/6400] lr: 2.376e-06, eta: 5:59:51, time: 0.417, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0817, loss_cls: 0.1441, acc: 94.2363, loss_bbox: 0.1348, loss: 0.3831, grad_norm: 8.5950
2022-06-23 13:35:06,773 - mmdet - INFO - Epoch [5][900/6400] lr: 2.376e-06, eta: 5:59:33, time: 0.466, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0684, loss_cls: 0.1572, acc: 93.9688, loss_bbox: 0.1409, loss: 0.3984, grad_norm: 8.2280
2022-06-23 13:35:24,036 - mmdet - INFO - Epoch [5][950/6400] lr: 2.376e-06, eta: 5:59:03, time: 0.345, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0615, loss_cls: 0.1475, acc: 94.2559, loss_bbox: 0.1312, loss: 0.3600, grad_norm: 6.4823
2022-06-23 13:35:41,506 - mmdet - INFO - Epoch [5][1000/6400] lr: 2.376e-06, eta: 5:58:34, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0772, loss_cls: 0.1465, acc: 94.2676, loss_bbox: 0.1306, loss: 0.3796, grad_norm: 6.9632
2022-06-23 13:36:01,487 - mmdet - INFO - Epoch [5][1050/6400] lr: 2.376e-06, eta: 5:58:10, time: 0.400, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0806, loss_cls: 0.1428, acc: 94.1895, loss_bbox: 0.1467, loss: 0.3872, grad_norm: 6.3138
2022-06-23 13:36:28,249 - mmdet - INFO - Epoch [5][1100/6400] lr: 2.376e-06, eta: 5:57:59, time: 0.535, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0724, loss_cls: 0.1511, acc: 93.9336, loss_bbox: 0.1277, loss: 0.3720, grad_norm: 7.0949
2022-06-23 13:36:45,611 - mmdet - INFO - Epoch [5][1150/6400] lr: 2.376e-06, eta: 5:57:30, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0739, loss_cls: 0.1373, acc: 94.7266, loss_bbox: 0.1247, loss: 0.3536, grad_norm: 7.1299
2022-06-23 13:37:05,609 - mmdet - INFO - Epoch [5][1200/6400] lr: 2.376e-06, eta: 5:57:06, time: 0.400, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0644, loss_cls: 0.1525, acc: 93.7090, loss_bbox: 0.1393, loss: 0.3726, grad_norm: 6.3088
2022-06-23 13:37:28,195 - mmdet - INFO - Epoch [5][1250/6400] lr: 2.376e-06, eta: 5:56:46, time: 0.452, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0797, loss_cls: 0.1496, acc: 93.9180, loss_bbox: 0.1442, loss: 0.3880, grad_norm: 6.6768
2022-06-23 13:37:45,629 - mmdet - INFO - Epoch [5][1300/6400] lr: 2.376e-06, eta: 5:56:18, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0594, loss_cls: 0.1453, acc: 94.2168, loss_bbox: 0.1219, loss: 0.3449, grad_norm: 6.1550
2022-06-23 13:38:07,911 - mmdet - INFO - Epoch [5][1350/6400] lr: 2.376e-06, eta: 5:55:58, time: 0.446, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0705, loss_cls: 0.1460, acc: 94.2031, loss_bbox: 0.1349, loss: 0.3703, grad_norm: 6.6750
2022-06-23 13:38:41,941 - mmdet - INFO - Epoch [5][1400/6400] lr: 2.376e-06, eta: 5:56:00, time: 0.681, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0683, loss_cls: 0.1538, acc: 93.9355, loss_bbox: 0.1172, loss: 0.3550, grad_norm: 5.8137
2022-06-23 13:39:02,819 - mmdet - INFO - Epoch [5][1450/6400] lr: 2.376e-06, eta: 5:55:37, time: 0.418, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0660, loss_cls: 0.1320, acc: 94.4941, loss_bbox: 0.1199, loss: 0.3314, grad_norm: 6.4594
