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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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faster_rcnn_orpn_our_rsp_vit-base-win-rvsa_v3_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15.log
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2022-06-22 17:03:18,183 - 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
------------------------------------------------------------
2022-06-22 17:03:18,184 - mmdet - INFO - Distributed training: True
2022-06-22 17:03:19,004 - 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_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_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15'
gpu_ids = range(0, 1)
2022-06-22 17:03:20,387 - mmdet - INFO - load model from: ../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth
2022-06-22 17:03:21,718 - mmdet - WARNING - The model and loaded state dict do not match exactly
size mismatch for pos_embed: copying a param with shape torch.Size([1, 197, 768]) from checkpoint, the shape in current model is torch.Size([1, 4096, 768]).
unexpected key in source state_dict: cls_token, mask_token, decoder_pos_embed, decoder_embed.weight, decoder_embed.bias, decoder_blocks.0.norm1.weight, decoder_blocks.0.norm1.bias, decoder_blocks.0.attn.qkv.weight, decoder_blocks.0.attn.qkv.bias, decoder_blocks.0.attn.proj.weight, decoder_blocks.0.attn.proj.bias, decoder_blocks.0.norm2.weight, decoder_blocks.0.norm2.bias, decoder_blocks.0.mlp.fc1.weight, decoder_blocks.0.mlp.fc1.bias, decoder_blocks.0.mlp.fc2.weight, decoder_blocks.0.mlp.fc2.bias, decoder_blocks.1.norm1.weight, decoder_blocks.1.norm1.bias, decoder_blocks.1.attn.qkv.weight, decoder_blocks.1.attn.qkv.bias, decoder_blocks.1.attn.proj.weight, decoder_blocks.1.attn.proj.bias, decoder_blocks.1.norm2.weight, decoder_blocks.1.norm2.bias, decoder_blocks.1.mlp.fc1.weight, decoder_blocks.1.mlp.fc1.bias, decoder_blocks.1.mlp.fc2.weight, decoder_blocks.1.mlp.fc2.bias, decoder_blocks.2.norm1.weight, decoder_blocks.2.norm1.bias, decoder_blocks.2.attn.qkv.weight, decoder_blocks.2.attn.qkv.bias, decoder_blocks.2.attn.proj.weight, decoder_blocks.2.attn.proj.bias, decoder_blocks.2.norm2.weight, decoder_blocks.2.norm2.bias, decoder_blocks.2.mlp.fc1.weight, decoder_blocks.2.mlp.fc1.bias, decoder_blocks.2.mlp.fc2.weight, decoder_blocks.2.mlp.fc2.bias, decoder_blocks.3.norm1.weight, decoder_blocks.3.norm1.bias, decoder_blocks.3.attn.qkv.weight, decoder_blocks.3.attn.qkv.bias, decoder_blocks.3.attn.proj.weight, decoder_blocks.3.attn.proj.bias, decoder_blocks.3.norm2.weight, decoder_blocks.3.norm2.bias, decoder_blocks.3.mlp.fc1.weight, decoder_blocks.3.mlp.fc1.bias, decoder_blocks.3.mlp.fc2.weight, decoder_blocks.3.mlp.fc2.bias, decoder_blocks.4.norm1.weight, decoder_blocks.4.norm1.bias, decoder_blocks.4.attn.qkv.weight, decoder_blocks.4.attn.qkv.bias, decoder_blocks.4.attn.proj.weight, decoder_blocks.4.attn.proj.bias, decoder_blocks.4.norm2.weight, decoder_blocks.4.norm2.bias, decoder_blocks.4.mlp.fc1.weight, decoder_blocks.4.mlp.fc1.bias, decoder_blocks.4.mlp.fc2.weight, decoder_blocks.4.mlp.fc2.bias, decoder_blocks.5.norm1.weight, decoder_blocks.5.norm1.bias, decoder_blocks.5.attn.qkv.weight, decoder_blocks.5.attn.qkv.bias, decoder_blocks.5.attn.proj.weight, decoder_blocks.5.attn.proj.bias, decoder_blocks.5.norm2.weight, decoder_blocks.5.norm2.bias, decoder_blocks.5.mlp.fc1.weight, decoder_blocks.5.mlp.fc1.bias, decoder_blocks.5.mlp.fc2.weight, decoder_blocks.5.mlp.fc2.bias, decoder_blocks.6.norm1.weight, decoder_blocks.6.norm1.bias, decoder_blocks.6.attn.qkv.weight, decoder_blocks.6.attn.qkv.bias, decoder_blocks.6.attn.proj.weight, decoder_blocks.6.attn.proj.bias, decoder_blocks.6.norm2.weight, decoder_blocks.6.norm2.bias, decoder_blocks.6.mlp.fc1.weight, decoder_blocks.6.mlp.fc1.bias, decoder_blocks.6.mlp.fc2.weight, decoder_blocks.6.mlp.fc2.bias, decoder_blocks.7.norm1.weight, decoder_blocks.7.norm1.bias, decoder_blocks.7.attn.qkv.weight, decoder_blocks.7.attn.qkv.bias, decoder_blocks.7.attn.proj.weight, decoder_blocks.7.attn.proj.bias, decoder_blocks.7.norm2.weight, decoder_blocks.7.norm2.bias, decoder_blocks.7.mlp.fc1.weight, decoder_blocks.7.mlp.fc1.bias, decoder_blocks.7.mlp.fc2.weight, decoder_blocks.7.mlp.fc2.bias, decoder_norm.weight, decoder_norm.bias, decoder_pred.weight, decoder_pred.bias
missing keys in source state_dict: blocks.0.attn.rel_pos_h, blocks.0.attn.rel_pos_w, blocks.0.attn.relative_position_bias_table, blocks.0.attn.relative_position_index, blocks.0.attn.sampling_offsets.2.weight, blocks.0.attn.sampling_offsets.2.bias, blocks.0.attn.sampling_scales.2.weight, blocks.0.attn.sampling_scales.2.bias, blocks.0.attn.sampling_angles.2.weight, blocks.0.attn.sampling_angles.2.bias, blocks.1.attn.rel_pos_h, blocks.1.attn.rel_pos_w, blocks.1.attn.relative_position_bias_table, blocks.1.attn.relative_position_index, blocks.1.attn.sampling_offsets.2.weight, blocks.1.attn.sampling_offsets.2.bias, blocks.1.attn.sampling_scales.2.weight, blocks.1.attn.sampling_scales.2.bias, blocks.1.attn.sampling_angles.2.weight, blocks.1.attn.sampling_angles.2.bias, blocks.2.attn.rel_pos_h, blocks.2.attn.rel_pos_w, blocks.3.attn.rel_pos_h, blocks.3.attn.rel_pos_w, blocks.3.attn.relative_position_bias_table, blocks.3.attn.relative_position_index, blocks.3.attn.sampling_offsets.2.weight, blocks.3.attn.sampling_offsets.2.bias, blocks.3.attn.sampling_scales.2.weight, blocks.3.attn.sampling_scales.2.bias, blocks.3.attn.sampling_angles.2.weight, blocks.3.attn.sampling_angles.2.bias, blocks.4.attn.rel_pos_h, blocks.4.attn.rel_pos_w, blocks.4.attn.relative_position_bias_table, blocks.4.attn.relative_position_index, blocks.4.attn.sampling_offsets.2.weight, blocks.4.attn.sampling_offsets.2.bias, blocks.4.attn.sampling_scales.2.weight, blocks.4.attn.sampling_scales.2.bias, blocks.4.attn.sampling_angles.2.weight, blocks.4.attn.sampling_angles.2.bias, blocks.5.attn.rel_pos_h, blocks.5.attn.rel_pos_w, blocks.6.attn.rel_pos_h, blocks.6.attn.rel_pos_w, blocks.6.attn.relative_position_bias_table, blocks.6.attn.relative_position_index, blocks.6.attn.sampling_offsets.2.weight, blocks.6.attn.sampling_offsets.2.bias, blocks.6.attn.sampling_scales.2.weight, blocks.6.attn.sampling_scales.2.bias, blocks.6.attn.sampling_angles.2.weight, blocks.6.attn.sampling_angles.2.bias, blocks.7.attn.rel_pos_h, blocks.7.attn.rel_pos_w, blocks.7.attn.relative_position_bias_table, blocks.7.attn.relative_position_index, blocks.7.attn.sampling_offsets.2.weight, blocks.7.attn.sampling_offsets.2.bias, blocks.7.attn.sampling_scales.2.weight, blocks.7.attn.sampling_scales.2.bias, blocks.7.attn.sampling_angles.2.weight, blocks.7.attn.sampling_angles.2.bias, blocks.8.attn.rel_pos_h, blocks.8.attn.rel_pos_w, blocks.9.attn.rel_pos_h, blocks.9.attn.rel_pos_w, blocks.9.attn.relative_position_bias_table, blocks.9.attn.relative_position_index, blocks.9.attn.sampling_offsets.2.weight, blocks.9.attn.sampling_offsets.2.bias, blocks.9.attn.sampling_scales.2.weight, blocks.9.attn.sampling_scales.2.bias, blocks.9.attn.sampling_angles.2.weight, blocks.9.attn.sampling_angles.2.bias, blocks.10.attn.rel_pos_h, blocks.10.attn.rel_pos_w, blocks.10.attn.relative_position_bias_table, blocks.10.attn.relative_position_index, blocks.10.attn.sampling_offsets.2.weight, blocks.10.attn.sampling_offsets.2.bias, blocks.10.attn.sampling_scales.2.weight, blocks.10.attn.sampling_scales.2.bias, blocks.10.attn.sampling_angles.2.weight, blocks.10.attn.sampling_angles.2.bias, blocks.11.attn.rel_pos_h, blocks.11.attn.rel_pos_w, fpn1.0.weight, fpn1.0.bias, fpn1.1.ln.weight, fpn1.1.ln.bias, fpn1.3.weight, fpn1.3.bias, fpn2.0.weight, fpn2.0.bias
2022-06-22 17:03:26,941 - 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_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15
2022-06-22 17:03:26,941 - 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
--------------------
2022-06-22 17:03:26,941 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-06-22 17:03:26,942 - 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_wsz7_fpn_1x_dota10_lr1e-4_ldr75_dpr15 by HardDiskBackend.
2022-06-22 17:04:01,397 - mmdet - INFO - Epoch [1][50/6400] lr: 2.350e-07, eta: 14:41:22, time: 0.689, data_time: 0.320, memory: 13857, loss_rpn_cls: 0.6881, loss_rpn_bbox: 0.2211, loss_cls: 1.7067, acc: 70.6719, loss_bbox: 0.0697, loss: 2.6855, grad_norm: 14.7336
2022-06-22 17:04:20,759 - mmdet - INFO - Epoch [1][100/6400] lr: 4.723e-07, eta: 11:27:54, time: 0.387, data_time: 0.004, memory: 13857, loss_rpn_cls: 0.4908, loss_rpn_bbox: 0.2240, loss_cls: 0.4266, acc: 96.6855, loss_bbox: 0.0684, loss: 1.2097, grad_norm: 5.6432
2022-06-22 17:04:36,790 - mmdet - INFO - Epoch [1][150/6400] lr: 7.096e-07, eta: 9:54:49, time: 0.321, data_time: 0.004, memory: 13857, loss_rpn_cls: 0.3411, loss_rpn_bbox: 0.2569, loss_cls: 0.2614, acc: 96.2109, loss_bbox: 0.0774, loss: 0.9368, grad_norm: 5.4430
2022-06-22 17:04:52,840 - mmdet - INFO - Epoch [1][200/6400] lr: 9.470e-07, eta: 9:08:17, time: 0.321, data_time: 0.004, memory: 13931, loss_rpn_cls: 0.3179, loss_rpn_bbox: 0.2699, loss_cls: 0.3027, acc: 94.4805, loss_bbox: 0.1511, loss: 1.0417, grad_norm: 5.9752
2022-06-22 17:05:08,712 - mmdet - INFO - Epoch [1][250/6400] lr: 1.184e-06, eta: 8:39:20, time: 0.317, data_time: 0.003, memory: 13931, loss_rpn_cls: 0.2655, loss_rpn_bbox: 0.2321, loss_cls: 0.3265, acc: 94.3867, loss_bbox: 0.2146, loss: 1.0387, grad_norm: 8.0658
2022-06-22 17:05:33,118 - mmdet - INFO - Epoch [1][300/6400] lr: 1.422e-06, eta: 8:56:12, time: 0.488, data_time: 0.004, memory: 13931, loss_rpn_cls: 0.2374, loss_rpn_bbox: 0.2455, loss_cls: 0.2947, acc: 93.8281, loss_bbox: 0.1793, loss: 0.9568, grad_norm: 7.1000
2022-06-22 17:05:58,981 - mmdet - INFO - Epoch [1][350/6400] lr: 1.659e-06, eta: 9:13:28, time: 0.517, data_time: 0.004, memory: 13931, loss_rpn_cls: 0.2229, loss_rpn_bbox: 0.2410, loss_cls: 0.3133, acc: 93.8945, loss_bbox: 0.1970, loss: 0.9742, grad_norm: 7.3098
2022-06-22 17:06:19,500 - mmdet - INFO - Epoch [1][400/6400] lr: 1.896e-06, eta: 9:09:17, time: 0.410, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.2432, loss_rpn_bbox: 0.2730, loss_cls: 0.3451, acc: 92.6895, loss_bbox: 0.2463, loss: 1.1075, grad_norm: 7.6049
2022-06-22 17:06:35,650 - mmdet - INFO - Epoch [1][450/6400] lr: 2.134e-06, eta: 8:53:36, time: 0.323, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.2333, loss_rpn_bbox: 0.2758, loss_cls: 0.3013, acc: 93.1914, loss_bbox: 0.2517, loss: 1.0621, grad_norm: 6.9517
2022-06-22 17:06:51,648 - mmdet - INFO - Epoch [1][500/6400] lr: 2.371e-06, eta: 8:40:37, time: 0.320, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.2289, loss_rpn_bbox: 0.2348, loss_cls: 0.2869, acc: 93.9297, loss_bbox: 0.1917, loss: 0.9423, grad_norm: 7.6609
2022-06-22 17:07:13,515 - mmdet - INFO - Epoch [1][550/6400] lr: 2.376e-06, eta: 8:43:30, time: 0.437, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.1652, loss_rpn_bbox: 0.2082, loss_cls: 0.2608, acc: 93.0312, loss_bbox: 0.2576, loss: 0.8917, grad_norm: 6.5183
2022-06-22 17:07:33,936 - mmdet - INFO - Epoch [1][600/6400] lr: 2.376e-06, eta: 8:42:47, time: 0.408, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.1966, loss_rpn_bbox: 0.2241, loss_cls: 0.2787, acc: 92.8926, loss_bbox: 0.2395, loss: 0.9389, grad_norm: 7.0966
2022-06-22 17:07:53,758 - mmdet - INFO - Epoch [1][650/6400] lr: 2.376e-06, eta: 8:40:57, time: 0.396, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.2068, loss_rpn_bbox: 0.2473, loss_cls: 0.3554, acc: 90.4121, loss_bbox: 0.2776, loss: 1.0871, grad_norm: 8.4427
2022-06-22 17:08:14,178 - mmdet - INFO - Epoch [1][700/6400] lr: 2.376e-06, eta: 8:40:25, time: 0.408, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.1781, loss_rpn_bbox: 0.2216, loss_cls: 0.3091, acc: 91.4980, loss_bbox: 0.3278, loss: 1.0365, grad_norm: 8.5422
2022-06-22 17:08:33,819 - mmdet - INFO - Epoch [1][750/6400] lr: 2.376e-06, eta: 8:38:36, time: 0.393, data_time: 0.003, memory: 13996, loss_rpn_cls: 0.1765, loss_rpn_bbox: 0.2175, loss_cls: 0.3085, acc: 91.9336, loss_bbox: 0.2924, loss: 0.9949, grad_norm: 7.8969
2022-06-22 17:08:57,861 - mmdet - INFO - Epoch [1][800/6400] lr: 2.376e-06, eta: 8:43:56, time: 0.481, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.1752, loss_rpn_bbox: 0.2408, loss_cls: 0.3433, acc: 90.9434, loss_bbox: 0.3028, loss: 1.0620, grad_norm: 8.4481
2022-06-22 17:09:17,140 - mmdet - INFO - Epoch [1][850/6400] lr: 2.376e-06, eta: 8:41:30, time: 0.386, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.1745, loss_rpn_bbox: 0.2043, loss_cls: 0.2834, acc: 92.2871, loss_bbox: 0.2652, loss: 0.9274, grad_norm: 7.6495
2022-06-22 17:09:39,824 - mmdet - INFO - Epoch [1][900/6400] lr: 2.376e-06, eta: 8:44:05, time: 0.454, data_time: 0.004, memory: 13996, loss_rpn_cls: 0.1737, loss_rpn_bbox: 0.1918, loss_cls: 0.2861, acc: 92.2871, loss_bbox: 0.2429, loss: 0.8945, grad_norm: 7.9072
2022-06-22 17:10:00,859 - mmdet - INFO - Epoch [1][950/6400] lr: 2.376e-06, eta: 8:44:10, time: 0.421, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1669, loss_rpn_bbox: 0.2223, loss_cls: 0.3245, acc: 90.9277, loss_bbox: 0.3044, loss: 1.0181, grad_norm: 7.7495
2022-06-22 17:10:17,100 - mmdet - INFO - Epoch [1][1000/6400] lr: 2.376e-06, eta: 8:38:09, time: 0.325, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1192, loss_rpn_bbox: 0.1488, loss_cls: 0.2894, acc: 91.9004, loss_bbox: 0.2758, loss: 0.8331, grad_norm: 7.7066
2022-06-22 17:10:39,936 - mmdet - INFO - Epoch [1][1050/6400] lr: 2.376e-06, eta: 8:40:36, time: 0.457, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1309, loss_rpn_bbox: 0.1563, loss_cls: 0.2993, acc: 91.5918, loss_bbox: 0.2781, loss: 0.8646, grad_norm: 8.1074
2022-06-22 17:11:03,575 - mmdet - INFO - Epoch [1][1100/6400] lr: 2.376e-06, eta: 8:43:44, time: 0.473, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1375, loss_rpn_bbox: 0.1708, loss_cls: 0.3168, acc: 90.9648, loss_bbox: 0.2847, loss: 0.9097, grad_norm: 9.2910
2022-06-22 17:11:19,618 - mmdet - INFO - Epoch [1][1150/6400] lr: 2.376e-06, eta: 8:38:13, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1477, loss_rpn_bbox: 0.1575, loss_cls: 0.2714, acc: 92.5742, loss_bbox: 0.2177, loss: 0.7943, grad_norm: 7.1389
2022-06-22 17:11:40,607 - mmdet - INFO - Epoch [1][1200/6400] lr: 2.376e-06, eta: 8:38:20, time: 0.420, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1331, loss_rpn_bbox: 0.1678, loss_cls: 0.2443, acc: 92.4473, loss_bbox: 0.2266, loss: 0.7718, grad_norm: 8.2393
2022-06-22 17:11:59,417 - mmdet - INFO - Epoch [1][1250/6400] lr: 2.376e-06, eta: 8:36:13, time: 0.376, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1358, loss_rpn_bbox: 0.1841, loss_cls: 0.3104, acc: 90.1211, loss_bbox: 0.3093, loss: 0.9396, grad_norm: 8.7467
2022-06-22 17:12:20,743 - mmdet - INFO - Epoch [1][1300/6400] lr: 2.376e-06, eta: 8:36:40, time: 0.427, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1187, loss_rpn_bbox: 0.1439, loss_cls: 0.2591, acc: 92.0684, loss_bbox: 0.2317, loss: 0.7534, grad_norm: 7.9819
2022-06-22 17:12:48,215 - mmdet - INFO - Epoch [1][1350/6400] lr: 2.376e-06, eta: 8:42:48, time: 0.549, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1291, loss_rpn_bbox: 0.1440, loss_cls: 0.2641, acc: 91.9160, loss_bbox: 0.2014, loss: 0.7386, grad_norm: 7.9942
2022-06-22 17:13:15,575 - mmdet - INFO - Epoch [1][1400/6400] lr: 2.376e-06, eta: 8:48:21, time: 0.547, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0956, loss_rpn_bbox: 0.1266, loss_cls: 0.2411, acc: 92.3457, loss_bbox: 0.2417, loss: 0.7050, grad_norm: 7.6578
2022-06-22 17:13:31,720 - mmdet - INFO - Epoch [1][1450/6400] lr: 2.376e-06, eta: 8:43:47, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1067, loss_rpn_bbox: 0.1354, loss_cls: 0.2669, acc: 92.1738, loss_bbox: 0.2185, loss: 0.7275, grad_norm: 8.4889
2022-06-22 17:13:51,199 - mmdet - INFO - Epoch [1][1500/6400] lr: 2.376e-06, eta: 8:42:17, time: 0.390, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0961, loss_rpn_bbox: 0.1663, loss_cls: 0.2721, acc: 91.3164, loss_bbox: 0.2490, loss: 0.7834, grad_norm: 8.9818
2022-06-22 17:14:14,013 - mmdet - INFO - Epoch [1][1550/6400] lr: 2.376e-06, eta: 8:43:33, time: 0.456, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1126, loss_rpn_bbox: 0.1470, loss_cls: 0.2405, acc: 91.7070, loss_bbox: 0.2333, loss: 0.7334, grad_norm: 8.3377
2022-06-22 17:14:32,808 - mmdet - INFO - Epoch [1][1600/6400] lr: 2.376e-06, eta: 8:41:35, time: 0.376, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1316, loss_rpn_bbox: 0.1432, loss_cls: 0.2713, acc: 91.9551, loss_bbox: 0.2107, loss: 0.7567, grad_norm: 9.6249
2022-06-22 17:14:48,921 - mmdet - INFO - Epoch [1][1650/6400] lr: 2.376e-06, eta: 8:37:40, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1052, loss_rpn_bbox: 0.1602, loss_cls: 0.2797, acc: 91.0781, loss_bbox: 0.2524, loss: 0.7975, grad_norm: 8.4939
2022-06-22 17:15:10,445 - mmdet - INFO - Epoch [1][1700/6400] lr: 2.376e-06, eta: 8:37:57, time: 0.430, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1127, loss_rpn_bbox: 0.1958, loss_cls: 0.2899, acc: 90.3984, loss_bbox: 0.2519, loss: 0.8502, grad_norm: 9.7473
2022-06-22 17:15:32,738 - mmdet - INFO - Epoch [1][1750/6400] lr: 2.376e-06, eta: 8:38:45, time: 0.446, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1300, loss_rpn_bbox: 0.1546, loss_cls: 0.2590, acc: 91.8359, loss_bbox: 0.2127, loss: 0.7563, grad_norm: 8.7019
2022-06-22 17:15:51,262 - mmdet - INFO - Epoch [1][1800/6400] lr: 2.376e-06, eta: 8:36:52, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1106, loss_rpn_bbox: 0.1985, loss_cls: 0.2684, acc: 90.5703, loss_bbox: 0.2758, loss: 0.8532, grad_norm: 9.7917
2022-06-22 17:16:07,311 - mmdet - INFO - Epoch [1][1850/6400] lr: 2.376e-06, eta: 8:33:24, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0822, loss_rpn_bbox: 0.1368, loss_cls: 0.2379, acc: 91.9980, loss_bbox: 0.2374, loss: 0.6943, grad_norm: 7.7461
2022-06-22 17:16:31,523 - mmdet - INFO - Epoch [1][1900/6400] lr: 2.376e-06, eta: 8:35:28, time: 0.484, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.1030, loss_rpn_bbox: 0.1817, loss_cls: 0.2734, acc: 91.2246, loss_bbox: 0.2380, loss: 0.7962, grad_norm: 9.6737
2022-06-22 17:16:50,298 - mmdet - INFO - Epoch [1][1950/6400] lr: 2.376e-06, eta: 8:33:56, time: 0.375, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0983, loss_rpn_bbox: 0.1104, loss_cls: 0.2029, acc: 93.5195, loss_bbox: 0.1727, loss: 0.5843, grad_norm: 8.3675
2022-06-22 17:17:06,394 - mmdet - INFO - Epoch [1][2000/6400] lr: 2.376e-06, eta: 8:30:47, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0954, loss_rpn_bbox: 0.1301, loss_cls: 0.2160, acc: 92.6445, loss_bbox: 0.2103, loss: 0.6518, grad_norm: 7.7624
2022-06-22 17:17:27,569 - mmdet - INFO - Epoch [1][2050/6400] lr: 2.376e-06, eta: 8:30:51, time: 0.423, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.1225, loss_cls: 0.2101, acc: 93.0488, loss_bbox: 0.1997, loss: 0.6274, grad_norm: 7.2616
2022-06-22 17:17:50,541 - mmdet - INFO - Epoch [1][2100/6400] lr: 2.376e-06, eta: 8:31:58, time: 0.459, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0930, loss_rpn_bbox: 0.1335, loss_cls: 0.2570, acc: 91.6953, loss_bbox: 0.2022, loss: 0.6858, grad_norm: 8.4581
2022-06-22 17:18:06,752 - mmdet - INFO - Epoch [1][2150/6400] lr: 2.376e-06, eta: 8:29:07, time: 0.324, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.1305, loss_cls: 0.2674, acc: 91.8906, loss_bbox: 0.2194, loss: 0.6909, grad_norm: 8.1772
2022-06-22 17:18:26,255 - mmdet - INFO - Epoch [1][2200/6400] lr: 2.376e-06, eta: 8:28:14, time: 0.390, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0909, loss_rpn_bbox: 0.1272, loss_cls: 0.2567, acc: 91.8809, loss_bbox: 0.2464, loss: 0.7212, grad_norm: 8.5241
2022-06-22 17:18:51,376 - mmdet - INFO - Epoch [1][2250/6400] lr: 2.376e-06, eta: 8:30:29, time: 0.502, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.1463, loss_cls: 0.2637, acc: 90.9355, loss_bbox: 0.2471, loss: 0.7341, grad_norm: 9.2364
2022-06-22 17:19:10,371 - mmdet - INFO - Epoch [1][2300/6400] lr: 2.376e-06, eta: 8:29:18, time: 0.380, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0994, loss_rpn_bbox: 0.1514, loss_cls: 0.2422, acc: 92.1953, loss_bbox: 0.2498, loss: 0.7427, grad_norm: 8.8389
