Skip to content

Instantly share code, notes, and snippets.

@krumo

krumo/pytorch_dafrcnn_r50_sim10k2cityscapes_cst_train.log

Created October 30, 2019 03:02
Show Gist options
  • Save krumo/2ab740203c333ea0fc1880f1d409ca4c to your computer and use it in GitHub Desktop.
Save krumo/2ab740203c333ea0fc1880f1d409ca4c to your computer and use it in GitHub Desktop.
Download ZIP
Raw
pytorch_dafrcnn_r50_sim10k2cityscapes_cst_train.log
This file has been truncated, but you can view the full file.
2019-10-03 09:55:57,665 maskrcnn_benchmark INFO: Using 1 GPUs
2019-10-03 09:55:57,665 maskrcnn_benchmark INFO: Namespace(config_file='configs/da_faster_rcnn/e2e_da_faster_rcnn_R_50_C4_sim10k.yaml', distributed=False, local_rank=0, opts=['OUTPUT_DIR', 'results/r50_sc_cst'], skip_test=False)
2019-10-03 09:55:57,665 maskrcnn_benchmark INFO: Collecting env info (might take some time)
2019-10-03 09:55:59,765 maskrcnn_benchmark INFO:
PyTorch version: 1.1.0
Is debug build: No
CUDA used to build PyTorch: 9.0.176
OS: Ubuntu 16.04.4 LTS
GCC version: (Ubuntu 5.4.0-6ubuntu1~16.04.10) 5.4.0 20160609
CMake version: version 3.5.1
Python version: 3.7
Is CUDA available: Yes
CUDA runtime version: 9.0.176
GPU models and configuration:
GPU 0: Tesla P40
GPU 1: Tesla P40
GPU 2: Tesla P40
GPU 3: Tesla P40
Nvidia driver version: 418.87.00
cuDNN version: /usr/lib/x86_64-linux-gnu/libcudnn.so.7.0.5
Versions of relevant libraries:
[pip3] numpy==1.14.5
[pip3] pytorch-ignite==0.1.2
[pip3] torch==1.1.0
[pip3] torchvision==0.2.1
[conda] blas 1.0 mkl
[conda] cuda92 1.0 0 pytorch
[conda] mkl 2019.4 243
[conda] mkl-service 2.3.0 py37he904b0f_0
[conda] mkl_fft 1.0.14 py37ha843d7b_0
[conda] mkl_random 1.0.2 py37hd81dba3_0
[conda] pytorch 1.1.0 py3.7_cuda9.0.176_cudnn7.5.1_0 pytorch
[conda] pytorch-nightly 1.0.0.dev20190328 py3.7_cuda9.0.176_cudnn7.4.2_0 pytorch
[conda] torchvision 0.2.1 pypi_0 pypi
Pillow (6.1.0)
2019-10-03 09:55:59,765 maskrcnn_benchmark INFO: Loaded configuration file configs/da_faster_rcnn/e2e_da_faster_rcnn_R_50_C4_sim10k.yaml
2019-10-03 09:55:59,765 maskrcnn_benchmark INFO:
MODEL:
META_ARCHITECTURE: "GeneralizedRCNN"
WEIGHT: "catalog://ImageNetPretrained/MSRA/R-50"
DOMAIN_ADAPTATION_ON: True
RPN:
PRE_NMS_TOP_N_TEST: 6000
POST_NMS_TOP_N_TEST: 1000
ROI_BOX_HEAD:
NUM_CLASSES: 2
ROI_HEADS:
BATCH_SIZE_PER_IMAGE: 256
NMS: 0.3
DA_HEADS:
DA_IMG_GRL_WEIGHT: 0.1
DA_INS_GRL_WEIGHT: 0.1
DATALOADER:
SIZE_DIVISIBILITY: 32
DATASETS:
TRAIN: ("sim10k_cocostyle",)
SOURCE_TRAIN: ("sim10k_cocostyle",)
TARGET_TRAIN: ("cityscapes_car_train_cocostyle",)
TEST: ("cityscapes_car_val_cocostyle",)
INPUT:
MIN_SIZE_TRAIN: (600,)
MAX_SIZE_TRAIN: 1200
MIN_SIZE_TEST: 600
MAX_SIZE_TEST: 1200
SOLVER:
BASE_LR: 0.001
WEIGHT_DECAY: 0.0005
STEPS: (50000,)
MAX_ITER: 70000
IMS_PER_BATCH: 2
TEST:
IMS_PER_BATCH: 1
2019-10-03 09:55:59,766 maskrcnn_benchmark INFO: Running with config:
DATALOADER:
ASPECT_RATIO_GROUPING: True
NUM_WORKERS: 4
SIZE_DIVISIBILITY: 32
DATASETS:
SOURCE_TRAIN: ('sim10k_cocostyle',)
TARGET_TRAIN: ('cityscapes_car_train_cocostyle',)
TEST: ('cityscapes_car_val_cocostyle',)
TRAIN: ('sim10k_cocostyle',)
INPUT:
MAX_SIZE_TEST: 1200
MAX_SIZE_TRAIN: 1200
MIN_SIZE_TEST: 600
MIN_SIZE_TRAIN: (600,)
PIXEL_MEAN: [102.9801, 115.9465, 122.7717]
PIXEL_STD: [1.0, 1.0, 1.0]
TO_BGR255: True
MODEL:
BACKBONE:
CONV_BODY: R-50-C4
FREEZE_CONV_BODY_AT: 2
OUT_CHANNELS: 1024
USE_GN: False
CLS_AGNOSTIC_BBOX_REG: False
DA_HEADS:
DA_CST_LOSS_WEIGHT: 0.1
DA_IMG_GRL_WEIGHT: 0.1
DA_IMG_LOSS_WEIGHT: 1.0
DA_INS_GRL_WEIGHT: 0.1
DA_INS_LOSS_WEIGHT: 1.0
DEVICE: cuda
DOMAIN_ADAPTATION_ON: True
FPN:
USE_GN: False
USE_RELU: False
GROUP_NORM:
DIM_PER_GP: -1
EPSILON: 1e-05
NUM_GROUPS: 32
KEYPOINT_ON: False
MASK_ON: False
META_ARCHITECTURE: GeneralizedRCNN
RESNETS:
NUM_GROUPS: 1
RES2_OUT_CHANNELS: 256
RES5_DILATION: 1
STEM_FUNC: StemWithFixedBatchNorm
STEM_OUT_CHANNELS: 64
STRIDE_IN_1X1: True
TRANS_FUNC: BottleneckWithFixedBatchNorm
WIDTH_PER_GROUP: 64
RETINANET:
ANCHOR_SIZES: (32, 64, 128, 256, 512)
ANCHOR_STRIDES: (8, 16, 32, 64, 128)
ASPECT_RATIOS: (0.5, 1.0, 2.0)
BBOX_REG_BETA: 0.11
BBOX_REG_WEIGHT: 4.0
BG_IOU_THRESHOLD: 0.4
FG_IOU_THRESHOLD: 0.5
INFERENCE_TH: 0.05
LOSS_ALPHA: 0.25
LOSS_GAMMA: 2.0
NMS_TH: 0.4
NUM_CLASSES: 81
NUM_CONVS: 4
OCTAVE: 2.0
PRE_NMS_TOP_N: 1000
PRIOR_PROB: 0.01
SCALES_PER_OCTAVE: 3
STRADDLE_THRESH: 0
USE_C5: True
RETINANET_ON: False
ROI_BOX_HEAD:
CONV_HEAD_DIM: 256
DILATION: 1
FEATURE_EXTRACTOR: ResNet50Conv5ROIFeatureExtractor
MLP_HEAD_DIM: 1024
NUM_CLASSES: 2
NUM_STACKED_CONVS: 4
POOLER_RESOLUTION: 14
POOLER_SAMPLING_RATIO: 0
POOLER_SCALES: (0.0625,)
PREDICTOR: FastRCNNPredictor
USE_GN: False
ROI_HEADS:
BATCH_SIZE_PER_IMAGE: 256
BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0)
BG_IOU_THRESHOLD: 0.5
DETECTIONS_PER_IMG: 100
FG_IOU_THRESHOLD: 0.5
NMS: 0.3
POSITIVE_FRACTION: 0.25
SCORE_THRESH: 0.05
USE_FPN: False
ROI_KEYPOINT_HEAD:
CONV_LAYERS: (512, 512, 512, 512, 512, 512, 512, 512)
FEATURE_EXTRACTOR: KeypointRCNNFeatureExtractor
MLP_HEAD_DIM: 1024
NUM_CLASSES: 17
POOLER_RESOLUTION: 14
POOLER_SAMPLING_RATIO: 0
POOLER_SCALES: (0.0625,)
PREDICTOR: KeypointRCNNPredictor
RESOLUTION: 14
SHARE_BOX_FEATURE_EXTRACTOR: True
ROI_MASK_HEAD:
CONV_LAYERS: (256, 256, 256, 256)
DILATION: 1
FEATURE_EXTRACTOR: ResNet50Conv5ROIFeatureExtractor
MLP_HEAD_DIM: 1024
POOLER_RESOLUTION: 14
POOLER_SAMPLING_RATIO: 0
POOLER_SCALES: (0.0625,)
POSTPROCESS_MASKS: False
POSTPROCESS_MASKS_THRESHOLD: 0.5
PREDICTOR: MaskRCNNC4Predictor
RESOLUTION: 14
SHARE_BOX_FEATURE_EXTRACTOR: True
USE_GN: False
RPN:
ANCHOR_SIZES: (32, 64, 128, 256, 512)
ANCHOR_STRIDE: (16,)
ASPECT_RATIOS: (0.5, 1.0, 2.0)
BATCH_SIZE_PER_IMAGE: 256
BG_IOU_THRESHOLD: 0.3
FG_IOU_THRESHOLD: 0.7
FPN_POST_NMS_TOP_N_TEST: 2000
FPN_POST_NMS_TOP_N_TRAIN: 2000
MIN_SIZE: 0
NMS_THRESH: 0.7
POSITIVE_FRACTION: 0.5
POST_NMS_TOP_N_TEST: 1000
POST_NMS_TOP_N_TRAIN: 2000
PRE_NMS_TOP_N_TEST: 6000
PRE_NMS_TOP_N_TRAIN: 12000
RPN_HEAD: SingleConvRPNHead
STRADDLE_THRESH: 0
USE_FPN: False
RPN_ONLY: False
WEIGHT: catalog://ImageNetPretrained/MSRA/R-50
OUTPUT_DIR: results/r50_sc_cst
PATHS_CATALOG: /home/wanghaoran24/project/Domain-Adaptive-Faster-RCNN-PyTorch/maskrcnn_benchmark/config/paths_catalog.py
SOLVER:
BASE_LR: 0.001
BIAS_LR_FACTOR: 2
CHECKPOINT_PERIOD: 2500
GAMMA: 0.1
IMS_PER_BATCH: 2
MAX_ITER: 70000
MOMENTUM: 0.9
STEPS: (50000,)
WARMUP_FACTOR: 0.3333333333333333
WARMUP_ITERS: 500
WARMUP_METHOD: linear
WEIGHT_DECAY: 0.0005
WEIGHT_DECAY_BIAS: 0
TEST:
DETECTIONS_PER_IMG: 100
EXPECTED_RESULTS: []
EXPECTED_RESULTS_SIGMA_TOL: 4
IMS_PER_BATCH: 1
2019-10-03 09:56:03,854 maskrcnn_benchmark.utils.checkpoint INFO: Loading checkpoint from catalog://ImageNetPretrained/MSRA/R-50
2019-10-03 09:56:03,855 maskrcnn_benchmark.utils.checkpoint INFO: catalog://ImageNetPretrained/MSRA/R-50 points to https://dl.fbaipublicfiles.com/detectron/ImageNetPretrained/MSRA/R-50.pkl
2019-10-03 09:56:03,855 maskrcnn_benchmark.utils.checkpoint INFO: url https://dl.fbaipublicfiles.com/detectron/ImageNetPretrained/MSRA/R-50.pkl cached in /home/wanghaoran24/.torch/models/R-50.pkl
2019-10-03 09:56:03,950 maskrcnn_benchmark.utils.c2_model_loading INFO: Remapping C2 weights
2019-10-03 09:56:03,950 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: conv1_b mapped name: conv1.bias
2019-10-03 09:56:03,950 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: conv1_w mapped name: conv1.weight
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: fc1000_b mapped name: fc1000.bias
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: fc1000_w mapped name: fc1000.weight
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch1_b mapped name: layer1.0.downsample.0.bias
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch1_bn_b mapped name: layer1.0.downsample.1.bias
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch1_bn_s mapped name: layer1.0.downsample.1.weight
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch1_w mapped name: layer1.0.downsample.0.weight
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2a_b mapped name: layer1.0.conv1.bias
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2a_bn_b mapped name: layer1.0.bn1.bias
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2a_bn_s mapped name: layer1.0.bn1.weight
2019-10-03 09:56:03,951 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2a_w mapped name: layer1.0.conv1.weight
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2b_b mapped name: layer1.0.conv2.bias
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2b_bn_b mapped name: layer1.0.bn2.bias
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2b_bn_s mapped name: layer1.0.bn2.weight
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2b_w mapped name: layer1.0.conv2.weight
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2c_b mapped name: layer1.0.conv3.bias
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2c_bn_b mapped name: layer1.0.bn3.bias
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2c_bn_s mapped name: layer1.0.bn3.weight
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_0_branch2c_w mapped name: layer1.0.conv3.weight
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2a_b mapped name: layer1.1.conv1.bias
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2a_bn_b mapped name: layer1.1.bn1.bias
2019-10-03 09:56:03,952 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2a_bn_s mapped name: layer1.1.bn1.weight
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2a_w mapped name: layer1.1.conv1.weight
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2b_b mapped name: layer1.1.conv2.bias
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2b_bn_b mapped name: layer1.1.bn2.bias
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2b_bn_s mapped name: layer1.1.bn2.weight
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2b_w mapped name: layer1.1.conv2.weight
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2c_b mapped name: layer1.1.conv3.bias
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2c_bn_b mapped name: layer1.1.bn3.bias
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2c_bn_s mapped name: layer1.1.bn3.weight
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_1_branch2c_w mapped name: layer1.1.conv3.weight
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2a_b mapped name: layer1.2.conv1.bias
2019-10-03 09:56:03,953 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2a_bn_b mapped name: layer1.2.bn1.bias
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2a_bn_s mapped name: layer1.2.bn1.weight
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2a_w mapped name: layer1.2.conv1.weight
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2b_b mapped name: layer1.2.conv2.bias
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2b_bn_b mapped name: layer1.2.bn2.bias
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2b_bn_s mapped name: layer1.2.bn2.weight
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2b_w mapped name: layer1.2.conv2.weight
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2c_b mapped name: layer1.2.conv3.bias
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2c_bn_b mapped name: layer1.2.bn3.bias
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2c_bn_s mapped name: layer1.2.bn3.weight
2019-10-03 09:56:03,954 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res2_2_branch2c_w mapped name: layer1.2.conv3.weight
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch1_b mapped name: layer2.0.downsample.0.bias
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch1_bn_b mapped name: layer2.0.downsample.1.bias
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch1_bn_s mapped name: layer2.0.downsample.1.weight
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch1_w mapped name: layer2.0.downsample.0.weight
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2a_b mapped name: layer2.0.conv1.bias
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2a_bn_b mapped name: layer2.0.bn1.bias
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2a_bn_s mapped name: layer2.0.bn1.weight
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2a_w mapped name: layer2.0.conv1.weight
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2b_b mapped name: layer2.0.conv2.bias
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2b_bn_b mapped name: layer2.0.bn2.bias
2019-10-03 09:56:03,955 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2b_bn_s mapped name: layer2.0.bn2.weight
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2b_w mapped name: layer2.0.conv2.weight
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2c_b mapped name: layer2.0.conv3.bias
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2c_bn_b mapped name: layer2.0.bn3.bias
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2c_bn_s mapped name: layer2.0.bn3.weight
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_0_branch2c_w mapped name: layer2.0.conv3.weight
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2a_b mapped name: layer2.1.conv1.bias
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2a_bn_b mapped name: layer2.1.bn1.bias
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2a_bn_s mapped name: layer2.1.bn1.weight
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2a_w mapped name: layer2.1.conv1.weight
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2b_b mapped name: layer2.1.conv2.bias
2019-10-03 09:56:03,956 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2b_bn_b mapped name: layer2.1.bn2.bias
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2b_bn_s mapped name: layer2.1.bn2.weight
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2b_w mapped name: layer2.1.conv2.weight
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2c_b mapped name: layer2.1.conv3.bias
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2c_bn_b mapped name: layer2.1.bn3.bias
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2c_bn_s mapped name: layer2.1.bn3.weight
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_1_branch2c_w mapped name: layer2.1.conv3.weight
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2a_b mapped name: layer2.2.conv1.bias
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2a_bn_b mapped name: layer2.2.bn1.bias
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2a_bn_s mapped name: layer2.2.bn1.weight
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2a_w mapped name: layer2.2.conv1.weight
2019-10-03 09:56:03,957 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2b_b mapped name: layer2.2.conv2.bias
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2b_bn_b mapped name: layer2.2.bn2.bias
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2b_bn_s mapped name: layer2.2.bn2.weight
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2b_w mapped name: layer2.2.conv2.weight
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2c_b mapped name: layer2.2.conv3.bias
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2c_bn_b mapped name: layer2.2.bn3.bias
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2c_bn_s mapped name: layer2.2.bn3.weight
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_2_branch2c_w mapped name: layer2.2.conv3.weight
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2a_b mapped name: layer2.3.conv1.bias
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2a_bn_b mapped name: layer2.3.bn1.bias
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2a_bn_s mapped name: layer2.3.bn1.weight
2019-10-03 09:56:03,958 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2a_w mapped name: layer2.3.conv1.weight
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2b_b mapped name: layer2.3.conv2.bias
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2b_bn_b mapped name: layer2.3.bn2.bias
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2b_bn_s mapped name: layer2.3.bn2.weight
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2b_w mapped name: layer2.3.conv2.weight
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2c_b mapped name: layer2.3.conv3.bias
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2c_bn_b mapped name: layer2.3.bn3.bias
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2c_bn_s mapped name: layer2.3.bn3.weight
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res3_3_branch2c_w mapped name: layer2.3.conv3.weight
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch1_b mapped name: layer3.0.downsample.0.bias
2019-10-03 09:56:03,959 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch1_bn_b mapped name: layer3.0.downsample.1.bias
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch1_bn_s mapped name: layer3.0.downsample.1.weight
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch1_w mapped name: layer3.0.downsample.0.weight
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2a_b mapped name: layer3.0.conv1.bias
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2a_bn_b mapped name: layer3.0.bn1.bias
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2a_bn_s mapped name: layer3.0.bn1.weight
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2a_w mapped name: layer3.0.conv1.weight
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2b_b mapped name: layer3.0.conv2.bias
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2b_bn_b mapped name: layer3.0.bn2.bias
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2b_bn_s mapped name: layer3.0.bn2.weight
2019-10-03 09:56:03,960 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2b_w mapped name: layer3.0.conv2.weight
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2c_b mapped name: layer3.0.conv3.bias
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2c_bn_b mapped name: layer3.0.bn3.bias
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2c_bn_s mapped name: layer3.0.bn3.weight
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_0_branch2c_w mapped name: layer3.0.conv3.weight
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2a_b mapped name: layer3.1.conv1.bias
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2a_bn_b mapped name: layer3.1.bn1.bias
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2a_bn_s mapped name: layer3.1.bn1.weight
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2a_w mapped name: layer3.1.conv1.weight
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2b_b mapped name: layer3.1.conv2.bias
2019-10-03 09:56:03,961 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2b_bn_b mapped name: layer3.1.bn2.bias
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2b_bn_s mapped name: layer3.1.bn2.weight
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2b_w mapped name: layer3.1.conv2.weight
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2c_b mapped name: layer3.1.conv3.bias
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2c_bn_b mapped name: layer3.1.bn3.bias
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2c_bn_s mapped name: layer3.1.bn3.weight
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_1_branch2c_w mapped name: layer3.1.conv3.weight
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2a_b mapped name: layer3.2.conv1.bias
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2a_bn_b mapped name: layer3.2.bn1.bias
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2a_bn_s mapped name: layer3.2.bn1.weight
2019-10-03 09:56:03,962 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2a_w mapped name: layer3.2.conv1.weight
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2b_b mapped name: layer3.2.conv2.bias
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2b_bn_b mapped name: layer3.2.bn2.bias
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2b_bn_s mapped name: layer3.2.bn2.weight
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2b_w mapped name: layer3.2.conv2.weight
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2c_b mapped name: layer3.2.conv3.bias
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2c_bn_b mapped name: layer3.2.bn3.bias
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2c_bn_s mapped name: layer3.2.bn3.weight
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_2_branch2c_w mapped name: layer3.2.conv3.weight
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2a_b mapped name: layer3.3.conv1.bias
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2a_bn_b mapped name: layer3.3.bn1.bias
2019-10-03 09:56:03,963 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2a_bn_s mapped name: layer3.3.bn1.weight
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2a_w mapped name: layer3.3.conv1.weight
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2b_b mapped name: layer3.3.conv2.bias
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2b_bn_b mapped name: layer3.3.bn2.bias
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2b_bn_s mapped name: layer3.3.bn2.weight
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2b_w mapped name: layer3.3.conv2.weight
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2c_b mapped name: layer3.3.conv3.bias
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2c_bn_b mapped name: layer3.3.bn3.bias
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2c_bn_s mapped name: layer3.3.bn3.weight
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_3_branch2c_w mapped name: layer3.3.conv3.weight
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2a_b mapped name: layer3.4.conv1.bias
2019-10-03 09:56:03,964 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2a_bn_b mapped name: layer3.4.bn1.bias
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2a_bn_s mapped name: layer3.4.bn1.weight
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2a_w mapped name: layer3.4.conv1.weight
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2b_b mapped name: layer3.4.conv2.bias
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2b_bn_b mapped name: layer3.4.bn2.bias
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2b_bn_s mapped name: layer3.4.bn2.weight
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2b_w mapped name: layer3.4.conv2.weight
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2c_b mapped name: layer3.4.conv3.bias
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2c_bn_b mapped name: layer3.4.bn3.bias
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2c_bn_s mapped name: layer3.4.bn3.weight
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_4_branch2c_w mapped name: layer3.4.conv3.weight
2019-10-03 09:56:03,965 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2a_b mapped name: layer3.5.conv1.bias
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2a_bn_b mapped name: layer3.5.bn1.bias
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2a_bn_s mapped name: layer3.5.bn1.weight
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2a_w mapped name: layer3.5.conv1.weight
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2b_b mapped name: layer3.5.conv2.bias
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2b_bn_b mapped name: layer3.5.bn2.bias
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2b_bn_s mapped name: layer3.5.bn2.weight
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2b_w mapped name: layer3.5.conv2.weight
