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centernet2_cascade_res50_fpn_1x_coco_.log
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2021-08-10 05:20:52,405 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.7.10 (default, Jun 4 2021, 14:48:32) [GCC 7.5.0]
CUDA available: True
GPU 0,1,2,3: GeForce RTX 3090
CUDA_HOME: /usr/local/cuda
NVCC: Build cuda_11.0_bu.TC445_37.28845127_0
GCC: gcc (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0
PyTorch: 1.7.1
PyTorch compiling details: PyTorch built with:
- GCC 7.3
- C++ Version: 201402
- Intel(R) oneAPI Math Kernel Library Version 2021.2-Product Build 20210312 for Intel(R) 64 architecture applications
- Intel(R) MKL-DNN v1.6.0 (Git Hash 5ef631a030a6f73131c77892041042805a06064f)
- OpenMP 201511 (a.k.a. OpenMP 4.5)
- NNPACK is enabled
- CPU capability usage: AVX2
- CUDA Runtime 11.0
- 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_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_37,code=compute_37
- CuDNN 8.0.5
- Magma 2.5.2
- Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_VULKAN_WRAPPER -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, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=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: 0.8.2
OpenCV: 4.5.2
MMCV: 1.3.8
MMCV Compiler: GCC 7.5
MMCV CUDA Compiler: 11.0
MMDetection: 2.13.0+68601fd
------------------------------------------------------------
2021-08-10 05:20:52,979 - mmdet - INFO - Distributed training: True
2021-08-10 05:20:53,540 - mmdet - INFO - Config:
model = dict(
type='CenterNet2',
backbone=dict(
type='ResNet',
depth=50,
num_stages=4,
out_indices=(1, 2, 3),
frozen_stages=1,
norm_cfg=dict(type='BN', requires_grad=True),
norm_eval=True,
style='pytorch',
init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet50')),
neck=dict(
type='FPN',
in_channels=[512, 1024, 2048],
out_channels=256,
num_outs=5,
add_extra_convs='on_output',
relu_before_extra_convs=True),
rpn_head=dict(
type='CustomCenterNetHead',
num_classes=80,
norm='BN',
in_channel=256,
num_features=5,
num_cls_convs=4,
num_box_convs=4,
num_share_convs=0,
use_deformable=False,
only_proposal=True,
loss_center_heatmap=dict(
type='CustomGaussianFocalLoss',
alpha=0.25,
ignore_high_fp=0.85,
loss_weight=0.5),
loss_bbox=dict(type='GIoULoss', loss_weight=1.0)),
roi_head=dict(
type='CustomCascadeRoIHead',
num_stages=3,
stage_loss_weights=[1, 1, 1],
bbox_roi_extractor=dict(
type='SingleRoIExtractor',
roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0),
out_channels=256,
featmap_strides=[8, 16, 32, 64, 128]),
bbox_head=[
dict(
type='Shared2FCBBoxHead',
in_channels=256,
fc_out_channels=1024,
roi_feat_size=7,
num_classes=80,
bbox_coder=dict(
type='DeltaXYWHBBoxCoder',
target_means=[0.0, 0.0, 0.0, 0.0],
target_stds=[0.1, 0.1, 0.2, 0.2]),
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)),
dict(
type='Shared2FCBBoxHead',
in_channels=256,
fc_out_channels=1024,
roi_feat_size=7,
num_classes=80,
bbox_coder=dict(
type='DeltaXYWHBBoxCoder',
target_means=[0.0, 0.0, 0.0, 0.0],
target_stds=[0.05, 0.05, 0.1, 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)),
dict(
type='Shared2FCBBoxHead',
in_channels=256,
fc_out_channels=1024,
roi_feat_size=7,
num_classes=80,
bbox_coder=dict(
type='DeltaXYWHBBoxCoder',
target_means=[0.0, 0.0, 0.0, 0.0],
target_stds=[0.033, 0.033, 0.067, 0.067]),
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(),
rcnn=[
dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.6,
neg_iou_thr=0.6,
min_pos_iou=0.6,
match_low_quality=False,
ignore_iof_thr=-1),
sampler=dict(
type='RandomSampler',
num=512,
pos_fraction=0.25,
neg_pos_ub=-1,
add_gt_as_proposals=True),
pos_weight=-1,
debug=False),
dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.7,
neg_iou_thr=0.7,
min_pos_iou=0.7,
match_low_quality=False,
ignore_iof_thr=-1),
sampler=dict(
type='RandomSampler',
num=512,
pos_fraction=0.25,
neg_pos_ub=-1,
add_gt_as_proposals=True),
pos_weight=-1,
debug=False),
dict(
assigner=dict(
type='MaxIoUAssigner',
pos_iou_thr=0.8,
neg_iou_thr=0.8,
min_pos_iou=0.8,
match_low_quality=False,
ignore_iof_thr=-1),
sampler=dict(
type='RandomSampler',
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_pre=1000,
max_per_img=1000,
nms=dict(type='nms', iou_threshold=0.9),
min_bbox_size=0),
rcnn=dict(
score_thr=0.05,
nms=dict(type='nms', iou_threshold=0.7),
max_per_img=100)))
dataset_type = 'CocoDataset'
data_root = 'data/COCO/'
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='LoadAnnotations', with_bbox=True),
dict(
type='Resize',
img_scale=[(1333, 640), (1333, 672), (1333, 704), (1333, 736),
(1333, 768), (1333, 800)],
multiscale_mode='value',
keep_ratio=True),
dict(type='RandomFlip', 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='Pad', size_divisor=32),
dict(type='DefaultFormatBundle'),
dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels'])
]
test_pipeline = [
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipAug',
img_scale=(1333, 800),
flip=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='RandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='Pad', size_divisor=32),
dict(type='ImageToTensor', keys=['img']),
dict(type='Collect', keys=['img'])
])
]
data = dict(
samples_per_gpu=4,
workers_per_gpu=4,
train=dict(
type='CocoDataset',
ann_file='data/COCO/annotations/instances_train2017.json',
img_prefix='data/COCO/train2017/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(type='LoadAnnotations', with_bbox=True),
dict(type='Resize', img_scale=(1333, 800), keep_ratio=True),
dict(type='RandomFlip', 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='Pad', size_divisor=32),
dict(type='DefaultFormatBundle'),
dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels'])
]),
val=dict(
type='CocoDataset',
ann_file='data/COCO/annotations/instances_val2017.json',
img_prefix='data/COCO/val2017/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipAug',
img_scale=(1333, 800),
flip=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='RandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='Pad', size_divisor=32),
dict(type='ImageToTensor', keys=['img']),
dict(type='Collect', keys=['img'])
])
]),
test=dict(
type='CocoDataset',
ann_file='data/COCO/annotations/instances_val2017.json',
img_prefix='data/COCO/val2017/',
pipeline=[
dict(type='LoadImageFromFile'),
dict(
type='MultiScaleFlipAug',
img_scale=(1333, 800),
flip=False,
transforms=[
dict(type='Resize', keep_ratio=True),
dict(type='RandomFlip'),
dict(
type='Normalize',
mean=[123.675, 116.28, 103.53],
std=[58.395, 57.12, 57.375],
to_rgb=True),
dict(type='Pad', size_divisor=32),
dict(type='ImageToTensor', keys=['img']),
dict(type='Collect', keys=['img'])
])
]))
evaluation = dict(interval=1, metric='bbox')
optimizer = dict(type='SGD', lr=0.02, momentum=0.9, weight_decay=0.0001)
optimizer_config = dict(grad_clip=dict(max_norm=35, norm_type=2))
lr_config = dict(
policy='step',
warmup='linear',
warmup_iters=1000,
warmup_ratio=0.0001,
step=[10, 13])
runner = dict(type='EpochBasedRunner', max_epochs=14)
checkpoint_config = dict(interval=1)
log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])
custom_hooks = [dict(type='NumClassCheckHook')]
dist_params = dict(backend='nccl')
log_level = 'INFO'
load_from = None
resume_from = None
workflow = [('train', 1)]
find_unused_parameters = True
work_dir = './work_dirs/centernet2_cascade_res50_fpn_1x_coco'
gpu_ids = range(0, 4)
2021-08-10 05:21:18,896 - mmdet - INFO - Start running, host: root@d9bf0cc34d20, work_dir: /data4/miaomingze/mmdetection/work_dirs/centernet2_cascade_res50_fpn_1x_coco
2021-08-10 05:21:18,897 - mmdet - INFO - Hooks will be executed in the following order:
before_run:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) CheckpointHook
(NORMAL ) DistEvalHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_epoch:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) DistSamplerSeedHook
(NORMAL ) DistEvalHook
(NORMAL ) NumClassCheckHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_train_iter:
(VERY_HIGH ) StepLrUpdaterHook
(NORMAL ) DistEvalHook
(LOW ) IterTimerHook
--------------------
after_train_iter:
(ABOVE_NORMAL) OptimizerHook
(NORMAL ) CheckpointHook
(NORMAL ) DistEvalHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
after_train_epoch:
(NORMAL ) CheckpointHook
(NORMAL ) DistEvalHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_epoch:
(NORMAL ) DistSamplerSeedHook
(NORMAL ) NumClassCheckHook
(LOW ) IterTimerHook
(VERY_LOW ) TextLoggerHook
--------------------
before_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_iter:
(LOW ) IterTimerHook
--------------------
after_val_epoch:
(VERY_LOW ) TextLoggerHook
--------------------
2021-08-10 05:21:18,897 - mmdet - INFO - workflow: [('train', 1)], max: 14 epochs
2021-08-10 05:23:44,936 - mmdet - INFO - Epoch [1][50/7330] lr: 9.819e-04, eta: 3 days, 11:11:38, time: 2.920, data_time: 2.011, memory: 6411, loss_centernet_loc: 0.7535, loss_centernet_heatmap: 0.5635, s0.loss_cls: 1.3534, s0.acc: 78.5500, s0.loss_bbox: 0.0399, s1.loss_cls: 1.6516, s1.acc: 78.1169, s1.loss_bbox: 0.0324, s2.loss_cls: 1.7427, s2.acc: 77.3354, s2.loss_bbox: 0.0222, loss: 6.1592, grad_norm: 11.8552
2021-08-10 05:24:22,252 - mmdet - INFO - Epoch [1][100/7330] lr: 1.982e-03, eta: 2 days, 4:12:17, time: 0.746, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.7264, loss_centernet_heatmap: 0.5502, s0.loss_cls: 0.1094, s0.acc: 98.4277, s0.loss_bbox: 0.0058, s1.loss_cls: 1.1827, s1.acc: 98.5632, s1.loss_bbox: 0.0046, s2.loss_cls: 1.1809, s2.acc: 98.6138, s2.loss_bbox: 0.0031, loss: 3.7631, grad_norm: 1.0589
2021-08-10 05:25:00,348 - mmdet - INFO - Epoch [1][150/7330] lr: 2.982e-03, eta: 1 day, 18:01:12, time: 0.762, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.6779, loss_centernet_heatmap: 0.4573, s0.loss_cls: 0.2033, s0.acc: 97.3245, s0.loss_bbox: 0.0249, s1.loss_cls: 0.6132, s1.acc: 98.0950, s1.loss_bbox: 0.0177, s2.loss_cls: 0.5869, s2.acc: 98.4841, s2.loss_bbox: 0.0061, loss: 2.5873, grad_norm: 2.0871
2021-08-10 05:25:38,541 - mmdet - INFO - Epoch [1][200/7330] lr: 3.982e-03, eta: 1 day, 12:55:58, time: 0.764, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.6140, loss_centernet_heatmap: 0.3666, s0.loss_cls: 0.2940, s0.acc: 96.1155, s0.loss_bbox: 0.0448, s1.loss_cls: 0.2029, s1.acc: 97.6536, s1.loss_bbox: 0.0298, s2.loss_cls: 0.1504, s2.acc: 98.3962, s2.loss_bbox: 0.0078, loss: 1.7102, grad_norm: 2.4837
2021-08-10 05:26:15,898 - mmdet - INFO - Epoch [1][250/7330] lr: 4.982e-03, eta: 1 day, 9:46:51, time: 0.747, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.5919, loss_centernet_heatmap: 0.3404, s0.loss_cls: 0.2684, s0.acc: 96.3159, s0.loss_bbox: 0.0393, s1.loss_cls: 0.1866, s1.acc: 97.5505, s1.loss_bbox: 0.0292, s2.loss_cls: 0.1385, s2.acc: 98.2893, s2.loss_bbox: 0.0088, loss: 1.6032, grad_norm: 2.5537
2021-08-10 05:26:53,489 - mmdet - INFO - Epoch [1][300/7330] lr: 5.981e-03, eta: 1 day, 7:41:45, time: 0.751, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.5821, loss_centernet_heatmap: 0.3183, s0.loss_cls: 0.2730, s0.acc: 96.0159, s0.loss_bbox: 0.0424, s1.loss_cls: 0.1975, s1.acc: 97.2566, s1.loss_bbox: 0.0366, s2.loss_cls: 0.1397, s2.acc: 98.1960, s2.loss_bbox: 0.0109, loss: 1.6005, grad_norm: 2.1725
2021-08-10 05:27:31,440 - mmdet - INFO - Epoch [1][350/7330] lr: 6.981e-03, eta: 1 day, 6:14:11, time: 0.759, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.6054, loss_centernet_heatmap: 0.3998, s0.loss_cls: 0.2706, s0.acc: 96.1094, s0.loss_bbox: 0.0399, s1.loss_cls: 0.2040, s1.acc: 97.2559, s1.loss_bbox: 0.0364, s2.loss_cls: 0.1449, s2.acc: 98.1733, s2.loss_bbox: 0.0112, loss: 1.7122, grad_norm: 2.4418
2021-08-10 05:28:09,107 - mmdet - INFO - Epoch [1][400/7330] lr: 7.981e-03, eta: 1 day, 5:07:06, time: 0.753, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.5801, loss_centernet_heatmap: 0.3147, s0.loss_cls: 0.2589, s0.acc: 95.9138, s0.loss_bbox: 0.0432, s1.loss_cls: 0.1974, s1.acc: 97.0813, s1.loss_bbox: 0.0416, s2.loss_cls: 0.1341, s2.acc: 98.1760, s2.loss_bbox: 0.0117, loss: 1.5816, grad_norm: 1.8132
2021-08-10 05:28:46,983 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-03, eta: 1 day, 4:15:32, time: 0.757, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.5782, loss_centernet_heatmap: 0.3043, s0.loss_cls: 0.2593, s0.acc: 95.7458, s0.loss_bbox: 0.0426, s1.loss_cls: 0.2102, s1.acc: 96.7356, s1.loss_bbox: 0.0483, s2.loss_cls: 0.1417, s2.acc: 97.9922, s2.loss_bbox: 0.0155, loss: 1.6000, grad_norm: 1.9339
2021-08-10 05:29:24,694 - mmdet - INFO - Epoch [1][500/7330] lr: 9.981e-03, eta: 1 day, 3:33:36, time: 0.754, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.5859, loss_centernet_heatmap: 0.3376, s0.loss_cls: 0.2369, s0.acc: 96.0247, s0.loss_bbox: 0.0389, s1.loss_cls: 0.2451, s1.acc: 96.7429, s1.loss_bbox: 0.0489, s2.loss_cls: 0.1831, s2.acc: 97.9937, s2.loss_bbox: 0.0171, loss: 1.6935, grad_norm: 2.3958
2021-08-10 05:30:01,611 - mmdet - INFO - Epoch [1][550/7330] lr: 1.098e-02, eta: 1 day, 2:56:40, time: 0.738, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.5961, loss_centernet_heatmap: 0.4776, s0.loss_cls: 0.1064, s0.acc: 98.2759, s0.loss_bbox: 0.0083, s1.loss_cls: 0.2997, s1.acc: 98.3835, s1.loss_bbox: 0.0074, s2.loss_cls: 0.2927, s2.acc: 98.5342, s2.loss_bbox: 0.0027, loss: 1.7909, grad_norm: 1.0164
2021-08-10 05:30:39,152 - mmdet - INFO - Epoch [1][600/7330] lr: 1.198e-02, eta: 1 day, 2:27:39, time: 0.751, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.5889, loss_centernet_heatmap: 0.4230, s0.loss_cls: 0.1596, s0.acc: 97.3948, s0.loss_bbox: 0.0203, s1.loss_cls: 0.1334, s1.acc: 97.9863, s1.loss_bbox: 0.0180, s2.loss_cls: 0.1046, s2.acc: 98.4773, s2.loss_bbox: 0.0048, loss: 1.4525, grad_norm: 0.8607
2021-08-10 05:31:16,596 - mmdet - INFO - Epoch [1][650/7330] lr: 1.298e-02, eta: 1 day, 2:02:42, time: 0.749, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.5971, loss_centernet_heatmap: 0.3288, s0.loss_cls: 0.2617, s0.acc: 95.7610, s0.loss_bbox: 0.0401, s1.loss_cls: 0.2163, s1.acc: 96.6736, s1.loss_bbox: 0.0469, s2.loss_cls: 0.1456, s2.acc: 97.9409, s2.loss_bbox: 0.0146, loss: 1.6511, grad_norm: 1.6277
2021-08-10 05:31:53,671 - mmdet - INFO - Epoch [1][700/7330] lr: 1.398e-02, eta: 1 day, 1:40:20, time: 0.742, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.5806, loss_centernet_heatmap: 0.2829, s0.loss_cls: 0.2304, s0.acc: 95.9265, s0.loss_bbox: 0.0393, s1.loss_cls: 0.1994, s1.acc: 96.6187, s1.loss_bbox: 0.0509, s2.loss_cls: 0.1337, s2.acc: 97.9617, s2.loss_bbox: 0.0177, loss: 1.5348, grad_norm: 1.3902
2021-08-10 05:32:30,752 - mmdet - INFO - Epoch [1][750/7330] lr: 1.498e-02, eta: 1 day, 1:20:52, time: 0.741, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.5881, loss_centernet_heatmap: 0.2922, s0.loss_cls: 0.2328, s0.acc: 95.8525, s0.loss_bbox: 0.0384, s1.loss_cls: 0.2097, s1.acc: 96.3967, s1.loss_bbox: 0.0525, s2.loss_cls: 0.1449, s2.acc: 97.7312, s2.loss_bbox: 0.0195, loss: 1.5781, grad_norm: 1.4776
2021-08-10 05:33:08,250 - mmdet - INFO - Epoch [1][800/7330] lr: 1.598e-02, eta: 1 day, 1:04:40, time: 0.750, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.5728, loss_centernet_heatmap: 0.2754, s0.loss_cls: 0.2375, s0.acc: 95.6199, s0.loss_bbox: 0.0426, s1.loss_cls: 0.2170, s1.acc: 96.0986, s1.loss_bbox: 0.0593, s2.loss_cls: 0.1501, s2.acc: 97.4956, s2.loss_bbox: 0.0252, loss: 1.5799, grad_norm: 1.6162
2021-08-10 05:33:45,299 - mmdet - INFO - Epoch [1][850/7330] lr: 1.698e-02, eta: 1 day, 0:49:24, time: 0.741, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.5743, loss_centernet_heatmap: 0.2847, s0.loss_cls: 0.2267, s0.acc: 95.7600, s0.loss_bbox: 0.0421, s1.loss_cls: 0.2071, s1.acc: 96.1973, s1.loss_bbox: 0.0601, s2.loss_cls: 0.1429, s2.acc: 97.6196, s2.loss_bbox: 0.0245, loss: 1.5624, grad_norm: 1.5206
2021-08-10 05:34:22,365 - mmdet - INFO - Epoch [1][900/7330] lr: 1.798e-02, eta: 1 day, 0:35:47, time: 0.741, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.5526, loss_centernet_heatmap: 0.2724, s0.loss_cls: 0.2734, s0.acc: 94.6658, s0.loss_bbox: 0.0571, s1.loss_cls: 0.2446, s1.acc: 95.2570, s1.loss_bbox: 0.0786, s2.loss_cls: 0.1688, s2.acc: 97.0443, s2.loss_bbox: 0.0346, loss: 1.6821, grad_norm: 1.9975
2021-08-10 05:34:59,522 - mmdet - INFO - Epoch [1][950/7330] lr: 1.898e-02, eta: 1 day, 0:23:42, time: 0.743, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.5228, loss_centernet_heatmap: 0.2710, s0.loss_cls: 0.3139, s0.acc: 93.6331, s0.loss_bbox: 0.0703, s1.loss_cls: 0.2725, s1.acc: 94.5595, s1.loss_bbox: 0.1003, s2.loss_cls: 0.1839, s2.acc: 96.6561, s2.loss_bbox: 0.0461, loss: 1.7807, grad_norm: 2.3711
2021-08-10 05:35:36,910 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 05:35:36,910 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.998e-02, eta: 1 day, 0:13:09, time: 0.748, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.5022, loss_centernet_heatmap: 0.2810, s0.loss_cls: 0.3846, s0.acc: 91.8501, s0.loss_bbox: 0.0949, s1.loss_cls: 0.3264, s1.acc: 93.2681, s1.loss_bbox: 0.1285, s2.loss_cls: 0.2170, s2.acc: 95.9268, s2.loss_bbox: 0.0587, loss: 1.9933, grad_norm: 2.9518
2021-08-10 05:36:14,841 - mmdet - INFO - Epoch [1][1050/7330] lr: 2.000e-02, eta: 1 day, 0:04:25, time: 0.759, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.4851, loss_centernet_heatmap: 0.2793, s0.loss_cls: 0.3999, s0.acc: 91.4353, s0.loss_bbox: 0.0979, s1.loss_cls: 0.3399, s1.acc: 92.7952, s1.loss_bbox: 0.1339, s2.loss_cls: 0.2326, s2.acc: 95.4963, s2.loss_bbox: 0.0677, loss: 2.0362, grad_norm: 2.8256
2021-08-10 05:36:52,218 - mmdet - INFO - Epoch [1][1100/7330] lr: 2.000e-02, eta: 23:55:34, time: 0.747, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.4645, loss_centernet_heatmap: 0.2774, s0.loss_cls: 0.4381, s0.acc: 90.7700, s0.loss_bbox: 0.1077, s1.loss_cls: 0.3652, s1.acc: 92.2962, s1.loss_bbox: 0.1494, s2.loss_cls: 0.2507, s2.acc: 95.0225, s2.loss_bbox: 0.0816, loss: 2.1346, grad_norm: 3.1673
2021-08-10 05:37:30,091 - mmdet - INFO - Epoch [1][1150/7330] lr: 2.000e-02, eta: 23:48:10, time: 0.757, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.4509, loss_centernet_heatmap: 0.2692, s0.loss_cls: 0.4631, s0.acc: 89.4761, s0.loss_bbox: 0.1225, s1.loss_cls: 0.3966, s1.acc: 91.1006, s1.loss_bbox: 0.1738, s2.loss_cls: 0.2824, s2.acc: 94.1387, s2.loss_bbox: 0.0977, loss: 2.2562, grad_norm: 3.4004
2021-08-10 05:38:08,250 - mmdet - INFO - Epoch [1][1200/7330] lr: 2.000e-02, eta: 23:41:45, time: 0.763, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.4484, loss_centernet_heatmap: 0.2580, s0.loss_cls: 0.4617, s0.acc: 89.1101, s0.loss_bbox: 0.1268, s1.loss_cls: 0.3986, s1.acc: 90.6054, s1.loss_bbox: 0.1817, s2.loss_cls: 0.2896, s2.acc: 93.6292, s2.loss_bbox: 0.1068, loss: 2.2718, grad_norm: 3.1882
2021-08-10 05:38:46,460 - mmdet - INFO - Epoch [1][1250/7330] lr: 2.000e-02, eta: 23:35:51, time: 0.764, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.4329, loss_centernet_heatmap: 0.2612, s0.loss_cls: 0.4684, s0.acc: 88.7598, s0.loss_bbox: 0.1308, s1.loss_cls: 0.4074, s1.acc: 90.1233, s1.loss_bbox: 0.1954, s2.loss_cls: 0.2979, s2.acc: 93.2787, s2.loss_bbox: 0.1171, loss: 2.3110, grad_norm: 3.3107
2021-08-10 05:39:24,383 - mmdet - INFO - Epoch [1][1300/7330] lr: 2.000e-02, eta: 23:29:59, time: 0.758, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.4341, loss_centernet_heatmap: 0.2656, s0.loss_cls: 0.4562, s0.acc: 88.8748, s0.loss_bbox: 0.1358, s1.loss_cls: 0.3950, s1.acc: 90.4022, s1.loss_bbox: 0.1942, s2.loss_cls: 0.2923, s2.acc: 93.3228, s2.loss_bbox: 0.1165, loss: 2.2898, grad_norm: 3.3450
2021-08-10 05:40:02,300 - mmdet - INFO - Epoch [1][1350/7330] lr: 2.000e-02, eta: 23:24:30, time: 0.758, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.4246, loss_centernet_heatmap: 0.2633, s0.loss_cls: 0.4558, s0.acc: 88.4910, s0.loss_bbox: 0.1319, s1.loss_cls: 0.4032, s1.acc: 89.8173, s1.loss_bbox: 0.2031, s2.loss_cls: 0.3037, s2.acc: 92.6325, s2.loss_bbox: 0.1316, loss: 2.3172, grad_norm: 3.3088
2021-08-10 05:40:39,997 - mmdet - INFO - Epoch [1][1400/7330] lr: 2.000e-02, eta: 23:19:05, time: 0.754, data_time: 0.022, memory: 6411, loss_centernet_loc: 0.4213, loss_centernet_heatmap: 0.2513, s0.loss_cls: 0.4690, s0.acc: 88.1824, s0.loss_bbox: 0.1404, s1.loss_cls: 0.4126, s1.acc: 89.5265, s1.loss_bbox: 0.2121, s2.loss_cls: 0.3096, s2.acc: 92.3428, s2.loss_bbox: 0.1337, loss: 2.3499, grad_norm: 3.4155
2021-08-10 05:41:17,949 - mmdet - INFO - Epoch [1][1450/7330] lr: 2.000e-02, eta: 23:14:18, time: 0.759, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.4177, loss_centernet_heatmap: 0.2552, s0.loss_cls: 0.4788, s0.acc: 87.7227, s0.loss_bbox: 0.1431, s1.loss_cls: 0.4237, s1.acc: 89.0448, s1.loss_bbox: 0.2186, s2.loss_cls: 0.3223, s2.acc: 92.0512, s2.loss_bbox: 0.1402, loss: 2.3996, grad_norm: 3.5253
2021-08-10 05:41:55,437 - mmdet - INFO - Epoch [1][1500/7330] lr: 2.000e-02, eta: 23:09:17, time: 0.750, data_time: 0.020, memory: 6411, loss_centernet_loc: 0.4079, loss_centernet_heatmap: 0.2505, s0.loss_cls: 0.4637, s0.acc: 88.0728, s0.loss_bbox: 0.1439, s1.loss_cls: 0.4123, s1.acc: 89.2786, s1.loss_bbox: 0.2191, s2.loss_cls: 0.3189, s2.acc: 91.8877, s2.loss_bbox: 0.1478, loss: 2.3641, grad_norm: 3.4463
2021-08-10 05:42:33,073 - mmdet - INFO - Epoch [1][1550/7330] lr: 2.000e-02, eta: 23:04:42, time: 0.753, data_time: 0.020, memory: 6411, loss_centernet_loc: 0.4020, loss_centernet_heatmap: 0.2500, s0.loss_cls: 0.4566, s0.acc: 87.9563, s0.loss_bbox: 0.1500, s1.loss_cls: 0.3997, s1.acc: 89.3853, s1.loss_bbox: 0.2211, s2.loss_cls: 0.3070, s2.acc: 91.8613, s2.loss_bbox: 0.1529, loss: 2.3393, grad_norm: 3.4438
2021-08-10 05:43:10,631 - mmdet - INFO - Epoch [1][1600/7330] lr: 2.000e-02, eta: 23:00:18, time: 0.751, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.3947, loss_centernet_heatmap: 0.2434, s0.loss_cls: 0.4511, s0.acc: 87.9768, s0.loss_bbox: 0.1504, s1.loss_cls: 0.4019, s1.acc: 89.1331, s1.loss_bbox: 0.2204, s2.loss_cls: 0.3135, s2.acc: 91.6958, s2.loss_bbox: 0.1528, loss: 2.3282, grad_norm: 3.3739
2021-08-10 05:43:48,466 - mmdet - INFO - Epoch [1][1650/7330] lr: 2.000e-02, eta: 22:56:23, time: 0.757, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.3984, loss_centernet_heatmap: 0.2450, s0.loss_cls: 0.4751, s0.acc: 87.7283, s0.loss_bbox: 0.1491, s1.loss_cls: 0.4078, s1.acc: 89.2197, s1.loss_bbox: 0.2279, s2.loss_cls: 0.3177, s2.acc: 91.6859, s2.loss_bbox: 0.1575, loss: 2.3785, grad_norm: 3.4321
2021-08-10 05:44:26,463 - mmdet - INFO - Epoch [1][1700/7330] lr: 2.000e-02, eta: 22:52:50, time: 0.760, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.4086, loss_centernet_heatmap: 0.2395, s0.loss_cls: 0.4853, s0.acc: 87.1541, s0.loss_bbox: 0.1507, s1.loss_cls: 0.4266, s1.acc: 88.4323, s1.loss_bbox: 0.2351, s2.loss_cls: 0.3367, s2.acc: 91.0137, s2.loss_bbox: 0.1625, loss: 2.4450, grad_norm: 3.4666
2021-08-10 05:45:04,461 - mmdet - INFO - Epoch [1][1750/7330] lr: 2.000e-02, eta: 22:49:27, time: 0.760, data_time: 0.023, memory: 6411, loss_centernet_loc: 0.4027, loss_centernet_heatmap: 0.2381, s0.loss_cls: 0.4694, s0.acc: 87.7500, s0.loss_bbox: 0.1468, s1.loss_cls: 0.4173, s1.acc: 88.8657, s1.loss_bbox: 0.2285, s2.loss_cls: 0.3174, s2.acc: 91.6515, s2.loss_bbox: 0.1513, loss: 2.3715, grad_norm: 3.4065
2021-08-10 05:45:42,229 - mmdet - INFO - Epoch [1][1800/7330] lr: 2.000e-02, eta: 22:46:01, time: 0.755, data_time: 0.024, memory: 6411, loss_centernet_loc: 0.3946, loss_centernet_heatmap: 0.2439, s0.loss_cls: 0.4566, s0.acc: 87.6633, s0.loss_bbox: 0.1509, s1.loss_cls: 0.4010, s1.acc: 89.0418, s1.loss_bbox: 0.2263, s2.loss_cls: 0.3147, s2.acc: 91.5069, s2.loss_bbox: 0.1488, loss: 2.3367, grad_norm: 3.4522
2021-08-10 05:46:20,076 - mmdet - INFO - Epoch [1][1850/7330] lr: 2.000e-02, eta: 22:42:46, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3811, loss_centernet_heatmap: 0.2299, s0.loss_cls: 0.4606, s0.acc: 87.4910, s0.loss_bbox: 0.1523, s1.loss_cls: 0.4089, s1.acc: 88.6569, s1.loss_bbox: 0.2334, s2.loss_cls: 0.3333, s2.acc: 90.7717, s2.loss_bbox: 0.1692, loss: 2.3686, grad_norm: 3.3210
2021-08-10 05:46:58,021 - mmdet - INFO - Epoch [1][1900/7330] lr: 2.000e-02, eta: 22:39:47, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3859, loss_centernet_heatmap: 0.2376, s0.loss_cls: 0.4745, s0.acc: 86.8552, s0.loss_bbox: 0.1556, s1.loss_cls: 0.4247, s1.acc: 88.1585, s1.loss_bbox: 0.2368, s2.loss_cls: 0.3395, s2.acc: 90.7270, s2.loss_bbox: 0.1695, loss: 2.4240, grad_norm: 3.3955
2021-08-10 05:47:36,020 - mmdet - INFO - Epoch [1][1950/7330] lr: 2.000e-02, eta: 22:36:58, time: 0.760, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3894, loss_centernet_heatmap: 0.2306, s0.loss_cls: 0.4489, s0.acc: 87.3215, s0.loss_bbox: 0.1562, s1.loss_cls: 0.4082, s1.acc: 88.3725, s1.loss_bbox: 0.2337, s2.loss_cls: 0.3337, s2.acc: 90.7646, s2.loss_bbox: 0.1722, loss: 2.3730, grad_norm: 3.3892
2021-08-10 05:48:13,645 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 05:48:13,645 - mmdet - INFO - Epoch [1][2000/7330] lr: 2.000e-02, eta: 22:33:56, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3792, loss_centernet_heatmap: 0.2316, s0.loss_cls: 0.4640, s0.acc: 87.1956, s0.loss_bbox: 0.1567, s1.loss_cls: 0.4148, s1.acc: 88.3025, s1.loss_bbox: 0.2481, s2.loss_cls: 0.3317, s2.acc: 90.6231, s2.loss_bbox: 0.1773, loss: 2.4034, grad_norm: 3.4268
2021-08-10 05:48:51,539 - mmdet - INFO - Epoch [1][2050/7330] lr: 2.000e-02, eta: 22:31:14, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3762, loss_centernet_heatmap: 0.2307, s0.loss_cls: 0.4625, s0.acc: 87.5049, s0.loss_bbox: 0.1517, s1.loss_cls: 0.4115, s1.acc: 88.6696, s1.loss_bbox: 0.2379, s2.loss_cls: 0.3273, s2.acc: 90.8801, s2.loss_bbox: 0.1700, loss: 2.3679, grad_norm: 3.4671
2021-08-10 05:49:29,326 - mmdet - INFO - Epoch [1][2100/7330] lr: 2.000e-02, eta: 22:28:33, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3784, loss_centernet_heatmap: 0.2308, s0.loss_cls: 0.4514, s0.acc: 87.4978, s0.loss_bbox: 0.1487, s1.loss_cls: 0.4016, s1.acc: 88.5067, s1.loss_bbox: 0.2400, s2.loss_cls: 0.3277, s2.acc: 90.5669, s2.loss_bbox: 0.1692, loss: 2.3478, grad_norm: 3.2369
2021-08-10 05:50:07,246 - mmdet - INFO - Epoch [1][2150/7330] lr: 2.000e-02, eta: 22:26:03, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3744, loss_centernet_heatmap: 0.2278, s0.loss_cls: 0.4363, s0.acc: 87.8113, s0.loss_bbox: 0.1483, s1.loss_cls: 0.3972, s1.acc: 88.7238, s1.loss_bbox: 0.2345, s2.loss_cls: 0.3238, s2.acc: 90.7345, s2.loss_bbox: 0.1700, loss: 2.3123, grad_norm: 3.2862
2021-08-10 05:50:44,735 - mmdet - INFO - Epoch [1][2200/7330] lr: 2.000e-02, eta: 22:23:21, time: 0.750, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3759, loss_centernet_heatmap: 0.2274, s0.loss_cls: 0.4363, s0.acc: 87.6616, s0.loss_bbox: 0.1526, s1.loss_cls: 0.3894, s1.acc: 88.7823, s1.loss_bbox: 0.2370, s2.loss_cls: 0.3188, s2.acc: 90.7404, s2.loss_bbox: 0.1744, loss: 2.3117, grad_norm: 3.3867
2021-08-10 05:51:22,595 - mmdet - INFO - Epoch [1][2250/7330] lr: 2.000e-02, eta: 22:20:59, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3649, loss_centernet_heatmap: 0.2231, s0.loss_cls: 0.4548, s0.acc: 87.5112, s0.loss_bbox: 0.1528, s1.loss_cls: 0.4082, s1.acc: 88.4855, s1.loss_bbox: 0.2404, s2.loss_cls: 0.3321, s2.acc: 90.4299, s2.loss_bbox: 0.1821, loss: 2.3583, grad_norm: 3.3584
2021-08-10 05:52:00,760 - mmdet - INFO - Epoch [1][2300/7330] lr: 2.000e-02, eta: 22:18:55, time: 0.763, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3764, loss_centernet_heatmap: 0.2315, s0.loss_cls: 0.4584, s0.acc: 87.2676, s0.loss_bbox: 0.1585, s1.loss_cls: 0.4040, s1.acc: 88.6279, s1.loss_bbox: 0.2468, s2.loss_cls: 0.3206, s2.acc: 90.9523, s2.loss_bbox: 0.1738, loss: 2.3699, grad_norm: 3.3492
2021-08-10 05:52:38,778 - mmdet - INFO - Epoch [1][2350/7330] lr: 2.000e-02, eta: 22:16:49, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3749, loss_centernet_heatmap: 0.2245, s0.loss_cls: 0.4603, s0.acc: 86.9189, s0.loss_bbox: 0.1613, s1.loss_cls: 0.4144, s1.acc: 87.9790, s1.loss_bbox: 0.2561, s2.loss_cls: 0.3335, s2.acc: 90.2949, s2.loss_bbox: 0.1837, loss: 2.4088, grad_norm: 3.4208
2021-08-10 05:53:16,451 - mmdet - INFO - Epoch [1][2400/7330] lr: 2.000e-02, eta: 22:14:32, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3696, loss_centernet_heatmap: 0.2250, s0.loss_cls: 0.4314, s0.acc: 87.6731, s0.loss_bbox: 0.1514, s1.loss_cls: 0.3930, s1.acc: 88.6165, s1.loss_bbox: 0.2458, s2.loss_cls: 0.3285, s2.acc: 90.4284, s2.loss_bbox: 0.1897, loss: 2.3343, grad_norm: 3.3295
2021-08-10 05:53:54,373 - mmdet - INFO - Epoch [1][2450/7330] lr: 2.000e-02, eta: 22:12:29, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3675, loss_centernet_heatmap: 0.2234, s0.loss_cls: 0.4539, s0.acc: 87.3562, s0.loss_bbox: 0.1567, s1.loss_cls: 0.4134, s1.acc: 88.1353, s1.loss_bbox: 0.2509, s2.loss_cls: 0.3339, s2.acc: 90.0446, s2.loss_bbox: 0.1768, loss: 2.3766, grad_norm: 3.3080
2021-08-10 05:54:32,107 - mmdet - INFO - Epoch [1][2500/7330] lr: 2.000e-02, eta: 22:10:22, time: 0.755, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3589, loss_centernet_heatmap: 0.2208, s0.loss_cls: 0.4573, s0.acc: 87.1265, s0.loss_bbox: 0.1546, s1.loss_cls: 0.4121, s1.acc: 88.1766, s1.loss_bbox: 0.2486, s2.loss_cls: 0.3322, s2.acc: 90.3504, s2.loss_bbox: 0.1878, loss: 2.3723, grad_norm: 3.3804
2021-08-10 05:55:09,724 - mmdet - INFO - Epoch [1][2550/7330] lr: 2.000e-02, eta: 22:08:14, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3727, loss_centernet_heatmap: 0.2187, s0.loss_cls: 0.4282, s0.acc: 87.8286, s0.loss_bbox: 0.1530, s1.loss_cls: 0.3913, s1.acc: 88.6472, s1.loss_bbox: 0.2464, s2.loss_cls: 0.3163, s2.acc: 90.5350, s2.loss_bbox: 0.1804, loss: 2.3071, grad_norm: 3.2558
2021-08-10 05:55:47,813 - mmdet - INFO - Epoch [1][2600/7330] lr: 2.000e-02, eta: 22:06:28, time: 0.762, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3629, loss_centernet_heatmap: 0.2200, s0.loss_cls: 0.4395, s0.acc: 87.3481, s0.loss_bbox: 0.1518, s1.loss_cls: 0.3999, s1.acc: 88.3419, s1.loss_bbox: 0.2503, s2.loss_cls: 0.3291, s2.acc: 89.8927, s2.loss_bbox: 0.1807, loss: 2.3342, grad_norm: 3.4253
2021-08-10 05:56:25,761 - mmdet - INFO - Epoch [1][2650/7330] lr: 2.000e-02, eta: 22:04:39, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3622, loss_centernet_heatmap: 0.2224, s0.loss_cls: 0.4366, s0.acc: 87.8062, s0.loss_bbox: 0.1512, s1.loss_cls: 0.3967, s1.acc: 88.7546, s1.loss_bbox: 0.2422, s2.loss_cls: 0.3217, s2.acc: 90.7352, s2.loss_bbox: 0.1788, loss: 2.3119, grad_norm: 3.2065
2021-08-10 05:57:03,292 - mmdet - INFO - Epoch [1][2700/7330] lr: 2.000e-02, eta: 22:02:36, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3691, loss_centernet_heatmap: 0.2266, s0.loss_cls: 0.4427, s0.acc: 87.6448, s0.loss_bbox: 0.1548, s1.loss_cls: 0.3966, s1.acc: 88.5983, s1.loss_bbox: 0.2379, s2.loss_cls: 0.3207, s2.acc: 90.7114, s2.loss_bbox: 0.1796, loss: 2.3279, grad_norm: 3.2499
2021-08-10 05:57:40,740 - mmdet - INFO - Epoch [1][2750/7330] lr: 2.000e-02, eta: 22:00:35, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3663, loss_centernet_heatmap: 0.2234, s0.loss_cls: 0.4352, s0.acc: 87.5581, s0.loss_bbox: 0.1548, s1.loss_cls: 0.3953, s1.acc: 88.5733, s1.loss_bbox: 0.2499, s2.loss_cls: 0.3262, s2.acc: 90.3423, s2.loss_bbox: 0.1831, loss: 2.3342, grad_norm: 3.3058
2021-08-10 05:58:18,174 - mmdet - INFO - Epoch [1][2800/7330] lr: 2.000e-02, eta: 21:58:35, time: 0.749, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3661, loss_centernet_heatmap: 0.2227, s0.loss_cls: 0.4222, s0.acc: 87.8875, s0.loss_bbox: 0.1514, s1.loss_cls: 0.3804, s1.acc: 88.8756, s1.loss_bbox: 0.2411, s2.loss_cls: 0.3147, s2.acc: 90.5888, s2.loss_bbox: 0.1802, loss: 2.2789, grad_norm: 3.2231
2021-08-10 05:58:55,883 - mmdet - INFO - Epoch [1][2850/7330] lr: 2.000e-02, eta: 21:56:48, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3569, loss_centernet_heatmap: 0.2162, s0.loss_cls: 0.4383, s0.acc: 87.4517, s0.loss_bbox: 0.1487, s1.loss_cls: 0.3952, s1.acc: 88.5575, s1.loss_bbox: 0.2316, s2.loss_cls: 0.3275, s2.acc: 90.5254, s2.loss_bbox: 0.1835, loss: 2.2979, grad_norm: 3.3110
2021-08-10 05:59:33,766 - mmdet - INFO - Epoch [1][2900/7330] lr: 2.000e-02, eta: 21:55:10, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3587, loss_centernet_heatmap: 0.2181, s0.loss_cls: 0.4325, s0.acc: 87.5332, s0.loss_bbox: 0.1490, s1.loss_cls: 0.3935, s1.acc: 88.4761, s1.loss_bbox: 0.2420, s2.loss_cls: 0.3304, s2.acc: 90.1425, s2.loss_bbox: 0.1893, loss: 2.3135, grad_norm: 3.1788
2021-08-10 06:00:11,569 - mmdet - INFO - Epoch [1][2950/7330] lr: 2.000e-02, eta: 21:53:31, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3578, loss_centernet_heatmap: 0.2196, s0.loss_cls: 0.4332, s0.acc: 87.6033, s0.loss_bbox: 0.1532, s1.loss_cls: 0.3953, s1.acc: 88.4781, s1.loss_bbox: 0.2544, s2.loss_cls: 0.3315, s2.acc: 89.9970, s2.loss_bbox: 0.1942, loss: 2.3392, grad_norm: 3.3034
2021-08-10 06:00:49,875 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 06:00:49,876 - mmdet - INFO - Epoch [1][3000/7330] lr: 2.000e-02, eta: 21:52:11, time: 0.766, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3534, loss_centernet_heatmap: 0.2134, s0.loss_cls: 0.4250, s0.acc: 87.7876, s0.loss_bbox: 0.1517, s1.loss_cls: 0.3823, s1.acc: 88.7274, s1.loss_bbox: 0.2552, s2.loss_cls: 0.3214, s2.acc: 90.1436, s2.loss_bbox: 0.1914, loss: 2.2939, grad_norm: 3.2847
2021-08-10 06:01:27,544 - mmdet - INFO - Epoch [1][3050/7330] lr: 2.000e-02, eta: 21:50:31, time: 0.753, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3531, loss_centernet_heatmap: 0.2276, s0.loss_cls: 0.4323, s0.acc: 87.7581, s0.loss_bbox: 0.1495, s1.loss_cls: 0.3898, s1.acc: 88.7690, s1.loss_bbox: 0.2426, s2.loss_cls: 0.3211, s2.acc: 90.5380, s2.loss_bbox: 0.1934, loss: 2.3095, grad_norm: 3.3716
2021-08-10 06:02:05,540 - mmdet - INFO - Epoch [1][3100/7330] lr: 2.000e-02, eta: 21:49:03, time: 0.760, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3534, loss_centernet_heatmap: 0.2188, s0.loss_cls: 0.4250, s0.acc: 87.8035, s0.loss_bbox: 0.1529, s1.loss_cls: 0.3879, s1.acc: 88.6825, s1.loss_bbox: 0.2449, s2.loss_cls: 0.3176, s2.acc: 90.4618, s2.loss_bbox: 0.1879, loss: 2.2885, grad_norm: 3.2531