2022-06-22 17:19:31,634 - mmdet - INFO - Epoch [1][2350/6400] lr: 2.376e-06, eta: 8:29:21, time: 0.425, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0913, loss_rpn_bbox: 0.1345, loss_cls: 0.2316, acc: 92.5977, loss_bbox: 0.2007, loss: 0.6581, grad_norm: 8.6590
2022-06-22 17:19:55,071 - mmdet - INFO - Epoch [1][2400/6400] lr: 2.376e-06, eta: 8:30:31, time: 0.469, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0858, loss_rpn_bbox: 0.1429, loss_cls: 0.2843, acc: 90.6953, loss_bbox: 0.2268, loss: 0.7398, grad_norm: 8.7065
2022-06-22 17:20:23,817 - mmdet - INFO - Epoch [1][2450/6400] lr: 2.376e-06, eta: 8:34:18, time: 0.575, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0831, loss_rpn_bbox: 0.1377, loss_cls: 0.2561, acc: 91.1484, loss_bbox: 0.2064, loss: 0.6833, grad_norm: 8.7047
2022-06-22 17:20:47,807 - mmdet - INFO - Epoch [1][2500/6400] lr: 2.376e-06, eta: 8:35:34, time: 0.480, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.1483, loss_cls: 0.2496, acc: 91.7305, loss_bbox: 0.2320, loss: 0.7127, grad_norm: 8.7856
2022-06-22 17:21:10,544 - mmdet - INFO - Epoch [1][2550/6400] lr: 2.376e-06, eta: 8:36:09, time: 0.455, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.1297, loss_cls: 0.2600, acc: 91.3789, loss_bbox: 0.2452, loss: 0.7116, grad_norm: 9.1496
2022-06-22 17:21:32,877 - mmdet - INFO - Epoch [1][2600/6400] lr: 2.376e-06, eta: 8:36:30, time: 0.447, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0734, loss_rpn_bbox: 0.1251, loss_cls: 0.2644, acc: 91.4258, loss_bbox: 0.2334, loss: 0.6963, grad_norm: 9.2736
2022-06-22 17:21:54,580 - mmdet - INFO - Epoch [1][2650/6400] lr: 2.376e-06, eta: 8:36:32, time: 0.434, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0856, loss_rpn_bbox: 0.1412, loss_cls: 0.2674, acc: 91.1523, loss_bbox: 0.2146, loss: 0.7087, grad_norm: 8.9085
2022-06-22 17:22:13,291 - mmdet - INFO - Epoch [1][2700/6400] lr: 2.376e-06, eta: 8:35:11, time: 0.374, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.1418, loss_cls: 0.2486, acc: 91.7188, loss_bbox: 0.2221, loss: 0.6735, grad_norm: 8.4970
2022-06-22 17:22:33,065 - mmdet - INFO - Epoch [1][2750/6400] lr: 2.376e-06, eta: 8:34:21, time: 0.395, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.1354, loss_cls: 0.2862, acc: 90.5176, loss_bbox: 0.2502, loss: 0.7474, grad_norm: 9.4349
2022-06-22 17:22:52,171 - mmdet - INFO - Epoch [1][2800/6400] lr: 2.376e-06, eta: 8:33:14, time: 0.382, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0737, loss_rpn_bbox: 0.1495, loss_cls: 0.2481, acc: 91.9453, loss_bbox: 0.2281, loss: 0.6995, grad_norm: 9.7742
2022-06-22 17:23:08,267 - mmdet - INFO - Epoch [1][2850/6400] lr: 2.376e-06, eta: 8:30:51, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.1308, loss_cls: 0.2369, acc: 91.7578, loss_bbox: 0.2420, loss: 0.6775, grad_norm: 8.5284
2022-06-22 17:23:24,329 - mmdet - INFO - Epoch [1][2900/6400] lr: 2.376e-06, eta: 8:28:32, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0744, loss_rpn_bbox: 0.1124, loss_cls: 0.2231, acc: 92.4355, loss_bbox: 0.2084, loss: 0.6182, grad_norm: 9.1199
2022-06-22 17:23:45,857 - mmdet - INFO - Epoch [1][2950/6400] lr: 2.376e-06, eta: 8:28:33, time: 0.431, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.1398, loss_cls: 0.2634, acc: 91.0723, loss_bbox: 0.2552, loss: 0.7436, grad_norm: 10.0450
2022-06-22 17:24:14,758 - mmdet - INFO - Epoch [1][3000/6400] lr: 2.376e-06, eta: 8:31:35, time: 0.578, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0897, loss_rpn_bbox: 0.1674, loss_cls: 0.2577, acc: 91.4355, loss_bbox: 0.2581, loss: 0.7728, grad_norm: 9.4810
2022-06-22 17:24:33,284 - mmdet - INFO - Epoch [1][3050/6400] lr: 2.376e-06, eta: 8:30:20, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.1118, loss_cls: 0.2652, acc: 91.1777, loss_bbox: 0.2149, loss: 0.6787, grad_norm: 8.6395
2022-06-22 17:24:49,240 - mmdet - INFO - Epoch [1][3100/6400] lr: 2.376e-06, eta: 8:28:05, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0965, loss_cls: 0.2414, acc: 92.2227, loss_bbox: 0.1964, loss: 0.6031, grad_norm: 7.4771
2022-06-22 17:25:11,207 - mmdet - INFO - Epoch [1][3150/6400] lr: 2.376e-06, eta: 8:28:14, time: 0.439, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0827, loss_rpn_bbox: 0.1122, loss_cls: 0.2161, acc: 92.4453, loss_bbox: 0.1942, loss: 0.6052, grad_norm: 8.3201
2022-06-22 17:25:29,717 - mmdet - INFO - Epoch [1][3200/6400] lr: 2.376e-06, eta: 8:27:03, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.1094, loss_cls: 0.2315, acc: 91.9902, loss_bbox: 0.2132, loss: 0.6178, grad_norm: 7.6872
2022-06-22 17:25:48,174 - mmdet - INFO - Epoch [1][3250/6400] lr: 2.376e-06, eta: 8:25:52, time: 0.369, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.1190, loss_cls: 0.2391, acc: 91.8008, loss_bbox: 0.1967, loss: 0.6399, grad_norm: 8.8170
2022-06-22 17:26:07,396 - mmdet - INFO - Epoch [1][3300/6400] lr: 2.376e-06, eta: 8:25:00, time: 0.384, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.1313, loss_cls: 0.2342, acc: 91.6484, loss_bbox: 0.2200, loss: 0.6538, grad_norm: 9.1499
2022-06-22 17:26:30,069 - mmdet - INFO - Epoch [1][3350/6400] lr: 2.376e-06, eta: 8:25:25, time: 0.453, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.1271, loss_cls: 0.2421, acc: 91.6680, loss_bbox: 0.2164, loss: 0.6510, grad_norm: 8.1520
2022-06-22 17:26:50,146 - mmdet - INFO - Epoch [1][3400/6400] lr: 2.376e-06, eta: 8:24:52, time: 0.402, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.1128, loss_cls: 0.2508, acc: 91.9414, loss_bbox: 0.1811, loss: 0.6136, grad_norm: 8.5344
2022-06-22 17:27:16,095 - mmdet - INFO - Epoch [1][3450/6400] lr: 2.376e-06, eta: 8:26:24, time: 0.519, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0922, loss_cls: 0.2141, acc: 93.0938, loss_bbox: 0.1624, loss: 0.5471, grad_norm: 7.0968
2022-06-22 17:27:35,473 - mmdet - INFO - Epoch [1][3500/6400] lr: 2.376e-06, eta: 8:25:36, time: 0.388, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0696, loss_rpn_bbox: 0.1134, loss_cls: 0.2287, acc: 91.9629, loss_bbox: 0.2027, loss: 0.6144, grad_norm: 8.3256
2022-06-22 17:27:53,868 - mmdet - INFO - Epoch [1][3550/6400] lr: 2.376e-06, eta: 8:24:27, time: 0.368, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.1075, loss_cls: 0.2472, acc: 91.3848, loss_bbox: 0.1914, loss: 0.6094, grad_norm: 8.1100
2022-06-22 17:28:13,353 - mmdet - INFO - Epoch [1][3600/6400] lr: 2.376e-06, eta: 8:23:43, time: 0.390, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.1111, loss_cls: 0.2244, acc: 92.4355, loss_bbox: 0.2112, loss: 0.6192, grad_norm: 8.9419
2022-06-22 17:28:29,394 - mmdet - INFO - Epoch [1][3650/6400] lr: 2.376e-06, eta: 8:21:50, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0758, loss_rpn_bbox: 0.1108, loss_cls: 0.2029, acc: 92.7676, loss_bbox: 0.1775, loss: 0.5671, grad_norm: 8.6080
2022-06-22 17:28:50,596 - mmdet - INFO - Epoch [1][3700/6400] lr: 2.376e-06, eta: 8:21:42, time: 0.424, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0746, loss_rpn_bbox: 0.1272, loss_cls: 0.2279, acc: 91.8379, loss_bbox: 0.1989, loss: 0.6285, grad_norm: 8.4996
2022-06-22 17:29:16,115 - mmdet - INFO - Epoch [1][3750/6400] lr: 2.376e-06, eta: 8:22:57, time: 0.510, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.1157, loss_cls: 0.2308, acc: 91.4141, loss_bbox: 0.2032, loss: 0.6021, grad_norm: 8.8806
2022-06-22 17:29:34,358 - mmdet - INFO - Epoch [1][3800/6400] lr: 2.376e-06, eta: 8:21:50, time: 0.365, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.1274, loss_cls: 0.2287, acc: 91.8691, loss_bbox: 0.1989, loss: 0.6150, grad_norm: 8.9115
2022-06-22 17:29:52,987 - mmdet - INFO - Epoch [1][3850/6400] lr: 2.376e-06, eta: 8:20:52, time: 0.373, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.1183, loss_cls: 0.2368, acc: 91.6230, loss_bbox: 0.2091, loss: 0.6310, grad_norm: 9.2481
2022-06-22 17:30:11,978 - mmdet - INFO - Epoch [1][3900/6400] lr: 2.376e-06, eta: 8:20:01, time: 0.380, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0783, loss_rpn_bbox: 0.0903, loss_cls: 0.2156, acc: 92.8320, loss_bbox: 0.1739, loss: 0.5581, grad_norm: 8.2308
2022-06-22 17:30:27,990 - mmdet - INFO - Epoch [1][3950/6400] lr: 2.376e-06, eta: 8:18:16, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.1385, loss_cls: 0.2364, acc: 91.4883, loss_bbox: 0.2068, loss: 0.6532, grad_norm: 8.4348
2022-06-22 17:30:52,009 - mmdet - INFO - Epoch [1][4000/6400] lr: 2.376e-06, eta: 8:18:59, time: 0.480, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.1202, loss_cls: 0.2060, acc: 92.4707, loss_bbox: 0.1847, loss: 0.5637, grad_norm: 8.4922
2022-06-22 17:31:08,157 - mmdet - INFO - Epoch [1][4050/6400] lr: 2.376e-06, eta: 8:17:19, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.1613, loss_cls: 0.2308, acc: 91.5547, loss_bbox: 0.1943, loss: 0.6529, grad_norm: 9.8157
2022-06-22 17:31:24,287 - mmdet - INFO - Epoch [1][4100/6400] lr: 2.376e-06, eta: 8:15:41, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0839, loss_rpn_bbox: 0.1230, loss_cls: 0.2289, acc: 92.0000, loss_bbox: 0.2195, loss: 0.6552, grad_norm: 9.5172
2022-06-22 17:31:40,382 - mmdet - INFO - Epoch [1][4150/6400] lr: 2.376e-06, eta: 8:14:05, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.1117, loss_cls: 0.2196, acc: 91.8750, loss_bbox: 0.1945, loss: 0.5941, grad_norm: 8.3160
2022-06-22 17:31:56,466 - mmdet - INFO - Epoch [1][4200/6400] lr: 2.376e-06, eta: 8:12:29, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.1086, loss_cls: 0.2084, acc: 92.2891, loss_bbox: 0.1933, loss: 0.5797, grad_norm: 8.7946
2022-06-22 17:32:12,555 - mmdet - INFO - Epoch [1][4250/6400] lr: 2.376e-06, eta: 8:10:56, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.1317, loss_cls: 0.2283, acc: 92.0020, loss_bbox: 0.2280, loss: 0.6446, grad_norm: 8.5884
2022-06-22 17:32:28,602 - mmdet - INFO - Epoch [1][4300/6400] lr: 2.376e-06, eta: 8:09:24, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0974, loss_cls: 0.1945, acc: 92.8984, loss_bbox: 0.2110, loss: 0.5590, grad_norm: 7.9224
2022-06-22 17:32:51,095 - mmdet - INFO - Epoch [1][4350/6400] lr: 2.376e-06, eta: 8:09:41, time: 0.450, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0929, loss_cls: 0.2401, acc: 91.0508, loss_bbox: 0.2013, loss: 0.5929, grad_norm: 8.5760
2022-06-22 17:33:07,124 - mmdet - INFO - Epoch [1][4400/6400] lr: 2.376e-06, eta: 8:08:11, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0894, loss_cls: 0.2077, acc: 92.6387, loss_bbox: 0.1678, loss: 0.5258, grad_norm: 7.8307
2022-06-22 17:33:25,897 - mmdet - INFO - Epoch [1][4450/6400] lr: 2.376e-06, eta: 8:07:27, time: 0.375, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0914, loss_cls: 0.2197, acc: 92.1738, loss_bbox: 0.1723, loss: 0.5465, grad_norm: 8.3946
2022-06-22 17:33:47,561 - mmdet - INFO - Epoch [1][4500/6400] lr: 2.376e-06, eta: 8:07:30, time: 0.433, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0828, loss_cls: 0.2022, acc: 92.9902, loss_bbox: 0.1762, loss: 0.5305, grad_norm: 8.1484
2022-06-22 17:34:03,672 - mmdet - INFO - Epoch [1][4550/6400] lr: 2.376e-06, eta: 8:06:05, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.1031, loss_cls: 0.2192, acc: 92.5625, loss_bbox: 0.1819, loss: 0.5562, grad_norm: 8.2900
2022-06-22 17:34:30,964 - mmdet - INFO - Epoch [1][4600/6400] lr: 2.376e-06, eta: 8:07:36, time: 0.546, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.1235, loss_cls: 0.2142, acc: 92.7949, loss_bbox: 0.1889, loss: 0.5942, grad_norm: 8.6555
2022-06-22 17:34:46,930 - mmdet - INFO - Epoch [1][4650/6400] lr: 2.376e-06, eta: 8:06:09, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0689, loss_cls: 0.1935, acc: 93.6836, loss_bbox: 0.1715, loss: 0.4863, grad_norm: 8.2420
2022-06-22 17:35:10,047 - mmdet - INFO - Epoch [1][4700/6400] lr: 2.376e-06, eta: 8:06:34, time: 0.462, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0759, loss_rpn_bbox: 0.1052, loss_cls: 0.2109, acc: 92.4629, loss_bbox: 0.1892, loss: 0.5812, grad_norm: 8.2550
2022-06-22 17:35:31,457 - mmdet - INFO - Epoch [1][4750/6400] lr: 2.376e-06, eta: 8:06:31, time: 0.428, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0985, loss_cls: 0.2190, acc: 91.9961, loss_bbox: 0.1948, loss: 0.5683, grad_norm: 7.9706
2022-06-22 17:35:55,937 - mmdet - INFO - Epoch [1][4800/6400] lr: 2.376e-06, eta: 8:07:14, time: 0.490, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0711, loss_rpn_bbox: 0.1125, loss_cls: 0.2254, acc: 91.4844, loss_bbox: 0.2046, loss: 0.6137, grad_norm: 8.9595
2022-06-22 17:36:19,580 - mmdet - INFO - Epoch [1][4850/6400] lr: 2.376e-06, eta: 8:07:43, time: 0.473, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.1001, loss_cls: 0.2117, acc: 92.2598, loss_bbox: 0.1911, loss: 0.5611, grad_norm: 8.0270
2022-06-22 17:36:35,549 - mmdet - INFO - Epoch [1][4900/6400] lr: 2.376e-06, eta: 8:06:19, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0917, loss_cls: 0.2033, acc: 92.5703, loss_bbox: 0.1821, loss: 0.5285, grad_norm: 8.8980
2022-06-22 17:36:54,309 - mmdet - INFO - Epoch [1][4950/6400] lr: 2.376e-06, eta: 8:05:36, time: 0.375, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.1265, loss_cls: 0.2197, acc: 92.0781, loss_bbox: 0.2089, loss: 0.6252, grad_norm: 8.9642
2022-06-22 17:37:13,517 - mmdet - INFO - Epoch [1][5000/6400] lr: 2.376e-06, eta: 8:05:01, time: 0.384, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.1039, loss_cls: 0.2028, acc: 92.8535, loss_bbox: 0.1835, loss: 0.5424, grad_norm: 7.5067
2022-06-22 17:37:32,598 - mmdet - INFO - Epoch [1][5050/6400] lr: 2.376e-06, eta: 8:04:24, time: 0.382, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.1098, loss_cls: 0.2238, acc: 92.1328, loss_bbox: 0.1909, loss: 0.5834, grad_norm: 8.3185
2022-06-22 17:37:51,412 - mmdet - INFO - Epoch [1][5100/6400] lr: 2.376e-06, eta: 8:03:43, time: 0.376, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.1120, loss_cls: 0.2260, acc: 91.5254, loss_bbox: 0.2274, loss: 0.6109, grad_norm: 7.9669
2022-06-22 17:38:16,888 - mmdet - INFO - Epoch [1][5150/6400] lr: 2.376e-06, eta: 8:04:36, time: 0.510, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.1260, loss_cls: 0.2171, acc: 92.2324, loss_bbox: 0.1909, loss: 0.5946, grad_norm: 8.6846
2022-06-22 17:38:32,935 - mmdet - INFO - Epoch [1][5200/6400] lr: 2.376e-06, eta: 8:03:17, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0954, loss_cls: 0.2135, acc: 91.9512, loss_bbox: 0.2112, loss: 0.5720, grad_norm: 8.1777
2022-06-22 17:38:48,918 - mmdet - INFO - Epoch [1][5250/6400] lr: 2.376e-06, eta: 8:01:59, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0999, loss_cls: 0.2250, acc: 91.6387, loss_bbox: 0.1919, loss: 0.5741, grad_norm: 7.9858
2022-06-22 17:39:04,984 - mmdet - INFO - Epoch [1][5300/6400] lr: 2.376e-06, eta: 8:00:43, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0845, loss_cls: 0.2007, acc: 92.5527, loss_bbox: 0.2092, loss: 0.5376, grad_norm: 7.7599
2022-06-22 17:39:24,400 - mmdet - INFO - Epoch [1][5350/6400] lr: 2.376e-06, eta: 8:00:12, time: 0.388, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0750, loss_cls: 0.2031, acc: 92.6699, loss_bbox: 0.1795, loss: 0.5217, grad_norm: 7.9180
2022-06-22 17:39:47,589 - mmdet - INFO - Epoch [1][5400/6400] lr: 2.376e-06, eta: 8:00:32, time: 0.464, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0852, loss_cls: 0.2058, acc: 92.6504, loss_bbox: 0.1815, loss: 0.5174, grad_norm: 7.7674
2022-06-22 17:40:10,931 - mmdet - INFO - Epoch [1][5450/6400] lr: 2.376e-06, eta: 8:00:53, time: 0.467, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0783, loss_cls: 0.1923, acc: 93.2969, loss_bbox: 0.1731, loss: 0.4948, grad_norm: 7.7614
2022-06-22 17:40:27,134 - mmdet - INFO - Epoch [1][5500/6400] lr: 2.376e-06, eta: 7:59:41, time: 0.324, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0923, loss_cls: 0.2324, acc: 92.0156, loss_bbox: 0.1796, loss: 0.5703, grad_norm: 9.2092
2022-06-22 17:40:45,596 - mmdet - INFO - Epoch [1][5550/6400] lr: 2.376e-06, eta: 7:58:59, time: 0.369, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0975, loss_cls: 0.2088, acc: 92.7168, loss_bbox: 0.1756, loss: 0.5336, grad_norm: 8.5785
2022-06-22 17:41:04,964 - mmdet - INFO - Epoch [1][5600/6400] lr: 2.376e-06, eta: 7:58:28, time: 0.387, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.1288, loss_cls: 0.1925, acc: 93.1504, loss_bbox: 0.1634, loss: 0.5434, grad_norm: 8.0231
2022-06-22 17:41:23,913 - mmdet - INFO - Epoch [1][5650/6400] lr: 2.376e-06, eta: 7:57:53, time: 0.379, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.1158, loss_cls: 0.2287, acc: 91.6738, loss_bbox: 0.2117, loss: 0.6086, grad_norm: 9.9893
2022-06-22 17:41:42,534 - mmdet - INFO - Epoch [1][5700/6400] lr: 2.376e-06, eta: 7:57:14, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0930, loss_cls: 0.2158, acc: 92.1426, loss_bbox: 0.1910, loss: 0.5484, grad_norm: 8.3718
2022-06-22 17:41:58,602 - mmdet - INFO - Epoch [1][5750/6400] lr: 2.376e-06, eta: 7:56:03, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.1066, loss_cls: 0.2064, acc: 92.1953, loss_bbox: 0.1910, loss: 0.5588, grad_norm: 8.3027
2022-06-22 17:42:21,281 - mmdet - INFO - Epoch [1][5800/6400] lr: 2.376e-06, eta: 7:56:15, time: 0.454, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0920, loss_cls: 0.1872, acc: 92.9727, loss_bbox: 0.2046, loss: 0.5361, grad_norm: 7.3111
2022-06-22 17:42:37,350 - mmdet - INFO - Epoch [1][5850/6400] lr: 2.376e-06, eta: 7:55:05, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0857, loss_cls: 0.2012, acc: 92.4023, loss_bbox: 0.1801, loss: 0.5103, grad_norm: 8.0766
2022-06-22 17:43:04,383 - mmdet - INFO - Epoch [1][5900/6400] lr: 2.376e-06, eta: 7:56:09, time: 0.541, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.1081, loss_cls: 0.2188, acc: 92.0488, loss_bbox: 0.1817, loss: 0.5603, grad_norm: 8.4750
2022-06-22 17:43:28,209 - mmdet - INFO - Epoch [1][5950/6400] lr: 2.376e-06, eta: 7:56:32, time: 0.477, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.1177, loss_cls: 0.2066, acc: 92.5020, loss_bbox: 0.1957, loss: 0.5850, grad_norm: 9.1955
2022-06-22 17:43:46,508 - mmdet - INFO - Epoch [1][6000/6400] lr: 2.376e-06, eta: 7:55:50, time: 0.366, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0852, loss_cls: 0.1696, acc: 93.5801, loss_bbox: 0.1600, loss: 0.4543, grad_norm: 7.8462
2022-06-22 17:44:08,169 - mmdet - INFO - Epoch [1][6050/6400] lr: 2.376e-06, eta: 7:55:47, time: 0.433, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0836, loss_cls: 0.1961, acc: 92.4980, loss_bbox: 0.1548, loss: 0.4804, grad_norm: 7.6640
2022-06-22 17:44:29,728 - mmdet - INFO - Epoch [1][6100/6400] lr: 2.376e-06, eta: 7:55:43, time: 0.431, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0811, loss_cls: 0.2013, acc: 92.7168, loss_bbox: 0.1713, loss: 0.5076, grad_norm: 7.7629
2022-06-22 17:44:56,628 - mmdet - INFO - Epoch [1][6150/6400] lr: 2.376e-06, eta: 7:56:40, time: 0.538, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.1027, loss_cls: 0.1998, acc: 92.3672, loss_bbox: 0.1942, loss: 0.5668, grad_norm: 8.5430
2022-06-22 17:45:15,097 - mmdet - INFO - Epoch [1][6200/6400] lr: 2.376e-06, eta: 7:56:00, time: 0.369, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.1066, loss_cls: 0.2142, acc: 91.8594, loss_bbox: 0.1983, loss: 0.5662, grad_norm: 8.2288
2022-06-22 17:45:41,654 - mmdet - INFO - Epoch [1][6250/6400] lr: 2.376e-06, eta: 7:56:51, time: 0.531, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.1029, loss_cls: 0.1891, acc: 92.7598, loss_bbox: 0.1791, loss: 0.5231, grad_norm: 8.8076
2022-06-22 17:45:57,683 - mmdet - INFO - Epoch [1][6300/6400] lr: 2.376e-06, eta: 7:55:43, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0767, loss_cls: 0.1902, acc: 92.7285, loss_bbox: 0.1583, loss: 0.4670, grad_norm: 6.9684
2022-06-22 17:46:17,220 - mmdet - INFO - Epoch [1][6350/6400] lr: 2.376e-06, eta: 7:55:15, time: 0.391, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0940, loss_cls: 0.1926, acc: 92.9004, loss_bbox: 0.1566, loss: 0.4910, grad_norm: 8.0290
2022-06-22 17:46:36,533 - mmdet - INFO - Epoch [1][6400/6400] lr: 2.376e-06, eta: 7:54:45, time: 0.386, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.1104, loss_cls: 0.2239, acc: 91.2461, loss_bbox: 0.1925, loss: 0.5765, grad_norm: 9.1998