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2c_b mapped name: layer3.5.conv3.bias
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2c_bn_b mapped name: layer3.5.bn3.bias
2019-10-03 09:56:03,966 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2c_bn_s mapped name: layer3.5.bn3.weight
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res4_5_branch2c_w mapped name: layer3.5.conv3.weight
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch1_b mapped name: layer4.0.downsample.0.bias
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch1_bn_b mapped name: layer4.0.downsample.1.bias
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch1_bn_s mapped name: layer4.0.downsample.1.weight
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch1_w mapped name: layer4.0.downsample.0.weight
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2a_b mapped name: layer4.0.conv1.bias
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2a_bn_b mapped name: layer4.0.bn1.bias
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2a_bn_s mapped name: layer4.0.bn1.weight
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2a_w mapped name: layer4.0.conv1.weight
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2b_b mapped name: layer4.0.conv2.bias
2019-10-03 09:56:03,967 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2b_bn_b mapped name: layer4.0.bn2.bias
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2b_bn_s mapped name: layer4.0.bn2.weight
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2b_w mapped name: layer4.0.conv2.weight
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2c_b mapped name: layer4.0.conv3.bias
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2c_bn_b mapped name: layer4.0.bn3.bias
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2c_bn_s mapped name: layer4.0.bn3.weight
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_0_branch2c_w mapped name: layer4.0.conv3.weight
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2a_b mapped name: layer4.1.conv1.bias
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2a_bn_b mapped name: layer4.1.bn1.bias
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2a_bn_s mapped name: layer4.1.bn1.weight
2019-10-03 09:56:03,968 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2a_w mapped name: layer4.1.conv1.weight
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2b_b mapped name: layer4.1.conv2.bias
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2b_bn_b mapped name: layer4.1.bn2.bias
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2b_bn_s mapped name: layer4.1.bn2.weight
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2b_w mapped name: layer4.1.conv2.weight
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2c_b mapped name: layer4.1.conv3.bias
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2c_bn_b mapped name: layer4.1.bn3.bias
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2c_bn_s mapped name: layer4.1.bn3.weight
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_1_branch2c_w mapped name: layer4.1.conv3.weight
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2a_b mapped name: layer4.2.conv1.bias
2019-10-03 09:56:03,969 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2a_bn_b mapped name: layer4.2.bn1.bias
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2a_bn_s mapped name: layer4.2.bn1.weight
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2a_w mapped name: layer4.2.conv1.weight
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2b_b mapped name: layer4.2.conv2.bias
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2b_bn_b mapped name: layer4.2.bn2.bias
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2b_bn_s mapped name: layer4.2.bn2.weight
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2b_w mapped name: layer4.2.conv2.weight
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2c_b mapped name: layer4.2.conv3.bias
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2c_bn_b mapped name: layer4.2.bn3.bias
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2c_bn_s mapped name: layer4.2.bn3.weight
2019-10-03 09:56:03,970 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res5_2_branch2c_w mapped name: layer4.2.conv3.weight
2019-10-03 09:56:03,971 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res_conv1_bn_b mapped name: bn1.bias
2019-10-03 09:56:03,971 maskrcnn_benchmark.utils.c2_model_loading INFO: C2 name: res_conv1_bn_s mapped name: bn1.weight
2019-10-03 09:56:03,989 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn1.bias loaded from layer1.0.bn1.bias of shape (64,)
2019-10-03 09:56:03,989 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn1.weight loaded from layer1.0.bn1.weight of shape (64,)
2019-10-03 09:56:03,989 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn2.bias loaded from layer1.0.bn2.bias of shape (64,)
2019-10-03 09:56:03,989 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn2.weight loaded from layer1.0.bn2.weight of shape (64,)
2019-10-03 09:56:03,989 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn3.bias loaded from layer1.0.bn3.bias of shape (256,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn3.weight loaded from layer1.0.bn3.weight of shape (256,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.conv1.weight loaded from layer1.0.conv1.weight of shape (64, 64, 1, 1)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.conv2.weight loaded from layer1.0.conv2.weight of shape (64, 64, 3, 3)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.conv3.weight loaded from layer1.0.conv3.weight of shape (256, 64, 1, 1)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.downsample.0.weight loaded from layer1.0.downsample.0.weight of shape (256, 64, 1, 1)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.downsample.1.bias loaded from layer1.0.downsample.1.bias of shape (256,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.downsample.1.weight loaded from layer1.0.downsample.1.weight of shape (256,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn1.bias loaded from layer1.1.bn1.bias of shape (64,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn1.weight loaded from layer1.1.bn1.weight of shape (64,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn2.bias loaded from layer1.1.bn2.bias of shape (64,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn2.weight loaded from layer1.1.bn2.weight of shape (64,)
2019-10-03 09:56:03,990 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn3.bias loaded from layer1.1.bn3.bias of shape (256,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn3.weight loaded from layer1.1.bn3.weight of shape (256,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.conv1.weight loaded from layer1.1.conv1.weight of shape (64, 256, 1, 1)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.conv2.weight loaded from layer1.1.conv2.weight of shape (64, 64, 3, 3)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.conv3.weight loaded from layer1.1.conv3.weight of shape (256, 64, 1, 1)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn1.bias loaded from layer1.2.bn1.bias of shape (64,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn1.weight loaded from layer1.2.bn1.weight of shape (64,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn2.bias loaded from layer1.2.bn2.bias of shape (64,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn2.weight loaded from layer1.2.bn2.weight of shape (64,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn3.bias loaded from layer1.2.bn3.bias of shape (256,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn3.weight loaded from layer1.2.bn3.weight of shape (256,)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.conv1.weight loaded from layer1.2.conv1.weight of shape (64, 256, 1, 1)
2019-10-03 09:56:03,991 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.conv2.weight loaded from layer1.2.conv2.weight of shape (64, 64, 3, 3)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.conv3.weight loaded from layer1.2.conv3.weight of shape (256, 64, 1, 1)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn1.bias loaded from layer2.0.bn1.bias of shape (128,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn1.weight loaded from layer2.0.bn1.weight of shape (128,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn2.bias loaded from layer2.0.bn2.bias of shape (128,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn2.weight loaded from layer2.0.bn2.weight of shape (128,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn3.bias loaded from layer2.0.bn3.bias of shape (512,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn3.weight loaded from layer2.0.bn3.weight of shape (512,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.conv1.weight loaded from layer2.0.conv1.weight of shape (128, 256, 1, 1)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.conv2.weight loaded from layer2.0.conv2.weight of shape (128, 128, 3, 3)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.conv3.weight loaded from layer2.0.conv3.weight of shape (512, 128, 1, 1)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.downsample.0.weight loaded from layer2.0.downsample.0.weight of shape (512, 256, 1, 1)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.downsample.1.bias loaded from layer2.0.downsample.1.bias of shape (512,)
2019-10-03 09:56:03,992 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.downsample.1.weight loaded from layer2.0.downsample.1.weight of shape (512,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn1.bias loaded from layer2.1.bn1.bias of shape (128,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn1.weight loaded from layer2.1.bn1.weight of shape (128,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn2.bias loaded from layer2.1.bn2.bias of shape (128,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn2.weight loaded from layer2.1.bn2.weight of shape (128,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn3.bias loaded from layer2.1.bn3.bias of shape (512,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn3.weight loaded from layer2.1.bn3.weight of shape (512,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.conv1.weight loaded from layer2.1.conv1.weight of shape (128, 512, 1, 1)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.conv2.weight loaded from layer2.1.conv2.weight of shape (128, 128, 3, 3)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.conv3.weight loaded from layer2.1.conv3.weight of shape (512, 128, 1, 1)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn1.bias loaded from layer2.2.bn1.bias of shape (128,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn1.weight loaded from layer2.2.bn1.weight of shape (128,)
2019-10-03 09:56:03,993 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn2.bias loaded from layer2.2.bn2.bias of shape (128,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn2.weight loaded from layer2.2.bn2.weight of shape (128,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn3.bias loaded from layer2.2.bn3.bias of shape (512,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn3.weight loaded from layer2.2.bn3.weight of shape (512,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.conv1.weight loaded from layer2.2.conv1.weight of shape (128, 512, 1, 1)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.conv2.weight loaded from layer2.2.conv2.weight of shape (128, 128, 3, 3)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.conv3.weight loaded from layer2.2.conv3.weight of shape (512, 128, 1, 1)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn1.bias loaded from layer2.3.bn1.bias of shape (128,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn1.weight loaded from layer2.3.bn1.weight of shape (128,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn2.bias loaded from layer2.3.bn2.bias of shape (128,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn2.weight loaded from layer2.3.bn2.weight of shape (128,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn3.bias loaded from layer2.3.bn3.bias of shape (512,)
2019-10-03 09:56:03,994 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn3.weight loaded from layer2.3.bn3.weight of shape (512,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.conv1.weight loaded from layer2.3.conv1.weight of shape (128, 512, 1, 1)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.conv2.weight loaded from layer2.3.conv2.weight of shape (128, 128, 3, 3)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.conv3.weight loaded from layer2.3.conv3.weight of shape (512, 128, 1, 1)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn1.bias loaded from layer3.0.bn1.bias of shape (256,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn1.weight loaded from layer3.0.bn1.weight of shape (256,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn2.bias loaded from layer3.0.bn2.bias of shape (256,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn2.weight loaded from layer3.0.bn2.weight of shape (256,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn3.bias loaded from layer3.0.bn3.bias of shape (1024,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn3.weight loaded from layer3.0.bn3.weight of shape (1024,)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.conv1.weight loaded from layer3.0.conv1.weight of shape (256, 512, 1, 1)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.conv2.weight loaded from layer3.0.conv2.weight of shape (256, 256, 3, 3)
2019-10-03 09:56:03,995 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.conv3.weight loaded from layer3.0.conv3.weight of shape (1024, 256, 1, 1)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.downsample.0.weight loaded from layer3.0.downsample.0.weight of shape (1024, 512, 1, 1)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.downsample.1.bias loaded from layer3.0.downsample.1.bias of shape (1024,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.downsample.1.weight loaded from layer3.0.downsample.1.weight of shape (1024,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn1.bias loaded from layer3.1.bn1.bias of shape (256,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn1.weight loaded from layer3.1.bn1.weight of shape (256,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn2.bias loaded from layer3.1.bn2.bias of shape (256,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn2.weight loaded from layer3.1.bn2.weight of shape (256,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn3.bias loaded from layer3.1.bn3.bias of shape (1024,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn3.weight loaded from layer3.1.bn3.weight of shape (1024,)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.conv1.weight loaded from layer3.1.conv1.weight of shape (256, 1024, 1, 1)
2019-10-03 09:56:03,996 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.conv2.weight loaded from layer3.1.conv2.weight of shape (256, 256, 3, 3)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.conv3.weight loaded from layer3.1.conv3.weight of shape (1024, 256, 1, 1)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn1.bias loaded from layer3.2.bn1.bias of shape (256,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn1.weight loaded from layer3.2.bn1.weight of shape (256,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn2.bias loaded from layer3.2.bn2.bias of shape (256,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn2.weight loaded from layer3.2.bn2.weight of shape (256,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn3.bias loaded from layer3.2.bn3.bias of shape (1024,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn3.weight loaded from layer3.2.bn3.weight of shape (1024,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.conv1.weight loaded from layer3.2.conv1.weight of shape (256, 1024, 1, 1)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.conv2.weight loaded from layer3.2.conv2.weight of shape (256, 256, 3, 3)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.conv3.weight loaded from layer3.2.conv3.weight of shape (1024, 256, 1, 1)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn1.bias loaded from layer3.3.bn1.bias of shape (256,)
2019-10-03 09:56:03,997 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn1.weight loaded from layer3.3.bn1.weight of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn2.bias loaded from layer3.3.bn2.bias of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn2.weight loaded from layer3.3.bn2.weight of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn3.bias loaded from layer3.3.bn3.bias of shape (1024,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn3.weight loaded from layer3.3.bn3.weight of shape (1024,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.conv1.weight loaded from layer3.3.conv1.weight of shape (256, 1024, 1, 1)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.conv2.weight loaded from layer3.3.conv2.weight of shape (256, 256, 3, 3)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.conv3.weight loaded from layer3.3.conv3.weight of shape (1024, 256, 1, 1)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn1.bias loaded from layer3.4.bn1.bias of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn1.weight loaded from layer3.4.bn1.weight of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn2.bias loaded from layer3.4.bn2.bias of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn2.weight loaded from layer3.4.bn2.weight of shape (256,)
2019-10-03 09:56:03,998 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn3.bias loaded from layer3.4.bn3.bias of shape (1024,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn3.weight loaded from layer3.4.bn3.weight of shape (1024,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.conv1.weight loaded from layer3.4.conv1.weight of shape (256, 1024, 1, 1)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.conv2.weight loaded from layer3.4.conv2.weight of shape (256, 256, 3, 3)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.conv3.weight loaded from layer3.4.conv3.weight of shape (1024, 256, 1, 1)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn1.bias loaded from layer3.5.bn1.bias of shape (256,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn1.weight loaded from layer3.5.bn1.weight of shape (256,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn2.bias loaded from layer3.5.bn2.bias of shape (256,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn2.weight loaded from layer3.5.bn2.weight of shape (256,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn3.bias loaded from layer3.5.bn3.bias of shape (1024,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn3.weight loaded from layer3.5.bn3.weight of shape (1024,)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.conv1.weight loaded from layer3.5.conv1.weight of shape (256, 1024, 1, 1)
2019-10-03 09:56:03,999 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.conv2.weight loaded from layer3.5.conv2.weight of shape (256, 256, 3, 3)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.conv3.weight loaded from layer3.5.conv3.weight of shape (1024, 256, 1, 1)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.stem.bn1.bias loaded from bn1.bias of shape (64,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.stem.bn1.weight loaded from bn1.weight of shape (64,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.stem.conv1.weight loaded from conv1.weight of shape (64, 3, 7, 7)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn1.bias loaded from layer4.0.bn1.bias of shape (512,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn1.weight loaded from layer4.0.bn1.weight of shape (512,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn2.bias loaded from layer4.0.bn2.bias of shape (512,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn2.weight loaded from layer4.0.bn2.weight of shape (512,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn3.bias loaded from layer4.0.bn3.bias of shape (2048,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn3.weight loaded from layer4.0.bn3.weight of shape (2048,)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.conv1.weight loaded from layer4.0.conv1.weight of shape (512, 1024, 1, 1)
2019-10-03 09:56:04,000 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.conv2.weight loaded from layer4.0.conv2.weight of shape (512, 512, 3, 3)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.conv3.weight loaded from layer4.0.conv3.weight of shape (2048, 512, 1, 1)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.downsample.0.weight loaded from layer4.0.downsample.0.weight of shape (2048, 1024, 1, 1)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.downsample.1.bias loaded from layer4.0.downsample.1.bias of shape (2048,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.downsample.1.weight loaded from layer4.0.downsample.1.weight of shape (2048,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn1.bias loaded from layer4.1.bn1.bias of shape (512,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn1.weight loaded from layer4.1.bn1.weight of shape (512,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn2.bias loaded from layer4.1.bn2.bias of shape (512,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn2.weight loaded from layer4.1.bn2.weight of shape (512,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn3.bias loaded from layer4.1.bn3.bias of shape (2048,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn3.weight loaded from layer4.1.bn3.weight of shape (2048,)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.conv1.weight loaded from layer4.1.conv1.weight of shape (512, 2048, 1, 1)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.conv2.weight loaded from layer4.1.conv2.weight of shape (512, 512, 3, 3)
2019-10-03 09:56:04,001 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.conv3.weight loaded from layer4.1.conv3.weight of shape (2048, 512, 1, 1)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn1.bias loaded from layer4.2.bn1.bias of shape (512,)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn1.weight loaded from layer4.2.bn1.weight of shape (512,)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn2.bias loaded from layer4.2.bn2.bias of shape (512,)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn2.weight loaded from layer4.2.bn2.weight of shape (512,)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn3.bias loaded from layer4.2.bn3.bias of shape (2048,)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn3.weight loaded from layer4.2.bn3.weight of shape (2048,)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.conv1.weight loaded from layer4.2.conv1.weight of shape (512, 2048, 1, 1)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.conv2.weight loaded from layer4.2.conv2.weight of shape (512, 512, 3, 3)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.conv3.weight loaded from layer4.2.conv3.weight of shape (2048, 512, 1, 1)
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn1.running_mean is not loaded.