2022-06-23 13:39:20,237 - mmdet - INFO - Epoch [5][1500/6400] lr: 2.376e-06, eta: 5:55:08, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0579, loss_cls: 0.1274, acc: 94.7637, loss_bbox: 0.1289, loss: 0.3345, grad_norm: 5.8568
2022-06-23 13:39:44,915 - mmdet - INFO - Epoch [5][1550/6400] lr: 2.376e-06, eta: 5:54:53, time: 0.494, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0683, loss_cls: 0.1447, acc: 94.2129, loss_bbox: 0.1270, loss: 0.3558, grad_norm: 6.3117
2022-06-23 13:40:12,607 - mmdet - INFO - Epoch [5][1600/6400] lr: 2.376e-06, eta: 5:54:43, time: 0.554, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0724, loss_cls: 0.1525, acc: 93.7812, loss_bbox: 0.1281, loss: 0.3783, grad_norm: 7.0602
2022-06-23 13:40:37,834 - mmdet - INFO - Epoch [5][1650/6400] lr: 2.376e-06, eta: 5:54:28, time: 0.505, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0790, loss_cls: 0.1433, acc: 94.1094, loss_bbox: 0.1249, loss: 0.3687, grad_norm: 6.8355
2022-06-23 13:40:58,359 - mmdet - INFO - Epoch [5][1700/6400] lr: 2.376e-06, eta: 5:54:05, time: 0.411, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0673, loss_cls: 0.1373, acc: 94.5156, loss_bbox: 0.1182, loss: 0.3380, grad_norm: 6.2916
2022-06-23 13:41:26,332 - mmdet - INFO - Epoch [5][1750/6400] lr: 2.376e-06, eta: 5:53:55, time: 0.559, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0735, loss_cls: 0.1446, acc: 94.0938, loss_bbox: 0.1293, loss: 0.3654, grad_norm: 6.4565
2022-06-23 13:41:43,948 - mmdet - INFO - Epoch [5][1800/6400] lr: 2.376e-06, eta: 5:53:27, time: 0.352, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0546, loss_cls: 0.1293, acc: 94.7891, loss_bbox: 0.1097, loss: 0.3099, grad_norm: 6.3564
2022-06-23 13:42:01,412 - mmdet - INFO - Epoch [5][1850/6400] lr: 2.376e-06, eta: 5:52:58, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0522, loss_cls: 0.1273, acc: 94.9395, loss_bbox: 0.1161, loss: 0.3161, grad_norm: 6.2450
2022-06-23 13:42:18,871 - mmdet - INFO - Epoch [5][1900/6400] lr: 2.376e-06, eta: 5:52:30, time: 0.349, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0777, loss_cls: 0.1490, acc: 94.0156, loss_bbox: 0.1322, loss: 0.3742, grad_norm: 6.8276
2022-06-23 13:42:36,192 - mmdet - INFO - Epoch [5][1950/6400] lr: 2.376e-06, eta: 5:52:01, time: 0.346, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0606, loss_cls: 0.1333, acc: 94.6562, loss_bbox: 0.1156, loss: 0.3224, grad_norm: 6.0389
2022-06-23 13:43:04,612 - mmdet - INFO - Epoch [5][2000/6400] lr: 2.376e-06, eta: 5:51:52, time: 0.568, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0885, loss_cls: 0.1652, acc: 93.1621, loss_bbox: 0.1538, loss: 0.4244, grad_norm: 6.9708
2022-06-23 13:43:30,405 - mmdet - INFO - Epoch [5][2050/6400] lr: 2.376e-06, eta: 5:51:38, time: 0.516, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0593, loss_cls: 0.1372, acc: 94.4590, loss_bbox: 0.1422, loss: 0.3588, grad_norm: 6.3423