2022-06-22 17:46:36,961 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-06-22 17:47:11,748 - mmdet - INFO - Epoch [2][50/6400] lr: 2.376e-06, eta: 7:56:27, time: 0.629, data_time: 0.310, memory: 14029, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.1057, loss_cls: 0.2280, acc: 91.8008, loss_bbox: 0.1873, loss: 0.5707, grad_norm: 7.9998
2022-06-22 17:47:27,904 - mmdet - INFO - Epoch [2][100/6400] lr: 2.376e-06, eta: 7:55:22, time: 0.323, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0980, loss_cls: 0.2096, acc: 91.8301, loss_bbox: 0.1812, loss: 0.5284, grad_norm: 8.3051
2022-06-22 17:47:46,515 - mmdet - INFO - Epoch [2][150/6400] lr: 2.376e-06, eta: 7:54:43, time: 0.372, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0967, loss_cls: 0.1899, acc: 92.9277, loss_bbox: 0.1611, loss: 0.5040, grad_norm: 9.1612
2022-06-22 17:48:16,246 - mmdet - INFO - Epoch [2][200/6400] lr: 2.376e-06, eta: 7:56:04, time: 0.595, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.1072, loss_cls: 0.1990, acc: 92.5039, loss_bbox: 0.1812, loss: 0.5332, grad_norm: 7.8475
2022-06-22 17:48:32,522 - mmdet - INFO - Epoch [2][250/6400] lr: 2.376e-06, eta: 7:55:01, time: 0.326, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.1093, loss_cls: 0.2195, acc: 92.3164, loss_bbox: 0.2015, loss: 0.5704, grad_norm: 8.6186
2022-06-22 17:48:51,893 - mmdet - INFO - Epoch [2][300/6400] lr: 2.376e-06, eta: 7:54:30, time: 0.387, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0922, loss_cls: 0.1839, acc: 93.2656, loss_bbox: 0.1605, loss: 0.4833, grad_norm: 8.4065
2022-06-22 17:49:08,061 - mmdet - INFO - Epoch [2][350/6400] lr: 2.376e-06, eta: 7:53:27, time: 0.323, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0884, loss_cls: 0.1875, acc: 93.1914, loss_bbox: 0.1730, loss: 0.4919, grad_norm: 8.5632
2022-06-22 17:49:27,891 - mmdet - INFO - Epoch [2][400/6400] lr: 2.376e-06, eta: 7:53:02, time: 0.397, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0925, loss_cls: 0.1592, acc: 93.7227, loss_bbox: 0.1791, loss: 0.4819, grad_norm: 7.9063
2022-06-22 17:49:50,116 - mmdet - INFO - Epoch [2][450/6400] lr: 2.376e-06, eta: 7:53:02, time: 0.444, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0877, loss_cls: 0.1840, acc: 93.2793, loss_bbox: 0.1751, loss: 0.4902, grad_norm: 7.5898
2022-06-22 17:50:09,864 - mmdet - INFO - Epoch [2][500/6400] lr: 2.376e-06, eta: 7:52:36, time: 0.395, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.1192, loss_cls: 0.2029, acc: 92.5703, loss_bbox: 0.1877, loss: 0.5547, grad_norm: 7.6984
2022-06-22 17:50:29,195 - mmdet - INFO - Epoch [2][550/6400] lr: 2.376e-06, eta: 7:52:06, time: 0.387, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.1064, loss_cls: 0.1995, acc: 92.8125, loss_bbox: 0.1818, loss: 0.5336, grad_norm: 8.5239
2022-06-22 17:50:50,606 - mmdet - INFO - Epoch [2][600/6400] lr: 2.376e-06, eta: 7:51:57, time: 0.428, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.1078, loss_cls: 0.2195, acc: 91.6426, loss_bbox: 0.2023, loss: 0.5787, grad_norm: 8.1504
2022-06-22 17:51:18,043 - mmdet - INFO - Epoch [2][650/6400] lr: 2.376e-06, eta: 7:52:48, time: 0.549, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0994, loss_cls: 0.1834, acc: 93.2539, loss_bbox: 0.1783, loss: 0.5015, grad_norm: 7.8987
2022-06-22 17:51:37,083 - mmdet - INFO - Epoch [2][700/6400] lr: 2.376e-06, eta: 7:52:15, time: 0.381, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0817, loss_cls: 0.1788, acc: 93.5586, loss_bbox: 0.1845, loss: 0.4800, grad_norm: 8.4810
2022-06-22 17:51:53,307 - mmdet - INFO - Epoch [2][750/6400] lr: 2.376e-06, eta: 7:51:14, time: 0.324, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.1197, loss_cls: 0.2165, acc: 91.8340, loss_bbox: 0.1948, loss: 0.5769, grad_norm: 7.8600
2022-06-22 17:52:16,823 - mmdet - INFO - Epoch [2][800/6400] lr: 2.376e-06, eta: 7:51:25, time: 0.470, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0808, loss_cls: 0.2000, acc: 92.9180, loss_bbox: 0.1641, loss: 0.4896, grad_norm: 7.8892
2022-06-22 17:52:33,040 - mmdet - INFO - Epoch [2][850/6400] lr: 2.376e-06, eta: 7:50:25, time: 0.324, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0993, loss_cls: 0.1876, acc: 93.1367, loss_bbox: 0.1666, loss: 0.4878, grad_norm: 7.9781
2022-06-22 17:52:55,433 - mmdet - INFO - Epoch [2][900/6400] lr: 2.376e-06, eta: 7:50:25, time: 0.448, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0805, loss_cls: 0.2030, acc: 92.7422, loss_bbox: 0.1716, loss: 0.5049, grad_norm: 8.6544
2022-06-22 17:53:17,652 - mmdet - INFO - Epoch [2][950/6400] lr: 2.376e-06, eta: 7:50:23, time: 0.444, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.1117, loss_cls: 0.2067, acc: 92.4375, loss_bbox: 0.1717, loss: 0.5378, grad_norm: 8.4353
2022-06-22 17:53:37,964 - mmdet - INFO - Epoch [2][1000/6400] lr: 2.376e-06, eta: 7:50:03, time: 0.406, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.1234, loss_cls: 0.2016, acc: 92.5859, loss_bbox: 0.1818, loss: 0.5538, grad_norm: 9.0230
2022-06-22 17:54:06,684 - mmdet - INFO - Epoch [2][1050/6400] lr: 2.376e-06, eta: 7:51:00, time: 0.574, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0896, loss_cls: 0.1706, acc: 93.5215, loss_bbox: 0.1833, loss: 0.4807, grad_norm: 7.3460
2022-06-22 17:54:27,511 - mmdet - INFO - Epoch [2][1100/6400] lr: 2.376e-06, eta: 7:50:44, time: 0.417, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0975, loss_cls: 0.2176, acc: 91.9434, loss_bbox: 0.1627, loss: 0.5195, grad_norm: 8.5943
2022-06-22 17:54:43,572 - mmdet - INFO - Epoch [2][1150/6400] lr: 2.376e-06, eta: 7:49:44, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0871, loss_cls: 0.1933, acc: 92.6777, loss_bbox: 0.1786, loss: 0.4907, grad_norm: 7.9704
2022-06-22 17:55:03,543 - mmdet - INFO - Epoch [2][1200/6400] lr: 2.376e-06, eta: 7:49:20, time: 0.399, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0954, loss_cls: 0.1929, acc: 93.0254, loss_bbox: 0.1845, loss: 0.5183, grad_norm: 8.3393
2022-06-22 17:55:19,550 - mmdet - INFO - Epoch [2][1250/6400] lr: 2.376e-06, eta: 7:48:21, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0996, loss_cls: 0.2152, acc: 91.9160, loss_bbox: 0.1916, loss: 0.5418, grad_norm: 8.8377
2022-06-22 17:55:42,432 - mmdet - INFO - Epoch [2][1300/6400] lr: 2.376e-06, eta: 7:48:24, time: 0.458, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.1126, loss_cls: 0.2148, acc: 91.7637, loss_bbox: 0.1872, loss: 0.5604, grad_norm: 8.7506
2022-06-22 17:56:01,327 - mmdet - INFO - Epoch [2][1350/6400] lr: 2.376e-06, eta: 7:47:50, time: 0.378, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0895, loss_cls: 0.1754, acc: 93.4141, loss_bbox: 0.1613, loss: 0.4699, grad_norm: 7.8665
2022-06-22 17:56:22,929 - mmdet - INFO - Epoch [2][1400/6400] lr: 2.376e-06, eta: 7:47:41, time: 0.432, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0801, loss_cls: 0.2037, acc: 92.2500, loss_bbox: 0.1806, loss: 0.4954, grad_norm: 7.8865
2022-06-22 17:56:50,910 - mmdet - INFO - Epoch [2][1450/6400] lr: 2.376e-06, eta: 7:48:28, time: 0.560, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0971, loss_cls: 0.1953, acc: 92.5352, loss_bbox: 0.1516, loss: 0.4898, grad_norm: 8.6415
2022-06-22 17:57:10,708 - mmdet - INFO - Epoch [2][1500/6400] lr: 2.376e-06, eta: 7:48:03, time: 0.396, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.1077, loss_cls: 0.1936, acc: 92.6484, loss_bbox: 0.1883, loss: 0.5360, grad_norm: 9.4178
2022-06-22 17:57:29,640 - mmdet - INFO - Epoch [2][1550/6400] lr: 2.376e-06, eta: 7:47:30, time: 0.379, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0813, loss_cls: 0.1745, acc: 93.3652, loss_bbox: 0.1588, loss: 0.4591, grad_norm: 8.1321
2022-06-22 17:57:48,491 - mmdet - INFO - Epoch [2][1600/6400] lr: 2.376e-06, eta: 7:46:56, time: 0.377, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0786, loss_cls: 0.1889, acc: 92.9863, loss_bbox: 0.1683, loss: 0.4821, grad_norm: 8.8684
2022-06-22 17:58:09,770 - mmdet - INFO - Epoch [2][1650/6400] lr: 2.376e-06, eta: 7:46:44, time: 0.426, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0825, loss_cls: 0.1917, acc: 92.8750, loss_bbox: 0.1636, loss: 0.4733, grad_norm: 7.3893
2022-06-22 17:58:30,724 - mmdet - INFO - Epoch [2][1700/6400] lr: 2.376e-06, eta: 7:46:28, time: 0.419, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0896, loss_cls: 0.1941, acc: 93.1641, loss_bbox: 0.1618, loss: 0.4871, grad_norm: 7.8782
2022-06-22 17:58:54,921 - mmdet - INFO - Epoch [2][1750/6400] lr: 2.376e-06, eta: 7:46:40, time: 0.484, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0970, loss_cls: 0.1877, acc: 93.0195, loss_bbox: 0.1698, loss: 0.5092, grad_norm: 8.5048
2022-06-22 17:59:11,003 - mmdet - INFO - Epoch [2][1800/6400] lr: 2.376e-06, eta: 7:45:44, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0712, loss_cls: 0.1671, acc: 93.9648, loss_bbox: 0.1462, loss: 0.4185, grad_norm: 6.9954
2022-06-22 17:59:27,038 - mmdet - INFO - Epoch [2][1850/6400] lr: 2.376e-06, eta: 7:44:47, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.1144, loss_cls: 0.1952, acc: 92.9863, loss_bbox: 0.1893, loss: 0.5433, grad_norm: 8.9788
2022-06-22 17:59:48,157 - mmdet - INFO - Epoch [2][1900/6400] lr: 2.376e-06, eta: 7:44:34, time: 0.422, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.1017, loss_cls: 0.1931, acc: 92.4941, loss_bbox: 0.1849, loss: 0.5171, grad_norm: 8.2622
2022-06-22 18:00:14,709 - mmdet - INFO - Epoch [2][1950/6400] lr: 2.376e-06, eta: 7:45:04, time: 0.531, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.1092, loss_cls: 0.2022, acc: 92.2520, loss_bbox: 0.1747, loss: 0.5299, grad_norm: 8.9646
2022-06-22 18:00:30,783 - mmdet - INFO - Epoch [2][2000/6400] lr: 2.376e-06, eta: 7:44:09, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.1052, loss_cls: 0.1889, acc: 92.8008, loss_bbox: 0.1847, loss: 0.5126, grad_norm: 8.3245
2022-06-22 18:00:47,021 - mmdet - INFO - Epoch [2][2050/6400] lr: 2.376e-06, eta: 7:43:15, time: 0.325, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0841, loss_cls: 0.1891, acc: 92.6094, loss_bbox: 0.1809, loss: 0.4808, grad_norm: 7.8955
2022-06-22 18:01:09,587 - mmdet - INFO - Epoch [2][2100/6400] lr: 2.376e-06, eta: 7:43:12, time: 0.451, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.1034, loss_cls: 0.1905, acc: 92.6133, loss_bbox: 0.1939, loss: 0.5283, grad_norm: 9.6781
2022-06-22 18:01:50,275 - mmdet - INFO - Epoch [2][2150/6400] lr: 2.376e-06, eta: 7:45:35, time: 0.814, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0905, loss_cls: 0.1940, acc: 93.0859, loss_bbox: 0.1848, loss: 0.5040, grad_norm: 9.1080
2022-06-22 18:02:11,207 - mmdet - INFO - Epoch [2][2200/6400] lr: 2.376e-06, eta: 7:45:18, time: 0.419, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.1037, loss_cls: 0.1979, acc: 92.4395, loss_bbox: 0.1860, loss: 0.5257, grad_norm: 8.5226
2022-06-22 18:02:36,455 - mmdet - INFO - Epoch [2][2250/6400] lr: 2.376e-06, eta: 7:45:35, time: 0.505, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0864, loss_cls: 0.1772, acc: 93.3184, loss_bbox: 0.1550, loss: 0.4577, grad_norm: 8.2748
2022-06-22 18:02:52,612 - mmdet - INFO - Epoch [2][2300/6400] lr: 2.376e-06, eta: 7:44:40, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0894, loss_cls: 0.1900, acc: 92.9941, loss_bbox: 0.1913, loss: 0.5107, grad_norm: 8.4034
2022-06-22 18:03:14,200 - mmdet - INFO - Epoch [2][2350/6400] lr: 2.376e-06, eta: 7:44:29, time: 0.432, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.1071, loss_cls: 0.2011, acc: 92.2676, loss_bbox: 0.1593, loss: 0.5253, grad_norm: 7.9608
2022-06-22 18:03:30,360 - mmdet - INFO - Epoch [2][2400/6400] lr: 2.376e-06, eta: 7:43:35, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0865, loss_cls: 0.1816, acc: 93.2227, loss_bbox: 0.1567, loss: 0.4661, grad_norm: 7.6342
2022-06-22 18:03:50,349 - mmdet - INFO - Epoch [2][2450/6400] lr: 2.376e-06, eta: 7:43:11, time: 0.400, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0976, loss_cls: 0.1558, acc: 93.7461, loss_bbox: 0.1604, loss: 0.4479, grad_norm: 7.1297
2022-06-22 18:04:11,695 - mmdet - INFO - Epoch [2][2500/6400] lr: 2.376e-06, eta: 7:42:57, time: 0.427, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0764, loss_cls: 0.1962, acc: 92.6562, loss_bbox: 0.1570, loss: 0.4727, grad_norm: 8.2509
2022-06-22 18:04:30,353 - mmdet - INFO - Epoch [2][2550/6400] lr: 2.376e-06, eta: 7:42:23, time: 0.373, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0937, loss_cls: 0.1810, acc: 93.1699, loss_bbox: 0.1531, loss: 0.4678, grad_norm: 7.3281
2022-06-22 18:05:00,972 - mmdet - INFO - Epoch [2][2600/6400] lr: 2.376e-06, eta: 7:43:19, time: 0.612, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0830, loss_cls: 0.1808, acc: 93.3613, loss_bbox: 0.1560, loss: 0.4637, grad_norm: 7.6465
2022-06-22 18:05:19,723 - mmdet - INFO - Epoch [2][2650/6400] lr: 2.376e-06, eta: 7:42:46, time: 0.375, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.1050, loss_cls: 0.1772, acc: 93.2734, loss_bbox: 0.1738, loss: 0.4916, grad_norm: 7.7698
2022-06-22 18:05:49,078 - mmdet - INFO - Epoch [2][2700/6400] lr: 2.376e-06, eta: 7:43:31, time: 0.587, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.1037, loss_cls: 0.1954, acc: 92.6855, loss_bbox: 0.1949, loss: 0.5413, grad_norm: 8.6424
2022-06-22 18:06:09,838 - mmdet - INFO - Epoch [2][2750/6400] lr: 2.376e-06, eta: 7:43:12, time: 0.415, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0877, loss_cls: 0.1955, acc: 92.6504, loss_bbox: 0.1606, loss: 0.4797, grad_norm: 7.6894
2022-06-22 18:06:25,866 - mmdet - INFO - Epoch [2][2800/6400] lr: 2.376e-06, eta: 7:42:19, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0892, loss_cls: 0.2164, acc: 91.7695, loss_bbox: 0.1892, loss: 0.5354, grad_norm: 8.7192
2022-06-22 18:06:42,011 - mmdet - INFO - Epoch [2][2850/6400] lr: 2.376e-06, eta: 7:41:26, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.1043, loss_cls: 0.1790, acc: 93.4746, loss_bbox: 0.1587, loss: 0.4731, grad_norm: 7.6506
2022-06-22 18:07:01,691 - mmdet - INFO - Epoch [2][2900/6400] lr: 2.376e-06, eta: 7:41:00, time: 0.394, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.1156, loss_cls: 0.1820, acc: 93.1016, loss_bbox: 0.1622, loss: 0.4975, grad_norm: 8.6611
2022-06-22 18:07:29,672 - mmdet - INFO - Epoch [2][2950/6400] lr: 2.376e-06, eta: 7:41:33, time: 0.560, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0835, loss_cls: 0.1751, acc: 93.4102, loss_bbox: 0.1632, loss: 0.4549, grad_norm: 7.3817
2022-06-22 18:07:45,685 - mmdet - INFO - Epoch [2][3000/6400] lr: 2.376e-06, eta: 7:40:40, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0781, loss_cls: 0.1809, acc: 93.0391, loss_bbox: 0.1723, loss: 0.4625, grad_norm: 9.0449
2022-06-22 18:08:01,774 - mmdet - INFO - Epoch [2][3050/6400] lr: 2.376e-06, eta: 7:39:48, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0807, loss_cls: 0.1861, acc: 93.0977, loss_bbox: 0.1809, loss: 0.4800, grad_norm: 7.8471
2022-06-22 18:08:21,081 - mmdet - INFO - Epoch [2][3100/6400] lr: 2.376e-06, eta: 7:39:20, time: 0.386, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0777, loss_cls: 0.2044, acc: 92.8535, loss_bbox: 0.1581, loss: 0.4751, grad_norm: 7.9676
2022-06-22 18:08:39,341 - mmdet - INFO - Epoch [2][3150/6400] lr: 2.376e-06, eta: 7:38:44, time: 0.365, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0638, loss_cls: 0.1617, acc: 93.8418, loss_bbox: 0.1424, loss: 0.3955, grad_norm: 6.7423
2022-06-22 18:09:02,402 - mmdet - INFO - Epoch [2][3200/6400] lr: 2.376e-06, eta: 7:38:41, time: 0.461, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0806, loss_cls: 0.1726, acc: 93.3750, loss_bbox: 0.1614, loss: 0.4586, grad_norm: 6.7744
2022-06-22 18:09:25,613 - mmdet - INFO - Epoch [2][3250/6400] lr: 2.376e-06, eta: 7:38:40, time: 0.464, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0796, loss_cls: 0.1997, acc: 92.7734, loss_bbox: 0.1582, loss: 0.4777, grad_norm: 9.4132
2022-06-22 18:09:41,779 - mmdet - INFO - Epoch [2][3300/6400] lr: 2.376e-06, eta: 7:37:49, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.1171, loss_cls: 0.2137, acc: 92.4375, loss_bbox: 0.1753, loss: 0.5574, grad_norm: 8.9372
2022-06-22 18:10:00,427 - mmdet - INFO - Epoch [2][3350/6400] lr: 2.376e-06, eta: 7:37:16, time: 0.373, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0961, loss_cls: 0.1964, acc: 92.5508, loss_bbox: 0.1734, loss: 0.5021, grad_norm: 7.8005
2022-06-22 18:10:16,494 - mmdet - INFO - Epoch [2][3400/6400] lr: 2.376e-06, eta: 7:36:26, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0880, loss_cls: 0.1884, acc: 93.0996, loss_bbox: 0.1489, loss: 0.4742, grad_norm: 9.5331
2022-06-22 18:10:35,407 - mmdet - INFO - Epoch [2][3450/6400] lr: 2.376e-06, eta: 7:35:55, time: 0.378, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0981, loss_cls: 0.1910, acc: 92.7500, loss_bbox: 0.1677, loss: 0.4973, grad_norm: 7.4869
2022-06-22 18:10:57,223 - mmdet - INFO - Epoch [2][3500/6400] lr: 2.376e-06, eta: 7:35:44, time: 0.436, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0841, loss_cls: 0.1787, acc: 93.2695, loss_bbox: 0.1507, loss: 0.4515, grad_norm: 7.6307
2022-06-22 18:11:19,812 - mmdet - INFO - Epoch [2][3550/6400] lr: 2.376e-06, eta: 7:35:38, time: 0.452, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.1020, loss_cls: 0.1901, acc: 92.6035, loss_bbox: 0.1784, loss: 0.5138, grad_norm: 8.3312
2022-06-22 18:11:40,996 - mmdet - INFO - Epoch [2][3600/6400] lr: 2.376e-06, eta: 7:35:22, time: 0.424, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.1080, loss_cls: 0.2120, acc: 92.0156, loss_bbox: 0.1740, loss: 0.5344, grad_norm: 8.8732
2022-06-22 18:11:59,224 - mmdet - INFO - Epoch [2][3650/6400] lr: 2.376e-06, eta: 7:34:47, time: 0.365, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0929, loss_cls: 0.2030, acc: 92.2676, loss_bbox: 0.1544, loss: 0.4946, grad_norm: 8.3063
2022-06-22 18:12:15,210 - mmdet - INFO - Epoch [2][3700/6400] lr: 2.376e-06, eta: 7:33:57, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.1022, loss_cls: 0.1668, acc: 93.5430, loss_bbox: 0.1500, loss: 0.4535, grad_norm: 7.7668
2022-06-22 18:12:33,676 - mmdet - INFO - Epoch [2][3750/6400] lr: 2.376e-06, eta: 7:33:24, time: 0.369, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.1198, loss_cls: 0.2015, acc: 92.2500, loss_bbox: 0.1889, loss: 0.5497, grad_norm: 8.1071
2022-06-22 18:12:55,514 - mmdet - INFO - Epoch [2][3800/6400] lr: 2.376e-06, eta: 7:33:13, time: 0.437, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0581, loss_cls: 0.1854, acc: 93.6758, loss_bbox: 0.1588, loss: 0.4314, grad_norm: 7.5790
2022-06-22 18:13:11,385 - mmdet - INFO - Epoch [2][3850/6400] lr: 2.376e-06, eta: 7:32:23, time: 0.317, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0761, loss_cls: 0.1577, acc: 93.9102, loss_bbox: 0.1680, loss: 0.4314, grad_norm: 7.6412
2022-06-22 18:13:27,394 - mmdet - INFO - Epoch [2][3900/6400] lr: 2.376e-06, eta: 7:31:34, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0936, loss_cls: 0.2108, acc: 92.2129, loss_bbox: 0.1740, loss: 0.5145, grad_norm: 8.9261
2022-06-22 18:13:46,851 - mmdet - INFO - Epoch [2][3950/6400] lr: 2.376e-06, eta: 7:31:08, time: 0.389, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0738, loss_cls: 0.1690, acc: 93.4336, loss_bbox: 0.1617, loss: 0.4577, grad_norm: 7.5304
2022-06-22 18:14:02,863 - mmdet - INFO - Epoch [2][4000/6400] lr: 2.376e-06, eta: 7:30:20, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0829, loss_cls: 0.1974, acc: 93.0918, loss_bbox: 0.1587, loss: 0.4794, grad_norm: 8.6457
2022-06-22 18:14:24,722 - mmdet - INFO - Epoch [2][4050/6400] lr: 2.376e-06, eta: 7:30:09, time: 0.437, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0761, loss_cls: 0.1714, acc: 93.5020, loss_bbox: 0.1609, loss: 0.4367, grad_norm: 7.2396
2022-06-22 18:14:44,231 - mmdet - INFO - Epoch [2][4100/6400] lr: 2.376e-06, eta: 7:29:44, time: 0.390, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0962, loss_cls: 0.1907, acc: 92.7285, loss_bbox: 0.1633, loss: 0.4931, grad_norm: 8.3206
2022-06-22 18:15:10,382 - mmdet - INFO - Epoch [2][4150/6400] lr: 2.376e-06, eta: 7:30:00, time: 0.523, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.1069, loss_cls: 0.1754, acc: 93.1465, loss_bbox: 0.1545, loss: 0.4694, grad_norm: 7.5483