2021-08-10 06:02:43,343 - mmdet - INFO - Epoch [1][3150/7330] lr: 2.000e-02, eta: 21:47:32, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3562, loss_centernet_heatmap: 0.2213, s0.loss_cls: 0.4299, s0.acc: 87.6440, s0.loss_bbox: 0.1503, s1.loss_cls: 0.3908, s1.acc: 88.6215, s1.loss_bbox: 0.2407, s2.loss_cls: 0.3223, s2.acc: 90.5289, s2.loss_bbox: 0.1898, loss: 2.3013, grad_norm: 3.2651
2021-08-10 06:03:21,679 - mmdet - INFO - Epoch [1][3200/7330] lr: 2.000e-02, eta: 21:46:18, time: 0.767, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3492, loss_centernet_heatmap: 0.2189, s0.loss_cls: 0.4508, s0.acc: 87.1162, s0.loss_bbox: 0.1496, s1.loss_cls: 0.4089, s1.acc: 88.0511, s1.loss_bbox: 0.2488, s2.loss_cls: 0.3417, s2.acc: 89.8867, s2.loss_bbox: 0.1912, loss: 2.3591, grad_norm: 3.2588
2021-08-10 06:03:59,661 - mmdet - INFO - Epoch [1][3250/7330] lr: 2.000e-02, eta: 21:44:54, time: 0.759, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3538, loss_centernet_heatmap: 0.2134, s0.loss_cls: 0.4263, s0.acc: 87.7690, s0.loss_bbox: 0.1543, s1.loss_cls: 0.3838, s1.acc: 88.7290, s1.loss_bbox: 0.2473, s2.loss_cls: 0.3136, s2.acc: 90.5495, s2.loss_bbox: 0.1833, loss: 2.2758, grad_norm: 3.2693
2021-08-10 06:04:37,066 - mmdet - INFO - Epoch [1][3300/7330] lr: 2.000e-02, eta: 21:43:15, time: 0.748, data_time: 0.020, memory: 6412, loss_centernet_loc: 0.3538, loss_centernet_heatmap: 0.2160, s0.loss_cls: 0.4238, s0.acc: 87.6309, s0.loss_bbox: 0.1536, s1.loss_cls: 0.3879, s1.acc: 88.6581, s1.loss_bbox: 0.2508, s2.loss_cls: 0.3242, s2.acc: 90.0905, s2.loss_bbox: 0.1925, loss: 2.3026, grad_norm: 3.2576
2021-08-10 06:05:15,162 - mmdet - INFO - Epoch [1][3350/7330] lr: 2.000e-02, eta: 21:41:58, time: 0.762, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3546, loss_centernet_heatmap: 0.2141, s0.loss_cls: 0.4279, s0.acc: 87.5374, s0.loss_bbox: 0.1494, s1.loss_cls: 0.3831, s1.acc: 88.7049, s1.loss_bbox: 0.2478, s2.loss_cls: 0.3227, s2.acc: 90.1233, s2.loss_bbox: 0.1967, loss: 2.2963, grad_norm: 3.2332
2021-08-10 06:05:53,283 - mmdet - INFO - Epoch [1][3400/7330] lr: 2.000e-02, eta: 21:40:43, time: 0.762, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3420, loss_centernet_heatmap: 0.2145, s0.loss_cls: 0.4168, s0.acc: 87.9763, s0.loss_bbox: 0.1484, s1.loss_cls: 0.3792, s1.acc: 88.7652, s1.loss_bbox: 0.2445, s2.loss_cls: 0.3183, s2.acc: 90.3185, s2.loss_bbox: 0.1871, loss: 2.2509, grad_norm: 3.1315
2021-08-10 06:06:31,532 - mmdet - INFO - Epoch [1][3450/7330] lr: 2.000e-02, eta: 21:39:33, time: 0.765, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3499, loss_centernet_heatmap: 0.2146, s0.loss_cls: 0.4159, s0.acc: 87.9792, s0.loss_bbox: 0.1478, s1.loss_cls: 0.3799, s1.acc: 88.8805, s1.loss_bbox: 0.2437, s2.loss_cls: 0.3171, s2.acc: 90.3382, s2.loss_bbox: 0.1878, loss: 2.2568, grad_norm: 3.1908
2021-08-10 06:07:08,795 - mmdet - INFO - Epoch [1][3500/7330] lr: 2.000e-02, eta: 21:37:55, time: 0.745, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3387, loss_centernet_heatmap: 0.2096, s0.loss_cls: 0.4067, s0.acc: 88.2163, s0.loss_bbox: 0.1497, s1.loss_cls: 0.3703, s1.acc: 89.1551, s1.loss_bbox: 0.2442, s2.loss_cls: 0.3106, s2.acc: 90.4080, s2.loss_bbox: 0.1938, loss: 2.2236, grad_norm: 3.0849
2021-08-10 06:07:46,649 - mmdet - INFO - Epoch [1][3550/7330] lr: 2.000e-02, eta: 21:36:36, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3494, loss_centernet_heatmap: 0.2172, s0.loss_cls: 0.4280, s0.acc: 87.4854, s0.loss_bbox: 0.1544, s1.loss_cls: 0.3852, s1.acc: 88.5797, s1.loss_bbox: 0.2456, s2.loss_cls: 0.3220, s2.acc: 90.1371, s2.loss_bbox: 0.1866, loss: 2.2886, grad_norm: 3.1934
2021-08-10 06:08:24,558 - mmdet - INFO - Epoch [1][3600/7330] lr: 2.000e-02, eta: 21:35:19, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3494, loss_centernet_heatmap: 0.2096, s0.loss_cls: 0.4555, s0.acc: 86.9631, s0.loss_bbox: 0.1566, s1.loss_cls: 0.4124, s1.acc: 87.9917, s1.loss_bbox: 0.2545, s2.loss_cls: 0.3367, s2.acc: 89.8847, s2.loss_bbox: 0.1948, loss: 2.3696, grad_norm: 3.2808
2021-08-10 06:09:02,922 - mmdet - INFO - Epoch [1][3650/7330] lr: 2.000e-02, eta: 21:34:17, time: 0.768, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3417, loss_centernet_heatmap: 0.2116, s0.loss_cls: 0.4228, s0.acc: 87.7422, s0.loss_bbox: 0.1493, s1.loss_cls: 0.3771, s1.acc: 88.8873, s1.loss_bbox: 0.2472, s2.loss_cls: 0.3161, s2.acc: 90.1400, s2.loss_bbox: 0.1865, loss: 2.2524, grad_norm: 3.2062
2021-08-10 06:09:40,659 - mmdet - INFO - Epoch [1][3700/7330] lr: 2.000e-02, eta: 21:32:57, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3412, loss_centernet_heatmap: 0.2109, s0.loss_cls: 0.4255, s0.acc: 87.7083, s0.loss_bbox: 0.1497, s1.loss_cls: 0.3842, s1.acc: 88.5119, s1.loss_bbox: 0.2461, s2.loss_cls: 0.3210, s2.acc: 90.1355, s2.loss_bbox: 0.1941, loss: 2.2727, grad_norm: 3.3719
2021-08-10 06:10:18,677 - mmdet - INFO - Epoch [1][3750/7330] lr: 2.000e-02, eta: 21:31:47, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3413, loss_centernet_heatmap: 0.2105, s0.loss_cls: 0.4175, s0.acc: 87.8369, s0.loss_bbox: 0.1488, s1.loss_cls: 0.3819, s1.acc: 88.6286, s1.loss_bbox: 0.2476, s2.loss_cls: 0.3181, s2.acc: 90.2832, s2.loss_bbox: 0.1935, loss: 2.2592, grad_norm: 3.1247
2021-08-10 06:10:56,303 - mmdet - INFO - Epoch [1][3800/7330] lr: 2.000e-02, eta: 21:30:26, time: 0.752, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3453, loss_centernet_heatmap: 0.2070, s0.loss_cls: 0.4228, s0.acc: 87.4609, s0.loss_bbox: 0.1535, s1.loss_cls: 0.3821, s1.acc: 88.4911, s1.loss_bbox: 0.2517, s2.loss_cls: 0.3255, s2.acc: 90.1692, s2.loss_bbox: 0.1974, loss: 2.2853, grad_norm: 3.2001
2021-08-10 06:11:34,039 - mmdet - INFO - Epoch [1][3850/7330] lr: 2.000e-02, eta: 21:29:10, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3415, loss_centernet_heatmap: 0.2082, s0.loss_cls: 0.4057, s0.acc: 87.8662, s0.loss_bbox: 0.1479, s1.loss_cls: 0.3695, s1.acc: 88.7818, s1.loss_bbox: 0.2424, s2.loss_cls: 0.3153, s2.acc: 90.2133, s2.loss_bbox: 0.1975, loss: 2.2281, grad_norm: 3.2277
2021-08-10 06:12:11,545 - mmdet - INFO - Epoch [1][3900/7330] lr: 2.000e-02, eta: 21:27:49, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3432, loss_centernet_heatmap: 0.2101, s0.loss_cls: 0.4229, s0.acc: 87.8843, s0.loss_bbox: 0.1464, s1.loss_cls: 0.3799, s1.acc: 88.8568, s1.loss_bbox: 0.2439, s2.loss_cls: 0.3211, s2.acc: 90.3295, s2.loss_bbox: 0.1959, loss: 2.2633, grad_norm: 3.1628
2021-08-10 06:12:49,204 - mmdet - INFO - Epoch [1][3950/7330] lr: 2.000e-02, eta: 21:26:33, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3413, loss_centernet_heatmap: 0.2123, s0.loss_cls: 0.4158, s0.acc: 88.0984, s0.loss_bbox: 0.1446, s1.loss_cls: 0.3720, s1.acc: 89.1537, s1.loss_bbox: 0.2384, s2.loss_cls: 0.3109, s2.acc: 90.7033, s2.loss_bbox: 0.1970, loss: 2.2323, grad_norm: 3.2563
2021-08-10 06:13:26,778 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 06:13:26,778 - mmdet - INFO - Epoch [1][4000/7330] lr: 2.000e-02, eta: 21:25:16, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3472, loss_centernet_heatmap: 0.2136, s0.loss_cls: 0.4358, s0.acc: 87.1523, s0.loss_bbox: 0.1511, s1.loss_cls: 0.3962, s1.acc: 88.1741, s1.loss_bbox: 0.2481, s2.loss_cls: 0.3271, s2.acc: 90.2020, s2.loss_bbox: 0.1960, loss: 2.3150, grad_norm: 3.3022
2021-08-10 06:14:04,396 - mmdet - INFO - Epoch [1][4050/7330] lr: 2.000e-02, eta: 21:24:01, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3430, loss_centernet_heatmap: 0.2121, s0.loss_cls: 0.4040, s0.acc: 88.1423, s0.loss_bbox: 0.1500, s1.loss_cls: 0.3671, s1.acc: 88.9971, s1.loss_bbox: 0.2500, s2.loss_cls: 0.3131, s2.acc: 90.1935, s2.loss_bbox: 0.1965, loss: 2.2358, grad_norm: 3.1900
2021-08-10 06:14:42,418 - mmdet - INFO - Epoch [1][4100/7330] lr: 2.000e-02, eta: 21:22:57, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3401, loss_centernet_heatmap: 0.2118, s0.loss_cls: 0.4310, s0.acc: 87.5386, s0.loss_bbox: 0.1497, s1.loss_cls: 0.3905, s1.acc: 88.4731, s1.loss_bbox: 0.2507, s2.loss_cls: 0.3295, s2.acc: 89.8382, s2.loss_bbox: 0.1980, loss: 2.3013, grad_norm: 3.1703
2021-08-10 06:15:20,217 - mmdet - INFO - Epoch [1][4150/7330] lr: 2.000e-02, eta: 21:21:47, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3473, loss_centernet_heatmap: 0.2103, s0.loss_cls: 0.4178, s0.acc: 87.5085, s0.loss_bbox: 0.1481, s1.loss_cls: 0.3844, s1.acc: 88.5611, s1.loss_bbox: 0.2455, s2.loss_cls: 0.3273, s2.acc: 89.8774, s2.loss_bbox: 0.1914, loss: 2.2721, grad_norm: 3.2139
2021-08-10 06:15:58,181 - mmdet - INFO - Epoch [1][4200/7330] lr: 2.000e-02, eta: 21:20:43, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3392, loss_centernet_heatmap: 0.2080, s0.loss_cls: 0.4111, s0.acc: 87.8481, s0.loss_bbox: 0.1516, s1.loss_cls: 0.3731, s1.acc: 88.8048, s1.loss_bbox: 0.2463, s2.loss_cls: 0.3153, s2.acc: 90.3972, s2.loss_bbox: 0.1963, loss: 2.2411, grad_norm: 3.1428
2021-08-10 06:16:35,902 - mmdet - INFO - Epoch [1][4250/7330] lr: 2.000e-02, eta: 21:19:33, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3498, loss_centernet_heatmap: 0.2060, s0.loss_cls: 0.4220, s0.acc: 87.3350, s0.loss_bbox: 0.1545, s1.loss_cls: 0.3848, s1.acc: 88.2882, s1.loss_bbox: 0.2544, s2.loss_cls: 0.3285, s2.acc: 89.6485, s2.loss_bbox: 0.2022, loss: 2.3023, grad_norm: 3.1980
2021-08-10 06:17:13,771 - mmdet - INFO - Epoch [1][4300/7330] lr: 2.000e-02, eta: 21:18:28, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3422, loss_centernet_heatmap: 0.2079, s0.loss_cls: 0.4218, s0.acc: 87.6121, s0.loss_bbox: 0.1548, s1.loss_cls: 0.3834, s1.acc: 88.5154, s1.loss_bbox: 0.2453, s2.loss_cls: 0.3160, s2.acc: 90.3516, s2.loss_bbox: 0.1955, loss: 2.2669, grad_norm: 3.1532
2021-08-10 06:17:51,711 - mmdet - INFO - Epoch [1][4350/7330] lr: 2.000e-02, eta: 21:17:25, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3411, loss_centernet_heatmap: 0.2065, s0.loss_cls: 0.4103, s0.acc: 87.5999, s0.loss_bbox: 0.1520, s1.loss_cls: 0.3738, s1.acc: 88.5242, s1.loss_bbox: 0.2520, s2.loss_cls: 0.3177, s2.acc: 89.9942, s2.loss_bbox: 0.2002, loss: 2.2534, grad_norm: 3.1445
2021-08-10 06:18:29,462 - mmdet - INFO - Epoch [1][4400/7330] lr: 2.000e-02, eta: 21:16:18, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3344, loss_centernet_heatmap: 0.2048, s0.loss_cls: 0.4180, s0.acc: 87.8159, s0.loss_bbox: 0.1468, s1.loss_cls: 0.3835, s1.acc: 88.5589, s1.loss_bbox: 0.2496, s2.loss_cls: 0.3244, s2.acc: 89.8552, s2.loss_bbox: 0.2066, loss: 2.2681, grad_norm: 3.2471
2021-08-10 06:19:07,347 - mmdet - INFO - Epoch [1][4450/7330] lr: 2.000e-02, eta: 21:15:15, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3412, loss_centernet_heatmap: 0.2099, s0.loss_cls: 0.4132, s0.acc: 87.7229, s0.loss_bbox: 0.1513, s1.loss_cls: 0.3812, s1.acc: 88.5038, s1.loss_bbox: 0.2507, s2.loss_cls: 0.3155, s2.acc: 90.2699, s2.loss_bbox: 0.1990, loss: 2.2622, grad_norm: 3.1746
2021-08-10 06:19:44,857 - mmdet - INFO - Epoch [1][4500/7330] lr: 2.000e-02, eta: 21:14:04, time: 0.750, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3354, loss_centernet_heatmap: 0.2052, s0.loss_cls: 0.4174, s0.acc: 87.7290, s0.loss_bbox: 0.1486, s1.loss_cls: 0.3844, s1.acc: 88.5088, s1.loss_bbox: 0.2485, s2.loss_cls: 0.3253, s2.acc: 89.7433, s2.loss_bbox: 0.1946, loss: 2.2593, grad_norm: 3.2548
2021-08-10 06:20:22,742 - mmdet - INFO - Epoch [1][4550/7330] lr: 2.000e-02, eta: 21:13:02, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3381, loss_centernet_heatmap: 0.2082, s0.loss_cls: 0.4347, s0.acc: 87.5488, s0.loss_bbox: 0.1458, s1.loss_cls: 0.3960, s1.acc: 88.5779, s1.loss_bbox: 0.2448, s2.loss_cls: 0.3331, s2.acc: 89.9962, s2.loss_bbox: 0.1959, loss: 2.2966, grad_norm: 3.1126
2021-08-10 06:21:00,356 - mmdet - INFO - Epoch [1][4600/7330] lr: 2.000e-02, eta: 21:11:55, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3388, loss_centernet_heatmap: 0.2071, s0.loss_cls: 0.4258, s0.acc: 87.8218, s0.loss_bbox: 0.1523, s1.loss_cls: 0.3873, s1.acc: 88.7324, s1.loss_bbox: 0.2525, s2.loss_cls: 0.3300, s2.acc: 90.0719, s2.loss_bbox: 0.1979, loss: 2.2917, grad_norm: 3.1035
2021-08-10 06:21:38,324 - mmdet - INFO - Epoch [1][4650/7330] lr: 2.000e-02, eta: 21:10:55, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3378, loss_centernet_heatmap: 0.2078, s0.loss_cls: 0.4068, s0.acc: 87.9780, s0.loss_bbox: 0.1506, s1.loss_cls: 0.3730, s1.acc: 88.7133, s1.loss_bbox: 0.2517, s2.loss_cls: 0.3197, s2.acc: 90.0306, s2.loss_bbox: 0.2062, loss: 2.2536, grad_norm: 3.2250
2021-08-10 06:22:16,360 - mmdet - INFO - Epoch [1][4700/7330] lr: 2.000e-02, eta: 21:09:58, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3316, loss_centernet_heatmap: 0.2148, s0.loss_cls: 0.4104, s0.acc: 88.0176, s0.loss_bbox: 0.1437, s1.loss_cls: 0.3786, s1.acc: 88.7987, s1.loss_bbox: 0.2400, s2.loss_cls: 0.3213, s2.acc: 90.3331, s2.loss_bbox: 0.1963, loss: 2.2368, grad_norm: 3.2616
2021-08-10 06:22:54,244 - mmdet - INFO - Epoch [1][4750/7330] lr: 2.000e-02, eta: 21:08:58, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3324, loss_centernet_heatmap: 0.2054, s0.loss_cls: 0.4149, s0.acc: 87.8442, s0.loss_bbox: 0.1456, s1.loss_cls: 0.3812, s1.acc: 88.6000, s1.loss_bbox: 0.2498, s2.loss_cls: 0.3269, s2.acc: 89.8600, s2.loss_bbox: 0.2003, loss: 2.2566, grad_norm: 3.1399
2021-08-10 06:23:32,065 - mmdet - INFO - Epoch [1][4800/7330] lr: 2.000e-02, eta: 21:07:57, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3361, loss_centernet_heatmap: 0.2102, s0.loss_cls: 0.4129, s0.acc: 87.9038, s0.loss_bbox: 0.1486, s1.loss_cls: 0.3851, s1.acc: 88.6066, s1.loss_bbox: 0.2424, s2.loss_cls: 0.3315, s2.acc: 89.8899, s2.loss_bbox: 0.1990, loss: 2.2659, grad_norm: 3.2930
2021-08-10 06:24:09,994 - mmdet - INFO - Epoch [1][4850/7330] lr: 2.000e-02, eta: 21:06:59, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3382, loss_centernet_heatmap: 0.2051, s0.loss_cls: 0.4140, s0.acc: 87.7998, s0.loss_bbox: 0.1492, s1.loss_cls: 0.3794, s1.acc: 88.7944, s1.loss_bbox: 0.2490, s2.loss_cls: 0.3213, s2.acc: 90.1342, s2.loss_bbox: 0.2004, loss: 2.2565, grad_norm: 3.1412
2021-08-10 06:24:47,799 - mmdet - INFO - Epoch [1][4900/7330] lr: 2.000e-02, eta: 21:05:59, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3385, loss_centernet_heatmap: 0.2046, s0.loss_cls: 0.4278, s0.acc: 87.3706, s0.loss_bbox: 0.1505, s1.loss_cls: 0.3938, s1.acc: 88.1215, s1.loss_bbox: 0.2500, s2.loss_cls: 0.3377, s2.acc: 89.4890, s2.loss_bbox: 0.2065, loss: 2.3093, grad_norm: 3.2701
2021-08-10 06:25:26,032 - mmdet - INFO - Epoch [1][4950/7330] lr: 2.000e-02, eta: 21:05:07, time: 0.764, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3444, loss_centernet_heatmap: 0.2043, s0.loss_cls: 0.4191, s0.acc: 87.8176, s0.loss_bbox: 0.1470, s1.loss_cls: 0.3850, s1.acc: 88.6827, s1.loss_bbox: 0.2422, s2.loss_cls: 0.3293, s2.acc: 89.9834, s2.loss_bbox: 0.1995, loss: 2.2709, grad_norm: 3.1187
2021-08-10 06:26:03,541 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 06:26:03,542 - mmdet - INFO - Epoch [1][5000/7330] lr: 2.000e-02, eta: 21:04:02, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3373, loss_centernet_heatmap: 0.2049, s0.loss_cls: 0.4286, s0.acc: 87.4949, s0.loss_bbox: 0.1504, s1.loss_cls: 0.3887, s1.acc: 88.6292, s1.loss_bbox: 0.2516, s2.loss_cls: 0.3297, s2.acc: 89.8450, s2.loss_bbox: 0.2048, loss: 2.2960, grad_norm: 3.3192
2021-08-10 06:26:41,451 - mmdet - INFO - Epoch [1][5050/7330] lr: 2.000e-02, eta: 21:03:05, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3315, loss_centernet_heatmap: 0.2039, s0.loss_cls: 0.4099, s0.acc: 87.6895, s0.loss_bbox: 0.1514, s1.loss_cls: 0.3707, s1.acc: 88.6566, s1.loss_bbox: 0.2516, s2.loss_cls: 0.3179, s2.acc: 90.0021, s2.loss_bbox: 0.1939, loss: 2.2307, grad_norm: 3.0646
2021-08-10 06:27:19,325 - mmdet - INFO - Epoch [1][5100/7330] lr: 2.000e-02, eta: 21:02:08, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3325, loss_centernet_heatmap: 0.2030, s0.loss_cls: 0.4034, s0.acc: 88.0825, s0.loss_bbox: 0.1445, s1.loss_cls: 0.3630, s1.acc: 89.1640, s1.loss_bbox: 0.2442, s2.loss_cls: 0.3103, s2.acc: 90.4779, s2.loss_bbox: 0.2072, loss: 2.2081, grad_norm: 3.1352
2021-08-10 06:27:57,238 - mmdet - INFO - Epoch [1][5150/7330] lr: 2.000e-02, eta: 21:01:12, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3370, loss_centernet_heatmap: 0.2049, s0.loss_cls: 0.4099, s0.acc: 87.8567, s0.loss_bbox: 0.1498, s1.loss_cls: 0.3780, s1.acc: 88.5983, s1.loss_bbox: 0.2555, s2.loss_cls: 0.3234, s2.acc: 90.0057, s2.loss_bbox: 0.2027, loss: 2.2611, grad_norm: 3.0951
2021-08-10 06:28:35,277 - mmdet - INFO - Epoch [1][5200/7330] lr: 2.000e-02, eta: 21:00:18, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3372, loss_centernet_heatmap: 0.2042, s0.loss_cls: 0.4155, s0.acc: 87.6099, s0.loss_bbox: 0.1529, s1.loss_cls: 0.3817, s1.acc: 88.4907, s1.loss_bbox: 0.2560, s2.loss_cls: 0.3264, s2.acc: 89.8461, s2.loss_bbox: 0.2062, loss: 2.2802, grad_norm: 3.2551
2021-08-10 06:29:12,715 - mmdet - INFO - Epoch [1][5250/7330] lr: 2.000e-02, eta: 20:59:14, time: 0.749, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3299, loss_centernet_heatmap: 0.2092, s0.loss_cls: 0.4199, s0.acc: 87.6475, s0.loss_bbox: 0.1504, s1.loss_cls: 0.3843, s1.acc: 88.4791, s1.loss_bbox: 0.2555, s2.loss_cls: 0.3251, s2.acc: 89.8144, s2.loss_bbox: 0.2039, loss: 2.2782, grad_norm: 3.3273
2021-08-10 06:29:50,251 - mmdet - INFO - Epoch [1][5300/7330] lr: 2.000e-02, eta: 20:58:12, time: 0.751, data_time: 0.021, memory: 6412, loss_centernet_loc: 0.3336, loss_centernet_heatmap: 0.2025, s0.loss_cls: 0.4040, s0.acc: 87.6255, s0.loss_bbox: 0.1505, s1.loss_cls: 0.3727, s1.acc: 88.4416, s1.loss_bbox: 0.2402, s2.loss_cls: 0.3156, s2.acc: 90.2205, s2.loss_bbox: 0.1977, loss: 2.2168, grad_norm: 3.2286
2021-08-10 06:30:27,522 - mmdet - INFO - Epoch [1][5350/7330] lr: 2.000e-02, eta: 20:57:06, time: 0.746, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3355, loss_centernet_heatmap: 0.2058, s0.loss_cls: 0.4081, s0.acc: 87.9988, s0.loss_bbox: 0.1505, s1.loss_cls: 0.3778, s1.acc: 88.6811, s1.loss_bbox: 0.2495, s2.loss_cls: 0.3167, s2.acc: 90.0894, s2.loss_bbox: 0.1890, loss: 2.2327, grad_norm: 3.1461
2021-08-10 06:31:05,014 - mmdet - INFO - Epoch [1][5400/7330] lr: 2.000e-02, eta: 20:56:04, time: 0.749, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3348, loss_centernet_heatmap: 0.2037, s0.loss_cls: 0.4162, s0.acc: 87.5957, s0.loss_bbox: 0.1489, s1.loss_cls: 0.3830, s1.acc: 88.4190, s1.loss_bbox: 0.2466, s2.loss_cls: 0.3231, s2.acc: 89.8301, s2.loss_bbox: 0.1916, loss: 2.2479, grad_norm: 3.0689
2021-08-10 06:31:42,673 - mmdet - INFO - Epoch [1][5450/7330] lr: 2.000e-02, eta: 20:55:06, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3284, loss_centernet_heatmap: 0.2051, s0.loss_cls: 0.4279, s0.acc: 87.4573, s0.loss_bbox: 0.1475, s1.loss_cls: 0.3918, s1.acc: 88.4072, s1.loss_bbox: 0.2474, s2.loss_cls: 0.3368, s2.acc: 89.6855, s2.loss_bbox: 0.1971, loss: 2.2820, grad_norm: 3.1440
2021-08-10 06:32:20,461 - mmdet - INFO - Epoch [1][5500/7330] lr: 2.000e-02, eta: 20:54:10, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3419, loss_centernet_heatmap: 0.2064, s0.loss_cls: 0.4237, s0.acc: 87.5281, s0.loss_bbox: 0.1519, s1.loss_cls: 0.3858, s1.acc: 88.3702, s1.loss_bbox: 0.2485, s2.loss_cls: 0.3292, s2.acc: 89.8803, s2.loss_bbox: 0.2007, loss: 2.2881, grad_norm: 3.1735
2021-08-10 06:32:58,459 - mmdet - INFO - Epoch [1][5550/7330] lr: 2.000e-02, eta: 20:53:18, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3203, loss_centernet_heatmap: 0.2064, s0.loss_cls: 0.4160, s0.acc: 87.7134, s0.loss_bbox: 0.1438, s1.loss_cls: 0.3849, s1.acc: 88.4757, s1.loss_bbox: 0.2455, s2.loss_cls: 0.3317, s2.acc: 89.9271, s2.loss_bbox: 0.1988, loss: 2.2475, grad_norm: 3.1893
2021-08-10 06:33:36,407 - mmdet - INFO - Epoch [1][5600/7330] lr: 2.000e-02, eta: 20:52:26, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3403, loss_centernet_heatmap: 0.2032, s0.loss_cls: 0.4390, s0.acc: 86.9695, s0.loss_bbox: 0.1585, s1.loss_cls: 0.4011, s1.acc: 87.9764, s1.loss_bbox: 0.2576, s2.loss_cls: 0.3396, s2.acc: 89.7168, s2.loss_bbox: 0.2017, loss: 2.3411, grad_norm: 3.1533
2021-08-10 06:34:14,022 - mmdet - INFO - Epoch [1][5650/7330] lr: 2.000e-02, eta: 20:51:28, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3228, loss_centernet_heatmap: 0.1987, s0.loss_cls: 0.3962, s0.acc: 88.1646, s0.loss_bbox: 0.1446, s1.loss_cls: 0.3663, s1.acc: 88.7832, s1.loss_bbox: 0.2477, s2.loss_cls: 0.3167, s2.acc: 90.1035, s2.loss_bbox: 0.2055, loss: 2.1987, grad_norm: 3.0907
2021-08-10 06:34:51,765 - mmdet - INFO - Epoch [1][5700/7330] lr: 2.000e-02, eta: 20:50:33, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3298, loss_centernet_heatmap: 0.2033, s0.loss_cls: 0.4165, s0.acc: 87.7410, s0.loss_bbox: 0.1457, s1.loss_cls: 0.3852, s1.acc: 88.4677, s1.loss_bbox: 0.2449, s2.loss_cls: 0.3313, s2.acc: 89.8451, s2.loss_bbox: 0.1969, loss: 2.2535, grad_norm: 3.1139
2021-08-10 06:35:29,578 - mmdet - INFO - Epoch [1][5750/7330] lr: 2.000e-02, eta: 20:49:39, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3348, loss_centernet_heatmap: 0.2046, s0.loss_cls: 0.4051, s0.acc: 87.8486, s0.loss_bbox: 0.1448, s1.loss_cls: 0.3706, s1.acc: 88.5777, s1.loss_bbox: 0.2400, s2.loss_cls: 0.3234, s2.acc: 89.6238, s2.loss_bbox: 0.1968, loss: 2.2201, grad_norm: 3.0529
2021-08-10 06:36:07,352 - mmdet - INFO - Epoch [1][5800/7330] lr: 2.000e-02, eta: 20:48:45, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3332, loss_centernet_heatmap: 0.2023, s0.loss_cls: 0.4027, s0.acc: 87.9756, s0.loss_bbox: 0.1477, s1.loss_cls: 0.3707, s1.acc: 88.7378, s1.loss_bbox: 0.2504, s2.loss_cls: 0.3189, s2.acc: 89.9744, s2.loss_bbox: 0.2069, loss: 2.2327, grad_norm: 3.1923
2021-08-10 06:36:45,133 - mmdet - INFO - Epoch [1][5850/7330] lr: 2.000e-02, eta: 20:47:51, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3229, loss_centernet_heatmap: 0.2024, s0.loss_cls: 0.4064, s0.acc: 88.0449, s0.loss_bbox: 0.1474, s1.loss_cls: 0.3753, s1.acc: 88.7823, s1.loss_bbox: 0.2493, s2.loss_cls: 0.3235, s2.acc: 89.9084, s2.loss_bbox: 0.1998, loss: 2.2270, grad_norm: 3.1719
2021-08-10 06:37:23,172 - mmdet - INFO - Epoch [1][5900/7330] lr: 2.000e-02, eta: 20:47:01, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3285, loss_centernet_heatmap: 0.2061, s0.loss_cls: 0.3990, s0.acc: 87.9465, s0.loss_bbox: 0.1444, s1.loss_cls: 0.3624, s1.acc: 88.9125, s1.loss_bbox: 0.2413, s2.loss_cls: 0.3091, s2.acc: 90.5150, s2.loss_bbox: 0.1952, loss: 2.1860, grad_norm: 2.9735
2021-08-10 06:38:00,772 - mmdet - INFO - Epoch [1][5950/7330] lr: 2.000e-02, eta: 20:46:05, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3309, loss_centernet_heatmap: 0.2043, s0.loss_cls: 0.4260, s0.acc: 87.6648, s0.loss_bbox: 0.1466, s1.loss_cls: 0.3817, s1.acc: 88.8305, s1.loss_bbox: 0.2495, s2.loss_cls: 0.3243, s2.acc: 90.1139, s2.loss_bbox: 0.2047, loss: 2.2680, grad_norm: 3.1493
2021-08-10 06:38:38,737 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 06:38:38,737 - mmdet - INFO - Epoch [1][6000/7330] lr: 2.000e-02, eta: 20:45:15, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3302, loss_centernet_heatmap: 0.2025, s0.loss_cls: 0.4070, s0.acc: 87.7656, s0.loss_bbox: 0.1496, s1.loss_cls: 0.3715, s1.acc: 88.6596, s1.loss_bbox: 0.2506, s2.loss_cls: 0.3131, s2.acc: 90.0395, s2.loss_bbox: 0.2018, loss: 2.2262, grad_norm: 3.0894
2021-08-10 06:39:16,713 - mmdet - INFO - Epoch [1][6050/7330] lr: 2.000e-02, eta: 20:44:26, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3254, loss_centernet_heatmap: 0.2041, s0.loss_cls: 0.3903, s0.acc: 88.2837, s0.loss_bbox: 0.1447, s1.loss_cls: 0.3565, s1.acc: 89.1143, s1.loss_bbox: 0.2462, s2.loss_cls: 0.3097, s2.acc: 90.2476, s2.loss_bbox: 0.2076, loss: 2.1846, grad_norm: 3.0793
2021-08-10 06:39:54,966 - mmdet - INFO - Epoch [1][6100/7330] lr: 2.000e-02, eta: 20:43:41, time: 0.765, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3256, loss_centernet_heatmap: 0.1995, s0.loss_cls: 0.3984, s0.acc: 88.1475, s0.loss_bbox: 0.1458, s1.loss_cls: 0.3624, s1.acc: 88.9679, s1.loss_bbox: 0.2450, s2.loss_cls: 0.3129, s2.acc: 90.0342, s2.loss_bbox: 0.1963, loss: 2.1860, grad_norm: 3.1002
2021-08-10 06:40:32,720 - mmdet - INFO - Epoch [1][6150/7330] lr: 2.000e-02, eta: 20:42:48, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3333, loss_centernet_heatmap: 0.2013, s0.loss_cls: 0.4164, s0.acc: 87.7009, s0.loss_bbox: 0.1450, s1.loss_cls: 0.3798, s1.acc: 88.6549, s1.loss_bbox: 0.2504, s2.loss_cls: 0.3265, s2.acc: 89.8718, s2.loss_bbox: 0.2063, loss: 2.2589, grad_norm: 3.1515
2021-08-10 06:41:10,462 - mmdet - INFO - Epoch [1][6200/7330] lr: 2.000e-02, eta: 20:41:55, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3213, loss_centernet_heatmap: 0.2024, s0.loss_cls: 0.4035, s0.acc: 87.9658, s0.loss_bbox: 0.1410, s1.loss_cls: 0.3687, s1.acc: 88.9907, s1.loss_bbox: 0.2390, s2.loss_cls: 0.3126, s2.acc: 90.3733, s2.loss_bbox: 0.1975, loss: 2.1860, grad_norm: 3.0513
2021-08-10 06:41:48,159 - mmdet - INFO - Epoch [1][6250/7330] lr: 2.000e-02, eta: 20:41:02, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3287, loss_centernet_heatmap: 0.1999, s0.loss_cls: 0.4124, s0.acc: 87.5063, s0.loss_bbox: 0.1444, s1.loss_cls: 0.3799, s1.acc: 88.4196, s1.loss_bbox: 0.2486, s2.loss_cls: 0.3281, s2.acc: 89.6926, s2.loss_bbox: 0.1990, loss: 2.2410, grad_norm: 3.0714
2021-08-10 06:42:26,389 - mmdet - INFO - Epoch [1][6300/7330] lr: 2.000e-02, eta: 20:40:17, time: 0.765, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3229, loss_centernet_heatmap: 0.2005, s0.loss_cls: 0.3972, s0.acc: 87.9346, s0.loss_bbox: 0.1457, s1.loss_cls: 0.3683, s1.acc: 88.7221, s1.loss_bbox: 0.2465, s2.loss_cls: 0.3154, s2.acc: 90.1716, s2.loss_bbox: 0.2073, loss: 2.2039, grad_norm: 3.1103
2021-08-10 06:43:04,033 - mmdet - INFO - Epoch [1][6350/7330] lr: 2.000e-02, eta: 20:39:23, time: 0.753, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3225, loss_centernet_heatmap: 0.2010, s0.loss_cls: 0.4055, s0.acc: 87.8396, s0.loss_bbox: 0.1431, s1.loss_cls: 0.3686, s1.acc: 88.7548, s1.loss_bbox: 0.2438, s2.loss_cls: 0.3167, s2.acc: 90.1691, s2.loss_bbox: 0.1971, loss: 2.1984, grad_norm: 3.0113
2021-08-10 06:43:41,657 - mmdet - INFO - Epoch [1][6400/7330] lr: 2.000e-02, eta: 20:38:29, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3260, loss_centernet_heatmap: 0.1952, s0.loss_cls: 0.3863, s0.acc: 88.3933, s0.loss_bbox: 0.1437, s1.loss_cls: 0.3541, s1.acc: 89.2207, s1.loss_bbox: 0.2458, s2.loss_cls: 0.3048, s2.acc: 90.2452, s2.loss_bbox: 0.2043, loss: 2.1602, grad_norm: 3.1775
2021-08-10 06:44:19,677 - mmdet - INFO - Epoch [1][6450/7330] lr: 2.000e-02, eta: 20:37:42, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3273, loss_centernet_heatmap: 0.2022, s0.loss_cls: 0.4124, s0.acc: 87.7224, s0.loss_bbox: 0.1484, s1.loss_cls: 0.3724, s1.acc: 88.7263, s1.loss_bbox: 0.2537, s2.loss_cls: 0.3235, s2.acc: 89.8702, s2.loss_bbox: 0.2044, loss: 2.2443, grad_norm: 3.1730
2021-08-10 06:44:57,661 - mmdet - INFO - Epoch [1][6500/7330] lr: 2.000e-02, eta: 20:36:54, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3288, loss_centernet_heatmap: 0.2021, s0.loss_cls: 0.4034, s0.acc: 87.9502, s0.loss_bbox: 0.1450, s1.loss_cls: 0.3720, s1.acc: 88.7480, s1.loss_bbox: 0.2441, s2.loss_cls: 0.3190, s2.acc: 89.8821, s2.loss_bbox: 0.1968, loss: 2.2113, grad_norm: 3.1720
2021-08-10 06:45:35,357 - mmdet - INFO - Epoch [1][6550/7330] lr: 2.000e-02, eta: 20:36:02, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3234, loss_centernet_heatmap: 0.1992, s0.loss_cls: 0.4055, s0.acc: 87.8838, s0.loss_bbox: 0.1459, s1.loss_cls: 0.3783, s1.acc: 88.4578, s1.loss_bbox: 0.2470, s2.loss_cls: 0.3270, s2.acc: 89.5687, s2.loss_bbox: 0.2009, loss: 2.2272, grad_norm: 3.0317
2021-08-10 06:46:13,132 - mmdet - INFO - Epoch [1][6600/7330] lr: 2.000e-02, eta: 20:35:12, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3196, loss_centernet_heatmap: 0.2018, s0.loss_cls: 0.3981, s0.acc: 88.1687, s0.loss_bbox: 0.1448, s1.loss_cls: 0.3703, s1.acc: 88.7686, s1.loss_bbox: 0.2497, s2.loss_cls: 0.3190, s2.acc: 89.8911, s2.loss_bbox: 0.2048, loss: 2.2082, grad_norm: 3.1513
2021-08-10 06:46:50,903 - mmdet - INFO - Epoch [1][6650/7330] lr: 2.000e-02, eta: 20:34:21, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3224, loss_centernet_heatmap: 0.1991, s0.loss_cls: 0.4033, s0.acc: 87.8179, s0.loss_bbox: 0.1456, s1.loss_cls: 0.3745, s1.acc: 88.5408, s1.loss_bbox: 0.2504, s2.loss_cls: 0.3213, s2.acc: 89.8057, s2.loss_bbox: 0.2097, loss: 2.2264, grad_norm: 3.1593
2021-08-10 06:47:28,673 - mmdet - INFO - Epoch [1][6700/7330] lr: 2.000e-02, eta: 20:33:31, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3349, loss_centernet_heatmap: 0.2089, s0.loss_cls: 0.3988, s0.acc: 88.1411, s0.loss_bbox: 0.1445, s1.loss_cls: 0.3636, s1.acc: 88.9335, s1.loss_bbox: 0.2432, s2.loss_cls: 0.3077, s2.acc: 90.0897, s2.loss_bbox: 0.1959, loss: 2.1974, grad_norm: 3.1614
2021-08-10 06:48:06,189 - mmdet - INFO - Epoch [1][6750/7330] lr: 2.000e-02, eta: 20:32:37, time: 0.750, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3231, loss_centernet_heatmap: 0.1994, s0.loss_cls: 0.4121, s0.acc: 87.6792, s0.loss_bbox: 0.1434, s1.loss_cls: 0.3735, s1.acc: 88.6279, s1.loss_bbox: 0.2476, s2.loss_cls: 0.3219, s2.acc: 89.8194, s2.loss_bbox: 0.2040, loss: 2.2248, grad_norm: 3.0723
2021-08-10 06:48:43,995 - mmdet - INFO - Epoch [1][6800/7330] lr: 2.000e-02, eta: 20:31:48, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3187, loss_centernet_heatmap: 0.1960, s0.loss_cls: 0.4059, s0.acc: 87.5295, s0.loss_bbox: 0.1441, s1.loss_cls: 0.3767, s1.acc: 88.3731, s1.loss_bbox: 0.2486, s2.loss_cls: 0.3258, s2.acc: 89.8513, s2.loss_bbox: 0.2090, loss: 2.2249, grad_norm: 3.1258
2021-08-10 06:49:21,699 - mmdet - INFO - Epoch [1][6850/7330] lr: 2.000e-02, eta: 20:30:57, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3250, loss_centernet_heatmap: 0.1960, s0.loss_cls: 0.4052, s0.acc: 87.9106, s0.loss_bbox: 0.1418, s1.loss_cls: 0.3736, s1.acc: 88.6947, s1.loss_bbox: 0.2469, s2.loss_cls: 0.3221, s2.acc: 89.7803, s2.loss_bbox: 0.2023, loss: 2.2130, grad_norm: 2.9825
2021-08-10 06:49:59,391 - mmdet - INFO - Epoch [1][6900/7330] lr: 2.000e-02, eta: 20:30:07, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3246, loss_centernet_heatmap: 0.1967, s0.loss_cls: 0.4057, s0.acc: 87.8445, s0.loss_bbox: 0.1454, s1.loss_cls: 0.3764, s1.acc: 88.5744, s1.loss_bbox: 0.2465, s2.loss_cls: 0.3204, s2.acc: 89.7630, s2.loss_bbox: 0.1980, loss: 2.2137, grad_norm: 3.0869
2021-08-10 06:50:37,096 - mmdet - INFO - Epoch [1][6950/7330] lr: 2.000e-02, eta: 20:29:16, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3241, loss_centernet_heatmap: 0.2037, s0.loss_cls: 0.3753, s0.acc: 88.6270, s0.loss_bbox: 0.1416, s1.loss_cls: 0.3501, s1.acc: 89.1861, s1.loss_bbox: 0.2414, s2.loss_cls: 0.3071, s2.acc: 90.2945, s2.loss_bbox: 0.2076, loss: 2.1509, grad_norm: 3.1432
2021-08-10 06:51:15,429 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 06:51:15,429 - mmdet - INFO - Epoch [1][7000/7330] lr: 2.000e-02, eta: 20:28:35, time: 0.767, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3288, loss_centernet_heatmap: 0.1966, s0.loss_cls: 0.4075, s0.acc: 87.5876, s0.loss_bbox: 0.1493, s1.loss_cls: 0.3745, s1.acc: 88.4792, s1.loss_bbox: 0.2504, s2.loss_cls: 0.3293, s2.acc: 89.7219, s2.loss_bbox: 0.2088, loss: 2.2451, grad_norm: 3.1264
2021-08-10 06:51:53,544 - mmdet - INFO - Epoch [1][7050/7330] lr: 2.000e-02, eta: 20:27:51, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3206, loss_centernet_heatmap: 0.1958, s0.loss_cls: 0.4026, s0.acc: 87.7622, s0.loss_bbox: 0.1429, s1.loss_cls: 0.3638, s1.acc: 88.7221, s1.loss_bbox: 0.2442, s2.loss_cls: 0.3164, s2.acc: 89.8542, s2.loss_bbox: 0.2059, loss: 2.1922, grad_norm: 3.1078
2021-08-10 06:52:31,516 - mmdet - INFO - Epoch [1][7100/7330] lr: 2.000e-02, eta: 20:27:04, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3170, loss_centernet_heatmap: 0.1956, s0.loss_cls: 0.3924, s0.acc: 88.1340, s0.loss_bbox: 0.1393, s1.loss_cls: 0.3621, s1.acc: 89.0709, s1.loss_bbox: 0.2446, s2.loss_cls: 0.3180, s2.acc: 89.9926, s2.loss_bbox: 0.2057, loss: 2.1747, grad_norm: 3.0456
2021-08-10 06:53:09,544 - mmdet - INFO - Epoch [1][7150/7330] lr: 2.000e-02, eta: 20:26:19, time: 0.761, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3177, loss_centernet_heatmap: 0.1990, s0.loss_cls: 0.3918, s0.acc: 88.4768, s0.loss_bbox: 0.1365, s1.loss_cls: 0.3574, s1.acc: 89.3070, s1.loss_bbox: 0.2398, s2.loss_cls: 0.3091, s2.acc: 90.1932, s2.loss_bbox: 0.2028, loss: 2.1541, grad_norm: 3.0208
2021-08-10 06:53:47,223 - mmdet - INFO - Epoch [1][7200/7330] lr: 2.000e-02, eta: 20:25:29, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3285, loss_centernet_heatmap: 0.2009, s0.loss_cls: 0.4029, s0.acc: 87.9749, s0.loss_bbox: 0.1418, s1.loss_cls: 0.3788, s1.acc: 88.6468, s1.loss_bbox: 0.2432, s2.loss_cls: 0.3280, s2.acc: 89.8034, s2.loss_bbox: 0.2018, loss: 2.2259, grad_norm: 3.2254
2021-08-10 06:54:24,983 - mmdet - INFO - Epoch [1][7250/7330] lr: 2.000e-02, eta: 20:24:41, time: 0.755, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3318, loss_centernet_heatmap: 0.2052, s0.loss_cls: 0.4181, s0.acc: 87.6907, s0.loss_bbox: 0.1450, s1.loss_cls: 0.3931, s1.acc: 88.2757, s1.loss_bbox: 0.2510, s2.loss_cls: 0.3328, s2.acc: 89.6239, s2.loss_bbox: 0.2009, loss: 2.2779, grad_norm: 3.1364
2021-08-10 06:55:02,706 - mmdet - INFO - Epoch [1][7300/7330] lr: 2.000e-02, eta: 20:23:52, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3221, loss_centernet_heatmap: 0.1978, s0.loss_cls: 0.4005, s0.acc: 87.8315, s0.loss_bbox: 0.1434, s1.loss_cls: 0.3741, s1.acc: 88.4615, s1.loss_bbox: 0.2491, s2.loss_cls: 0.3222, s2.acc: 89.6041, s2.loss_bbox: 0.2039, loss: 2.2131, grad_norm: 3.1310
2021-08-10 06:55:41,135 - mmdet - INFO - Saving checkpoint at 1 epochs
2021-08-10 06:58:11,025 - mmdet - INFO - Evaluating bbox...