2022-06-23 13:43:47,796 - mmdet - INFO - Epoch [5][2100/6400] lr: 2.376e-06, eta: 5:51:09, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0756, loss_cls: 0.1349, acc: 94.4238, loss_bbox: 0.1222, loss: 0.3486, grad_norm: 6.1673
2022-06-23 13:44:05,151 - mmdet - INFO - Epoch [5][2150/6400] lr: 2.376e-06, eta: 5:50:41, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0815, loss_cls: 0.1469, acc: 93.9551, loss_bbox: 0.1197, loss: 0.3679, grad_norm: 6.5077
2022-06-23 13:44:30,916 - mmdet - INFO - Epoch [5][2200/6400] lr: 2.376e-06, eta: 5:50:27, time: 0.515, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0536, loss_cls: 0.1457, acc: 94.1953, loss_bbox: 0.1279, loss: 0.3456, grad_norm: 6.3943
2022-06-23 13:44:54,426 - mmdet - INFO - Epoch [5][2250/6400] lr: 2.376e-06, eta: 5:50:09, time: 0.470, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0787, loss_cls: 0.1361, acc: 94.4062, loss_bbox: 0.1255, loss: 0.3601, grad_norm: 6.6508
2022-06-23 13:45:14,556 - mmdet - INFO - Epoch [5][2300/6400] lr: 2.376e-06, eta: 5:49:45, time: 0.403, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0541, loss_cls: 0.1559, acc: 93.8418, loss_bbox: 0.1317, loss: 0.3599, grad_norm: 7.0668
2022-06-23 13:45:32,159 - mmdet - INFO - Epoch [5][2350/6400] lr: 2.376e-06, eta: 5:49:17, time: 0.352, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0663, loss_cls: 0.1318, acc: 94.6719, loss_bbox: 0.1031, loss: 0.3215, grad_norm: 6.8911
2022-06-23 13:45:49,637 - mmdet - INFO - Epoch [5][2400/6400] lr: 2.376e-06, eta: 5:48:49, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0775, loss_cls: 0.1509, acc: 93.8828, loss_bbox: 0.1466, loss: 0.3968, grad_norm: 6.9717
2022-06-23 13:46:10,201 - mmdet - INFO - Epoch [5][2450/6400] lr: 2.376e-06, eta: 5:48:26, time: 0.411, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0625, loss_cls: 0.1441, acc: 94.4648, loss_bbox: 0.1207, loss: 0.3471, grad_norm: 6.5953
2022-06-23 13:46:33,321 - mmdet - INFO - Epoch [5][2500/6400] lr: 2.376e-06, eta: 5:48:07, time: 0.462, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0669, loss_cls: 0.1309, acc: 95.0000, loss_bbox: 0.1102, loss: 0.3261, grad_norm: 6.3557
2022-06-23 13:47:02,695 - mmdet - INFO - Epoch [5][2550/6400] lr: 2.376e-06, eta: 5:47:59, time: 0.587, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0692, loss_cls: 0.1506, acc: 94.0293, loss_bbox: 0.1231, loss: 0.3634, grad_norm: 6.6704
2022-06-23 13:47:24,733 - mmdet - INFO - Epoch [5][2600/6400] lr: 2.376e-06, eta: 5:47:39, time: 0.441, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0717, loss_cls: 0.1569, acc: 93.4746, loss_bbox: 0.1320, loss: 0.3799, grad_norm: 6.5102
2022-06-23 13:47:44,834 - mmdet - INFO - Epoch [5][2650/6400] lr: 2.376e-06, eta: 5:47:15, time: 0.402, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0752, loss_cls: 0.1512, acc: 94.0078, loss_bbox: 0.1445, loss: 0.3849, grad_norm: 6.5486
2022-06-23 13:48:05,192 - mmdet - INFO - Epoch [5][2700/6400] lr: 2.376e-06, eta: 5:46:52, time: 0.407, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0676, loss_cls: 0.1349, acc: 94.6172, loss_bbox: 0.1207, loss: 0.3441, grad_norm: 6.7393