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn1.running_var is not loaded.
2019-10-03 09:56:04,002 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn2.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn2.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn3.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.bn3.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.downsample.1.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.0.downsample.1.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn1.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn1.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn2.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn2.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn3.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.1.bn3.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn1.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn1.running_var is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn2.running_mean is not loaded.
2019-10-03 09:56:04,003 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn2.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn3.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer1.2.bn3.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn1.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn1.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn2.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn2.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn3.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.bn3.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.downsample.1.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.0.downsample.1.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn1.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn1.running_var is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn2.running_mean is not loaded.
2019-10-03 09:56:04,004 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn2.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn3.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.1.bn3.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn1.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn1.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn2.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn2.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn3.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.2.bn3.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn1.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn1.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn2.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn2.running_var is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn3.running_mean is not loaded.
2019-10-03 09:56:04,005 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer2.3.bn3.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn1.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn1.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn2.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn2.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn3.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.bn3.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.downsample.1.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.0.downsample.1.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn1.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn1.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn2.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn2.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn3.running_mean is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.1.bn3.running_var is not loaded.
2019-10-03 09:56:04,006 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn1.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn1.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn2.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn2.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn3.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.2.bn3.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn1.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn1.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn2.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn2.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn3.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.3.bn3.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn1.running_mean is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn1.running_var is not loaded.
2019-10-03 09:56:04,007 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn2.running_mean is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn2.running_var is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn3.running_mean is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.4.bn3.running_var is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn1.running_mean is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn1.running_var is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn2.running_mean is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn2.running_var is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn3.running_mean is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.layer3.5.bn3.running_var is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.stem.bn1.running_mean is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: backbone.body.stem.bn1.running_var is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.imghead.conv1_da.bias is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.imghead.conv1_da.weight is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.imghead.conv2_da.bias is not loaded.
2019-10-03 09:56:04,008 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.imghead.conv2_da.weight is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.inshead.fc1_da.bias is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.inshead.fc1_da.weight is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.inshead.fc2_da.bias is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.inshead.fc2_da.weight is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.inshead.fc3_da.bias is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: da_heads.inshead.fc3_da.weight is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn1.running_mean is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn1.running_var is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn2.running_mean is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn2.running_var is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn3.running_mean is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.bn3.running_var is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.downsample.1.running_mean is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.0.downsample.1.running_var is not loaded.
2019-10-03 09:56:04,009 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn1.running_mean is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn1.running_var is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn2.running_mean is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn2.running_var is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn3.running_mean is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.1.bn3.running_var is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn1.running_mean is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn1.running_var is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn2.running_mean is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn2.running_var is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn3.running_mean is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.feature_extractor.head.layer4.2.bn3.running_var is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.predictor.bbox_pred.bias is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.predictor.bbox_pred.weight is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.predictor.cls_score.bias is not loaded.
2019-10-03 09:56:04,010 maskrcnn_benchmark.utils.model_serialization INFO: roi_heads.box.predictor.cls_score.weight is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.anchor_generator.cell_anchors.0 is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.head.bbox_pred.bias is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.head.bbox_pred.weight is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.head.cls_logits.bias is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.head.cls_logits.weight is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.head.conv.bias is not loaded.
2019-10-03 09:56:04,011 maskrcnn_benchmark.utils.model_serialization INFO: rpn.head.conv.weight is not loaded.
2019-10-03 09:56:07,740 maskrcnn_benchmark.trainer INFO: Start training
2019-10-03 09:56:09,821 maskrcnn_benchmark.trainer INFO: eta: 1 day, 16:26:11 iter: 0 loss: 2.9241 (2.9241) loss_classifier: 0.8004 (0.8004) loss_box_reg: 0.0177 (0.0177) loss_objectness: 0.6818 (0.6818) loss_rpn_box_reg: 0.0226 (0.0226) loss_da_image: 0.6932 (0.6932) loss_da_instance: 0.7045 (0.7045) loss_da_consistency: 0.0038 (0.0038) time: 2.0796 (2.0796) data: 0.6380 (0.6380) lr: 0.000335 max mem: 3751
2019-10-03 09:56:09,824 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0000000.pth
2019-10-03 09:56:32,646 maskrcnn_benchmark.trainer INFO: eta: 23:03:11 iter: 20 loss: 2.2619 (2.3505) loss_classifier: 0.2028 (0.2747) loss_box_reg: 0.0135 (0.0440) loss_objectness: 0.6002 (0.5999) loss_rpn_box_reg: 0.0384 (0.0394) loss_da_image: 0.6931 (0.6931) loss_da_instance: 0.6937 (0.6959) loss_da_consistency: 0.0035 (0.0035) time: 1.1195 (1.1859) data: 0.0752 (0.1230) lr: 0.000361 max mem: 4019
2019-10-03 09:56:55,435 maskrcnn_benchmark.trainer INFO: eta: 22:36:21 iter: 40 loss: 1.8760 (2.1618) loss_classifier: 0.0751 (0.1971) loss_box_reg: 0.0001 (0.0392) loss_objectness: 0.3810 (0.5022) loss_rpn_box_reg: 0.0386 (0.0435) loss_da_image: 0.6931 (0.6931) loss_da_instance: 0.6699 (0.6833) loss_da_consistency: 0.0032 (0.0034) time: 1.1403 (1.1633) data: 0.0768 (0.1011) lr: 0.000388 max mem: 4019
2019-10-03 09:57:18,436 maskrcnn_benchmark.trainer INFO: eta: 22:30:56 iter: 60 loss: 1.6854 (2.0370) loss_classifier: 0.0499 (0.1622) loss_box_reg: 0.0001 (0.0403) loss_objectness: 0.2380 (0.4223) loss_rpn_box_reg: 0.0344 (0.0443) loss_da_image: 0.6930 (0.6931) loss_da_instance: 0.6464 (0.6711) loss_da_consistency: 0.0039 (0.0037) time: 1.1472 (1.1589) data: 0.0780 (0.0939) lr: 0.000415 max mem: 4019
2019-10-03 09:57:41,558 maskrcnn_benchmark.trainer INFO: eta: 22:29:43 iter: 80 loss: 1.5696 (1.9453) loss_classifier: 0.0528 (0.1417) loss_box_reg: 0.0002 (0.0468) loss_objectness: 0.1472 (0.3614) loss_rpn_box_reg: 0.0172 (0.0400) loss_da_image: 0.6930 (0.6931) loss_da_instance: 0.6104 (0.6580) loss_da_consistency: 0.0063 (0.0044) time: 1.1431 (1.1582) data: 0.0763 (0.0900) lr: 0.000441 max mem: 4019
2019-10-03 09:58:04,417 maskrcnn_benchmark.trainer INFO: eta: 22:25:49 iter: 100 loss: 1.5600 (1.8826) loss_classifier: 0.0388 (0.1285) loss_box_reg: 0.0075 (0.0463) loss_objectness: 0.1818 (0.3243) loss_rpn_box_reg: 0.0322 (0.0406) loss_da_image: 0.6929 (0.6930) loss_da_instance: 0.5879 (0.6447) loss_da_consistency: 0.0085 (0.0053) time: 1.1365 (1.1552) data: 0.0803 (0.0879) lr: 0.000468 max mem: 4019
2019-10-03 09:58:27,006 maskrcnn_benchmark.trainer INFO: eta: 22:20:28 iter: 120 loss: 1.5225 (1.8381) loss_classifier: 0.0723 (0.1227) loss_box_reg: 0.0132 (0.0474) loss_objectness: 0.1281 (0.2958) loss_rpn_box_reg: 0.0276 (0.0399) loss_da_image: 0.6927 (0.6930) loss_da_instance: 0.5700 (0.6332) loss_da_consistency: 0.0105 (0.0061) time: 1.1294 (1.1509) data: 0.0771 (0.0863) lr: 0.000495 max mem: 4019
2019-10-03 09:58:49,502 maskrcnn_benchmark.trainer INFO: eta: 22:15:46 iter: 140 loss: 1.6060 (1.8140) loss_classifier: 0.1120 (0.1238) loss_box_reg: 0.0664 (0.0535) loss_objectness: 0.1470 (0.2738) loss_rpn_box_reg: 0.0280 (0.0396) loss_da_image: 0.6926 (0.6929) loss_da_instance: 0.5598 (0.6234) loss_da_consistency: 0.0110 (0.0068) time: 1.1254 (1.1472) data: 0.0783 (0.0852) lr: 0.000521 max mem: 4019
2019-10-03 09:59:12,074 maskrcnn_benchmark.trainer INFO: eta: 22:12:41 iter: 160 loss: 1.6407 (1.7944) loss_classifier: 0.1109 (0.1244) loss_box_reg: 0.0395 (0.0562) loss_objectness: 0.1308 (0.2569) loss_rpn_box_reg: 0.0294 (0.0395) loss_da_image: 0.6924 (0.6929) loss_da_instance: 0.5750 (0.6170) loss_da_consistency: 0.0121 (0.0075) time: 1.1282 (1.1449) data: 0.0786 (0.0844) lr: 0.000548 max mem: 4019
2019-10-03 09:59:34,719 maskrcnn_benchmark.trainer INFO: eta: 22:10:40 iter: 180 loss: 1.6025 (1.7774) loss_classifier: 0.1198 (0.1254) loss_box_reg: 0.0482 (0.0588) loss_objectness: 0.1003 (0.2423) loss_rpn_box_reg: 0.0234 (0.0388) loss_da_image: 0.6922 (0.6928) loss_da_instance: 0.5611 (0.6112) loss_da_consistency: 0.0129 (0.0081) time: 1.1319 (1.1435) data: 0.0777 (0.0836) lr: 0.000575 max mem: 4019
2019-10-03 09:59:57,281 maskrcnn_benchmark.trainer INFO: eta: 22:08:30 iter: 200 loss: 1.5680 (1.7685) loss_classifier: 0.1466 (0.1278) loss_box_reg: 0.1040 (0.0644) loss_objectness: 0.1025 (0.2313) loss_rpn_box_reg: 0.0383 (0.0389) loss_da_image: 0.6919 (0.6927) loss_da_instance: 0.5431 (0.6048) loss_da_consistency: 0.0138 (0.0087) time: 1.1250 (1.1420) data: 0.0790 (0.0832) lr: 0.000601 max mem: 4019
2019-10-03 10:00:19,899 maskrcnn_benchmark.trainer INFO: eta: 22:06:57 iter: 220 loss: 1.5246 (1.7488) loss_classifier: 0.0882 (0.1262) loss_box_reg: 0.0468 (0.0645) loss_objectness: 0.0826 (0.2188) loss_rpn_box_reg: 0.0213 (0.0379) loss_da_image: 0.6913 (0.6926) loss_da_instance: 0.5350 (0.5998) loss_da_consistency: 0.0148 (0.0093) time: 1.1294 (1.1410) data: 0.0778 (0.0827) lr: 0.000628 max mem: 4019
2019-10-03 10:00:42,483 maskrcnn_benchmark.trainer INFO: eta: 22:05:27 iter: 240 loss: 1.5148 (1.7402) loss_classifier: 0.1137 (0.1264) loss_box_reg: 0.0487 (0.0666) loss_objectness: 0.0916 (0.2106) loss_rpn_box_reg: 0.0320 (0.0376) loss_da_image: 0.6900 (0.6924) loss_da_instance: 0.5517 (0.5969) loss_da_consistency: 0.0144 (0.0097) time: 1.1283 (1.1400) data: 0.0778 (0.0824) lr: 0.000655 max mem: 4019
2019-10-03 10:01:05,063 maskrcnn_benchmark.trainer INFO: eta: 22:04:05 iter: 260 loss: 1.5106 (1.7256) loss_classifier: 0.0934 (0.1250) loss_box_reg: 0.0298 (0.0665) loss_objectness: 0.0838 (0.2012) loss_rpn_box_reg: 0.0192 (0.0367) loss_da_image: 0.6890 (0.6921) loss_da_instance: 0.5591 (0.5940) loss_da_consistency: 0.0144 (0.0101) time: 1.1292 (1.1392) data: 0.0791 (0.0822) lr: 0.000681 max mem: 4019
2019-10-03 10:01:27,643 maskrcnn_benchmark.trainer INFO: eta: 22:02:51 iter: 280 loss: 1.6656 (1.7225) loss_classifier: 0.1478 (0.1270) loss_box_reg: 0.1229 (0.0704) loss_objectness: 0.0748 (0.1944) loss_rpn_box_reg: 0.0305 (0.0365) loss_da_image: 0.6865 (0.6917) loss_da_instance: 0.5771 (0.5919) loss_da_consistency: 0.0154 (0.0105) time: 1.1305 (1.1384) data: 0.0782 (0.0820) lr: 0.000708 max mem: 4019