2021-08-10 06:59:18,660 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 06:59:18,661 - mmdet - INFO - Epoch(val) [1][1250] bbox_mAP: 0.2290, bbox_mAP_50: 0.3600, bbox_mAP_75: 0.2490, bbox_mAP_s: 0.1080, bbox_mAP_m: 0.2590, bbox_mAP_l: 0.3150, bbox_mAP_copypaste: 0.229 0.360 0.249 0.108 0.259 0.315
2021-08-10 07:01:49,349 - mmdet - INFO - Epoch [2][50/7330] lr: 2.000e-02, eta: 20:41:59, time: 3.013, data_time: 2.153, memory: 6412, loss_centernet_loc: 0.3115, loss_centernet_heatmap: 0.1920, s0.loss_cls: 0.3957, s0.acc: 87.7217, s0.loss_bbox: 0.1433, s1.loss_cls: 0.3645, s1.acc: 88.5713, s1.loss_bbox: 0.2469, s2.loss_cls: 0.3115, s2.acc: 90.0505, s2.loss_bbox: 0.2051, loss: 2.1705, grad_norm: 3.1741
2021-08-10 07:02:27,236 - mmdet - INFO - Epoch [2][100/7330] lr: 2.000e-02, eta: 20:41:04, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3164, loss_centernet_heatmap: 0.1985, s0.loss_cls: 0.3888, s0.acc: 88.1204, s0.loss_bbox: 0.1394, s1.loss_cls: 0.3591, s1.acc: 88.9811, s1.loss_bbox: 0.2393, s2.loss_cls: 0.3139, s2.acc: 89.9942, s2.loss_bbox: 0.2016, loss: 2.1570, grad_norm: 3.2562
2021-08-10 07:03:04,741 - mmdet - INFO - Epoch [2][150/7330] lr: 2.000e-02, eta: 20:40:04, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3223, loss_centernet_heatmap: 0.1946, s0.loss_cls: 0.3912, s0.acc: 88.0549, s0.loss_bbox: 0.1433, s1.loss_cls: 0.3671, s1.acc: 88.5078, s1.loss_bbox: 0.2496, s2.loss_cls: 0.3171, s2.acc: 89.6634, s2.loss_bbox: 0.1997, loss: 2.1849, grad_norm: 3.0132
2021-08-10 07:03:42,428 - mmdet - INFO - Epoch [2][200/7330] lr: 2.000e-02, eta: 20:39:07, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3125, loss_centernet_heatmap: 0.1906, s0.loss_cls: 0.3725, s0.acc: 88.5312, s0.loss_bbox: 0.1361, s1.loss_cls: 0.3533, s1.acc: 88.9172, s1.loss_bbox: 0.2392, s2.loss_cls: 0.3087, s2.acc: 90.1785, s2.loss_bbox: 0.2119, loss: 2.1250, grad_norm: 3.1966
2021-08-10 07:04:19,809 - mmdet - INFO - Epoch [2][250/7330] lr: 2.000e-02, eta: 20:38:07, time: 0.748, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3305, loss_centernet_heatmap: 0.1984, s0.loss_cls: 0.4057, s0.acc: 87.8745, s0.loss_bbox: 0.1453, s1.loss_cls: 0.3755, s1.acc: 88.6395, s1.loss_bbox: 0.2552, s2.loss_cls: 0.3231, s2.acc: 89.8321, s2.loss_bbox: 0.2075, loss: 2.2412, grad_norm: 3.1541
2021-08-10 07:04:57,224 - mmdet - INFO - Epoch [2][300/7330] lr: 2.000e-02, eta: 20:37:07, time: 0.748, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3205, loss_centernet_heatmap: 0.1933, s0.loss_cls: 0.3799, s0.acc: 88.3223, s0.loss_bbox: 0.1388, s1.loss_cls: 0.3554, s1.acc: 88.8817, s1.loss_bbox: 0.2434, s2.loss_cls: 0.3110, s2.acc: 90.0068, s2.loss_bbox: 0.2044, loss: 2.1466, grad_norm: 3.0803
2021-08-10 07:05:34,912 - mmdet - INFO - Epoch [2][350/7330] lr: 2.000e-02, eta: 20:36:11, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3218, loss_centernet_heatmap: 0.1944, s0.loss_cls: 0.3785, s0.acc: 88.6091, s0.loss_bbox: 0.1409, s1.loss_cls: 0.3476, s1.acc: 89.2560, s1.loss_bbox: 0.2430, s2.loss_cls: 0.3035, s2.acc: 90.3846, s2.loss_bbox: 0.2064, loss: 2.1362, grad_norm: 3.0421
2021-08-10 07:06:12,609 - mmdet - INFO - Epoch [2][400/7330] lr: 2.000e-02, eta: 20:35:15, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3216, loss_centernet_heatmap: 0.1904, s0.loss_cls: 0.3939, s0.acc: 88.1328, s0.loss_bbox: 0.1429, s1.loss_cls: 0.3681, s1.acc: 88.6376, s1.loss_bbox: 0.2595, s2.loss_cls: 0.3217, s2.acc: 89.5567, s2.loss_bbox: 0.2133, loss: 2.2115, grad_norm: 3.0829
2021-08-10 07:06:50,384 - mmdet - INFO - Epoch [2][450/7330] lr: 2.000e-02, eta: 20:34:20, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3232, loss_centernet_heatmap: 0.1982, s0.loss_cls: 0.3910, s0.acc: 87.9602, s0.loss_bbox: 0.1441, s1.loss_cls: 0.3598, s1.acc: 88.7821, s1.loss_bbox: 0.2490, s2.loss_cls: 0.3164, s2.acc: 89.7922, s2.loss_bbox: 0.2013, loss: 2.1830, grad_norm: 3.0918
2021-08-10 07:07:28,024 - mmdet - INFO - Epoch [2][500/7330] lr: 2.000e-02, eta: 20:33:24, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3117, loss_centernet_heatmap: 0.1960, s0.loss_cls: 0.3863, s0.acc: 87.9949, s0.loss_bbox: 0.1456, s1.loss_cls: 0.3641, s1.acc: 88.5729, s1.loss_bbox: 0.2503, s2.loss_cls: 0.3187, s2.acc: 89.7061, s2.loss_bbox: 0.2057, loss: 2.1784, grad_norm: 3.2179
2021-08-10 07:08:05,890 - mmdet - INFO - Epoch [2][550/7330] lr: 2.000e-02, eta: 20:32:31, time: 0.758, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3213, loss_centernet_heatmap: 0.1975, s0.loss_cls: 0.3889, s0.acc: 88.0630, s0.loss_bbox: 0.1380, s1.loss_cls: 0.3652, s1.acc: 88.6922, s1.loss_bbox: 0.2430, s2.loss_cls: 0.3170, s2.acc: 89.9463, s2.loss_bbox: 0.2055, loss: 2.1763, grad_norm: 3.0169
2021-08-10 07:08:44,008 - mmdet - INFO - Epoch [2][600/7330] lr: 2.000e-02, eta: 20:31:41, time: 0.762, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3239, loss_centernet_heatmap: 0.1988, s0.loss_cls: 0.4145, s0.acc: 87.5405, s0.loss_bbox: 0.1431, s1.loss_cls: 0.3778, s1.acc: 88.3726, s1.loss_bbox: 0.2509, s2.loss_cls: 0.3281, s2.acc: 89.4579, s2.loss_bbox: 0.2019, loss: 2.2389, grad_norm: 3.1799
2021-08-10 07:09:21,677 - mmdet - INFO - Epoch [2][650/7330] lr: 2.000e-02, eta: 20:30:46, time: 0.753, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3206, loss_centernet_heatmap: 0.1941, s0.loss_cls: 0.3877, s0.acc: 87.9988, s0.loss_bbox: 0.1410, s1.loss_cls: 0.3641, s1.acc: 88.6719, s1.loss_bbox: 0.2484, s2.loss_cls: 0.3104, s2.acc: 89.9479, s2.loss_bbox: 0.2036, loss: 2.1697, grad_norm: 3.2193
2021-08-10 07:09:59,849 - mmdet - INFO - Epoch [2][700/7330] lr: 2.000e-02, eta: 20:29:57, time: 0.763, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3280, loss_centernet_heatmap: 0.1961, s0.loss_cls: 0.3786, s0.acc: 88.5544, s0.loss_bbox: 0.1375, s1.loss_cls: 0.3494, s1.acc: 89.2427, s1.loss_bbox: 0.2458, s2.loss_cls: 0.3044, s2.acc: 90.3109, s2.loss_bbox: 0.1989, loss: 2.1386, grad_norm: 3.1463
2021-08-10 07:10:37,238 - mmdet - INFO - Epoch [2][750/7330] lr: 2.000e-02, eta: 20:28:59, time: 0.748, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3239, loss_centernet_heatmap: 0.1949, s0.loss_cls: 0.3863, s0.acc: 88.2937, s0.loss_bbox: 0.1394, s1.loss_cls: 0.3623, s1.acc: 88.9787, s1.loss_bbox: 0.2492, s2.loss_cls: 0.3090, s2.acc: 90.2963, s2.loss_bbox: 0.2048, loss: 2.1697, grad_norm: 3.0589
2021-08-10 07:11:15,207 - mmdet - INFO - Epoch [2][800/7330] lr: 2.000e-02, eta: 20:28:08, time: 0.759, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3168, loss_centernet_heatmap: 0.1932, s0.loss_cls: 0.3822, s0.acc: 88.3325, s0.loss_bbox: 0.1364, s1.loss_cls: 0.3564, s1.acc: 88.8544, s1.loss_bbox: 0.2406, s2.loss_cls: 0.3126, s2.acc: 89.8668, s2.loss_bbox: 0.2052, loss: 2.1433, grad_norm: 3.1341
2021-08-10 07:11:53,053 - mmdet - INFO - Epoch [2][850/7330] lr: 2.000e-02, eta: 20:27:16, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3162, loss_centernet_heatmap: 0.1937, s0.loss_cls: 0.3918, s0.acc: 88.1133, s0.loss_bbox: 0.1370, s1.loss_cls: 0.3584, s1.acc: 88.8273, s1.loss_bbox: 0.2392, s2.loss_cls: 0.3121, s2.acc: 90.0493, s2.loss_bbox: 0.2002, loss: 2.1485, grad_norm: 3.1337
2021-08-10 07:12:30,698 - mmdet - INFO - Epoch [2][900/7330] lr: 2.000e-02, eta: 20:26:22, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3161, loss_centernet_heatmap: 0.1916, s0.loss_cls: 0.3857, s0.acc: 88.2021, s0.loss_bbox: 0.1375, s1.loss_cls: 0.3655, s1.acc: 88.5778, s1.loss_bbox: 0.2524, s2.loss_cls: 0.3264, s2.acc: 89.4259, s2.loss_bbox: 0.2096, loss: 2.1847, grad_norm: 3.1848
2021-08-10 07:13:07,969 - mmdet - INFO - Epoch [2][950/7330] lr: 2.000e-02, eta: 20:25:23, time: 0.745, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3152, loss_centernet_heatmap: 0.1935, s0.loss_cls: 0.3735, s0.acc: 88.4331, s0.loss_bbox: 0.1372, s1.loss_cls: 0.3472, s1.acc: 89.0979, s1.loss_bbox: 0.2389, s2.loss_cls: 0.3038, s2.acc: 90.0400, s2.loss_bbox: 0.1998, loss: 2.1092, grad_norm: 3.0656
2021-08-10 07:13:45,916 - mmdet - INFO - Epoch [2][1000/7330] lr: 2.000e-02, eta: 20:24:33, time: 0.759, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3141, loss_centernet_heatmap: 0.1931, s0.loss_cls: 0.3887, s0.acc: 88.0854, s0.loss_bbox: 0.1376, s1.loss_cls: 0.3664, s1.acc: 88.6542, s1.loss_bbox: 0.2426, s2.loss_cls: 0.3208, s2.acc: 89.7887, s2.loss_bbox: 0.2019, loss: 2.1651, grad_norm: 3.1651
2021-08-10 07:14:23,369 - mmdet - INFO - Epoch [2][1050/7330] lr: 2.000e-02, eta: 20:23:37, time: 0.749, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3184, loss_centernet_heatmap: 0.1948, s0.loss_cls: 0.3898, s0.acc: 88.1948, s0.loss_bbox: 0.1355, s1.loss_cls: 0.3573, s1.acc: 89.0065, s1.loss_bbox: 0.2421, s2.loss_cls: 0.3122, s2.acc: 89.9142, s2.loss_bbox: 0.2017, loss: 2.1519, grad_norm: 3.0785
2021-08-10 07:15:01,153 - mmdet - INFO - Epoch [2][1100/7330] lr: 2.000e-02, eta: 20:22:45, time: 0.756, data_time: 0.021, memory: 6412, loss_centernet_loc: 0.3229, loss_centernet_heatmap: 0.1974, s0.loss_cls: 0.3999, s0.acc: 88.0527, s0.loss_bbox: 0.1447, s1.loss_cls: 0.3752, s1.acc: 88.5407, s1.loss_bbox: 0.2506, s2.loss_cls: 0.3299, s2.acc: 89.3047, s2.loss_bbox: 0.2035, loss: 2.2242, grad_norm: 3.1993
2021-08-10 07:15:38,941 - mmdet - INFO - Epoch [2][1150/7330] lr: 2.000e-02, eta: 20:21:53, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3203, loss_centernet_heatmap: 0.1946, s0.loss_cls: 0.3946, s0.acc: 88.2151, s0.loss_bbox: 0.1380, s1.loss_cls: 0.3646, s1.acc: 88.9180, s1.loss_bbox: 0.2342, s2.loss_cls: 0.3133, s2.acc: 90.1891, s2.loss_bbox: 0.1977, loss: 2.1573, grad_norm: 3.1300
2021-08-10 07:16:16,924 - mmdet - INFO - Epoch [2][1200/7330] lr: 2.000e-02, eta: 20:21:04, time: 0.760, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3163, loss_centernet_heatmap: 0.1897, s0.loss_cls: 0.3891, s0.acc: 88.1167, s0.loss_bbox: 0.1377, s1.loss_cls: 0.3605, s1.acc: 88.7905, s1.loss_bbox: 0.2420, s2.loss_cls: 0.3122, s2.acc: 90.0430, s2.loss_bbox: 0.2041, loss: 2.1516, grad_norm: 3.1891
2021-08-10 07:16:54,199 - mmdet - INFO - Epoch [2][1250/7330] lr: 2.000e-02, eta: 20:20:06, time: 0.745, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3227, loss_centernet_heatmap: 0.1969, s0.loss_cls: 0.4024, s0.acc: 87.7341, s0.loss_bbox: 0.1433, s1.loss_cls: 0.3755, s1.acc: 88.2594, s1.loss_bbox: 0.2495, s2.loss_cls: 0.3303, s2.acc: 89.2982, s2.loss_bbox: 0.2113, loss: 2.2319, grad_norm: 3.1413
2021-08-10 07:17:31,831 - mmdet - INFO - Epoch [2][1300/7330] lr: 2.000e-02, eta: 20:19:13, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3181, loss_centernet_heatmap: 0.1926, s0.loss_cls: 0.3773, s0.acc: 88.4561, s0.loss_bbox: 0.1396, s1.loss_cls: 0.3546, s1.acc: 88.8995, s1.loss_bbox: 0.2500, s2.loss_cls: 0.3108, s2.acc: 90.0389, s2.loss_bbox: 0.2072, loss: 2.1503, grad_norm: 3.0757
2021-08-10 07:18:09,330 - mmdet - INFO - Epoch [2][1350/7330] lr: 2.000e-02, eta: 20:18:19, time: 0.750, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3117, loss_centernet_heatmap: 0.1942, s0.loss_cls: 0.3885, s0.acc: 88.1401, s0.loss_bbox: 0.1375, s1.loss_cls: 0.3580, s1.acc: 88.8599, s1.loss_bbox: 0.2405, s2.loss_cls: 0.3132, s2.acc: 90.0657, s2.loss_bbox: 0.2002, loss: 2.1438, grad_norm: 3.1026
2021-08-10 07:18:47,257 - mmdet - INFO - Epoch [2][1400/7330] lr: 2.000e-02, eta: 20:17:30, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3193, loss_centernet_heatmap: 0.1936, s0.loss_cls: 0.3760, s0.acc: 88.2957, s0.loss_bbox: 0.1407, s1.loss_cls: 0.3549, s1.acc: 88.6916, s1.loss_bbox: 0.2471, s2.loss_cls: 0.3081, s2.acc: 90.0267, s2.loss_bbox: 0.2087, loss: 2.1484, grad_norm: 3.0046
2021-08-10 07:19:24,399 - mmdet - INFO - Epoch [2][1450/7330] lr: 2.000e-02, eta: 20:16:32, time: 0.743, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3197, loss_centernet_heatmap: 0.1911, s0.loss_cls: 0.3830, s0.acc: 88.4788, s0.loss_bbox: 0.1371, s1.loss_cls: 0.3587, s1.acc: 88.9628, s1.loss_bbox: 0.2425, s2.loss_cls: 0.3149, s2.acc: 90.0946, s2.loss_bbox: 0.2006, loss: 2.1476, grad_norm: 3.2487
2021-08-10 07:20:01,999 - mmdet - INFO - Epoch [2][1500/7330] lr: 2.000e-02, eta: 20:15:39, time: 0.752, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3073, loss_centernet_heatmap: 0.1879, s0.loss_cls: 0.3880, s0.acc: 88.2651, s0.loss_bbox: 0.1390, s1.loss_cls: 0.3658, s1.acc: 88.9011, s1.loss_bbox: 0.2492, s2.loss_cls: 0.3227, s2.acc: 89.6023, s2.loss_bbox: 0.2145, loss: 2.1744, grad_norm: 3.1702
2021-08-10 07:20:39,785 - mmdet - INFO - Epoch [2][1550/7330] lr: 2.000e-02, eta: 20:14:49, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3170, loss_centernet_heatmap: 0.1939, s0.loss_cls: 0.3967, s0.acc: 87.9988, s0.loss_bbox: 0.1400, s1.loss_cls: 0.3644, s1.acc: 88.8590, s1.loss_bbox: 0.2458, s2.loss_cls: 0.3146, s2.acc: 89.9415, s2.loss_bbox: 0.2019, loss: 2.1743, grad_norm: 3.0602
2021-08-10 07:21:17,420 - mmdet - INFO - Epoch [2][1600/7330] lr: 2.000e-02, eta: 20:13:57, time: 0.753, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3118, loss_centernet_heatmap: 0.1946, s0.loss_cls: 0.3883, s0.acc: 88.1492, s0.loss_bbox: 0.1368, s1.loss_cls: 0.3598, s1.acc: 88.9314, s1.loss_bbox: 0.2413, s2.loss_cls: 0.3150, s2.acc: 89.8515, s2.loss_bbox: 0.2024, loss: 2.1500, grad_norm: 3.0591
2021-08-10 07:21:55,360 - mmdet - INFO - Epoch [2][1650/7330] lr: 2.000e-02, eta: 20:13:08, time: 0.759, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3088, loss_centernet_heatmap: 0.1876, s0.loss_cls: 0.3779, s0.acc: 88.2881, s0.loss_bbox: 0.1358, s1.loss_cls: 0.3622, s1.acc: 88.5920, s1.loss_bbox: 0.2479, s2.loss_cls: 0.3233, s2.acc: 89.4964, s2.loss_bbox: 0.2129, loss: 2.1565, grad_norm: 3.1400
2021-08-10 07:22:33,210 - mmdet - INFO - Epoch [2][1700/7330] lr: 2.000e-02, eta: 20:12:19, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3053, loss_centernet_heatmap: 0.1913, s0.loss_cls: 0.3731, s0.acc: 88.7009, s0.loss_bbox: 0.1365, s1.loss_cls: 0.3406, s1.acc: 89.5091, s1.loss_bbox: 0.2345, s2.loss_cls: 0.3002, s2.acc: 90.3154, s2.loss_bbox: 0.2024, loss: 2.0839, grad_norm: 3.0348
2021-08-10 07:23:11,239 - mmdet - INFO - Epoch [2][1750/7330] lr: 2.000e-02, eta: 20:11:32, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3084, loss_centernet_heatmap: 0.1873, s0.loss_cls: 0.3818, s0.acc: 88.1997, s0.loss_bbox: 0.1374, s1.loss_cls: 0.3557, s1.acc: 88.7983, s1.loss_bbox: 0.2444, s2.loss_cls: 0.3126, s2.acc: 90.0909, s2.loss_bbox: 0.2059, loss: 2.1334, grad_norm: 3.0477
2021-08-10 07:23:48,939 - mmdet - INFO - Epoch [2][1800/7330] lr: 2.000e-02, eta: 20:10:41, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3180, loss_centernet_heatmap: 0.1923, s0.loss_cls: 0.3889, s0.acc: 88.2019, s0.loss_bbox: 0.1380, s1.loss_cls: 0.3650, s1.acc: 88.6669, s1.loss_bbox: 0.2517, s2.loss_cls: 0.3242, s2.acc: 89.5677, s2.loss_bbox: 0.2177, loss: 2.1959, grad_norm: 3.1624
2021-08-10 07:24:26,469 - mmdet - INFO - Epoch [2][1850/7330] lr: 2.000e-02, eta: 20:09:48, time: 0.750, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3089, loss_centernet_heatmap: 0.1901, s0.loss_cls: 0.3805, s0.acc: 88.4324, s0.loss_bbox: 0.1368, s1.loss_cls: 0.3571, s1.acc: 88.9465, s1.loss_bbox: 0.2388, s2.loss_cls: 0.3208, s2.acc: 89.7763, s2.loss_bbox: 0.2105, loss: 2.1433, grad_norm: 3.1006
2021-08-10 07:25:04,469 - mmdet - INFO - Epoch [2][1900/7330] lr: 2.000e-02, eta: 20:09:01, time: 0.760, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3150, loss_centernet_heatmap: 0.1928, s0.loss_cls: 0.3832, s0.acc: 88.4785, s0.loss_bbox: 0.1405, s1.loss_cls: 0.3643, s1.acc: 88.7849, s1.loss_bbox: 0.2442, s2.loss_cls: 0.3128, s2.acc: 89.8571, s2.loss_bbox: 0.2009, loss: 2.1536, grad_norm: 3.1978
2021-08-10 07:25:41,707 - mmdet - INFO - Epoch [2][1950/7330] lr: 2.000e-02, eta: 20:08:06, time: 0.745, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3097, loss_centernet_heatmap: 0.1916, s0.loss_cls: 0.3865, s0.acc: 88.0955, s0.loss_bbox: 0.1375, s1.loss_cls: 0.3627, s1.acc: 88.7046, s1.loss_bbox: 0.2468, s2.loss_cls: 0.3138, s2.acc: 90.1275, s2.loss_bbox: 0.2093, loss: 2.1578, grad_norm: 3.0826
2021-08-10 07:26:19,585 - mmdet - INFO - Epoch [2][2000/7330] lr: 2.000e-02, eta: 20:07:18, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3071, loss_centernet_heatmap: 0.1920, s0.loss_cls: 0.3704, s0.acc: 88.6353, s0.loss_bbox: 0.1362, s1.loss_cls: 0.3503, s1.acc: 89.1733, s1.loss_bbox: 0.2439, s2.loss_cls: 0.3109, s2.acc: 89.9331, s2.loss_bbox: 0.2042, loss: 2.1151, grad_norm: 3.1251
2021-08-10 07:26:57,432 - mmdet - INFO - Epoch [2][2050/7330] lr: 2.000e-02, eta: 20:06:29, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3183, loss_centernet_heatmap: 0.1966, s0.loss_cls: 0.3733, s0.acc: 88.4517, s0.loss_bbox: 0.1362, s1.loss_cls: 0.3448, s1.acc: 89.1715, s1.loss_bbox: 0.2392, s2.loss_cls: 0.3049, s2.acc: 90.1065, s2.loss_bbox: 0.2010, loss: 2.1142, grad_norm: 2.9615
2021-08-10 07:27:34,723 - mmdet - INFO - Epoch [2][2100/7330] lr: 2.000e-02, eta: 20:05:35, time: 0.746, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3277, loss_centernet_heatmap: 0.1967, s0.loss_cls: 0.4054, s0.acc: 87.8657, s0.loss_bbox: 0.1391, s1.loss_cls: 0.3821, s1.acc: 88.3654, s1.loss_bbox: 0.2458, s2.loss_cls: 0.3352, s2.acc: 89.3796, s2.loss_bbox: 0.2088, loss: 2.2409, grad_norm: 3.2168
2021-08-10 07:28:12,378 - mmdet - INFO - Epoch [2][2150/7330] lr: 2.000e-02, eta: 20:04:45, time: 0.753, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3236, loss_centernet_heatmap: 0.1942, s0.loss_cls: 0.3924, s0.acc: 87.9333, s0.loss_bbox: 0.1416, s1.loss_cls: 0.3727, s1.acc: 88.3696, s1.loss_bbox: 0.2465, s2.loss_cls: 0.3234, s2.acc: 89.7503, s2.loss_bbox: 0.2071, loss: 2.2014, grad_norm: 3.2038
2021-08-10 07:28:50,004 - mmdet - INFO - Epoch [2][2200/7330] lr: 2.000e-02, eta: 20:03:55, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3167, loss_centernet_heatmap: 0.1931, s0.loss_cls: 0.3823, s0.acc: 88.4424, s0.loss_bbox: 0.1363, s1.loss_cls: 0.3588, s1.acc: 88.9042, s1.loss_bbox: 0.2384, s2.loss_cls: 0.3150, s2.acc: 89.9540, s2.loss_bbox: 0.1980, loss: 2.1385, grad_norm: 3.0179
2021-08-10 07:29:27,719 - mmdet - INFO - Epoch [2][2250/7330] lr: 2.000e-02, eta: 20:03:05, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3179, loss_centernet_heatmap: 0.1902, s0.loss_cls: 0.3859, s0.acc: 88.0791, s0.loss_bbox: 0.1388, s1.loss_cls: 0.3626, s1.acc: 88.7992, s1.loss_bbox: 0.2488, s2.loss_cls: 0.3254, s2.acc: 89.6238, s2.loss_bbox: 0.2093, loss: 2.1790, grad_norm: 3.0497
2021-08-10 07:30:05,938 - mmdet - INFO - Epoch [2][2300/7330] lr: 2.000e-02, eta: 20:02:21, time: 0.765, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3179, loss_centernet_heatmap: 0.1982, s0.loss_cls: 0.3891, s0.acc: 88.1516, s0.loss_bbox: 0.1368, s1.loss_cls: 0.3628, s1.acc: 88.7275, s1.loss_bbox: 0.2360, s2.loss_cls: 0.3166, s2.acc: 89.7787, s2.loss_bbox: 0.1950, loss: 2.1525, grad_norm: 3.1763
2021-08-10 07:30:43,886 - mmdet - INFO - Epoch [2][2350/7330] lr: 2.000e-02, eta: 20:01:34, time: 0.759, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3160, loss_centernet_heatmap: 0.1918, s0.loss_cls: 0.3981, s0.acc: 87.9355, s0.loss_bbox: 0.1388, s1.loss_cls: 0.3667, s1.acc: 88.8046, s1.loss_bbox: 0.2467, s2.loss_cls: 0.3224, s2.acc: 89.6957, s2.loss_bbox: 0.2062, loss: 2.1866, grad_norm: 3.1905
2021-08-10 07:31:21,520 - mmdet - INFO - Epoch [2][2400/7330] lr: 2.000e-02, eta: 20:00:45, time: 0.753, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3083, loss_centernet_heatmap: 0.1906, s0.loss_cls: 0.3813, s0.acc: 88.5127, s0.loss_bbox: 0.1360, s1.loss_cls: 0.3590, s1.acc: 88.8796, s1.loss_bbox: 0.2399, s2.loss_cls: 0.3131, s2.acc: 89.9411, s2.loss_bbox: 0.2014, loss: 2.1296, grad_norm: 3.0262
2021-08-10 07:31:59,331 - mmdet - INFO - Epoch [2][2450/7330] lr: 2.000e-02, eta: 19:59:57, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3199, loss_centernet_heatmap: 0.1919, s0.loss_cls: 0.3818, s0.acc: 88.3364, s0.loss_bbox: 0.1374, s1.loss_cls: 0.3605, s1.acc: 88.7711, s1.loss_bbox: 0.2453, s2.loss_cls: 0.3189, s2.acc: 89.6687, s2.loss_bbox: 0.2025, loss: 2.1581, grad_norm: 3.1024
2021-08-10 07:32:37,497 - mmdet - INFO - Epoch [2][2500/7330] lr: 2.000e-02, eta: 19:59:12, time: 0.763, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3188, loss_centernet_heatmap: 0.1887, s0.loss_cls: 0.3836, s0.acc: 88.3452, s0.loss_bbox: 0.1357, s1.loss_cls: 0.3597, s1.acc: 88.9491, s1.loss_bbox: 0.2484, s2.loss_cls: 0.3190, s2.acc: 89.7042, s2.loss_bbox: 0.2070, loss: 2.1610, grad_norm: 3.0502
2021-08-10 07:33:15,171 - mmdet - INFO - Epoch [2][2550/7330] lr: 2.000e-02, eta: 19:58:23, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3184, loss_centernet_heatmap: 0.1937, s0.loss_cls: 0.3904, s0.acc: 87.8982, s0.loss_bbox: 0.1415, s1.loss_cls: 0.3719, s1.acc: 88.3160, s1.loss_bbox: 0.2524, s2.loss_cls: 0.3262, s2.acc: 89.3444, s2.loss_bbox: 0.2091, loss: 2.2036, grad_norm: 3.1529
2021-08-10 07:33:53,127 - mmdet - INFO - Epoch [2][2600/7330] lr: 2.000e-02, eta: 19:57:37, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3063, loss_centernet_heatmap: 0.1858, s0.loss_cls: 0.3726, s0.acc: 88.3872, s0.loss_bbox: 0.1321, s1.loss_cls: 0.3531, s1.acc: 88.7361, s1.loss_bbox: 0.2360, s2.loss_cls: 0.3102, s2.acc: 89.9109, s2.loss_bbox: 0.2066, loss: 2.1028, grad_norm: 3.1105
2021-08-10 07:34:31,032 - mmdet - INFO - Epoch [2][2650/7330] lr: 2.000e-02, eta: 19:56:50, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3150, loss_centernet_heatmap: 0.1932, s0.loss_cls: 0.3694, s0.acc: 88.6172, s0.loss_bbox: 0.1323, s1.loss_cls: 0.3464, s1.acc: 89.2175, s1.loss_bbox: 0.2366, s2.loss_cls: 0.3069, s2.acc: 90.1130, s2.loss_bbox: 0.2014, loss: 2.1012, grad_norm: 3.0522
2021-08-10 07:35:08,912 - mmdet - INFO - Epoch [2][2700/7330] lr: 2.000e-02, eta: 19:56:03, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3136, loss_centernet_heatmap: 0.1891, s0.loss_cls: 0.3833, s0.acc: 88.3440, s0.loss_bbox: 0.1403, s1.loss_cls: 0.3570, s1.acc: 88.9880, s1.loss_bbox: 0.2559, s2.loss_cls: 0.3137, s2.acc: 89.7703, s2.loss_bbox: 0.2119, loss: 2.1647, grad_norm: 3.1585
2021-08-10 07:35:46,584 - mmdet - INFO - Epoch [2][2750/7330] lr: 2.000e-02, eta: 19:55:14, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3182, loss_centernet_heatmap: 0.1905, s0.loss_cls: 0.3683, s0.acc: 88.5071, s0.loss_bbox: 0.1351, s1.loss_cls: 0.3489, s1.acc: 89.0242, s1.loss_bbox: 0.2427, s2.loss_cls: 0.3107, s2.acc: 89.8370, s2.loss_bbox: 0.2054, loss: 2.1200, grad_norm: 2.9656
2021-08-10 07:36:24,218 - mmdet - INFO - Epoch [2][2800/7330] lr: 2.000e-02, eta: 19:54:25, time: 0.753, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3110, loss_centernet_heatmap: 0.1923, s0.loss_cls: 0.3763, s0.acc: 88.3894, s0.loss_bbox: 0.1350, s1.loss_cls: 0.3549, s1.acc: 88.9963, s1.loss_bbox: 0.2447, s2.loss_cls: 0.3230, s2.acc: 89.5565, s2.loss_bbox: 0.2119, loss: 2.1491, grad_norm: 3.0767
2021-08-10 07:37:01,995 - mmdet - INFO - Epoch [2][2850/7330] lr: 2.000e-02, eta: 19:53:38, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3181, loss_centernet_heatmap: 0.1893, s0.loss_cls: 0.3836, s0.acc: 88.0071, s0.loss_bbox: 0.1381, s1.loss_cls: 0.3646, s1.acc: 88.4685, s1.loss_bbox: 0.2423, s2.loss_cls: 0.3200, s2.acc: 89.4910, s2.loss_bbox: 0.2044, loss: 2.1603, grad_norm: 3.0094
2021-08-10 07:37:39,615 - mmdet - INFO - Epoch [2][2900/7330] lr: 2.000e-02, eta: 19:52:49, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3173, loss_centernet_heatmap: 0.1921, s0.loss_cls: 0.3732, s0.acc: 88.6719, s0.loss_bbox: 0.1350, s1.loss_cls: 0.3564, s1.acc: 89.1606, s1.loss_bbox: 0.2362, s2.loss_cls: 0.3180, s2.acc: 89.9713, s2.loss_bbox: 0.2071, loss: 2.1353, grad_norm: 3.0991
2021-08-10 07:38:17,602 - mmdet - INFO - Epoch [2][2950/7330] lr: 2.000e-02, eta: 19:52:04, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3163, loss_centernet_heatmap: 0.1899, s0.loss_cls: 0.3778, s0.acc: 88.3013, s0.loss_bbox: 0.1360, s1.loss_cls: 0.3595, s1.acc: 88.8251, s1.loss_bbox: 0.2413, s2.loss_cls: 0.3177, s2.acc: 89.7720, s2.loss_bbox: 0.2024, loss: 2.1410, grad_norm: 3.0065
2021-08-10 07:38:55,581 - mmdet - INFO - Epoch [2][3000/7330] lr: 2.000e-02, eta: 19:51:18, time: 0.760, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3110, loss_centernet_heatmap: 0.1878, s0.loss_cls: 0.3864, s0.acc: 88.1492, s0.loss_bbox: 0.1344, s1.loss_cls: 0.3595, s1.acc: 88.9555, s1.loss_bbox: 0.2444, s2.loss_cls: 0.3140, s2.acc: 89.9877, s2.loss_bbox: 0.2076, loss: 2.1451, grad_norm: 3.0142
2021-08-10 07:39:33,337 - mmdet - INFO - Epoch [2][3050/7330] lr: 2.000e-02, eta: 19:50:31, time: 0.755, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3001, loss_centernet_heatmap: 0.1884, s0.loss_cls: 0.3606, s0.acc: 88.8589, s0.loss_bbox: 0.1308, s1.loss_cls: 0.3447, s1.acc: 89.2123, s1.loss_bbox: 0.2323, s2.loss_cls: 0.3108, s2.acc: 89.9606, s2.loss_bbox: 0.1935, loss: 2.0613, grad_norm: 3.0620
2021-08-10 07:40:11,143 - mmdet - INFO - Epoch [2][3100/7330] lr: 2.000e-02, eta: 19:49:44, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3132, loss_centernet_heatmap: 0.1908, s0.loss_cls: 0.3799, s0.acc: 88.3018, s0.loss_bbox: 0.1397, s1.loss_cls: 0.3554, s1.acc: 88.8238, s1.loss_bbox: 0.2412, s2.loss_cls: 0.3117, s2.acc: 89.7870, s2.loss_bbox: 0.2075, loss: 2.1395, grad_norm: 3.0911
2021-08-10 07:40:49,191 - mmdet - INFO - Epoch [2][3150/7330] lr: 2.000e-02, eta: 19:48:59, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3175, loss_centernet_heatmap: 0.1893, s0.loss_cls: 0.3887, s0.acc: 88.1587, s0.loss_bbox: 0.1370, s1.loss_cls: 0.3636, s1.acc: 88.7718, s1.loss_bbox: 0.2478, s2.loss_cls: 0.3272, s2.acc: 89.4948, s2.loss_bbox: 0.2143, loss: 2.1854, grad_norm: 3.1734
2021-08-10 07:41:27,410 - mmdet - INFO - Epoch [2][3200/7330] lr: 2.000e-02, eta: 19:48:16, time: 0.764, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3123, loss_centernet_heatmap: 0.1901, s0.loss_cls: 0.3970, s0.acc: 87.9290, s0.loss_bbox: 0.1386, s1.loss_cls: 0.3730, s1.acc: 88.4317, s1.loss_bbox: 0.2518, s2.loss_cls: 0.3231, s2.acc: 89.4194, s2.loss_bbox: 0.2079, loss: 2.1937, grad_norm: 3.0442
2021-08-10 07:42:05,618 - mmdet - INFO - Epoch [2][3250/7330] lr: 2.000e-02, eta: 19:47:33, time: 0.764, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3190, loss_centernet_heatmap: 0.1938, s0.loss_cls: 0.3704, s0.acc: 88.6558, s0.loss_bbox: 0.1341, s1.loss_cls: 0.3494, s1.acc: 89.2510, s1.loss_bbox: 0.2395, s2.loss_cls: 0.3082, s2.acc: 90.0873, s2.loss_bbox: 0.2024, loss: 2.1167, grad_norm: 3.0133
2021-08-10 07:42:43,670 - mmdet - INFO - Epoch [2][3300/7330] lr: 2.000e-02, eta: 19:46:49, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3069, loss_centernet_heatmap: 0.1940, s0.loss_cls: 0.4007, s0.acc: 87.6321, s0.loss_bbox: 0.1402, s1.loss_cls: 0.3795, s1.acc: 88.2695, s1.loss_bbox: 0.2446, s2.loss_cls: 0.3400, s2.acc: 89.0677, s2.loss_bbox: 0.2098, loss: 2.2158, grad_norm: 3.1497
2021-08-10 07:43:21,486 - mmdet - INFO - Epoch [2][3350/7330] lr: 2.000e-02, eta: 19:46:03, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3188, loss_centernet_heatmap: 0.1874, s0.loss_cls: 0.3747, s0.acc: 88.1350, s0.loss_bbox: 0.1366, s1.loss_cls: 0.3592, s1.acc: 88.5148, s1.loss_bbox: 0.2430, s2.loss_cls: 0.3116, s2.acc: 89.6360, s2.loss_bbox: 0.2044, loss: 2.1357, grad_norm: 3.0968
2021-08-10 07:43:58,866 - mmdet - INFO - Epoch [2][3400/7330] lr: 2.000e-02, eta: 19:45:13, time: 0.748, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3143, loss_centernet_heatmap: 0.1941, s0.loss_cls: 0.3696, s0.acc: 88.8066, s0.loss_bbox: 0.1312, s1.loss_cls: 0.3465, s1.acc: 89.3656, s1.loss_bbox: 0.2363, s2.loss_cls: 0.3113, s2.acc: 89.9272, s2.loss_bbox: 0.2022, loss: 2.1055, grad_norm: 3.0240
2021-08-10 07:44:36,354 - mmdet - INFO - Epoch [2][3450/7330] lr: 2.000e-02, eta: 19:44:24, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3115, loss_centernet_heatmap: 0.1857, s0.loss_cls: 0.3650, s0.acc: 88.5862, s0.loss_bbox: 0.1320, s1.loss_cls: 0.3424, s1.acc: 89.2792, s1.loss_bbox: 0.2414, s2.loss_cls: 0.3042, s2.acc: 90.0646, s2.loss_bbox: 0.2140, loss: 2.0961, grad_norm: 3.0403
2021-08-10 07:45:14,575 - mmdet - INFO - Epoch [2][3500/7330] lr: 2.000e-02, eta: 19:43:41, time: 0.764, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3144, loss_centernet_heatmap: 0.1873, s0.loss_cls: 0.3845, s0.acc: 88.2195, s0.loss_bbox: 0.1341, s1.loss_cls: 0.3668, s1.acc: 88.6290, s1.loss_bbox: 0.2460, s2.loss_cls: 0.3263, s2.acc: 89.4562, s2.loss_bbox: 0.2044, loss: 2.1639, grad_norm: 3.0630
2021-08-10 07:45:52,502 - mmdet - INFO - Epoch [2][3550/7330] lr: 2.000e-02, eta: 19:42:56, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3101, loss_centernet_heatmap: 0.1906, s0.loss_cls: 0.3702, s0.acc: 88.3201, s0.loss_bbox: 0.1362, s1.loss_cls: 0.3414, s1.acc: 88.9431, s1.loss_bbox: 0.2389, s2.loss_cls: 0.2961, s2.acc: 90.2736, s2.loss_bbox: 0.1976, loss: 2.0811, grad_norm: 2.9880
2021-08-10 07:46:30,482 - mmdet - INFO - Epoch [2][3600/7330] lr: 2.000e-02, eta: 19:42:11, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3088, loss_centernet_heatmap: 0.1856, s0.loss_cls: 0.3718, s0.acc: 88.6191, s0.loss_bbox: 0.1332, s1.loss_cls: 0.3414, s1.acc: 89.3282, s1.loss_bbox: 0.2402, s2.loss_cls: 0.3030, s2.acc: 90.2913, s2.loss_bbox: 0.2076, loss: 2.0916, grad_norm: 3.1301
2021-08-10 07:47:07,794 - mmdet - INFO - Epoch [2][3650/7330] lr: 2.000e-02, eta: 19:41:21, time: 0.746, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3077, loss_centernet_heatmap: 0.1846, s0.loss_cls: 0.3788, s0.acc: 88.4414, s0.loss_bbox: 0.1331, s1.loss_cls: 0.3524, s1.acc: 89.2930, s1.loss_bbox: 0.2417, s2.loss_cls: 0.3101, s2.acc: 90.4431, s2.loss_bbox: 0.2043, loss: 2.1127, grad_norm: 3.0137