2022-06-23 13:48:28,909 - mmdet - INFO - Epoch [5][2750/6400] lr: 2.376e-06, eta: 5:46:34, time: 0.474, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0766, loss_cls: 0.1647, acc: 92.9336, loss_bbox: 0.1371, loss: 0.3955, grad_norm: 6.8033
2022-06-23 13:48:46,402 - mmdet - INFO - Epoch [5][2800/6400] lr: 2.376e-06, eta: 5:46:06, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0693, loss_cls: 0.1463, acc: 94.1484, loss_bbox: 0.1307, loss: 0.3626, grad_norm: 6.1117
2022-06-23 13:49:08,238 - mmdet - INFO - Epoch [5][2850/6400] lr: 2.376e-06, eta: 5:45:45, time: 0.437, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0514, loss_cls: 0.1236, acc: 95.1680, loss_bbox: 0.1225, loss: 0.3168, grad_norm: 5.8228
2022-06-23 13:49:29,532 - mmdet - INFO - Epoch [5][2900/6400] lr: 2.376e-06, eta: 5:45:23, time: 0.426, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0597, loss_cls: 0.1257, acc: 94.9473, loss_bbox: 0.1092, loss: 0.3116, grad_norm: 5.8191
2022-06-23 13:49:49,530 - mmdet - INFO - Epoch [5][2950/6400] lr: 2.376e-06, eta: 5:44:59, time: 0.400, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0724, loss_cls: 0.1427, acc: 94.2500, loss_bbox: 0.1139, loss: 0.3526, grad_norm: 6.6316
2022-06-23 13:50:07,031 - mmdet - INFO - Epoch [5][3000/6400] lr: 2.376e-06, eta: 5:44:31, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0641, loss_cls: 0.1535, acc: 93.8691, loss_bbox: 0.1225, loss: 0.3633, grad_norm: 6.3060
2022-06-23 13:50:32,121 - mmdet - INFO - Epoch [5][3050/6400] lr: 2.376e-06, eta: 5:44:16, time: 0.502, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0817, loss_cls: 0.1324, acc: 94.8828, loss_bbox: 0.1299, loss: 0.3575, grad_norm: 6.8205
2022-06-23 13:50:52,038 - mmdet - INFO - Epoch [5][3100/6400] lr: 2.376e-06, eta: 5:43:52, time: 0.398, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0761, loss_cls: 0.1421, acc: 94.5000, loss_bbox: 0.1335, loss: 0.3723, grad_norm: 6.6503
2022-06-23 13:51:09,544 - mmdet - INFO - Epoch [5][3150/6400] lr: 2.376e-06, eta: 5:43:24, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0634, loss_cls: 0.1539, acc: 93.7715, loss_bbox: 0.1337, loss: 0.3712, grad_norm: 6.5898
2022-06-23 13:51:27,026 - mmdet - INFO - Epoch [5][3200/6400] lr: 2.376e-06, eta: 5:42:56, time: 0.350, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0646, loss_cls: 0.1441, acc: 94.3301, loss_bbox: 0.1150, loss: 0.3455, grad_norm: 6.3747
2022-06-23 13:51:46,834 - mmdet - INFO - Epoch [5][3250/6400] lr: 2.376e-06, eta: 5:42:32, time: 0.396, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0804, loss_cls: 0.1538, acc: 93.8027, loss_bbox: 0.1440, loss: 0.3972, grad_norm: 6.4959
2022-06-23 13:52:09,232 - mmdet - INFO - Epoch [5][3300/6400] lr: 2.376e-06, eta: 5:42:12, time: 0.448, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0617, loss_cls: 0.1380, acc: 94.5332, loss_bbox: 0.1310, loss: 0.3444, grad_norm: 6.2642
2022-06-23 13:52:29,997 - mmdet - INFO - Epoch [5][3350/6400] lr: 2.376e-06, eta: 5:41:49, time: 0.415, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0795, loss_cls: 0.1511, acc: 94.2461, loss_bbox: 0.1279, loss: 0.3726, grad_norm: 6.4859