2019-10-03 10:01:50,147 maskrcnn_benchmark.trainer INFO: eta: 22:01:27 iter: 300 loss: 1.5153 (1.7133) loss_classifier: 0.1062 (0.1272) loss_box_reg: 0.0636 (0.0722) loss_objectness: 0.0578 (0.1870) loss_rpn_box_reg: 0.0161 (0.0357) loss_da_image: 0.6814 (0.6911) loss_da_instance: 0.5397 (0.5893) loss_da_consistency: 0.0151 (0.0108) time: 1.1230 (1.1376) data: 0.0790 (0.0818) lr: 0.000735 max mem: 4019
2019-10-03 10:02:12,699 maskrcnn_benchmark.trainer INFO: eta: 22:00:21 iter: 320 loss: 1.6718 (1.7116) loss_classifier: 0.1562 (0.1293) loss_box_reg: 0.1241 (0.0761) loss_objectness: 0.0739 (0.1811) loss_rpn_box_reg: 0.0189 (0.0351) loss_da_image: 0.6831 (0.6906) loss_da_instance: 0.5734 (0.5883) loss_da_consistency: 0.0155 (0.0111) time: 1.1280 (1.1369) data: 0.0787 (0.0816) lr: 0.000761 max mem: 4019
2019-10-03 10:02:35,245 maskrcnn_benchmark.trainer INFO: eta: 21:59:19 iter: 340 loss: 1.5393 (1.7045) loss_classifier: 0.1012 (0.1291) loss_box_reg: 0.0826 (0.0773) loss_objectness: 0.0628 (0.1749) loss_rpn_box_reg: 0.0239 (0.0347) loss_da_image: 0.6800 (0.6900) loss_da_instance: 0.5658 (0.5871) loss_da_consistency: 0.0160 (0.0114) time: 1.1269 (1.1364) data: 0.0782 (0.0815) lr: 0.000788 max mem: 4019
2019-10-03 10:02:57,814 maskrcnn_benchmark.trainer INFO: eta: 21:58:26 iter: 360 loss: 1.6457 (1.7049) loss_classifier: 0.1440 (0.1316) loss_box_reg: 0.1548 (0.0817) loss_objectness: 0.0726 (0.1703) loss_rpn_box_reg: 0.0324 (0.0348) loss_da_image: 0.6676 (0.6889) loss_da_instance: 0.5696 (0.5860) loss_da_consistency: 0.0158 (0.0117) time: 1.1282 (1.1359) data: 0.0754 (0.0812) lr: 0.000815 max mem: 4019
2019-10-03 10:03:20,356 maskrcnn_benchmark.trainer INFO: eta: 21:57:31 iter: 380 loss: 1.6281 (1.7023) loss_classifier: 0.1649 (0.1335) loss_box_reg: 0.1042 (0.0841) loss_objectness: 0.0687 (0.1655) loss_rpn_box_reg: 0.0210 (0.0343) loss_da_image: 0.6696 (0.6880) loss_da_instance: 0.5729 (0.5850) loss_da_consistency: 0.0144 (0.0118) time: 1.1271 (1.1355) data: 0.0777 (0.0811) lr: 0.000841 max mem: 4019
2019-10-03 10:03:42,868 maskrcnn_benchmark.trainer INFO: eta: 21:56:34 iter: 400 loss: 1.6022 (1.7031) loss_classifier: 0.1263 (0.1350) loss_box_reg: 0.1384 (0.0871) loss_objectness: 0.0702 (0.1625) loss_rpn_box_reg: 0.0250 (0.0346) loss_da_image: 0.6688 (0.6871) loss_da_instance: 0.5794 (0.5848) loss_da_consistency: 0.0143 (0.0120) time: 1.1255 (1.1350) data: 0.0772 (0.0809) lr: 0.000868 max mem: 4019
2019-10-03 10:04:05,405 maskrcnn_benchmark.trainer INFO: eta: 21:55:44 iter: 420 loss: 1.5103 (1.6971) loss_classifier: 0.1029 (0.1342) loss_box_reg: 0.0929 (0.0876) loss_objectness: 0.0597 (0.1587) loss_rpn_box_reg: 0.0193 (0.0344) loss_da_image: 0.6615 (0.6858) loss_da_instance: 0.5659 (0.5842) loss_da_consistency: 0.0139 (0.0121) time: 1.1261 (1.1346) data: 0.0773 (0.0808) lr: 0.000895 max mem: 4019
2019-10-03 10:04:28,198 maskrcnn_benchmark.trainer INFO: eta: 21:55:38 iter: 440 loss: 1.5197 (1.6935) loss_classifier: 0.1052 (0.1337) loss_box_reg: 0.0633 (0.0881) loss_objectness: 0.0828 (0.1558) loss_rpn_box_reg: 0.0287 (0.0350) loss_da_image: 0.6555 (0.6847) loss_da_instance: 0.5574 (0.5838) loss_da_consistency: 0.0151 (0.0122) time: 1.1327 (1.1348) data: 0.0786 (0.0807) lr: 0.000921 max mem: 4019
2019-10-03 10:04:50,682 maskrcnn_benchmark.trainer INFO: eta: 21:54:43 iter: 460 loss: 1.6880 (1.6917) loss_classifier: 0.1582 (0.1353) loss_box_reg: 0.1628 (0.0909) loss_objectness: 0.0698 (0.1527) loss_rpn_box_reg: 0.0285 (0.0348) loss_da_image: 0.6507 (0.6831) loss_da_instance: 0.5486 (0.5825) loss_da_consistency: 0.0150 (0.0124) time: 1.1232 (1.1344) data: 0.0789 (0.0806) lr: 0.000948 max mem: 4019
2019-10-03 10:05:13,252 maskrcnn_benchmark.trainer INFO: eta: 21:54:03 iter: 480 loss: 1.5665 (1.6885) loss_classifier: 0.1077 (0.1356) loss_box_reg: 0.1203 (0.0931) loss_objectness: 0.0616 (0.1490) loss_rpn_box_reg: 0.0208 (0.0345) loss_da_image: 0.6407 (0.6816) loss_da_instance: 0.5613 (0.5821) loss_da_consistency: 0.0143 (0.0125) time: 1.1278 (1.1341) data: 0.0790 (0.0806) lr: 0.000975 max mem: 4019
2019-10-03 10:05:35,745 maskrcnn_benchmark.trainer INFO: eta: 21:53:14 iter: 500 loss: 1.5931 (1.6894) loss_classifier: 0.1506 (0.1373) loss_box_reg: 0.1583 (0.0967) loss_objectness: 0.0635 (0.1459) loss_rpn_box_reg: 0.0202 (0.0344) loss_da_image: 0.6465 (0.6805) loss_da_instance: 0.5754 (0.5821) loss_da_consistency: 0.0135 (0.0125) time: 1.1243 (1.1337) data: 0.0783 (0.0805) lr: 0.001000 max mem: 4019
2019-10-03 10:05:58,290 maskrcnn_benchmark.trainer INFO: eta: 21:52:34 iter: 520 loss: 1.4975 (1.6860) loss_classifier: 0.1112 (0.1371) loss_box_reg: 0.0964 (0.0975) loss_objectness: 0.0574 (0.1428) loss_rpn_box_reg: 0.0267 (0.0345) loss_da_image: 0.6407 (0.6792) loss_da_instance: 0.5853 (0.5824) loss_da_consistency: 0.0139 (0.0126) time: 1.1266 (1.1335) data: 0.0780 (0.0805) lr: 0.001000 max mem: 4019
2019-10-03 10:06:20,755 maskrcnn_benchmark.trainer INFO: eta: 21:51:45 iter: 540 loss: 1.4660 (1.6828) loss_classifier: 0.1121 (0.1379) loss_box_reg: 0.1119 (0.0986) loss_objectness: 0.0568 (0.1400) loss_rpn_box_reg: 0.0191 (0.0341) loss_da_image: 0.6253 (0.6774) loss_da_instance: 0.5646 (0.5823) loss_da_consistency: 0.0135 (0.0126) time: 1.1214 (1.1331) data: 0.0779 (0.0804) lr: 0.001000 max mem: 4019
2019-10-03 10:06:43,153 maskrcnn_benchmark.trainer INFO: eta: 21:50:50 iter: 560 loss: 1.5414 (1.6792) loss_classifier: 0.1383 (0.1377) loss_box_reg: 0.1185 (0.0997) loss_objectness: 0.0470 (0.1366) loss_rpn_box_reg: 0.0242 (0.0337) loss_da_image: 0.6126 (0.6756) loss_da_instance: 0.5964 (0.5833) loss_da_consistency: 0.0130 (0.0126) time: 1.1226 (1.1326) data: 0.0747 (0.0802) lr: 0.001000 max mem: 4019
2019-10-03 10:07:05,614 maskrcnn_benchmark.trainer INFO: eta: 21:50:04 iter: 580 loss: 1.5399 (1.6784) loss_classifier: 0.0999 (0.1379) loss_box_reg: 0.0902 (0.1012) loss_objectness: 0.0482 (0.1343) loss_rpn_box_reg: 0.0224 (0.0336) loss_da_image: 0.6450 (0.6743) loss_da_instance: 0.6162 (0.5845) loss_da_consistency: 0.0122 (0.0126) time: 1.1216 (1.1323) data: 0.0760 (0.0802) lr: 0.001000 max mem: 4019
2019-10-03 10:07:28,126 maskrcnn_benchmark.trainer INFO: eta: 21:49:26 iter: 600 loss: 1.5342 (1.6738) loss_classifier: 0.1016 (0.1372) loss_box_reg: 0.0846 (0.1013) loss_objectness: 0.0479 (0.1317) loss_rpn_box_reg: 0.0176 (0.0334) loss_da_image: 0.6269 (0.6729) loss_da_instance: 0.6071 (0.5848) loss_da_consistency: 0.0115 (0.0126) time: 1.1247 (1.1321) data: 0.0772 (0.0801) lr: 0.001000 max mem: 4019
2019-10-03 10:07:50,675 maskrcnn_benchmark.trainer INFO: eta: 21:48:53 iter: 620 loss: 1.6275 (1.6725) loss_classifier: 0.1199 (0.1372) loss_box_reg: 0.1348 (0.1034) loss_objectness: 0.0558 (0.1294) loss_rpn_box_reg: 0.0249 (0.0332) loss_da_image: 0.6304 (0.6716) loss_da_instance: 0.5880 (0.5850) loss_da_consistency: 0.0119 (0.0126) time: 1.1281 (1.1319) data: 0.0779 (0.0800) lr: 0.001000 max mem: 4019
2019-10-03 10:08:13,249 maskrcnn_benchmark.trainer INFO: eta: 21:48:24 iter: 640 loss: 1.5520 (1.6700) loss_classifier: 0.1201 (0.1376) loss_box_reg: 0.1644 (0.1055) loss_objectness: 0.0493 (0.1273) loss_rpn_box_reg: 0.0203 (0.0330) loss_da_image: 0.6277 (0.6703) loss_da_instance: 0.5477 (0.5837) loss_da_consistency: 0.0141 (0.0126) time: 1.1263 (1.1318) data: 0.0770 (0.0800) lr: 0.001000 max mem: 4019
2019-10-03 10:08:35,839 maskrcnn_benchmark.trainer INFO: eta: 21:47:56 iter: 660 loss: 1.5533 (1.6678) loss_classifier: 0.1056 (0.1377) loss_box_reg: 0.1041 (0.1070) loss_objectness: 0.0435 (0.1250) loss_rpn_box_reg: 0.0140 (0.0327) loss_da_image: 0.6048 (0.6688) loss_da_instance: 0.5779 (0.5840) loss_da_consistency: 0.0132 (0.0127) time: 1.1306 (1.1318) data: 0.0768 (0.0799) lr: 0.001000 max mem: 4019
2019-10-03 10:08:58,349 maskrcnn_benchmark.trainer INFO: eta: 21:47:21 iter: 680 loss: 1.5075 (1.6671) loss_classifier: 0.1248 (0.1378) loss_box_reg: 0.1261 (0.1084) loss_objectness: 0.0424 (0.1233) loss_rpn_box_reg: 0.0166 (0.0327) loss_da_image: 0.6104 (0.6675) loss_da_instance: 0.5756 (0.5847) loss_da_consistency: 0.0128 (0.0127) time: 1.1270 (1.1316) data: 0.0772 (0.0798) lr: 0.001000 max mem: 4019
2019-10-03 10:09:20,854 maskrcnn_benchmark.trainer INFO: eta: 21:46:46 iter: 700 loss: 1.6326 (1.6667) loss_classifier: 0.1437 (0.1385) loss_box_reg: 0.1435 (0.1099) loss_objectness: 0.0478 (0.1214) loss_rpn_box_reg: 0.0271 (0.0326) loss_da_image: 0.6252 (0.6663) loss_da_instance: 0.5729 (0.5853) loss_da_consistency: 0.0129 (0.0127) time: 1.1236 (1.1314) data: 0.0778 (0.0798) lr: 0.001000 max mem: 4019
2019-10-03 10:09:43,312 maskrcnn_benchmark.trainer INFO: eta: 21:46:07 iter: 720 loss: 1.3887 (1.6617) loss_classifier: 0.0917 (0.1377) loss_box_reg: 0.0573 (0.1093) loss_objectness: 0.0442 (0.1195) loss_rpn_box_reg: 0.0164 (0.0324) loss_da_image: 0.6097 (0.6647) loss_da_instance: 0.5876 (0.5853) loss_da_consistency: 0.0127 (0.0127) time: 1.1202 (1.1312) data: 0.0759 (0.0797) lr: 0.001000 max mem: 4019
2019-10-03 10:10:06,008 maskrcnn_benchmark.trainer INFO: eta: 21:45:51 iter: 740 loss: 1.4349 (1.6595) loss_classifier: 0.1126 (0.1380) loss_box_reg: 0.1154 (0.1106) loss_objectness: 0.0445 (0.1177) loss_rpn_box_reg: 0.0188 (0.0323) loss_da_image: 0.6065 (0.6631) loss_da_instance: 0.5769 (0.5850) loss_da_consistency: 0.0136 (0.0127) time: 1.1361 (1.1313) data: 0.0790 (0.0797) lr: 0.001000 max mem: 4019
2019-10-03 10:10:28,559 maskrcnn_benchmark.trainer INFO: eta: 21:45:21 iter: 760 loss: 1.4394 (1.6560) loss_classifier: 0.1013 (0.1378) loss_box_reg: 0.0770 (0.1111) loss_objectness: 0.0328 (0.1156) loss_rpn_box_reg: 0.0116 (0.0319) loss_da_image: 0.5935 (0.6617) loss_da_instance: 0.5976 (0.5852) loss_da_consistency: 0.0120 (0.0127) time: 1.1286 (1.1312) data: 0.0786 (0.0797) lr: 0.001000 max mem: 4019
2019-10-03 10:10:51,463 maskrcnn_benchmark.trainer INFO: eta: 21:45:24 iter: 780 loss: 1.5987 (1.6550) loss_classifier: 0.1326 (0.1378) loss_box_reg: 0.1189 (0.1116) loss_objectness: 0.0573 (0.1141) loss_rpn_box_reg: 0.0273 (0.0318) loss_da_image: 0.6209 (0.6608) loss_da_instance: 0.6294 (0.5861) loss_da_consistency: 0.0121 (0.0127) time: 1.1354 (1.1315) data: 0.0790 (0.0797) lr: 0.001000 max mem: 4019
2019-10-03 10:11:14,041 maskrcnn_benchmark.trainer INFO: eta: 21:44:56 iter: 800 loss: 1.5059 (1.6520) loss_classifier: 0.0782 (0.1372) loss_box_reg: 0.0932 (0.1113) loss_objectness: 0.0307 (0.1124) loss_rpn_box_reg: 0.0138 (0.0316) loss_da_image: 0.6108 (0.6599) loss_da_instance: 0.6188 (0.5871) loss_da_consistency: 0.0113 (0.0126) time: 1.1234 (1.1315) data: 0.0763 (0.0796) lr: 0.001000 max mem: 4019
2019-10-03 10:11:36,636 maskrcnn_benchmark.trainer INFO: eta: 21:44:31 iter: 820 loss: 1.6729 (1.6534) loss_classifier: 0.1543 (0.1376) loss_box_reg: 0.1627 (0.1130) loss_objectness: 0.0528 (0.1115) loss_rpn_box_reg: 0.0298 (0.0320) loss_da_image: 0.6180 (0.6590) loss_da_instance: 0.6179 (0.5878) loss_da_consistency: 0.0110 (0.0126) time: 1.1286 (1.1314) data: 0.0780 (0.0796) lr: 0.001000 max mem: 4019
2019-10-03 10:11:59,684 maskrcnn_benchmark.trainer INFO: eta: 21:44:43 iter: 840 loss: 1.7597 (1.6552) loss_classifier: 0.1819 (0.1381) loss_box_reg: 0.1537 (0.1145) loss_objectness: 0.0613 (0.1107) loss_rpn_box_reg: 0.0304 (0.0321) loss_da_image: 0.6176 (0.6584) loss_da_instance: 0.6130 (0.5889) loss_da_consistency: 0.0113 (0.0126) time: 1.1316 (1.1319) data: 0.0779 (0.0796) lr: 0.001000 max mem: 4019
2019-10-03 10:12:22,210 maskrcnn_benchmark.trainer INFO: eta: 21:44:11 iter: 860 loss: 1.5442 (1.6528) loss_classifier: 0.1127 (0.1378) loss_box_reg: 0.1103 (0.1147) loss_objectness: 0.0402 (0.1091) loss_rpn_box_reg: 0.0228 (0.0320) loss_da_image: 0.6134 (0.6575) loss_da_instance: 0.5963 (0.5891) loss_da_consistency: 0.0114 (0.0126) time: 1.1256 (1.1318) data: 0.0775 (0.0796) lr: 0.001000 max mem: 4019
2019-10-03 10:12:44,820 maskrcnn_benchmark.trainer INFO: eta: 21:43:47 iter: 880 loss: 1.4620 (1.6500) loss_classifier: 0.0844 (0.1372) loss_box_reg: 0.0797 (0.1145) loss_objectness: 0.0393 (0.1078) loss_rpn_box_reg: 0.0157 (0.0319) loss_da_image: 0.6137 (0.6568) loss_da_instance: 0.5981 (0.5893) loss_da_consistency: 0.0116 (0.0125) time: 1.1300 (1.1318) data: 0.0772 (0.0795) lr: 0.001000 max mem: 4019
2019-10-03 10:13:07,355 maskrcnn_benchmark.trainer INFO: eta: 21:43:16 iter: 900 loss: 1.5992 (1.6508) loss_classifier: 0.1396 (0.1374) loss_box_reg: 0.1168 (0.1157) loss_objectness: 0.0429 (0.1067) loss_rpn_box_reg: 0.0260 (0.0319) loss_da_image: 0.6471 (0.6565) loss_da_instance: 0.6170 (0.5900) loss_da_consistency: 0.0109 (0.0125) time: 1.1259 (1.1316) data: 0.0787 (0.0795) lr: 0.001000 max mem: 4019
2019-10-03 10:13:30,023 maskrcnn_benchmark.trainer INFO: eta: 21:42:56 iter: 920 loss: 1.5308 (1.6490) loss_classifier: 0.1000 (0.1370) loss_box_reg: 0.0777 (0.1157) loss_objectness: 0.0417 (0.1054) loss_rpn_box_reg: 0.0195 (0.0318) loss_da_image: 0.6327 (0.6559) loss_da_instance: 0.6105 (0.5907) loss_da_consistency: 0.0116 (0.0125) time: 1.1330 (1.1317) data: 0.0811 (0.0795) lr: 0.001000 max mem: 4019
2019-10-03 10:13:52,588 maskrcnn_benchmark.trainer INFO: eta: 21:42:29 iter: 940 loss: 1.5225 (1.6481) loss_classifier: 0.1257 (0.1369) loss_box_reg: 0.1133 (0.1162) loss_objectness: 0.0466 (0.1042) loss_rpn_box_reg: 0.0185 (0.0316) loss_da_image: 0.6265 (0.6554) loss_da_instance: 0.6139 (0.5914) loss_da_consistency: 0.0113 (0.0125) time: 1.1251 (1.1316) data: 0.0754 (0.0795) lr: 0.001000 max mem: 4019
2019-10-03 10:14:15,465 maskrcnn_benchmark.trainer INFO: eta: 21:42:24 iter: 960 loss: 1.6086 (1.6477) loss_classifier: 0.1200 (0.1366) loss_box_reg: 0.1104 (0.1166) loss_objectness: 0.0427 (0.1036) loss_rpn_box_reg: 0.0230 (0.0318) loss_da_image: 0.6222 (0.6548) loss_da_instance: 0.6148 (0.5918) loss_da_consistency: 0.0113 (0.0124) time: 1.1339 (1.1319) data: 0.0759 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:14:38,056 maskrcnn_benchmark.trainer INFO: eta: 21:41:58 iter: 980 loss: 1.5125 (1.6466) loss_classifier: 0.1023 (0.1362) loss_box_reg: 0.1171 (0.1171) loss_objectness: 0.0403 (0.1026) loss_rpn_box_reg: 0.0270 (0.0318) loss_da_image: 0.6200 (0.6542) loss_da_instance: 0.5985 (0.5923) loss_da_consistency: 0.0116 (0.0124) time: 1.1285 (1.1318) data: 0.0790 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:15:00,596 maskrcnn_benchmark.trainer INFO: eta: 21:41:28 iter: 1000 loss: 1.6041 (1.6462) loss_classifier: 0.1317 (0.1361) loss_box_reg: 0.0894 (0.1175) loss_objectness: 0.0372 (0.1018) loss_rpn_box_reg: 0.0184 (0.0318) loss_da_image: 0.6250 (0.6537) loss_da_instance: 0.6256 (0.5929) loss_da_consistency: 0.0110 (0.0124) time: 1.1282 (1.1317) data: 0.0791 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:15:23,174 maskrcnn_benchmark.trainer INFO: eta: 21:41:02 iter: 1020 loss: 1.6777 (1.6470) loss_classifier: 0.1466 (0.1363) loss_box_reg: 0.1590 (0.1185) loss_objectness: 0.0585 (0.1012) loss_rpn_box_reg: 0.0228 (0.0319) loss_da_image: 0.6174 (0.6532) loss_da_instance: 0.6260 (0.5935) loss_da_consistency: 0.0112 (0.0124) time: 1.1295 (1.1317) data: 0.0778 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:15:45,737 maskrcnn_benchmark.trainer INFO: eta: 21:40:35 iter: 1040 loss: 1.5153 (1.6463) loss_classifier: 0.0890 (0.1361) loss_box_reg: 0.1066 (0.1191) loss_objectness: 0.0388 (0.1005) loss_rpn_box_reg: 0.0088 (0.0319) loss_da_image: 0.6026 (0.6524) loss_da_instance: 0.6124 (0.5940) loss_da_consistency: 0.0109 (0.0123) time: 1.1257 (1.1316) data: 0.0780 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:16:08,230 maskrcnn_benchmark.trainer INFO: eta: 21:40:03 iter: 1060 loss: 1.4555 (1.6444) loss_classifier: 0.1009 (0.1354) loss_box_reg: 0.1032 (0.1191) loss_objectness: 0.0320 (0.0993) loss_rpn_box_reg: 0.0124 (0.0317) loss_da_image: 0.6324 (0.6518) loss_da_instance: 0.6278 (0.5947) loss_da_consistency: 0.0135 (0.0124) time: 1.1240 (1.1315) data: 0.0779 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:16:30,757 maskrcnn_benchmark.trainer INFO: eta: 21:39:34 iter: 1080 loss: 1.6012 (1.6448) loss_classifier: 0.1408 (0.1356) loss_box_reg: 0.1167 (0.1200) loss_objectness: 0.0529 (0.0985) loss_rpn_box_reg: 0.0229 (0.0317) loss_da_image: 0.6368 (0.6515) loss_da_instance: 0.5990 (0.5951) loss_da_consistency: 0.0116 (0.0124) time: 1.1250 (1.1314) data: 0.0792 (0.0794) lr: 0.001000 max mem: 4019