2021-08-10 07:47:45,308 - mmdet - INFO - Epoch [2][3700/7330] lr: 2.000e-02, eta: 19:40:33, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3129, loss_centernet_heatmap: 0.1914, s0.loss_cls: 0.3734, s0.acc: 88.5627, s0.loss_bbox: 0.1342, s1.loss_cls: 0.3596, s1.acc: 88.7473, s1.loss_bbox: 0.2422, s2.loss_cls: 0.3208, s2.acc: 89.6141, s2.loss_bbox: 0.2073, loss: 2.1419, grad_norm: 3.1854
2021-08-10 07:48:23,285 - mmdet - INFO - Epoch [2][3750/7330] lr: 2.000e-02, eta: 19:39:48, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3212, loss_centernet_heatmap: 0.1926, s0.loss_cls: 0.3880, s0.acc: 88.3398, s0.loss_bbox: 0.1385, s1.loss_cls: 0.3676, s1.acc: 88.7091, s1.loss_bbox: 0.2466, s2.loss_cls: 0.3230, s2.acc: 89.7355, s2.loss_bbox: 0.2082, loss: 2.1859, grad_norm: 3.0542
2021-08-10 07:49:01,360 - mmdet - INFO - Epoch [2][3800/7330] lr: 2.000e-02, eta: 19:39:05, time: 0.761, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3133, loss_centernet_heatmap: 0.1926, s0.loss_cls: 0.3752, s0.acc: 88.2642, s0.loss_bbox: 0.1346, s1.loss_cls: 0.3479, s1.acc: 88.9224, s1.loss_bbox: 0.2383, s2.loss_cls: 0.3056, s2.acc: 90.1911, s2.loss_bbox: 0.2027, loss: 2.1101, grad_norm: 3.1047
2021-08-10 07:49:39,011 - mmdet - INFO - Epoch [2][3850/7330] lr: 2.000e-02, eta: 19:38:18, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3150, loss_centernet_heatmap: 0.1913, s0.loss_cls: 0.3699, s0.acc: 88.7681, s0.loss_bbox: 0.1326, s1.loss_cls: 0.3519, s1.acc: 89.0634, s1.loss_bbox: 0.2369, s2.loss_cls: 0.3128, s2.acc: 89.8585, s2.loss_bbox: 0.2036, loss: 2.1140, grad_norm: 3.1254
2021-08-10 07:50:17,187 - mmdet - INFO - Epoch [2][3900/7330] lr: 2.000e-02, eta: 19:37:35, time: 0.764, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3133, loss_centernet_heatmap: 0.1964, s0.loss_cls: 0.3759, s0.acc: 88.4446, s0.loss_bbox: 0.1375, s1.loss_cls: 0.3519, s1.acc: 88.8853, s1.loss_bbox: 0.2376, s2.loss_cls: 0.3030, s2.acc: 90.0653, s2.loss_bbox: 0.1991, loss: 2.1147, grad_norm: 3.0653
2021-08-10 07:50:55,035 - mmdet - INFO - Epoch [2][3950/7330] lr: 2.000e-02, eta: 19:36:50, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3118, loss_centernet_heatmap: 0.1890, s0.loss_cls: 0.3769, s0.acc: 88.3245, s0.loss_bbox: 0.1323, s1.loss_cls: 0.3677, s1.acc: 88.4564, s1.loss_bbox: 0.2425, s2.loss_cls: 0.3262, s2.acc: 89.2373, s2.loss_bbox: 0.2105, loss: 2.1570, grad_norm: 3.0930
2021-08-10 07:51:33,082 - mmdet - INFO - Epoch [2][4000/7330] lr: 2.000e-02, eta: 19:36:06, time: 0.760, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3159, loss_centernet_heatmap: 0.1925, s0.loss_cls: 0.3828, s0.acc: 88.2529, s0.loss_bbox: 0.1396, s1.loss_cls: 0.3672, s1.acc: 88.5458, s1.loss_bbox: 0.2516, s2.loss_cls: 0.3225, s2.acc: 89.5174, s2.loss_bbox: 0.2099, loss: 2.1821, grad_norm: 3.1563
2021-08-10 07:52:10,808 - mmdet - INFO - Epoch [2][4050/7330] lr: 2.000e-02, eta: 19:35:21, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3095, loss_centernet_heatmap: 0.1896, s0.loss_cls: 0.3622, s0.acc: 88.8931, s0.loss_bbox: 0.1337, s1.loss_cls: 0.3412, s1.acc: 89.4780, s1.loss_bbox: 0.2416, s2.loss_cls: 0.3002, s2.acc: 90.2733, s2.loss_bbox: 0.2062, loss: 2.0841, grad_norm: 3.0426
2021-08-10 07:52:48,712 - mmdet - INFO - Epoch [2][4100/7330] lr: 2.000e-02, eta: 19:34:36, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3169, loss_centernet_heatmap: 0.1913, s0.loss_cls: 0.3785, s0.acc: 88.3235, s0.loss_bbox: 0.1361, s1.loss_cls: 0.3671, s1.acc: 88.1997, s1.loss_bbox: 0.2457, s2.loss_cls: 0.3218, s2.acc: 89.4978, s2.loss_bbox: 0.2016, loss: 2.1591, grad_norm: 3.0562
2021-08-10 07:53:26,433 - mmdet - INFO - Epoch [2][4150/7330] lr: 2.000e-02, eta: 19:33:50, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3040, loss_centernet_heatmap: 0.1862, s0.loss_cls: 0.3777, s0.acc: 88.5591, s0.loss_bbox: 0.1285, s1.loss_cls: 0.3506, s1.acc: 89.2708, s1.loss_bbox: 0.2366, s2.loss_cls: 0.3129, s2.acc: 90.0887, s2.loss_bbox: 0.2108, loss: 2.1074, grad_norm: 2.9855
2021-08-10 07:54:04,397 - mmdet - INFO - Epoch [2][4200/7330] lr: 2.000e-02, eta: 19:33:06, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3117, loss_centernet_heatmap: 0.1896, s0.loss_cls: 0.3710, s0.acc: 88.3181, s0.loss_bbox: 0.1370, s1.loss_cls: 0.3503, s1.acc: 88.8898, s1.loss_bbox: 0.2465, s2.loss_cls: 0.3105, s2.acc: 90.0281, s2.loss_bbox: 0.2028, loss: 2.1195, grad_norm: 2.9777
2021-08-10 07:54:42,232 - mmdet - INFO - Epoch [2][4250/7330] lr: 2.000e-02, eta: 19:32:21, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3183, loss_centernet_heatmap: 0.1915, s0.loss_cls: 0.3874, s0.acc: 87.8564, s0.loss_bbox: 0.1404, s1.loss_cls: 0.3729, s1.acc: 88.1215, s1.loss_bbox: 0.2524, s2.loss_cls: 0.3276, s2.acc: 89.3243, s2.loss_bbox: 0.2058, loss: 2.1964, grad_norm: 3.1024
2021-08-10 07:55:20,026 - mmdet - INFO - Epoch [2][4300/7330] lr: 2.000e-02, eta: 19:31:36, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3151, loss_centernet_heatmap: 0.1875, s0.loss_cls: 0.3721, s0.acc: 88.4814, s0.loss_bbox: 0.1348, s1.loss_cls: 0.3572, s1.acc: 88.8629, s1.loss_bbox: 0.2432, s2.loss_cls: 0.3225, s2.acc: 89.6228, s2.loss_bbox: 0.2106, loss: 2.1428, grad_norm: 3.0781
2021-08-10 07:55:57,994 - mmdet - INFO - Epoch [2][4350/7330] lr: 2.000e-02, eta: 19:30:52, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3153, loss_centernet_heatmap: 0.1880, s0.loss_cls: 0.3785, s0.acc: 88.3972, s0.loss_bbox: 0.1318, s1.loss_cls: 0.3582, s1.acc: 88.7233, s1.loss_bbox: 0.2413, s2.loss_cls: 0.3139, s2.acc: 89.8270, s2.loss_bbox: 0.2050, loss: 2.1320, grad_norm: 3.1090
2021-08-10 07:56:35,839 - mmdet - INFO - Epoch [2][4400/7330] lr: 2.000e-02, eta: 19:30:07, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3122, loss_centernet_heatmap: 0.1877, s0.loss_cls: 0.3836, s0.acc: 88.0068, s0.loss_bbox: 0.1353, s1.loss_cls: 0.3598, s1.acc: 88.6057, s1.loss_bbox: 0.2445, s2.loss_cls: 0.3180, s2.acc: 89.7182, s2.loss_bbox: 0.2091, loss: 2.1502, grad_norm: 3.0855
2021-08-10 07:57:13,894 - mmdet - INFO - Epoch [2][4450/7330] lr: 2.000e-02, eta: 19:29:25, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3055, loss_centernet_heatmap: 0.1852, s0.loss_cls: 0.3711, s0.acc: 88.7566, s0.loss_bbox: 0.1340, s1.loss_cls: 0.3467, s1.acc: 89.3717, s1.loss_bbox: 0.2340, s2.loss_cls: 0.3018, s2.acc: 90.5527, s2.loss_bbox: 0.1970, loss: 2.0754, grad_norm: 3.0694
2021-08-10 07:57:51,952 - mmdet - INFO - Epoch [2][4500/7330] lr: 2.000e-02, eta: 19:28:42, time: 0.761, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3087, loss_centernet_heatmap: 0.1892, s0.loss_cls: 0.3760, s0.acc: 88.4722, s0.loss_bbox: 0.1367, s1.loss_cls: 0.3618, s1.acc: 88.7818, s1.loss_bbox: 0.2397, s2.loss_cls: 0.3154, s2.acc: 89.7926, s2.loss_bbox: 0.2011, loss: 2.1286, grad_norm: 3.0705
2021-08-10 07:58:29,912 - mmdet - INFO - Epoch [2][4550/7330] lr: 2.000e-02, eta: 19:27:58, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3047, loss_centernet_heatmap: 0.1877, s0.loss_cls: 0.3568, s0.acc: 88.9807, s0.loss_bbox: 0.1285, s1.loss_cls: 0.3391, s1.acc: 89.3802, s1.loss_bbox: 0.2290, s2.loss_cls: 0.2997, s2.acc: 90.3713, s2.loss_bbox: 0.2019, loss: 2.0474, grad_norm: 2.9163
2021-08-10 07:59:07,565 - mmdet - INFO - Epoch [2][4600/7330] lr: 2.000e-02, eta: 19:27:12, time: 0.753, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3012, loss_centernet_heatmap: 0.1859, s0.loss_cls: 0.3714, s0.acc: 88.5571, s0.loss_bbox: 0.1344, s1.loss_cls: 0.3486, s1.acc: 89.0091, s1.loss_bbox: 0.2351, s2.loss_cls: 0.3066, s2.acc: 90.1767, s2.loss_bbox: 0.2037, loss: 2.0870, grad_norm: 3.0197
2021-08-10 07:59:45,111 - mmdet - INFO - Epoch [2][4650/7330] lr: 2.000e-02, eta: 19:26:25, time: 0.751, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3128, loss_centernet_heatmap: 0.1879, s0.loss_cls: 0.3715, s0.acc: 88.5747, s0.loss_bbox: 0.1347, s1.loss_cls: 0.3494, s1.acc: 89.0918, s1.loss_bbox: 0.2401, s2.loss_cls: 0.3080, s2.acc: 90.0698, s2.loss_bbox: 0.2045, loss: 2.1089, grad_norm: 3.0698
2021-08-10 08:00:22,893 - mmdet - INFO - Epoch [2][4700/7330] lr: 2.000e-02, eta: 19:25:41, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3185, loss_centernet_heatmap: 0.1905, s0.loss_cls: 0.3783, s0.acc: 88.0149, s0.loss_bbox: 0.1332, s1.loss_cls: 0.3576, s1.acc: 88.6029, s1.loss_bbox: 0.2430, s2.loss_cls: 0.3144, s2.acc: 89.7958, s2.loss_bbox: 0.2135, loss: 2.1490, grad_norm: 3.1551
2021-08-10 08:01:00,360 - mmdet - INFO - Epoch [2][4750/7330] lr: 2.000e-02, eta: 19:24:53, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3125, loss_centernet_heatmap: 0.1896, s0.loss_cls: 0.3772, s0.acc: 88.4136, s0.loss_bbox: 0.1321, s1.loss_cls: 0.3624, s1.acc: 88.7890, s1.loss_bbox: 0.2382, s2.loss_cls: 0.3181, s2.acc: 89.7252, s2.loss_bbox: 0.2043, loss: 2.1345, grad_norm: 2.9807
2021-08-10 08:01:37,933 - mmdet - INFO - Epoch [2][4800/7330] lr: 2.000e-02, eta: 19:24:07, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3124, loss_centernet_heatmap: 0.1893, s0.loss_cls: 0.3740, s0.acc: 88.3679, s0.loss_bbox: 0.1327, s1.loss_cls: 0.3532, s1.acc: 88.7432, s1.loss_bbox: 0.2381, s2.loss_cls: 0.3115, s2.acc: 89.7543, s2.loss_bbox: 0.2025, loss: 2.1138, grad_norm: 2.9745
2021-08-10 08:02:16,121 - mmdet - INFO - Epoch [2][4850/7330] lr: 2.000e-02, eta: 19:23:26, time: 0.764, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3103, loss_centernet_heatmap: 0.1881, s0.loss_cls: 0.3841, s0.acc: 88.2190, s0.loss_bbox: 0.1369, s1.loss_cls: 0.3706, s1.acc: 88.4693, s1.loss_bbox: 0.2436, s2.loss_cls: 0.3239, s2.acc: 89.5372, s2.loss_bbox: 0.2069, loss: 2.1644, grad_norm: 3.1373
2021-08-10 08:02:53,616 - mmdet - INFO - Epoch [2][4900/7330] lr: 2.000e-02, eta: 19:22:39, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3076, loss_centernet_heatmap: 0.1892, s0.loss_cls: 0.3738, s0.acc: 88.4944, s0.loss_bbox: 0.1346, s1.loss_cls: 0.3508, s1.acc: 88.9905, s1.loss_bbox: 0.2346, s2.loss_cls: 0.3064, s2.acc: 90.0718, s2.loss_bbox: 0.2018, loss: 2.0989, grad_norm: 3.0464
2021-08-10 08:03:31,530 - mmdet - INFO - Epoch [2][4950/7330] lr: 2.000e-02, eta: 19:21:55, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3108, loss_centernet_heatmap: 0.1891, s0.loss_cls: 0.3683, s0.acc: 88.5569, s0.loss_bbox: 0.1298, s1.loss_cls: 0.3511, s1.acc: 89.0231, s1.loss_bbox: 0.2394, s2.loss_cls: 0.3173, s2.acc: 89.5803, s2.loss_bbox: 0.2105, loss: 2.1165, grad_norm: 2.9614
2021-08-10 08:04:09,871 - mmdet - INFO - Epoch [2][5000/7330] lr: 2.000e-02, eta: 19:21:15, time: 0.767, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3097, loss_centernet_heatmap: 0.1887, s0.loss_cls: 0.3864, s0.acc: 88.3384, s0.loss_bbox: 0.1365, s1.loss_cls: 0.3616, s1.acc: 88.8521, s1.loss_bbox: 0.2421, s2.loss_cls: 0.3224, s2.acc: 89.7238, s2.loss_bbox: 0.2083, loss: 2.1558, grad_norm: 3.1169
2021-08-10 08:04:47,808 - mmdet - INFO - Epoch [2][5050/7330] lr: 2.000e-02, eta: 19:20:31, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3114, loss_centernet_heatmap: 0.1902, s0.loss_cls: 0.3761, s0.acc: 88.3262, s0.loss_bbox: 0.1321, s1.loss_cls: 0.3562, s1.acc: 88.7809, s1.loss_bbox: 0.2383, s2.loss_cls: 0.3115, s2.acc: 89.9060, s2.loss_bbox: 0.2061, loss: 2.1220, grad_norm: 3.0983
2021-08-10 08:05:25,215 - mmdet - INFO - Epoch [2][5100/7330] lr: 2.000e-02, eta: 19:19:44, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3034, loss_centernet_heatmap: 0.1910, s0.loss_cls: 0.3887, s0.acc: 88.4233, s0.loss_bbox: 0.1330, s1.loss_cls: 0.3646, s1.acc: 88.9169, s1.loss_bbox: 0.2385, s2.loss_cls: 0.3200, s2.acc: 89.9837, s2.loss_bbox: 0.2017, loss: 2.1410, grad_norm: 2.9943
2021-08-10 08:06:02,441 - mmdet - INFO - Epoch [2][5150/7330] lr: 2.000e-02, eta: 19:18:56, time: 0.744, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3091, loss_centernet_heatmap: 0.1895, s0.loss_cls: 0.3665, s0.acc: 88.8936, s0.loss_bbox: 0.1348, s1.loss_cls: 0.3482, s1.acc: 89.2818, s1.loss_bbox: 0.2388, s2.loss_cls: 0.3052, s2.acc: 89.9376, s2.loss_bbox: 0.2063, loss: 2.0983, grad_norm: 3.0072
2021-08-10 08:06:40,339 - mmdet - INFO - Epoch [2][5200/7330] lr: 2.000e-02, eta: 19:18:13, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3126, loss_centernet_heatmap: 0.1867, s0.loss_cls: 0.3696, s0.acc: 88.6841, s0.loss_bbox: 0.1343, s1.loss_cls: 0.3496, s1.acc: 89.2842, s1.loss_bbox: 0.2345, s2.loss_cls: 0.3050, s2.acc: 90.2629, s2.loss_bbox: 0.2043, loss: 2.0967, grad_norm: 3.0036
2021-08-10 08:07:18,051 - mmdet - INFO - Epoch [2][5250/7330] lr: 2.000e-02, eta: 19:17:28, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3176, loss_centernet_heatmap: 0.1926, s0.loss_cls: 0.3746, s0.acc: 88.4856, s0.loss_bbox: 0.1359, s1.loss_cls: 0.3563, s1.acc: 88.9241, s1.loss_bbox: 0.2443, s2.loss_cls: 0.3141, s2.acc: 89.7768, s2.loss_bbox: 0.2101, loss: 2.1456, grad_norm: 2.9978
2021-08-10 08:07:55,620 - mmdet - INFO - Epoch [2][5300/7330] lr: 2.000e-02, eta: 19:16:42, time: 0.751, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3067, loss_centernet_heatmap: 0.1867, s0.loss_cls: 0.3651, s0.acc: 88.6643, s0.loss_bbox: 0.1306, s1.loss_cls: 0.3508, s1.acc: 88.8160, s1.loss_bbox: 0.2294, s2.loss_cls: 0.3121, s2.acc: 89.7964, s2.loss_bbox: 0.2017, loss: 2.0830, grad_norm: 3.1351
2021-08-10 08:08:33,325 - mmdet - INFO - Epoch [2][5350/7330] lr: 2.000e-02, eta: 19:15:58, time: 0.755, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3008, loss_centernet_heatmap: 0.1832, s0.loss_cls: 0.3670, s0.acc: 88.4019, s0.loss_bbox: 0.1279, s1.loss_cls: 0.3449, s1.acc: 88.9342, s1.loss_bbox: 0.2323, s2.loss_cls: 0.3079, s2.acc: 89.8541, s2.loss_bbox: 0.1983, loss: 2.0623, grad_norm: 2.9648
2021-08-10 08:09:11,009 - mmdet - INFO - Epoch [2][5400/7330] lr: 2.000e-02, eta: 19:15:13, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3162, loss_centernet_heatmap: 0.1899, s0.loss_cls: 0.3657, s0.acc: 88.7031, s0.loss_bbox: 0.1316, s1.loss_cls: 0.3513, s1.acc: 88.9519, s1.loss_bbox: 0.2413, s2.loss_cls: 0.3157, s2.acc: 89.8550, s2.loss_bbox: 0.2084, loss: 2.1202, grad_norm: 3.0323
2021-08-10 08:09:49,087 - mmdet - INFO - Epoch [2][5450/7330] lr: 2.000e-02, eta: 19:14:31, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3078, loss_centernet_heatmap: 0.1898, s0.loss_cls: 0.3725, s0.acc: 88.4595, s0.loss_bbox: 0.1337, s1.loss_cls: 0.3501, s1.acc: 88.9995, s1.loss_bbox: 0.2422, s2.loss_cls: 0.3146, s2.acc: 89.8987, s2.loss_bbox: 0.2059, loss: 2.1166, grad_norm: 2.9739
2021-08-10 08:10:26,685 - mmdet - INFO - Epoch [2][5500/7330] lr: 2.000e-02, eta: 19:13:46, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3033, loss_centernet_heatmap: 0.1959, s0.loss_cls: 0.3321, s0.acc: 89.9858, s0.loss_bbox: 0.1226, s1.loss_cls: 0.3083, s1.acc: 90.6596, s1.loss_bbox: 0.2095, s2.loss_cls: 0.2715, s2.acc: 91.4141, s2.loss_bbox: 0.1789, loss: 1.9222, grad_norm: 2.7606
2021-08-10 08:11:04,552 - mmdet - INFO - Epoch [2][5550/7330] lr: 2.000e-02, eta: 19:13:02, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2924, loss_centernet_heatmap: 0.1882, s0.loss_cls: 0.3121, s0.acc: 90.4236, s0.loss_bbox: 0.1226, s1.loss_cls: 0.2860, s1.acc: 90.9108, s1.loss_bbox: 0.2047, s2.loss_cls: 0.2554, s2.acc: 91.5727, s2.loss_bbox: 0.1752, loss: 1.8365, grad_norm: 2.5517
2021-08-10 08:11:42,720 - mmdet - INFO - Epoch [2][5600/7330] lr: 2.000e-02, eta: 19:12:21, time: 0.764, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2929, loss_centernet_heatmap: 0.1874, s0.loss_cls: 0.3265, s0.acc: 90.0801, s0.loss_bbox: 0.1250, s1.loss_cls: 0.3003, s1.acc: 90.6791, s1.loss_bbox: 0.2085, s2.loss_cls: 0.2654, s2.acc: 91.5461, s2.loss_bbox: 0.1801, loss: 1.8861, grad_norm: 2.4385
2021-08-10 08:12:20,524 - mmdet - INFO - Epoch [2][5650/7330] lr: 2.000e-02, eta: 19:11:38, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2965, loss_centernet_heatmap: 0.1878, s0.loss_cls: 0.3307, s0.acc: 89.9478, s0.loss_bbox: 0.1311, s1.loss_cls: 0.3018, s1.acc: 90.5485, s1.loss_bbox: 0.2182, s2.loss_cls: 0.2655, s2.acc: 91.4224, s2.loss_bbox: 0.1828, loss: 1.9142, grad_norm: 2.6555
2021-08-10 08:12:58,323 - mmdet - INFO - Epoch [2][5700/7330] lr: 2.000e-02, eta: 19:10:54, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2940, loss_centernet_heatmap: 0.1869, s0.loss_cls: 0.3384, s0.acc: 89.6670, s0.loss_bbox: 0.1242, s1.loss_cls: 0.3114, s1.acc: 90.3414, s1.loss_bbox: 0.2089, s2.loss_cls: 0.2702, s2.acc: 91.3482, s2.loss_bbox: 0.1764, loss: 1.9103, grad_norm: 2.6454
2021-08-10 08:13:36,197 - mmdet - INFO - Epoch [2][5750/7330] lr: 2.000e-02, eta: 19:10:11, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2908, loss_centernet_heatmap: 0.1813, s0.loss_cls: 0.3203, s0.acc: 90.1130, s0.loss_bbox: 0.1286, s1.loss_cls: 0.2945, s1.acc: 90.6602, s1.loss_bbox: 0.2197, s2.loss_cls: 0.2673, s2.acc: 91.0686, s2.loss_bbox: 0.1910, loss: 1.8937, grad_norm: 2.6584
2021-08-10 08:14:14,166 - mmdet - INFO - Epoch [2][5800/7330] lr: 2.000e-02, eta: 19:09:28, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2986, loss_centernet_heatmap: 0.1846, s0.loss_cls: 0.3365, s0.acc: 89.8560, s0.loss_bbox: 0.1307, s1.loss_cls: 0.3113, s1.acc: 90.5258, s1.loss_bbox: 0.2236, s2.loss_cls: 0.2772, s2.acc: 91.2202, s2.loss_bbox: 0.1847, loss: 1.9473, grad_norm: 2.6739
2021-08-10 08:14:52,113 - mmdet - INFO - Epoch [2][5850/7330] lr: 2.000e-02, eta: 19:08:46, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2946, loss_centernet_heatmap: 0.1801, s0.loss_cls: 0.3500, s0.acc: 89.1267, s0.loss_bbox: 0.1367, s1.loss_cls: 0.3270, s1.acc: 89.6067, s1.loss_bbox: 0.2293, s2.loss_cls: 0.2907, s2.acc: 90.4506, s2.loss_bbox: 0.1902, loss: 1.9987, grad_norm: 2.7341
2021-08-10 08:15:30,428 - mmdet - INFO - Epoch [2][5900/7330] lr: 2.000e-02, eta: 19:08:06, time: 0.766, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2952, loss_centernet_heatmap: 0.1812, s0.loss_cls: 0.3281, s0.acc: 89.8357, s0.loss_bbox: 0.1303, s1.loss_cls: 0.3046, s1.acc: 90.2140, s1.loss_bbox: 0.2236, s2.loss_cls: 0.2724, s2.acc: 90.9963, s2.loss_bbox: 0.1841, loss: 1.9196, grad_norm: 2.7123
2021-08-10 08:16:08,475 - mmdet - INFO - Epoch [2][5950/7330] lr: 2.000e-02, eta: 19:07:24, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2989, loss_centernet_heatmap: 0.1866, s0.loss_cls: 0.3429, s0.acc: 89.3203, s0.loss_bbox: 0.1351, s1.loss_cls: 0.3155, s1.acc: 90.0461, s1.loss_bbox: 0.2217, s2.loss_cls: 0.2780, s2.acc: 91.0009, s2.loss_bbox: 0.1867, loss: 1.9653, grad_norm: 2.7302
2021-08-10 08:16:46,537 - mmdet - INFO - Epoch [2][6000/7330] lr: 2.000e-02, eta: 19:06:43, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2996, loss_centernet_heatmap: 0.1855, s0.loss_cls: 0.3484, s0.acc: 89.2195, s0.loss_bbox: 0.1356, s1.loss_cls: 0.3198, s1.acc: 89.7875, s1.loss_bbox: 0.2263, s2.loss_cls: 0.2847, s2.acc: 90.7519, s2.loss_bbox: 0.1900, loss: 1.9899, grad_norm: 2.7767
2021-08-10 08:17:24,380 - mmdet - INFO - Epoch [2][6050/7330] lr: 2.000e-02, eta: 19:05:59, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2989, loss_centernet_heatmap: 0.1865, s0.loss_cls: 0.3385, s0.acc: 89.6021, s0.loss_bbox: 0.1310, s1.loss_cls: 0.3129, s1.acc: 90.0764, s1.loss_bbox: 0.2221, s2.loss_cls: 0.2728, s2.acc: 91.0395, s2.loss_bbox: 0.1856, loss: 1.9484, grad_norm: 2.7837
2021-08-10 08:18:02,014 - mmdet - INFO - Epoch [2][6100/7330] lr: 2.000e-02, eta: 19:05:15, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3002, loss_centernet_heatmap: 0.1857, s0.loss_cls: 0.3422, s0.acc: 89.4873, s0.loss_bbox: 0.1314, s1.loss_cls: 0.3171, s1.acc: 90.0739, s1.loss_bbox: 0.2270, s2.loss_cls: 0.2800, s2.acc: 90.7935, s2.loss_bbox: 0.1888, loss: 1.9724, grad_norm: 2.6981
2021-08-10 08:18:39,738 - mmdet - INFO - Epoch [2][6150/7330] lr: 2.000e-02, eta: 19:04:31, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2976, loss_centernet_heatmap: 0.1857, s0.loss_cls: 0.3461, s0.acc: 89.3196, s0.loss_bbox: 0.1330, s1.loss_cls: 0.3185, s1.acc: 90.0283, s1.loss_bbox: 0.2306, s2.loss_cls: 0.2827, s2.acc: 90.6557, s2.loss_bbox: 0.1979, loss: 1.9922, grad_norm: 2.8099
2021-08-10 08:19:17,653 - mmdet - INFO - Epoch [2][6200/7330] lr: 2.000e-02, eta: 19:03:49, time: 0.758, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2954, loss_centernet_heatmap: 0.1821, s0.loss_cls: 0.3334, s0.acc: 89.6357, s0.loss_bbox: 0.1298, s1.loss_cls: 0.3101, s1.acc: 90.1163, s1.loss_bbox: 0.2221, s2.loss_cls: 0.2729, s2.acc: 91.0534, s2.loss_bbox: 0.1934, loss: 1.9392, grad_norm: 2.7491
2021-08-10 08:19:55,554 - mmdet - INFO - Epoch [2][6250/7330] lr: 2.000e-02, eta: 19:03:06, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2932, loss_centernet_heatmap: 0.1785, s0.loss_cls: 0.3409, s0.acc: 89.5154, s0.loss_bbox: 0.1367, s1.loss_cls: 0.3125, s1.acc: 90.1746, s1.loss_bbox: 0.2296, s2.loss_cls: 0.2766, s2.acc: 90.8699, s2.loss_bbox: 0.1883, loss: 1.9562, grad_norm: 2.7267
2021-08-10 08:20:32,737 - mmdet - INFO - Epoch [2][6300/7330] lr: 2.000e-02, eta: 19:02:19, time: 0.744, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2940, loss_centernet_heatmap: 0.1798, s0.loss_cls: 0.3449, s0.acc: 89.6375, s0.loss_bbox: 0.1283, s1.loss_cls: 0.3192, s1.acc: 90.1251, s1.loss_bbox: 0.2284, s2.loss_cls: 0.2812, s2.acc: 90.8596, s2.loss_bbox: 0.1930, loss: 1.9688, grad_norm: 2.7677
2021-08-10 08:21:09,943 - mmdet - INFO - Epoch [2][6350/7330] lr: 2.000e-02, eta: 19:01:32, time: 0.744, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3022, loss_centernet_heatmap: 0.1851, s0.loss_cls: 0.3447, s0.acc: 89.0059, s0.loss_bbox: 0.1404, s1.loss_cls: 0.3222, s1.acc: 89.7138, s1.loss_bbox: 0.2382, s2.loss_cls: 0.2833, s2.acc: 90.5398, s2.loss_bbox: 0.1951, loss: 2.0111, grad_norm: 2.6743
2021-08-10 08:21:47,527 - mmdet - INFO - Epoch [2][6400/7330] lr: 2.000e-02, eta: 19:00:47, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3006, loss_centernet_heatmap: 0.1819, s0.loss_cls: 0.3480, s0.acc: 89.1907, s0.loss_bbox: 0.1321, s1.loss_cls: 0.3208, s1.acc: 89.8545, s1.loss_bbox: 0.2243, s2.loss_cls: 0.2920, s2.acc: 90.5503, s2.loss_bbox: 0.1887, loss: 1.9886, grad_norm: 2.6910
2021-08-10 08:22:25,731 - mmdet - INFO - Epoch [2][6450/7330] lr: 2.000e-02, eta: 19:00:07, time: 0.764, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2991, loss_centernet_heatmap: 0.1868, s0.loss_cls: 0.3541, s0.acc: 88.7397, s0.loss_bbox: 0.1315, s1.loss_cls: 0.3302, s1.acc: 89.1991, s1.loss_bbox: 0.2298, s2.loss_cls: 0.2949, s2.acc: 90.1066, s2.loss_bbox: 0.1993, loss: 2.0256, grad_norm: 2.9113
2021-08-10 08:23:03,307 - mmdet - INFO - Epoch [2][6500/7330] lr: 2.000e-02, eta: 18:59:23, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3036, loss_centernet_heatmap: 0.1835, s0.loss_cls: 0.3617, s0.acc: 88.5474, s0.loss_bbox: 0.1337, s1.loss_cls: 0.3350, s1.acc: 89.3388, s1.loss_bbox: 0.2350, s2.loss_cls: 0.2984, s2.acc: 90.0783, s2.loss_bbox: 0.1978, loss: 2.0485, grad_norm: 2.8459
2021-08-10 08:23:41,090 - mmdet - INFO - Epoch [2][6550/7330] lr: 2.000e-02, eta: 18:58:40, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2964, loss_centernet_heatmap: 0.1834, s0.loss_cls: 0.3489, s0.acc: 89.2620, s0.loss_bbox: 0.1310, s1.loss_cls: 0.3222, s1.acc: 89.8340, s1.loss_bbox: 0.2284, s2.loss_cls: 0.2904, s2.acc: 90.4784, s2.loss_bbox: 0.2014, loss: 2.0023, grad_norm: 2.7619
2021-08-10 08:24:19,081 - mmdet - INFO - Epoch [2][6600/7330] lr: 2.000e-02, eta: 18:57:58, time: 0.760, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2989, loss_centernet_heatmap: 0.1804, s0.loss_cls: 0.3619, s0.acc: 88.8135, s0.loss_bbox: 0.1344, s1.loss_cls: 0.3307, s1.acc: 89.5504, s1.loss_bbox: 0.2367, s2.loss_cls: 0.2925, s2.acc: 90.4977, s2.loss_bbox: 0.1958, loss: 2.0313, grad_norm: 2.8470
2021-08-10 08:24:56,794 - mmdet - INFO - Epoch [2][6650/7330] lr: 2.000e-02, eta: 18:57:14, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2959, loss_centernet_heatmap: 0.1841, s0.loss_cls: 0.3492, s0.acc: 89.2473, s0.loss_bbox: 0.1292, s1.loss_cls: 0.3234, s1.acc: 89.9550, s1.loss_bbox: 0.2274, s2.loss_cls: 0.2887, s2.acc: 90.6602, s2.loss_bbox: 0.2006, loss: 1.9983, grad_norm: 2.8662
2021-08-10 08:25:34,065 - mmdet - INFO - Epoch [2][6700/7330] lr: 2.000e-02, eta: 18:56:28, time: 0.746, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3038, loss_centernet_heatmap: 0.1847, s0.loss_cls: 0.3554, s0.acc: 89.1057, s0.loss_bbox: 0.1333, s1.loss_cls: 0.3292, s1.acc: 89.7823, s1.loss_bbox: 0.2278, s2.loss_cls: 0.2908, s2.acc: 90.8569, s2.loss_bbox: 0.1948, loss: 2.0198, grad_norm: 2.9477
2021-08-10 08:26:12,136 - mmdet - INFO - Epoch [2][6750/7330] lr: 2.000e-02, eta: 18:55:47, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2938, loss_centernet_heatmap: 0.1799, s0.loss_cls: 0.3468, s0.acc: 89.0928, s0.loss_bbox: 0.1327, s1.loss_cls: 0.3200, s1.acc: 89.6171, s1.loss_bbox: 0.2278, s2.loss_cls: 0.2812, s2.acc: 90.7585, s2.loss_bbox: 0.1889, loss: 1.9711, grad_norm: 2.8512
2021-08-10 08:26:50,172 - mmdet - INFO - Epoch [2][6800/7330] lr: 2.000e-02, eta: 18:55:06, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3038, loss_centernet_heatmap: 0.1859, s0.loss_cls: 0.3617, s0.acc: 88.8472, s0.loss_bbox: 0.1321, s1.loss_cls: 0.3300, s1.acc: 89.6498, s1.loss_bbox: 0.2256, s2.loss_cls: 0.2913, s2.acc: 90.5456, s2.loss_bbox: 0.1890, loss: 2.0194, grad_norm: 2.8600
2021-08-10 08:27:28,287 - mmdet - INFO - Epoch [2][6850/7330] lr: 2.000e-02, eta: 18:54:25, time: 0.762, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3007, loss_centernet_heatmap: 0.1797, s0.loss_cls: 0.3653, s0.acc: 88.6255, s0.loss_bbox: 0.1328, s1.loss_cls: 0.3370, s1.acc: 89.3770, s1.loss_bbox: 0.2327, s2.loss_cls: 0.2942, s2.acc: 90.3850, s2.loss_bbox: 0.2052, loss: 2.0476, grad_norm: 2.8714
2021-08-10 08:28:06,072 - mmdet - INFO - Epoch [2][6900/7330] lr: 2.000e-02, eta: 18:53:42, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3016, loss_centernet_heatmap: 0.1831, s0.loss_cls: 0.3485, s0.acc: 89.2178, s0.loss_bbox: 0.1295, s1.loss_cls: 0.3231, s1.acc: 89.9336, s1.loss_bbox: 0.2289, s2.loss_cls: 0.2899, s2.acc: 90.5413, s2.loss_bbox: 0.1937, loss: 1.9983, grad_norm: 2.7818
2021-08-10 08:28:43,968 - mmdet - INFO - Epoch [2][6950/7330] lr: 2.000e-02, eta: 18:53:00, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3012, loss_centernet_heatmap: 0.1868, s0.loss_cls: 0.3619, s0.acc: 88.7939, s0.loss_bbox: 0.1335, s1.loss_cls: 0.3378, s1.acc: 89.5419, s1.loss_bbox: 0.2373, s2.loss_cls: 0.3004, s2.acc: 90.2838, s2.loss_bbox: 0.2062, loss: 2.0650, grad_norm: 2.8440
2021-08-10 08:29:22,065 - mmdet - INFO - Epoch [2][7000/7330] lr: 2.000e-02, eta: 18:52:19, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3005, loss_centernet_heatmap: 0.1844, s0.loss_cls: 0.3468, s0.acc: 89.3076, s0.loss_bbox: 0.1327, s1.loss_cls: 0.3251, s1.acc: 89.9011, s1.loss_bbox: 0.2344, s2.loss_cls: 0.2847, s2.acc: 90.6540, s2.loss_bbox: 0.2009, loss: 2.0095, grad_norm: 2.8518
2021-08-10 08:30:00,023 - mmdet - INFO - Epoch [2][7050/7330] lr: 2.000e-02, eta: 18:51:38, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3053, loss_centernet_heatmap: 0.1862, s0.loss_cls: 0.3599, s0.acc: 88.7380, s0.loss_bbox: 0.1326, s1.loss_cls: 0.3324, s1.acc: 89.5691, s1.loss_bbox: 0.2313, s2.loss_cls: 0.2971, s2.acc: 90.2526, s2.loss_bbox: 0.1964, loss: 2.0412, grad_norm: 2.9281
2021-08-10 08:30:37,908 - mmdet - INFO - Epoch [2][7100/7330] lr: 2.000e-02, eta: 18:50:56, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3066, loss_centernet_heatmap: 0.1840, s0.loss_cls: 0.3509, s0.acc: 89.1458, s0.loss_bbox: 0.1282, s1.loss_cls: 0.3256, s1.acc: 89.8069, s1.loss_bbox: 0.2278, s2.loss_cls: 0.2865, s2.acc: 90.7669, s2.loss_bbox: 0.1951, loss: 2.0047, grad_norm: 2.9375
2021-08-10 08:31:15,781 - mmdet - INFO - Epoch [2][7150/7330] lr: 2.000e-02, eta: 18:50:13, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2990, loss_centernet_heatmap: 0.1876, s0.loss_cls: 0.3645, s0.acc: 88.8645, s0.loss_bbox: 0.1262, s1.loss_cls: 0.3369, s1.acc: 89.7239, s1.loss_bbox: 0.2258, s2.loss_cls: 0.2916, s2.acc: 90.7543, s2.loss_bbox: 0.1941, loss: 2.0257, grad_norm: 2.8597
2021-08-10 08:31:53,634 - mmdet - INFO - Epoch [2][7200/7330] lr: 2.000e-02, eta: 18:49:31, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3004, loss_centernet_heatmap: 0.1845, s0.loss_cls: 0.3629, s0.acc: 88.8472, s0.loss_bbox: 0.1334, s1.loss_cls: 0.3326, s1.acc: 89.5225, s1.loss_bbox: 0.2328, s2.loss_cls: 0.2957, s2.acc: 90.5443, s2.loss_bbox: 0.1930, loss: 2.0352, grad_norm: 2.8948
2021-08-10 08:32:31,450 - mmdet - INFO - Epoch [2][7250/7330] lr: 2.000e-02, eta: 18:48:49, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2985, loss_centernet_heatmap: 0.1834, s0.loss_cls: 0.3560, s0.acc: 88.8110, s0.loss_bbox: 0.1275, s1.loss_cls: 0.3301, s1.acc: 89.5627, s1.loss_bbox: 0.2262, s2.loss_cls: 0.2916, s2.acc: 90.6164, s2.loss_bbox: 0.1959, loss: 2.0093, grad_norm: 2.9312
2021-08-10 08:33:09,573 - mmdet - INFO - Epoch [2][7300/7330] lr: 2.000e-02, eta: 18:48:08, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3001, loss_centernet_heatmap: 0.1865, s0.loss_cls: 0.3637, s0.acc: 88.5151, s0.loss_bbox: 0.1313, s1.loss_cls: 0.3337, s1.acc: 89.4212, s1.loss_bbox: 0.2343, s2.loss_cls: 0.2971, s2.acc: 90.2324, s2.loss_bbox: 0.2006, loss: 2.0473, grad_norm: 2.8852
2021-08-10 08:33:46,770 - mmdet - INFO - Saving checkpoint at 2 epochs
2021-08-10 08:35:56,386 - mmdet - INFO - Evaluating bbox...