2022-06-22 18:15:29,175 - mmdet - INFO - Epoch [2][4200/6400] lr: 2.376e-06, eta: 7:29:29, time: 0.376, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0782, loss_cls: 0.1718, acc: 93.1816, loss_bbox: 0.1526, loss: 0.4376, grad_norm: 7.1463
2022-06-22 18:15:49,800 - mmdet - INFO - Epoch [2][4250/6400] lr: 2.376e-06, eta: 7:29:11, time: 0.412, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0928, loss_cls: 0.1916, acc: 92.8320, loss_bbox: 0.1872, loss: 0.5011, grad_norm: 8.5010
2022-06-22 18:16:08,468 - mmdet - INFO - Epoch [2][4300/6400] lr: 2.376e-06, eta: 7:28:40, time: 0.373, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.1028, loss_cls: 0.1713, acc: 93.1484, loss_bbox: 0.1645, loss: 0.4752, grad_norm: 8.1613
2022-06-22 18:16:27,093 - mmdet - INFO - Epoch [2][4350/6400] lr: 2.376e-06, eta: 7:28:09, time: 0.373, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.1081, loss_cls: 0.1894, acc: 92.3145, loss_bbox: 0.1825, loss: 0.5102, grad_norm: 8.1638
2022-06-22 18:16:48,793 - mmdet - INFO - Epoch [2][4400/6400] lr: 2.376e-06, eta: 7:27:57, time: 0.434, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0653, loss_cls: 0.1796, acc: 93.2578, loss_bbox: 0.1543, loss: 0.4401, grad_norm: 8.0433
2022-06-22 18:17:07,783 - mmdet - INFO - Epoch [2][4450/6400] lr: 2.376e-06, eta: 7:27:28, time: 0.380, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0976, loss_cls: 0.2157, acc: 91.9980, loss_bbox: 0.1762, loss: 0.5272, grad_norm: 7.5890
2022-06-22 18:17:28,890 - mmdet - INFO - Epoch [2][4500/6400] lr: 2.376e-06, eta: 7:27:12, time: 0.422, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0758, loss_cls: 0.1667, acc: 93.8145, loss_bbox: 0.1600, loss: 0.4300, grad_norm: 7.0701
2022-06-22 18:17:50,549 - mmdet - INFO - Epoch [2][4550/6400] lr: 2.376e-06, eta: 7:26:59, time: 0.433, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.1138, loss_cls: 0.1798, acc: 93.3438, loss_bbox: 0.1670, loss: 0.5021, grad_norm: 8.6984
2022-06-22 18:18:12,746 - mmdet - INFO - Epoch [2][4600/6400] lr: 2.376e-06, eta: 7:26:50, time: 0.444, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.1265, loss_cls: 0.1725, acc: 93.3145, loss_bbox: 0.1745, loss: 0.5079, grad_norm: 8.3275
2022-06-22 18:18:32,947 - mmdet - INFO - Epoch [2][4650/6400] lr: 2.376e-06, eta: 7:26:29, time: 0.404, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.1155, loss_cls: 0.1891, acc: 92.5996, loss_bbox: 0.1798, loss: 0.5364, grad_norm: 7.9213
2022-06-22 18:18:56,015 - mmdet - INFO - Epoch [2][4700/6400] lr: 2.376e-06, eta: 7:26:24, time: 0.461, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.1096, loss_cls: 0.2035, acc: 92.2578, loss_bbox: 0.1739, loss: 0.5287, grad_norm: 9.0045
2022-06-22 18:19:16,702 - mmdet - INFO - Epoch [2][4750/6400] lr: 2.376e-06, eta: 7:26:06, time: 0.414, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0991, loss_cls: 0.1821, acc: 93.0547, loss_bbox: 0.1564, loss: 0.4673, grad_norm: 7.8268
2022-06-22 18:19:38,218 - mmdet - INFO - Epoch [2][4800/6400] lr: 2.376e-06, eta: 7:25:52, time: 0.430, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0946, loss_cls: 0.1872, acc: 92.8418, loss_bbox: 0.1771, loss: 0.4921, grad_norm: 8.0921
2022-06-22 18:20:00,783 - mmdet - INFO - Epoch [2][4850/6400] lr: 2.376e-06, eta: 7:25:44, time: 0.451, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0814, loss_cls: 0.1872, acc: 92.7539, loss_bbox: 0.1609, loss: 0.4734, grad_norm: 10.1903
2022-06-22 18:20:16,807 - mmdet - INFO - Epoch [2][4900/6400] lr: 2.376e-06, eta: 7:24:58, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0730, loss_cls: 0.1940, acc: 92.6172, loss_bbox: 0.1462, loss: 0.4464, grad_norm: 7.5196
2022-06-22 18:20:39,655 - mmdet - INFO - Epoch [2][4950/6400] lr: 2.376e-06, eta: 7:24:52, time: 0.457, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0832, loss_cls: 0.1745, acc: 93.0176, loss_bbox: 0.1545, loss: 0.4488, grad_norm: 7.2148
2022-06-22 18:20:55,648 - mmdet - INFO - Epoch [2][5000/6400] lr: 2.376e-06, eta: 7:24:07, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0752, loss_cls: 0.1667, acc: 93.7109, loss_bbox: 0.1524, loss: 0.4244, grad_norm: 7.5752
2022-06-22 18:21:14,525 - mmdet - INFO - Epoch [2][5050/6400] lr: 2.376e-06, eta: 7:23:38, time: 0.378, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0793, loss_cls: 0.1936, acc: 92.1719, loss_bbox: 0.1584, loss: 0.4710, grad_norm: 8.2773
2022-06-22 18:21:30,555 - mmdet - INFO - Epoch [2][5100/6400] lr: 2.376e-06, eta: 7:22:53, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0817, loss_cls: 0.1745, acc: 93.4336, loss_bbox: 0.1668, loss: 0.4563, grad_norm: 6.6784
2022-06-22 18:21:49,705 - mmdet - INFO - Epoch [2][5150/6400] lr: 2.376e-06, eta: 7:22:26, time: 0.383, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0834, loss_cls: 0.1806, acc: 93.1250, loss_bbox: 0.1509, loss: 0.4465, grad_norm: 7.5182
2022-06-22 18:22:12,373 - mmdet - INFO - Epoch [2][5200/6400] lr: 2.376e-06, eta: 7:22:18, time: 0.453, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0751, loss_cls: 0.1815, acc: 92.9004, loss_bbox: 0.1629, loss: 0.4489, grad_norm: 8.0601
2022-06-22 18:22:31,903 - mmdet - INFO - Epoch [2][5250/6400] lr: 2.376e-06, eta: 7:21:53, time: 0.391, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0852, loss_cls: 0.1956, acc: 92.4609, loss_bbox: 0.1644, loss: 0.4962, grad_norm: 7.7448
2022-06-22 18:22:51,596 - mmdet - INFO - Epoch [2][5300/6400] lr: 2.376e-06, eta: 7:21:29, time: 0.394, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0969, loss_cls: 0.1691, acc: 93.3496, loss_bbox: 0.1694, loss: 0.4655, grad_norm: 7.0225
2022-06-22 18:23:13,399 - mmdet - INFO - Epoch [2][5350/6400] lr: 2.376e-06, eta: 7:21:17, time: 0.436, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0722, loss_cls: 0.1819, acc: 93.0684, loss_bbox: 0.1506, loss: 0.4418, grad_norm: 7.0566
2022-06-22 18:23:29,405 - mmdet - INFO - Epoch [2][5400/6400] lr: 2.376e-06, eta: 7:20:33, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0879, loss_cls: 0.1763, acc: 93.2559, loss_bbox: 0.1732, loss: 0.4699, grad_norm: 9.1902
2022-06-22 18:23:45,403 - mmdet - INFO - Epoch [2][5450/6400] lr: 2.376e-06, eta: 7:19:49, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0952, loss_cls: 0.1910, acc: 92.8887, loss_bbox: 0.1587, loss: 0.4754, grad_norm: 8.0079
2022-06-22 18:24:04,781 - mmdet - INFO - Epoch [2][5500/6400] lr: 2.376e-06, eta: 7:19:23, time: 0.388, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.1241, loss_cls: 0.2038, acc: 92.1152, loss_bbox: 0.1640, loss: 0.5270, grad_norm: 8.8762
2022-06-22 18:24:30,965 - mmdet - INFO - Epoch [2][5550/6400] lr: 2.376e-06, eta: 7:19:35, time: 0.524, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0916, loss_cls: 0.1818, acc: 93.0000, loss_bbox: 0.1553, loss: 0.4679, grad_norm: 7.4886
2022-06-22 18:24:46,786 - mmdet - INFO - Epoch [2][5600/6400] lr: 2.376e-06, eta: 7:18:50, time: 0.316, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0691, loss_cls: 0.1777, acc: 93.0469, loss_bbox: 0.1772, loss: 0.4543, grad_norm: 7.5101
2022-06-22 18:25:05,877 - mmdet - INFO - Epoch [2][5650/6400] lr: 2.376e-06, eta: 7:18:23, time: 0.382, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0899, loss_cls: 0.1928, acc: 92.3809, loss_bbox: 0.1500, loss: 0.4730, grad_norm: 7.8190
2022-06-22 18:25:21,922 - mmdet - INFO - Epoch [2][5700/6400] lr: 2.376e-06, eta: 7:17:40, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.1015, loss_cls: 0.1758, acc: 93.2148, loss_bbox: 0.1699, loss: 0.4989, grad_norm: 8.6524
2022-06-22 18:25:38,011 - mmdet - INFO - Epoch [2][5750/6400] lr: 2.376e-06, eta: 7:16:57, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0891, loss_cls: 0.2055, acc: 92.5352, loss_bbox: 0.1444, loss: 0.4712, grad_norm: 7.3786
2022-06-22 18:25:57,519 - mmdet - INFO - Epoch [2][5800/6400] lr: 2.376e-06, eta: 7:16:33, time: 0.390, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.1205, loss_cls: 0.1954, acc: 92.5938, loss_bbox: 0.1746, loss: 0.5330, grad_norm: 8.8113
2022-06-22 18:26:17,570 - mmdet - INFO - Epoch [2][5850/6400] lr: 2.376e-06, eta: 7:16:12, time: 0.401, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0906, loss_cls: 0.1786, acc: 93.0469, loss_bbox: 0.1687, loss: 0.4731, grad_norm: 7.5905
2022-06-22 18:26:40,858 - mmdet - INFO - Epoch [2][5900/6400] lr: 2.376e-06, eta: 7:16:07, time: 0.466, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0716, loss_cls: 0.1675, acc: 93.9961, loss_bbox: 0.1459, loss: 0.4281, grad_norm: 7.7517
2022-06-22 18:27:00,812 - mmdet - INFO - Epoch [2][5950/6400] lr: 2.376e-06, eta: 7:15:45, time: 0.399, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0687, loss_cls: 0.1836, acc: 92.8047, loss_bbox: 0.1654, loss: 0.4467, grad_norm: 7.4254
2022-06-22 18:27:23,717 - mmdet - INFO - Epoch [2][6000/6400] lr: 2.376e-06, eta: 7:15:39, time: 0.458, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0940, loss_cls: 0.1890, acc: 92.7500, loss_bbox: 0.1570, loss: 0.4772, grad_norm: 8.0694
2022-06-22 18:27:42,954 - mmdet - INFO - Epoch [2][6050/6400] lr: 2.376e-06, eta: 7:15:13, time: 0.385, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0891, loss_cls: 0.2171, acc: 91.6191, loss_bbox: 0.1720, loss: 0.5295, grad_norm: 7.2775
2022-06-22 18:27:58,883 - mmdet - INFO - Epoch [2][6100/6400] lr: 2.376e-06, eta: 7:14:30, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0705, loss_cls: 0.1725, acc: 93.5801, loss_bbox: 0.1505, loss: 0.4490, grad_norm: 9.2251
2022-06-22 18:28:19,116 - mmdet - INFO - Epoch [2][6150/6400] lr: 2.376e-06, eta: 7:14:10, time: 0.405, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0786, loss_cls: 0.1607, acc: 93.6074, loss_bbox: 0.1462, loss: 0.4110, grad_norm: 7.5577
2022-06-22 18:28:35,041 - mmdet - INFO - Epoch [2][6200/6400] lr: 2.376e-06, eta: 7:13:27, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0820, loss_cls: 0.1741, acc: 93.3613, loss_bbox: 0.1480, loss: 0.4312, grad_norm: 6.8354
2022-06-22 18:28:53,967 - mmdet - INFO - Epoch [2][6250/6400] lr: 2.376e-06, eta: 7:13:00, time: 0.379, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0917, loss_cls: 0.1826, acc: 92.7617, loss_bbox: 0.1467, loss: 0.4483, grad_norm: 7.9568
2022-06-22 18:29:09,972 - mmdet - INFO - Epoch [2][6300/6400] lr: 2.376e-06, eta: 7:12:18, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0980, loss_cls: 0.1801, acc: 93.1758, loss_bbox: 0.1580, loss: 0.4854, grad_norm: 7.5011
2022-06-22 18:29:25,955 - mmdet - INFO - Epoch [2][6350/6400] lr: 2.376e-06, eta: 7:11:37, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0810, loss_cls: 0.1894, acc: 92.4785, loss_bbox: 0.1588, loss: 0.4599, grad_norm: 7.9448
2022-06-22 18:29:48,233 - mmdet - INFO - Epoch [2][6400/6400] lr: 2.376e-06, eta: 7:11:27, time: 0.446, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0852, loss_cls: 0.1855, acc: 93.1367, loss_bbox: 0.1521, loss: 0.4658, grad_norm: 8.4293
2022-06-22 18:29:48,636 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-06-22 18:30:22,265 - mmdet - INFO - Epoch [3][50/6400] lr: 2.376e-06, eta: 7:12:02, time: 0.628, data_time: 0.310, memory: 14029, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0880, loss_cls: 0.1771, acc: 93.2305, loss_bbox: 0.1580, loss: 0.4541, grad_norm: 7.2439
2022-06-22 18:30:43,641 - mmdet - INFO - Epoch [3][100/6400] lr: 2.376e-06, eta: 7:11:48, time: 0.428, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0821, loss_cls: 0.1704, acc: 93.4980, loss_bbox: 0.1524, loss: 0.4317, grad_norm: 8.2294
2022-06-22 18:31:14,307 - mmdet - INFO - Epoch [3][150/6400] lr: 2.376e-06, eta: 7:12:19, time: 0.613, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0766, loss_cls: 0.1818, acc: 93.1191, loss_bbox: 0.1479, loss: 0.4432, grad_norm: 8.0873
2022-06-22 18:31:36,137 - mmdet - INFO - Epoch [3][200/6400] lr: 2.376e-06, eta: 7:12:06, time: 0.437, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0968, loss_cls: 0.1768, acc: 93.2383, loss_bbox: 0.1565, loss: 0.4694, grad_norm: 7.9999
2022-06-22 18:32:00,080 - mmdet - INFO - Epoch [3][250/6400] lr: 2.376e-06, eta: 7:12:03, time: 0.479, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0747, loss_cls: 0.1697, acc: 93.6152, loss_bbox: 0.1439, loss: 0.4146, grad_norm: 7.5442
2022-06-22 18:32:20,141 - mmdet - INFO - Epoch [3][300/6400] lr: 2.376e-06, eta: 7:11:41, time: 0.401, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0912, loss_cls: 0.1907, acc: 92.5645, loss_bbox: 0.1706, loss: 0.4897, grad_norm: 8.9599
2022-06-22 18:32:36,197 - mmdet - INFO - Epoch [3][350/6400] lr: 2.376e-06, eta: 7:11:00, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0820, loss_cls: 0.1983, acc: 92.1094, loss_bbox: 0.1620, loss: 0.4746, grad_norm: 7.8065
2022-06-22 18:33:01,536 - mmdet - INFO - Epoch [3][400/6400] lr: 2.376e-06, eta: 7:11:04, time: 0.507, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0754, loss_cls: 0.1716, acc: 93.2363, loss_bbox: 0.1489, loss: 0.4242, grad_norm: 7.5839
2022-06-22 18:33:23,905 - mmdet - INFO - Epoch [3][450/6400] lr: 2.376e-06, eta: 7:10:54, time: 0.447, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0889, loss_cls: 0.1642, acc: 93.5000, loss_bbox: 0.1497, loss: 0.4316, grad_norm: 7.7693
2022-06-22 18:33:45,409 - mmdet - INFO - Epoch [3][500/6400] lr: 2.376e-06, eta: 7:10:39, time: 0.430, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0844, loss_cls: 0.1787, acc: 93.0352, loss_bbox: 0.1431, loss: 0.4343, grad_norm: 7.6290
2022-06-22 18:34:10,973 - mmdet - INFO - Epoch [3][550/6400] lr: 2.376e-06, eta: 7:10:43, time: 0.511, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0706, loss_cls: 0.1984, acc: 92.3027, loss_bbox: 0.1524, loss: 0.4516, grad_norm: 8.0758
2022-06-22 18:34:38,786 - mmdet - INFO - Epoch [3][600/6400] lr: 2.376e-06, eta: 7:10:58, time: 0.556, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.1096, loss_cls: 0.1748, acc: 92.9551, loss_bbox: 0.1733, loss: 0.4810, grad_norm: 7.4898
2022-06-22 18:34:54,787 - mmdet - INFO - Epoch [3][650/6400] lr: 2.376e-06, eta: 7:10:17, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0659, loss_cls: 0.1537, acc: 94.1914, loss_bbox: 0.1357, loss: 0.3800, grad_norm: 6.8582
2022-06-22 18:35:17,084 - mmdet - INFO - Epoch [3][700/6400] lr: 2.376e-06, eta: 7:10:06, time: 0.446, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0988, loss_cls: 0.1845, acc: 92.9766, loss_bbox: 0.1580, loss: 0.4727, grad_norm: 7.8976
2022-06-22 18:35:41,628 - mmdet - INFO - Epoch [3][750/6400] lr: 2.376e-06, eta: 7:10:05, time: 0.491, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0724, loss_cls: 0.1705, acc: 93.3984, loss_bbox: 0.1506, loss: 0.4282, grad_norm: 7.9318
2022-06-22 18:36:05,182 - mmdet - INFO - Epoch [3][800/6400] lr: 2.376e-06, eta: 7:09:59, time: 0.471, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0818, loss_cls: 0.1731, acc: 93.1387, loss_bbox: 0.1459, loss: 0.4274, grad_norm: 6.9237
2022-06-22 18:36:27,730 - mmdet - INFO - Epoch [3][850/6400] lr: 2.376e-06, eta: 7:09:49, time: 0.451, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0792, loss_cls: 0.1800, acc: 93.1758, loss_bbox: 0.1513, loss: 0.4591, grad_norm: 9.3597
2022-06-22 18:36:43,947 - mmdet - INFO - Epoch [3][900/6400] lr: 2.376e-06, eta: 7:09:09, time: 0.324, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0768, loss_cls: 0.1581, acc: 93.8008, loss_bbox: 0.1528, loss: 0.4210, grad_norm: 7.2255
2022-06-22 18:37:05,904 - mmdet - INFO - Epoch [3][950/6400] lr: 2.376e-06, eta: 7:08:56, time: 0.439, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.1127, loss_cls: 0.1834, acc: 92.9219, loss_bbox: 0.1506, loss: 0.4778, grad_norm: 7.4653
2022-06-22 18:37:22,252 - mmdet - INFO - Epoch [3][1000/6400] lr: 2.376e-06, eta: 7:08:17, time: 0.327, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0856, loss_cls: 0.1707, acc: 93.5254, loss_bbox: 0.1533, loss: 0.4345, grad_norm: 7.2124
2022-06-22 18:37:55,089 - mmdet - INFO - Epoch [3][1050/6400] lr: 2.376e-06, eta: 7:08:53, time: 0.657, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.1033, loss_cls: 0.1589, acc: 93.7344, loss_bbox: 0.1374, loss: 0.4310, grad_norm: 7.7320
2022-06-22 18:38:15,701 - mmdet - INFO - Epoch [3][1100/6400] lr: 2.376e-06, eta: 7:08:33, time: 0.412, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0851, loss_cls: 0.1743, acc: 93.3027, loss_bbox: 0.1595, loss: 0.4549, grad_norm: 7.8109
2022-06-22 18:38:36,889 - mmdet - INFO - Epoch [3][1150/6400] lr: 2.376e-06, eta: 7:08:16, time: 0.424, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0873, loss_cls: 0.1683, acc: 93.8281, loss_bbox: 0.1374, loss: 0.4336, grad_norm: 7.9379
2022-06-22 18:38:55,958 - mmdet - INFO - Epoch [3][1200/6400] lr: 2.376e-06, eta: 7:07:49, time: 0.381, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0624, loss_cls: 0.1421, acc: 94.4590, loss_bbox: 0.1232, loss: 0.3554, grad_norm: 6.4180
2022-06-22 18:39:18,312 - mmdet - INFO - Epoch [3][1250/6400] lr: 2.376e-06, eta: 7:07:38, time: 0.447, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0964, loss_cls: 0.1942, acc: 92.4551, loss_bbox: 0.1600, loss: 0.4943, grad_norm: 9.1863
2022-06-22 18:39:36,935 - mmdet - INFO - Epoch [3][1300/6400] lr: 2.376e-06, eta: 7:07:09, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0822, loss_cls: 0.1622, acc: 93.5391, loss_bbox: 0.1548, loss: 0.4217, grad_norm: 6.8305
2022-06-22 18:39:53,047 - mmdet - INFO - Epoch [3][1350/6400] lr: 2.376e-06, eta: 7:06:29, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.1001, loss_cls: 0.1768, acc: 93.2910, loss_bbox: 0.1523, loss: 0.4557, grad_norm: 7.4656
2022-06-22 18:40:12,096 - mmdet - INFO - Epoch [3][1400/6400] lr: 2.376e-06, eta: 7:06:03, time: 0.381, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0790, loss_cls: 0.1879, acc: 92.7930, loss_bbox: 0.1447, loss: 0.4385, grad_norm: 7.8936
2022-06-22 18:40:33,947 - mmdet - INFO - Epoch [3][1450/6400] lr: 2.376e-06, eta: 7:05:49, time: 0.437, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0760, loss_cls: 0.1627, acc: 93.6855, loss_bbox: 0.1524, loss: 0.4205, grad_norm: 7.8210
2022-06-22 18:40:50,141 - mmdet - INFO - Epoch [3][1500/6400] lr: 2.376e-06, eta: 7:05:10, time: 0.324, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0906, loss_cls: 0.1726, acc: 93.2031, loss_bbox: 0.1563, loss: 0.4463, grad_norm: 7.1701
2022-06-22 18:41:09,375 - mmdet - INFO - Epoch [3][1550/6400] lr: 2.376e-06, eta: 7:04:44, time: 0.385, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0793, loss_cls: 0.1702, acc: 93.3809, loss_bbox: 0.1536, loss: 0.4299, grad_norm: 7.3544
2022-06-22 18:41:25,393 - mmdet - INFO - Epoch [3][1600/6400] lr: 2.376e-06, eta: 7:04:05, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0842, loss_cls: 0.1659, acc: 93.1367, loss_bbox: 0.1609, loss: 0.4339, grad_norm: 7.7504
2022-06-22 18:41:47,305 - mmdet - INFO - Epoch [3][1650/6400] lr: 2.376e-06, eta: 7:03:51, time: 0.438, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0778, loss_cls: 0.1443, acc: 94.4043, loss_bbox: 0.1531, loss: 0.4027, grad_norm: 7.6933
2022-06-22 18:42:03,387 - mmdet - INFO - Epoch [3][1700/6400] lr: 2.376e-06, eta: 7:03:12, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0810, loss_cls: 0.1561, acc: 93.8555, loss_bbox: 0.1502, loss: 0.4168, grad_norm: 8.3359
2022-06-22 18:42:19,573 - mmdet - INFO - Epoch [3][1750/6400] lr: 2.376e-06, eta: 7:02:34, time: 0.324, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0747, loss_cls: 0.1761, acc: 93.0371, loss_bbox: 0.1552, loss: 0.4326, grad_norm: 7.6226
2022-06-22 18:42:40,573 - mmdet - INFO - Epoch [3][1800/6400] lr: 2.376e-06, eta: 7:02:16, time: 0.420, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0790, loss_cls: 0.1668, acc: 93.7129, loss_bbox: 0.1456, loss: 0.4209, grad_norm: 8.2321
2022-06-22 18:42:56,662 - mmdet - INFO - Epoch [3][1850/6400] lr: 2.376e-06, eta: 7:01:38, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0665, loss_cls: 0.1690, acc: 93.4785, loss_bbox: 0.1454, loss: 0.4064, grad_norm: 8.0219
2022-06-22 18:43:12,779 - mmdet - INFO - Epoch [3][1900/6400] lr: 2.376e-06, eta: 7:00:59, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0865, loss_cls: 0.1572, acc: 93.7891, loss_bbox: 0.1549, loss: 0.4231, grad_norm: 6.9725
2022-06-22 18:43:28,874 - mmdet - INFO - Epoch [3][1950/6400] lr: 2.376e-06, eta: 7:00:21, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0617, loss_cls: 0.1543, acc: 94.1211, loss_bbox: 0.1432, loss: 0.3798, grad_norm: 7.6339