2019-10-03 10:16:53,683 maskrcnn_benchmark.trainer INFO: eta: 21:39:30 iter: 1100 loss: 1.5071 (1.6440) loss_classifier: 0.0971 (0.1354) loss_box_reg: 0.0882 (0.1206) loss_objectness: 0.0303 (0.0976) loss_rpn_box_reg: 0.0161 (0.0316) loss_da_image: 0.6285 (0.6512) loss_da_instance: 0.5899 (0.5954) loss_da_consistency: 0.0109 (0.0123) time: 1.1231 (1.1316) data: 0.0770 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:17:16,224 maskrcnn_benchmark.trainer INFO: eta: 21:39:02 iter: 1120 loss: 1.5550 (1.6430) loss_classifier: 0.1218 (0.1352) loss_box_reg: 0.0899 (0.1204) loss_objectness: 0.0340 (0.0966) loss_rpn_box_reg: 0.0271 (0.0316) loss_da_image: 0.6344 (0.6509) loss_da_instance: 0.6271 (0.5959) loss_da_consistency: 0.0100 (0.0123) time: 1.1256 (1.1316) data: 0.0798 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:17:38,776 maskrcnn_benchmark.trainer INFO: eta: 21:38:34 iter: 1140 loss: 1.4797 (1.6411) loss_classifier: 0.0841 (0.1347) loss_box_reg: 0.0791 (0.1201) loss_objectness: 0.0344 (0.0957) loss_rpn_box_reg: 0.0143 (0.0314) loss_da_image: 0.6285 (0.6506) loss_da_instance: 0.6337 (0.5964) loss_da_consistency: 0.0101 (0.0122) time: 1.1261 (1.1315) data: 0.0780 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:18:01,463 maskrcnn_benchmark.trainer INFO: eta: 21:38:15 iter: 1160 loss: 1.5369 (1.6410) loss_classifier: 0.1290 (0.1348) loss_box_reg: 0.1128 (0.1204) loss_objectness: 0.0395 (0.0950) loss_rpn_box_reg: 0.0240 (0.0315) loss_da_image: 0.6263 (0.6501) loss_da_instance: 0.6222 (0.5969) loss_da_consistency: 0.0095 (0.0122) time: 1.1306 (1.1315) data: 0.0790 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:18:24,139 maskrcnn_benchmark.trainer INFO: eta: 21:37:55 iter: 1180 loss: 1.4917 (1.6395) loss_classifier: 0.1087 (0.1347) loss_box_reg: 0.0912 (0.1206) loss_objectness: 0.0384 (0.0942) loss_rpn_box_reg: 0.0143 (0.0314) loss_da_image: 0.6068 (0.6494) loss_da_instance: 0.5754 (0.5970) loss_da_consistency: 0.0116 (0.0122) time: 1.1335 (1.1316) data: 0.0769 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:18:46,850 maskrcnn_benchmark.trainer INFO: eta: 21:37:37 iter: 1200 loss: 1.5169 (1.6380) loss_classifier: 0.0845 (0.1341) loss_box_reg: 0.1338 (0.1208) loss_objectness: 0.0277 (0.0932) loss_rpn_box_reg: 0.0140 (0.0312) loss_da_image: 0.6349 (0.6490) loss_da_instance: 0.6123 (0.5974) loss_da_consistency: 0.0108 (0.0122) time: 1.1330 (1.1316) data: 0.0774 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:19:09,437 maskrcnn_benchmark.trainer INFO: eta: 21:37:12 iter: 1220 loss: 1.5963 (1.6387) loss_classifier: 0.1292 (0.1344) loss_box_reg: 0.1214 (0.1216) loss_objectness: 0.0453 (0.0924) loss_rpn_box_reg: 0.0151 (0.0311) loss_da_image: 0.6435 (0.6489) loss_da_instance: 0.6290 (0.5980) loss_da_consistency: 0.0105 (0.0122) time: 1.1293 (1.1316) data: 0.0794 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:19:32,088 maskrcnn_benchmark.trainer INFO: eta: 21:36:50 iter: 1240 loss: 1.7061 (1.6395) loss_classifier: 0.1030 (0.1346) loss_box_reg: 0.1329 (0.1224) loss_objectness: 0.0345 (0.0917) loss_rpn_box_reg: 0.0186 (0.0311) loss_da_image: 0.6485 (0.6489) loss_da_instance: 0.6283 (0.5986) loss_da_consistency: 0.0098 (0.0121) time: 1.1312 (1.1316) data: 0.0779 (0.0793) lr: 0.001000 max mem: 4019
2019-10-03 10:19:54,789 maskrcnn_benchmark.trainer INFO: eta: 21:36:31 iter: 1260 loss: 1.6015 (1.6392) loss_classifier: 0.1155 (0.1344) loss_box_reg: 0.1229 (0.1226) loss_objectness: 0.0376 (0.0912) loss_rpn_box_reg: 0.0199 (0.0310) loss_da_image: 0.6249 (0.6488) loss_da_instance: 0.6320 (0.5991) loss_da_consistency: 0.0101 (0.0121) time: 1.1320 (1.1317) data: 0.0769 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:20:17,394 maskrcnn_benchmark.trainer INFO: eta: 21:36:07 iter: 1280 loss: 1.5556 (1.6380) loss_classifier: 0.1126 (0.1342) loss_box_reg: 0.1278 (0.1225) loss_objectness: 0.0411 (0.0904) loss_rpn_box_reg: 0.0239 (0.0310) loss_da_image: 0.6377 (0.6486) loss_da_instance: 0.6243 (0.5994) loss_da_consistency: 0.0112 (0.0121) time: 1.1300 (1.1317) data: 0.0787 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:20:40,058 maskrcnn_benchmark.trainer INFO: eta: 21:35:46 iter: 1300 loss: 1.5367 (1.6374) loss_classifier: 0.1224 (0.1341) loss_box_reg: 0.0798 (0.1225) loss_objectness: 0.0371 (0.0897) loss_rpn_box_reg: 0.0183 (0.0308) loss_da_image: 0.6451 (0.6485) loss_da_instance: 0.6176 (0.5997) loss_da_consistency: 0.0102 (0.0121) time: 1.1298 (1.1317) data: 0.0770 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:21:02,643 maskrcnn_benchmark.trainer INFO: eta: 21:35:21 iter: 1320 loss: 1.4827 (1.6365) loss_classifier: 0.0708 (0.1338) loss_box_reg: 0.0772 (0.1222) loss_objectness: 0.0325 (0.0890) loss_rpn_box_reg: 0.0132 (0.0306) loss_da_image: 0.6632 (0.6486) loss_da_instance: 0.6203 (0.6001) loss_da_consistency: 0.0090 (0.0120) time: 1.1259 (1.1316) data: 0.0773 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:21:25,173 maskrcnn_benchmark.trainer INFO: eta: 21:34:53 iter: 1340 loss: 1.5614 (1.6363) loss_classifier: 0.1201 (0.1336) loss_box_reg: 0.1235 (0.1225) loss_objectness: 0.0324 (0.0883) loss_rpn_box_reg: 0.0156 (0.0305) loss_da_image: 0.6643 (0.6489) loss_da_instance: 0.6047 (0.6005) loss_da_consistency: 0.0103 (0.0120) time: 1.1263 (1.1316) data: 0.0784 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:21:47,739 maskrcnn_benchmark.trainer INFO: eta: 21:34:27 iter: 1360 loss: 1.6232 (1.6364) loss_classifier: 0.1089 (0.1334) loss_box_reg: 0.1349 (0.1230) loss_objectness: 0.0327 (0.0876) loss_rpn_box_reg: 0.0169 (0.0303) loss_da_image: 0.6732 (0.6492) loss_da_instance: 0.6258 (0.6009) loss_da_consistency: 0.0099 (0.0120) time: 1.1270 (1.1315) data: 0.0785 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:22:10,260 maskrcnn_benchmark.trainer INFO: eta: 21:33:59 iter: 1380 loss: 1.6770 (1.6371) loss_classifier: 0.1466 (0.1333) loss_box_reg: 0.1512 (0.1238) loss_objectness: 0.0316 (0.0871) loss_rpn_box_reg: 0.0199 (0.0303) loss_da_image: 0.6600 (0.6494) loss_da_instance: 0.6243 (0.6013) loss_da_consistency: 0.0102 (0.0119) time: 1.1232 (1.1314) data: 0.0797 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:22:32,846 maskrcnn_benchmark.trainer INFO: eta: 21:33:34 iter: 1400 loss: 1.6074 (1.6367) loss_classifier: 0.1121 (0.1331) loss_box_reg: 0.1149 (0.1239) loss_objectness: 0.0310 (0.0864) loss_rpn_box_reg: 0.0185 (0.0302) loss_da_image: 0.6530 (0.6494) loss_da_instance: 0.6356 (0.6018) loss_da_consistency: 0.0099 (0.0119) time: 1.1285 (1.1314) data: 0.0782 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:22:55,470 maskrcnn_benchmark.trainer INFO: eta: 21:33:11 iter: 1420 loss: 1.5605 (1.6366) loss_classifier: 0.1080 (0.1330) loss_box_reg: 0.0816 (0.1239) loss_objectness: 0.0358 (0.0860) loss_rpn_box_reg: 0.0188 (0.0301) loss_da_image: 0.6584 (0.6495) loss_da_instance: 0.6211 (0.6022) loss_da_consistency: 0.0113 (0.0119) time: 1.1286 (1.1314) data: 0.0779 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:23:18,130 maskrcnn_benchmark.trainer INFO: eta: 21:32:50 iter: 1440 loss: 1.5786 (1.6360) loss_classifier: 0.1008 (0.1326) loss_box_reg: 0.0742 (0.1237) loss_objectness: 0.0304 (0.0853) loss_rpn_box_reg: 0.0170 (0.0300) loss_da_image: 0.6709 (0.6498) loss_da_instance: 0.6455 (0.6027) loss_da_consistency: 0.0094 (0.0119) time: 1.1264 (1.1314) data: 0.0810 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:23:40,765 maskrcnn_benchmark.trainer INFO: eta: 21:32:28 iter: 1460 loss: 1.6452 (1.6367) loss_classifier: 0.1303 (0.1328) loss_box_reg: 0.1258 (0.1243) loss_objectness: 0.0363 (0.0848) loss_rpn_box_reg: 0.0189 (0.0299) loss_da_image: 0.6614 (0.6500) loss_da_instance: 0.6112 (0.6031) loss_da_consistency: 0.0097 (0.0118) time: 1.1268 (1.1314) data: 0.0794 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:24:03,563 maskrcnn_benchmark.trainer INFO: eta: 21:32:13 iter: 1480 loss: 1.4296 (1.6342) loss_classifier: 0.0592 (0.1320) loss_box_reg: 0.0355 (0.1234) loss_objectness: 0.0254 (0.0841) loss_rpn_box_reg: 0.0122 (0.0298) loss_da_image: 0.6507 (0.6500) loss_da_instance: 0.6197 (0.6031) loss_da_consistency: 0.0121 (0.0118) time: 1.1358 (1.1315) data: 0.0774 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:24:26,033 maskrcnn_benchmark.trainer INFO: eta: 21:31:43 iter: 1500 loss: 1.5799 (1.6346) loss_classifier: 0.1161 (0.1320) loss_box_reg: 0.0959 (0.1236) loss_objectness: 0.0339 (0.0837) loss_rpn_box_reg: 0.0156 (0.0297) loss_da_image: 0.6601 (0.6501) loss_da_instance: 0.6269 (0.6036) loss_da_consistency: 0.0093 (0.0118) time: 1.1225 (1.1314) data: 0.0758 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:24:48,759 maskrcnn_benchmark.trainer INFO: eta: 21:31:25 iter: 1520 loss: 1.5508 (1.6344) loss_classifier: 0.0865 (0.1318) loss_box_reg: 0.1136 (0.1238) loss_objectness: 0.0383 (0.0832) loss_rpn_box_reg: 0.0200 (0.0297) loss_da_image: 0.6386 (0.6500) loss_da_instance: 0.6517 (0.6042) loss_da_consistency: 0.0093 (0.0118) time: 1.1298 (1.1315) data: 0.0779 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:25:11,416 maskrcnn_benchmark.trainer INFO: eta: 21:31:03 iter: 1540 loss: 1.5484 (1.6339) loss_classifier: 0.0814 (0.1314) loss_box_reg: 0.1162 (0.1237) loss_objectness: 0.0238 (0.0828) loss_rpn_box_reg: 0.0169 (0.0296) loss_da_image: 0.6539 (0.6501) loss_da_instance: 0.6400 (0.6047) loss_da_consistency: 0.0093 (0.0117) time: 1.1285 (1.1315) data: 0.0788 (0.0792) lr: 0.001000 max mem: 4019
2019-10-03 10:25:33,961 maskrcnn_benchmark.trainer INFO: eta: 21:30:37 iter: 1560 loss: 1.6007 (1.6338) loss_classifier: 0.0995 (0.1313) loss_box_reg: 0.0728 (0.1234) loss_objectness: 0.0328 (0.0823) loss_rpn_box_reg: 0.0146 (0.0297) loss_da_image: 0.6697 (0.6503) loss_da_instance: 0.6317 (0.6051) loss_da_consistency: 0.0093 (0.0117) time: 1.1277 (1.1315) data: 0.0781 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:25:56,599 maskrcnn_benchmark.trainer INFO: eta: 21:30:15 iter: 1580 loss: 1.6437 (1.6345) loss_classifier: 0.1248 (0.1313) loss_box_reg: 0.1370 (0.1239) loss_objectness: 0.0390 (0.0820) loss_rpn_box_reg: 0.0282 (0.0299) loss_da_image: 0.6607 (0.6504) loss_da_instance: 0.6148 (0.6053) loss_da_consistency: 0.0095 (0.0117) time: 1.1296 (1.1315) data: 0.0773 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:26:19,057 maskrcnn_benchmark.trainer INFO: eta: 21:29:45 iter: 1600 loss: 1.5818 (1.6341) loss_classifier: 0.1027 (0.1310) loss_box_reg: 0.1181 (0.1239) loss_objectness: 0.0317 (0.0816) loss_rpn_box_reg: 0.0165 (0.0298) loss_da_image: 0.6527 (0.6505) loss_da_instance: 0.6327 (0.6057) loss_da_consistency: 0.0098 (0.0117) time: 1.1219 (1.1314) data: 0.0779 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:26:41,509 maskrcnn_benchmark.trainer INFO: eta: 21:29:15 iter: 1620 loss: 1.5786 (1.6337) loss_classifier: 0.1083 (0.1309) loss_box_reg: 0.1480 (0.1241) loss_objectness: 0.0320 (0.0810) loss_rpn_box_reg: 0.0195 (0.0297) loss_da_image: 0.6475 (0.6505) loss_da_instance: 0.6271 (0.6060) loss_da_consistency: 0.0094 (0.0116) time: 1.1206 (1.1313) data: 0.0795 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:27:03,961 maskrcnn_benchmark.trainer INFO: eta: 21:28:45 iter: 1640 loss: 1.4611 (1.6328) loss_classifier: 0.0652 (0.1306) loss_box_reg: 0.0577 (0.1237) loss_objectness: 0.0276 (0.0804) loss_rpn_box_reg: 0.0155 (0.0296) loss_da_image: 0.6645 (0.6506) loss_da_instance: 0.6452 (0.6064) loss_da_consistency: 0.0088 (0.0116) time: 1.1220 (1.1312) data: 0.0783 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:27:26,478 maskrcnn_benchmark.trainer INFO: eta: 21:28:18 iter: 1660 loss: 1.6683 (1.6339) loss_classifier: 0.1383 (0.1309) loss_box_reg: 0.1467 (0.1242) loss_objectness: 0.0444 (0.0800) loss_rpn_box_reg: 0.0225 (0.0296) loss_da_image: 0.6654 (0.6508) loss_da_instance: 0.6394 (0.6068) loss_da_consistency: 0.0096 (0.0116) time: 1.1275 (1.1311) data: 0.0790 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:27:48,997 maskrcnn_benchmark.trainer INFO: eta: 21:27:51 iter: 1680 loss: 1.5899 (1.6339) loss_classifier: 0.0885 (0.1307) loss_box_reg: 0.0830 (0.1241) loss_objectness: 0.0297 (0.0795) loss_rpn_box_reg: 0.0182 (0.0295) loss_da_image: 0.6952 (0.6514) loss_da_instance: 0.6438 (0.6072) loss_da_consistency: 0.0099 (0.0116) time: 1.1231 (1.1310) data: 0.0791 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:28:11,667 maskrcnn_benchmark.trainer INFO: eta: 21:27:31 iter: 1700 loss: 1.6834 (1.6350) loss_classifier: 0.1352 (0.1308) loss_box_reg: 0.1490 (0.1246) loss_objectness: 0.0365 (0.0790) loss_rpn_box_reg: 0.0233 (0.0295) loss_da_image: 0.6977 (0.6519) loss_da_instance: 0.6383 (0.6076) loss_da_consistency: 0.0107 (0.0116) time: 1.1254 (1.1311) data: 0.0791 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:28:34,148 maskrcnn_benchmark.trainer INFO: eta: 21:27:02 iter: 1720 loss: 1.6029 (1.6352) loss_classifier: 0.0988 (0.1307) loss_box_reg: 0.1046 (0.1245) loss_objectness: 0.0295 (0.0785) loss_rpn_box_reg: 0.0167 (0.0294) loss_da_image: 0.6973 (0.6524) loss_da_instance: 0.6427 (0.6081) loss_da_consistency: 0.0088 (0.0115) time: 1.1236 (1.1310) data: 0.0767 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:28:56,625 maskrcnn_benchmark.trainer INFO: eta: 21:26:34 iter: 1740 loss: 1.6327 (1.6348) loss_classifier: 0.0977 (0.1304) loss_box_reg: 0.1474 (0.1245) loss_objectness: 0.0269 (0.0780) loss_rpn_box_reg: 0.0193 (0.0293) loss_da_image: 0.6712 (0.6526) loss_da_instance: 0.6412 (0.6084) loss_da_consistency: 0.0088 (0.0115) time: 1.1223 (1.1309) data: 0.0778 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:29:19,181 maskrcnn_benchmark.trainer INFO: eta: 21:26:09 iter: 1760 loss: 1.5800 (1.6351) loss_classifier: 0.1038 (0.1303) loss_box_reg: 0.0802 (0.1246) loss_objectness: 0.0314 (0.0778) loss_rpn_box_reg: 0.0119 (0.0294) loss_da_image: 0.6564 (0.6527) loss_da_instance: 0.6361 (0.6088) loss_da_consistency: 0.0089 (0.0115) time: 1.1256 (1.1309) data: 0.0779 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:29:41,691 maskrcnn_benchmark.trainer INFO: eta: 21:25:42 iter: 1780 loss: 1.6001 (1.6353) loss_classifier: 0.1029 (0.1302) loss_box_reg: 0.0745 (0.1247) loss_objectness: 0.0454 (0.0775) loss_rpn_box_reg: 0.0223 (0.0294) loss_da_image: 0.6599 (0.6528) loss_da_instance: 0.6436 (0.6092) loss_da_consistency: 0.0085 (0.0114) time: 1.1255 (1.1308) data: 