2021-08-10 08:37:12,435 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 08:37:12,436 - mmdet - INFO - Epoch(val) [2][1250] bbox_mAP: 0.2640, bbox_mAP_50: 0.4020, bbox_mAP_75: 0.2890, bbox_mAP_s: 0.1240, bbox_mAP_m: 0.2870, bbox_mAP_l: 0.3710, bbox_mAP_copypaste: 0.264 0.402 0.289 0.124 0.287 0.371
2021-08-10 08:39:40,301 - mmdet - INFO - Epoch [3][50/7330] lr: 2.000e-02, eta: 18:55:42, time: 2.957, data_time: 2.158, memory: 6412, loss_centernet_loc: 0.2943, loss_centernet_heatmap: 0.1785, s0.loss_cls: 0.3442, s0.acc: 89.2908, s0.loss_bbox: 0.1275, s1.loss_cls: 0.3180, s1.acc: 89.9631, s1.loss_bbox: 0.2283, s2.loss_cls: 0.2843, s2.acc: 90.7676, s2.loss_bbox: 0.1939, loss: 1.9692, grad_norm: 2.9366
2021-08-10 08:40:18,212 - mmdet - INFO - Epoch [3][100/7330] lr: 2.000e-02, eta: 18:54:59, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2981, loss_centernet_heatmap: 0.1777, s0.loss_cls: 0.3396, s0.acc: 89.3135, s0.loss_bbox: 0.1270, s1.loss_cls: 0.3159, s1.acc: 89.8273, s1.loss_bbox: 0.2324, s2.loss_cls: 0.2851, s2.acc: 90.6879, s2.loss_bbox: 0.2061, loss: 1.9819, grad_norm: 2.8902
2021-08-10 08:40:55,533 - mmdet - INFO - Epoch [3][150/7330] lr: 2.000e-02, eta: 18:54:12, time: 0.747, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2914, loss_centernet_heatmap: 0.1868, s0.loss_cls: 0.3469, s0.acc: 89.2188, s0.loss_bbox: 0.1257, s1.loss_cls: 0.3203, s1.acc: 89.8866, s1.loss_bbox: 0.2226, s2.loss_cls: 0.2851, s2.acc: 90.6247, s2.loss_bbox: 0.1996, loss: 1.9783, grad_norm: 3.0382
2021-08-10 08:41:33,005 - mmdet - INFO - Epoch [3][200/7330] lr: 2.000e-02, eta: 18:53:25, time: 0.749, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2957, loss_centernet_heatmap: 0.1825, s0.loss_cls: 0.3589, s0.acc: 88.8894, s0.loss_bbox: 0.1285, s1.loss_cls: 0.3312, s1.acc: 89.6236, s1.loss_bbox: 0.2332, s2.loss_cls: 0.2946, s2.acc: 90.3481, s2.loss_bbox: 0.2032, loss: 2.0277, grad_norm: 2.9568
2021-08-10 08:42:10,397 - mmdet - INFO - Epoch [3][250/7330] lr: 2.000e-02, eta: 18:52:39, time: 0.748, data_time: 0.021, memory: 6412, loss_centernet_loc: 0.3019, loss_centernet_heatmap: 0.1825, s0.loss_cls: 0.3500, s0.acc: 88.8955, s0.loss_bbox: 0.1305, s1.loss_cls: 0.3312, s1.acc: 89.4703, s1.loss_bbox: 0.2304, s2.loss_cls: 0.2914, s2.acc: 90.6234, s2.loss_bbox: 0.1968, loss: 2.0147, grad_norm: 2.9056
2021-08-10 08:42:48,195 - mmdet - INFO - Epoch [3][300/7330] lr: 2.000e-02, eta: 18:51:54, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3071, loss_centernet_heatmap: 0.1831, s0.loss_cls: 0.3499, s0.acc: 88.9998, s0.loss_bbox: 0.1253, s1.loss_cls: 0.3242, s1.acc: 89.7331, s1.loss_bbox: 0.2271, s2.loss_cls: 0.2909, s2.acc: 90.3872, s2.loss_bbox: 0.1959, loss: 2.0035, grad_norm: 2.9885
2021-08-10 08:43:25,701 - mmdet - INFO - Epoch [3][350/7330] lr: 2.000e-02, eta: 18:51:08, time: 0.750, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3027, loss_centernet_heatmap: 0.1846, s0.loss_cls: 0.3625, s0.acc: 88.6375, s0.loss_bbox: 0.1303, s1.loss_cls: 0.3447, s1.acc: 89.0829, s1.loss_bbox: 0.2347, s2.loss_cls: 0.3048, s2.acc: 90.1558, s2.loss_bbox: 0.2033, loss: 2.0675, grad_norm: 3.0184
2021-08-10 08:44:03,197 - mmdet - INFO - Epoch [3][400/7330] lr: 2.000e-02, eta: 18:50:22, time: 0.750, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2996, loss_centernet_heatmap: 0.1833, s0.loss_cls: 0.3571, s0.acc: 88.7783, s0.loss_bbox: 0.1315, s1.loss_cls: 0.3317, s1.acc: 89.4554, s1.loss_bbox: 0.2412, s2.loss_cls: 0.2962, s2.acc: 90.1208, s2.loss_bbox: 0.2027, loss: 2.0434, grad_norm: 3.0066
2021-08-10 08:44:40,865 - mmdet - INFO - Epoch [3][450/7330] lr: 2.000e-02, eta: 18:49:38, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3061, loss_centernet_heatmap: 0.1821, s0.loss_cls: 0.3481, s0.acc: 89.0854, s0.loss_bbox: 0.1329, s1.loss_cls: 0.3211, s1.acc: 90.0044, s1.loss_bbox: 0.2356, s2.loss_cls: 0.2888, s2.acc: 90.5212, s2.loss_bbox: 0.2022, loss: 2.0169, grad_norm: 3.0483
2021-08-10 08:45:18,706 - mmdet - INFO - Epoch [3][500/7330] lr: 2.000e-02, eta: 18:48:54, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2948, loss_centernet_heatmap: 0.1804, s0.loss_cls: 0.3395, s0.acc: 89.5706, s0.loss_bbox: 0.1217, s1.loss_cls: 0.3124, s1.acc: 90.2834, s1.loss_bbox: 0.2272, s2.loss_cls: 0.2837, s2.acc: 90.8851, s2.loss_bbox: 0.2030, loss: 1.9627, grad_norm: 2.8568
2021-08-10 08:45:55,969 - mmdet - INFO - Epoch [3][550/7330] lr: 2.000e-02, eta: 18:48:07, time: 0.745, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3075, loss_centernet_heatmap: 0.1837, s0.loss_cls: 0.3414, s0.acc: 89.3779, s0.loss_bbox: 0.1246, s1.loss_cls: 0.3202, s1.acc: 89.8770, s1.loss_bbox: 0.2285, s2.loss_cls: 0.2924, s2.acc: 90.3652, s2.loss_bbox: 0.1977, loss: 1.9961, grad_norm: 3.0888
2021-08-10 08:46:33,521 - mmdet - INFO - Epoch [3][600/7330] lr: 2.000e-02, eta: 18:47:21, time: 0.751, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3111, loss_centernet_heatmap: 0.1848, s0.loss_cls: 0.3499, s0.acc: 89.0574, s0.loss_bbox: 0.1292, s1.loss_cls: 0.3315, s1.acc: 89.5518, s1.loss_bbox: 0.2340, s2.loss_cls: 0.2970, s2.acc: 90.3593, s2.loss_bbox: 0.1968, loss: 2.0342, grad_norm: 2.9996
2021-08-10 08:47:11,153 - mmdet - INFO - Epoch [3][650/7330] lr: 2.000e-02, eta: 18:46:36, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2929, loss_centernet_heatmap: 0.1791, s0.loss_cls: 0.3514, s0.acc: 88.8096, s0.loss_bbox: 0.1261, s1.loss_cls: 0.3315, s1.acc: 89.3660, s1.loss_bbox: 0.2349, s2.loss_cls: 0.3022, s2.acc: 89.8113, s2.loss_bbox: 0.2029, loss: 2.0211, grad_norm: 2.8812
2021-08-10 08:47:48,840 - mmdet - INFO - Epoch [3][700/7330] lr: 2.000e-02, eta: 18:45:52, time: 0.754, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2865, loss_centernet_heatmap: 0.1763, s0.loss_cls: 0.3538, s0.acc: 88.8025, s0.loss_bbox: 0.1241, s1.loss_cls: 0.3311, s1.acc: 89.3630, s1.loss_bbox: 0.2360, s2.loss_cls: 0.2941, s2.acc: 90.1641, s2.loss_bbox: 0.2049, loss: 2.0068, grad_norm: 2.9172
2021-08-10 08:48:26,754 - mmdet - INFO - Epoch [3][750/7330] lr: 2.000e-02, eta: 18:45:09, time: 0.758, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2949, loss_centernet_heatmap: 0.1814, s0.loss_cls: 0.3578, s0.acc: 88.8821, s0.loss_bbox: 0.1305, s1.loss_cls: 0.3368, s1.acc: 89.2936, s1.loss_bbox: 0.2394, s2.loss_cls: 0.3056, s2.acc: 89.8628, s2.loss_bbox: 0.2119, loss: 2.0582, grad_norm: 3.0600
2021-08-10 08:49:04,213 - mmdet - INFO - Epoch [3][800/7330] lr: 2.000e-02, eta: 18:44:23, time: 0.749, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2993, loss_centernet_heatmap: 0.1837, s0.loss_cls: 0.3561, s0.acc: 88.7410, s0.loss_bbox: 0.1267, s1.loss_cls: 0.3380, s1.acc: 89.1484, s1.loss_bbox: 0.2351, s2.loss_cls: 0.3067, s2.acc: 89.8342, s2.loss_bbox: 0.2036, loss: 2.0492, grad_norm: 3.1125
2021-08-10 08:49:41,736 - mmdet - INFO - Epoch [3][850/7330] lr: 2.000e-02, eta: 18:43:37, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2956, loss_centernet_heatmap: 0.1821, s0.loss_cls: 0.3628, s0.acc: 88.5969, s0.loss_bbox: 0.1298, s1.loss_cls: 0.3446, s1.acc: 88.8794, s1.loss_bbox: 0.2384, s2.loss_cls: 0.3067, s2.acc: 90.0076, s2.loss_bbox: 0.2062, loss: 2.0661, grad_norm: 2.9664
2021-08-10 08:50:19,476 - mmdet - INFO - Epoch [3][900/7330] lr: 2.000e-02, eta: 18:42:53, time: 0.755, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2991, loss_centernet_heatmap: 0.1793, s0.loss_cls: 0.3627, s0.acc: 88.7671, s0.loss_bbox: 0.1303, s1.loss_cls: 0.3409, s1.acc: 89.2334, s1.loss_bbox: 0.2315, s2.loss_cls: 0.3005, s2.acc: 90.2271, s2.loss_bbox: 0.2062, loss: 2.0505, grad_norm: 3.1815
2021-08-10 08:50:57,131 - mmdet - INFO - Epoch [3][950/7330] lr: 2.000e-02, eta: 18:42:09, time: 0.753, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2963, loss_centernet_heatmap: 0.1827, s0.loss_cls: 0.3523, s0.acc: 89.0415, s0.loss_bbox: 0.1246, s1.loss_cls: 0.3344, s1.acc: 89.5311, s1.loss_bbox: 0.2356, s2.loss_cls: 0.2979, s2.acc: 90.2915, s2.loss_bbox: 0.2027, loss: 2.0266, grad_norm: 3.0368
2021-08-10 08:51:34,432 - mmdet - INFO - Epoch [3][1000/7330] lr: 2.000e-02, eta: 18:41:23, time: 0.746, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2995, loss_centernet_heatmap: 0.1847, s0.loss_cls: 0.3651, s0.acc: 88.4351, s0.loss_bbox: 0.1302, s1.loss_cls: 0.3494, s1.acc: 88.8040, s1.loss_bbox: 0.2417, s2.loss_cls: 0.3129, s2.acc: 89.7643, s2.loss_bbox: 0.2021, loss: 2.0856, grad_norm: 3.0643
2021-08-10 08:52:11,730 - mmdet - INFO - Epoch [3][1050/7330] lr: 2.000e-02, eta: 18:40:36, time: 0.746, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3004, loss_centernet_heatmap: 0.1777, s0.loss_cls: 0.3489, s0.acc: 88.8335, s0.loss_bbox: 0.1283, s1.loss_cls: 0.3295, s1.acc: 89.3357, s1.loss_bbox: 0.2355, s2.loss_cls: 0.2962, s2.acc: 89.9770, s2.loss_bbox: 0.2072, loss: 2.0237, grad_norm: 2.9991
2021-08-10 08:52:49,080 - mmdet - INFO - Epoch [3][1100/7330] lr: 2.000e-02, eta: 18:39:50, time: 0.748, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2961, loss_centernet_heatmap: 0.1783, s0.loss_cls: 0.3409, s0.acc: 89.1670, s0.loss_bbox: 0.1251, s1.loss_cls: 0.3283, s1.acc: 89.4218, s1.loss_bbox: 0.2309, s2.loss_cls: 0.2933, s2.acc: 90.3164, s2.loss_bbox: 0.2029, loss: 1.9958, grad_norm: 2.9975
2021-08-10 08:53:26,120 - mmdet - INFO - Epoch [3][1150/7330] lr: 2.000e-02, eta: 18:39:02, time: 0.741, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3028, loss_centernet_heatmap: 0.1848, s0.loss_cls: 0.3610, s0.acc: 88.5774, s0.loss_bbox: 0.1303, s1.loss_cls: 0.3445, s1.acc: 88.8170, s1.loss_bbox: 0.2386, s2.loss_cls: 0.3083, s2.acc: 89.6531, s2.loss_bbox: 0.2062, loss: 2.0766, grad_norm: 3.1486
2021-08-10 08:54:03,760 - mmdet - INFO - Epoch [3][1200/7330] lr: 2.000e-02, eta: 18:38:18, time: 0.753, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3031, loss_centernet_heatmap: 0.1827, s0.loss_cls: 0.3625, s0.acc: 88.7812, s0.loss_bbox: 0.1284, s1.loss_cls: 0.3454, s1.acc: 89.0822, s1.loss_bbox: 0.2310, s2.loss_cls: 0.3093, s2.acc: 90.0217, s2.loss_bbox: 0.2055, loss: 2.0680, grad_norm: 3.0463
2021-08-10 08:54:41,450 - mmdet - INFO - Epoch [3][1250/7330] lr: 2.000e-02, eta: 18:37:34, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3039, loss_centernet_heatmap: 0.1819, s0.loss_cls: 0.3610, s0.acc: 88.9578, s0.loss_bbox: 0.1242, s1.loss_cls: 0.3488, s1.acc: 89.1399, s1.loss_bbox: 0.2359, s2.loss_cls: 0.3093, s2.acc: 89.8706, s2.loss_bbox: 0.2001, loss: 2.0652, grad_norm: 3.0851
2021-08-10 08:55:18,846 - mmdet - INFO - Epoch [3][1300/7330] lr: 2.000e-02, eta: 18:36:48, time: 0.747, data_time: 0.019, memory: 6412, loss_centernet_loc: 0.3042, loss_centernet_heatmap: 0.1831, s0.loss_cls: 0.3568, s0.acc: 88.5947, s0.loss_bbox: 0.1296, s1.loss_cls: 0.3486, s1.acc: 88.5688, s1.loss_bbox: 0.2436, s2.loss_cls: 0.3172, s2.acc: 89.2184, s2.loss_bbox: 0.2133, loss: 2.0964, grad_norm: 3.0221
2021-08-10 08:55:56,796 - mmdet - INFO - Epoch [3][1350/7330] lr: 2.000e-02, eta: 18:36:06, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3033, loss_centernet_heatmap: 0.1798, s0.loss_cls: 0.3628, s0.acc: 88.5642, s0.loss_bbox: 0.1314, s1.loss_cls: 0.3448, s1.acc: 89.0009, s1.loss_bbox: 0.2401, s2.loss_cls: 0.3065, s2.acc: 89.8945, s2.loss_bbox: 0.2044, loss: 2.0730, grad_norm: 3.0886
2021-08-10 08:56:34,352 - mmdet - INFO - Epoch [3][1400/7330] lr: 2.000e-02, eta: 18:35:21, time: 0.751, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2987, loss_centernet_heatmap: 0.1828, s0.loss_cls: 0.3432, s0.acc: 89.2363, s0.loss_bbox: 0.1273, s1.loss_cls: 0.3230, s1.acc: 89.7476, s1.loss_bbox: 0.2310, s2.loss_cls: 0.2889, s2.acc: 90.6028, s2.loss_bbox: 0.1975, loss: 1.9923, grad_norm: 2.8689
2021-08-10 08:57:11,866 - mmdet - INFO - Epoch [3][1450/7330] lr: 2.000e-02, eta: 18:34:37, time: 0.750, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2961, loss_centernet_heatmap: 0.1823, s0.loss_cls: 0.3688, s0.acc: 88.2935, s0.loss_bbox: 0.1322, s1.loss_cls: 0.3482, s1.acc: 88.7799, s1.loss_bbox: 0.2390, s2.loss_cls: 0.3085, s2.acc: 89.8233, s2.loss_bbox: 0.2033, loss: 2.0785, grad_norm: 3.0097
2021-08-10 08:57:49,693 - mmdet - INFO - Epoch [3][1500/7330] lr: 2.000e-02, eta: 18:33:54, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3056, loss_centernet_heatmap: 0.1798, s0.loss_cls: 0.3424, s0.acc: 89.0413, s0.loss_bbox: 0.1280, s1.loss_cls: 0.3240, s1.acc: 89.4976, s1.loss_bbox: 0.2381, s2.loss_cls: 0.2924, s2.acc: 90.1598, s2.loss_bbox: 0.2067, loss: 2.0169, grad_norm: 2.9822
2021-08-10 08:58:27,576 - mmdet - INFO - Epoch [3][1550/7330] lr: 2.000e-02, eta: 18:33:11, time: 0.758, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.3064, loss_centernet_heatmap: 0.1835, s0.loss_cls: 0.3576, s0.acc: 88.7405, s0.loss_bbox: 0.1282, s1.loss_cls: 0.3496, s1.acc: 88.8803, s1.loss_bbox: 0.2350, s2.loss_cls: 0.3097, s2.acc: 89.7174, s2.loss_bbox: 0.2044, loss: 2.0743, grad_norm: 2.9968
2021-08-10 08:59:05,035 - mmdet - INFO - Epoch [3][1600/7330] lr: 2.000e-02, eta: 18:32:26, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3015, loss_centernet_heatmap: 0.1766, s0.loss_cls: 0.3513, s0.acc: 88.8450, s0.loss_bbox: 0.1273, s1.loss_cls: 0.3348, s1.acc: 89.1999, s1.loss_bbox: 0.2416, s2.loss_cls: 0.2967, s2.acc: 90.2139, s2.loss_bbox: 0.2107, loss: 2.0405, grad_norm: 2.9825
2021-08-10 08:59:42,347 - mmdet - INFO - Epoch [3][1650/7330] lr: 2.000e-02, eta: 18:31:40, time: 0.746, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3033, loss_centernet_heatmap: 0.1852, s0.loss_cls: 0.3824, s0.acc: 88.0391, s0.loss_bbox: 0.1328, s1.loss_cls: 0.3664, s1.acc: 88.2794, s1.loss_bbox: 0.2456, s2.loss_cls: 0.3302, s2.acc: 88.9100, s2.loss_bbox: 0.2093, loss: 2.1552, grad_norm: 3.1656
2021-08-10 09:00:19,785 - mmdet - INFO - Epoch [3][1700/7330] lr: 2.000e-02, eta: 18:30:55, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3023, loss_centernet_heatmap: 0.1824, s0.loss_cls: 0.3541, s0.acc: 88.7803, s0.loss_bbox: 0.1266, s1.loss_cls: 0.3429, s1.acc: 89.0659, s1.loss_bbox: 0.2360, s2.loss_cls: 0.3079, s2.acc: 89.9252, s2.loss_bbox: 0.2085, loss: 2.0609, grad_norm: 3.0650
2021-08-10 09:00:57,407 - mmdet - INFO - Epoch [3][1750/7330] lr: 2.000e-02, eta: 18:30:11, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3010, loss_centernet_heatmap: 0.1792, s0.loss_cls: 0.3380, s0.acc: 89.2041, s0.loss_bbox: 0.1245, s1.loss_cls: 0.3329, s1.acc: 89.2100, s1.loss_bbox: 0.2297, s2.loss_cls: 0.3021, s2.acc: 89.9046, s2.loss_bbox: 0.2065, loss: 2.0139, grad_norm: 3.0042
2021-08-10 09:01:34,771 - mmdet - INFO - Epoch [3][1800/7330] lr: 2.000e-02, eta: 18:29:26, time: 0.747, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2924, loss_centernet_heatmap: 0.1842, s0.loss_cls: 0.3567, s0.acc: 88.9014, s0.loss_bbox: 0.1267, s1.loss_cls: 0.3386, s1.acc: 89.3963, s1.loss_bbox: 0.2347, s2.loss_cls: 0.3010, s2.acc: 90.2587, s2.loss_bbox: 0.2078, loss: 2.0420, grad_norm: 2.9476
2021-08-10 09:02:12,126 - mmdet - INFO - Epoch [3][1850/7330] lr: 2.000e-02, eta: 18:28:41, time: 0.747, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3086, loss_centernet_heatmap: 0.1823, s0.loss_cls: 0.3603, s0.acc: 88.5081, s0.loss_bbox: 0.1293, s1.loss_cls: 0.3495, s1.acc: 88.8006, s1.loss_bbox: 0.2351, s2.loss_cls: 0.3151, s2.acc: 89.4660, s2.loss_bbox: 0.2067, loss: 2.0868, grad_norm: 3.1107
2021-08-10 09:02:49,378 - mmdet - INFO - Epoch [3][1900/7330] lr: 2.000e-02, eta: 18:27:55, time: 0.745, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2957, loss_centernet_heatmap: 0.1792, s0.loss_cls: 0.3602, s0.acc: 88.7756, s0.loss_bbox: 0.1254, s1.loss_cls: 0.3402, s1.acc: 89.1980, s1.loss_bbox: 0.2348, s2.loss_cls: 0.3039, s2.acc: 89.9778, s2.loss_bbox: 0.2043, loss: 2.0438, grad_norm: 3.0057
2021-08-10 09:03:27,118 - mmdet - INFO - Epoch [3][1950/7330] lr: 2.000e-02, eta: 18:27:12, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3060, loss_centernet_heatmap: 0.1838, s0.loss_cls: 0.3641, s0.acc: 88.6316, s0.loss_bbox: 0.1271, s1.loss_cls: 0.3484, s1.acc: 89.0374, s1.loss_bbox: 0.2336, s2.loss_cls: 0.3178, s2.acc: 89.6837, s2.loss_bbox: 0.2086, loss: 2.0893, grad_norm: 3.2025
2021-08-10 09:04:04,949 - mmdet - INFO - Epoch [3][2000/7330] lr: 2.000e-02, eta: 18:26:29, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3065, loss_centernet_heatmap: 0.1849, s0.loss_cls: 0.3586, s0.acc: 89.1575, s0.loss_bbox: 0.1250, s1.loss_cls: 0.3427, s1.acc: 89.3808, s1.loss_bbox: 0.2249, s2.loss_cls: 0.3071, s2.acc: 90.0948, s2.loss_bbox: 0.1997, loss: 2.0493, grad_norm: 3.1928
2021-08-10 09:04:42,461 - mmdet - INFO - Epoch [3][2050/7330] lr: 2.000e-02, eta: 18:25:45, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3026, loss_centernet_heatmap: 0.1828, s0.loss_cls: 0.3526, s0.acc: 89.0735, s0.loss_bbox: 0.1293, s1.loss_cls: 0.3378, s1.acc: 89.3409, s1.loss_bbox: 0.2371, s2.loss_cls: 0.2965, s2.acc: 90.1090, s2.loss_bbox: 0.2040, loss: 2.0427, grad_norm: 2.9672
2021-08-10 09:05:19,645 - mmdet - INFO - Epoch [3][2100/7330] lr: 2.000e-02, eta: 18:24:59, time: 0.744, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3049, loss_centernet_heatmap: 0.1838, s0.loss_cls: 0.3534, s0.acc: 88.8406, s0.loss_bbox: 0.1294, s1.loss_cls: 0.3278, s1.acc: 89.2770, s1.loss_bbox: 0.2318, s2.loss_cls: 0.2942, s2.acc: 90.0321, s2.loss_bbox: 0.2006, loss: 2.0259, grad_norm: 3.0083
2021-08-10 09:05:57,582 - mmdet - INFO - Epoch [3][2150/7330] lr: 2.000e-02, eta: 18:24:17, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2940, loss_centernet_heatmap: 0.1778, s0.loss_cls: 0.3494, s0.acc: 89.1721, s0.loss_bbox: 0.1239, s1.loss_cls: 0.3303, s1.acc: 89.5815, s1.loss_bbox: 0.2270, s2.loss_cls: 0.2961, s2.acc: 90.2813, s2.loss_bbox: 0.2040, loss: 2.0026, grad_norm: 3.0180
2021-08-10 09:06:34,970 - mmdet - INFO - Epoch [3][2200/7330] lr: 2.000e-02, eta: 18:23:32, time: 0.748, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2951, loss_centernet_heatmap: 0.1757, s0.loss_cls: 0.3461, s0.acc: 89.1326, s0.loss_bbox: 0.1261, s1.loss_cls: 0.3370, s1.acc: 89.1606, s1.loss_bbox: 0.2290, s2.loss_cls: 0.2990, s2.acc: 90.3561, s2.loss_bbox: 0.2004, loss: 2.0085, grad_norm: 3.0938
2021-08-10 09:07:12,535 - mmdet - INFO - Epoch [3][2250/7330] lr: 2.000e-02, eta: 18:22:48, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2939, loss_centernet_heatmap: 0.1783, s0.loss_cls: 0.3527, s0.acc: 88.8037, s0.loss_bbox: 0.1317, s1.loss_cls: 0.3365, s1.acc: 89.0875, s1.loss_bbox: 0.2442, s2.loss_cls: 0.2991, s2.acc: 90.0002, s2.loss_bbox: 0.2076, loss: 2.0440, grad_norm: 2.9544
2021-08-10 09:07:50,394 - mmdet - INFO - Epoch [3][2300/7330] lr: 2.000e-02, eta: 18:22:06, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3032, loss_centernet_heatmap: 0.1795, s0.loss_cls: 0.3470, s0.acc: 88.9194, s0.loss_bbox: 0.1247, s1.loss_cls: 0.3384, s1.acc: 88.9573, s1.loss_bbox: 0.2283, s2.loss_cls: 0.3042, s2.acc: 89.7286, s2.loss_bbox: 0.2026, loss: 2.0279, grad_norm: 3.0969
2021-08-10 09:08:28,198 - mmdet - INFO - Epoch [3][2350/7330] lr: 2.000e-02, eta: 18:21:23, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3036, loss_centernet_heatmap: 0.1816, s0.loss_cls: 0.3475, s0.acc: 88.6519, s0.loss_bbox: 0.1293, s1.loss_cls: 0.3418, s1.acc: 88.7199, s1.loss_bbox: 0.2401, s2.loss_cls: 0.3084, s2.acc: 89.5916, s2.loss_bbox: 0.2071, loss: 2.0593, grad_norm: 2.9333
2021-08-10 09:09:05,587 - mmdet - INFO - Epoch [3][2400/7330] lr: 2.000e-02, eta: 18:20:38, time: 0.748, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3024, loss_centernet_heatmap: 0.1806, s0.loss_cls: 0.3530, s0.acc: 88.8044, s0.loss_bbox: 0.1273, s1.loss_cls: 0.3504, s1.acc: 88.4531, s1.loss_bbox: 0.2349, s2.loss_cls: 0.3160, s2.acc: 89.1925, s2.loss_bbox: 0.2067, loss: 2.0714, grad_norm: 3.1679
2021-08-10 09:09:43,825 - mmdet - INFO - Epoch [3][2450/7330] lr: 2.000e-02, eta: 18:19:58, time: 0.765, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3040, loss_centernet_heatmap: 0.1897, s0.loss_cls: 0.3728, s0.acc: 88.5342, s0.loss_bbox: 0.1299, s1.loss_cls: 0.3610, s1.acc: 88.6808, s1.loss_bbox: 0.2407, s2.loss_cls: 0.3202, s2.acc: 89.4934, s2.loss_bbox: 0.2068, loss: 2.1251, grad_norm: 3.0752
2021-08-10 09:10:21,049 - mmdet - INFO - Epoch [3][2500/7330] lr: 2.000e-02, eta: 18:19:13, time: 0.744, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3066, loss_centernet_heatmap: 0.1791, s0.loss_cls: 0.3495, s0.acc: 89.1074, s0.loss_bbox: 0.1251, s1.loss_cls: 0.3358, s1.acc: 89.5849, s1.loss_bbox: 0.2250, s2.loss_cls: 0.2954, s2.acc: 90.3429, s2.loss_bbox: 0.1924, loss: 2.0088, grad_norm: 2.9826
2021-08-10 09:10:58,684 - mmdet - INFO - Epoch [3][2550/7330] lr: 2.000e-02, eta: 18:18:29, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.3080, loss_centernet_heatmap: 0.1845, s0.loss_cls: 0.3523, s0.acc: 88.8276, s0.loss_bbox: 0.1305, s1.loss_cls: 0.3403, s1.acc: 88.9729, s1.loss_bbox: 0.2363, s2.loss_cls: 0.3075, s2.acc: 89.5921, s2.loss_bbox: 0.1992, loss: 2.0586, grad_norm: 3.0776
2021-08-10 09:11:35,935 - mmdet - INFO - Epoch [3][2600/7330] lr: 2.000e-02, eta: 18:17:44, time: 0.745, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2919, loss_centernet_heatmap: 0.1778, s0.loss_cls: 0.3352, s0.acc: 89.4573, s0.loss_bbox: 0.1237, s1.loss_cls: 0.3139, s1.acc: 90.0269, s1.loss_bbox: 0.2220, s2.loss_cls: 0.2811, s2.acc: 90.7276, s2.loss_bbox: 0.1927, loss: 1.9384, grad_norm: 2.7903
2021-08-10 09:12:13,653 - mmdet - INFO - Epoch [3][2650/7330] lr: 2.000e-02, eta: 18:17:01, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2998, loss_centernet_heatmap: 0.1808, s0.loss_cls: 0.3419, s0.acc: 89.3125, s0.loss_bbox: 0.1245, s1.loss_cls: 0.3228, s1.acc: 89.7559, s1.loss_bbox: 0.2299, s2.loss_cls: 0.2933, s2.acc: 90.5438, s2.loss_bbox: 0.1993, loss: 1.9924, grad_norm: 2.9884
2021-08-10 09:12:51,584 - mmdet - INFO - Epoch [3][2700/7330] lr: 2.000e-02, eta: 18:16:20, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2932, loss_centernet_heatmap: 0.1771, s0.loss_cls: 0.3449, s0.acc: 89.0264, s0.loss_bbox: 0.1246, s1.loss_cls: 0.3314, s1.acc: 89.4550, s1.loss_bbox: 0.2337, s2.loss_cls: 0.3026, s2.acc: 89.9254, s2.loss_bbox: 0.2068, loss: 2.0141, grad_norm: 2.9180
2021-08-10 09:13:29,233 - mmdet - INFO - Epoch [3][2750/7330] lr: 2.000e-02, eta: 18:15:36, time: 0.752, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.3066, loss_centernet_heatmap: 0.1828, s0.loss_cls: 0.3542, s0.acc: 88.9043, s0.loss_bbox: 0.1255, s1.loss_cls: 0.3446, s1.acc: 89.1111, s1.loss_bbox: 0.2315, s2.loss_cls: 0.3048, s2.acc: 90.0486, s2.loss_bbox: 0.2005, loss: 2.0505, grad_norm: 3.0934
2021-08-10 09:14:06,573 - mmdet - INFO - Epoch [3][2800/7330] lr: 2.000e-02, eta: 18:14:52, time: 0.748, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3042, loss_centernet_heatmap: 0.1815, s0.loss_cls: 0.3430, s0.acc: 89.1484, s0.loss_bbox: 0.1275, s1.loss_cls: 0.3343, s1.acc: 89.2620, s1.loss_bbox: 0.2415, s2.loss_cls: 0.2983, s2.acc: 90.0681, s2.loss_bbox: 0.2091, loss: 2.0396, grad_norm: 3.0333
2021-08-10 09:14:44,522 - mmdet - INFO - Epoch [3][2850/7330] lr: 2.000e-02, eta: 18:14:10, time: 0.759, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2972, loss_centernet_heatmap: 0.1793, s0.loss_cls: 0.3477, s0.acc: 89.0369, s0.loss_bbox: 0.1273, s1.loss_cls: 0.3288, s1.acc: 89.5172, s1.loss_bbox: 0.2327, s2.loss_cls: 0.2977, s2.acc: 89.9090, s2.loss_bbox: 0.2053, loss: 2.0160, grad_norm: 2.9784
2021-08-10 09:15:22,140 - mmdet - INFO - Epoch [3][2900/7330] lr: 2.000e-02, eta: 18:13:27, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2877, loss_centernet_heatmap: 0.1742, s0.loss_cls: 0.3548, s0.acc: 88.9846, s0.loss_bbox: 0.1198, s1.loss_cls: 0.3422, s1.acc: 89.2755, s1.loss_bbox: 0.2319, s2.loss_cls: 0.3085, s2.acc: 89.9045, s2.loss_bbox: 0.2059, loss: 2.0251, grad_norm: 2.9674
2021-08-10 09:15:59,527 - mmdet - INFO - Epoch [3][2950/7330] lr: 2.000e-02, eta: 18:12:43, time: 0.748, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3042, loss_centernet_heatmap: 0.1875, s0.loss_cls: 0.3531, s0.acc: 88.8914, s0.loss_bbox: 0.1244, s1.loss_cls: 0.3348, s1.acc: 89.2121, s1.loss_bbox: 0.2294, s2.loss_cls: 0.3034, s2.acc: 90.1636, s2.loss_bbox: 0.2023, loss: 2.0391, grad_norm: 3.0231
2021-08-10 09:16:36,742 - mmdet - INFO - Epoch [3][3000/7330] lr: 2.000e-02, eta: 18:11:58, time: 0.744, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3065, loss_centernet_heatmap: 0.1792, s0.loss_cls: 0.3580, s0.acc: 88.7017, s0.loss_bbox: 0.1278, s1.loss_cls: 0.3416, s1.acc: 89.1912, s1.loss_bbox: 0.2367, s2.loss_cls: 0.3018, s2.acc: 90.2026, s2.loss_bbox: 0.2062, loss: 2.0579, grad_norm: 3.0959
2021-08-10 09:17:14,304 - mmdet - INFO - Epoch [3][3050/7330] lr: 2.000e-02, eta: 18:11:14, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3026, loss_centernet_heatmap: 0.1814, s0.loss_cls: 0.3543, s0.acc: 88.8584, s0.loss_bbox: 0.1270, s1.loss_cls: 0.3388, s1.acc: 89.1039, s1.loss_bbox: 0.2423, s2.loss_cls: 0.3056, s2.acc: 89.8404, s2.loss_bbox: 0.2167, loss: 2.0687, grad_norm: 2.9714
2021-08-10 09:17:51,853 - mmdet - INFO - Epoch [3][3100/7330] lr: 2.000e-02, eta: 18:10:31, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2895, loss_centernet_heatmap: 0.1827, s0.loss_cls: 0.3332, s0.acc: 89.5615, s0.loss_bbox: 0.1242, s1.loss_cls: 0.3123, s1.acc: 90.0969, s1.loss_bbox: 0.2145, s2.loss_cls: 0.2820, s2.acc: 90.9328, s2.loss_bbox: 0.1881, loss: 1.9263, grad_norm: 2.7814
2021-08-10 09:18:29,202 - mmdet - INFO - Epoch [3][3150/7330] lr: 2.000e-02, eta: 18:09:47, time: 0.747, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2983, loss_centernet_heatmap: 0.1824, s0.loss_cls: 0.3463, s0.acc: 89.1699, s0.loss_bbox: 0.1253, s1.loss_cls: 0.3186, s1.acc: 89.8836, s1.loss_bbox: 0.2231, s2.loss_cls: 0.2779, s2.acc: 91.0679, s2.loss_bbox: 0.1905, loss: 1.9623, grad_norm: 2.8792
2021-08-10 09:19:07,022 - mmdet - INFO - Epoch [3][3200/7330] lr: 2.000e-02, eta: 18:09:05, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2982, loss_centernet_heatmap: 0.1762, s0.loss_cls: 0.3446, s0.acc: 89.2656, s0.loss_bbox: 0.1227, s1.loss_cls: 0.3313, s1.acc: 89.4643, s1.loss_bbox: 0.2325, s2.loss_cls: 0.3024, s2.acc: 89.9557, s2.loss_bbox: 0.2082, loss: 2.0161, grad_norm: 3.0576
2021-08-10 09:19:44,855 - mmdet - INFO - Epoch [3][3250/7330] lr: 2.000e-02, eta: 18:08:23, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2933, loss_centernet_heatmap: 0.1760, s0.loss_cls: 0.3478, s0.acc: 88.9148, s0.loss_bbox: 0.1235, s1.loss_cls: 0.3345, s1.acc: 89.1169, s1.loss_bbox: 0.2354, s2.loss_cls: 0.3032, s2.acc: 89.7382, s2.loss_bbox: 0.2126, loss: 2.0262, grad_norm: 3.0166
2021-08-10 09:20:22,581 - mmdet - INFO - Epoch [3][3300/7330] lr: 2.000e-02, eta: 18:07:40, time: 0.755, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3017, loss_centernet_heatmap: 0.1821, s0.loss_cls: 0.3520, s0.acc: 88.7871, s0.loss_bbox: 0.1276, s1.loss_cls: 0.3347, s1.acc: 89.1074, s1.loss_bbox: 0.2353, s2.loss_cls: 0.3003, s2.acc: 89.6762, s2.loss_bbox: 0.2016, loss: 2.0353, grad_norm: 3.0346
2021-08-10 09:20:59,757 - mmdet - INFO - Epoch [3][3350/7330] lr: 2.000e-02, eta: 18:06:55, time: 0.743, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2947, loss_centernet_heatmap: 0.1790, s0.loss_cls: 0.3548, s0.acc: 88.8135, s0.loss_bbox: 0.1286, s1.loss_cls: 0.3419, s1.acc: 88.8720, s1.loss_bbox: 0.2312, s2.loss_cls: 0.3093, s2.acc: 89.6213, s2.loss_bbox: 0.2034, loss: 2.0429, grad_norm: 3.0648
2021-08-10 09:21:36,503 - mmdet - INFO - Epoch [3][3400/7330] lr: 2.000e-02, eta: 18:06:08, time: 0.735, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2994, loss_centernet_heatmap: 0.1826, s0.loss_cls: 0.3412, s0.acc: 89.3489, s0.loss_bbox: 0.1225, s1.loss_cls: 0.3352, s1.acc: 89.3600, s1.loss_bbox: 0.2177, s2.loss_cls: 0.3019, s2.acc: 90.1129, s2.loss_bbox: 0.1974, loss: 1.9980, grad_norm: 3.1062
2021-08-10 09:22:13,355 - mmdet - INFO - Epoch [3][3450/7330] lr: 2.000e-02, eta: 18:05:22, time: 0.738, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2854, loss_centernet_heatmap: 0.1877, s0.loss_cls: 0.2977, s0.acc: 90.9111, s0.loss_bbox: 0.1124, s1.loss_cls: 0.2728, s1.acc: 91.5247, s1.loss_bbox: 0.1888, s2.loss_cls: 0.2459, s2.acc: 92.1164, s2.loss_bbox: 0.1645, loss: 1.7553, grad_norm: 2.3341
2021-08-10 09:22:51,078 - mmdet - INFO - Epoch [3][3500/7330] lr: 2.000e-02, eta: 18:04:40, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2827, loss_centernet_heatmap: 0.1804, s0.loss_cls: 0.2935, s0.acc: 90.9929, s0.loss_bbox: 0.1135, s1.loss_cls: 0.2713, s1.acc: 91.4900, s1.loss_bbox: 0.1956, s2.loss_cls: 0.2442, s2.acc: 92.1425, s2.loss_bbox: 0.1750, loss: 1.7561, grad_norm: 2.4331
2021-08-10 09:23:28,587 - mmdet - INFO - Epoch [3][3550/7330] lr: 2.000e-02, eta: 18:03:57, time: 0.750, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2762, loss_centernet_heatmap: 0.1759, s0.loss_cls: 0.3108, s0.acc: 90.1875, s0.loss_bbox: 0.1227, s1.loss_cls: 0.2903, s1.acc: 90.7153, s1.loss_bbox: 0.2109, s2.loss_cls: 0.2639, s2.acc: 91.2525, s2.loss_bbox: 0.1822, loss: 1.8328, grad_norm: 2.4804
2021-08-10 09:24:06,202 - mmdet - INFO - Epoch [3][3600/7330] lr: 2.000e-02, eta: 18:03:14, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2883, loss_centernet_heatmap: 0.1802, s0.loss_cls: 0.3014, s0.acc: 90.6213, s0.loss_bbox: 0.1223, s1.loss_cls: 0.2795, s1.acc: 91.1168, s1.loss_bbox: 0.2062, s2.loss_cls: 0.2514, s2.acc: 91.6303, s2.loss_bbox: 0.1783, loss: 1.8076, grad_norm: 2.4940
2021-08-10 09:24:43,893 - mmdet - INFO - Epoch [3][3650/7330] lr: 2.000e-02, eta: 18:02:31, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2813, loss_centernet_heatmap: 0.1788, s0.loss_cls: 0.3084, s0.acc: 90.5254, s0.loss_bbox: 0.1233, s1.loss_cls: 0.2859, s1.acc: 90.9877, s1.loss_bbox: 0.2060, s2.loss_cls: 0.2531, s2.acc: 91.7691, s2.loss_bbox: 0.1743, loss: 1.8111, grad_norm: 2.5409