2022-06-22 18:43:47,481 - mmdet - INFO - Epoch [3][2000/6400] lr: 2.376e-06, eta: 6:59:54, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0843, loss_cls: 0.1868, acc: 92.5469, loss_bbox: 0.1590, loss: 0.4607, grad_norm: 7.8221
2022-06-22 18:44:03,769 - mmdet - INFO - Epoch [3][2050/6400] lr: 2.376e-06, eta: 6:59:17, time: 0.326, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0923, loss_cls: 0.1786, acc: 93.1582, loss_bbox: 0.1363, loss: 0.4293, grad_norm: 7.6212
2022-06-22 18:44:22,255 - mmdet - INFO - Epoch [3][2100/6400] lr: 2.376e-06, eta: 6:58:49, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0897, loss_cls: 0.1787, acc: 92.9375, loss_bbox: 0.1617, loss: 0.4649, grad_norm: 7.6214
2022-06-22 18:44:53,058 - mmdet - INFO - Epoch [3][2150/6400] lr: 2.376e-06, eta: 6:59:12, time: 0.616, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0909, loss_cls: 0.1762, acc: 93.2773, loss_bbox: 0.1463, loss: 0.4513, grad_norm: 8.8050
2022-06-22 18:45:12,209 - mmdet - INFO - Epoch [3][2200/6400] lr: 2.376e-06, eta: 6:58:47, time: 0.383, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0749, loss_cls: 0.1850, acc: 92.7988, loss_bbox: 0.1391, loss: 0.4292, grad_norm: 7.2369
2022-06-22 18:45:35,522 - mmdet - INFO - Epoch [3][2250/6400] lr: 2.376e-06, eta: 6:58:39, time: 0.466, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0916, loss_cls: 0.1891, acc: 92.4141, loss_bbox: 0.1699, loss: 0.4836, grad_norm: 7.1808
2022-06-22 18:46:05,287 - mmdet - INFO - Epoch [3][2300/6400] lr: 2.376e-06, eta: 6:58:57, time: 0.595, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0712, loss_cls: 0.1419, acc: 94.6250, loss_bbox: 0.1260, loss: 0.3661, grad_norm: 6.5701
2022-06-22 18:46:27,986 - mmdet - INFO - Epoch [3][2350/6400] lr: 2.376e-06, eta: 6:58:46, time: 0.454, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0584, loss_cls: 0.1582, acc: 93.9824, loss_bbox: 0.1286, loss: 0.3802, grad_norm: 7.3518
2022-06-22 18:46:52,631 - mmdet - INFO - Epoch [3][2400/6400] lr: 2.376e-06, eta: 6:58:43, time: 0.493, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0688, loss_cls: 0.1730, acc: 93.2871, loss_bbox: 0.1547, loss: 0.4261, grad_norm: 7.4094
2022-06-22 18:47:08,727 - mmdet - INFO - Epoch [3][2450/6400] lr: 2.376e-06, eta: 6:58:05, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0728, loss_cls: 0.1756, acc: 93.3555, loss_bbox: 0.1365, loss: 0.4267, grad_norm: 7.8789
2022-06-22 18:47:27,237 - mmdet - INFO - Epoch [3][2500/6400] lr: 2.376e-06, eta: 6:57:37, time: 0.370, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.1003, loss_cls: 0.1772, acc: 92.7656, loss_bbox: 0.1481, loss: 0.4565, grad_norm: 7.7643
2022-06-22 18:47:43,223 - mmdet - INFO - Epoch [3][2550/6400] lr: 2.376e-06, eta: 6:56:59, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0613, loss_cls: 0.1689, acc: 93.4551, loss_bbox: 0.1336, loss: 0.3995, grad_norm: 7.6835
2022-06-22 18:47:59,191 - mmdet - INFO - Epoch [3][2600/6400] lr: 2.376e-06, eta: 6:56:21, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0813, loss_cls: 0.1563, acc: 94.0762, loss_bbox: 0.1402, loss: 0.4021, grad_norm: 6.9921
2022-06-22 18:48:21,731 - mmdet - INFO - Epoch [3][2650/6400] lr: 2.376e-06, eta: 6:56:10, time: 0.451, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0757, loss_cls: 0.1736, acc: 93.0996, loss_bbox: 0.1456, loss: 0.4255, grad_norm: 7.1902
2022-06-22 18:48:40,865 - mmdet - INFO - Epoch [3][2700/6400] lr: 2.376e-06, eta: 6:55:45, time: 0.383, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0877, loss_cls: 0.1726, acc: 93.1172, loss_bbox: 0.1585, loss: 0.4448, grad_norm: 7.2830
2022-06-22 18:49:03,001 - mmdet - INFO - Epoch [3][2750/6400] lr: 2.376e-06, eta: 6:55:31, time: 0.443, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0869, loss_cls: 0.1454, acc: 94.3457, loss_bbox: 0.1222, loss: 0.3797, grad_norm: 7.1110
2022-06-22 18:49:21,771 - mmdet - INFO - Epoch [3][2800/6400] lr: 2.376e-06, eta: 6:55:05, time: 0.375, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0794, loss_cls: 0.1761, acc: 93.3828, loss_bbox: 0.1522, loss: 0.4335, grad_norm: 7.3826
2022-06-22 18:49:41,010 - mmdet - INFO - Epoch [3][2850/6400] lr: 2.376e-06, eta: 6:54:40, time: 0.385, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0806, loss_cls: 0.1706, acc: 93.3281, loss_bbox: 0.1528, loss: 0.4313, grad_norm: 6.9626
2022-06-22 18:49:57,077 - mmdet - INFO - Epoch [3][2900/6400] lr: 2.376e-06, eta: 6:54:03, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0638, loss_cls: 0.1461, acc: 94.1816, loss_bbox: 0.1445, loss: 0.3863, grad_norm: 6.8640
2022-06-22 18:50:15,968 - mmdet - INFO - Epoch [3][2950/6400] lr: 2.376e-06, eta: 6:53:37, time: 0.378, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0787, loss_cls: 0.1610, acc: 93.7520, loss_bbox: 0.1345, loss: 0.4059, grad_norm: 8.0247
2022-06-22 18:50:32,096 - mmdet - INFO - Epoch [3][3000/6400] lr: 2.376e-06, eta: 6:53:01, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.1030, loss_cls: 0.1813, acc: 93.1973, loss_bbox: 0.1522, loss: 0.4680, grad_norm: 8.0905
2022-06-22 18:50:55,672 - mmdet - INFO - Epoch [3][3050/6400] lr: 2.376e-06, eta: 6:52:53, time: 0.472, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0916, loss_cls: 0.1761, acc: 93.0254, loss_bbox: 0.1596, loss: 0.4591, grad_norm: 7.2477
2022-06-22 18:51:11,671 - mmdet - INFO - Epoch [3][3100/6400] lr: 2.376e-06, eta: 6:52:16, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0800, loss_cls: 0.1561, acc: 93.8789, loss_bbox: 0.1371, loss: 0.4039, grad_norm: 7.5137
2022-06-22 18:51:44,953 - mmdet - INFO - Epoch [3][3150/6400] lr: 2.376e-06, eta: 6:52:45, time: 0.666, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0887, loss_cls: 0.1884, acc: 93.1230, loss_bbox: 0.1567, loss: 0.4614, grad_norm: 7.7266
2022-06-22 18:52:03,454 - mmdet - INFO - Epoch [3][3200/6400] lr: 2.376e-06, eta: 6:52:18, time: 0.370, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0930, loss_cls: 0.1861, acc: 92.8203, loss_bbox: 0.1567, loss: 0.4580, grad_norm: 8.4112
2022-06-22 18:52:19,397 - mmdet - INFO - Epoch [3][3250/6400] lr: 2.376e-06, eta: 6:51:41, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0746, loss_cls: 0.1531, acc: 94.0625, loss_bbox: 0.1334, loss: 0.3817, grad_norm: 7.1122
2022-06-22 18:52:39,798 - mmdet - INFO - Epoch [3][3300/6400] lr: 2.376e-06, eta: 6:51:21, time: 0.408, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.1047, loss_cls: 0.1743, acc: 93.0820, loss_bbox: 0.1576, loss: 0.4665, grad_norm: 8.3066
2022-06-22 18:53:01,763 - mmdet - INFO - Epoch [3][3350/6400] lr: 2.376e-06, eta: 6:51:07, time: 0.439, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0686, loss_cls: 0.1749, acc: 92.9883, loss_bbox: 0.1610, loss: 0.4310, grad_norm: 7.8639
2022-06-22 18:53:21,094 - mmdet - INFO - Epoch [3][3400/6400] lr: 2.376e-06, eta: 6:50:42, time: 0.387, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0776, loss_cls: 0.1698, acc: 93.2461, loss_bbox: 0.1628, loss: 0.4402, grad_norm: 7.3189
2022-06-22 18:53:48,030 - mmdet - INFO - Epoch [3][3450/6400] lr: 2.376e-06, eta: 6:50:47, time: 0.539, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0793, loss_cls: 0.1846, acc: 93.0625, loss_bbox: 0.1502, loss: 0.4416, grad_norm: 7.6563
2022-06-22 18:54:07,092 - mmdet - INFO - Epoch [3][3500/6400] lr: 2.376e-06, eta: 6:50:22, time: 0.381, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0653, loss_cls: 0.1411, acc: 94.4102, loss_bbox: 0.1368, loss: 0.3655, grad_norm: 7.0336
2022-06-22 18:54:22,937 - mmdet - INFO - Epoch [3][3550/6400] lr: 2.376e-06, eta: 6:49:45, time: 0.317, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0620, loss_cls: 0.1613, acc: 93.6543, loss_bbox: 0.1530, loss: 0.4010, grad_norm: 6.6975
2022-06-22 18:54:38,791 - mmdet - INFO - Epoch [3][3600/6400] lr: 2.376e-06, eta: 6:49:08, time: 0.317, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0628, loss_cls: 0.1546, acc: 93.8379, loss_bbox: 0.1336, loss: 0.3838, grad_norm: 7.1117
2022-06-22 18:54:54,763 - mmdet - INFO - Epoch [3][3650/6400] lr: 2.376e-06, eta: 6:48:31, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0926, loss_cls: 0.1500, acc: 94.0059, loss_bbox: 0.1393, loss: 0.4042, grad_norm: 7.0940
2022-06-22 18:55:13,154 - mmdet - INFO - Epoch [3][3700/6400] lr: 2.376e-06, eta: 6:48:04, time: 0.368, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0736, loss_cls: 0.1794, acc: 92.9297, loss_bbox: 0.1682, loss: 0.4486, grad_norm: 7.6319
2022-06-22 18:55:32,235 - mmdet - INFO - Epoch [3][3750/6400] lr: 2.376e-06, eta: 6:47:39, time: 0.382, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0620, loss_cls: 0.1776, acc: 93.0410, loss_bbox: 0.1522, loss: 0.4128, grad_norm: 7.6479
2022-06-22 18:55:54,358 - mmdet - INFO - Epoch [3][3800/6400] lr: 2.376e-06, eta: 6:47:26, time: 0.442, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0753, loss_cls: 0.1738, acc: 92.8887, loss_bbox: 0.1540, loss: 0.4253, grad_norm: 7.4095
2022-06-22 18:56:10,357 - mmdet - INFO - Epoch [3][3850/6400] lr: 2.376e-06, eta: 6:46:50, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0661, loss_cls: 0.1674, acc: 93.8691, loss_bbox: 0.1376, loss: 0.3916, grad_norm: 6.5940
2022-06-22 18:56:31,941 - mmdet - INFO - Epoch [3][3900/6400] lr: 2.376e-06, eta: 6:46:34, time: 0.432, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0815, loss_cls: 0.1509, acc: 93.8945, loss_bbox: 0.1376, loss: 0.3912, grad_norm: 6.8334
2022-06-22 18:56:50,588 - mmdet - INFO - Epoch [3][3950/6400] lr: 2.376e-06, eta: 6:46:08, time: 0.373, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0574, loss_cls: 0.1659, acc: 93.8770, loss_bbox: 0.1343, loss: 0.3821, grad_norm: 7.6883
2022-06-22 18:57:11,892 - mmdet - INFO - Epoch [3][4000/6400] lr: 2.376e-06, eta: 6:45:51, time: 0.426, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0654, loss_cls: 0.1650, acc: 93.5820, loss_bbox: 0.1426, loss: 0.4069, grad_norm: 6.9577
2022-06-22 18:57:27,876 - mmdet - INFO - Epoch [3][4050/6400] lr: 2.376e-06, eta: 6:45:16, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0672, loss_cls: 0.1762, acc: 92.8066, loss_bbox: 0.1526, loss: 0.4304, grad_norm: 7.1455
2022-06-22 18:57:43,888 - mmdet - INFO - Epoch [3][4100/6400] lr: 2.376e-06, eta: 6:44:40, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0810, loss_cls: 0.1662, acc: 93.4395, loss_bbox: 0.1451, loss: 0.4218, grad_norm: 6.9678
2022-06-22 18:58:00,011 - mmdet - INFO - Epoch [3][4150/6400] lr: 2.376e-06, eta: 6:44:05, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0992, loss_cls: 0.1842, acc: 92.7559, loss_bbox: 0.1587, loss: 0.4745, grad_norm: 7.6794
2022-06-22 18:58:20,275 - mmdet - INFO - Epoch [3][4200/6400] lr: 2.376e-06, eta: 6:43:45, time: 0.405, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0787, loss_cls: 0.1597, acc: 93.6230, loss_bbox: 0.1432, loss: 0.4066, grad_norm: 7.1522
2022-06-22 18:58:38,526 - mmdet - INFO - Epoch [3][4250/6400] lr: 2.376e-06, eta: 6:43:18, time: 0.365, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0911, loss_cls: 0.1930, acc: 92.6523, loss_bbox: 0.1582, loss: 0.4827, grad_norm: 8.2024
2022-06-22 18:58:57,439 - mmdet - INFO - Epoch [3][4300/6400] lr: 2.376e-06, eta: 6:42:53, time: 0.378, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0795, loss_cls: 0.1706, acc: 93.6992, loss_bbox: 0.1723, loss: 0.4490, grad_norm: 7.3905
2022-06-22 18:59:18,972 - mmdet - INFO - Epoch [3][4350/6400] lr: 2.376e-06, eta: 6:42:37, time: 0.431, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0833, loss_cls: 0.1688, acc: 93.6035, loss_bbox: 0.1569, loss: 0.4438, grad_norm: 7.3275
2022-06-22 18:59:39,934 - mmdet - INFO - Epoch [3][4400/6400] lr: 2.376e-06, eta: 6:42:19, time: 0.419, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0847, loss_cls: 0.1898, acc: 92.7871, loss_bbox: 0.1475, loss: 0.4463, grad_norm: 7.8691
2022-06-22 18:59:55,940 - mmdet - INFO - Epoch [3][4450/6400] lr: 2.376e-06, eta: 6:41:45, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0682, loss_cls: 0.1565, acc: 93.9180, loss_bbox: 0.1309, loss: 0.3768, grad_norm: 7.0093
2022-06-22 19:00:12,023 - mmdet - INFO - Epoch [3][4500/6400] lr: 2.376e-06, eta: 6:41:10, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0861, loss_cls: 0.1789, acc: 93.1582, loss_bbox: 0.1534, loss: 0.4430, grad_norm: 8.4256
2022-06-22 19:00:37,646 - mmdet - INFO - Epoch [3][4550/6400] lr: 2.376e-06, eta: 6:41:08, time: 0.512, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0623, loss_cls: 0.1437, acc: 94.3535, loss_bbox: 0.1371, loss: 0.3669, grad_norm: 7.2377
2022-06-22 19:00:53,608 - mmdet - INFO - Epoch [3][4600/6400] lr: 2.376e-06, eta: 6:40:33, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0774, loss_cls: 0.1749, acc: 93.0938, loss_bbox: 0.1672, loss: 0.4427, grad_norm: 7.7652
2022-06-22 19:01:15,335 - mmdet - INFO - Epoch [3][4650/6400] lr: 2.376e-06, eta: 6:40:18, time: 0.435, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0685, loss_cls: 0.1725, acc: 93.3555, loss_bbox: 0.1427, loss: 0.4063, grad_norm: 7.2377
2022-06-22 19:01:35,195 - mmdet - INFO - Epoch [3][4700/6400] lr: 2.376e-06, eta: 6:39:57, time: 0.397, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0577, loss_cls: 0.1572, acc: 94.0137, loss_bbox: 0.1367, loss: 0.3740, grad_norm: 7.3050
2022-06-22 19:01:58,395 - mmdet - INFO - Epoch [3][4750/6400] lr: 2.376e-06, eta: 6:39:47, time: 0.464, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0951, loss_cls: 0.1835, acc: 92.7168, loss_bbox: 0.1541, loss: 0.4582, grad_norm: 7.8274
2022-06-22 19:02:14,361 - mmdet - INFO - Epoch [3][4800/6400] lr: 2.376e-06, eta: 6:39:12, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0775, loss_cls: 0.1779, acc: 93.1934, loss_bbox: 0.1517, loss: 0.4296, grad_norm: 7.7030
2022-06-22 19:02:40,671 - mmdet - INFO - Epoch [3][4850/6400] lr: 2.376e-06, eta: 6:39:12, time: 0.526, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0789, loss_cls: 0.1855, acc: 92.5566, loss_bbox: 0.1529, loss: 0.4435, grad_norm: 7.6048
2022-06-22 19:03:01,803 - mmdet - INFO - Epoch [3][4900/6400] lr: 2.376e-06, eta: 6:38:55, time: 0.423, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0939, loss_cls: 0.1604, acc: 93.7344, loss_bbox: 0.1340, loss: 0.4109, grad_norm: 7.8000
2022-06-22 19:03:20,092 - mmdet - INFO - Epoch [3][4950/6400] lr: 2.376e-06, eta: 6:38:28, time: 0.366, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0698, loss_cls: 0.1572, acc: 93.7891, loss_bbox: 0.1421, loss: 0.3871, grad_norm: 7.3202
2022-06-22 19:03:41,601 - mmdet - INFO - Epoch [3][5000/6400] lr: 2.376e-06, eta: 6:38:12, time: 0.430, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0665, loss_cls: 0.1356, acc: 94.9512, loss_bbox: 0.1197, loss: 0.3457, grad_norm: 6.6356
2022-06-22 19:04:05,882 - mmdet - INFO - Epoch [3][5050/6400] lr: 2.376e-06, eta: 6:38:05, time: 0.486, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0656, loss_cls: 0.1491, acc: 94.2773, loss_bbox: 0.1347, loss: 0.3723, grad_norm: 6.6242
2022-06-22 19:04:21,869 - mmdet - INFO - Epoch [3][5100/6400] lr: 2.376e-06, eta: 6:37:31, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0730, loss_cls: 0.1430, acc: 94.8848, loss_bbox: 0.1212, loss: 0.3733, grad_norm: 7.4669
2022-06-22 19:04:37,941 - mmdet - INFO - Epoch [3][5150/6400] lr: 2.376e-06, eta: 6:36:57, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0602, loss_cls: 0.1609, acc: 93.6797, loss_bbox: 0.1363, loss: 0.3805, grad_norm: 6.9746
2022-06-22 19:05:04,933 - mmdet - INFO - Epoch [3][5200/6400] lr: 2.376e-06, eta: 6:36:59, time: 0.540, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0891, loss_cls: 0.1630, acc: 93.6309, loss_bbox: 0.1526, loss: 0.4299, grad_norm: 7.5850
2022-06-22 19:05:30,867 - mmdet - INFO - Epoch [3][5250/6400] lr: 2.376e-06, eta: 6:36:57, time: 0.519, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0747, loss_cls: 0.1474, acc: 94.2480, loss_bbox: 0.1465, loss: 0.3888, grad_norm: 6.9221
2022-06-22 19:05:46,867 - mmdet - INFO - Epoch [3][5300/6400] lr: 2.376e-06, eta: 6:36:23, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0764, loss_cls: 0.1751, acc: 93.2832, loss_bbox: 0.1224, loss: 0.4065, grad_norm: 7.9183
2022-06-22 19:06:07,112 - mmdet - INFO - Epoch [3][5350/6400] lr: 2.376e-06, eta: 6:36:02, time: 0.405, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0968, loss_cls: 0.1542, acc: 93.9922, loss_bbox: 0.1305, loss: 0.4070, grad_norm: 8.1505
2022-06-22 19:06:23,062 - mmdet - INFO - Epoch [3][5400/6400] lr: 2.376e-06, eta: 6:35:28, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0849, loss_cls: 0.1856, acc: 92.4648, loss_bbox: 0.1705, loss: 0.4642, grad_norm: 7.3941
2022-06-22 19:06:46,703 - mmdet - INFO - Epoch [3][5450/6400] lr: 2.376e-06, eta: 6:35:19, time: 0.473, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0722, loss_cls: 0.1624, acc: 93.4395, loss_bbox: 0.1720, loss: 0.4311, grad_norm: 7.9327
2022-06-22 19:07:02,644 - mmdet - INFO - Epoch [3][5500/6400] lr: 2.376e-06, eta: 6:34:45, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0813, loss_cls: 0.1976, acc: 92.6836, loss_bbox: 0.1388, loss: 0.4537, grad_norm: 8.2279
2022-06-22 19:07:21,877 - mmdet - INFO - Epoch [3][5550/6400] lr: 2.376e-06, eta: 6:34:21, time: 0.385, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0917, loss_cls: 0.1738, acc: 93.2031, loss_bbox: 0.1498, loss: 0.4455, grad_norm: 7.6595
2022-06-22 19:07:37,838 - mmdet - INFO - Epoch [3][5600/6400] lr: 2.376e-06, eta: 6:33:48, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0831, loss_cls: 0.1598, acc: 93.9785, loss_bbox: 0.1265, loss: 0.4003, grad_norm: 7.2579
2022-06-22 19:08:00,897 - mmdet - INFO - Epoch [3][5650/6400] lr: 2.376e-06, eta: 6:33:36, time: 0.461, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0700, loss_cls: 0.1598, acc: 93.8613, loss_bbox: 0.1516, loss: 0.4116, grad_norm: 7.3156
2022-06-22 19:08:23,261 - mmdet - INFO - Epoch [3][5700/6400] lr: 2.376e-06, eta: 6:33:23, time: 0.447, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0917, loss_cls: 0.1681, acc: 93.5098, loss_bbox: 0.1418, loss: 0.4292, grad_norm: 7.0608
2022-06-22 19:08:43,504 - mmdet - INFO - Epoch [3][5750/6400] lr: 2.376e-06, eta: 6:33:03, time: 0.405, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0640, loss_cls: 0.1655, acc: 93.5781, loss_bbox: 0.1479, loss: 0.4055, grad_norm: 7.1935
2022-06-22 19:09:05,949 - mmdet - INFO - Epoch [3][5800/6400] lr: 2.376e-06, eta: 6:32:49, time: 0.449, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0744, loss_cls: 0.1589, acc: 93.8027, loss_bbox: 0.1447, loss: 0.4072, grad_norm: 7.1266
2022-06-22 19:09:21,848 - mmdet - INFO - Epoch [3][5850/6400] lr: 2.376e-06, eta: 6:32:15, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0685, loss_cls: 0.1608, acc: 93.7012, loss_bbox: 0.1597, loss: 0.4089, grad_norm: 6.6945
2022-06-22 19:09:40,729 - mmdet - INFO - Epoch [3][5900/6400] lr: 2.376e-06, eta: 6:31:51, time: 0.378, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0621, loss_cls: 0.1578, acc: 93.5898, loss_bbox: 0.1361, loss: 0.3798, grad_norm: 6.8701
2022-06-22 19:10:00,344 - mmdet - INFO - Epoch [3][5950/6400] lr: 2.376e-06, eta: 6:31:29, time: 0.392, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0822, loss_cls: 0.1650, acc: 93.5488, loss_bbox: 0.1234, loss: 0.3965, grad_norm: 7.4712
2022-06-22 19:10:26,684 - mmdet - INFO - Epoch [3][6000/6400] lr: 2.376e-06, eta: 6:31:27, time: 0.527, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.1025, loss_cls: 0.1756, acc: 92.9980, loss_bbox: 0.1395, loss: 0.4476, grad_norm: 8.8508
2022-06-22 19:10:42,677 - mmdet - INFO - Epoch [3][6050/6400] lr: 2.376e-06, eta: 6:30:54, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0847, loss_cls: 0.1553, acc: 93.8887, loss_bbox: 0.1237, loss: 0.3836, grad_norm: 7.2873
2022-06-22 19:11:01,330 - mmdet - INFO - Epoch [3][6100/6400] lr: 2.376e-06, eta: 6:30:29, time: 0.373, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0808, loss_cls: 0.1695, acc: 93.3262, loss_bbox: 0.1502, loss: 0.4334, grad_norm: 7.8651
2022-06-22 19:11:17,217 - mmdet - INFO - Epoch [3][6150/6400] lr: 2.376e-06, eta: 6:29:55, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0708, loss_cls: 0.1668, acc: 93.5586, loss_bbox: 0.1494, loss: 0.4104, grad_norm: 6.6882