0.0778 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:30:04,203 maskrcnn_benchmark.trainer INFO: eta: 21:25:16 iter: 1800 loss: 1.5502 (1.6351) loss_classifier: 0.0941 (0.1301) loss_box_reg: 0.1003 (0.1247) loss_objectness: 0.0387 (0.0772) loss_rpn_box_reg: 0.0161 (0.0294) loss_da_image: 0.6465 (0.6528) loss_da_instance: 0.6401 (0.6095) loss_da_consistency: 0.0085 (0.0114) time: 1.1245 (1.1307) data: 0.0764 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:30:26,715 maskrcnn_benchmark.trainer INFO: eta: 21:24:49 iter: 1820 loss: 1.4557 (1.6338) loss_classifier: 0.0752 (0.1296) loss_box_reg: 0.0487 (0.1245) loss_objectness: 0.0230 (0.0767) loss_rpn_box_reg: 0.0122 (0.0293) loss_da_image: 0.6509 (0.6528) loss_da_instance: 0.6235 (0.6096) loss_da_consistency: 0.0098 (0.0114) time: 1.1242 (1.1307) data: 0.0780 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:30:49,172 maskrcnn_benchmark.trainer INFO: eta: 21:24:21 iter: 1840 loss: 1.5403 (1.6331) loss_classifier: 0.0861 (0.1293) loss_box_reg: 0.1176 (0.1244) loss_objectness: 0.0247 (0.0762) loss_rpn_box_reg: 0.0161 (0.0292) loss_da_image: 0.6712 (0.6529) loss_da_instance: 0.6128 (0.6098) loss_da_consistency: 0.0097 (0.0114) time: 1.1220 (1.1306) data: 0.0799 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:31:11,715 maskrcnn_benchmark.trainer INFO: eta: 21:23:56 iter: 1860 loss: 1.7512 (1.6344) loss_classifier: 0.1709 (0.1298) loss_box_reg: 0.1988 (0.1251) loss_objectness: 0.0431 (0.0759) loss_rpn_box_reg: 0.0261 (0.0293) loss_da_image: 0.6545 (0.6529) loss_da_instance: 0.6250 (0.6100) loss_da_consistency: 0.0092 (0.0113) time: 1.1276 (1.1306) data: 0.0783 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:31:34,261 maskrcnn_benchmark.trainer INFO: eta: 21:23:31 iter: 1880 loss: 1.5318 (1.6339) loss_classifier: 0.0939 (0.1294) loss_box_reg: 0.0744 (0.1249) loss_objectness: 0.0320 (0.0757) loss_rpn_box_reg: 0.0191 (0.0293) loss_da_image: 0.6647 (0.6530) loss_da_instance: 0.6379 (0.6103) loss_da_consistency: 0.0099 (0.0113) time: 1.1258 (1.1305) data: 0.0786 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:31:56,705 maskrcnn_benchmark.trainer INFO: eta: 21:23:02 iter: 1900 loss: 1.6589 (1.6341) loss_classifier: 0.1244 (0.1293) loss_box_reg: 0.1044 (0.1249) loss_objectness: 0.0245 (0.0752) loss_rpn_box_reg: 0.0202 (0.0292) loss_da_image: 0.6880 (0.6534) loss_da_instance: 0.6602 (0.6107) loss_da_consistency: 0.0088 (0.0113) time: 1.1216 (1.1304) data: 0.0781 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:32:19,194 maskrcnn_benchmark.trainer INFO: eta: 21:22:35 iter: 1920 loss: 1.5796 (1.6341) loss_classifier: 0.0959 (0.1292) loss_box_reg: 0.0949 (0.1249) loss_objectness: 0.0221 (0.0747) loss_rpn_box_reg: 0.0089 (0.0291) loss_da_image: 0.6739 (0.6537) loss_da_instance: 0.6503 (0.6112) loss_da_consistency: 0.0094 (0.0113) time: 1.1241 (1.1304) data: 0.0771 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:32:41,714 maskrcnn_benchmark.trainer INFO: eta: 21:22:10 iter: 1940 loss: 1.5455 (1.6334) loss_classifier: 0.0992 (0.1290) loss_box_reg: 0.0945 (0.1248) loss_objectness: 0.0283 (0.0743) loss_rpn_box_reg: 0.0143 (0.0290) loss_da_image: 0.6417 (0.6536) loss_da_instance: 0.6373 (0.6115) loss_da_consistency: 0.0089 (0.0112) time: 1.1239 (1.1303) data: 0.0774 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:33:04,255 maskrcnn_benchmark.trainer INFO: eta: 21:21:45 iter: 1960 loss: 1.5814 (1.6329) loss_classifier: 0.1354 (0.1288) loss_box_reg: 0.0879 (0.1248) loss_objectness: 0.0239 (0.0739) loss_rpn_box_reg: 0.0230 (0.0289) loss_da_image: 0.6465 (0.6536) loss_da_instance: 0.6194 (0.6117) loss_da_consistency: 0.0103 (0.0112) time: 1.1278 (1.1303) data: 0.0801 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:33:26,745 maskrcnn_benchmark.trainer INFO: eta: 21:21:18 iter: 1980 loss: 1.5043 (1.6319) loss_classifier: 0.0720 (0.1284) loss_box_reg: 0.0593 (0.1244) loss_objectness: 0.0203 (0.0734) loss_rpn_box_reg: 0.0086 (0.0288) loss_da_image: 0.6753 (0.6539) loss_da_instance: 0.6276 (0.6119) loss_da_consistency: 0.0094 (0.0112) time: 1.1249 (1.1302) data: 0.0766 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:33:49,260 maskrcnn_benchmark.trainer INFO: eta: 21:20:53 iter: 2000 loss: 1.6792 (1.6325) loss_classifier: 0.1284 (0.1286) loss_box_reg: 0.1416 (0.1246) loss_objectness: 0.0370 (0.0731) loss_rpn_box_reg: 0.0229 (0.0288) loss_da_image: 0.6721 (0.6541) loss_da_instance: 0.6343 (0.6122) loss_da_consistency: 0.0086 (0.0112) time: 1.1229 (1.1302) data: 0.0771 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:34:11,712 maskrcnn_benchmark.trainer INFO: eta: 21:20:25 iter: 2020 loss: 1.5877 (1.6329) loss_classifier: 0.0701 (0.1284) loss_box_reg: 0.0811 (0.1246) loss_objectness: 0.0308 (0.0729) loss_rpn_box_reg: 0.0148 (0.0289) loss_da_image: 0.6796 (0.6544) loss_da_instance: 0.6493 (0.6126) loss_da_consistency: 0.0087 (0.0112) time: 1.1216 (1.1301) data: 0.0773 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:34:34,206 maskrcnn_benchmark.trainer INFO: eta: 21:19:59 iter: 2040 loss: 1.5840 (1.6326) loss_classifier: 0.1172 (0.1282) loss_box_reg: 0.1040 (0.1246) loss_objectness: 0.0182 (0.0725) loss_rpn_box_reg: 0.0114 (0.0288) loss_da_image: 0.6593 (0.6545) loss_da_instance: 0.6380 (0.6129) loss_da_consistency: 0.0084 (0.0111) time: 1.1210 (1.1301) data: 0.0776 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:34:56,752 maskrcnn_benchmark.trainer INFO: eta: 21:19:34 iter: 2060 loss: 1.6421 (1.6329) loss_classifier: 0.1171 (0.1283) loss_box_reg: 0.1414 (0.1248) loss_objectness: 0.0305 (0.0722) loss_rpn_box_reg: 0.0160 (0.0287) loss_da_image: 0.6729 (0.6547) loss_da_instance: 0.6508 (0.6132) loss_da_consistency: 0.0085 (0.0111) time: 1.1279 (1.1300) data: 0.0776 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:35:19,241 maskrcnn_benchmark.trainer INFO: eta: 21:19:08 iter: 2080 loss: 1.5122 (1.6321) loss_classifier: 0.0752 (0.1279) loss_box_reg: 0.0880 (0.1246) loss_objectness: 0.0229 (0.0718) loss_rpn_box_reg: 0.0141 (0.0286) loss_da_image: 0.6581 (0.6547) loss_da_instance: 0.6245 (0.6134) loss_da_consistency: 0.0087 (0.0111) time: 1.1212 (1.1300) data: 0.0783 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:35:41,765 maskrcnn_benchmark.trainer INFO: eta: 21:18:43 iter: 2100 loss: 1.5842 (1.6317) loss_classifier: 0.1122 (0.1278) loss_box_reg: 0.0839 (0.1244) loss_objectness: 0.0292 (0.0715) loss_rpn_box_reg: 0.0271 (0.0286) loss_da_image: 0.6483 (0.6547) loss_da_instance: 0.6413 (0.6137) loss_da_consistency: 0.0079 (0.0111) time: 1.1264 (1.1299) data: 0.0795 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:36:04,319 maskrcnn_benchmark.trainer INFO: eta: 21:18:19 iter: 2120 loss: 1.5151 (1.6313) loss_classifier: 0.0844 (0.1276) loss_box_reg: 0.0793 (0.1243) loss_objectness: 0.0238 (0.0711) loss_rpn_box_reg: 0.0161 (0.0286) loss_da_image: 0.6557 (0.6547) loss_da_instance: 0.6314 (0.6139) loss_da_consistency: 0.0081 (0.0110) time: 1.1278 (1.1299) data: 0.0784 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:36:27,070 maskrcnn_benchmark.trainer INFO: eta: 21:18:01 iter: 2140 loss: 1.6683 (1.6313) loss_classifier: 0.1178 (0.1276) loss_box_reg: 0.1558 (0.1245) loss_objectness: 0.0286 (0.0708) loss_rpn_box_reg: 0.0151 (0.0285) loss_da_image: 0.6510 (0.6547) loss_da_instance: 0.6325 (0.6141) loss_da_consistency: 0.0102 (0.0110) time: 1.1307 (1.1300) data: 0.0774 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:36:49,754 maskrcnn_benchmark.trainer INFO: eta: 21:17:41 iter: 2160 loss: 1.5925 (1.6313) loss_classifier: 0.0982 (0.1276) loss_box_reg: 0.1085 (0.1245) loss_objectness: 0.0318 (0.0705) loss_rpn_box_reg: 0.0206 (0.0285) loss_da_image: 0.6698 (0.6548) loss_da_instance: 0.6398 (0.6144) loss_da_consistency: 0.0084 (0.0110) time: 1.1265 (1.1300) data: 0.0779 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:37:12,289 maskrcnn_benchmark.trainer INFO: eta: 21:17:17 iter: 2180 loss: 1.6999 (1.6319) loss_classifier: 0.1298 (0.1277) loss_box_reg: 0.1527 (0.1249) loss_objectness: 0.0353 (0.0703) loss_rpn_box_reg: 0.0247 (0.0285) loss_da_image: 0.6596 (0.6549) loss_da_instance: 0.6521 (0.6147) loss_da_consistency: 0.0084 (0.0110) time: 1.1250 (1.1300) data: 0.0784 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:37:34,813 maskrcnn_benchmark.trainer INFO: eta: 21:16:52 iter: 2200 loss: 1.5775 (1.6318) loss_classifier: 0.1082 (0.1276) loss_box_reg: 0.1171 (0.1251) loss_objectness: 0.0225 (0.0699) loss_rpn_box_reg: 0.0167 (0.0284) loss_da_image: 0.6528 (0.6549) loss_da_instance: 0.6336 (0.6150) loss_da_consistency: 0.0078 (0.0110) time: 1.1228 (1.1300) data: 0.0776 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:37:57,276 maskrcnn_benchmark.trainer INFO: eta: 21:16:25 iter: 2220 loss: 1.6081 (1.6319) loss_classifier: 0.0909 (0.1274) loss_box_reg: 0.1091 (0.1251) loss_objectness: 0.0322 (0.0698) loss_rpn_box_reg: 0.0199 (0.0284) loss_da_image: 0.6661 (0.6550) loss_da_instance: 0.6494 (0.6153) loss_da_consistency: 0.0085 (0.0109) time: 1.1212 (1.1299) data: 0.0783 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:38:19,971 maskrcnn_benchmark.trainer INFO: eta: 21:16:05 iter: 2240 loss: 1.4935 (1.6312) loss_classifier: 0.0874 (0.1272) loss_box_reg: 0.0648 (0.1248) loss_objectness: 0.0188 (0.0694) loss_rpn_box_reg: 0.0129 (0.0283) loss_da_image: 0.6643 (0.6550) loss_da_instance: 0.6367 (0.6155) loss_da_consistency: 0.0086 (0.0109) time: 1.1300 (1.1300) data: 0.0793 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:38:42,445 maskrcnn_benchmark.trainer INFO: eta: 21:15:39 iter: 2260 loss: 1.5558 (1.6311) loss_classifier: 0.1025 (0.1272) loss_box_reg: 0.0875 (0.1247) loss_objectness: 0.0270 (0.0691) loss_rpn_box_reg: 0.0134 (0.0282) loss_da_image: 0.6710 (0.6551) loss_da_instance: 0.6406 (0.6158) loss_da_consistency: 0.0086 (0.0109) time: 1.1235 (1.1299) data: 0.0789 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:39:04,978 maskrcnn_benchmark.trainer INFO: eta: 21:15:14 iter: 2280 loss: 1.6516 (1.6315) loss_classifier: 0.1317 (0.1272) loss_box_reg: 0.1420 (0.1249) loss_objectness: 0.0276 (0.0689) loss_rpn_box_reg: 0.0248 (0.0283) loss_da_image: 0.6634 (0.6552) loss_da_instance: 0.6430 (0.6161) loss_da_consistency: 0.0075 (0.0109) time: 1.1228 (1.1299) data: 0.0768 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:39:27,583 maskrcnn_benchmark.trainer INFO: eta: 21:14:52 iter: 2300 loss: 1.7447 (1.6326) loss_classifier: 0.1749 (0.1275) loss_box_reg: 0.1648 (0.1253) loss_objectness: 0.0447 (0.0688) loss_rpn_box_reg: 0.0311 (0.0284) loss_da_image: 0.6707 (0.6553) loss_da_instance: 0.6417 (0.6163) loss_da_consistency: 0.0083 (0.0108) time: 1.1274 (1.1299) data: 0.0802 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:39:50,072 maskrcnn_benchmark.trainer INFO: eta: 21:14:26 iter: 2320 loss: 1.5758 (1.6322) loss_classifier: 0.0882 (0.1273) loss_box_reg: 0.0984 (0.1253) loss_objectness: 0.0258 (0.0685) loss_rpn_box_reg: 0.0124 (0.0283) loss_da_image: 0.6625 (0.6554) loss_da_instance: 0.6397 (0.6166) loss_da_consistency: 0.0099 (0.0108) time: 1.1220 (1.1298) data: 0.0787 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:40:12,670 maskrcnn_benchmark.trainer INFO: eta: 21:14:04 iter: 2340 loss: 1.5410 (1.6319) loss_classifier: 0.0891 (0.1272) loss_box_reg: 0.0618 (0.1253) loss_objectness: 0.0147 (0.0681) loss_rpn_box_reg: 0.0103 (0.0282) loss_da_image: 0.6582 (0.6554) loss_da_instance: 0.6412 (0.6168) loss_da_consistency: 0.0084 (0.0108) time: 1.1288 (1.1298) data: 0.0783 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:40:35,449 maskrcnn_benchmark.trainer INFO: eta: 21:13:46 iter: 2360 loss: 1.4145 (1.6306) loss_classifier: 0.0517 (0.1267) loss_box_reg: 0.0593 (0.1248) loss_objectness: 0.0160 (0.0677) loss_rpn_box_reg: 0.0088 (0.0281) loss_da_image: 0.6511 (0.6554) loss_da_instance: 0.6431 (0.6170) loss_da_consistency: 0.0086 (0.0108) time: 1.1305 (1.1299) data: 0.0771 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:40:58,035 maskrcnn_benchmark.trainer INFO: eta: 21:13:23 iter: 2380 loss: 1.5558 (1.6304) loss_classifier: 0.0944 (0.1265) loss_box_reg: 0.0887 (0.1247) loss_objectness: 0.0310 (0.0676) loss_rpn_box_reg: 0.0151 (0.0281) loss_da_image: 0.6547 (0.6555) loss_da_instance: 0.6321 (0.6172) loss_da_consistency: 0.0091 (0.0108) time: 1.1286 (1.1299) data: 0.0782 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:41:20,800 maskrcnn_benchmark.trainer INFO: eta: 21:13:05 iter: 2400 loss: 1.5876 (1.6306) loss_classifier: 0.0994 (0.1266) loss_box_reg: 0.1269 (0.1248) loss_objectness: 0.0300 (0.0673) loss_rpn_box_reg: 0.0185 (0.0281) loss_da_image: 0.6673 (0.6556) loss_da_instance: 0.6453 (0.6175) loss_da_consistency: 0.0092 (0.0108) time: 1.1311 (1.1300) data: 0.0780 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:41:43,613 maskrcnn_benchmark.trainer INFO: eta: 21:12:49 iter: 2420 loss: 1.5608 (1.6307) loss_classifier: 0.0984 (0.1265) loss_box_reg: 0.1119 (0.1251) loss_objectness: 0.0227 (0.0670) loss_rpn_box_reg: 0.0140 (0.0281) loss_da_image: 0.6633 (0.6556) loss_da_instance: 0.6327 (0.6177) loss_da_consistency: 0.0104 (0.0108) time: 1.1324 (1.1301) data: 0.0802 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:42:06,064 maskrcnn_benchmark.trainer INFO: eta: 21:12:22 iter: 2440 loss: 1.5178 (1.6302) loss_classifier: 0.0848 (0.1263) loss_box_reg: 0.0890 (0.1249) loss_objectness: 0.0299 (0.0667) loss_rpn_box_reg: 0.0149 (0.0280) loss_da_image: 0.6518 (0.6556) loss_da_instance: 0.6513 (0.6179) loss_da_consistency: 0.0087 (0.0108) time: 1.1220 (1.1300) data: 0.0764 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:42:28,662 maskrcnn_benchmark.trainer INFO: eta: 21:11:59 iter: 2460 loss: 1.6255 (1.6302) loss_classifier: 0.1156 (0.1263) loss_box_reg: 0.1039 (0.1249) loss_objectness: 0.0324 (0.0666) loss_rpn_box_reg: 0.0249 (0.0280) loss_da_image: 0.6533 (0.6556) loss_da_instance: 0.6297 (0.6181) loss_da_consistency: 0.0082 (0.0107) time: 1.1273 (1.1300) data: 0.0792 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:42:51,276 maskrcnn_benchmark.trainer INFO: eta: 21:11:37 iter: 2480 loss: 1.6238 (1.6303) loss_classifier: 0.1025 (0.1262) loss_box_reg: 0.1263 (0.1249) loss_objectness: 0.0293 (0.0663) loss_rpn_box_reg: 0.0197 (0.0280) loss_da_image: 0.6527 (0.6556) loss_da_instance: 0.6544 (0.6184) loss_da_consistency: 0.0083 (0.0107) time: 1.1297 (1.1300) data: 0.0776 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:43:13,901 maskrcnn_benchmark.trainer INFO: eta: 21:11:15 iter: 2500 loss: 1.5476 (1.6298) loss_classifier: 0.0850 (0.1259) loss_box_reg: 0.0832 (0.1247) loss_objectness: 0.0240 (0.0661) loss_rpn_box_reg: 0.0111 (0.0280) loss_da_image: 0.6643 (0.6557) loss_da_instance: 0.6421 (0.6187) loss_da_consistency: 0.0078 (0.0107) time: 1.1316 (1.1300) data: 0.0779 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:43:13,904 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0002500.pth
2019-10-03 10:43:36,903 maskrcnn_benchmark.trainer INFO: eta: 21:11:03 iter: 2520 loss: 1.6294 (1.6297) loss_classifier: 0.1063 (0.1258) loss_box_reg: 0.1208 (0.1247) loss_objectness: 0.0286 (0.0658) loss_rpn_box_reg: 0.0128 (0.0279) loss_da_image: 0.6698 (0.6558) loss_da_instance: 0.6517 (0.6190) loss_da_consistency: 0.0078 (0.0107) time: 1.1304 (1.1302) data: 0.0765 (0.0791) lr: 0.001000 max mem: 4019