2021-08-10 09:25:21,324 - mmdet - INFO - Epoch [3][3700/7330] lr: 2.000e-02, eta: 18:01:48, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2815, loss_centernet_heatmap: 0.1769, s0.loss_cls: 0.3050, s0.acc: 90.5605, s0.loss_bbox: 0.1211, s1.loss_cls: 0.2854, s1.acc: 91.0172, s1.loss_bbox: 0.2095, s2.loss_cls: 0.2583, s2.acc: 91.5157, s2.loss_bbox: 0.1833, loss: 1.8211, grad_norm: 2.5760
2021-08-10 09:25:59,242 - mmdet - INFO - Epoch [3][3750/7330] lr: 2.000e-02, eta: 18:01:07, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2824, loss_centernet_heatmap: 0.1765, s0.loss_cls: 0.3184, s0.acc: 89.9624, s0.loss_bbox: 0.1279, s1.loss_cls: 0.2927, s1.acc: 90.5164, s1.loss_bbox: 0.2129, s2.loss_cls: 0.2613, s2.acc: 91.2472, s2.loss_bbox: 0.1794, loss: 1.8515, grad_norm: 2.6388
2021-08-10 09:26:36,784 - mmdet - INFO - Epoch [3][3800/7330] lr: 2.000e-02, eta: 18:00:24, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2882, loss_centernet_heatmap: 0.1789, s0.loss_cls: 0.3188, s0.acc: 90.1091, s0.loss_bbox: 0.1260, s1.loss_cls: 0.2926, s1.acc: 90.8853, s1.loss_bbox: 0.2121, s2.loss_cls: 0.2629, s2.acc: 91.3255, s2.loss_bbox: 0.1820, loss: 1.8615, grad_norm: 2.5509
2021-08-10 09:27:14,542 - mmdet - INFO - Epoch [3][3850/7330] lr: 2.000e-02, eta: 17:59:42, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2859, loss_centernet_heatmap: 0.1760, s0.loss_cls: 0.3225, s0.acc: 89.9067, s0.loss_bbox: 0.1233, s1.loss_cls: 0.2978, s1.acc: 90.6331, s1.loss_bbox: 0.2184, s2.loss_cls: 0.2673, s2.acc: 91.2989, s2.loss_bbox: 0.1887, loss: 1.8799, grad_norm: 2.6608
2021-08-10 09:27:52,507 - mmdet - INFO - Epoch [3][3900/7330] lr: 2.000e-02, eta: 17:59:01, time: 0.759, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2842, loss_centernet_heatmap: 0.1779, s0.loss_cls: 0.3321, s0.acc: 89.6038, s0.loss_bbox: 0.1318, s1.loss_cls: 0.3125, s1.acc: 90.0276, s1.loss_bbox: 0.2189, s2.loss_cls: 0.2783, s2.acc: 90.7092, s2.loss_bbox: 0.1864, loss: 1.9223, grad_norm: 2.6627
2021-08-10 09:28:30,249 - mmdet - INFO - Epoch [3][3950/7330] lr: 2.000e-02, eta: 17:58:19, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2775, loss_centernet_heatmap: 0.1756, s0.loss_cls: 0.3220, s0.acc: 89.9226, s0.loss_bbox: 0.1257, s1.loss_cls: 0.2973, s1.acc: 90.5393, s1.loss_bbox: 0.2172, s2.loss_cls: 0.2657, s2.acc: 91.1941, s2.loss_bbox: 0.1872, loss: 1.8682, grad_norm: 2.7367
2021-08-10 09:29:08,207 - mmdet - INFO - Epoch [3][4000/7330] lr: 2.000e-02, eta: 17:57:38, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2849, loss_centernet_heatmap: 0.1762, s0.loss_cls: 0.3270, s0.acc: 89.8845, s0.loss_bbox: 0.1255, s1.loss_cls: 0.3002, s1.acc: 90.5194, s1.loss_bbox: 0.2145, s2.loss_cls: 0.2679, s2.acc: 91.3991, s2.loss_bbox: 0.1888, loss: 1.8849, grad_norm: 2.6227
2021-08-10 09:29:45,995 - mmdet - INFO - Epoch [3][4050/7330] lr: 2.000e-02, eta: 17:56:56, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2828, loss_centernet_heatmap: 0.1786, s0.loss_cls: 0.3147, s0.acc: 90.2556, s0.loss_bbox: 0.1221, s1.loss_cls: 0.2938, s1.acc: 90.7114, s1.loss_bbox: 0.2126, s2.loss_cls: 0.2697, s2.acc: 91.2325, s2.loss_bbox: 0.1903, loss: 1.8646, grad_norm: 2.7102
2021-08-10 09:30:23,539 - mmdet - INFO - Epoch [3][4100/7330] lr: 2.000e-02, eta: 17:56:13, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2794, loss_centernet_heatmap: 0.1721, s0.loss_cls: 0.3364, s0.acc: 89.6597, s0.loss_bbox: 0.1247, s1.loss_cls: 0.3120, s1.acc: 90.3280, s1.loss_bbox: 0.2089, s2.loss_cls: 0.2802, s2.acc: 91.0561, s2.loss_bbox: 0.1824, loss: 1.8960, grad_norm: 2.6641
2021-08-10 09:31:01,546 - mmdet - INFO - Epoch [3][4150/7330] lr: 2.000e-02, eta: 17:55:33, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2842, loss_centernet_heatmap: 0.1773, s0.loss_cls: 0.3208, s0.acc: 89.9419, s0.loss_bbox: 0.1267, s1.loss_cls: 0.2939, s1.acc: 90.5374, s1.loss_bbox: 0.2192, s2.loss_cls: 0.2692, s2.acc: 91.1031, s2.loss_bbox: 0.1882, loss: 1.8796, grad_norm: 2.6610
2021-08-10 09:31:39,812 - mmdet - INFO - Epoch [3][4200/7330] lr: 2.000e-02, eta: 17:54:53, time: 0.765, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2841, loss_centernet_heatmap: 0.1789, s0.loss_cls: 0.3167, s0.acc: 90.1479, s0.loss_bbox: 0.1223, s1.loss_cls: 0.2967, s1.acc: 90.5108, s1.loss_bbox: 0.2092, s2.loss_cls: 0.2596, s2.acc: 91.4024, s2.loss_bbox: 0.1868, loss: 1.8543, grad_norm: 2.6685
2021-08-10 09:32:17,551 - mmdet - INFO - Epoch [3][4250/7330] lr: 2.000e-02, eta: 17:54:11, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2829, loss_centernet_heatmap: 0.1774, s0.loss_cls: 0.3200, s0.acc: 90.0298, s0.loss_bbox: 0.1236, s1.loss_cls: 0.2992, s1.acc: 90.5354, s1.loss_bbox: 0.2117, s2.loss_cls: 0.2656, s2.acc: 91.2780, s2.loss_bbox: 0.1858, loss: 1.8662, grad_norm: 2.6044
2021-08-10 09:32:55,343 - mmdet - INFO - Epoch [3][4300/7330] lr: 2.000e-02, eta: 17:53:30, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2869, loss_centernet_heatmap: 0.1801, s0.loss_cls: 0.3233, s0.acc: 89.9041, s0.loss_bbox: 0.1270, s1.loss_cls: 0.2983, s1.acc: 90.6848, s1.loss_bbox: 0.2159, s2.loss_cls: 0.2638, s2.acc: 91.3144, s2.loss_bbox: 0.1904, loss: 1.8856, grad_norm: 2.7748
2021-08-10 09:33:33,025 - mmdet - INFO - Epoch [3][4350/7330] lr: 2.000e-02, eta: 17:52:48, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2824, loss_centernet_heatmap: 0.1734, s0.loss_cls: 0.3088, s0.acc: 90.4199, s0.loss_bbox: 0.1193, s1.loss_cls: 0.2860, s1.acc: 90.9971, s1.loss_bbox: 0.2115, s2.loss_cls: 0.2579, s2.acc: 91.4993, s2.loss_bbox: 0.1863, loss: 1.8256, grad_norm: 2.6658
2021-08-10 09:34:10,360 - mmdet - INFO - Epoch [3][4400/7330] lr: 2.000e-02, eta: 17:52:04, time: 0.747, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2830, loss_centernet_heatmap: 0.1737, s0.loss_cls: 0.3138, s0.acc: 90.3171, s0.loss_bbox: 0.1231, s1.loss_cls: 0.2908, s1.acc: 90.9183, s1.loss_bbox: 0.2107, s2.loss_cls: 0.2566, s2.acc: 91.5549, s2.loss_bbox: 0.1814, loss: 1.8331, grad_norm: 2.6740
2021-08-10 09:34:48,168 - mmdet - INFO - Epoch [3][4450/7330] lr: 2.000e-02, eta: 17:51:23, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2921, loss_centernet_heatmap: 0.1814, s0.loss_cls: 0.3319, s0.acc: 89.7090, s0.loss_bbox: 0.1247, s1.loss_cls: 0.2971, s1.acc: 90.6246, s1.loss_bbox: 0.2158, s2.loss_cls: 0.2606, s2.acc: 91.4762, s2.loss_bbox: 0.1899, loss: 1.8934, grad_norm: 2.6978
2021-08-10 09:35:25,999 - mmdet - INFO - Epoch [3][4500/7330] lr: 2.000e-02, eta: 17:50:41, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2871, loss_centernet_heatmap: 0.1769, s0.loss_cls: 0.3346, s0.acc: 89.4167, s0.loss_bbox: 0.1236, s1.loss_cls: 0.3111, s1.acc: 90.0552, s1.loss_bbox: 0.2167, s2.loss_cls: 0.2795, s2.acc: 90.9274, s2.loss_bbox: 0.1931, loss: 1.9227, grad_norm: 2.6778
2021-08-10 09:36:03,834 - mmdet - INFO - Epoch [3][4550/7330] lr: 2.000e-02, eta: 17:50:00, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2890, loss_centernet_heatmap: 0.1759, s0.loss_cls: 0.3253, s0.acc: 89.8203, s0.loss_bbox: 0.1244, s1.loss_cls: 0.3024, s1.acc: 90.2815, s1.loss_bbox: 0.2211, s2.loss_cls: 0.2732, s2.acc: 90.9675, s2.loss_bbox: 0.1900, loss: 1.9014, grad_norm: 2.7686
2021-08-10 09:36:41,953 - mmdet - INFO - Epoch [3][4600/7330] lr: 2.000e-02, eta: 17:49:20, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2859, loss_centernet_heatmap: 0.1761, s0.loss_cls: 0.3340, s0.acc: 89.6189, s0.loss_bbox: 0.1258, s1.loss_cls: 0.3112, s1.acc: 90.2038, s1.loss_bbox: 0.2176, s2.loss_cls: 0.2746, s2.acc: 91.0141, s2.loss_bbox: 0.1810, loss: 1.9061, grad_norm: 2.6565
2021-08-10 09:37:19,540 - mmdet - INFO - Epoch [3][4650/7330] lr: 2.000e-02, eta: 17:48:38, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2843, loss_centernet_heatmap: 0.1762, s0.loss_cls: 0.3296, s0.acc: 89.8125, s0.loss_bbox: 0.1231, s1.loss_cls: 0.3022, s1.acc: 90.3774, s1.loss_bbox: 0.2164, s2.loss_cls: 0.2739, s2.acc: 90.9818, s2.loss_bbox: 0.1899, loss: 1.8956, grad_norm: 2.8243
2021-08-10 09:37:57,376 - mmdet - INFO - Epoch [3][4700/7330] lr: 2.000e-02, eta: 17:47:56, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2849, loss_centernet_heatmap: 0.1730, s0.loss_cls: 0.3350, s0.acc: 89.7529, s0.loss_bbox: 0.1272, s1.loss_cls: 0.3095, s1.acc: 90.2618, s1.loss_bbox: 0.2273, s2.loss_cls: 0.2813, s2.acc: 90.7751, s2.loss_bbox: 0.1987, loss: 1.9368, grad_norm: 2.8116
2021-08-10 09:38:35,329 - mmdet - INFO - Epoch [3][4750/7330] lr: 2.000e-02, eta: 17:47:15, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2871, loss_centernet_heatmap: 0.1774, s0.loss_cls: 0.3473, s0.acc: 89.2659, s0.loss_bbox: 0.1269, s1.loss_cls: 0.3225, s1.acc: 89.9294, s1.loss_bbox: 0.2217, s2.loss_cls: 0.2863, s2.acc: 90.6415, s2.loss_bbox: 0.1896, loss: 1.9590, grad_norm: 2.7634
2021-08-10 09:39:13,178 - mmdet - INFO - Epoch [3][4800/7330] lr: 2.000e-02, eta: 17:46:34, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2920, loss_centernet_heatmap: 0.1764, s0.loss_cls: 0.3277, s0.acc: 89.7273, s0.loss_bbox: 0.1247, s1.loss_cls: 0.2996, s1.acc: 90.4177, s1.loss_bbox: 0.2216, s2.loss_cls: 0.2695, s2.acc: 91.0164, s2.loss_bbox: 0.1921, loss: 1.9035, grad_norm: 2.7124
2021-08-10 09:39:50,932 - mmdet - INFO - Epoch [3][4850/7330] lr: 2.000e-02, eta: 17:45:53, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2850, loss_centernet_heatmap: 0.1776, s0.loss_cls: 0.3349, s0.acc: 89.5579, s0.loss_bbox: 0.1230, s1.loss_cls: 0.3077, s1.acc: 90.3623, s1.loss_bbox: 0.2166, s2.loss_cls: 0.2710, s2.acc: 91.2353, s2.loss_bbox: 0.1860, loss: 1.9018, grad_norm: 2.7903
2021-08-10 09:40:28,526 - mmdet - INFO - Epoch [3][4900/7330] lr: 2.000e-02, eta: 17:45:11, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2929, loss_centernet_heatmap: 0.1805, s0.loss_cls: 0.3259, s0.acc: 89.8572, s0.loss_bbox: 0.1264, s1.loss_cls: 0.3057, s1.acc: 90.1689, s1.loss_bbox: 0.2238, s2.loss_cls: 0.2725, s2.acc: 90.9987, s2.loss_bbox: 0.1904, loss: 1.9181, grad_norm: 2.7613
2021-08-10 09:41:06,775 - mmdet - INFO - Epoch [3][4950/7330] lr: 2.000e-02, eta: 17:44:31, time: 0.765, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2883, loss_centernet_heatmap: 0.1765, s0.loss_cls: 0.3341, s0.acc: 89.5935, s0.loss_bbox: 0.1238, s1.loss_cls: 0.3122, s1.acc: 90.1016, s1.loss_bbox: 0.2225, s2.loss_cls: 0.2800, s2.acc: 90.6999, s2.loss_bbox: 0.1914, loss: 1.9288, grad_norm: 2.7605
2021-08-10 09:41:44,680 - mmdet - INFO - Epoch [3][5000/7330] lr: 2.000e-02, eta: 17:43:50, time: 0.758, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2840, loss_centernet_heatmap: 0.1736, s0.loss_cls: 0.3267, s0.acc: 89.7998, s0.loss_bbox: 0.1251, s1.loss_cls: 0.2970, s1.acc: 90.5414, s1.loss_bbox: 0.2190, s2.loss_cls: 0.2655, s2.acc: 91.1044, s2.loss_bbox: 0.1929, loss: 1.8838, grad_norm: 2.8474
2021-08-10 09:42:22,305 - mmdet - INFO - Epoch [3][5050/7330] lr: 2.000e-02, eta: 17:43:08, time: 0.752, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2892, loss_centernet_heatmap: 0.1764, s0.loss_cls: 0.3248, s0.acc: 89.8435, s0.loss_bbox: 0.1233, s1.loss_cls: 0.3013, s1.acc: 90.4746, s1.loss_bbox: 0.2210, s2.loss_cls: 0.2680, s2.acc: 91.0187, s2.loss_bbox: 0.1886, loss: 1.8926, grad_norm: 2.7947
2021-08-10 09:42:59,984 - mmdet - INFO - Epoch [3][5100/7330] lr: 2.000e-02, eta: 17:42:26, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2948, loss_centernet_heatmap: 0.1792, s0.loss_cls: 0.3272, s0.acc: 89.5562, s0.loss_bbox: 0.1242, s1.loss_cls: 0.3085, s1.acc: 90.0467, s1.loss_bbox: 0.2230, s2.loss_cls: 0.2793, s2.acc: 90.6402, s2.loss_bbox: 0.1975, loss: 1.9338, grad_norm: 2.7988
2021-08-10 09:43:37,677 - mmdet - INFO - Epoch [3][5150/7330] lr: 2.000e-02, eta: 17:41:45, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2871, loss_centernet_heatmap: 0.1793, s0.loss_cls: 0.3265, s0.acc: 89.3359, s0.loss_bbox: 0.1280, s1.loss_cls: 0.3026, s1.acc: 90.1010, s1.loss_bbox: 0.2323, s2.loss_cls: 0.2747, s2.acc: 90.5714, s2.loss_bbox: 0.1957, loss: 1.9262, grad_norm: 2.7868
2021-08-10 09:44:15,506 - mmdet - INFO - Epoch [3][5200/7330] lr: 2.000e-02, eta: 17:41:04, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2913, loss_centernet_heatmap: 0.1770, s0.loss_cls: 0.3449, s0.acc: 89.1892, s0.loss_bbox: 0.1295, s1.loss_cls: 0.3210, s1.acc: 89.8270, s1.loss_bbox: 0.2337, s2.loss_cls: 0.2892, s2.acc: 90.5728, s2.loss_bbox: 0.2047, loss: 1.9914, grad_norm: 2.8659
2021-08-10 09:44:52,809 - mmdet - INFO - Epoch [3][5250/7330] lr: 2.000e-02, eta: 17:40:20, time: 0.746, data_time: 0.020, memory: 6412, loss_centernet_loc: 0.2828, loss_centernet_heatmap: 0.1757, s0.loss_cls: 0.3364, s0.acc: 89.5637, s0.loss_bbox: 0.1254, s1.loss_cls: 0.3123, s1.acc: 90.0972, s1.loss_bbox: 0.2241, s2.loss_cls: 0.2809, s2.acc: 90.8057, s2.loss_bbox: 0.1896, loss: 1.9272, grad_norm: 2.8582
2021-08-10 09:45:30,598 - mmdet - INFO - Epoch [3][5300/7330] lr: 2.000e-02, eta: 17:39:39, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2970, loss_centernet_heatmap: 0.1782, s0.loss_cls: 0.3404, s0.acc: 89.2449, s0.loss_bbox: 0.1294, s1.loss_cls: 0.3154, s1.acc: 89.8494, s1.loss_bbox: 0.2234, s2.loss_cls: 0.2847, s2.acc: 90.4005, s2.loss_bbox: 0.1892, loss: 1.9576, grad_norm: 2.9238
2021-08-10 09:46:07,977 - mmdet - INFO - Epoch [3][5350/7330] lr: 2.000e-02, eta: 17:38:56, time: 0.748, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2845, loss_centernet_heatmap: 0.1742, s0.loss_cls: 0.3407, s0.acc: 89.1887, s0.loss_bbox: 0.1277, s1.loss_cls: 0.3165, s1.acc: 89.7929, s1.loss_bbox: 0.2303, s2.loss_cls: 0.2902, s2.acc: 90.1771, s2.loss_bbox: 0.2039, loss: 1.9678, grad_norm: 2.7388
2021-08-10 09:46:46,006 - mmdet - INFO - Epoch [3][5400/7330] lr: 2.000e-02, eta: 17:38:16, time: 0.761, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2884, loss_centernet_heatmap: 0.1765, s0.loss_cls: 0.3322, s0.acc: 89.4868, s0.loss_bbox: 0.1268, s1.loss_cls: 0.3033, s1.acc: 90.3410, s1.loss_bbox: 0.2226, s2.loss_cls: 0.2705, s2.acc: 91.0080, s2.loss_bbox: 0.1913, loss: 1.9116, grad_norm: 2.8118
2021-08-10 09:47:23,498 - mmdet - INFO - Epoch [3][5450/7330] lr: 2.000e-02, eta: 17:37:34, time: 0.750, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2968, loss_centernet_heatmap: 0.1808, s0.loss_cls: 0.3392, s0.acc: 89.5027, s0.loss_bbox: 0.1272, s1.loss_cls: 0.3116, s1.acc: 90.0961, s1.loss_bbox: 0.2226, s2.loss_cls: 0.2800, s2.acc: 90.7311, s2.loss_bbox: 0.1913, loss: 1.9496, grad_norm: 2.8620
2021-08-10 09:48:00,965 - mmdet - INFO - Epoch [3][5500/7330] lr: 2.000e-02, eta: 17:36:51, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2881, loss_centernet_heatmap: 0.1738, s0.loss_cls: 0.3256, s0.acc: 89.6135, s0.loss_bbox: 0.1227, s1.loss_cls: 0.3004, s1.acc: 90.2202, s1.loss_bbox: 0.2220, s2.loss_cls: 0.2692, s2.acc: 90.8540, s2.loss_bbox: 0.1933, loss: 1.8950, grad_norm: 2.8043
2021-08-10 09:48:38,760 - mmdet - INFO - Epoch [3][5550/7330] lr: 2.000e-02, eta: 17:36:10, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2912, loss_centernet_heatmap: 0.1768, s0.loss_cls: 0.3400, s0.acc: 89.2800, s0.loss_bbox: 0.1262, s1.loss_cls: 0.3109, s1.acc: 90.0201, s1.loss_bbox: 0.2293, s2.loss_cls: 0.2844, s2.acc: 90.6047, s2.loss_bbox: 0.2024, loss: 1.9613, grad_norm: 2.9708
2021-08-10 09:49:16,367 - mmdet - INFO - Epoch [3][5600/7330] lr: 2.000e-02, eta: 17:35:28, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2962, loss_centernet_heatmap: 0.1791, s0.loss_cls: 0.3433, s0.acc: 89.3118, s0.loss_bbox: 0.1233, s1.loss_cls: 0.3181, s1.acc: 89.9767, s1.loss_bbox: 0.2230, s2.loss_cls: 0.2845, s2.acc: 90.6970, s2.loss_bbox: 0.1932, loss: 1.9606, grad_norm: 2.9178
2021-08-10 09:49:54,478 - mmdet - INFO - Epoch [3][5650/7330] lr: 2.000e-02, eta: 17:34:48, time: 0.763, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2904, loss_centernet_heatmap: 0.1746, s0.loss_cls: 0.3419, s0.acc: 89.1006, s0.loss_bbox: 0.1227, s1.loss_cls: 0.3178, s1.acc: 89.7774, s1.loss_bbox: 0.2213, s2.loss_cls: 0.2837, s2.acc: 90.7757, s2.loss_bbox: 0.2018, loss: 1.9542, grad_norm: 2.7563
2021-08-10 09:50:32,633 - mmdet - INFO - Epoch [3][5700/7330] lr: 2.000e-02, eta: 17:34:09, time: 0.763, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2860, loss_centernet_heatmap: 0.1783, s0.loss_cls: 0.3503, s0.acc: 88.9985, s0.loss_bbox: 0.1207, s1.loss_cls: 0.3254, s1.acc: 89.6421, s1.loss_bbox: 0.2193, s2.loss_cls: 0.2940, s2.acc: 90.2649, s2.loss_bbox: 0.1951, loss: 1.9691, grad_norm: 2.9867
2021-08-10 09:51:10,202 - mmdet - INFO - Epoch [3][5750/7330] lr: 2.000e-02, eta: 17:33:27, time: 0.752, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2864, loss_centernet_heatmap: 0.1757, s0.loss_cls: 0.3385, s0.acc: 89.0903, s0.loss_bbox: 0.1252, s1.loss_cls: 0.3151, s1.acc: 89.7741, s1.loss_bbox: 0.2201, s2.loss_cls: 0.2805, s2.acc: 90.6621, s2.loss_bbox: 0.1988, loss: 1.9403, grad_norm: 2.8689
2021-08-10 09:51:47,971 - mmdet - INFO - Epoch [3][5800/7330] lr: 2.000e-02, eta: 17:32:46, time: 0.755, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3001, loss_centernet_heatmap: 0.1816, s0.loss_cls: 0.3470, s0.acc: 89.1138, s0.loss_bbox: 0.1269, s1.loss_cls: 0.3219, s1.acc: 89.7485, s1.loss_bbox: 0.2294, s2.loss_cls: 0.2956, s2.acc: 90.2801, s2.loss_bbox: 0.2025, loss: 2.0049, grad_norm: 2.9756
2021-08-10 09:52:25,443 - mmdet - INFO - Epoch [3][5850/7330] lr: 2.000e-02, eta: 17:32:03, time: 0.749, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2853, loss_centernet_heatmap: 0.1783, s0.loss_cls: 0.3015, s0.acc: 90.2881, s0.loss_bbox: 0.1217, s1.loss_cls: 0.2815, s1.acc: 90.9778, s1.loss_bbox: 0.2159, s2.loss_cls: 0.2501, s2.acc: 91.5385, s2.loss_bbox: 0.1881, loss: 1.8225, grad_norm: 2.6660
2021-08-10 09:53:03,265 - mmdet - INFO - Epoch [3][5900/7330] lr: 2.000e-02, eta: 17:31:22, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2913, loss_centernet_heatmap: 0.1824, s0.loss_cls: 0.3389, s0.acc: 89.5156, s0.loss_bbox: 0.1275, s1.loss_cls: 0.3106, s1.acc: 90.2353, s1.loss_bbox: 0.2178, s2.loss_cls: 0.2732, s2.acc: 91.1866, s2.loss_bbox: 0.1850, loss: 1.9267, grad_norm: 2.7863
2021-08-10 09:53:41,079 - mmdet - INFO - Epoch [3][5950/7330] lr: 2.000e-02, eta: 17:30:41, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2824, loss_centernet_heatmap: 0.1738, s0.loss_cls: 0.3157, s0.acc: 90.0015, s0.loss_bbox: 0.1261, s1.loss_cls: 0.2920, s1.acc: 90.5353, s1.loss_bbox: 0.2255, s2.loss_cls: 0.2669, s2.acc: 90.7645, s2.loss_bbox: 0.1887, loss: 1.8711, grad_norm: 2.6724
2021-08-10 09:54:18,650 - mmdet - INFO - Epoch [3][6000/7330] lr: 2.000e-02, eta: 17:30:00, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2897, loss_centernet_heatmap: 0.1767, s0.loss_cls: 0.3406, s0.acc: 89.3599, s0.loss_bbox: 0.1208, s1.loss_cls: 0.3144, s1.acc: 90.0430, s1.loss_bbox: 0.2180, s2.loss_cls: 0.2818, s2.acc: 91.0321, s2.loss_bbox: 0.1978, loss: 1.9398, grad_norm: 2.7825
2021-08-10 09:54:56,536 - mmdet - INFO - Epoch [3][6050/7330] lr: 2.000e-02, eta: 17:29:19, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2841, loss_centernet_heatmap: 0.1719, s0.loss_cls: 0.3247, s0.acc: 89.7839, s0.loss_bbox: 0.1231, s1.loss_cls: 0.2967, s1.acc: 90.6050, s1.loss_bbox: 0.2225, s2.loss_cls: 0.2698, s2.acc: 91.1333, s2.loss_bbox: 0.1998, loss: 1.8926, grad_norm: 2.8234
2021-08-10 09:55:33,932 - mmdet - INFO - Epoch [3][6100/7330] lr: 2.000e-02, eta: 17:28:36, time: 0.748, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2906, loss_centernet_heatmap: 0.1806, s0.loss_cls: 0.3399, s0.acc: 89.4360, s0.loss_bbox: 0.1244, s1.loss_cls: 0.3119, s1.acc: 90.1883, s1.loss_bbox: 0.2174, s2.loss_cls: 0.2741, s2.acc: 91.1237, s2.loss_bbox: 0.1924, loss: 1.9313, grad_norm: 2.7775
2021-08-10 09:56:11,195 - mmdet - INFO - Epoch [3][6150/7330] lr: 2.000e-02, eta: 17:27:53, time: 0.745, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2803, loss_centernet_heatmap: 0.1694, s0.loss_cls: 0.3399, s0.acc: 89.1782, s0.loss_bbox: 0.1233, s1.loss_cls: 0.3174, s1.acc: 89.8042, s1.loss_bbox: 0.2270, s2.loss_cls: 0.2899, s2.acc: 90.4400, s2.loss_bbox: 0.2004, loss: 1.9474, grad_norm: 2.8473
2021-08-10 09:56:49,597 - mmdet - INFO - Epoch [3][6200/7330] lr: 2.000e-02, eta: 17:27:15, time: 0.768, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2844, loss_centernet_heatmap: 0.1760, s0.loss_cls: 0.3342, s0.acc: 89.4395, s0.loss_bbox: 0.1238, s1.loss_cls: 0.3145, s1.acc: 89.9394, s1.loss_bbox: 0.2225, s2.loss_cls: 0.2848, s2.acc: 90.5382, s2.loss_bbox: 0.1975, loss: 1.9376, grad_norm: 2.8726
2021-08-10 09:57:27,410 - mmdet - INFO - Epoch [3][6250/7330] lr: 2.000e-02, eta: 17:26:34, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2887, loss_centernet_heatmap: 0.1753, s0.loss_cls: 0.3311, s0.acc: 89.3171, s0.loss_bbox: 0.1266, s1.loss_cls: 0.3092, s1.acc: 89.9016, s1.loss_bbox: 0.2241, s2.loss_cls: 0.2798, s2.acc: 90.5522, s2.loss_bbox: 0.2008, loss: 1.9356, grad_norm: 2.8239
2021-08-10 09:58:05,219 - mmdet - INFO - Epoch [3][6300/7330] lr: 2.000e-02, eta: 17:25:53, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2947, loss_centernet_heatmap: 0.1791, s0.loss_cls: 0.3622, s0.acc: 88.6650, s0.loss_bbox: 0.1253, s1.loss_cls: 0.3386, s1.acc: 89.3214, s1.loss_bbox: 0.2326, s2.loss_cls: 0.3034, s2.acc: 89.9780, s2.loss_bbox: 0.2046, loss: 2.0406, grad_norm: 2.9318
2021-08-10 09:58:43,023 - mmdet - INFO - Epoch [3][6350/7330] lr: 2.000e-02, eta: 17:25:12, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2933, loss_centernet_heatmap: 0.1850, s0.loss_cls: 0.3463, s0.acc: 89.1680, s0.loss_bbox: 0.1289, s1.loss_cls: 0.3182, s1.acc: 89.8245, s1.loss_bbox: 0.2266, s2.loss_cls: 0.2803, s2.acc: 90.8336, s2.loss_bbox: 0.1967, loss: 1.9754, grad_norm: 2.8802
2021-08-10 09:59:21,004 - mmdet - INFO - Epoch [3][6400/7330] lr: 2.000e-02, eta: 17:24:32, time: 0.760, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2934, loss_centernet_heatmap: 0.1788, s0.loss_cls: 0.3500, s0.acc: 88.8259, s0.loss_bbox: 0.1279, s1.loss_cls: 0.3271, s1.acc: 89.3801, s1.loss_bbox: 0.2320, s2.loss_cls: 0.2944, s2.acc: 90.0919, s2.loss_bbox: 0.2086, loss: 2.0121, grad_norm: 2.9176
2021-08-10 09:59:58,872 - mmdet - INFO - Epoch [3][6450/7330] lr: 2.000e-02, eta: 17:23:52, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2875, loss_centernet_heatmap: 0.1743, s0.loss_cls: 0.3451, s0.acc: 89.0842, s0.loss_bbox: 0.1207, s1.loss_cls: 0.3254, s1.acc: 89.5250, s1.loss_bbox: 0.2263, s2.loss_cls: 0.2944, s2.acc: 90.2086, s2.loss_bbox: 0.2007, loss: 1.9744, grad_norm: 2.9508
2021-08-10 10:00:36,457 - mmdet - INFO - Epoch [3][6500/7330] lr: 2.000e-02, eta: 17:23:10, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.3013, loss_centernet_heatmap: 0.1782, s0.loss_cls: 0.3461, s0.acc: 89.0178, s0.loss_bbox: 0.1255, s1.loss_cls: 0.3309, s1.acc: 89.4701, s1.loss_bbox: 0.2294, s2.loss_cls: 0.2938, s2.acc: 90.3784, s2.loss_bbox: 0.1995, loss: 2.0047, grad_norm: 2.9429
2021-08-10 10:01:14,376 - mmdet - INFO - Epoch [3][6550/7330] lr: 2.000e-02, eta: 17:22:30, time: 0.758, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3065, loss_centernet_heatmap: 0.1837, s0.loss_cls: 0.3604, s0.acc: 88.9834, s0.loss_bbox: 0.1292, s1.loss_cls: 0.3408, s1.acc: 89.2555, s1.loss_bbox: 0.2376, s2.loss_cls: 0.3083, s2.acc: 89.8992, s2.loss_bbox: 0.2006, loss: 2.0672, grad_norm: 3.1470
2021-08-10 10:01:52,079 - mmdet - INFO - Epoch [3][6600/7330] lr: 2.000e-02, eta: 17:21:49, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3002, loss_centernet_heatmap: 0.1766, s0.loss_cls: 0.3454, s0.acc: 89.0317, s0.loss_bbox: 0.1232, s1.loss_cls: 0.3355, s1.acc: 89.2267, s1.loss_bbox: 0.2375, s2.loss_cls: 0.3025, s2.acc: 89.8829, s2.loss_bbox: 0.2066, loss: 2.0274, grad_norm: 3.0339
2021-08-10 10:02:30,016 - mmdet - INFO - Epoch [3][6650/7330] lr: 2.000e-02, eta: 17:21:08, time: 0.759, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2942, loss_centernet_heatmap: 0.1750, s0.loss_cls: 0.3389, s0.acc: 89.3279, s0.loss_bbox: 0.1220, s1.loss_cls: 0.3315, s1.acc: 89.2627, s1.loss_bbox: 0.2330, s2.loss_cls: 0.3055, s2.acc: 89.8521, s2.loss_bbox: 0.2072, loss: 2.0074, grad_norm: 3.0204
2021-08-10 10:03:07,840 - mmdet - INFO - Epoch [3][6700/7330] lr: 2.000e-02, eta: 17:20:28, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.3052, loss_centernet_heatmap: 0.1829, s0.loss_cls: 0.3546, s0.acc: 89.0823, s0.loss_bbox: 0.1253, s1.loss_cls: 0.3388, s1.acc: 89.3578, s1.loss_bbox: 0.2312, s2.loss_cls: 0.3082, s2.acc: 89.8301, s2.loss_bbox: 0.2063, loss: 2.0525, grad_norm: 3.0477
2021-08-10 10:03:45,510 - mmdet - INFO - Epoch [3][6750/7330] lr: 2.000e-02, eta: 17:19:46, time: 0.753, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2961, loss_centernet_heatmap: 0.1785, s0.loss_cls: 0.3473, s0.acc: 88.8884, s0.loss_bbox: 0.1269, s1.loss_cls: 0.3284, s1.acc: 89.2889, s1.loss_bbox: 0.2337, s2.loss_cls: 0.2970, s2.acc: 90.0357, s2.loss_bbox: 0.2038, loss: 2.0118, grad_norm: 2.8919
2021-08-10 10:04:23,062 - mmdet - INFO - Epoch [3][6800/7330] lr: 2.000e-02, eta: 17:19:05, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2952, loss_centernet_heatmap: 0.1817, s0.loss_cls: 0.3357, s0.acc: 89.6353, s0.loss_bbox: 0.1258, s1.loss_cls: 0.3110, s1.acc: 90.2297, s1.loss_bbox: 0.2128, s2.loss_cls: 0.2761, s2.acc: 91.0582, s2.loss_bbox: 0.1773, loss: 1.9156, grad_norm: 2.7998
2021-08-10 10:05:00,618 - mmdet - INFO - Epoch [3][6850/7330] lr: 2.000e-02, eta: 17:18:23, time: 0.751, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2850, loss_centernet_heatmap: 0.1758, s0.loss_cls: 0.3322, s0.acc: 89.4836, s0.loss_bbox: 0.1231, s1.loss_cls: 0.3080, s1.acc: 90.0901, s1.loss_bbox: 0.2240, s2.loss_cls: 0.2796, s2.acc: 90.5724, s2.loss_bbox: 0.1993, loss: 1.9270, grad_norm: 2.7498
2021-08-10 10:05:38,459 - mmdet - INFO - Epoch [3][6900/7330] lr: 2.000e-02, eta: 17:17:43, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2901, loss_centernet_heatmap: 0.1817, s0.loss_cls: 0.3512, s0.acc: 89.1057, s0.loss_bbox: 0.1234, s1.loss_cls: 0.3240, s1.acc: 89.8045, s1.loss_bbox: 0.2246, s2.loss_cls: 0.2917, s2.acc: 90.4883, s2.loss_bbox: 0.1907, loss: 1.9774, grad_norm: 2.8852
2021-08-10 10:06:16,323 - mmdet - INFO - Epoch [3][6950/7330] lr: 2.000e-02, eta: 17:17:02, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2918, loss_centernet_heatmap: 0.1778, s0.loss_cls: 0.3400, s0.acc: 89.0649, s0.loss_bbox: 0.1251, s1.loss_cls: 0.3141, s1.acc: 89.7847, s1.loss_bbox: 0.2264, s2.loss_cls: 0.2864, s2.acc: 90.3359, s2.loss_bbox: 0.2046, loss: 1.9663, grad_norm: 2.7397
2021-08-10 10:06:54,143 - mmdet - INFO - Epoch [3][7000/7330] lr: 2.000e-02, eta: 17:16:22, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2877, loss_centernet_heatmap: 0.1779, s0.loss_cls: 0.3435, s0.acc: 89.2607, s0.loss_bbox: 0.1232, s1.loss_cls: 0.3180, s1.acc: 89.6420, s1.loss_bbox: 0.2187, s2.loss_cls: 0.2839, s2.acc: 90.6386, s2.loss_bbox: 0.1955, loss: 1.9484, grad_norm: 2.8473
2021-08-10 10:07:32,151 - mmdet - INFO - Epoch [3][7050/7330] lr: 2.000e-02, eta: 17:15:42, time: 0.760, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2953, loss_centernet_heatmap: 0.1757, s0.loss_cls: 0.3394, s0.acc: 89.2849, s0.loss_bbox: 0.1221, s1.loss_cls: 0.3189, s1.acc: 89.8860, s1.loss_bbox: 0.2258, s2.loss_cls: 0.2900, s2.acc: 90.5530, s2.loss_bbox: 0.2084, loss: 1.9757, grad_norm: 2.8581
2021-08-10 10:08:09,976 - mmdet - INFO - Epoch [3][7100/7330] lr: 2.000e-02, eta: 17:15:01, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2989, loss_centernet_heatmap: 0.1838, s0.loss_cls: 0.3559, s0.acc: 88.7654, s0.loss_bbox: 0.1277, s1.loss_cls: 0.3429, s1.acc: 88.9810, s1.loss_bbox: 0.2280, s2.loss_cls: 0.3041, s2.acc: 89.8891, s2.loss_bbox: 0.2040, loss: 2.0454, grad_norm: 3.0434
2021-08-10 10:08:47,795 - mmdet - INFO - Epoch [3][7150/7330] lr: 2.000e-02, eta: 17:14:21, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2937, loss_centernet_heatmap: 0.1768, s0.loss_cls: 0.3449, s0.acc: 89.0571, s0.loss_bbox: 0.1244, s1.loss_cls: 0.3286, s1.acc: 89.2815, s1.loss_bbox: 0.2337, s2.loss_cls: 0.3014, s2.acc: 89.6809, s2.loss_bbox: 0.2063, loss: 2.0099, grad_norm: 2.9546
2021-08-10 10:09:25,587 - mmdet - INFO - Epoch [3][7200/7330] lr: 2.000e-02, eta: 17:13:40, time: 0.756, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2948, loss_centernet_heatmap: 0.1765, s0.loss_cls: 0.3483, s0.acc: 88.8633, s0.loss_bbox: 0.1233, s1.loss_cls: 0.3318, s1.acc: 89.3303, s1.loss_bbox: 0.2292, s2.loss_cls: 0.3028, s2.acc: 89.9126, s2.loss_bbox: 0.2097, loss: 2.0164, grad_norm: 2.9813
2021-08-10 10:10:03,592 - mmdet - INFO - Epoch [3][7250/7330] lr: 2.000e-02, eta: 17:13:00, time: 0.760, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2922, loss_centernet_heatmap: 0.1736, s0.loss_cls: 0.3568, s0.acc: 88.8625, s0.loss_bbox: 0.1251, s1.loss_cls: 0.3442, s1.acc: 89.0849, s1.loss_bbox: 0.2322, s2.loss_cls: 0.3092, s2.acc: 89.7688, s2.loss_bbox: 0.2050, loss: 2.0384, grad_norm: 3.0533
2021-08-10 10:10:40,976 - mmdet - INFO - Epoch [3][7300/7330] lr: 2.000e-02, eta: 17:12:18, time: 0.748, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2897, loss_centernet_heatmap: 0.1761, s0.loss_cls: 0.3588, s0.acc: 88.8799, s0.loss_bbox: 0.1233, s1.loss_cls: 0.3443, s1.acc: 89.3046, s1.loss_bbox: 0.2303, s2.loss_cls: 0.3134, s2.acc: 89.6620, s2.loss_bbox: 0.2018, loss: 2.0376, grad_norm: 2.9431
2021-08-10 10:11:20,515 - mmdet - INFO - Saving checkpoint at 3 epochs
2021-08-10 10:13:24,598 - mmdet - INFO - Evaluating bbox...