2022-06-23 13:52:58,302 - mmdet - INFO - Epoch [5][3400/6400] lr: 2.376e-06, eta: 5:41:39, time: 0.566, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0622, loss_cls: 0.1425, acc: 94.4863, loss_bbox: 0.1288, loss: 0.3497, grad_norm: 7.1813
2022-06-23 13:53:15,674 - mmdet - INFO - Epoch [5][3450/6400] lr: 2.376e-06, eta: 5:41:11, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0619, loss_cls: 0.1312, acc: 94.6738, loss_bbox: 0.1220, loss: 0.3341, grad_norm: 6.4106
2022-06-23 13:53:32,978 - mmdet - INFO - Epoch [5][3500/6400] lr: 2.376e-06, eta: 5:40:43, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0791, loss_cls: 0.1548, acc: 93.6602, loss_bbox: 0.1418, loss: 0.3910, grad_norm: 6.9369
2022-06-23 13:53:56,404 - mmdet - INFO - Epoch [5][3550/6400] lr: 2.376e-06, eta: 5:40:25, time: 0.469, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0768, loss_cls: 0.1530, acc: 93.9336, loss_bbox: 0.1452, loss: 0.3919, grad_norm: 6.8589
2022-06-23 13:54:16,689 - mmdet - INFO - Epoch [5][3600/6400] lr: 2.376e-06, eta: 5:40:02, time: 0.406, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0671, loss_cls: 0.1339, acc: 94.5820, loss_bbox: 0.1166, loss: 0.3362, grad_norm: 6.3882
2022-06-23 13:54:38,295 - mmdet - INFO - Epoch [5][3650/6400] lr: 2.376e-06, eta: 5:39:40, time: 0.432, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0675, loss_cls: 0.1185, acc: 95.3184, loss_bbox: 0.1103, loss: 0.3097, grad_norm: 6.3853
2022-06-23 13:54:59,600 - mmdet - INFO - Epoch [5][3700/6400] lr: 2.376e-06, eta: 5:39:19, time: 0.426, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0605, loss_cls: 0.1285, acc: 94.8945, loss_bbox: 0.1100, loss: 0.3248, grad_norm: 6.9243
2022-06-23 13:55:19,568 - mmdet - INFO - Epoch [5][3750/6400] lr: 2.376e-06, eta: 5:38:55, time: 0.399, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0708, loss_cls: 0.1450, acc: 94.1699, loss_bbox: 0.1417, loss: 0.3733, grad_norm: 6.4461
2022-06-23 13:55:46,052 - mmdet - INFO - Epoch [5][3800/6400] lr: 2.376e-06, eta: 5:38:42, time: 0.530, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0927, loss_cls: 0.1574, acc: 93.5234, loss_bbox: 0.1566, loss: 0.4243, grad_norm: 7.3776
2022-06-23 13:56:03,454 - mmdet - INFO - Epoch [5][3850/6400] lr: 2.376e-06, eta: 5:38:14, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0679, loss_cls: 0.1374, acc: 94.2617, loss_bbox: 0.1329, loss: 0.3537, grad_norm: 5.9422
2022-06-23 13:56:31,982 - mmdet - INFO - Epoch [5][3900/6400] lr: 2.376e-06, eta: 5:38:04, time: 0.571, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0702, loss_cls: 0.1452, acc: 94.2578, loss_bbox: 0.1326, loss: 0.3646, grad_norm: 6.4245
2022-06-23 13:56:49,403 - mmdet - INFO - Epoch [5][3950/6400] lr: 2.376e-06, eta: 5:37:36, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0854, loss_cls: 0.1586, acc: 93.4492, loss_bbox: 0.1348, loss: 0.3933, grad_norm: 6.6215