2022-06-22 19:11:33,141 - mmdet - INFO - Epoch [3][6200/6400] lr: 2.376e-06, eta: 6:29:22, time: 0.318, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0855, loss_cls: 0.1909, acc: 92.3750, loss_bbox: 0.1713, loss: 0.4759, grad_norm: 7.7672
2022-06-22 19:11:58,032 - mmdet - INFO - Epoch [3][6250/6400] lr: 2.376e-06, eta: 6:29:16, time: 0.498, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0674, loss_cls: 0.1554, acc: 94.2852, loss_bbox: 0.1331, loss: 0.3829, grad_norm: 7.5956
2022-06-22 19:12:17,800 - mmdet - INFO - Epoch [3][6300/6400] lr: 2.376e-06, eta: 6:28:55, time: 0.395, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0557, loss_cls: 0.1662, acc: 93.5430, loss_bbox: 0.1392, loss: 0.3856, grad_norm: 7.4205
2022-06-22 19:12:38,004 - mmdet - INFO - Epoch [3][6350/6400] lr: 2.376e-06, eta: 6:28:34, time: 0.404, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0912, loss_cls: 0.1800, acc: 92.9004, loss_bbox: 0.1652, loss: 0.4600, grad_norm: 7.8066
2022-06-22 19:12:53,921 - mmdet - INFO - Epoch [3][6400/6400] lr: 2.376e-06, eta: 6:28:01, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0640, loss_cls: 0.1678, acc: 93.5957, loss_bbox: 0.1374, loss: 0.3903, grad_norm: 8.6082
2022-06-22 19:12:54,331 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-06-22 19:13:32,150 - mmdet - INFO - Epoch [4][50/6400] lr: 2.376e-06, eta: 6:28:24, time: 0.694, data_time: 0.310, memory: 14029, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0766, loss_cls: 0.1753, acc: 93.0938, loss_bbox: 0.1458, loss: 0.4259, grad_norm: 8.7157
2022-06-22 19:13:56,365 - mmdet - INFO - Epoch [4][100/6400] lr: 2.376e-06, eta: 6:28:16, time: 0.484, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0606, loss_cls: 0.1461, acc: 94.4219, loss_bbox: 0.1300, loss: 0.3646, grad_norm: 7.0085
2022-06-22 19:14:20,919 - mmdet - INFO - Epoch [4][150/6400] lr: 2.376e-06, eta: 6:28:08, time: 0.491, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0748, loss_cls: 0.1630, acc: 93.6777, loss_bbox: 0.1310, loss: 0.3931, grad_norm: 7.0306
2022-06-22 19:14:39,673 - mmdet - INFO - Epoch [4][200/6400] lr: 2.376e-06, eta: 6:27:43, time: 0.375, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0782, loss_cls: 0.1580, acc: 93.6094, loss_bbox: 0.1506, loss: 0.4090, grad_norm: 7.6465
2022-06-22 19:15:02,133 - mmdet - INFO - Epoch [4][250/6400] lr: 2.376e-06, eta: 6:27:30, time: 0.449, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0782, loss_cls: 0.1567, acc: 93.8711, loss_bbox: 0.1356, loss: 0.3921, grad_norm: 7.0624
2022-06-22 19:15:18,150 - mmdet - INFO - Epoch [4][300/6400] lr: 2.376e-06, eta: 6:26:57, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0807, loss_cls: 0.1622, acc: 93.8965, loss_bbox: 0.1409, loss: 0.4104, grad_norm: 7.0831
2022-06-22 19:15:34,266 - mmdet - INFO - Epoch [4][350/6400] lr: 2.376e-06, eta: 6:26:25, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0557, loss_cls: 0.1356, acc: 94.3945, loss_bbox: 0.1243, loss: 0.3346, grad_norm: 6.3988
2022-06-22 19:15:50,313 - mmdet - INFO - Epoch [4][400/6400] lr: 2.376e-06, eta: 6:25:52, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0742, loss_cls: 0.1687, acc: 93.2715, loss_bbox: 0.1496, loss: 0.4201, grad_norm: 7.8606
2022-06-22 19:16:09,755 - mmdet - INFO - Epoch [4][450/6400] lr: 2.376e-06, eta: 6:25:29, time: 0.389, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0891, loss_cls: 0.1483, acc: 94.2012, loss_bbox: 0.1423, loss: 0.3989, grad_norm: 7.3960
2022-06-22 19:16:30,803 - mmdet - INFO - Epoch [4][500/6400] lr: 2.376e-06, eta: 6:25:12, time: 0.421, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0699, loss_cls: 0.1559, acc: 93.6055, loss_bbox: 0.1345, loss: 0.3815, grad_norm: 7.2408
2022-06-22 19:16:55,179 - mmdet - INFO - Epoch [4][550/6400] lr: 2.376e-06, eta: 6:25:03, time: 0.488, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0735, loss_cls: 0.1588, acc: 93.6680, loss_bbox: 0.1376, loss: 0.3941, grad_norm: 7.5231
2022-06-22 19:17:11,249 - mmdet - INFO - Epoch [4][600/6400] lr: 2.376e-06, eta: 6:24:31, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0740, loss_cls: 0.1367, acc: 94.6094, loss_bbox: 0.1292, loss: 0.3648, grad_norm: 6.8408
2022-06-22 19:17:27,305 - mmdet - INFO - Epoch [4][650/6400] lr: 2.376e-06, eta: 6:23:59, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0684, loss_cls: 0.1629, acc: 93.3477, loss_bbox: 0.1500, loss: 0.4038, grad_norm: 6.9475
2022-06-22 19:17:43,407 - mmdet - INFO - Epoch [4][700/6400] lr: 2.376e-06, eta: 6:23:27, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0697, loss_cls: 0.1458, acc: 94.1152, loss_bbox: 0.1318, loss: 0.3629, grad_norm: 6.4702
2022-06-22 19:18:06,026 - mmdet - INFO - Epoch [4][750/6400] lr: 2.376e-06, eta: 6:23:13, time: 0.452, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0899, loss_cls: 0.1799, acc: 92.8516, loss_bbox: 0.1426, loss: 0.4351, grad_norm: 7.4633
2022-06-22 19:18:34,052 - mmdet - INFO - Epoch [4][800/6400] lr: 2.376e-06, eta: 6:23:15, time: 0.561, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0804, loss_cls: 0.1475, acc: 94.0059, loss_bbox: 0.1397, loss: 0.3894, grad_norm: 7.2633
2022-06-22 19:18:53,225 - mmdet - INFO - Epoch [4][850/6400] lr: 2.376e-06, eta: 6:22:52, time: 0.384, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0935, loss_cls: 0.1832, acc: 92.8613, loss_bbox: 0.1569, loss: 0.4605, grad_norm: 7.3050
2022-06-22 19:19:09,461 - mmdet - INFO - Epoch [4][900/6400] lr: 2.376e-06, eta: 6:22:21, time: 0.325, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0653, loss_cls: 0.1341, acc: 94.7227, loss_bbox: 0.1237, loss: 0.3400, grad_norm: 6.0990
2022-06-22 19:19:28,056 - mmdet - INFO - Epoch [4][950/6400] lr: 2.376e-06, eta: 6:21:56, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0779, loss_cls: 0.1632, acc: 93.9043, loss_bbox: 0.1344, loss: 0.3950, grad_norm: 7.4078
2022-06-22 19:19:46,525 - mmdet - INFO - Epoch [4][1000/6400] lr: 2.376e-06, eta: 6:21:31, time: 0.369, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0817, loss_cls: 0.1622, acc: 93.6230, loss_bbox: 0.1439, loss: 0.4081, grad_norm: 7.0807
2022-06-22 19:20:09,771 - mmdet - INFO - Epoch [4][1050/6400] lr: 2.376e-06, eta: 6:21:19, time: 0.465, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0621, loss_cls: 0.1425, acc: 94.2500, loss_bbox: 0.1267, loss: 0.3512, grad_norm: 6.4211
2022-06-22 19:20:31,341 - mmdet - INFO - Epoch [4][1100/6400] lr: 2.376e-06, eta: 6:21:02, time: 0.431, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0555, loss_cls: 0.1567, acc: 93.8262, loss_bbox: 0.1232, loss: 0.3616, grad_norm: 7.1977
2022-06-22 19:20:47,790 - mmdet - INFO - Epoch [4][1150/6400] lr: 2.376e-06, eta: 6:20:32, time: 0.329, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0824, loss_cls: 0.1516, acc: 93.7637, loss_bbox: 0.1422, loss: 0.3934, grad_norm: 7.0050
2022-06-22 19:21:13,924 - mmdet - INFO - Epoch [4][1200/6400] lr: 2.376e-06, eta: 6:20:28, time: 0.523, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0824, loss_cls: 0.1708, acc: 93.1621, loss_bbox: 0.1598, loss: 0.4363, grad_norm: 7.7821
2022-06-22 19:21:32,986 - mmdet - INFO - Epoch [4][1250/6400] lr: 2.376e-06, eta: 6:20:04, time: 0.381, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0700, loss_cls: 0.1568, acc: 93.8105, loss_bbox: 0.1425, loss: 0.3859, grad_norm: 6.4259
2022-06-22 19:21:52,877 - mmdet - INFO - Epoch [4][1300/6400] lr: 2.376e-06, eta: 6:19:43, time: 0.398, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0953, loss_cls: 0.1406, acc: 94.6621, loss_bbox: 0.1360, loss: 0.4035, grad_norm: 7.4214
2022-06-22 19:22:14,941 - mmdet - INFO - Epoch [4][1350/6400] lr: 2.376e-06, eta: 6:19:28, time: 0.441, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0659, loss_cls: 0.1482, acc: 94.3379, loss_bbox: 0.1282, loss: 0.3719, grad_norm: 7.0610
2022-06-22 19:22:37,606 - mmdet - INFO - Epoch [4][1400/6400] lr: 2.376e-06, eta: 6:19:14, time: 0.453, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0692, loss_cls: 0.1689, acc: 93.5723, loss_bbox: 0.1431, loss: 0.4047, grad_norm: 6.9324
2022-06-22 19:22:53,747 - mmdet - INFO - Epoch [4][1450/6400] lr: 2.376e-06, eta: 6:18:43, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0630, loss_cls: 0.1527, acc: 93.9707, loss_bbox: 0.1483, loss: 0.3875, grad_norm: 6.7039
2022-06-22 19:23:09,897 - mmdet - INFO - Epoch [4][1500/6400] lr: 2.376e-06, eta: 6:18:11, time: 0.323, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0706, loss_cls: 0.1647, acc: 93.5879, loss_bbox: 0.1459, loss: 0.4113, grad_norm: 9.1942
2022-06-22 19:23:33,471 - mmdet - INFO - Epoch [4][1550/6400] lr: 2.376e-06, eta: 6:18:00, time: 0.472, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0818, loss_cls: 0.1547, acc: 93.9668, loss_bbox: 0.1341, loss: 0.3960, grad_norm: 8.1169
2022-06-22 19:23:49,934 - mmdet - INFO - Epoch [4][1600/6400] lr: 2.376e-06, eta: 6:17:30, time: 0.329, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0715, loss_cls: 0.1521, acc: 93.9922, loss_bbox: 0.1322, loss: 0.3751, grad_norm: 7.2618
2022-06-22 19:24:08,431 - mmdet - INFO - Epoch [4][1650/6400] lr: 2.376e-06, eta: 6:17:05, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0667, loss_cls: 0.1440, acc: 94.2949, loss_bbox: 0.1428, loss: 0.3737, grad_norm: 7.7135
2022-06-22 19:24:28,654 - mmdet - INFO - Epoch [4][1700/6400] lr: 2.376e-06, eta: 6:16:45, time: 0.404, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0670, loss_cls: 0.1608, acc: 93.4648, loss_bbox: 0.1361, loss: 0.3832, grad_norm: 7.3911
2022-06-22 19:24:47,468 - mmdet - INFO - Epoch [4][1750/6400] lr: 2.376e-06, eta: 6:16:21, time: 0.376, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0614, loss_cls: 0.1307, acc: 94.7500, loss_bbox: 0.1294, loss: 0.3432, grad_norm: 7.0245
2022-06-22 19:25:03,771 - mmdet - INFO - Epoch [4][1800/6400] lr: 2.376e-06, eta: 6:15:50, time: 0.326, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0744, loss_cls: 0.1463, acc: 94.1445, loss_bbox: 0.1197, loss: 0.3590, grad_norm: 7.1486
2022-06-22 19:25:29,510 - mmdet - INFO - Epoch [4][1850/6400] lr: 2.376e-06, eta: 6:15:45, time: 0.515, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0726, loss_cls: 0.1293, acc: 94.8438, loss_bbox: 0.1065, loss: 0.3292, grad_norm: 7.0569
2022-06-22 19:25:52,797 - mmdet - INFO - Epoch [4][1900/6400] lr: 2.376e-06, eta: 6:15:33, time: 0.466, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0658, loss_cls: 0.1584, acc: 93.8047, loss_bbox: 0.1409, loss: 0.3915, grad_norm: 7.2740
2022-06-22 19:26:15,760 - mmdet - INFO - Epoch [4][1950/6400] lr: 2.376e-06, eta: 6:15:20, time: 0.459, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0713, loss_cls: 0.1518, acc: 94.0801, loss_bbox: 0.1331, loss: 0.3767, grad_norm: 7.2912
2022-06-22 19:26:34,327 - mmdet - INFO - Epoch [4][2000/6400] lr: 2.376e-06, eta: 6:14:55, time: 0.371, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0718, loss_cls: 0.1540, acc: 93.8984, loss_bbox: 0.1288, loss: 0.3739, grad_norm: 6.9834
2022-06-22 19:26:59,800 - mmdet - INFO - Epoch [4][2050/6400] lr: 2.376e-06, eta: 6:14:48, time: 0.509, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0702, loss_cls: 0.1564, acc: 93.8145, loss_bbox: 0.1454, loss: 0.4016, grad_norm: 7.2981
2022-06-22 19:27:18,723 - mmdet - INFO - Epoch [4][2100/6400] lr: 2.376e-06, eta: 6:14:25, time: 0.378, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0638, loss_cls: 0.1811, acc: 92.5488, loss_bbox: 0.1601, loss: 0.4253, grad_norm: 7.7896
2022-06-22 19:27:37,320 - mmdet - INFO - Epoch [4][2150/6400] lr: 2.376e-06, eta: 6:14:00, time: 0.372, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0846, loss_cls: 0.1803, acc: 93.0195, loss_bbox: 0.1500, loss: 0.4374, grad_norm: 7.6579
2022-06-22 19:28:00,298 - mmdet - INFO - Epoch [4][2200/6400] lr: 2.376e-06, eta: 6:13:47, time: 0.460, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.1051, loss_cls: 0.1792, acc: 92.6621, loss_bbox: 0.1734, loss: 0.4819, grad_norm: 8.6937
2022-06-22 19:28:16,306 - mmdet - INFO - Epoch [4][2250/6400] lr: 2.376e-06, eta: 6:13:16, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0718, loss_cls: 0.1585, acc: 93.8438, loss_bbox: 0.1378, loss: 0.3933, grad_norm: 7.7288
2022-06-22 19:28:36,479 - mmdet - INFO - Epoch [4][2300/6400] lr: 2.376e-06, eta: 6:12:56, time: 0.403, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0828, loss_cls: 0.1663, acc: 93.2285, loss_bbox: 0.1497, loss: 0.4241, grad_norm: 7.4751
2022-06-22 19:28:54,864 - mmdet - INFO - Epoch [4][2350/6400] lr: 2.376e-06, eta: 6:12:31, time: 0.368, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0919, loss_cls: 0.1649, acc: 93.4473, loss_bbox: 0.1477, loss: 0.4312, grad_norm: 7.5609
2022-06-22 19:29:10,787 - mmdet - INFO - Epoch [4][2400/6400] lr: 2.376e-06, eta: 6:11:59, time: 0.318, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0765, loss_cls: 0.1469, acc: 94.2695, loss_bbox: 0.1497, loss: 0.3890, grad_norm: 7.0197
2022-06-22 19:29:30,824 - mmdet - INFO - Epoch [4][2450/6400] lr: 2.376e-06, eta: 6:11:39, time: 0.401, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0653, loss_cls: 0.1514, acc: 94.0254, loss_bbox: 0.1376, loss: 0.3827, grad_norm: 7.5509
2022-06-22 19:29:51,071 - mmdet - INFO - Epoch [4][2500/6400] lr: 2.376e-06, eta: 6:11:19, time: 0.405, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0575, loss_cls: 0.1405, acc: 94.2656, loss_bbox: 0.1315, loss: 0.3442, grad_norm: 6.7383
2022-06-22 19:30:07,119 - mmdet - INFO - Epoch [4][2550/6400] lr: 2.376e-06, eta: 6:10:48, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0752, loss_cls: 0.1468, acc: 94.2266, loss_bbox: 0.1498, loss: 0.4022, grad_norm: 7.2164
2022-06-22 19:30:25,789 - mmdet - INFO - Epoch [4][2600/6400] lr: 2.376e-06, eta: 6:10:24, time: 0.373, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0865, loss_cls: 0.1476, acc: 94.1660, loss_bbox: 0.1322, loss: 0.3888, grad_norm: 6.7440
2022-06-22 19:30:45,413 - mmdet - INFO - Epoch [4][2650/6400] lr: 2.376e-06, eta: 6:10:02, time: 0.392, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0933, loss_cls: 0.1739, acc: 92.9590, loss_bbox: 0.1515, loss: 0.4491, grad_norm: 7.9696
2022-06-22 19:31:04,929 - mmdet - INFO - Epoch [4][2700/6400] lr: 2.376e-06, eta: 6:09:40, time: 0.390, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0643, loss_cls: 0.1314, acc: 94.7070, loss_bbox: 0.1235, loss: 0.3424, grad_norm: 6.4315
2022-06-22 19:31:23,538 - mmdet - INFO - Epoch [4][2750/6400] lr: 2.376e-06, eta: 6:09:16, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0789, loss_cls: 0.1499, acc: 93.9102, loss_bbox: 0.1346, loss: 0.3922, grad_norm: 7.8650
2022-06-22 19:31:56,570 - mmdet - INFO - Epoch [4][2800/6400] lr: 2.376e-06, eta: 6:09:28, time: 0.661, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0967, loss_cls: 0.1544, acc: 93.7598, loss_bbox: 0.1265, loss: 0.4061, grad_norm: 7.2571
2022-06-22 19:32:17,775 - mmdet - INFO - Epoch [4][2850/6400] lr: 2.376e-06, eta: 6:09:10, time: 0.424, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0832, loss_cls: 0.1309, acc: 94.9199, loss_bbox: 0.1325, loss: 0.3647, grad_norm: 6.7353
2022-06-22 19:32:46,438 - mmdet - INFO - Epoch [4][2900/6400] lr: 2.376e-06, eta: 6:09:11, time: 0.573, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0825, loss_cls: 0.1574, acc: 93.7246, loss_bbox: 0.1454, loss: 0.4118, grad_norm: 7.8165
2022-06-22 19:33:02,369 - mmdet - INFO - Epoch [4][2950/6400] lr: 2.376e-06, eta: 6:08:40, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0754, loss_cls: 0.1429, acc: 94.4355, loss_bbox: 0.1344, loss: 0.3750, grad_norm: 6.6976
2022-06-22 19:33:21,825 - mmdet - INFO - Epoch [4][3000/6400] lr: 2.376e-06, eta: 6:08:17, time: 0.389, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0773, loss_cls: 0.1603, acc: 93.6777, loss_bbox: 0.1403, loss: 0.3995, grad_norm: 7.4463
2022-06-22 19:33:40,775 - mmdet - INFO - Epoch [4][3050/6400] lr: 2.376e-06, eta: 6:07:54, time: 0.379, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0599, loss_cls: 0.1416, acc: 94.2598, loss_bbox: 0.1391, loss: 0.3587, grad_norm: 6.5335
2022-06-22 19:33:56,728 - mmdet - INFO - Epoch [4][3100/6400] lr: 2.376e-06, eta: 6:07:23, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0666, loss_cls: 0.1408, acc: 94.2715, loss_bbox: 0.1236, loss: 0.3471, grad_norm: 6.4422
2022-06-22 19:34:21,743 - mmdet - INFO - Epoch [4][3150/6400] lr: 2.376e-06, eta: 6:07:15, time: 0.500, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0792, loss_cls: 0.1606, acc: 93.5098, loss_bbox: 0.1399, loss: 0.4020, grad_norm: 7.6809
2022-06-22 19:34:42,563 - mmdet - INFO - Epoch [4][3200/6400] lr: 2.376e-06, eta: 6:06:56, time: 0.416, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0614, loss_cls: 0.1494, acc: 94.1758, loss_bbox: 0.1313, loss: 0.3689, grad_norm: 7.3923
2022-06-22 19:35:03,464 - mmdet - INFO - Epoch [4][3250/6400] lr: 2.376e-06, eta: 6:06:37, time: 0.418, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0799, loss_cls: 0.1697, acc: 93.2910, loss_bbox: 0.1420, loss: 0.4118, grad_norm: 6.8785
2022-06-22 19:35:30,129 - mmdet - INFO - Epoch [4][3300/6400] lr: 2.376e-06, eta: 6:06:33, time: 0.533, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0685, loss_cls: 0.1487, acc: 94.2168, loss_bbox: 0.1312, loss: 0.3758, grad_norm: 6.2447
2022-06-22 19:35:52,715 - mmdet - INFO - Epoch [4][3350/6400] lr: 2.376e-06, eta: 6:06:18, time: 0.452, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0667, loss_cls: 0.1422, acc: 94.3418, loss_bbox: 0.1335, loss: 0.3725, grad_norm: 7.3731
2022-06-22 19:36:11,276 - mmdet - INFO - Epoch [4][3400/6400] lr: 2.376e-06, eta: 6:05:54, time: 0.371, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0620, loss_cls: 0.1361, acc: 94.4551, loss_bbox: 0.1440, loss: 0.3585, grad_norm: 6.2724
2022-06-22 19:36:29,722 - mmdet - INFO - Epoch [4][3450/6400] lr: 2.376e-06, eta: 6:05:29, time: 0.369, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0815, loss_cls: 0.1750, acc: 92.8516, loss_bbox: 0.1436, loss: 0.4217, grad_norm: 7.0673
2022-06-22 19:36:54,971 - mmdet - INFO - Epoch [4][3500/6400] lr: 2.376e-06, eta: 6:05:21, time: 0.505, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0600, loss_cls: 0.1419, acc: 94.4629, loss_bbox: 0.1198, loss: 0.3450, grad_norm: 6.4953
2022-06-22 19:37:18,832 - mmdet - INFO - Epoch [4][3550/6400] lr: 2.376e-06, eta: 6:05:09, time: 0.477, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0581, loss_cls: 0.1470, acc: 94.3340, loss_bbox: 0.1323, loss: 0.3618, grad_norm: 7.0495
2022-06-22 19:37:34,852 - mmdet - INFO - Epoch [4][3600/6400] lr: 2.376e-06, eta: 6:04:39, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0604, loss_cls: 0.1435, acc: 94.5098, loss_bbox: 0.1172, loss: 0.3454, grad_norm: 7.6541
2022-06-22 19:37:54,042 - mmdet - INFO - Epoch [4][3650/6400] lr: 2.376e-06, eta: 6:04:16, time: 0.384, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0951, loss_cls: 0.1654, acc: 93.5859, loss_bbox: 0.1372, loss: 0.4430, grad_norm: 9.4250
2022-06-22 19:38:10,097 - mmdet - INFO - Epoch [4][3700/6400] lr: 2.376e-06, eta: 6:03:46, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.1049, loss_cls: 0.1785, acc: 92.6309, loss_bbox: 0.1536, loss: 0.4614, grad_norm: 7.4323
2022-06-22 19:38:29,281 - mmdet - INFO - Epoch [4][3750/6400] lr: 2.376e-06, eta: 6:03:23, time: 0.384, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0773, loss_cls: 0.1844, acc: 92.9297, loss_bbox: 0.1474, loss: 0.4340, grad_norm: 7.9365
2022-06-22 19:38:52,269 - mmdet - INFO - Epoch [4][3800/6400] lr: 2.376e-06, eta: 6:03:09, time: 0.460, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0747, loss_cls: 0.1758, acc: 92.9570, loss_bbox: 0.1500, loss: 0.4235, grad_norm: 7.1944
2022-06-22 19:39:10,859 - mmdet - INFO - Epoch [4][3850/6400] lr: 2.376e-06, eta: 6:02:45, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0635, loss_cls: 0.1622, acc: 93.5938, loss_bbox: 0.1464, loss: 0.3930, grad_norm: 7.2058
2022-06-22 19:39:26,797 - mmdet - INFO - Epoch [4][3900/6400] lr: 2.376e-06, eta: 6:02:15, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0553, loss_cls: 0.1408, acc: 94.3438, loss_bbox: 0.1197, loss: 0.3343, grad_norm: 6.6793