2021-08-10 10:14:50,533 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 10:14:50,534 - mmdet - INFO - Epoch(val) [3][1250] bbox_mAP: 0.2900, bbox_mAP_50: 0.4330, bbox_mAP_75: 0.3180, bbox_mAP_s: 0.1460, bbox_mAP_m: 0.3200, bbox_mAP_l: 0.4030, bbox_mAP_copypaste: 0.290 0.433 0.318 0.146 0.320 0.403
2021-08-10 10:17:23,599 - mmdet - INFO - Epoch [4][50/7330] lr: 2.000e-02, eta: 17:16:51, time: 3.061, data_time: 2.142, memory: 6412, loss_centernet_loc: 0.2903, loss_centernet_heatmap: 0.1684, s0.loss_cls: 0.3353, s0.acc: 89.2593, s0.loss_bbox: 0.1187, s1.loss_cls: 0.3296, s1.acc: 89.3630, s1.loss_bbox: 0.2248, s2.loss_cls: 0.2945, s2.acc: 90.1188, s2.loss_bbox: 0.2071, loss: 1.9687, grad_norm: 2.9718
2021-08-10 10:18:01,088 - mmdet - INFO - Epoch [4][100/7330] lr: 2.000e-02, eta: 17:16:09, time: 0.750, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2861, loss_centernet_heatmap: 0.1732, s0.loss_cls: 0.3403, s0.acc: 89.0864, s0.loss_bbox: 0.1221, s1.loss_cls: 0.3328, s1.acc: 89.1413, s1.loss_bbox: 0.2307, s2.loss_cls: 0.3040, s2.acc: 89.8663, s2.loss_bbox: 0.2150, loss: 2.0043, grad_norm: 3.1051
2021-08-10 10:18:38,713 - mmdet - INFO - Epoch [4][150/7330] lr: 2.000e-02, eta: 17:15:27, time: 0.752, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2856, loss_centernet_heatmap: 0.1700, s0.loss_cls: 0.3235, s0.acc: 89.6995, s0.loss_bbox: 0.1151, s1.loss_cls: 0.3186, s1.acc: 89.7007, s1.loss_bbox: 0.2242, s2.loss_cls: 0.2902, s2.acc: 90.2858, s2.loss_bbox: 0.2030, loss: 1.9301, grad_norm: 3.0523
2021-08-10 10:19:16,418 - mmdet - INFO - Epoch [4][200/7330] lr: 2.000e-02, eta: 17:14:45, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2912, loss_centernet_heatmap: 0.1769, s0.loss_cls: 0.3426, s0.acc: 89.0901, s0.loss_bbox: 0.1219, s1.loss_cls: 0.3359, s1.acc: 89.0572, s1.loss_bbox: 0.2308, s2.loss_cls: 0.3055, s2.acc: 89.7816, s2.loss_bbox: 0.2111, loss: 2.0158, grad_norm: 3.0388
2021-08-10 10:19:53,441 - mmdet - INFO - Epoch [4][250/7330] lr: 2.000e-02, eta: 17:14:01, time: 0.740, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2898, loss_centernet_heatmap: 0.1743, s0.loss_cls: 0.3344, s0.acc: 89.4473, s0.loss_bbox: 0.1191, s1.loss_cls: 0.3237, s1.acc: 89.4898, s1.loss_bbox: 0.2255, s2.loss_cls: 0.2896, s2.acc: 90.3192, s2.loss_bbox: 0.2016, loss: 1.9579, grad_norm: 2.9738
2021-08-10 10:20:31,305 - mmdet - INFO - Epoch [4][300/7330] lr: 2.000e-02, eta: 17:13:19, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2939, loss_centernet_heatmap: 0.1757, s0.loss_cls: 0.3270, s0.acc: 89.5371, s0.loss_bbox: 0.1217, s1.loss_cls: 0.3208, s1.acc: 89.5918, s1.loss_bbox: 0.2259, s2.loss_cls: 0.2882, s2.acc: 90.2925, s2.loss_bbox: 0.2022, loss: 1.9553, grad_norm: 2.9811
2021-08-10 10:21:08,642 - mmdet - INFO - Epoch [4][350/7330] lr: 2.000e-02, eta: 17:12:36, time: 0.747, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2911, loss_centernet_heatmap: 0.1740, s0.loss_cls: 0.3284, s0.acc: 89.3855, s0.loss_bbox: 0.1257, s1.loss_cls: 0.3150, s1.acc: 89.6811, s1.loss_bbox: 0.2294, s2.loss_cls: 0.2889, s2.acc: 90.1783, s2.loss_bbox: 0.1979, loss: 1.9504, grad_norm: 2.9832
2021-08-10 10:21:46,404 - mmdet - INFO - Epoch [4][400/7330] lr: 2.000e-02, eta: 17:11:55, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2915, loss_centernet_heatmap: 0.1763, s0.loss_cls: 0.3336, s0.acc: 89.1638, s0.loss_bbox: 0.1254, s1.loss_cls: 0.3155, s1.acc: 89.6492, s1.loss_bbox: 0.2330, s2.loss_cls: 0.2898, s2.acc: 90.0480, s2.loss_bbox: 0.2028, loss: 1.9679, grad_norm: 2.8352
2021-08-10 10:22:23,787 - mmdet - INFO - Epoch [4][450/7330] lr: 2.000e-02, eta: 17:11:12, time: 0.748, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2880, loss_centernet_heatmap: 0.1750, s0.loss_cls: 0.3406, s0.acc: 89.1853, s0.loss_bbox: 0.1212, s1.loss_cls: 0.3251, s1.acc: 89.3546, s1.loss_bbox: 0.2293, s2.loss_cls: 0.2958, s2.acc: 90.0856, s2.loss_bbox: 0.2070, loss: 1.9820, grad_norm: 2.9851
2021-08-10 10:23:01,563 - mmdet - INFO - Epoch [4][500/7330] lr: 2.000e-02, eta: 17:10:30, time: 0.755, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2912, loss_centernet_heatmap: 0.1721, s0.loss_cls: 0.3305, s0.acc: 89.4253, s0.loss_bbox: 0.1216, s1.loss_cls: 0.3309, s1.acc: 89.2435, s1.loss_bbox: 0.2308, s2.loss_cls: 0.2965, s2.acc: 90.0707, s2.loss_bbox: 0.2115, loss: 1.9851, grad_norm: 3.1174
2021-08-10 10:23:38,982 - mmdet - INFO - Epoch [4][550/7330] lr: 2.000e-02, eta: 17:09:48, time: 0.748, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2834, loss_centernet_heatmap: 0.1752, s0.loss_cls: 0.3168, s0.acc: 90.2029, s0.loss_bbox: 0.1237, s1.loss_cls: 0.2933, s1.acc: 90.6647, s1.loss_bbox: 0.2156, s2.loss_cls: 0.2685, s2.acc: 91.0031, s2.loss_bbox: 0.1907, loss: 1.8672, grad_norm: 2.6064
2021-08-10 10:24:16,631 - mmdet - INFO - Epoch [4][600/7330] lr: 2.000e-02, eta: 17:09:06, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2794, loss_centernet_heatmap: 0.1703, s0.loss_cls: 0.3167, s0.acc: 89.8835, s0.loss_bbox: 0.1209, s1.loss_cls: 0.2921, s1.acc: 90.5365, s1.loss_bbox: 0.2163, s2.loss_cls: 0.2650, s2.acc: 91.0897, s2.loss_bbox: 0.1898, loss: 1.8505, grad_norm: 2.6695
2021-08-10 10:24:54,441 - mmdet - INFO - Epoch [4][650/7330] lr: 2.000e-02, eta: 17:08:24, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2844, loss_centernet_heatmap: 0.1735, s0.loss_cls: 0.3220, s0.acc: 89.6201, s0.loss_bbox: 0.1206, s1.loss_cls: 0.2977, s1.acc: 90.3934, s1.loss_bbox: 0.2161, s2.loss_cls: 0.2710, s2.acc: 91.0050, s2.loss_bbox: 0.1914, loss: 1.8767, grad_norm: 2.8009
2021-08-10 10:25:31,915 - mmdet - INFO - Epoch [4][700/7330] lr: 2.000e-02, eta: 17:07:42, time: 0.749, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2814, loss_centernet_heatmap: 0.1702, s0.loss_cls: 0.3183, s0.acc: 89.8047, s0.loss_bbox: 0.1170, s1.loss_cls: 0.2934, s1.acc: 90.4431, s1.loss_bbox: 0.2154, s2.loss_cls: 0.2671, s2.acc: 91.0581, s2.loss_bbox: 0.1974, loss: 1.8602, grad_norm: 2.7350
2021-08-10 10:26:09,530 - mmdet - INFO - Epoch [4][750/7330] lr: 2.000e-02, eta: 17:07:00, time: 0.752, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2787, loss_centernet_heatmap: 0.1691, s0.loss_cls: 0.3277, s0.acc: 89.2769, s0.loss_bbox: 0.1180, s1.loss_cls: 0.3071, s1.acc: 89.9179, s1.loss_bbox: 0.2191, s2.loss_cls: 0.2820, s2.acc: 90.4825, s2.loss_bbox: 0.1985, loss: 1.9002, grad_norm: 2.8736
2021-08-10 10:26:47,276 - mmdet - INFO - Epoch [4][800/7330] lr: 2.000e-02, eta: 17:06:19, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2813, loss_centernet_heatmap: 0.1747, s0.loss_cls: 0.3405, s0.acc: 89.1599, s0.loss_bbox: 0.1239, s1.loss_cls: 0.3166, s1.acc: 89.9070, s1.loss_bbox: 0.2307, s2.loss_cls: 0.2882, s2.acc: 90.4786, s2.loss_bbox: 0.2092, loss: 1.9650, grad_norm: 2.9343
2021-08-10 10:27:25,139 - mmdet - INFO - Epoch [4][850/7330] lr: 2.000e-02, eta: 17:05:38, time: 0.757, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2895, loss_centernet_heatmap: 0.1765, s0.loss_cls: 0.3301, s0.acc: 89.4568, s0.loss_bbox: 0.1207, s1.loss_cls: 0.3100, s1.acc: 90.0549, s1.loss_bbox: 0.2219, s2.loss_cls: 0.2820, s2.acc: 90.6104, s2.loss_bbox: 0.1998, loss: 1.9305, grad_norm: 2.8883
2021-08-10 10:28:02,939 - mmdet - INFO - Epoch [4][900/7330] lr: 2.000e-02, eta: 17:04:56, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2930, loss_centernet_heatmap: 0.1743, s0.loss_cls: 0.3329, s0.acc: 89.2852, s0.loss_bbox: 0.1208, s1.loss_cls: 0.3165, s1.acc: 89.6494, s1.loss_bbox: 0.2203, s2.loss_cls: 0.2797, s2.acc: 90.6688, s2.loss_bbox: 0.2003, loss: 1.9378, grad_norm: 2.9576
2021-08-10 10:28:40,733 - mmdet - INFO - Epoch [4][950/7330] lr: 2.000e-02, eta: 17:04:15, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2850, loss_centernet_heatmap: 0.1710, s0.loss_cls: 0.3175, s0.acc: 89.6296, s0.loss_bbox: 0.1173, s1.loss_cls: 0.3119, s1.acc: 89.7396, s1.loss_bbox: 0.2294, s2.loss_cls: 0.2873, s2.acc: 90.0385, s2.loss_bbox: 0.2085, loss: 1.9279, grad_norm: 2.9543
2021-08-10 10:29:18,440 - mmdet - INFO - Epoch [4][1000/7330] lr: 2.000e-02, eta: 17:03:34, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2870, loss_centernet_heatmap: 0.1743, s0.loss_cls: 0.3450, s0.acc: 89.1152, s0.loss_bbox: 0.1194, s1.loss_cls: 0.3332, s1.acc: 89.4213, s1.loss_bbox: 0.2274, s2.loss_cls: 0.3013, s2.acc: 90.0966, s2.loss_bbox: 0.2112, loss: 1.9989, grad_norm: 3.1055
2021-08-10 10:29:56,564 - mmdet - INFO - Epoch [4][1050/7330] lr: 2.000e-02, eta: 17:02:53, time: 0.762, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2855, loss_centernet_heatmap: 0.1775, s0.loss_cls: 0.3373, s0.acc: 89.3042, s0.loss_bbox: 0.1179, s1.loss_cls: 0.3241, s1.acc: 89.4167, s1.loss_bbox: 0.2269, s2.loss_cls: 0.2926, s2.acc: 90.0569, s2.loss_bbox: 0.2078, loss: 1.9697, grad_norm: 2.9988
2021-08-10 10:30:34,189 - mmdet - INFO - Epoch [4][1100/7330] lr: 2.000e-02, eta: 17:02:12, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2908, loss_centernet_heatmap: 0.1764, s0.loss_cls: 0.3344, s0.acc: 89.3391, s0.loss_bbox: 0.1225, s1.loss_cls: 0.3269, s1.acc: 89.4043, s1.loss_bbox: 0.2313, s2.loss_cls: 0.2973, s2.acc: 90.1142, s2.loss_bbox: 0.2094, loss: 1.9891, grad_norm: 3.0379
2021-08-10 10:31:11,935 - mmdet - INFO - Epoch [4][1150/7330] lr: 2.000e-02, eta: 17:01:30, time: 0.755, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2909, loss_centernet_heatmap: 0.1723, s0.loss_cls: 0.3398, s0.acc: 89.2937, s0.loss_bbox: 0.1168, s1.loss_cls: 0.3273, s1.acc: 89.4974, s1.loss_bbox: 0.2250, s2.loss_cls: 0.2959, s2.acc: 90.1528, s2.loss_bbox: 0.2025, loss: 1.9705, grad_norm: 2.9622
2021-08-10 10:31:49,789 - mmdet - INFO - Epoch [4][1200/7330] lr: 2.000e-02, eta: 17:00:49, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2887, loss_centernet_heatmap: 0.1801, s0.loss_cls: 0.3329, s0.acc: 89.3538, s0.loss_bbox: 0.1193, s1.loss_cls: 0.3222, s1.acc: 89.5219, s1.loss_bbox: 0.2208, s2.loss_cls: 0.2944, s2.acc: 89.9525, s2.loss_bbox: 0.2030, loss: 1.9615, grad_norm: 2.9146
2021-08-10 10:32:27,562 - mmdet - INFO - Epoch [4][1250/7330] lr: 2.000e-02, eta: 17:00:08, time: 0.755, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2977, loss_centernet_heatmap: 0.1784, s0.loss_cls: 0.3390, s0.acc: 89.3513, s0.loss_bbox: 0.1215, s1.loss_cls: 0.3256, s1.acc: 89.6703, s1.loss_bbox: 0.2266, s2.loss_cls: 0.2920, s2.acc: 90.5525, s2.loss_bbox: 0.2016, loss: 1.9823, grad_norm: 3.0016
2021-08-10 10:33:05,027 - mmdet - INFO - Epoch [4][1300/7330] lr: 2.000e-02, eta: 16:59:26, time: 0.749, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2865, loss_centernet_heatmap: 0.1731, s0.loss_cls: 0.3417, s0.acc: 89.1746, s0.loss_bbox: 0.1225, s1.loss_cls: 0.3316, s1.acc: 89.1447, s1.loss_bbox: 0.2281, s2.loss_cls: 0.3023, s2.acc: 89.7127, s2.loss_bbox: 0.2004, loss: 1.9862, grad_norm: 2.9194
2021-08-10 10:33:42,756 - mmdet - INFO - Epoch [4][1350/7330] lr: 2.000e-02, eta: 16:58:45, time: 0.755, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2945, loss_centernet_heatmap: 0.1771, s0.loss_cls: 0.3273, s0.acc: 89.6296, s0.loss_bbox: 0.1231, s1.loss_cls: 0.3124, s1.acc: 89.8464, s1.loss_bbox: 0.2246, s2.loss_cls: 0.2805, s2.acc: 90.7481, s2.loss_bbox: 0.1922, loss: 1.9318, grad_norm: 3.0056
2021-08-10 10:34:20,184 - mmdet - INFO - Epoch [4][1400/7330] lr: 2.000e-02, eta: 16:58:02, time: 0.748, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2870, loss_centernet_heatmap: 0.1759, s0.loss_cls: 0.3265, s0.acc: 89.5530, s0.loss_bbox: 0.1178, s1.loss_cls: 0.3064, s1.acc: 90.0159, s1.loss_bbox: 0.2181, s2.loss_cls: 0.2818, s2.acc: 90.6232, s2.loss_bbox: 0.2009, loss: 1.9144, grad_norm: 2.7734
2021-08-10 10:34:57,949 - mmdet - INFO - Epoch [4][1450/7330] lr: 2.000e-02, eta: 16:57:21, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2945, loss_centernet_heatmap: 0.1797, s0.loss_cls: 0.3358, s0.acc: 89.2695, s0.loss_bbox: 0.1211, s1.loss_cls: 0.3275, s1.acc: 89.3194, s1.loss_bbox: 0.2288, s2.loss_cls: 0.2927, s2.acc: 90.1342, s2.loss_bbox: 0.2123, loss: 1.9923, grad_norm: 3.0774
2021-08-10 10:35:35,637 - mmdet - INFO - Epoch [4][1500/7330] lr: 2.000e-02, eta: 16:56:40, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2918, loss_centernet_heatmap: 0.1758, s0.loss_cls: 0.3395, s0.acc: 88.8789, s0.loss_bbox: 0.1217, s1.loss_cls: 0.3248, s1.acc: 89.3663, s1.loss_bbox: 0.2249, s2.loss_cls: 0.2953, s2.acc: 90.0011, s2.loss_bbox: 0.1990, loss: 1.9729, grad_norm: 2.9684
2021-08-10 10:36:13,445 - mmdet - INFO - Epoch [4][1550/7330] lr: 2.000e-02, eta: 16:55:59, time: 0.756, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2847, loss_centernet_heatmap: 0.1720, s0.loss_cls: 0.3325, s0.acc: 89.3977, s0.loss_bbox: 0.1205, s1.loss_cls: 0.3223, s1.acc: 89.4679, s1.loss_bbox: 0.2298, s2.loss_cls: 0.2926, s2.acc: 90.0532, s2.loss_bbox: 0.2042, loss: 1.9586, grad_norm: 2.8997
2021-08-10 10:36:51,049 - mmdet - INFO - Epoch [4][1600/7330] lr: 2.000e-02, eta: 16:55:17, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2869, loss_centernet_heatmap: 0.1714, s0.loss_cls: 0.3356, s0.acc: 89.3994, s0.loss_bbox: 0.1181, s1.loss_cls: 0.3248, s1.acc: 89.5514, s1.loss_bbox: 0.2262, s2.loss_cls: 0.3010, s2.acc: 89.9093, s2.loss_bbox: 0.2082, loss: 1.9723, grad_norm: 2.9503
2021-08-10 10:37:28,908 - mmdet - INFO - Epoch [4][1650/7330] lr: 2.000e-02, eta: 16:54:36, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2921, loss_centernet_heatmap: 0.1744, s0.loss_cls: 0.3298, s0.acc: 89.3469, s0.loss_bbox: 0.1207, s1.loss_cls: 0.3231, s1.acc: 89.4861, s1.loss_bbox: 0.2310, s2.loss_cls: 0.2941, s2.acc: 89.9545, s2.loss_bbox: 0.2110, loss: 1.9761, grad_norm: 3.0500
2021-08-10 10:38:11,633 - mmdet - INFO - Epoch [4][1700/7330] lr: 2.000e-02, eta: 16:54:11, time: 0.854, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2886, loss_centernet_heatmap: 0.1708, s0.loss_cls: 0.3306, s0.acc: 89.2874, s0.loss_bbox: 0.1188, s1.loss_cls: 0.3299, s1.acc: 89.1689, s1.loss_bbox: 0.2349, s2.loss_cls: 0.3035, s2.acc: 89.6049, s2.loss_bbox: 0.2098, loss: 1.9868, grad_norm: 3.0057
2021-08-10 10:38:48,876 - mmdet - INFO - Epoch [4][1750/7330] lr: 2.000e-02, eta: 16:53:29, time: 0.745, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2937, loss_centernet_heatmap: 0.1730, s0.loss_cls: 0.3426, s0.acc: 89.0713, s0.loss_bbox: 0.1169, s1.loss_cls: 0.3341, s1.acc: 89.1578, s1.loss_bbox: 0.2228, s2.loss_cls: 0.3031, s2.acc: 89.9546, s2.loss_bbox: 0.1985, loss: 1.9847, grad_norm: 3.0229
2021-08-10 10:39:26,428 - mmdet - INFO - Epoch [4][1800/7330] lr: 2.000e-02, eta: 16:52:47, time: 0.751, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2932, loss_centernet_heatmap: 0.1765, s0.loss_cls: 0.3475, s0.acc: 89.1587, s0.loss_bbox: 0.1229, s1.loss_cls: 0.3385, s1.acc: 89.1787, s1.loss_bbox: 0.2312, s2.loss_cls: 0.3086, s2.acc: 89.6280, s2.loss_bbox: 0.2073, loss: 2.0257, grad_norm: 3.0594
2021-08-10 10:40:04,453 - mmdet - INFO - Epoch [4][1850/7330] lr: 2.000e-02, eta: 16:52:06, time: 0.760, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2915, loss_centernet_heatmap: 0.1768, s0.loss_cls: 0.3367, s0.acc: 89.2319, s0.loss_bbox: 0.1183, s1.loss_cls: 0.3229, s1.acc: 89.6698, s1.loss_bbox: 0.2222, s2.loss_cls: 0.2956, s2.acc: 90.1565, s2.loss_bbox: 0.1995, loss: 1.9634, grad_norm: 2.9518
2021-08-10 10:40:42,094 - mmdet - INFO - Epoch [4][1900/7330] lr: 2.000e-02, eta: 16:51:25, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2914, loss_centernet_heatmap: 0.1752, s0.loss_cls: 0.3416, s0.acc: 89.1567, s0.loss_bbox: 0.1183, s1.loss_cls: 0.3387, s1.acc: 89.1590, s1.loss_bbox: 0.2296, s2.loss_cls: 0.3065, s2.acc: 89.8956, s2.loss_bbox: 0.2097, loss: 2.0110, grad_norm: 3.1041
2021-08-10 10:41:19,775 - mmdet - INFO - Epoch [4][1950/7330] lr: 2.000e-02, eta: 16:50:44, time: 0.754, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2958, loss_centernet_heatmap: 0.1773, s0.loss_cls: 0.3268, s0.acc: 89.4255, s0.loss_bbox: 0.1219, s1.loss_cls: 0.3144, s1.acc: 89.5781, s1.loss_bbox: 0.2227, s2.loss_cls: 0.2865, s2.acc: 90.2749, s2.loss_bbox: 0.2032, loss: 1.9486, grad_norm: 3.0514
2021-08-10 10:41:57,573 - mmdet - INFO - Epoch [4][2000/7330] lr: 2.000e-02, eta: 16:50:03, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2862, loss_centernet_heatmap: 0.1736, s0.loss_cls: 0.3354, s0.acc: 89.4395, s0.loss_bbox: 0.1196, s1.loss_cls: 0.3153, s1.acc: 89.8991, s1.loss_bbox: 0.2236, s2.loss_cls: 0.2869, s2.acc: 90.3680, s2.loss_bbox: 0.2020, loss: 1.9426, grad_norm: 3.0216
2021-08-10 10:42:35,315 - mmdet - INFO - Epoch [4][2050/7330] lr: 2.000e-02, eta: 16:49:21, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2935, loss_centernet_heatmap: 0.1732, s0.loss_cls: 0.3283, s0.acc: 89.5156, s0.loss_bbox: 0.1190, s1.loss_cls: 0.3220, s1.acc: 89.5189, s1.loss_bbox: 0.2284, s2.loss_cls: 0.2906, s2.acc: 90.1499, s2.loss_bbox: 0.2038, loss: 1.9587, grad_norm: 3.0393
2021-08-10 10:43:12,690 - mmdet - INFO - Epoch [4][2100/7330] lr: 2.000e-02, eta: 16:48:39, time: 0.747, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2858, loss_centernet_heatmap: 0.1720, s0.loss_cls: 0.3467, s0.acc: 88.8633, s0.loss_bbox: 0.1226, s1.loss_cls: 0.3315, s1.acc: 89.1874, s1.loss_bbox: 0.2324, s2.loss_cls: 0.3007, s2.acc: 89.8754, s2.loss_bbox: 0.2086, loss: 2.0002, grad_norm: 3.0420
2021-08-10 10:43:50,306 - mmdet - INFO - Epoch [4][2150/7330] lr: 2.000e-02, eta: 16:47:58, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2915, loss_centernet_heatmap: 0.1768, s0.loss_cls: 0.3385, s0.acc: 89.2048, s0.loss_bbox: 0.1210, s1.loss_cls: 0.3399, s1.acc: 89.1062, s1.loss_bbox: 0.2304, s2.loss_cls: 0.3137, s2.acc: 89.6418, s2.loss_bbox: 0.2042, loss: 2.0161, grad_norm: 3.0714
2021-08-10 10:44:28,438 - mmdet - INFO - Epoch [4][2200/7330] lr: 2.000e-02, eta: 16:47:18, time: 0.763, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2918, loss_centernet_heatmap: 0.1758, s0.loss_cls: 0.3369, s0.acc: 89.0071, s0.loss_bbox: 0.1233, s1.loss_cls: 0.3314, s1.acc: 88.9555, s1.loss_bbox: 0.2304, s2.loss_cls: 0.3015, s2.acc: 89.5212, s2.loss_bbox: 0.2028, loss: 1.9938, grad_norm: 3.0631
2021-08-10 10:45:05,856 - mmdet - INFO - Epoch [4][2250/7330] lr: 2.000e-02, eta: 16:46:36, time: 0.748, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2865, loss_centernet_heatmap: 0.1766, s0.loss_cls: 0.3387, s0.acc: 89.1370, s0.loss_bbox: 0.1223, s1.loss_cls: 0.3372, s1.acc: 89.1655, s1.loss_bbox: 0.2350, s2.loss_cls: 0.3014, s2.acc: 89.7823, s2.loss_bbox: 0.2036, loss: 2.0013, grad_norm: 3.0782
2021-08-10 10:45:43,497 - mmdet - INFO - Epoch [4][2300/7330] lr: 2.000e-02, eta: 16:45:54, time: 0.753, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2902, loss_centernet_heatmap: 0.1723, s0.loss_cls: 0.3515, s0.acc: 88.9321, s0.loss_bbox: 0.1220, s1.loss_cls: 0.3482, s1.acc: 89.0282, s1.loss_bbox: 0.2358, s2.loss_cls: 0.3095, s2.acc: 89.6493, s2.loss_bbox: 0.2144, loss: 2.0440, grad_norm: 3.0891
2021-08-10 10:46:20,715 - mmdet - INFO - Epoch [4][2350/7330] lr: 2.000e-02, eta: 16:45:12, time: 0.744, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2994, loss_centernet_heatmap: 0.1782, s0.loss_cls: 0.3383, s0.acc: 89.1702, s0.loss_bbox: 0.1200, s1.loss_cls: 0.3286, s1.acc: 89.3230, s1.loss_bbox: 0.2357, s2.loss_cls: 0.2997, s2.acc: 90.0146, s2.loss_bbox: 0.2068, loss: 2.0067, grad_norm: 3.0089
2021-08-10 10:46:58,158 - mmdet - INFO - Epoch [4][2400/7330] lr: 2.000e-02, eta: 16:44:30, time: 0.749, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2982, loss_centernet_heatmap: 0.1770, s0.loss_cls: 0.3476, s0.acc: 88.8799, s0.loss_bbox: 0.1262, s1.loss_cls: 0.3405, s1.acc: 89.0099, s1.loss_bbox: 0.2320, s2.loss_cls: 0.3064, s2.acc: 89.8422, s2.loss_bbox: 0.2023, loss: 2.0301, grad_norm: 3.0434
2021-08-10 10:47:35,805 - mmdet - INFO - Epoch [4][2450/7330] lr: 2.000e-02, eta: 16:43:48, time: 0.753, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2932, loss_centernet_heatmap: 0.1782, s0.loss_cls: 0.3391, s0.acc: 89.4739, s0.loss_bbox: 0.1198, s1.loss_cls: 0.3198, s1.acc: 89.8653, s1.loss_bbox: 0.2176, s2.loss_cls: 0.2853, s2.acc: 90.4279, s2.loss_bbox: 0.1925, loss: 1.9454, grad_norm: 2.8493
2021-08-10 10:48:13,631 - mmdet - INFO - Epoch [4][2500/7330] lr: 2.000e-02, eta: 16:43:08, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2920, loss_centernet_heatmap: 0.1759, s0.loss_cls: 0.3300, s0.acc: 89.6001, s0.loss_bbox: 0.1195, s1.loss_cls: 0.3265, s1.acc: 89.5116, s1.loss_bbox: 0.2219, s2.loss_cls: 0.2961, s2.acc: 90.2983, s2.loss_bbox: 0.2002, loss: 1.9621, grad_norm: 2.9921
2021-08-10 10:48:51,307 - mmdet - INFO - Epoch [4][2550/7330] lr: 2.000e-02, eta: 16:42:26, time: 0.753, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2890, loss_centernet_heatmap: 0.1748, s0.loss_cls: 0.3458, s0.acc: 88.9919, s0.loss_bbox: 0.1219, s1.loss_cls: 0.3397, s1.acc: 89.0561, s1.loss_bbox: 0.2375, s2.loss_cls: 0.3094, s2.acc: 89.6412, s2.loss_bbox: 0.2136, loss: 2.0317, grad_norm: 3.0390
2021-08-10 10:49:28,633 - mmdet - INFO - Epoch [4][2600/7330] lr: 2.000e-02, eta: 16:41:44, time: 0.746, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2950, loss_centernet_heatmap: 0.1754, s0.loss_cls: 0.3361, s0.acc: 89.1353, s0.loss_bbox: 0.1236, s1.loss_cls: 0.3245, s1.acc: 89.3676, s1.loss_bbox: 0.2288, s2.loss_cls: 0.2952, s2.acc: 90.1578, s2.loss_bbox: 0.2057, loss: 1.9843, grad_norm: 2.9536
2021-08-10 10:50:06,144 - mmdet - INFO - Epoch [4][2650/7330] lr: 2.000e-02, eta: 16:41:02, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2861, loss_centernet_heatmap: 0.1760, s0.loss_cls: 0.3340, s0.acc: 89.3657, s0.loss_bbox: 0.1197, s1.loss_cls: 0.3192, s1.acc: 89.7641, s1.loss_bbox: 0.2226, s2.loss_cls: 0.2871, s2.acc: 90.3364, s2.loss_bbox: 0.2029, loss: 1.9476, grad_norm: 2.8242
2021-08-10 10:50:43,932 - mmdet - INFO - Epoch [4][2700/7330] lr: 2.000e-02, eta: 16:40:22, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2855, loss_centernet_heatmap: 0.1725, s0.loss_cls: 0.3263, s0.acc: 89.7202, s0.loss_bbox: 0.1172, s1.loss_cls: 0.3298, s1.acc: 89.3263, s1.loss_bbox: 0.2194, s2.loss_cls: 0.2984, s2.acc: 90.0488, s2.loss_bbox: 0.2001, loss: 1.9493, grad_norm: 3.0625
2021-08-10 10:51:21,744 - mmdet - INFO - Epoch [4][2750/7330] lr: 2.000e-02, eta: 16:39:41, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2822, loss_centernet_heatmap: 0.1747, s0.loss_cls: 0.3144, s0.acc: 90.1528, s0.loss_bbox: 0.1199, s1.loss_cls: 0.2889, s1.acc: 90.7347, s1.loss_bbox: 0.2076, s2.loss_cls: 0.2616, s2.acc: 91.2628, s2.loss_bbox: 0.1875, loss: 1.8369, grad_norm: 2.7363
2021-08-10 10:51:59,333 - mmdet - INFO - Epoch [4][2800/7330] lr: 2.000e-02, eta: 16:38:59, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2785, loss_centernet_heatmap: 0.1688, s0.loss_cls: 0.3176, s0.acc: 89.8494, s0.loss_bbox: 0.1211, s1.loss_cls: 0.2942, s1.acc: 90.2247, s1.loss_bbox: 0.2159, s2.loss_cls: 0.2673, s2.acc: 90.7812, s2.loss_bbox: 0.1901, loss: 1.8535, grad_norm: 2.8202
2021-08-10 10:52:37,608 - mmdet - INFO - Epoch [4][2850/7330] lr: 2.000e-02, eta: 16:38:20, time: 0.765, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2866, loss_centernet_heatmap: 0.1728, s0.loss_cls: 0.3371, s0.acc: 89.1934, s0.loss_bbox: 0.1237, s1.loss_cls: 0.3147, s1.acc: 89.7587, s1.loss_bbox: 0.2205, s2.loss_cls: 0.2839, s2.acc: 90.4688, s2.loss_bbox: 0.1922, loss: 1.9315, grad_norm: 2.7617
2021-08-10 10:53:15,338 - mmdet - INFO - Epoch [4][2900/7330] lr: 2.000e-02, eta: 16:37:39, time: 0.755, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2865, loss_centernet_heatmap: 0.1749, s0.loss_cls: 0.3219, s0.acc: 89.8225, s0.loss_bbox: 0.1154, s1.loss_cls: 0.3010, s1.acc: 90.3071, s1.loss_bbox: 0.2237, s2.loss_cls: 0.2741, s2.acc: 90.7363, s2.loss_bbox: 0.2049, loss: 1.9023, grad_norm: 2.9027
2021-08-10 10:53:52,725 - mmdet - INFO - Epoch [4][2950/7330] lr: 2.000e-02, eta: 16:36:57, time: 0.748, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2877, loss_centernet_heatmap: 0.1730, s0.loss_cls: 0.3361, s0.acc: 89.5479, s0.loss_bbox: 0.1234, s1.loss_cls: 0.3166, s1.acc: 89.9033, s1.loss_bbox: 0.2238, s2.loss_cls: 0.2885, s2.acc: 90.3744, s2.loss_bbox: 0.1959, loss: 1.9451, grad_norm: 2.9706
2021-08-10 10:54:30,433 - mmdet - INFO - Epoch [4][3000/7330] lr: 2.000e-02, eta: 16:36:16, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2916, loss_centernet_heatmap: 0.1714, s0.loss_cls: 0.3295, s0.acc: 89.3782, s0.loss_bbox: 0.1191, s1.loss_cls: 0.3204, s1.acc: 89.5673, s1.loss_bbox: 0.2223, s2.loss_cls: 0.2968, s2.acc: 89.7429, s2.loss_bbox: 0.2016, loss: 1.9526, grad_norm: 2.8802
2021-08-10 10:55:08,390 - mmdet - INFO - Epoch [4][3050/7330] lr: 2.000e-02, eta: 16:35:36, time: 0.759, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2891, loss_centernet_heatmap: 0.1739, s0.loss_cls: 0.3460, s0.acc: 88.8901, s0.loss_bbox: 0.1245, s1.loss_cls: 0.3313, s1.acc: 89.1700, s1.loss_bbox: 0.2316, s2.loss_cls: 0.2994, s2.acc: 89.8506, s2.loss_bbox: 0.1930, loss: 1.9889, grad_norm: 3.0054
2021-08-10 10:55:46,245 - mmdet - INFO - Epoch [4][3100/7330] lr: 2.000e-02, eta: 16:34:56, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2868, loss_centernet_heatmap: 0.1705, s0.loss_cls: 0.3270, s0.acc: 89.6494, s0.loss_bbox: 0.1168, s1.loss_cls: 0.3210, s1.acc: 89.5284, s1.loss_bbox: 0.2276, s2.loss_cls: 0.2974, s2.acc: 90.0732, s2.loss_bbox: 0.2012, loss: 1.9484, grad_norm: 3.0497
2021-08-10 10:56:24,103 - mmdet - INFO - Epoch [4][3150/7330] lr: 2.000e-02, eta: 16:34:15, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2922, loss_centernet_heatmap: 0.1750, s0.loss_cls: 0.3380, s0.acc: 89.3140, s0.loss_bbox: 0.1178, s1.loss_cls: 0.3366, s1.acc: 89.2529, s1.loss_bbox: 0.2273, s2.loss_cls: 0.3073, s2.acc: 89.7976, s2.loss_bbox: 0.2045, loss: 1.9987, grad_norm: 3.1262
2021-08-10 10:57:01,985 - mmdet - INFO - Epoch [4][3200/7330] lr: 2.000e-02, eta: 16:33:35, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2919, loss_centernet_heatmap: 0.1732, s0.loss_cls: 0.3232, s0.acc: 89.6565, s0.loss_bbox: 0.1193, s1.loss_cls: 0.3223, s1.acc: 89.4260, s1.loss_bbox: 0.2297, s2.loss_cls: 0.2945, s2.acc: 89.9836, s2.loss_bbox: 0.2081, loss: 1.9622, grad_norm: 2.9677
2021-08-10 10:57:39,698 - mmdet - INFO - Epoch [4][3250/7330] lr: 2.000e-02, eta: 16:32:54, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2930, loss_centernet_heatmap: 0.1785, s0.loss_cls: 0.3532, s0.acc: 88.7991, s0.loss_bbox: 0.1212, s1.loss_cls: 0.3354, s1.acc: 89.3058, s1.loss_bbox: 0.2228, s2.loss_cls: 0.2976, s2.acc: 90.1903, s2.loss_bbox: 0.2032, loss: 2.0049, grad_norm: 2.9713
2021-08-10 10:58:17,644 - mmdet - INFO - Epoch [4][3300/7330] lr: 2.000e-02, eta: 16:32:14, time: 0.759, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2949, loss_centernet_heatmap: 0.1719, s0.loss_cls: 0.3306, s0.acc: 89.3569, s0.loss_bbox: 0.1210, s1.loss_cls: 0.3245, s1.acc: 89.4947, s1.loss_bbox: 0.2293, s2.loss_cls: 0.2908, s2.acc: 90.0969, s2.loss_bbox: 0.2062, loss: 1.9693, grad_norm: 2.9648
2021-08-10 10:58:55,900 - mmdet - INFO - Epoch [4][3350/7330] lr: 2.000e-02, eta: 16:31:34, time: 0.765, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2999, loss_centernet_heatmap: 0.1756, s0.loss_cls: 0.3227, s0.acc: 89.3799, s0.loss_bbox: 0.1193, s1.loss_cls: 0.3187, s1.acc: 89.5047, s1.loss_bbox: 0.2308, s2.loss_cls: 0.2936, s2.acc: 89.9060, s2.loss_bbox: 0.2104, loss: 1.9710, grad_norm: 3.0029
2021-08-10 10:59:33,778 - mmdet - INFO - Epoch [4][3400/7330] lr: 2.000e-02, eta: 16:30:54, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2897, loss_centernet_heatmap: 0.1749, s0.loss_cls: 0.3317, s0.acc: 89.3445, s0.loss_bbox: 0.1191, s1.loss_cls: 0.3208, s1.acc: 89.6378, s1.loss_bbox: 0.2232, s2.loss_cls: 0.2940, s2.acc: 90.1525, s2.loss_bbox: 0.2080, loss: 1.9613, grad_norm: 3.0174
2021-08-10 11:00:11,676 - mmdet - INFO - Epoch [4][3450/7330] lr: 2.000e-02, eta: 16:30:14, time: 0.758, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2921, loss_centernet_heatmap: 0.1813, s0.loss_cls: 0.3275, s0.acc: 89.5303, s0.loss_bbox: 0.1184, s1.loss_cls: 0.3142, s1.acc: 89.7650, s1.loss_bbox: 0.2195, s2.loss_cls: 0.2875, s2.acc: 90.3368, s2.loss_bbox: 0.1952, loss: 1.9356, grad_norm: 2.9748
2021-08-10 11:00:49,360 - mmdet - INFO - Epoch [4][3500/7330] lr: 2.000e-02, eta: 16:29:33, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2944, loss_centernet_heatmap: 0.1733, s0.loss_cls: 0.3392, s0.acc: 89.3291, s0.loss_bbox: 0.1188, s1.loss_cls: 0.3376, s1.acc: 89.1405, s1.loss_bbox: 0.2233, s2.loss_cls: 0.3041, s2.acc: 90.1944, s2.loss_bbox: 0.2043, loss: 1.9951, grad_norm: 3.0004
2021-08-10 11:01:26,772 - mmdet - INFO - Epoch [4][3550/7330] lr: 2.000e-02, eta: 16:28:51, time: 0.748, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2892, loss_centernet_heatmap: 0.1727, s0.loss_cls: 0.3317, s0.acc: 89.4316, s0.loss_bbox: 0.1207, s1.loss_cls: 0.3279, s1.acc: 89.2972, s1.loss_bbox: 0.2265, s2.loss_cls: 0.2993, s2.acc: 89.8622, s2.loss_bbox: 0.2053, loss: 1.9733, grad_norm: 3.0543
2021-08-10 11:02:04,022 - mmdet - INFO - Epoch [4][3600/7330] lr: 2.000e-02, eta: 16:28:09, time: 0.745, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2930, loss_centernet_heatmap: 0.2049, s0.loss_cls: 0.2760, s0.acc: 91.3813, s0.loss_bbox: 0.1058, s1.loss_cls: 0.2636, s1.acc: 91.6218, s1.loss_bbox: 0.1922, s2.loss_cls: 0.2404, s2.acc: 92.0767, s2.loss_bbox: 0.1613, loss: 1.7372, grad_norm: 3.0826
2021-08-10 11:02:41,538 - mmdet - INFO - Epoch [4][3650/7330] lr: 2.000e-02, eta: 16:27:27, time: 0.750, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2793, loss_centernet_heatmap: 0.1782, s0.loss_cls: 0.2669, s0.acc: 91.4243, s0.loss_bbox: 0.1086, s1.loss_cls: 0.2497, s1.acc: 91.8321, s1.loss_bbox: 0.1878, s2.loss_cls: 0.2265, s2.acc: 92.3701, s2.loss_bbox: 0.1653, loss: 1.6623, grad_norm: 2.2371
2021-08-10 11:03:19,226 - mmdet - INFO - Epoch [4][3700/7330] lr: 2.000e-02, eta: 16:26:47, time: 0.755, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2758, loss_centernet_heatmap: 0.1783, s0.loss_cls: 0.2882, s0.acc: 91.1074, s0.loss_bbox: 0.1116, s1.loss_cls: 0.2633, s1.acc: 91.6730, s1.loss_bbox: 0.1912, s2.loss_cls: 0.2397, s2.acc: 92.2361, s2.loss_bbox: 0.1655, loss: 1.7137, grad_norm: 2.4102
2021-08-10 11:03:56,920 - mmdet - INFO - Epoch [4][3750/7330] lr: 2.000e-02, eta: 16:26:06, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2642, loss_centernet_heatmap: 0.1610, s0.loss_cls: 0.2789, s0.acc: 91.2327, s0.loss_bbox: 0.1102, s1.loss_cls: 0.2608, s1.acc: 91.6957, s1.loss_bbox: 0.1985, s2.loss_cls: 0.2370, s2.acc: 92.1679, s2.loss_bbox: 0.1758, loss: 1.6864, grad_norm: 2.4470
2021-08-10 11:04:34,513 - mmdet - INFO - Epoch [4][3800/7330] lr: 2.000e-02, eta: 16:25:25, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2740, loss_centernet_heatmap: 0.1732, s0.loss_cls: 0.3022, s0.acc: 90.5664, s0.loss_bbox: 0.1175, s1.loss_cls: 0.2805, s1.acc: 91.0631, s1.loss_bbox: 0.2007, s2.loss_cls: 0.2558, s2.acc: 91.6376, s2.loss_bbox: 0.1725, loss: 1.7764, grad_norm: 2.4009
2021-08-10 11:05:12,589 - mmdet - INFO - Epoch [4][3850/7330] lr: 2.000e-02, eta: 16:24:45, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2760, loss_centernet_heatmap: 0.1727, s0.loss_cls: 0.2926, s0.acc: 90.8503, s0.loss_bbox: 0.1152, s1.loss_cls: 0.2705, s1.acc: 91.5335, s1.loss_bbox: 0.1993, s2.loss_cls: 0.2424, s2.acc: 92.0342, s2.loss_bbox: 0.1723, loss: 1.7410, grad_norm: 2.4170
2021-08-10 11:05:50,451 - mmdet - INFO - Epoch [4][3900/7330] lr: 2.000e-02, eta: 16:24:05, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2704, loss_centernet_heatmap: 0.1731, s0.loss_cls: 0.2793, s0.acc: 91.1572, s0.loss_bbox: 0.1115, s1.loss_cls: 0.2602, s1.acc: 91.5916, s1.loss_bbox: 0.2004, s2.loss_cls: 0.2390, s2.acc: 92.0722, s2.loss_bbox: 0.1771, loss: 1.7111, grad_norm: 2.3800
2021-08-10 11:06:28,196 - mmdet - INFO - Epoch [4][3950/7330] lr: 2.000e-02, eta: 16:23:24, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2683, loss_centernet_heatmap: 0.1696, s0.loss_cls: 0.2896, s0.acc: 90.7390, s0.loss_bbox: 0.1148, s1.loss_cls: 0.2710, s1.acc: 91.2588, s1.loss_bbox: 0.1961, s2.loss_cls: 0.2472, s2.acc: 91.6514, s2.loss_bbox: 0.1705, loss: 1.7273, grad_norm: 2.4404
2021-08-10 11:07:06,161 - mmdet - INFO - Epoch [4][4000/7330] lr: 2.000e-02, eta: 16:22:44, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2778, loss_centernet_heatmap: 0.1731, s0.loss_cls: 0.3030, s0.acc: 90.5112, s0.loss_bbox: 0.1174, s1.loss_cls: 0.2822, s1.acc: 90.9016, s1.loss_bbox: 0.2063, s2.loss_cls: 0.2543, s2.acc: 91.4876, s2.loss_bbox: 0.1812, loss: 1.7952, grad_norm: 2.4753
2021-08-10 11:07:43,724 - mmdet - INFO - Epoch [4][4050/7330] lr: 2.000e-02, eta: 16:22:03, time: 0.751, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2790, loss_centernet_heatmap: 0.1694, s0.loss_cls: 0.3011, s0.acc: 90.4478, s0.loss_bbox: 0.1169, s1.loss_cls: 0.2830, s1.acc: 90.8792, s1.loss_bbox: 0.2080, s2.loss_cls: 0.2555, s2.acc: 91.5897, s2.loss_bbox: 0.1873, loss: 1.8002, grad_norm: 2.4991
2021-08-10 11:08:21,816 - mmdet - INFO - Epoch [4][4100/7330] lr: 2.000e-02, eta: 16:21:23, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2701, loss_centernet_heatmap: 0.1699, s0.loss_cls: 0.3002, s0.acc: 90.4990, s0.loss_bbox: 0.1163, s1.loss_cls: 0.2814, s1.acc: 90.8163, s1.loss_bbox: 0.2003, s2.loss_cls: 0.2588, s2.acc: 91.2883, s2.loss_bbox: 0.1768, loss: 1.7738, grad_norm: 2.5392
2021-08-10 11:08:59,694 - mmdet - INFO - Epoch [4][4150/7330] lr: 2.000e-02, eta: 16:20:43, time: 0.757, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2705, loss_centernet_heatmap: 0.1716, s0.loss_cls: 0.2962, s0.acc: 90.6860, s0.loss_bbox: 0.1139, s1.loss_cls: 0.2758, s1.acc: 91.1391, s1.loss_bbox: 0.2016, s2.loss_cls: 0.2527, s2.acc: 91.6922, s2.loss_bbox: 0.1822, loss: 1.7646, grad_norm: 2.6169