2022-06-23 13:57:27,358 - mmdet - INFO - Epoch [5][4000/6400] lr: 2.376e-06, eta: 5:37:41, time: 0.759, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0862, loss_cls: 0.1645, acc: 93.4121, loss_bbox: 0.1413, loss: 0.4143, grad_norm: 7.5074
2022-06-23 13:57:47,617 - mmdet - INFO - Epoch [5][4050/6400] lr: 2.376e-06, eta: 5:37:17, time: 0.405, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0606, loss_cls: 0.1646, acc: 93.4922, loss_bbox: 0.1266, loss: 0.3691, grad_norm: 6.7831
2022-06-23 13:58:13,710 - mmdet - INFO - Epoch [5][4100/6400] lr: 2.376e-06, eta: 5:37:03, time: 0.522, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0968, loss_cls: 0.1561, acc: 93.8965, loss_bbox: 0.1422, loss: 0.4167, grad_norm: 6.6784
2022-06-23 13:58:36,422 - mmdet - INFO - Epoch [5][4150/6400] lr: 2.376e-06, eta: 5:36:44, time: 0.454, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0867, loss_cls: 0.1590, acc: 93.9766, loss_bbox: 0.1366, loss: 0.3969, grad_norm: 7.1138
2022-06-23 13:59:02,044 - mmdet - INFO - Epoch [5][4200/6400] lr: 2.376e-06, eta: 5:36:29, time: 0.512, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0763, loss_cls: 0.1366, acc: 94.5469, loss_bbox: 0.1115, loss: 0.3525, grad_norm: 6.2537
2022-06-23 13:59:19,376 - mmdet - INFO - Epoch [5][4250/6400] lr: 2.376e-06, eta: 5:36:01, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0656, loss_cls: 0.1304, acc: 94.7148, loss_bbox: 0.1161, loss: 0.3298, grad_norm: 6.3122
2022-06-23 13:59:40,078 - mmdet - INFO - Epoch [5][4300/6400] lr: 2.376e-06, eta: 5:35:38, time: 0.414, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0798, loss_cls: 0.1477, acc: 93.9160, loss_bbox: 0.1299, loss: 0.3805, grad_norm: 6.4249
2022-06-23 13:59:59,600 - mmdet - INFO - Epoch [5][4350/6400] lr: 2.376e-06, eta: 5:35:14, time: 0.390, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0445, loss_cls: 0.1170, acc: 95.5840, loss_bbox: 0.0998, loss: 0.2777, grad_norm: 5.6338
2022-06-23 14:00:20,224 - mmdet - INFO - Epoch [5][4400/6400] lr: 2.376e-06, eta: 5:34:51, time: 0.412, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0561, loss_cls: 0.1392, acc: 94.2637, loss_bbox: 0.1198, loss: 0.3322, grad_norm: 6.0790
2022-06-23 14:00:37,751 - mmdet - INFO - Epoch [5][4450/6400] lr: 2.376e-06, eta: 5:34:23, time: 0.351, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0909, loss_cls: 0.1378, acc: 94.4902, loss_bbox: 0.1326, loss: 0.3808, grad_norm: 6.2100
2022-06-23 14:00:55,121 - mmdet - INFO - Epoch [5][4500/6400] lr: 2.376e-06, eta: 5:33:55, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0522, loss_cls: 0.1358, acc: 94.4844, loss_bbox: 0.1233, loss: 0.3247, grad_norm: 6.1496
2022-06-23 14:01:19,413 - mmdet - INFO - Epoch [5][4550/6400] lr: 2.376e-06, eta: 5:33:38, time: 0.486, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0530, loss_cls: 0.1163, acc: 95.4258, loss_bbox: 0.0993, loss: 0.2866, grad_norm: 6.5788
2022-06-23 14:01:45,547 - mmdet - INFO - Epoch [5][4600/6400] lr: 2.376e-06, eta: 5:33:24, time: 0.523, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0518, loss_cls: 0.1554, acc: 93.6836, loss_bbox: 0.1417, loss: 0.3660, grad_norm: 6.3877