2022-06-22 19:39:48,616 - mmdet - INFO - Epoch [4][3950/6400] lr: 2.376e-06, eta: 6:01:58, time: 0.436, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0687, loss_cls: 0.1499, acc: 94.1055, loss_bbox: 0.1394, loss: 0.3766, grad_norm: 6.3965
2022-06-22 19:40:07,935 - mmdet - INFO - Epoch [4][4000/6400] lr: 2.376e-06, eta: 6:01:36, time: 0.386, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0629, loss_cls: 0.1577, acc: 93.8047, loss_bbox: 0.1230, loss: 0.3643, grad_norm: 6.7520
2022-06-22 19:40:23,945 - mmdet - INFO - Epoch [4][4050/6400] lr: 2.376e-06, eta: 6:01:06, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0779, loss_cls: 0.1649, acc: 93.6230, loss_bbox: 0.1286, loss: 0.3981, grad_norm: 7.3384
2022-06-22 19:40:39,929 - mmdet - INFO - Epoch [4][4100/6400] lr: 2.376e-06, eta: 6:00:36, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0611, loss_cls: 0.1702, acc: 93.6582, loss_bbox: 0.1339, loss: 0.3850, grad_norm: 6.7699
2022-06-22 19:40:58,572 - mmdet - INFO - Epoch [4][4150/6400] lr: 2.376e-06, eta: 6:00:12, time: 0.373, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0655, loss_cls: 0.1526, acc: 94.0586, loss_bbox: 0.1294, loss: 0.3646, grad_norm: 7.6977
2022-06-22 19:41:20,127 - mmdet - INFO - Epoch [4][4200/6400] lr: 2.376e-06, eta: 5:59:55, time: 0.431, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0756, loss_cls: 0.1678, acc: 93.3652, loss_bbox: 0.1542, loss: 0.4198, grad_norm: 7.4364
2022-06-22 19:41:39,731 - mmdet - INFO - Epoch [4][4250/6400] lr: 2.376e-06, eta: 5:59:33, time: 0.392, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0835, loss_cls: 0.1565, acc: 93.9844, loss_bbox: 0.1323, loss: 0.3957, grad_norm: 7.3359
2022-06-22 19:41:55,640 - mmdet - INFO - Epoch [4][4300/6400] lr: 2.376e-06, eta: 5:59:03, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0753, loss_cls: 0.1793, acc: 92.8184, loss_bbox: 0.1428, loss: 0.4196, grad_norm: 6.9087
2022-06-22 19:42:11,736 - mmdet - INFO - Epoch [4][4350/6400] lr: 2.376e-06, eta: 5:58:34, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0779, loss_cls: 0.1711, acc: 93.1426, loss_bbox: 0.1327, loss: 0.4060, grad_norm: 7.1481
2022-06-22 19:42:33,184 - mmdet - INFO - Epoch [4][4400/6400] lr: 2.376e-06, eta: 5:58:16, time: 0.429, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0646, loss_cls: 0.1667, acc: 93.1895, loss_bbox: 0.1243, loss: 0.3756, grad_norm: 6.5850
2022-06-22 19:42:54,135 - mmdet - INFO - Epoch [4][4450/6400] lr: 2.376e-06, eta: 5:57:58, time: 0.419, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0988, loss_cls: 0.1541, acc: 93.8984, loss_bbox: 0.1478, loss: 0.4210, grad_norm: 7.4541
2022-06-22 19:43:10,087 - mmdet - INFO - Epoch [4][4500/6400] lr: 2.376e-06, eta: 5:57:28, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0591, loss_cls: 0.1428, acc: 94.4512, loss_bbox: 0.1302, loss: 0.3533, grad_norm: 6.7310
2022-06-22 19:43:28,453 - mmdet - INFO - Epoch [4][4550/6400] lr: 2.376e-06, eta: 5:57:04, time: 0.367, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0709, loss_cls: 0.1535, acc: 94.2715, loss_bbox: 0.1376, loss: 0.3786, grad_norm: 6.9275
2022-06-22 19:43:47,057 - mmdet - INFO - Epoch [4][4600/6400] lr: 2.376e-06, eta: 5:56:40, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0761, loss_cls: 0.1347, acc: 94.7734, loss_bbox: 0.1166, loss: 0.3459, grad_norm: 7.0744
2022-06-22 19:44:03,063 - mmdet - INFO - Epoch [4][4650/6400] lr: 2.376e-06, eta: 5:56:11, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0746, loss_cls: 0.1440, acc: 94.2402, loss_bbox: 0.1249, loss: 0.3736, grad_norm: 7.5328
2022-06-22 19:44:19,069 - mmdet - INFO - Epoch [4][4700/6400] lr: 2.376e-06, eta: 5:55:41, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0889, loss_cls: 0.1494, acc: 94.1484, loss_bbox: 0.1347, loss: 0.3949, grad_norm: 7.0094
2022-06-22 19:44:34,988 - mmdet - INFO - Epoch [4][4750/6400] lr: 2.376e-06, eta: 5:55:12, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0776, loss_cls: 0.1516, acc: 93.8652, loss_bbox: 0.1379, loss: 0.3878, grad_norm: 7.1109
2022-06-22 19:44:59,939 - mmdet - INFO - Epoch [4][4800/6400] lr: 2.376e-06, eta: 5:55:02, time: 0.499, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0630, loss_cls: 0.1393, acc: 94.4668, loss_bbox: 0.1302, loss: 0.3534, grad_norm: 6.9519
2022-06-22 19:45:15,992 - mmdet - INFO - Epoch [4][4850/6400] lr: 2.376e-06, eta: 5:54:33, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0656, loss_cls: 0.1524, acc: 94.1035, loss_bbox: 0.1370, loss: 0.3828, grad_norm: 6.8852
2022-06-22 19:45:35,391 - mmdet - INFO - Epoch [4][4900/6400] lr: 2.376e-06, eta: 5:54:11, time: 0.388, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0764, loss_cls: 0.1582, acc: 93.4648, loss_bbox: 0.1413, loss: 0.4009, grad_norm: 6.9359
2022-06-22 19:45:59,054 - mmdet - INFO - Epoch [4][4950/6400] lr: 2.376e-06, eta: 5:53:59, time: 0.473, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0768, loss_cls: 0.1410, acc: 94.4980, loss_bbox: 0.1283, loss: 0.3679, grad_norm: 7.2467
2022-06-22 19:46:18,490 - mmdet - INFO - Epoch [4][5000/6400] lr: 2.376e-06, eta: 5:53:37, time: 0.389, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0818, loss_cls: 0.1623, acc: 93.8223, loss_bbox: 0.1449, loss: 0.4175, grad_norm: 7.5749
2022-06-22 19:46:40,471 - mmdet - INFO - Epoch [4][5050/6400] lr: 2.376e-06, eta: 5:53:20, time: 0.440, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0693, loss_cls: 0.1575, acc: 93.6562, loss_bbox: 0.1381, loss: 0.3847, grad_norm: 7.6128
2022-06-22 19:46:56,497 - mmdet - INFO - Epoch [4][5100/6400] lr: 2.376e-06, eta: 5:52:51, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0776, loss_cls: 0.1318, acc: 94.7871, loss_bbox: 0.1295, loss: 0.3572, grad_norm: 7.6672
2022-06-22 19:47:14,802 - mmdet - INFO - Epoch [4][5150/6400] lr: 2.376e-06, eta: 5:52:27, time: 0.366, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0621, loss_cls: 0.1601, acc: 93.5879, loss_bbox: 0.1270, loss: 0.3648, grad_norm: 7.0762
2022-06-22 19:47:39,238 - mmdet - INFO - Epoch [4][5200/6400] lr: 2.376e-06, eta: 5:52:16, time: 0.489, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0704, loss_cls: 0.1548, acc: 93.8848, loss_bbox: 0.1345, loss: 0.3769, grad_norm: 7.3440
2022-06-22 19:47:57,589 - mmdet - INFO - Epoch [4][5250/6400] lr: 2.376e-06, eta: 5:51:52, time: 0.367, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0711, loss_cls: 0.1657, acc: 93.6816, loss_bbox: 0.1300, loss: 0.3885, grad_norm: 8.4485
2022-06-22 19:48:25,261 - mmdet - INFO - Epoch [4][5300/6400] lr: 2.376e-06, eta: 5:51:48, time: 0.553, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0755, loss_cls: 0.1559, acc: 93.8320, loss_bbox: 0.1430, loss: 0.3935, grad_norm: 6.9066
2022-06-22 19:48:46,772 - mmdet - INFO - Epoch [4][5350/6400] lr: 2.376e-06, eta: 5:51:31, time: 0.430, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0723, loss_cls: 0.1557, acc: 93.8379, loss_bbox: 0.1309, loss: 0.3811, grad_norm: 7.0366
2022-06-22 19:49:12,221 - mmdet - INFO - Epoch [4][5400/6400] lr: 2.376e-06, eta: 5:51:22, time: 0.509, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0727, loss_cls: 0.1486, acc: 94.0898, loss_bbox: 0.1158, loss: 0.3739, grad_norm: 7.9530
2022-06-22 19:49:28,098 - mmdet - INFO - Epoch [4][5450/6400] lr: 2.376e-06, eta: 5:50:52, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0607, loss_cls: 0.1559, acc: 93.8789, loss_bbox: 0.1312, loss: 0.3670, grad_norm: 7.1141
2022-06-22 19:49:48,157 - mmdet - INFO - Epoch [4][5500/6400] lr: 2.376e-06, eta: 5:50:32, time: 0.401, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0755, loss_cls: 0.1548, acc: 94.0527, loss_bbox: 0.1295, loss: 0.3815, grad_norm: 7.4585
2022-06-22 19:50:11,538 - mmdet - INFO - Epoch [4][5550/6400] lr: 2.376e-06, eta: 5:50:18, time: 0.468, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0907, loss_cls: 0.1612, acc: 93.4102, loss_bbox: 0.1477, loss: 0.4196, grad_norm: 7.6411
2022-06-22 19:50:38,926 - mmdet - INFO - Epoch [4][5600/6400] lr: 2.376e-06, eta: 5:50:13, time: 0.548, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0794, loss_cls: 0.1522, acc: 93.9258, loss_bbox: 0.1345, loss: 0.3847, grad_norm: 7.1414
2022-06-22 19:50:57,575 - mmdet - INFO - Epoch [4][5650/6400] lr: 2.376e-06, eta: 5:49:50, time: 0.373, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0694, loss_cls: 0.1623, acc: 93.7734, loss_bbox: 0.1311, loss: 0.3898, grad_norm: 6.9161
2022-06-22 19:51:15,996 - mmdet - INFO - Epoch [4][5700/6400] lr: 2.376e-06, eta: 5:49:26, time: 0.368, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0754, loss_cls: 0.1696, acc: 93.6367, loss_bbox: 0.1460, loss: 0.4195, grad_norm: 8.2769
2022-06-22 19:51:37,401 - mmdet - INFO - Epoch [4][5750/6400] lr: 2.376e-06, eta: 5:49:08, time: 0.428, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0956, loss_cls: 0.1530, acc: 93.5977, loss_bbox: 0.1251, loss: 0.3951, grad_norm: 6.6247
2022-06-22 19:52:05,662 - mmdet - INFO - Epoch [4][5800/6400] lr: 2.376e-06, eta: 5:49:05, time: 0.565, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0661, loss_cls: 0.1384, acc: 94.8438, loss_bbox: 0.1169, loss: 0.3442, grad_norm: 6.4007
2022-06-22 19:52:33,642 - mmdet - INFO - Epoch [4][5850/6400] lr: 2.376e-06, eta: 5:49:01, time: 0.560, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0760, loss_cls: 0.1584, acc: 93.3301, loss_bbox: 0.1375, loss: 0.3969, grad_norm: 7.4697
2022-06-22 19:52:49,572 - mmdet - INFO - Epoch [4][5900/6400] lr: 2.376e-06, eta: 5:48:31, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0629, loss_cls: 0.1509, acc: 94.1270, loss_bbox: 0.1145, loss: 0.3529, grad_norm: 6.4586
2022-06-22 19:53:05,525 - mmdet - INFO - Epoch [4][5950/6400] lr: 2.376e-06, eta: 5:48:02, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0821, loss_cls: 0.1611, acc: 93.5430, loss_bbox: 0.1416, loss: 0.4082, grad_norm: 7.6978
2022-06-22 19:53:21,456 - mmdet - INFO - Epoch [4][6000/6400] lr: 2.376e-06, eta: 5:47:33, time: 0.319, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0415, loss_cls: 0.1391, acc: 94.5938, loss_bbox: 0.1151, loss: 0.3120, grad_norm: 7.4458
2022-06-22 19:53:40,888 - mmdet - INFO - Epoch [4][6050/6400] lr: 2.376e-06, eta: 5:47:12, time: 0.389, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0706, loss_cls: 0.1548, acc: 93.6016, loss_bbox: 0.1435, loss: 0.3903, grad_norm: 6.7361
2022-06-22 19:53:56,897 - mmdet - INFO - Epoch [4][6100/6400] lr: 2.376e-06, eta: 5:46:43, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0706, loss_cls: 0.1409, acc: 94.5078, loss_bbox: 0.1284, loss: 0.3597, grad_norm: 6.9588
2022-06-22 19:54:15,657 - mmdet - INFO - Epoch [4][6150/6400] lr: 2.376e-06, eta: 5:46:20, time: 0.375, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0688, loss_cls: 0.1580, acc: 93.4316, loss_bbox: 0.1312, loss: 0.3770, grad_norm: 6.9067
2022-06-22 19:54:31,692 - mmdet - INFO - Epoch [4][6200/6400] lr: 2.376e-06, eta: 5:45:51, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0570, loss_cls: 0.1501, acc: 94.1094, loss_bbox: 0.1348, loss: 0.3588, grad_norm: 6.9424
2022-06-22 19:54:50,525 - mmdet - INFO - Epoch [4][6250/6400] lr: 2.376e-06, eta: 5:45:28, time: 0.377, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0785, loss_cls: 0.1590, acc: 93.8359, loss_bbox: 0.1347, loss: 0.4062, grad_norm: 10.6128
2022-06-22 19:55:12,246 - mmdet - INFO - Epoch [4][6300/6400] lr: 2.376e-06, eta: 5:45:11, time: 0.434, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0734, loss_cls: 0.1714, acc: 93.4707, loss_bbox: 0.1363, loss: 0.4120, grad_norm: 7.2935
2022-06-22 19:55:28,366 - mmdet - INFO - Epoch [4][6350/6400] lr: 2.376e-06, eta: 5:44:43, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0858, loss_cls: 0.1470, acc: 94.2715, loss_bbox: 0.1204, loss: 0.3852, grad_norm: 7.5776
2022-06-22 19:55:54,427 - mmdet - INFO - Epoch [4][6400/6400] lr: 2.376e-06, eta: 5:44:34, time: 0.521, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0796, loss_cls: 0.1662, acc: 93.3379, loss_bbox: 0.1325, loss: 0.4029, grad_norm: 7.7063
2022-06-22 19:55:54,810 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-06-22 19:56:29,344 - mmdet - INFO - Epoch [5][50/6400] lr: 2.376e-06, eta: 5:44:36, time: 0.626, data_time: 0.309, memory: 14029, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0849, loss_cls: 0.1345, acc: 94.5859, loss_bbox: 0.1155, loss: 0.3494, grad_norm: 6.5009
2022-06-22 19:56:45,391 - mmdet - INFO - Epoch [5][100/6400] lr: 2.376e-06, eta: 5:44:08, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0837, loss_cls: 0.1549, acc: 93.6719, loss_bbox: 0.1212, loss: 0.3772, grad_norm: 7.1363
2022-06-22 19:57:11,359 - mmdet - INFO - Epoch [5][150/6400] lr: 2.376e-06, eta: 5:43:59, time: 0.519, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0673, loss_cls: 0.1383, acc: 94.8496, loss_bbox: 0.1123, loss: 0.3351, grad_norm: 6.8654
2022-06-22 19:57:34,737 - mmdet - INFO - Epoch [5][200/6400] lr: 2.376e-06, eta: 5:43:45, time: 0.468, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0742, loss_cls: 0.1469, acc: 94.0957, loss_bbox: 0.1286, loss: 0.3662, grad_norm: 6.9497
2022-06-22 19:57:50,835 - mmdet - INFO - Epoch [5][250/6400] lr: 2.376e-06, eta: 5:43:17, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0619, loss_cls: 0.1493, acc: 94.1523, loss_bbox: 0.1201, loss: 0.3569, grad_norm: 6.6266
2022-06-22 19:58:16,224 - mmdet - INFO - Epoch [5][300/6400] lr: 2.376e-06, eta: 5:43:07, time: 0.508, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0742, loss_cls: 0.1573, acc: 93.9121, loss_bbox: 0.1316, loss: 0.3852, grad_norm: 7.4126
2022-06-22 19:58:35,323 - mmdet - INFO - Epoch [5][350/6400] lr: 2.376e-06, eta: 5:42:44, time: 0.382, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0623, loss_cls: 0.1698, acc: 93.3633, loss_bbox: 0.1524, loss: 0.4101, grad_norm: 7.4152
2022-06-22 19:58:51,350 - mmdet - INFO - Epoch [5][400/6400] lr: 2.376e-06, eta: 5:42:16, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0542, loss_cls: 0.1460, acc: 94.3711, loss_bbox: 0.1305, loss: 0.3550, grad_norm: 6.8120
2022-06-22 19:59:11,812 - mmdet - INFO - Epoch [5][450/6400] lr: 2.376e-06, eta: 5:41:56, time: 0.409, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0551, loss_cls: 0.1534, acc: 94.1934, loss_bbox: 0.1279, loss: 0.3528, grad_norm: 6.9092
2022-06-22 19:59:27,892 - mmdet - INFO - Epoch [5][500/6400] lr: 2.376e-06, eta: 5:41:28, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.1016, loss_cls: 0.1764, acc: 92.7266, loss_bbox: 0.1514, loss: 0.4599, grad_norm: 10.0204
2022-06-22 19:59:44,062 - mmdet - INFO - Epoch [5][550/6400] lr: 2.376e-06, eta: 5:41:00, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0680, loss_cls: 0.1521, acc: 93.7656, loss_bbox: 0.1330, loss: 0.3769, grad_norm: 6.9936
2022-06-22 20:00:02,742 - mmdet - INFO - Epoch [5][600/6400] lr: 2.376e-06, eta: 5:40:37, time: 0.374, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0619, loss_cls: 0.1473, acc: 94.3223, loss_bbox: 0.1283, loss: 0.3614, grad_norm: 9.4417
2022-06-22 20:00:18,933 - mmdet - INFO - Epoch [5][650/6400] lr: 2.376e-06, eta: 5:40:09, time: 0.324, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0595, loss_cls: 0.1287, acc: 95.1426, loss_bbox: 0.1102, loss: 0.3186, grad_norm: 6.8805
2022-06-22 20:00:45,679 - mmdet - INFO - Epoch [5][700/6400] lr: 2.376e-06, eta: 5:40:01, time: 0.535, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0515, loss_cls: 0.1408, acc: 94.4277, loss_bbox: 0.1140, loss: 0.3225, grad_norm: 6.5584
2022-06-22 20:01:01,795 - mmdet - INFO - Epoch [5][750/6400] lr: 2.376e-06, eta: 5:39:33, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0763, loss_cls: 0.1527, acc: 93.8223, loss_bbox: 0.1291, loss: 0.3813, grad_norm: 8.2949
2022-06-22 20:01:21,237 - mmdet - INFO - Epoch [5][800/6400] lr: 2.376e-06, eta: 5:39:12, time: 0.389, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0556, loss_cls: 0.1534, acc: 93.8691, loss_bbox: 0.1176, loss: 0.3444, grad_norm: 7.0964
2022-06-22 20:01:41,032 - mmdet - INFO - Epoch [5][850/6400] lr: 2.376e-06, eta: 5:38:51, time: 0.396, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0792, loss_cls: 0.1428, acc: 94.2910, loss_bbox: 0.1353, loss: 0.3771, grad_norm: 7.2723
2022-06-22 20:02:03,428 - mmdet - INFO - Epoch [5][900/6400] lr: 2.376e-06, eta: 5:38:35, time: 0.448, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0658, loss_cls: 0.1531, acc: 94.0000, loss_bbox: 0.1325, loss: 0.3845, grad_norm: 8.4780
2022-06-22 20:02:19,553 - mmdet - INFO - Epoch [5][950/6400] lr: 2.376e-06, eta: 5:38:07, time: 0.323, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0573, loss_cls: 0.1463, acc: 94.3203, loss_bbox: 0.1292, loss: 0.3547, grad_norm: 6.3820
2022-06-22 20:02:35,805 - mmdet - INFO - Epoch [5][1000/6400] lr: 2.376e-06, eta: 5:37:39, time: 0.325, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0686, loss_cls: 0.1491, acc: 94.1035, loss_bbox: 0.1333, loss: 0.3754, grad_norm: 6.7271
2022-06-22 20:02:54,855 - mmdet - INFO - Epoch [5][1050/6400] lr: 2.376e-06, eta: 5:37:17, time: 0.381, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0750, loss_cls: 0.1559, acc: 93.6934, loss_bbox: 0.1506, loss: 0.3985, grad_norm: 6.4592
2022-06-22 20:03:21,306 - mmdet - INFO - Epoch [5][1100/6400] lr: 2.376e-06, eta: 5:37:09, time: 0.529, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0684, loss_cls: 0.1450, acc: 94.2109, loss_bbox: 0.1263, loss: 0.3592, grad_norm: 6.7807
2022-06-22 20:03:37,390 - mmdet - INFO - Epoch [5][1150/6400] lr: 2.376e-06, eta: 5:36:41, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0816, loss_cls: 0.1342, acc: 94.6113, loss_bbox: 0.1171, loss: 0.3633, grad_norm: 7.7779
2022-06-22 20:03:56,089 - mmdet - INFO - Epoch [5][1200/6400] lr: 2.376e-06, eta: 5:36:18, time: 0.374, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0597, loss_cls: 0.1512, acc: 94.1094, loss_bbox: 0.1306, loss: 0.3590, grad_norm: 6.8568
2022-06-22 20:04:17,590 - mmdet - INFO - Epoch [5][1250/6400] lr: 2.376e-06, eta: 5:36:00, time: 0.430, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0743, loss_cls: 0.1476, acc: 94.0664, loss_bbox: 0.1312, loss: 0.3728, grad_norm: 6.7567
2022-06-22 20:04:33,721 - mmdet - INFO - Epoch [5][1300/6400] lr: 2.376e-06, eta: 5:35:32, time: 0.323, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0634, loss_cls: 0.1481, acc: 94.1074, loss_bbox: 0.1202, loss: 0.3541, grad_norm: 6.8842
2022-06-22 20:04:55,374 - mmdet - INFO - Epoch [5][1350/6400] lr: 2.376e-06, eta: 5:35:15, time: 0.433, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0725, loss_cls: 0.1448, acc: 94.0723, loss_bbox: 0.1281, loss: 0.3634, grad_norm: 7.1353
2022-06-22 20:05:28,948 - mmdet - INFO - Epoch [5][1400/6400] lr: 2.376e-06, eta: 5:35:19, time: 0.672, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0678, loss_cls: 0.1579, acc: 93.5859, loss_bbox: 0.1148, loss: 0.3600, grad_norm: 6.2914
2022-06-22 20:05:48,431 - mmdet - INFO - Epoch [5][1450/6400] lr: 2.376e-06, eta: 5:34:58, time: 0.390, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0678, loss_cls: 0.1364, acc: 94.5566, loss_bbox: 0.1228, loss: 0.3412, grad_norm: 6.6699
2022-06-22 20:06:04,504 - mmdet - INFO - Epoch [5][1500/6400] lr: 2.376e-06, eta: 5:34:30, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0541, loss_cls: 0.1319, acc: 94.7559, loss_bbox: 0.1327, loss: 0.3363, grad_norm: 6.1084
2022-06-22 20:06:28,233 - mmdet - INFO - Epoch [5][1550/6400] lr: 2.376e-06, eta: 5:34:16, time: 0.475, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0669, loss_cls: 0.1443, acc: 94.3359, loss_bbox: 0.1316, loss: 0.3587, grad_norm: 6.4452
2022-06-22 20:06:55,224 - mmdet - INFO - Epoch [5][1600/6400] lr: 2.376e-06, eta: 5:34:09, time: 0.540, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0661, loss_cls: 0.1464, acc: 93.9648, loss_bbox: 0.1321, loss: 0.3611, grad_norm: 6.6161
2022-06-22 20:07:19,116 - mmdet - INFO - Epoch [5][1650/6400] lr: 2.376e-06, eta: 5:33:55, time: 0.478, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0756, loss_cls: 0.1500, acc: 94.0879, loss_bbox: 0.1313, loss: 0.3820, grad_norm: 7.9250
2022-06-22 20:07:38,567 - mmdet - INFO - Epoch [5][1700/6400] lr: 2.376e-06, eta: 5:33:33, time: 0.389, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0775, loss_cls: 0.1400, acc: 94.5859, loss_bbox: 0.1229, loss: 0.3554, grad_norm: 6.6805