2021-08-10 11:09:37,413 - mmdet - INFO - Epoch [4][4200/7330] lr: 2.000e-02, eta: 16:20:02, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2773, loss_centernet_heatmap: 0.1785, s0.loss_cls: 0.3142, s0.acc: 90.1689, s0.loss_bbox: 0.1171, s1.loss_cls: 0.2870, s1.acc: 90.8496, s1.loss_bbox: 0.2017, s2.loss_cls: 0.2579, s2.acc: 91.5340, s2.loss_bbox: 0.1746, loss: 1.8083, grad_norm: 2.5935
2021-08-10 11:10:15,518 - mmdet - INFO - Epoch [4][4250/7330] lr: 2.000e-02, eta: 16:19:23, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2742, loss_centernet_heatmap: 0.1693, s0.loss_cls: 0.2994, s0.acc: 90.3423, s0.loss_bbox: 0.1214, s1.loss_cls: 0.2763, s1.acc: 91.0455, s1.loss_bbox: 0.2109, s2.loss_cls: 0.2494, s2.acc: 91.6379, s2.loss_bbox: 0.1840, loss: 1.7850, grad_norm: 2.4970
2021-08-10 11:10:53,009 - mmdet - INFO - Epoch [4][4300/7330] lr: 2.000e-02, eta: 16:18:42, time: 0.750, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2784, loss_centernet_heatmap: 0.1730, s0.loss_cls: 0.3068, s0.acc: 90.3740, s0.loss_bbox: 0.1225, s1.loss_cls: 0.2849, s1.acc: 90.7291, s1.loss_bbox: 0.2180, s2.loss_cls: 0.2578, s2.acc: 91.1995, s2.loss_bbox: 0.1885, loss: 1.8300, grad_norm: 2.4924
2021-08-10 11:11:30,793 - mmdet - INFO - Epoch [4][4350/7330] lr: 2.000e-02, eta: 16:18:01, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2784, loss_centernet_heatmap: 0.1704, s0.loss_cls: 0.3006, s0.acc: 90.5127, s0.loss_bbox: 0.1193, s1.loss_cls: 0.2768, s1.acc: 91.0614, s1.loss_bbox: 0.2065, s2.loss_cls: 0.2488, s2.acc: 91.6268, s2.loss_bbox: 0.1764, loss: 1.7772, grad_norm: 2.5702
2021-08-10 11:12:08,903 - mmdet - INFO - Epoch [4][4400/7330] lr: 2.000e-02, eta: 16:17:22, time: 0.762, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2638, loss_centernet_heatmap: 0.1658, s0.loss_cls: 0.2971, s0.acc: 90.5237, s0.loss_bbox: 0.1143, s1.loss_cls: 0.2783, s1.acc: 90.9651, s1.loss_bbox: 0.2072, s2.loss_cls: 0.2566, s2.acc: 91.4180, s2.loss_bbox: 0.1857, loss: 1.7689, grad_norm: 2.4950
2021-08-10 11:12:46,824 - mmdet - INFO - Epoch [4][4450/7330] lr: 2.000e-02, eta: 16:16:42, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2720, loss_centernet_heatmap: 0.1661, s0.loss_cls: 0.3062, s0.acc: 90.4419, s0.loss_bbox: 0.1160, s1.loss_cls: 0.2847, s1.acc: 90.9503, s1.loss_bbox: 0.2018, s2.loss_cls: 0.2556, s2.acc: 91.6093, s2.loss_bbox: 0.1839, loss: 1.7863, grad_norm: 2.5766
2021-08-10 11:13:24,717 - mmdet - INFO - Epoch [4][4500/7330] lr: 2.000e-02, eta: 16:16:02, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2778, loss_centernet_heatmap: 0.1720, s0.loss_cls: 0.3155, s0.acc: 90.0767, s0.loss_bbox: 0.1227, s1.loss_cls: 0.2949, s1.acc: 90.6206, s1.loss_bbox: 0.2098, s2.loss_cls: 0.2664, s2.acc: 91.2788, s2.loss_bbox: 0.1837, loss: 1.8428, grad_norm: 2.6052
2021-08-10 11:14:02,748 - mmdet - INFO - Epoch [4][4550/7330] lr: 2.000e-02, eta: 16:15:22, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2730, loss_centernet_heatmap: 0.1681, s0.loss_cls: 0.2940, s0.acc: 90.7683, s0.loss_bbox: 0.1179, s1.loss_cls: 0.2743, s1.acc: 91.1929, s1.loss_bbox: 0.2114, s2.loss_cls: 0.2463, s2.acc: 91.7810, s2.loss_bbox: 0.1822, loss: 1.7672, grad_norm: 2.5637
2021-08-10 11:14:40,627 - mmdet - INFO - Epoch [4][4600/7330] lr: 2.000e-02, eta: 16:14:42, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2766, loss_centernet_heatmap: 0.1717, s0.loss_cls: 0.3076, s0.acc: 90.2859, s0.loss_bbox: 0.1181, s1.loss_cls: 0.2892, s1.acc: 90.7195, s1.loss_bbox: 0.2101, s2.loss_cls: 0.2601, s2.acc: 91.2373, s2.loss_bbox: 0.1840, loss: 1.8175, grad_norm: 2.6415
2021-08-10 11:15:18,042 - mmdet - INFO - Epoch [4][4650/7330] lr: 2.000e-02, eta: 16:14:00, time: 0.748, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2716, loss_centernet_heatmap: 0.1663, s0.loss_cls: 0.2878, s0.acc: 90.8506, s0.loss_bbox: 0.1187, s1.loss_cls: 0.2677, s1.acc: 91.2119, s1.loss_bbox: 0.2112, s2.loss_cls: 0.2453, s2.acc: 91.7797, s2.loss_bbox: 0.1850, loss: 1.7537, grad_norm: 2.5512
2021-08-10 11:15:55,625 - mmdet - INFO - Epoch [4][4700/7330] lr: 2.000e-02, eta: 16:13:19, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2832, loss_centernet_heatmap: 0.1719, s0.loss_cls: 0.3058, s0.acc: 90.4087, s0.loss_bbox: 0.1226, s1.loss_cls: 0.2847, s1.acc: 90.9190, s1.loss_bbox: 0.2127, s2.loss_cls: 0.2545, s2.acc: 91.4490, s2.loss_bbox: 0.1773, loss: 1.8126, grad_norm: 2.6138
2021-08-10 11:16:33,345 - mmdet - INFO - Epoch [4][4750/7330] lr: 2.000e-02, eta: 16:12:39, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2744, loss_centernet_heatmap: 0.1693, s0.loss_cls: 0.2941, s0.acc: 90.5637, s0.loss_bbox: 0.1174, s1.loss_cls: 0.2765, s1.acc: 91.0614, s1.loss_bbox: 0.2116, s2.loss_cls: 0.2524, s2.acc: 91.4572, s2.loss_bbox: 0.1864, loss: 1.7820, grad_norm: 2.5709
2021-08-10 11:17:11,060 - mmdet - INFO - Epoch [4][4800/7330] lr: 2.000e-02, eta: 16:11:58, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2745, loss_centernet_heatmap: 0.1722, s0.loss_cls: 0.3066, s0.acc: 90.2876, s0.loss_bbox: 0.1200, s1.loss_cls: 0.2851, s1.acc: 90.7744, s1.loss_bbox: 0.2105, s2.loss_cls: 0.2592, s2.acc: 91.3653, s2.loss_bbox: 0.1861, loss: 1.8143, grad_norm: 2.5499
2021-08-10 11:17:49,021 - mmdet - INFO - Epoch [4][4850/7330] lr: 2.000e-02, eta: 16:11:18, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2692, loss_centernet_heatmap: 0.1636, s0.loss_cls: 0.2867, s0.acc: 90.9561, s0.loss_bbox: 0.1103, s1.loss_cls: 0.2681, s1.acc: 91.3985, s1.loss_bbox: 0.2039, s2.loss_cls: 0.2459, s2.acc: 91.8005, s2.loss_bbox: 0.1886, loss: 1.7362, grad_norm: 2.5614
2021-08-10 11:18:26,508 - mmdet - INFO - Epoch [4][4900/7330] lr: 2.000e-02, eta: 16:10:37, time: 0.750, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2775, loss_centernet_heatmap: 0.1701, s0.loss_cls: 0.2970, s0.acc: 90.6240, s0.loss_bbox: 0.1199, s1.loss_cls: 0.2771, s1.acc: 91.1107, s1.loss_bbox: 0.2095, s2.loss_cls: 0.2530, s2.acc: 91.6533, s2.loss_bbox: 0.1868, loss: 1.7909, grad_norm: 2.5096
2021-08-10 11:19:04,446 - mmdet - INFO - Epoch [4][4950/7330] lr: 2.000e-02, eta: 16:09:57, time: 0.759, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2738, loss_centernet_heatmap: 0.1721, s0.loss_cls: 0.3052, s0.acc: 90.2507, s0.loss_bbox: 0.1210, s1.loss_cls: 0.2851, s1.acc: 90.8348, s1.loss_bbox: 0.2078, s2.loss_cls: 0.2522, s2.acc: 91.5026, s2.loss_bbox: 0.1855, loss: 1.8028, grad_norm: 2.6026
2021-08-10 11:19:42,486 - mmdet - INFO - Epoch [4][5000/7330] lr: 2.000e-02, eta: 16:09:18, time: 0.761, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2746, loss_centernet_heatmap: 0.1650, s0.loss_cls: 0.3061, s0.acc: 90.2893, s0.loss_bbox: 0.1208, s1.loss_cls: 0.2832, s1.acc: 90.8178, s1.loss_bbox: 0.2079, s2.loss_cls: 0.2551, s2.acc: 91.4016, s2.loss_bbox: 0.1868, loss: 1.7995, grad_norm: 2.6603
2021-08-10 11:20:20,108 - mmdet - INFO - Epoch [4][5050/7330] lr: 2.000e-02, eta: 16:08:37, time: 0.752, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2766, loss_centernet_heatmap: 0.1692, s0.loss_cls: 0.3115, s0.acc: 90.0747, s0.loss_bbox: 0.1225, s1.loss_cls: 0.2839, s1.acc: 90.7297, s1.loss_bbox: 0.2157, s2.loss_cls: 0.2564, s2.acc: 91.3565, s2.loss_bbox: 0.1842, loss: 1.8199, grad_norm: 2.6405
2021-08-10 11:20:57,689 - mmdet - INFO - Epoch [4][5100/7330] lr: 2.000e-02, eta: 16:07:56, time: 0.752, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2709, loss_centernet_heatmap: 0.1700, s0.loss_cls: 0.3077, s0.acc: 90.5330, s0.loss_bbox: 0.1184, s1.loss_cls: 0.2813, s1.acc: 91.1657, s1.loss_bbox: 0.2033, s2.loss_cls: 0.2565, s2.acc: 91.4932, s2.loss_bbox: 0.1892, loss: 1.7973, grad_norm: 2.7166
2021-08-10 11:21:35,600 - mmdet - INFO - Epoch [4][5150/7330] lr: 2.000e-02, eta: 16:07:16, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2783, loss_centernet_heatmap: 0.1737, s0.loss_cls: 0.3186, s0.acc: 89.8547, s0.loss_bbox: 0.1204, s1.loss_cls: 0.2953, s1.acc: 90.3951, s1.loss_bbox: 0.2162, s2.loss_cls: 0.2701, s2.acc: 90.8304, s2.loss_bbox: 0.1885, loss: 1.8611, grad_norm: 2.5849
2021-08-10 11:22:12,925 - mmdet - INFO - Epoch [4][5200/7330] lr: 2.000e-02, eta: 16:06:35, time: 0.746, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2738, loss_centernet_heatmap: 0.1682, s0.loss_cls: 0.3123, s0.acc: 90.3586, s0.loss_bbox: 0.1184, s1.loss_cls: 0.2881, s1.acc: 90.9699, s1.loss_bbox: 0.2104, s2.loss_cls: 0.2576, s2.acc: 91.4365, s2.loss_bbox: 0.1852, loss: 1.8140, grad_norm: 2.6034
2021-08-10 11:22:50,668 - mmdet - INFO - Epoch [4][5250/7330] lr: 2.000e-02, eta: 16:05:54, time: 0.755, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2726, loss_centernet_heatmap: 0.1700, s0.loss_cls: 0.3152, s0.acc: 90.1084, s0.loss_bbox: 0.1178, s1.loss_cls: 0.2921, s1.acc: 90.6125, s1.loss_bbox: 0.2145, s2.loss_cls: 0.2636, s2.acc: 91.2215, s2.loss_bbox: 0.1879, loss: 1.8337, grad_norm: 2.5487
2021-08-10 11:23:28,017 - mmdet - INFO - Epoch [4][5300/7330] lr: 2.000e-02, eta: 16:05:13, time: 0.747, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2743, loss_centernet_heatmap: 0.1717, s0.loss_cls: 0.3072, s0.acc: 90.2793, s0.loss_bbox: 0.1202, s1.loss_cls: 0.2870, s1.acc: 90.8503, s1.loss_bbox: 0.2112, s2.loss_cls: 0.2627, s2.acc: 91.1291, s2.loss_bbox: 0.1782, loss: 1.8125, grad_norm: 2.6001
2021-08-10 11:24:05,722 - mmdet - INFO - Epoch [4][5350/7330] lr: 2.000e-02, eta: 16:04:32, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2775, loss_centernet_heatmap: 0.1741, s0.loss_cls: 0.3153, s0.acc: 89.9700, s0.loss_bbox: 0.1215, s1.loss_cls: 0.2958, s1.acc: 90.3387, s1.loss_bbox: 0.2117, s2.loss_cls: 0.2701, s2.acc: 91.0337, s2.loss_bbox: 0.1876, loss: 1.8535, grad_norm: 2.7052
2021-08-10 11:24:44,179 - mmdet - INFO - Epoch [4][5400/7330] lr: 2.000e-02, eta: 16:03:54, time: 0.769, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2732, loss_centernet_heatmap: 0.1704, s0.loss_cls: 0.3187, s0.acc: 89.9822, s0.loss_bbox: 0.1187, s1.loss_cls: 0.2969, s1.acc: 90.5569, s1.loss_bbox: 0.2130, s2.loss_cls: 0.2673, s2.acc: 91.2285, s2.loss_bbox: 0.1899, loss: 1.8481, grad_norm: 2.6787
2021-08-10 11:25:22,010 - mmdet - INFO - Epoch [4][5450/7330] lr: 2.000e-02, eta: 16:03:14, time: 0.757, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2753, loss_centernet_heatmap: 0.1719, s0.loss_cls: 0.3056, s0.acc: 90.3462, s0.loss_bbox: 0.1192, s1.loss_cls: 0.2834, s1.acc: 90.8884, s1.loss_bbox: 0.2090, s2.loss_cls: 0.2594, s2.acc: 91.3056, s2.loss_bbox: 0.1813, loss: 1.8050, grad_norm: 2.6201
2021-08-10 11:25:59,472 - mmdet - INFO - Epoch [4][5500/7330] lr: 2.000e-02, eta: 16:02:33, time: 0.749, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2812, loss_centernet_heatmap: 0.1692, s0.loss_cls: 0.3075, s0.acc: 90.1521, s0.loss_bbox: 0.1230, s1.loss_cls: 0.2866, s1.acc: 90.7649, s1.loss_bbox: 0.2179, s2.loss_cls: 0.2583, s2.acc: 91.3608, s2.loss_bbox: 0.1924, loss: 1.8361, grad_norm: 2.6112
2021-08-10 11:26:37,495 - mmdet - INFO - Epoch [4][5550/7330] lr: 2.000e-02, eta: 16:01:53, time: 0.761, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2791, loss_centernet_heatmap: 0.1678, s0.loss_cls: 0.3177, s0.acc: 89.9817, s0.loss_bbox: 0.1199, s1.loss_cls: 0.2956, s1.acc: 90.4550, s1.loss_bbox: 0.2100, s2.loss_cls: 0.2651, s2.acc: 91.2855, s2.loss_bbox: 0.1878, loss: 1.8431, grad_norm: 2.7116
2021-08-10 11:27:15,374 - mmdet - INFO - Epoch [4][5600/7330] lr: 2.000e-02, eta: 16:01:13, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2774, loss_centernet_heatmap: 0.1729, s0.loss_cls: 0.3157, s0.acc: 90.1104, s0.loss_bbox: 0.1204, s1.loss_cls: 0.2906, s1.acc: 90.7085, s1.loss_bbox: 0.2103, s2.loss_cls: 0.2603, s2.acc: 91.2765, s2.loss_bbox: 0.1884, loss: 1.8359, grad_norm: 2.7369
2021-08-10 11:27:53,522 - mmdet - INFO - Epoch [4][5650/7330] lr: 2.000e-02, eta: 16:00:34, time: 0.763, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2751, loss_centernet_heatmap: 0.1696, s0.loss_cls: 0.3119, s0.acc: 90.0156, s0.loss_bbox: 0.1195, s1.loss_cls: 0.2885, s1.acc: 90.6014, s1.loss_bbox: 0.2119, s2.loss_cls: 0.2608, s2.acc: 91.3179, s2.loss_bbox: 0.1847, loss: 1.8220, grad_norm: 2.6600
2021-08-10 11:28:31,340 - mmdet - INFO - Epoch [4][5700/7330] lr: 2.000e-02, eta: 15:59:54, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2775, loss_centernet_heatmap: 0.1711, s0.loss_cls: 0.3124, s0.acc: 90.0913, s0.loss_bbox: 0.1229, s1.loss_cls: 0.2872, s1.acc: 90.6944, s1.loss_bbox: 0.2196, s2.loss_cls: 0.2617, s2.acc: 91.2064, s2.loss_bbox: 0.1916, loss: 1.8439, grad_norm: 2.8146
2021-08-10 11:29:09,633 - mmdet - INFO - Epoch [4][5750/7330] lr: 2.000e-02, eta: 15:59:15, time: 0.766, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2819, loss_centernet_heatmap: 0.1708, s0.loss_cls: 0.3282, s0.acc: 89.3394, s0.loss_bbox: 0.1222, s1.loss_cls: 0.2979, s1.acc: 90.2054, s1.loss_bbox: 0.2202, s2.loss_cls: 0.2669, s2.acc: 90.9388, s2.loss_bbox: 0.1953, loss: 1.8835, grad_norm: 2.6506
2021-08-10 11:29:47,961 - mmdet - INFO - Epoch [4][5800/7330] lr: 2.000e-02, eta: 15:58:36, time: 0.767, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2791, loss_centernet_heatmap: 0.1691, s0.loss_cls: 0.3097, s0.acc: 90.0063, s0.loss_bbox: 0.1206, s1.loss_cls: 0.2905, s1.acc: 90.5242, s1.loss_bbox: 0.2175, s2.loss_cls: 0.2640, s2.acc: 91.0012, s2.loss_bbox: 0.1982, loss: 1.8486, grad_norm: 2.6396
2021-08-10 11:30:25,782 - mmdet - INFO - Epoch [4][5850/7330] lr: 2.000e-02, eta: 15:57:56, time: 0.756, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2722, loss_centernet_heatmap: 0.1679, s0.loss_cls: 0.3141, s0.acc: 90.1023, s0.loss_bbox: 0.1187, s1.loss_cls: 0.2904, s1.acc: 90.6874, s1.loss_bbox: 0.2121, s2.loss_cls: 0.2654, s2.acc: 90.9587, s2.loss_bbox: 0.1848, loss: 1.8257, grad_norm: 2.7479
2021-08-10 11:31:03,619 - mmdet - INFO - Epoch [4][5900/7330] lr: 2.000e-02, eta: 15:57:16, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2783, loss_centernet_heatmap: 0.1703, s0.loss_cls: 0.3244, s0.acc: 89.7778, s0.loss_bbox: 0.1223, s1.loss_cls: 0.2997, s1.acc: 90.3874, s1.loss_bbox: 0.2205, s2.loss_cls: 0.2716, s2.acc: 91.0518, s2.loss_bbox: 0.1874, loss: 1.8745, grad_norm: 2.7199
2021-08-10 11:31:41,546 - mmdet - INFO - Epoch [4][5950/7330] lr: 2.000e-02, eta: 15:56:37, time: 0.758, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2836, loss_centernet_heatmap: 0.1729, s0.loss_cls: 0.3402, s0.acc: 89.4070, s0.loss_bbox: 0.1221, s1.loss_cls: 0.3159, s1.acc: 90.0390, s1.loss_bbox: 0.2165, s2.loss_cls: 0.2810, s2.acc: 90.8013, s2.loss_bbox: 0.1933, loss: 1.9256, grad_norm: 2.7764
2021-08-10 11:32:19,407 - mmdet - INFO - Epoch [4][6000/7330] lr: 2.000e-02, eta: 15:55:57, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2784, loss_centernet_heatmap: 0.1686, s0.loss_cls: 0.3071, s0.acc: 90.3274, s0.loss_bbox: 0.1165, s1.loss_cls: 0.2870, s1.acc: 90.7188, s1.loss_bbox: 0.2105, s2.loss_cls: 0.2622, s2.acc: 91.2666, s2.loss_bbox: 0.1838, loss: 1.8141, grad_norm: 2.7170
2021-08-10 11:32:57,311 - mmdet - INFO - Epoch [4][6050/7330] lr: 2.000e-02, eta: 15:55:17, time: 0.758, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2802, loss_centernet_heatmap: 0.1742, s0.loss_cls: 0.3242, s0.acc: 89.8445, s0.loss_bbox: 0.1208, s1.loss_cls: 0.2969, s1.acc: 90.5043, s1.loss_bbox: 0.2144, s2.loss_cls: 0.2651, s2.acc: 91.1594, s2.loss_bbox: 0.1939, loss: 1.8697, grad_norm: 2.7885
2021-08-10 11:33:35,143 - mmdet - INFO - Epoch [4][6100/7330] lr: 2.000e-02, eta: 15:54:37, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2792, loss_centernet_heatmap: 0.1697, s0.loss_cls: 0.3173, s0.acc: 89.6697, s0.loss_bbox: 0.1209, s1.loss_cls: 0.2949, s1.acc: 90.2090, s1.loss_bbox: 0.2184, s2.loss_cls: 0.2693, s2.acc: 90.7689, s2.loss_bbox: 0.1969, loss: 1.8666, grad_norm: 2.6945
2021-08-10 11:34:13,507 - mmdet - INFO - Epoch [4][6150/7330] lr: 2.000e-02, eta: 15:53:58, time: 0.767, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2713, loss_centernet_heatmap: 0.1665, s0.loss_cls: 0.3140, s0.acc: 90.1929, s0.loss_bbox: 0.1146, s1.loss_cls: 0.2917, s1.acc: 90.7304, s1.loss_bbox: 0.2066, s2.loss_cls: 0.2705, s2.acc: 91.1258, s2.loss_bbox: 0.1880, loss: 1.8231, grad_norm: 2.7483
2021-08-10 11:34:51,180 - mmdet - INFO - Epoch [4][6200/7330] lr: 2.000e-02, eta: 15:53:18, time: 0.753, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2762, loss_centernet_heatmap: 0.1684, s0.loss_cls: 0.3168, s0.acc: 90.0010, s0.loss_bbox: 0.1184, s1.loss_cls: 0.2926, s1.acc: 90.6094, s1.loss_bbox: 0.2177, s2.loss_cls: 0.2693, s2.acc: 90.8827, s2.loss_bbox: 0.2018, loss: 1.8611, grad_norm: 2.6899
2021-08-10 11:35:28,912 - mmdet - INFO - Epoch [4][6250/7330] lr: 2.000e-02, eta: 15:52:37, time: 0.755, data_time: 0.022, memory: 6412, loss_centernet_loc: 0.2797, loss_centernet_heatmap: 0.1746, s0.loss_cls: 0.3320, s0.acc: 89.5818, s0.loss_bbox: 0.1210, s1.loss_cls: 0.3120, s1.acc: 90.0978, s1.loss_bbox: 0.2205, s2.loss_cls: 0.2843, s2.acc: 90.5581, s2.loss_bbox: 0.1922, loss: 1.9165, grad_norm: 2.8648
2021-08-10 11:36:06,940 - mmdet - INFO - Epoch [4][6300/7330] lr: 2.000e-02, eta: 15:51:58, time: 0.761, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2800, loss_centernet_heatmap: 0.1731, s0.loss_cls: 0.3122, s0.acc: 90.0378, s0.loss_bbox: 0.1180, s1.loss_cls: 0.2939, s1.acc: 90.5730, s1.loss_bbox: 0.2101, s2.loss_cls: 0.2679, s2.acc: 91.0233, s2.loss_bbox: 0.1875, loss: 1.8426, grad_norm: 2.7204
2021-08-10 11:36:45,139 - mmdet - INFO - Epoch [4][6350/7330] lr: 2.000e-02, eta: 15:51:19, time: 0.765, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2779, loss_centernet_heatmap: 0.1730, s0.loss_cls: 0.3205, s0.acc: 89.7166, s0.loss_bbox: 0.1185, s1.loss_cls: 0.2970, s1.acc: 90.2702, s1.loss_bbox: 0.2145, s2.loss_cls: 0.2674, s2.acc: 90.9664, s2.loss_bbox: 0.1910, loss: 1.8599, grad_norm: 2.7253
2021-08-10 11:37:22,762 - mmdet - INFO - Epoch [4][6400/7330] lr: 2.000e-02, eta: 15:50:39, time: 0.752, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2801, loss_centernet_heatmap: 0.1746, s0.loss_cls: 0.3330, s0.acc: 89.3728, s0.loss_bbox: 0.1240, s1.loss_cls: 0.3076, s1.acc: 90.0638, s1.loss_bbox: 0.2223, s2.loss_cls: 0.2778, s2.acc: 90.7087, s2.loss_bbox: 0.1957, loss: 1.9151, grad_norm: 2.7336
2021-08-10 11:38:00,416 - mmdet - INFO - Epoch [4][6450/7330] lr: 2.000e-02, eta: 15:49:58, time: 0.753, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2887, loss_centernet_heatmap: 0.1729, s0.loss_cls: 0.3300, s0.acc: 89.5762, s0.loss_bbox: 0.1216, s1.loss_cls: 0.3062, s1.acc: 90.0360, s1.loss_bbox: 0.2195, s2.loss_cls: 0.2750, s2.acc: 90.5950, s2.loss_bbox: 0.1902, loss: 1.9042, grad_norm: 2.8728
2021-08-10 11:38:38,547 - mmdet - INFO - Epoch [4][6500/7330] lr: 2.000e-02, eta: 15:49:19, time: 0.762, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2828, loss_centernet_heatmap: 0.1736, s0.loss_cls: 0.3306, s0.acc: 89.4451, s0.loss_bbox: 0.1231, s1.loss_cls: 0.3107, s1.acc: 89.7708, s1.loss_bbox: 0.2241, s2.loss_cls: 0.2843, s2.acc: 90.3950, s2.loss_bbox: 0.2002, loss: 1.9295, grad_norm: 2.8091
2021-08-10 11:39:16,392 - mmdet - INFO - Epoch [4][6550/7330] lr: 2.000e-02, eta: 15:48:39, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2811, loss_centernet_heatmap: 0.1729, s0.loss_cls: 0.3276, s0.acc: 89.3176, s0.loss_bbox: 0.1238, s1.loss_cls: 0.3069, s1.acc: 89.8626, s1.loss_bbox: 0.2247, s2.loss_cls: 0.2806, s2.acc: 90.5633, s2.loss_bbox: 0.1923, loss: 1.9099, grad_norm: 2.7172
2021-08-10 11:39:54,322 - mmdet - INFO - Epoch [4][6600/7330] lr: 2.000e-02, eta: 15:47:59, time: 0.759, data_time: 0.027, memory: 6412, loss_centernet_loc: 0.2785, loss_centernet_heatmap: 0.1721, s0.loss_cls: 0.3290, s0.acc: 89.4490, s0.loss_bbox: 0.1216, s1.loss_cls: 0.3028, s1.acc: 90.1988, s1.loss_bbox: 0.2218, s2.loss_cls: 0.2762, s2.acc: 90.8793, s2.loss_bbox: 0.1914, loss: 1.8933, grad_norm: 2.8251
2021-08-10 11:40:32,073 - mmdet - INFO - Epoch [4][6650/7330] lr: 2.000e-02, eta: 15:47:19, time: 0.755, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2788, loss_centernet_heatmap: 0.1701, s0.loss_cls: 0.3412, s0.acc: 89.3611, s0.loss_bbox: 0.1215, s1.loss_cls: 0.3168, s1.acc: 90.0507, s1.loss_bbox: 0.2241, s2.loss_cls: 0.2940, s2.acc: 90.4777, s2.loss_bbox: 0.1954, loss: 1.9420, grad_norm: 2.8278
2021-08-10 11:41:09,528 - mmdet - INFO - Epoch [4][6700/7330] lr: 2.000e-02, eta: 15:46:38, time: 0.749, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2858, loss_centernet_heatmap: 0.1718, s0.loss_cls: 0.3204, s0.acc: 89.8003, s0.loss_bbox: 0.1231, s1.loss_cls: 0.3024, s1.acc: 90.1273, s1.loss_bbox: 0.2231, s2.loss_cls: 0.2719, s2.acc: 90.6760, s2.loss_bbox: 0.2007, loss: 1.8993, grad_norm: 2.7918
2021-08-10 11:41:47,546 - mmdet - INFO - Epoch [4][6750/7330] lr: 2.000e-02, eta: 15:45:59, time: 0.761, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2797, loss_centernet_heatmap: 0.1724, s0.loss_cls: 0.3286, s0.acc: 89.4622, s0.loss_bbox: 0.1228, s1.loss_cls: 0.3061, s1.acc: 90.1224, s1.loss_bbox: 0.2216, s2.loss_cls: 0.2825, s2.acc: 90.5088, s2.loss_bbox: 0.1990, loss: 1.9128, grad_norm: 2.8503
2021-08-10 11:42:25,592 - mmdet - INFO - Epoch [4][6800/7330] lr: 2.000e-02, eta: 15:45:20, time: 0.761, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2824, loss_centernet_heatmap: 0.1715, s0.loss_cls: 0.3351, s0.acc: 89.5400, s0.loss_bbox: 0.1199, s1.loss_cls: 0.3178, s1.acc: 89.8581, s1.loss_bbox: 0.2135, s2.loss_cls: 0.2912, s2.acc: 90.4104, s2.loss_bbox: 0.1887, loss: 1.9201, grad_norm: 2.7900
2021-08-10 11:43:03,470 - mmdet - INFO - Epoch [4][6850/7330] lr: 2.000e-02, eta: 15:44:40, time: 0.757, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2823, loss_centernet_heatmap: 0.1728, s0.loss_cls: 0.3227, s0.acc: 89.7769, s0.loss_bbox: 0.1193, s1.loss_cls: 0.3062, s1.acc: 90.0897, s1.loss_bbox: 0.2173, s2.loss_cls: 0.2755, s2.acc: 90.7356, s2.loss_bbox: 0.1980, loss: 1.8941, grad_norm: 2.7969
2021-08-10 11:43:41,267 - mmdet - INFO - Epoch [4][6900/7330] lr: 2.000e-02, eta: 15:44:00, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2778, loss_centernet_heatmap: 0.1698, s0.loss_cls: 0.3197, s0.acc: 89.7664, s0.loss_bbox: 0.1172, s1.loss_cls: 0.3095, s1.acc: 90.0378, s1.loss_bbox: 0.2201, s2.loss_cls: 0.2816, s2.acc: 90.5680, s2.loss_bbox: 0.1927, loss: 1.8884, grad_norm: 2.8804
2021-08-10 11:44:19,083 - mmdet - INFO - Epoch [4][6950/7330] lr: 2.000e-02, eta: 15:43:20, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2867, loss_centernet_heatmap: 0.1753, s0.loss_cls: 0.3379, s0.acc: 89.3982, s0.loss_bbox: 0.1215, s1.loss_cls: 0.3131, s1.acc: 89.8636, s1.loss_bbox: 0.2170, s2.loss_cls: 0.2793, s2.acc: 90.8457, s2.loss_bbox: 0.1920, loss: 1.9228, grad_norm: 2.7610
2021-08-10 11:44:57,152 - mmdet - INFO - Epoch [4][7000/7330] lr: 2.000e-02, eta: 15:42:41, time: 0.762, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2820, loss_centernet_heatmap: 0.1773, s0.loss_cls: 0.3285, s0.acc: 89.5405, s0.loss_bbox: 0.1196, s1.loss_cls: 0.3072, s1.acc: 90.1510, s1.loss_bbox: 0.2160, s2.loss_cls: 0.2793, s2.acc: 90.6928, s2.loss_bbox: 0.1921, loss: 1.9020, grad_norm: 2.7176
2021-08-10 11:45:34,668 - mmdet - INFO - Epoch [4][7050/7330] lr: 2.000e-02, eta: 15:42:00, time: 0.750, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2822, loss_centernet_heatmap: 0.1679, s0.loss_cls: 0.3077, s0.acc: 90.0437, s0.loss_bbox: 0.1166, s1.loss_cls: 0.2972, s1.acc: 90.3122, s1.loss_bbox: 0.2209, s2.loss_cls: 0.2750, s2.acc: 90.7248, s2.loss_bbox: 0.1976, loss: 1.8651, grad_norm: 2.8450
2021-08-10 11:46:12,691 - mmdet - INFO - Epoch [4][7100/7330] lr: 2.000e-02, eta: 15:41:21, time: 0.761, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2879, loss_centernet_heatmap: 0.1729, s0.loss_cls: 0.3170, s0.acc: 89.8638, s0.loss_bbox: 0.1190, s1.loss_cls: 0.2960, s1.acc: 90.2671, s1.loss_bbox: 0.2190, s2.loss_cls: 0.2675, s2.acc: 91.0027, s2.loss_bbox: 0.1971, loss: 1.8765, grad_norm: 2.8140
2021-08-10 11:46:50,806 - mmdet - INFO - Epoch [4][7150/7330] lr: 2.000e-02, eta: 15:40:41, time: 0.762, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2826, loss_centernet_heatmap: 0.1717, s0.loss_cls: 0.3329, s0.acc: 89.5200, s0.loss_bbox: 0.1179, s1.loss_cls: 0.3165, s1.acc: 89.9072, s1.loss_bbox: 0.2172, s2.loss_cls: 0.2870, s2.acc: 90.6875, s2.loss_bbox: 0.1969, loss: 1.9226, grad_norm: 2.9327
2021-08-10 11:47:28,949 - mmdet - INFO - Epoch [4][7200/7330] lr: 2.000e-02, eta: 15:40:02, time: 0.763, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2886, loss_centernet_heatmap: 0.1741, s0.loss_cls: 0.3319, s0.acc: 89.3491, s0.loss_bbox: 0.1170, s1.loss_cls: 0.3174, s1.acc: 89.6286, s1.loss_bbox: 0.2228, s2.loss_cls: 0.2879, s2.acc: 90.1302, s2.loss_bbox: 0.1954, loss: 1.9350, grad_norm: 2.9196
2021-08-10 11:48:06,651 - mmdet - INFO - Epoch [4][7250/7330] lr: 2.000e-02, eta: 15:39:22, time: 0.754, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2837, loss_centernet_heatmap: 0.1740, s0.loss_cls: 0.3283, s0.acc: 89.5042, s0.loss_bbox: 0.1151, s1.loss_cls: 0.3118, s1.acc: 90.0009, s1.loss_bbox: 0.2137, s2.loss_cls: 0.2870, s2.acc: 90.4255, s2.loss_bbox: 0.1938, loss: 1.9073, grad_norm: 2.7977
2021-08-10 11:48:44,438 - mmdet - INFO - Epoch [4][7300/7330] lr: 2.000e-02, eta: 15:38:42, time: 0.756, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2841, loss_centernet_heatmap: 0.1724, s0.loss_cls: 0.3268, s0.acc: 89.6541, s0.loss_bbox: 0.1217, s1.loss_cls: 0.3139, s1.acc: 89.9430, s1.loss_bbox: 0.2217, s2.loss_cls: 0.2848, s2.acc: 90.6129, s2.loss_bbox: 0.1914, loss: 1.9167, grad_norm: 2.8323
2021-08-10 11:49:25,348 - mmdet - INFO - Saving checkpoint at 4 epochs
2021-08-10 11:51:30,006 - mmdet - INFO - Evaluating bbox...
2021-08-10 11:52:42,248 - mmdet - INFO - Exp name: centernet2_cascade_res50_fpn_1x_coco.py
2021-08-10 11:52:42,248 - mmdet - INFO - Epoch(val) [4][1250] bbox_mAP: 0.3120, bbox_mAP_50: 0.4560, bbox_mAP_75: 0.3430, bbox_mAP_s: 0.1550, bbox_mAP_m: 0.3460, bbox_mAP_l: 0.4380, bbox_mAP_copypaste: 0.312 0.456 0.343 0.155 0.346 0.438
2021-08-10 11:55:15,112 - mmdet - INFO - Epoch [5][50/7330] lr: 2.000e-02, eta: 15:41:29, time: 3.057, data_time: 2.217, memory: 6412, loss_centernet_loc: 0.2681, loss_centernet_heatmap: 0.1657, s0.loss_cls: 0.2878, s0.acc: 90.5884, s0.loss_bbox: 0.1113, s1.loss_cls: 0.2683, s1.acc: 91.0005, s1.loss_bbox: 0.2083, s2.loss_cls: 0.2463, s2.acc: 91.6541, s2.loss_bbox: 0.1906, loss: 1.7464, grad_norm: 2.7886
2021-08-10 11:55:52,802 - mmdet - INFO - Epoch [5][100/7330] lr: 2.000e-02, eta: 15:40:48, time: 0.754, data_time: 0.026, memory: 6412, loss_centernet_loc: 0.2753, loss_centernet_heatmap: 0.1694, s0.loss_cls: 0.3082, s0.acc: 90.0095, s0.loss_bbox: 0.1124, s1.loss_cls: 0.2886, s1.acc: 90.5203, s1.loss_bbox: 0.2102, s2.loss_cls: 0.2663, s2.acc: 91.0940, s2.loss_bbox: 0.1951, loss: 1.8254, grad_norm: 2.8826
2021-08-10 11:56:30,860 - mmdet - INFO - Epoch [5][150/7330] lr: 2.000e-02, eta: 15:40:08, time: 0.761, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2799, loss_centernet_heatmap: 0.1682, s0.loss_cls: 0.3012, s0.acc: 90.0779, s0.loss_bbox: 0.1144, s1.loss_cls: 0.2932, s1.acc: 90.2262, s1.loss_bbox: 0.2139, s2.loss_cls: 0.2728, s2.acc: 90.5825, s2.loss_bbox: 0.1933, loss: 1.8371, grad_norm: 2.8747
2021-08-10 11:57:08,083 - mmdet - INFO - Epoch [5][200/7330] lr: 2.000e-02, eta: 15:39:26, time: 0.745, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2794, loss_centernet_heatmap: 0.1654, s0.loss_cls: 0.3238, s0.acc: 89.5110, s0.loss_bbox: 0.1187, s1.loss_cls: 0.3063, s1.acc: 89.9995, s1.loss_bbox: 0.2249, s2.loss_cls: 0.2788, s2.acc: 90.6763, s2.loss_bbox: 0.2064, loss: 1.9037, grad_norm: 2.9275
2021-08-10 11:57:45,786 - mmdet - INFO - Epoch [5][250/7330] lr: 2.000e-02, eta: 15:38:46, time: 0.754, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2796, loss_centernet_heatmap: 0.1676, s0.loss_cls: 0.3107, s0.acc: 89.7544, s0.loss_bbox: 0.1152, s1.loss_cls: 0.2956, s1.acc: 89.9855, s1.loss_bbox: 0.2177, s2.loss_cls: 0.2701, s2.acc: 90.6099, s2.loss_bbox: 0.2045, loss: 1.8610, grad_norm: 2.8210
2021-08-10 11:58:23,655 - mmdet - INFO - Epoch [5][300/7330] lr: 2.000e-02, eta: 15:38:05, time: 0.757, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2834, loss_centernet_heatmap: 0.1690, s0.loss_cls: 0.3159, s0.acc: 89.8171, s0.loss_bbox: 0.1188, s1.loss_cls: 0.3016, s1.acc: 90.0583, s1.loss_bbox: 0.2211, s2.loss_cls: 0.2753, s2.acc: 90.4636, s2.loss_bbox: 0.1962, loss: 1.8815, grad_norm: 2.8571
2021-08-10 11:59:01,185 - mmdet - INFO - Epoch [5][350/7330] lr: 2.000e-02, eta: 15:37:24, time: 0.751, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2808, loss_centernet_heatmap: 0.1717, s0.loss_cls: 0.3255, s0.acc: 89.2649, s0.loss_bbox: 0.1209, s1.loss_cls: 0.3063, s1.acc: 89.9032, s1.loss_bbox: 0.2252, s2.loss_cls: 0.2812, s2.acc: 90.3439, s2.loss_bbox: 0.1981, loss: 1.9095, grad_norm: 2.8304
2021-08-10 11:59:38,358 - mmdet - INFO - Epoch [5][400/7330] lr: 2.000e-02, eta: 15:36:42, time: 0.743, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2834, loss_centernet_heatmap: 0.1648, s0.loss_cls: 0.2984, s0.acc: 90.2729, s0.loss_bbox: 0.1118, s1.loss_cls: 0.2871, s1.acc: 90.3477, s1.loss_bbox: 0.2158, s2.loss_cls: 0.2613, s2.acc: 91.0264, s2.loss_bbox: 0.2024, loss: 1.8251, grad_norm: 2.8216
2021-08-10 12:00:16,002 - mmdet - INFO - Epoch [5][450/7330] lr: 2.000e-02, eta: 15:36:02, time: 0.753, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2763, loss_centernet_heatmap: 0.1689, s0.loss_cls: 0.3046, s0.acc: 90.1067, s0.loss_bbox: 0.1161, s1.loss_cls: 0.2909, s1.acc: 90.4374, s1.loss_bbox: 0.2171, s2.loss_cls: 0.2651, s2.acc: 90.9988, s2.loss_bbox: 0.1997, loss: 1.8387, grad_norm: 2.8391
2021-08-10 12:00:53,208 - mmdet - INFO - Epoch [5][500/7330] lr: 2.000e-02, eta: 15:35:20, time: 0.744, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2817, loss_centernet_heatmap: 0.1728, s0.loss_cls: 0.3082, s0.acc: 90.1960, s0.loss_bbox: 0.1138, s1.loss_cls: 0.2937, s1.acc: 90.5543, s1.loss_bbox: 0.2078, s2.loss_cls: 0.2653, s2.acc: 91.2630, s2.loss_bbox: 0.1868, loss: 1.8300, grad_norm: 2.8352
2021-08-10 12:01:31,050 - mmdet - INFO - Epoch [5][550/7330] lr: 2.000e-02, eta: 15:34:40, time: 0.757, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2759, loss_centernet_heatmap: 0.1674, s0.loss_cls: 0.3102, s0.acc: 89.8855, s0.loss_bbox: 0.1129, s1.loss_cls: 0.2906, s1.acc: 90.2434, s1.loss_bbox: 0.2111, s2.loss_cls: 0.2644, s2.acc: 90.9127, s2.loss_bbox: 0.1975, loss: 1.8300, grad_norm: 2.8271
2021-08-10 12:02:08,613 - mmdet - INFO - Epoch [5][600/7330] lr: 2.000e-02, eta: 15:33:59, time: 0.751, data_time: 0.023, memory: 6412, loss_centernet_loc: 0.2725, loss_centernet_heatmap: 0.1665, s0.loss_cls: 0.3162, s0.acc: 89.6458, s0.loss_bbox: 0.1168, s1.loss_cls: 0.3018, s1.acc: 89.9346, s1.loss_bbox: 0.2213, s2.loss_cls: 0.2732, s2.acc: 90.5551, s2.loss_bbox: 0.1964, loss: 1.8648, grad_norm: 2.8220
2021-08-10 12:02:46,380 - mmdet - INFO - Epoch [5][650/7330] lr: 2.000e-02, eta: 15:33:18, time: 0.755, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2737, loss_centernet_heatmap: 0.1672, s0.loss_cls: 0.3139, s0.acc: 89.7920, s0.loss_bbox: 0.1171, s1.loss_cls: 0.3023, s1.acc: 90.1333, s1.loss_bbox: 0.2210, s2.loss_cls: 0.2794, s2.acc: 90.3448, s2.loss_bbox: 0.1982, loss: 1.8727, grad_norm: 2.9303
2021-08-10 12:03:23,980 - mmdet - INFO - Epoch [5][700/7330] lr: 2.000e-02, eta: 15:32:37, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2834, loss_centernet_heatmap: 0.1670, s0.loss_cls: 0.3161, s0.acc: 89.7729, s0.loss_bbox: 0.1160, s1.loss_cls: 0.3052, s1.acc: 89.8903, s1.loss_bbox: 0.2170, s2.loss_cls: 0.2767, s2.acc: 90.6532, s2.loss_bbox: 0.1956, loss: 1.8772, grad_norm: 2.9643
2021-08-10 12:04:01,783 - mmdet - INFO - Epoch [5][750/7330] lr: 2.000e-02, eta: 15:31:57, time: 0.756, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2816, loss_centernet_heatmap: 0.1728, s0.loss_cls: 0.3098, s0.acc: 90.1116, s0.loss_bbox: 0.1150, s1.loss_cls: 0.2944, s1.acc: 90.4095, s1.loss_bbox: 0.2062, s2.loss_cls: 0.2659, s2.acc: 90.9804, s2.loss_bbox: 0.1897, loss: 1.8355, grad_norm: 2.9038
2021-08-10 12:04:39,382 - mmdet - INFO - Epoch [5][800/7330] lr: 2.000e-02, eta: 15:31:16, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2703, loss_centernet_heatmap: 0.1651, s0.loss_cls: 0.2841, s0.acc: 90.7888, s0.loss_bbox: 0.1127, s1.loss_cls: 0.2612, s1.acc: 91.3749, s1.loss_bbox: 0.2012, s2.loss_cls: 0.2416, s2.acc: 91.8457, s2.loss_bbox: 0.1788, loss: 1.7150, grad_norm: 2.4665
2021-08-10 12:05:16,992 - mmdet - INFO - Epoch [5][850/7330] lr: 2.000e-02, eta: 15:30:36, time: 0.752, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2642, loss_centernet_heatmap: 0.1623, s0.loss_cls: 0.2894, s0.acc: 90.8362, s0.loss_bbox: 0.1133, s1.loss_cls: 0.2672, s1.acc: 91.4011, s1.loss_bbox: 0.2032, s2.loss_cls: 0.2451, s2.acc: 91.8871, s2.loss_bbox: 0.1822, loss: 1.7268, grad_norm: 2.4902
2021-08-10 12:05:54,871 - mmdet - INFO - Epoch [5][900/7330] lr: 2.000e-02, eta: 15:29:55, time: 0.758, data_time: 0.025, memory: 6412, loss_centernet_loc: 0.2665, loss_centernet_heatmap: 0.1629, s0.loss_cls: 0.2971, s0.acc: 90.4666, s0.loss_bbox: 0.1140, s1.loss_cls: 0.2736, s1.acc: 91.0492, s1.loss_bbox: 0.2016, s2.loss_cls: 0.2499, s2.acc: 91.5687, s2.loss_bbox: 0.1831, loss: 1.7488, grad_norm: 2.6441
2021-08-10 12:06:32,432 - mmdet - INFO - Epoch [5][950/7330] lr: 2.000e-02, eta: 15:29:15, time: 0.751, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2784, loss_centernet_heatmap: 0.1701, s0.loss_cls: 0.2950, s0.acc: 90.4263, s0.loss_bbox: 0.1183, s1.loss_cls: 0.2729, s1.acc: 91.0335, s1.loss_bbox: 0.2105, s2.loss_cls: 0.2488, s2.acc: 91.4885, s2.loss_bbox: 0.1837, loss: 1.7776, grad_norm: 2.6199
2021-08-10 12:07:09,809 - mmdet - INFO - Epoch [5][1000/7330] lr: 2.000e-02, eta: 15:28:33, time: 0.747, data_time: 0.024, memory: 6412, loss_centernet_loc: 0.2604, loss_centernet_heatmap: 0.1643, s0.loss_cls: 0.2792, s0.acc: 90.8779, s0.loss_bbox: 0.1113, s1.loss_cls: 0.2617, s1.acc: 91.2194, s1.loss_bbox: 0.2014, s2.loss_cls: 0.2418, s2.acc: 91.7393, s2.loss_bbox: 0.1838, loss: 1.7037, grad_norm: 2.6103