2022-06-23 14:02:17,637 - mmdet - INFO - Epoch [5][4650/6400] lr: 2.376e-06, eta: 5:33:19, time: 0.642, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0878, loss_cls: 0.1485, acc: 93.8926, loss_bbox: 0.1433, loss: 0.4020, grad_norm: 7.4241
2022-06-23 14:02:35,050 - mmdet - INFO - Epoch [5][4700/6400] lr: 2.376e-06, eta: 5:32:51, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0796, loss_cls: 0.1292, acc: 94.7812, loss_bbox: 0.1211, loss: 0.3451, grad_norm: 6.4094
2022-06-23 14:02:52,365 - mmdet - INFO - Epoch [5][4750/6400] lr: 2.376e-06, eta: 5:32:23, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0721, loss_cls: 0.1415, acc: 94.4004, loss_bbox: 0.1313, loss: 0.3649, grad_norm: 6.7917
2022-06-23 14:03:12,078 - mmdet - INFO - Epoch [5][4800/6400] lr: 2.376e-06, eta: 5:31:59, time: 0.394, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0610, loss_cls: 0.1369, acc: 94.4473, loss_bbox: 0.1236, loss: 0.3383, grad_norm: 6.3857
2022-06-23 14:03:29,390 - mmdet - INFO - Epoch [5][4850/6400] lr: 2.376e-06, eta: 5:31:32, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0622, loss_cls: 0.1439, acc: 94.2402, loss_bbox: 0.1092, loss: 0.3349, grad_norm: 6.9061
2022-06-23 14:03:49,851 - mmdet - INFO - Epoch [5][4900/6400] lr: 2.376e-06, eta: 5:31:09, time: 0.409, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0683, loss_cls: 0.1308, acc: 94.8828, loss_bbox: 0.1245, loss: 0.3388, grad_norm: 6.1313
2022-06-23 14:04:10,387 - mmdet - INFO - Epoch [5][4950/6400] lr: 2.376e-06, eta: 5:30:46, time: 0.411, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0658, loss_cls: 0.1376, acc: 94.6602, loss_bbox: 0.1181, loss: 0.3457, grad_norm: 6.4619
2022-06-23 14:04:34,992 - mmdet - INFO - Epoch [5][5000/6400] lr: 2.376e-06, eta: 5:30:29, time: 0.492, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0748, loss_cls: 0.1408, acc: 94.1523, loss_bbox: 0.1188, loss: 0.3527, grad_norm: 6.4897
2022-06-23 14:04:58,441 - mmdet - INFO - Epoch [5][5050/6400] lr: 2.376e-06, eta: 5:30:11, time: 0.469, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0572, loss_cls: 0.1297, acc: 94.9961, loss_bbox: 0.1121, loss: 0.3121, grad_norm: 5.7050
2022-06-23 14:05:15,832 - mmdet - INFO - Epoch [5][5100/6400] lr: 2.376e-06, eta: 5:29:43, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0762, loss_cls: 0.1532, acc: 93.9707, loss_bbox: 0.1401, loss: 0.3889, grad_norm: 6.9219
2022-06-23 14:05:39,212 - mmdet - INFO - Epoch [5][5150/6400] lr: 2.376e-06, eta: 5:29:24, time: 0.468, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0799, loss_cls: 0.1456, acc: 94.0742, loss_bbox: 0.1213, loss: 0.3621, grad_norm: 6.4374
2022-06-23 14:05:56,584 - mmdet - INFO - Epoch [5][5200/6400] lr: 2.376e-06, eta: 5:28:57, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0635, loss_cls: 0.1423, acc: 94.3906, loss_bbox: 0.1288, loss: 0.3532, grad_norm: 7.1296
2022-06-23 14:06:17,832 - mmdet - INFO - Epoch [5][5250/6400] lr: 2.376e-06, eta: 5:28:35, time: 0.425, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0717, loss_cls: 0.1475, acc: 94.1289, loss_bbox: 0.1405, loss: 0.3786, grad_norm: 6.4748