2022-06-22 20:08:05,632 - mmdet - INFO - Epoch [5][1750/6400] lr: 2.376e-06, eta: 5:33:26, time: 0.541, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0700, loss_cls: 0.1499, acc: 93.8418, loss_bbox: 0.1303, loss: 0.3691, grad_norm: 6.7414
2022-06-22 20:08:21,711 - mmdet - INFO - Epoch [5][1800/6400] lr: 2.376e-06, eta: 5:32:58, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0559, loss_cls: 0.1237, acc: 94.9355, loss_bbox: 0.1092, loss: 0.3086, grad_norm: 6.0690
2022-06-22 20:08:37,942 - mmdet - INFO - Epoch [5][1850/6400] lr: 2.376e-06, eta: 5:32:31, time: 0.325, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0470, loss_cls: 0.1262, acc: 94.8340, loss_bbox: 0.1116, loss: 0.3013, grad_norm: 5.7065
2022-06-22 20:08:54,074 - mmdet - INFO - Epoch [5][1900/6400] lr: 2.376e-06, eta: 5:32:03, time: 0.323, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0713, loss_cls: 0.1475, acc: 94.1016, loss_bbox: 0.1324, loss: 0.3693, grad_norm: 7.3088
2022-06-22 20:09:10,369 - mmdet - INFO - Epoch [5][1950/6400] lr: 2.376e-06, eta: 5:31:36, time: 0.326, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0561, loss_cls: 0.1380, acc: 94.4336, loss_bbox: 0.1162, loss: 0.3295, grad_norm: 6.8369
2022-06-22 20:09:37,315 - mmdet - INFO - Epoch [5][2000/6400] lr: 2.376e-06, eta: 5:31:28, time: 0.539, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0872, loss_cls: 0.1716, acc: 93.2012, loss_bbox: 0.1619, loss: 0.4403, grad_norm: 7.7196
2022-06-22 20:10:01,411 - mmdet - INFO - Epoch [5][2050/6400] lr: 2.376e-06, eta: 5:31:14, time: 0.482, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0619, loss_cls: 0.1483, acc: 94.1562, loss_bbox: 0.1304, loss: 0.3623, grad_norm: 7.2641
2022-06-22 20:10:17,465 - mmdet - INFO - Epoch [5][2100/6400] lr: 2.376e-06, eta: 5:30:47, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0804, loss_cls: 0.1414, acc: 94.2988, loss_bbox: 0.1154, loss: 0.3555, grad_norm: 7.0346
2022-06-22 20:10:33,468 - mmdet - INFO - Epoch [5][2150/6400] lr: 2.376e-06, eta: 5:30:19, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0829, loss_cls: 0.1521, acc: 93.7812, loss_bbox: 0.1263, loss: 0.3801, grad_norm: 6.4183
2022-06-22 20:10:57,812 - mmdet - INFO - Epoch [5][2200/6400] lr: 2.376e-06, eta: 5:30:06, time: 0.487, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0705, loss_cls: 0.1349, acc: 94.5449, loss_bbox: 0.1226, loss: 0.3473, grad_norm: 6.6880
2022-06-22 20:11:19,881 - mmdet - INFO - Epoch [5][2250/6400] lr: 2.376e-06, eta: 5:29:49, time: 0.441, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0835, loss_cls: 0.1444, acc: 94.3359, loss_bbox: 0.1270, loss: 0.3720, grad_norm: 7.1916
2022-06-22 20:11:38,645 - mmdet - INFO - Epoch [5][2300/6400] lr: 2.376e-06, eta: 5:29:26, time: 0.375, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0560, loss_cls: 0.1540, acc: 93.7676, loss_bbox: 0.1280, loss: 0.3535, grad_norm: 7.4632
2022-06-22 20:11:54,627 - mmdet - INFO - Epoch [5][2350/6400] lr: 2.376e-06, eta: 5:28:59, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0608, loss_cls: 0.1239, acc: 94.9727, loss_bbox: 0.1057, loss: 0.3062, grad_norm: 6.6569
2022-06-22 20:12:10,737 - mmdet - INFO - Epoch [5][2400/6400] lr: 2.376e-06, eta: 5:28:32, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0733, loss_cls: 0.1538, acc: 93.7090, loss_bbox: 0.1419, loss: 0.3911, grad_norm: 6.7104
2022-06-22 20:12:29,961 - mmdet - INFO - Epoch [5][2450/6400] lr: 2.376e-06, eta: 5:28:10, time: 0.384, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0549, loss_cls: 0.1512, acc: 94.0254, loss_bbox: 0.1281, loss: 0.3530, grad_norm: 6.4590
2022-06-22 20:12:51,519 - mmdet - INFO - Epoch [5][2500/6400] lr: 2.376e-06, eta: 5:27:52, time: 0.431, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0667, loss_cls: 0.1320, acc: 94.9180, loss_bbox: 0.1132, loss: 0.3277, grad_norm: 6.5050
2022-06-22 20:13:19,383 - mmdet - INFO - Epoch [5][2550/6400] lr: 2.376e-06, eta: 5:27:45, time: 0.557, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0681, loss_cls: 0.1607, acc: 93.8672, loss_bbox: 0.1284, loss: 0.3792, grad_norm: 7.1066
2022-06-22 20:13:39,692 - mmdet - INFO - Epoch [5][2600/6400] lr: 2.376e-06, eta: 5:27:25, time: 0.406, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0792, loss_cls: 0.1557, acc: 93.5195, loss_bbox: 0.1334, loss: 0.3890, grad_norm: 6.6626
2022-06-22 20:13:58,239 - mmdet - INFO - Epoch [5][2650/6400] lr: 2.376e-06, eta: 5:27:02, time: 0.371, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0802, loss_cls: 0.1507, acc: 93.9316, loss_bbox: 0.1380, loss: 0.3854, grad_norm: 6.9697
2022-06-22 20:14:16,944 - mmdet - INFO - Epoch [5][2700/6400] lr: 2.376e-06, eta: 5:26:39, time: 0.374, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0690, loss_cls: 0.1404, acc: 94.3125, loss_bbox: 0.1284, loss: 0.3607, grad_norm: 7.5011
2022-06-22 20:14:39,272 - mmdet - INFO - Epoch [5][2750/6400] lr: 2.376e-06, eta: 5:26:22, time: 0.447, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0794, loss_cls: 0.1650, acc: 93.0996, loss_bbox: 0.1357, loss: 0.3987, grad_norm: 7.2593
2022-06-22 20:14:55,324 - mmdet - INFO - Epoch [5][2800/6400] lr: 2.376e-06, eta: 5:25:55, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0660, loss_cls: 0.1361, acc: 94.8125, loss_bbox: 0.1223, loss: 0.3386, grad_norm: 6.4538
2022-06-22 20:15:15,625 - mmdet - INFO - Epoch [5][2850/6400] lr: 2.376e-06, eta: 5:25:35, time: 0.406, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0564, loss_cls: 0.1385, acc: 94.6621, loss_bbox: 0.1262, loss: 0.3371, grad_norm: 6.3711
2022-06-22 20:15:35,459 - mmdet - INFO - Epoch [5][2900/6400] lr: 2.376e-06, eta: 5:25:14, time: 0.397, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0548, loss_cls: 0.1307, acc: 94.7852, loss_bbox: 0.1101, loss: 0.3151, grad_norm: 5.8939
2022-06-22 20:15:53,935 - mmdet - INFO - Epoch [5][2950/6400] lr: 2.376e-06, eta: 5:24:51, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0796, loss_cls: 0.1377, acc: 94.6680, loss_bbox: 0.1088, loss: 0.3513, grad_norm: 6.8409
2022-06-22 20:16:09,852 - mmdet - INFO - Epoch [5][3000/6400] lr: 2.376e-06, eta: 5:24:24, time: 0.318, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0679, loss_cls: 0.1404, acc: 94.2773, loss_bbox: 0.1223, loss: 0.3487, grad_norm: 6.1820
2022-06-22 20:16:33,633 - mmdet - INFO - Epoch [5][3050/6400] lr: 2.376e-06, eta: 5:24:10, time: 0.476, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0677, loss_cls: 0.1314, acc: 94.8574, loss_bbox: 0.1235, loss: 0.3356, grad_norm: 6.5639
2022-06-22 20:16:52,272 - mmdet - INFO - Epoch [5][3100/6400] lr: 2.376e-06, eta: 5:23:47, time: 0.373, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0763, loss_cls: 0.1565, acc: 93.8535, loss_bbox: 0.1440, loss: 0.4004, grad_norm: 7.4027
2022-06-22 20:17:08,272 - mmdet - INFO - Epoch [5][3150/6400] lr: 2.376e-06, eta: 5:23:20, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0665, loss_cls: 0.1609, acc: 93.5742, loss_bbox: 0.1349, loss: 0.3822, grad_norm: 7.8277
2022-06-22 20:17:24,416 - mmdet - INFO - Epoch [5][3200/6400] lr: 2.376e-06, eta: 5:22:53, time: 0.323, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0755, loss_cls: 0.1501, acc: 94.0918, loss_bbox: 0.1265, loss: 0.3769, grad_norm: 7.9305
2022-06-22 20:17:42,798 - mmdet - INFO - Epoch [5][3250/6400] lr: 2.376e-06, eta: 5:22:29, time: 0.368, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0785, loss_cls: 0.1399, acc: 94.4805, loss_bbox: 0.1402, loss: 0.3773, grad_norm: 6.4242
2022-06-22 20:18:03,888 - mmdet - INFO - Epoch [5][3300/6400] lr: 2.376e-06, eta: 5:22:11, time: 0.422, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0586, loss_cls: 0.1368, acc: 94.5078, loss_bbox: 0.1294, loss: 0.3417, grad_norm: 6.5838
2022-06-22 20:18:23,240 - mmdet - INFO - Epoch [5][3350/6400] lr: 2.376e-06, eta: 5:21:49, time: 0.387, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0793, loss_cls: 0.1498, acc: 94.0996, loss_bbox: 0.1358, loss: 0.3787, grad_norm: 7.0737
2022-06-22 20:18:50,041 - mmdet - INFO - Epoch [5][3400/6400] lr: 2.376e-06, eta: 5:21:40, time: 0.536, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0556, loss_cls: 0.1413, acc: 94.4668, loss_bbox: 0.1259, loss: 0.3452, grad_norm: 6.7133
2022-06-22 20:19:06,058 - mmdet - INFO - Epoch [5][3450/6400] lr: 2.376e-06, eta: 5:21:13, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0686, loss_cls: 0.1269, acc: 95.1211, loss_bbox: 0.1211, loss: 0.3358, grad_norm: 6.1746
2022-06-22 20:19:22,049 - mmdet - INFO - Epoch [5][3500/6400] lr: 2.376e-06, eta: 5:20:46, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0727, loss_cls: 0.1585, acc: 93.8008, loss_bbox: 0.1358, loss: 0.3826, grad_norm: 6.6256
2022-06-22 20:19:44,126 - mmdet - INFO - Epoch [5][3550/6400] lr: 2.376e-06, eta: 5:20:29, time: 0.442, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0774, loss_cls: 0.1505, acc: 93.9141, loss_bbox: 0.1371, loss: 0.3828, grad_norm: 6.9846
2022-06-22 20:20:03,007 - mmdet - INFO - Epoch [5][3600/6400] lr: 2.376e-06, eta: 5:20:06, time: 0.378, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0673, loss_cls: 0.1239, acc: 94.9512, loss_bbox: 0.1124, loss: 0.3203, grad_norm: 5.8796
2022-06-22 20:20:23,388 - mmdet - INFO - Epoch [5][3650/6400] lr: 2.376e-06, eta: 5:19:47, time: 0.408, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0525, loss_cls: 0.1205, acc: 95.3125, loss_bbox: 0.1037, loss: 0.2913, grad_norm: 6.0697
2022-06-22 20:20:43,277 - mmdet - INFO - Epoch [5][3700/6400] lr: 2.376e-06, eta: 5:19:26, time: 0.398, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0646, loss_cls: 0.1357, acc: 94.5039, loss_bbox: 0.1151, loss: 0.3387, grad_norm: 7.3290
2022-06-22 20:21:01,954 - mmdet - INFO - Epoch [5][3750/6400] lr: 2.376e-06, eta: 5:19:03, time: 0.374, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0704, loss_cls: 0.1599, acc: 93.7578, loss_bbox: 0.1398, loss: 0.3902, grad_norm: 7.6722
2022-06-22 20:21:26,772 - mmdet - INFO - Epoch [5][3800/6400] lr: 2.376e-06, eta: 5:18:51, time: 0.496, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0788, loss_cls: 0.1586, acc: 93.4492, loss_bbox: 0.1494, loss: 0.4063, grad_norm: 7.1998
2022-06-22 20:21:42,775 - mmdet - INFO - Epoch [5][3850/6400] lr: 2.376e-06, eta: 5:18:24, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0644, loss_cls: 0.1498, acc: 93.9941, loss_bbox: 0.1422, loss: 0.3699, grad_norm: 7.0681
2022-06-22 20:22:09,855 - mmdet - INFO - Epoch [5][3900/6400] lr: 2.376e-06, eta: 5:18:15, time: 0.542, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0725, loss_cls: 0.1625, acc: 93.7832, loss_bbox: 0.1374, loss: 0.3903, grad_norm: 8.1369
2022-06-22 20:22:25,842 - mmdet - INFO - Epoch [5][3950/6400] lr: 2.376e-06, eta: 5:17:48, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0857, loss_cls: 0.1580, acc: 93.4824, loss_bbox: 0.1397, loss: 0.4005, grad_norm: 6.9028
2022-06-22 20:23:01,698 - mmdet - INFO - Epoch [5][4000/6400] lr: 2.376e-06, eta: 5:17:53, time: 0.717, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0935, loss_cls: 0.1656, acc: 93.2793, loss_bbox: 0.1390, loss: 0.4213, grad_norm: 7.3265
2022-06-22 20:23:20,203 - mmdet - INFO - Epoch [5][4050/6400] lr: 2.376e-06, eta: 5:17:30, time: 0.370, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0547, loss_cls: 0.1682, acc: 93.3906, loss_bbox: 0.1282, loss: 0.3678, grad_norm: 7.5092
2022-06-22 20:23:44,717 - mmdet - INFO - Epoch [5][4100/6400] lr: 2.376e-06, eta: 5:17:16, time: 0.490, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0884, loss_cls: 0.1617, acc: 93.7012, loss_bbox: 0.1341, loss: 0.4072, grad_norm: 6.7247
2022-06-22 20:24:05,853 - mmdet - INFO - Epoch [5][4150/6400] lr: 2.376e-06, eta: 5:16:58, time: 0.423, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0628, loss_cls: 0.1584, acc: 94.0977, loss_bbox: 0.1276, loss: 0.3648, grad_norm: 6.7393
2022-06-22 20:24:29,903 - mmdet - INFO - Epoch [5][4200/6400] lr: 2.376e-06, eta: 5:16:43, time: 0.481, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0723, loss_cls: 0.1395, acc: 94.4766, loss_bbox: 0.1159, loss: 0.3544, grad_norm: 7.0232
2022-06-22 20:24:45,945 - mmdet - INFO - Epoch [5][4250/6400] lr: 2.376e-06, eta: 5:16:17, time: 0.321, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0717, loss_cls: 0.1269, acc: 94.9883, loss_bbox: 0.1232, loss: 0.3473, grad_norm: 6.7280
2022-06-22 20:25:05,361 - mmdet - INFO - Epoch [5][4300/6400] lr: 2.376e-06, eta: 5:15:55, time: 0.388, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0783, loss_cls: 0.1577, acc: 93.7949, loss_bbox: 0.1269, loss: 0.3839, grad_norm: 7.0700
2022-06-22 20:25:23,633 - mmdet - INFO - Epoch [5][4350/6400] lr: 2.376e-06, eta: 5:15:32, time: 0.365, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0516, loss_cls: 0.1175, acc: 95.4062, loss_bbox: 0.1041, loss: 0.2953, grad_norm: 6.7852
2022-06-22 20:25:43,017 - mmdet - INFO - Epoch [5][4400/6400] lr: 2.376e-06, eta: 5:15:11, time: 0.388, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0623, loss_cls: 0.1510, acc: 93.9551, loss_bbox: 0.1185, loss: 0.3535, grad_norm: 6.9777
2022-06-22 20:25:59,109 - mmdet - INFO - Epoch [5][4450/6400] lr: 2.376e-06, eta: 5:14:44, time: 0.322, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.1058, loss_cls: 0.1456, acc: 94.1230, loss_bbox: 0.1404, loss: 0.4098, grad_norm: 7.3760
2022-06-22 20:26:15,107 - mmdet - INFO - Epoch [5][4500/6400] lr: 2.376e-06, eta: 5:14:17, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0606, loss_cls: 0.1436, acc: 93.9609, loss_bbox: 0.1294, loss: 0.3501, grad_norm: 7.6450
2022-06-22 20:26:37,876 - mmdet - INFO - Epoch [5][4550/6400] lr: 2.376e-06, eta: 5:14:01, time: 0.455, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0595, loss_cls: 0.1196, acc: 95.2793, loss_bbox: 0.1035, loss: 0.3126, grad_norm: 6.6147
2022-06-22 20:27:02,554 - mmdet - INFO - Epoch [5][4600/6400] lr: 2.376e-06, eta: 5:13:48, time: 0.494, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0562, loss_cls: 0.1598, acc: 93.7402, loss_bbox: 0.1401, loss: 0.3739, grad_norm: 9.2289
2022-06-22 20:27:32,722 - mmdet - INFO - Epoch [5][4650/6400] lr: 2.376e-06, eta: 5:13:43, time: 0.603, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0865, loss_cls: 0.1632, acc: 93.3789, loss_bbox: 0.1527, loss: 0.4232, grad_norm: 7.4497
2022-06-22 20:27:48,682 - mmdet - INFO - Epoch [5][4700/6400] lr: 2.376e-06, eta: 5:13:16, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0756, loss_cls: 0.1389, acc: 94.2949, loss_bbox: 0.1248, loss: 0.3578, grad_norm: 6.4496
2022-06-22 20:28:04,721 - mmdet - INFO - Epoch [5][4750/6400] lr: 2.376e-06, eta: 5:12:50, time: 0.321, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0690, loss_cls: 0.1593, acc: 93.8340, loss_bbox: 0.1310, loss: 0.3763, grad_norm: 7.2393
2022-06-22 20:28:23,075 - mmdet - INFO - Epoch [5][4800/6400] lr: 2.376e-06, eta: 5:12:26, time: 0.367, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0573, loss_cls: 0.1422, acc: 94.2148, loss_bbox: 0.1204, loss: 0.3355, grad_norm: 6.6222
2022-06-22 20:28:39,097 - mmdet - INFO - Epoch [5][4850/6400] lr: 2.376e-06, eta: 5:12:00, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0551, loss_cls: 0.1345, acc: 94.8086, loss_bbox: 0.1089, loss: 0.3131, grad_norm: 6.4458
2022-06-22 20:28:58,122 - mmdet - INFO - Epoch [5][4900/6400] lr: 2.376e-06, eta: 5:11:38, time: 0.381, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0763, loss_cls: 0.1327, acc: 94.8164, loss_bbox: 0.1283, loss: 0.3548, grad_norm: 6.6191
2022-06-22 20:29:17,243 - mmdet - INFO - Epoch [5][4950/6400] lr: 2.376e-06, eta: 5:11:16, time: 0.382, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0708, loss_cls: 0.1423, acc: 94.3984, loss_bbox: 0.1265, loss: 0.3628, grad_norm: 6.6805
2022-06-22 20:29:40,466 - mmdet - INFO - Epoch [5][5000/6400] lr: 2.376e-06, eta: 5:11:01, time: 0.464, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0748, loss_cls: 0.1495, acc: 93.9355, loss_bbox: 0.1181, loss: 0.3599, grad_norm: 6.5354
2022-06-22 20:30:02,584 - mmdet - INFO - Epoch [5][5050/6400] lr: 2.376e-06, eta: 5:10:43, time: 0.442, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0704, loss_cls: 0.1347, acc: 94.8809, loss_bbox: 0.1130, loss: 0.3376, grad_norm: 6.6310
2022-06-22 20:30:18,685 - mmdet - INFO - Epoch [5][5100/6400] lr: 2.376e-06, eta: 5:10:17, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0781, loss_cls: 0.1420, acc: 94.4609, loss_bbox: 0.1313, loss: 0.3723, grad_norm: 7.0879
2022-06-22 20:30:40,718 - mmdet - INFO - Epoch [5][5150/6400] lr: 2.376e-06, eta: 5:09:59, time: 0.441, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0802, loss_cls: 0.1385, acc: 94.3574, loss_bbox: 0.1174, loss: 0.3535, grad_norm: 6.2654
2022-06-22 20:30:56,801 - mmdet - INFO - Epoch [5][5200/6400] lr: 2.376e-06, eta: 5:09:33, time: 0.322, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0686, loss_cls: 0.1454, acc: 94.2871, loss_bbox: 0.1287, loss: 0.3606, grad_norm: 7.0092
2022-06-22 20:31:16,875 - mmdet - INFO - Epoch [5][5250/6400] lr: 2.376e-06, eta: 5:09:13, time: 0.401, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0717, loss_cls: 0.1516, acc: 94.0586, loss_bbox: 0.1484, loss: 0.3898, grad_norm: 6.8988
2022-06-22 20:31:35,463 - mmdet - INFO - Epoch [5][5300/6400] lr: 2.376e-06, eta: 5:08:50, time: 0.372, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0576, loss_cls: 0.1575, acc: 93.8711, loss_bbox: 0.1179, loss: 0.3487, grad_norm: 7.2797
2022-06-22 20:31:51,459 - mmdet - INFO - Epoch [5][5350/6400] lr: 2.376e-06, eta: 5:08:24, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0575, loss_cls: 0.1493, acc: 94.0527, loss_bbox: 0.1285, loss: 0.3583, grad_norm: 7.2984
2022-06-22 20:32:19,915 - mmdet - INFO - Epoch [5][5400/6400] lr: 2.376e-06, eta: 5:08:16, time: 0.569, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0678, loss_cls: 0.1466, acc: 94.0156, loss_bbox: 0.1293, loss: 0.3600, grad_norm: 6.3639
2022-06-22 20:32:38,772 - mmdet - INFO - Epoch [5][5450/6400] lr: 2.376e-06, eta: 5:07:54, time: 0.377, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0490, loss_cls: 0.1340, acc: 94.6543, loss_bbox: 0.1156, loss: 0.3154, grad_norm: 6.1749
2022-06-22 20:32:59,233 - mmdet - INFO - Epoch [5][5500/6400] lr: 2.376e-06, eta: 5:07:34, time: 0.409, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0547, loss_cls: 0.1357, acc: 94.6680, loss_bbox: 0.1137, loss: 0.3221, grad_norm: 6.5476
2022-06-22 20:33:15,217 - mmdet - INFO - Epoch [5][5550/6400] lr: 2.376e-06, eta: 5:07:07, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0753, loss_cls: 0.1362, acc: 94.5391, loss_bbox: 0.1187, loss: 0.3445, grad_norm: 6.1491
2022-06-22 20:33:31,187 - mmdet - INFO - Epoch [5][5600/6400] lr: 2.376e-06, eta: 5:06:41, time: 0.319, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0738, loss_cls: 0.1549, acc: 93.9551, loss_bbox: 0.1426, loss: 0.3930, grad_norm: 6.9432
2022-06-22 20:33:47,205 - mmdet - INFO - Epoch [5][5650/6400] lr: 2.376e-06, eta: 5:06:15, time: 0.320, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0666, loss_cls: 0.1547, acc: 93.7578, loss_bbox: 0.1350, loss: 0.3718, grad_norm: 6.1843
2022-06-22 20:34:11,188 - mmdet - INFO - Epoch [5][5700/6400] lr: 2.376e-06, eta: 5:06:00, time: 0.480, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0718, loss_cls: 0.1486, acc: 94.1270, loss_bbox: 0.1383, loss: 0.3769, grad_norm: 7.5507
2022-06-22 20:34:38,823 - mmdet - INFO - Epoch [5][5750/6400] lr: 2.376e-06, eta: 5:05:51, time: 0.553, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0542, loss_cls: 0.1463, acc: 94.1504, loss_bbox: 0.1299, loss: 0.3481, grad_norm: 7.0387
2022-06-22 20:34:54,807 - mmdet - INFO - Epoch [5][5800/6400] lr: 2.376e-06, eta: 5:05:25, time: 0.320, data_time: 0.004, memory: 14029, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0568, loss_cls: 0.1453, acc: 94.0234, loss_bbox: 0.1557, loss: 0.3737, grad_norm: 6.5177
2022-06-22 20:35:15,541 - mmdet - INFO - Epoch [5][5850/6400] lr: 2.376e-06, eta: 5:05:05, time: 0.415, data_time: 0.003, memory: 14029, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0748, loss_cls: 0.1277, acc: 94.9082, loss_bbox: 0.1237, loss: 0.3462, grad_norm: 6.4460