2022-06-23 14:06:37,818 - mmdet - INFO - Epoch [5][5300/6400] lr: 2.376e-06, eta: 5:28:11, time: 0.400, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0566, loss_cls: 0.1573, acc: 93.9980, loss_bbox: 0.1240, loss: 0.3527, grad_norm: 6.5100
2022-06-23 14:06:55,414 - mmdet - INFO - Epoch [5][5350/6400] lr: 2.376e-06, eta: 5:27:44, time: 0.352, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0458, loss_cls: 0.1379, acc: 94.5176, loss_bbox: 0.1222, loss: 0.3241, grad_norm: 6.3803
2022-06-23 14:07:25,412 - mmdet - INFO - Epoch [5][5400/6400] lr: 2.376e-06, eta: 5:27:35, time: 0.600, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0615, loss_cls: 0.1509, acc: 93.8809, loss_bbox: 0.1265, loss: 0.3582, grad_norm: 6.1777
2022-06-23 14:07:45,645 - mmdet - INFO - Epoch [5][5450/6400] lr: 2.376e-06, eta: 5:27:12, time: 0.405, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0452, loss_cls: 0.1337, acc: 94.8242, loss_bbox: 0.1137, loss: 0.3142, grad_norm: 6.2113
2022-06-23 14:08:07,600 - mmdet - INFO - Epoch [5][5500/6400] lr: 2.376e-06, eta: 5:26:51, time: 0.439, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0541, loss_cls: 0.1374, acc: 94.4883, loss_bbox: 0.1097, loss: 0.3198, grad_norm: 5.9604
2022-06-23 14:08:24,922 - mmdet - INFO - Epoch [5][5550/6400] lr: 2.376e-06, eta: 5:26:24, time: 0.346, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0769, loss_cls: 0.1445, acc: 94.2012, loss_bbox: 0.1226, loss: 0.3578, grad_norm: 5.9331
2022-06-23 14:08:42,273 - mmdet - INFO - Epoch [5][5600/6400] lr: 2.376e-06, eta: 5:25:57, time: 0.347, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0716, loss_cls: 0.1579, acc: 93.8965, loss_bbox: 0.1366, loss: 0.3822, grad_norm: 6.5728
2022-06-23 14:08:59,668 - mmdet - INFO - Epoch [5][5650/6400] lr: 2.376e-06, eta: 5:25:29, time: 0.348, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0588, loss_cls: 0.1577, acc: 93.7383, loss_bbox: 0.1304, loss: 0.3624, grad_norm: 6.0215
2022-06-23 14:09:24,985 - mmdet - INFO - Epoch [5][5700/6400] lr: 2.376e-06, eta: 5:25:13, time: 0.506, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0827, loss_cls: 0.1563, acc: 93.7969, loss_bbox: 0.1431, loss: 0.3987, grad_norm: 6.6712
2022-06-23 14:09:54,124 - mmdet - INFO - Epoch [5][5750/6400] lr: 2.376e-06, eta: 5:25:03, time: 0.583, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0662, loss_cls: 0.1474, acc: 93.9961, loss_bbox: 0.1361, loss: 0.3720, grad_norm: 8.6138
2022-06-23 14:10:11,509 - mmdet - INFO - Epoch [5][5800/6400] lr: 2.376e-06, eta: 5:24:36, time: 0.348, data_time: 0.004, memory: 14053, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0677, loss_cls: 0.1424, acc: 94.0703, loss_bbox: 0.1463, loss: 0.3704, grad_norm: 6.2152
2022-06-23 14:10:33,450 - mmdet - INFO - Epoch [5][5850/6400] lr: 2.376e-06, eta: 5:24:15, time: 0.439, data_time: 0.003, memory: 14053, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0733, loss_cls: 0.1218, acc: 95.0723, loss_bbox: 0.1199, loss: 0.3305, grad_norm: 6.1785