2019-10-03 10:43:59,485 maskrcnn_benchmark.trainer INFO: eta: 21:10:40 iter: 2540 loss: 1.5614 (1.6294) loss_classifier: 0.0785 (0.1255) loss_box_reg: 0.0796 (0.1245) loss_objectness: 0.0313 (0.0657) loss_rpn_box_reg: 0.0169 (0.0278) loss_da_image: 0.6686 (0.6559) loss_da_instance: 0.6614 (0.6193) loss_da_consistency: 0.0067 (0.0106) time: 1.1260 (1.1302) data: 0.0763 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:44:22,219 maskrcnn_benchmark.trainer INFO: eta: 21:10:21 iter: 2560 loss: 1.5343 (1.6287) loss_classifier: 0.1051 (0.1253) loss_box_reg: 0.0744 (0.1243) loss_objectness: 0.0182 (0.0654) loss_rpn_box_reg: 0.0084 (0.0277) loss_da_image: 0.6630 (0.6559) loss_da_instance: 0.6414 (0.6194) loss_da_consistency: 0.0084 (0.0106) time: 1.1316 (1.1302) data: 0.0784 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:44:44,878 maskrcnn_benchmark.trainer INFO: eta: 21:10:00 iter: 2580 loss: 1.6078 (1.6289) loss_classifier: 0.1072 (0.1254) loss_box_reg: 0.1389 (0.1244) loss_objectness: 0.0326 (0.0653) loss_rpn_box_reg: 0.0185 (0.0277) loss_da_image: 0.6509 (0.6559) loss_da_instance: 0.6438 (0.6196) loss_da_consistency: 0.0084 (0.0106) time: 1.1333 (1.1302) data: 0.0774 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:45:07,523 maskrcnn_benchmark.trainer INFO: eta: 21:09:38 iter: 2600 loss: 1.5463 (1.6285) loss_classifier: 0.0928 (0.1251) loss_box_reg: 0.1146 (0.1244) loss_objectness: 0.0360 (0.0651) loss_rpn_box_reg: 0.0183 (0.0276) loss_da_image: 0.6488 (0.6559) loss_da_instance: 0.6194 (0.6197) loss_da_consistency: 0.0089 (0.0106) time: 1.1315 (1.1302) data: 0.0772 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:45:30,242 maskrcnn_benchmark.trainer INFO: eta: 21:09:19 iter: 2620 loss: 1.6629 (1.6288) loss_classifier: 0.1228 (0.1253) loss_box_reg: 0.1268 (0.1245) loss_objectness: 0.0294 (0.0649) loss_rpn_box_reg: 0.0206 (0.0276) loss_da_image: 0.6626 (0.6560) loss_da_instance: 0.6392 (0.6199) loss_da_consistency: 0.0093 (0.0106) time: 1.1317 (1.1303) data: 0.0793 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:45:52,787 maskrcnn_benchmark.trainer INFO: eta: 21:08:55 iter: 2640 loss: 1.6462 (1.6293) loss_classifier: 0.1213 (0.1254) loss_box_reg: 0.1189 (0.1247) loss_objectness: 0.0325 (0.0647) loss_rpn_box_reg: 0.0176 (0.0276) loss_da_image: 0.6561 (0.6560) loss_da_instance: 0.6470 (0.6202) loss_da_consistency: 0.0089 (0.0106) time: 1.1242 (1.1303) data: 0.0793 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:46:15,485 maskrcnn_benchmark.trainer INFO: eta: 21:08:34 iter: 2660 loss: 1.5342 (1.6287) loss_classifier: 0.0833 (0.1252) loss_box_reg: 0.1012 (0.1246) loss_objectness: 0.0211 (0.0645) loss_rpn_box_reg: 0.0106 (0.0276) loss_da_image: 0.6560 (0.6560) loss_da_instance: 0.6331 (0.6202) loss_da_consistency: 0.0083 (0.0106) time: 1.1289 (1.1303) data: 0.0764 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:46:38,033 maskrcnn_benchmark.trainer INFO: eta: 21:08:10 iter: 2680 loss: 1.4685 (1.6280) loss_classifier: 0.0589 (0.1249) loss_box_reg: 0.0435 (0.1244) loss_objectness: 0.0211 (0.0642) loss_rpn_box_reg: 0.0115 (0.0275) loss_da_image: 0.6555 (0.6560) loss_da_instance: 0.6445 (0.6205) loss_da_consistency: 0.0081 (0.0105) time: 1.1273 (1.1303) data: 0.0757 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:47:00,577 maskrcnn_benchmark.trainer INFO: eta: 21:07:46 iter: 2700 loss: 1.5760 (1.6279) loss_classifier: 0.1183 (0.1249) loss_box_reg: 0.1278 (0.1245) loss_objectness: 0.0313 (0.0639) loss_rpn_box_reg: 0.0169 (0.0275) loss_da_image: 0.6490 (0.6560) loss_da_instance: 0.6170 (0.6205) loss_da_consistency: 0.0093 (0.0105) time: 1.1272 (1.1303) data: 0.0763 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:47:23,108 maskrcnn_benchmark.trainer INFO: eta: 21:07:22 iter: 2720 loss: 1.4663 (1.6272) loss_classifier: 0.0623 (0.1246) loss_box_reg: 0.0762 (0.1242) loss_objectness: 0.0195 (0.0637) loss_rpn_box_reg: 0.0132 (0.0274) loss_da_image: 0.6659 (0.6561) loss_da_instance: 0.6253 (0.6206) loss_da_consistency: 0.0088 (0.0105) time: 1.1261 (1.1302) data: 0.0772 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:47:45,717 maskrcnn_benchmark.trainer INFO: eta: 21:06:59 iter: 2740 loss: 1.5384 (1.6272) loss_classifier: 0.1041 (0.1246) loss_box_reg: 0.1183 (0.1244) loss_objectness: 0.0266 (0.0634) loss_rpn_box_reg: 0.0173 (0.0274) loss_da_image: 0.6585 (0.6561) loss_da_instance: 0.6116 (0.6207) loss_da_consistency: 0.0092 (0.0105) time: 1.1316 (1.1302) data: 0.0790 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:48:08,461 maskrcnn_benchmark.trainer INFO: eta: 21:06:40 iter: 2760 loss: 1.5258 (1.6266) loss_classifier: 0.0679 (0.1244) loss_box_reg: 0.0610 (0.1242) loss_objectness: 0.0252 (0.0632) loss_rpn_box_reg: 0.0121 (0.0273) loss_da_image: 0.6589 (0.6561) loss_da_instance: 0.6150 (0.6208) loss_da_consistency: 0.0089 (0.0105) time: 1.1286 (1.1303) data: 0.0776 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:48:31,025 maskrcnn_benchmark.trainer INFO: eta: 21:06:16 iter: 2780 loss: 1.4612 (1.6262) loss_classifier: 0.1069 (0.1242) loss_box_reg: 0.0760 (0.1240) loss_objectness: 0.0192 (0.0630) loss_rpn_box_reg: 0.0137 (0.0273) loss_da_image: 0.6597 (0.6562) loss_da_instance: 0.6454 (0.6210) loss_da_consistency: 0.0096 (0.0105) time: 1.1259 (1.1303) data: 0.0764 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:48:53,613 maskrcnn_benchmark.trainer INFO: eta: 21:05:53 iter: 2800 loss: 1.5481 (1.6264) loss_classifier: 0.0905 (0.1241) loss_box_reg: 0.1219 (0.1242) loss_objectness: 0.0230 (0.0628) loss_rpn_box_reg: 0.0165 (0.0273) loss_da_image: 0.6635 (0.6563) loss_da_instance: 0.6570 (0.6213) loss_da_consistency: 0.0094 (0.0105) time: 1.1279 (1.1303) data: 0.0773 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:49:16,211 maskrcnn_benchmark.trainer INFO: eta: 21:05:30 iter: 2820 loss: 1.5310 (1.6258) loss_classifier: 0.0661 (0.1238) loss_box_reg: 0.0689 (0.1239) loss_objectness: 0.0230 (0.0625) loss_rpn_box_reg: 0.0105 (0.0272) loss_da_image: 0.6764 (0.6564) loss_da_instance: 0.6522 (0.6215) loss_da_consistency: 0.0096 (0.0105) time: 1.1308 (1.1303) data: 0.0761 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:49:38,739 maskrcnn_benchmark.trainer INFO: eta: 21:05:06 iter: 2840 loss: 1.5633 (1.6257) loss_classifier: 0.0961 (0.1237) loss_box_reg: 0.0768 (0.1238) loss_objectness: 0.0275 (0.0624) loss_rpn_box_reg: 0.0154 (0.0271) loss_da_image: 0.6787 (0.6565) loss_da_instance: 0.6471 (0.6217) loss_da_consistency: 0.0079 (0.0105) time: 1.1263 (1.1302) data: 0.0775 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:50:01,373 maskrcnn_benchmark.trainer INFO: eta: 21:04:44 iter: 2860 loss: 1.5608 (1.6255) loss_classifier: 0.0881 (0.1235) loss_box_reg: 0.1117 (0.1237) loss_objectness: 0.0161 (0.0622) loss_rpn_box_reg: 0.0168 (0.0271) loss_da_image: 0.6662 (0.6566) loss_da_instance: 0.6514 (0.6219) loss_da_consistency: 0.0074 (0.0104) time: 1.1288 (1.1302) data: 0.0791 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:50:24,009 maskrcnn_benchmark.trainer INFO: eta: 21:04:22 iter: 2880 loss: 1.6216 (1.6258) loss_classifier: 0.0972 (0.1235) loss_box_reg: 0.1579 (0.1239) loss_objectness: 0.0250 (0.0620) loss_rpn_box_reg: 0.0181 (0.0271) loss_da_image: 0.6609 (0.6567) loss_da_instance: 0.6545 (0.6221) loss_da_consistency: 0.0080 (0.0104) time: 1.1301 (1.1303) data: 0.0785 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:50:46,799 maskrcnn_benchmark.trainer INFO: eta: 21:04:04 iter: 2900 loss: 1.5261 (1.6254) loss_classifier: 0.0758 (0.1233) loss_box_reg: 0.0727 (0.1237) loss_objectness: 0.0217 (0.0618) loss_rpn_box_reg: 0.0068 (0.0271) loss_da_image: 0.6557 (0.6567) loss_da_instance: 0.6516 (0.6224) loss_da_consistency: 0.0077 (0.0104) time: 1.1332 (1.1303) data: 0.0753 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:51:09,459 maskrcnn_benchmark.trainer INFO: eta: 21:03:43 iter: 2920 loss: 1.5748 (1.6254) loss_classifier: 0.1112 (0.1233) loss_box_reg: 0.1055 (0.1236) loss_objectness: 0.0268 (0.0616) loss_rpn_box_reg: 0.0141 (0.0270) loss_da_image: 0.6663 (0.6568) loss_da_instance: 0.6507 (0.6226) loss_da_consistency: 0.0079 (0.0104) time: 1.1308 (1.1303) data: 0.0775 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:51:32,293 maskrcnn_benchmark.trainer INFO: eta: 21:03:25 iter: 2940 loss: 1.5558 (1.6251) loss_classifier: 0.1041 (0.1232) loss_box_reg: 0.0962 (0.1236) loss_objectness: 0.0274 (0.0614) loss_rpn_box_reg: 0.0176 (0.0270) loss_da_image: 0.6507 (0.6567) loss_da_instance: 0.6406 (0.6227) loss_da_consistency: 0.0074 (0.0104) time: 1.1266 (1.1304) data: 0.0798 (0.0790) lr: 0.001000 max mem: 4019
2019-10-03 10:51:54,902 maskrcnn_benchmark.trainer INFO: eta: 21:03:03 iter: 2960 loss: 1.4908 (1.6247) loss_classifier: 0.0761 (0.1230) loss_box_reg: 0.0926 (0.1236) loss_objectness: 0.0193 (0.0611) loss_rpn_box_reg: 0.0115 (0.0270) loss_da_image: 0.6551 (0.6568) loss_da_instance: 0.6377 (0.6229) loss_da_consistency: 0.0081 (0.0104) time: 1.1316 (1.1304) data: 0.0772 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:52:17,556 maskrcnn_benchmark.trainer INFO: eta: 21:02:41 iter: 2980 loss: 1.5237 (1.6243) loss_classifier: 0.0787 (0.1228) loss_box_reg: 0.0743 (0.1234) loss_objectness: 0.0237 (0.0609) loss_rpn_box_reg: 0.0113 (0.0269) loss_da_image: 0.6575 (0.6568) loss_da_instance: 0.6427 (0.6231) loss_da_consistency: 0.0084 (0.0103) time: 1.1320 (1.1304) data: 0.0781 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:52:40,236 maskrcnn_benchmark.trainer INFO: eta: 21:02:20 iter: 3000 loss: 1.6124 (1.6241) loss_classifier: 0.1129 (0.1228) loss_box_reg: 0.1269 (0.1234) loss_objectness: 0.0245 (0.0608) loss_rpn_box_reg: 0.0164 (0.0268) loss_da_image: 0.6545 (0.6568) loss_da_instance: 0.6427 (0.6232) loss_da_consistency: 0.0083 (0.0103) time: 1.1324 (1.1305) data: 0.0777 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:53:02,756 maskrcnn_benchmark.trainer INFO: eta: 21:01:55 iter: 3020 loss: 1.6170 (1.6240) loss_classifier: 0.0996 (0.1227) loss_box_reg: 0.1233 (0.1234) loss_objectness: 0.0378 (0.0606) loss_rpn_box_reg: 0.0187 (0.0268) loss_da_image: 0.6494 (0.6568) loss_da_instance: 0.6388 (0.6234) loss_da_consistency: 0.0090 (0.0103) time: 1.1238 (1.1304) data: 0.0767 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:53:25,367 maskrcnn_benchmark.trainer INFO: eta: 21:01:33 iter: 3040 loss: 1.5366 (1.6237) loss_classifier: 0.0750 (0.1226) loss_box_reg: 0.0945 (0.1233) loss_objectness: 0.0237 (0.0604) loss_rpn_box_reg: 0.0082 (0.0267) loss_da_image: 0.6599 (0.6568) loss_da_instance: 0.6444 (0.6236) loss_da_consistency: 0.0080 (0.0103) time: 1.1274 (1.1304) data: 0.0778 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:53:47,983 maskrcnn_benchmark.trainer INFO: eta: 21:01:10 iter: 3060 loss: 1.6283 (1.6239) loss_classifier: 0.0980 (0.1225) loss_box_reg: 0.1340 (0.1234) loss_objectness: 0.0324 (0.0602) loss_rpn_box_reg: 0.0249 (0.0267) loss_da_image: 0.6641 (0.6569) loss_da_instance: 0.6510 (0.6239) loss_da_consistency: 0.0093 (0.0103) time: 1.1286 (1.1304) data: 0.0802 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:54:10,771 maskrcnn_benchmark.trainer INFO: eta: 21:00:52 iter: 3080 loss: 1.4886 (1.6233) loss_classifier: 0.0713 (0.1223) loss_box_reg: 0.0664 (0.1232) loss_objectness: 0.0246 (0.0600) loss_rpn_box_reg: 0.0135 (0.0267) loss_da_image: 0.6553 (0.6569) loss_da_instance: 0.6450 (0.6240) loss_da_consistency: 0.0073 (0.0103) time: 1.1333 (1.1305) data: 0.0784 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:54:33,413 maskrcnn_benchmark.trainer INFO: eta: 21:00:30 iter: 3100 loss: 1.5593 (1.6232) loss_classifier: 0.0956 (0.1221) loss_box_reg: 0.0910 (0.1231) loss_objectness: 0.0286 (0.0598) loss_rpn_box_reg: 0.0146 (0.0266) loss_da_image: 0.6594 (0.6569) loss_da_instance: 0.6612 (0.6243) loss_da_consistency: 0.0078 (0.0103) time: 1.1339 (1.1305) data: 0.0775 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:54:55,959 maskrcnn_benchmark.trainer INFO: eta: 21:00:06 iter: 3120 loss: 1.5527 (1.6229) loss_classifier: 0.0732 (0.1220) loss_box_reg: 0.1154 (0.1230) loss_objectness: 0.0246 (0.0596) loss_rpn_box_reg: 0.0168 (0.0266) loss_da_image: 0.6659 (0.6570) loss_da_instance: 0.6379 (0.6244) loss_da_consistency: 0.0086 (0.0103) time: 1.1277 (1.1305) data: 0.0788 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:55:18,492 maskrcnn_benchmark.trainer INFO: eta: 20:59:42 iter: 3140 loss: 1.6408 (1.6229) loss_classifier: 0.0978 (0.1219) loss_box_reg: 0.1226 (0.1231) loss_objectness: 0.0224 (0.0595) loss_rpn_box_reg: 0.0150 (0.0265) loss_da_image: 0.6698 (0.6571) loss_da_instance: 0.6705 (0.6247) loss_da_consistency: 0.0097 (0.0103) time: 1.1281 (1.1305) data: 0.0774 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:55:41,030 maskrcnn_benchmark.trainer INFO: eta: 20:59:17 iter: 3160 loss: 1.5409 (1.6226) loss_classifier: 0.0842 (0.1216) loss_box_reg: 0.0967 (0.1229) loss_objectness: 0.0236 (0.0593) loss_rpn_box_reg: 0.0168 (0.0265) loss_da_image: 0.6680 (0.6571) loss_da_instance: 0.6429 (0.6249) loss_da_consistency: 0.0074 (0.0102) time: 1.1275 (1.1304) data: 0.0784 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:56:03,534 maskrcnn_benchmark.trainer INFO: eta: 20:58:53 iter: 3180 loss: 1.4664 (1.6219) loss_classifier: 0.0608 (0.1214) loss_box_reg: 0.0551 (0.1226) loss_objectness: 0.0180 (0.0591) loss_rpn_box_reg: 0.0097 (0.0264) loss_da_image: 0.6535 (0.6571) loss_da_instance: 0.6509 (0.6250) loss_da_consistency: 0.0079 (0.0102) time: 1.1231 (1.1304) data: 0.0767 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:56:26,121 maskrcnn_benchmark.trainer INFO: eta: 20:58:30 iter: 3200 loss: 1.5197 (1.6215) loss_classifier: 0.0831 (0.1213) loss_box_reg: 0.0877 (0.1225) loss_objectness: 0.0116 (0.0589) loss_rpn_box_reg: 0.0135 (0.0264) loss_da_image: 0.6525 (0.6571) loss_da_instance: 0.6564 (0.6252) loss_da_consistency: 0.0076 (0.0102) time: 1.1250 (1.1304) data: 0.0777 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:56:48,704 maskrcnn_benchmark.trainer INFO: eta: 20:58:06 iter: 3220 loss: 1.6003 (1.6216) loss_classifier: 0.0955 (0.1213) loss_box_reg: 0.0988 (0.1226) loss_objectness: 0.0283 (0.0587) loss_rpn_box_reg: 0.0187 (0.0263) loss_da_image: 0.6626 (0.6571) loss_da_instance: 0.6644 (0.6254) loss_da_consistency: 0.0083 (0.0102) time: 1.1251 (1.1304) data: 0.0783 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:57:11,270 maskrcnn_benchmark.trainer INFO: eta: 20:57:43 iter: 3240 loss: 1.5390 (1.6215) loss_classifier: 0.0844 (0.1212) loss_box_reg: 0.1095 (0.1226) loss_objectness: 0.0197 (0.0585) loss_rpn_box_reg: 0.0109 (0.0263) loss_da_image: 0.6608 (0.6571) loss_da_instance: 0.6584 (0.6256) loss_da_consistency: 0.0082 (0.0102) time: 1.1264 (1.1304) data: 0.0798 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:57:33,994 maskrcnn_benchmark.trainer INFO: eta: 20:57:23 iter: 3260 loss: 1.6026 (1.6215) loss_classifier: 0.0970 (0.1211) loss_box_reg: 0.1591 (0.1228) loss_objectness: 0.0235 (0.0583) loss_rpn_box_reg: 0.0218 (0.0263) loss_da_image: 0.6555 (0.6571) loss_da_instance: 0.6392 (0.6257) loss_da_consistency: 0.0085 (0.0102) time: 1.1293 (1.1304) data: 0.0794 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:57:56,718 maskrcnn_benchmark.trainer INFO: eta: 20:57:02 iter: 3280 loss: 1.6165 (1.6212) loss_classifier: 0.1036 (0.1211) loss_box_reg: 0.1354 (0.1228) loss_objectness: 0.0231 (0.0581) loss_rpn_box_reg: 0.0148 (0.0263) loss_da_image: 0.6531 (0.6571) loss_da_instance: 0.6358 (0.6258) loss_da_consistency: 0.0084 (0.0102) time: 1.1270 (1.1304) data: 0.0784 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:58:19,260 maskrcnn_benchmark.trainer INFO: eta: 20:56:39 iter: 3300 loss: 1.5050 (1.6206) loss_classifier: 0.0978 (0.1209) loss_box_reg: 0.0905 (0.1226) loss_objectness: 0.0187 (0.0579) loss_rpn_box_reg: 0.0104 (0.0262) loss_da_image: 0.6404 (0.6570) loss_da_instance: 0.6396 (0.6259) loss_da_consistency: 0.0081 (0.0102) time: 1.1252 (1.1304) data: 0.0759 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:58:41,765 maskrcnn_benchmark.trainer INFO: eta: 20:56:14 iter: 3320 loss: 1.5223 (1.6204) loss_classifier: 0.0625 (0.1207) loss_box_reg: 0.0730 (0.1226) loss_objectness: 0.0157 (0.0577) loss_rpn_box_reg: 0.0164 (0.0262) loss_da_image: 0.6436 (0.6569) loss_da_instance: 0.6558 (0.6261) loss_da_consistency: 0.0090 (0.0101) time: 1.1254 (1.1304) data: 0.0776 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:59:04,471 maskrcnn_benchmark.trainer INFO: eta: 20:55:53 iter: 3340 loss: 1.5480 (1.6200) loss_classifier: 0.1162 (0.1206) loss_box_reg: 0.1008 (0.1227) loss_objectness: 0.0177 (0.0575) loss_rpn_box_reg: 0.0125 (0.0261) loss_da_image: 0.6429 (0.6568) loss_da_instance: 0.6269 (0.6262) loss_da_consistency: 0.0090 (0.0101) time: 1.1330 (1.1304) data: 0.0772 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:59:27,031 maskrcnn_benchmark.trainer INFO: eta: 20:55:30 iter: 3360 loss: 1.5575 (1.6197) loss_classifier: 0.0814 (0.1205) loss_box_reg: 0.0876 (0.1226) loss_objectness: 0.0201 (0.0573) loss_rpn_box_reg: 0.0185 (0.0261) loss_da_image: 0.6437 (0.6568) loss_da_instance: 0.6454 (0.6263) loss_da_consistency: 0.0079 (0.0101) time: 1.1281 (1.1304) data: 0.0805 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 10:59:49,564 maskrcnn_benchmark.trainer INFO: eta: 20:55:06 iter: 3380 loss: 1.5854 (1.6194) loss_classifier: 0.1018 (0.1204) loss_box_reg: 0.1267 (0.1225) loss_objectness: 0.0233 (0.0572) loss_rpn_box_reg: 0.0172 (0.0261) loss_da_image: 0.6478 (0.6568) loss_da_instance: 0.6299 (0.6264) loss_da_consistency: 0.0083 (0.0101) time: 1.1236 (1.1304) data: 0.0775 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:00:12,073 maskrcnn_benchmark.trainer INFO: eta: 20:54:41 iter: 3400 loss: 1.5144 (1.6189) loss_classifier: 0.0706 (0.1201) loss_box_reg: 0.0935 (0.1224) loss_objectness: 0.0166 (0.0570) loss_rpn_box_reg: 0.0131 (0.0260) loss_da_image: 0.6521 (0.6567) loss_da_instance: 0.6602 (0.6266) loss_da_consistency: 0.0081 (0.0101) time: 1.1259 (1.1304) data: 0.0770 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:00:34,591 maskrcnn_benchmark.trainer INFO: eta: 20:54:17 iter: 3420 loss: 1.5086 (1.6184) loss_classifier: 0.0864 (0.1200) loss_box_reg: 0.0694 (0.1223) loss_objectness: 0.0193 (0.0568) loss_rpn_box_reg: 0.0114 (0.0259) loss_da_image: 0.6487 (0.6567) loss_da_instance: 0.6475 (0.6267) loss_da_consistency: 0.0080 (0.0101) time: 1.1242 (1.1303) data: 0.0782 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:00:57,157 maskrcnn_benchmark.trainer INFO: eta: 20:53:53 iter: 3440 loss: 1.4652 (1.6179) loss_classifier: 0.0494 (0.1197) loss_box_reg: 0.0836 (0.1221) loss_objectness: 0.0152 (0.0565) loss_rpn_box_reg: 0.0118 (0.0259) loss_da_image: 0.6548 (0.6567) loss_da_instance: 0.6532 (0.6269) loss_da_consistency: 0.0089 (0.0101) time: 1.1277 (1.1303) data: 0.0773 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:01:19,698 maskrcnn_benchmark.trainer INFO: eta: 20:53:29 iter: 3460 loss: 1.5565 (1.6181) loss_classifier: 0.0987 (0.1198) loss_box_reg: 0.0958 (0.1222) loss_objectness: 0.0331 (0.0565) loss_rpn_box_reg: 0.0165 (0.0258) loss_da_image: 0.6503 (0.6566) loss_da_instance: 0.6530 (0.6271) loss_da_consistency: 0.0073 (0.0101) time: 1.1259 (1.1303) data: 0.0813 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:01:42,514 maskrcnn_benchmark.trainer INFO: eta: 20:53:11 iter: 3480 loss: 1.6109 (1.6180) loss_classifier: 0.1181 (0.1197) loss_box_reg: 0.1127 (0.1222) loss_objectness: 0.0277 (0.0564) loss_rpn_box_reg: 0.0202 (0.0258) loss_da_image: 0.6564 (0.6566) loss_da_instance: 0.6493 (0.6272) loss_da_consistency: 0.0075 (0.0101) time: 1.1367 (1.1304) data: 0.0802 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:02:05,206 maskrcnn_benchmark.trainer INFO: eta: 20:52:50 iter: 3500 loss: 1.5627 (1.6179) loss_classifier: 0.0893 (0.1196) loss_box_reg: 0.0947 (0.1222) loss_objectness: 0.0296 (0.0563) loss_rpn_box_reg: 0.0211 (0.0258) loss_da_image: 0.6466 (0.6566) loss_da_instance: 0.6479 (0.6273) loss_da_consistency: 0.0082 (0.0100) time: 1.1272 (1.1304) data: 0.0778 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:02:27,843 maskrcnn_benchmark.trainer INFO: eta: 20:52:28 iter: 3520 loss: 1.5436 (1.6176) loss_classifier: 0.0800 (0.1195) loss_box_reg: 0.0663 (0.1222) loss_objectness: 0.0296 (0.0561) loss_rpn_box_reg: 0.0137 (0.0258) loss_da_image: 0.6593 (0.6566) loss_da_instance: 0.6576 (0.6274) loss_da_consistency: 0.0084 (0.0100) time: 1.1257 (1.1304) data: 0.0769 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:02:50,709 maskrcnn_benchmark.trainer INFO: eta: 20:52:10 iter: 3540 loss: 1.5518 (1.6175) loss_classifier: 0.0781 (0.1194) loss_box_reg: 0.0868 (0.1222) loss_objectness: 0.0233 (0.0560) loss_rpn_box_reg: 0.0139 (0.0258) loss_da_image: 0.6552 (0.6566) loss_da_instance: 0.6496 (0.6276) loss_da_consistency: 0.0076 (0.0100) time: 1.1259 (1.1305) data: 0.0762 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:03:13,234 maskrcnn_benchmark.trainer INFO: eta: 20:51:46 iter: 3560 loss: 1.5491 (1.6173) loss_classifier: 0.0767 (0.1193) loss_box_reg: 0.0931 (0.1221) loss_objectness: 0.0210 (0.0559) loss_rpn_box_reg: 0.0179 (0.0258) loss_da_image: 0.6560 (0.6566) loss_da_instance: 0.6464 (0.6277) loss_da_consistency: 0.0081 (0.0100) time: 1.1247 (1.1304) data: 0.0774 (0.0789) lr: 0.001000 max mem: 4019
2019-10-03 11:03:35,940 maskrcnn_benchmark.trainer INFO: eta: 20:51:25 iter: 3580 loss: 1.5850 (1.6172) loss_classifier: 0.1074 (0.1192) loss_box_reg: 0.0791 (0.1220) loss_objectness: 0.0266 (0.0558) loss_rpn_box_reg: 0.0169 (0.0258) loss_da_image: 0.6557 (0.6566) loss_da_instance: 0.6497 (0.6278) loss_da_consistency: 0.0086 (0.0100) time: 1.1267 (1.1305) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:03:58,450 maskrcnn_benchmark.trainer INFO: eta: 20:51:01 iter: 3600 loss: 1.5738 (1.6173) loss_classifier: 0.0803 (0.1191) loss_box_reg: 0.1247 (0.1221) loss_objectness: 0.0254 (0.0557) loss_rpn_box_reg: 0.0118 (0.0258) loss_da_image: 0.6552 (0.6566) loss_da_instance: 0.6685 (0.6280) loss_da_consistency: 0.0081 (0.0100) time: 1.1255 (1.1304) data: 0.0791 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:04:20,902 maskrcnn_benchmark.trainer INFO: eta: 20:50:35 iter: 3620 loss: 1.5852 (1.6173) loss_classifier: 0.1040 (0.1191) loss_box_reg: 0.1088 (0.1221) loss_objectness: 0.0372 (0.0557) loss_rpn_box_reg: 0.0211 (0.0258) loss_da_image: 0.6401 (0.6565) loss_da_instance: 0.6543 (0.6282) loss_da_consistency: 0.0075 (0.0100) time: 1.1221 (1.1304) data: 0.0793 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:04:43,426 maskrcnn_benchmark.trainer INFO: eta: 20:50:11 iter: 3640 loss: 1.5383 (1.6172) loss_classifier: 0.1161 (0.1192) loss_box_reg: 0.1131 (0.1221) loss_objectness: 0.0265 (0.0555) loss_rpn_box_reg: 0.0155 (0.0257) loss_da_image: 0.6242 (0.6564) loss_da_instance: 0.6422 (0.6283) loss_da_consistency: 0.0080 (0.0100) time: 1.1260 (1.1304) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:05:05,971 maskrcnn_benchmark.trainer INFO: eta: 20:49:47 iter: 3660 loss: 1.4869 (1.6169) loss_classifier: 0.0984 (0.1190) loss_box_reg: 0.0985 (0.1220) loss_objectness: 0.0209 (0.0554) loss_rpn_box_reg: 0.0137 (0.0257) loss_da_image: 0.6333 (0.6563) loss_da_instance: 0.6590 (0.6285) loss_da_consistency: 0.0081 (0.0100) time: 1.1259 (1.1304) data: 0.0800 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:05:28,461 maskrcnn_benchmark.trainer INFO: eta: 20:49:22 iter: 3680 loss: 1.5917 (1.6167) loss_classifier: 0.1072 (0.1190) loss_box_reg: 0.1037 (0.1219) loss_objectness: 0.0293 (0.0553) loss_rpn_box_reg: 0.0164 (0.0257) loss_da_image: 0.6459 (0.6562) loss_da_instance: 0.6477 (0.6286) loss_da_consistency: 0.0079 (0.0100) time: 1.1230 (1.1303) data: 0.0786 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:05:50,947 maskrcnn_benchmark.trainer INFO: eta: 20:48:58 iter: 3700 loss: 1.4918 (1.6161) loss_classifier: 0.0677 (0.1188) loss_box_reg: 0.0719 (0.1217) loss_objectness: 0.0155 (0.0551) loss_rpn_box_reg: 0.0098 (0.0257) loss_da_image: 0.6426 (0.6561) loss_da_instance: 0.6331 (0.6287) loss_da_consistency: 0.0080 (0.0100) time: 1.1233 (1.1303) data: 0.0785 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:06:13,536 maskrcnn_benchmark.trainer INFO: eta: 20:48:35 iter: 3720 loss: 1.5345 (1.6160) loss_classifier: 0.1115 (0.1189) loss_box_reg: 0.1035 (0.1217) loss_objectness: 0.0340 (0.0551) loss_rpn_box_reg: 0.0218 (0.0257) loss_da_image: 0.6328 (0.6561) loss_da_instance: 0.6357 (0.6287) loss_da_consistency: 0.0080 (0.0099) time: 1.1265 (1.1303) data: 0.0796 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:06:36,038 maskrcnn_benchmark.trainer INFO: eta: 20:48:10 iter: 3740 loss: 1.5048 (1.6160) loss_classifier: 0.0862 (0.1188) loss_box_reg: 0.0752 (0.1216) loss_objectness: 0.0339 (0.0550) loss_rpn_box_reg: 0.0145 (0.0257) loss_da_image: 0.6543 (0.6560) loss_da_instance: 0.6594 (0.6289) loss_da_consistency: 0.0075 (0.0099) time: 1.1246 (1.1303) data: 0.0774 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:06:58,548 maskrcnn_benchmark.trainer INFO: eta: 20:47:46 iter: 3760 loss: 1.4846 (1.6154) loss_classifier: 0.0622 (0.1186) loss_box_reg: 0.0699 (0.1214) loss_objectness: 0.0185 (0.0548) loss_rpn_box_reg: 0.0089 (0.0256) loss_da_image: 0.6403 (0.6560) loss_da_instance: 0.6672 (0.6291) loss_da_consistency: 0.0073 (0.0099) time: 1.1245 (1.1302) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:07:21,272 maskrcnn_benchmark.trainer INFO: eta: 20:47:26 iter: 3780 loss: 1.5148 (1.6150) loss_classifier: 0.0934 (0.1185) loss_box_reg: 0.0887 (0.1213) loss_objectness: 0.0168 (0.0547) loss_rpn_box_reg: 0.0119 (0.0256) loss_da_image: 0.6387 (0.6559) loss_da_instance: 0.6503 (0.6292) loss_da_consistency: 0.0074 (0.0099) time: 1.1305 (1.1303) data: 0.0779 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:07:44,067 maskrcnn_benchmark.trainer INFO: eta: 20:47:06 iter: 3800 loss: 1.4891 (1.6147) loss_classifier: 0.0641 (0.1183) loss_box_reg: 0.0373 (0.1211) loss_objectness: 0.0296 (0.0546) loss_rpn_box_reg: 0.0161 (0.0255) loss_da_image: 0.6427 (0.6559) loss_da_instance: 0.6618 (0.6294) loss_da_consistency: 0.0072 (0.0099) time: 1.1347 (1.1303) data: 0.0789 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:08:06,699 maskrcnn_benchmark.trainer INFO: eta: 20:46:44 iter: 3820 loss: 1.5559 (1.6145) loss_classifier: 0.1019 (0.1182) loss_box_reg: 0.1144 (0.1211) loss_objectness: 0.0177 (0.0545) loss_rpn_box_reg: 0.0160 (0.0255) loss_da_image: 0.6519 (0.6558) loss_da_instance: 0.6610 (0.6295) loss_da_consistency: 0.0069 (0.0099) time: 1.1315 (1.1303) data: 0.0773 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:08:29,268 maskrcnn_benchmark.trainer INFO: eta: 20:46:21 iter: 3840 loss: 1.5218 (1.6142) loss_classifier: 0.0722 (0.1181) loss_box_reg: 0.0775 (0.1210) loss_objectness: 0.0167 (0.0543) loss_rpn_box_reg: 0.0088 (0.0254) loss_da_image: 0.6491 (0.6558) loss_da_instance: 0.6592 (0.6297) loss_da_consistency: 0.0069 (0.0099) time: 1.1238 (1.1303) data: 0.0778 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:08:51,780 maskrcnn_benchmark.trainer INFO: eta: 20:45:57 iter: 3860 loss: 1.5625 (1.6140) loss_classifier: 0.1070 (0.1180) loss_box_reg: 0.0942 (0.1209) loss_objectness: 0.0209 (0.0541) loss_rpn_box_reg: 0.0124 (0.0254) loss_da_image: 0.6557 (0.6558) loss_da_instance: 0.6440 (0.6298) loss_da_consistency: 0.0076 (0.0099) time: 1.1247 (1.1303) data: 0.0774 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:09:14,490 maskrcnn_benchmark.trainer INFO: eta: 20:45:36 iter: 3880 loss: 1.5422 (1.6138) loss_classifier: 0.0795 (0.1179) loss_box_reg: 0.1247 (0.1209) loss_objectness: 0.0200 (0.0540) loss_rpn_box_reg: 0.0088 (0.0254) loss_da_image: 0.6482 (0.6558) loss_da_instance: 0.6490 (0.6299) loss_da_consistency: 0.0089 (0.0099) time: 1.1278 (1.1303) data: 0.0786 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:09:37,116 maskrcnn_benchmark.trainer INFO: eta: 20:45:14 iter: 3900 loss: 1.4719 (1.6134) loss_classifier: 0.0664 (0.1177) loss_box_reg: 0.0796 (0.1208) loss_objectness: 0.0223 (0.0538) loss_rpn_box_reg: 0.0143 (0.0253) loss_da_image: 0.6381 (0.6558) loss_da_instance: 0.6489 (0.6301) loss_da_consistency: 0.0077 (0.0098) time: 1.1299 (1.1303) data: 0.0765 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:09:59,713 maskrcnn_benchmark.trainer INFO: eta: 20:44:51 iter: 3920 loss: 1.4911 (1.6128) loss_classifier: 0.0753 (0.1175) loss_box_reg: 0.0683 (0.1206) loss_objectness: 0.0189 (0.0537) loss_rpn_box_reg: 0.0142 (0.0253) loss_da_image: 0.6592 (0.6558) loss_da_instance: 0.6492 (0.6302) loss_da_consistency: 0.0077 (0.0098) time: 1.1288 (1.1303) data: 0.0794 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:10:22,419 maskrcnn_benchmark.trainer INFO: eta: 20:44:30 iter: 3940 loss: 1.4852 (1.6124) loss_classifier: 0.0760 (0.1174) loss_box_reg: 0.0584 (0.1204) loss_objectness: 0.0243 (0.0536) loss_rpn_box_reg: 0.0159 (0.0252) loss_da_image: 0.6567 (0.6558) loss_da_instance: 0.6347 (0.6302) loss_da_consistency: 0.0078 (0.0098) time: 1.1320 (1.1303) data: 0.0793 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:10:44,962 maskrcnn_benchmark.trainer INFO: eta: 20:44:06 iter: 3960 loss: 1.5261 (1.6122) loss_classifier: 0.0892 (0.1173) loss_box_reg: 0.0870 (0.1204) loss_objectness: 0.0224 (0.0534) loss_rpn_box_reg: 0.0176 (0.0252) loss_da_image: 0.6440 (0.6558) loss_da_instance: 0.6568 (0.6303) loss_da_consistency: 0.0079 (0.0098) time: 1.1280 (1.1303) data: 0.0772 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:11:07,854 maskrcnn_benchmark.trainer INFO: eta: 20:43:48 iter: 3980 loss: 1.5138 (1.6121) loss_classifier: 0.0652 (0.1171) loss_box_reg: 0.1055 (0.1204) loss_objectness: 0.0197 (0.0533) loss_rpn_box_reg: 0.0152 (0.0252) loss_da_image: 0.6730 (0.6559) loss_da_instance: 0.6432 (0.6304) loss_da_consistency: 0.0092 (0.0098) time: 1.1321 (1.1304) data: 0.0787 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:11:30,271 maskrcnn_benchmark.trainer INFO: eta: 20:43:23 iter: 4000 loss: 1.5295 (1.6119) loss_classifier: 0.0829 (0.1170) loss_box_reg: 0.0860 (0.1202) loss_objectness: 0.0180 (0.0531) loss_rpn_box_reg: 0.0098 (0.0251) loss_da_image: 0.6783 (0.6560) loss_da_instance: 0.6423 (0.6306) loss_da_consistency: 0.0085 (0.0098) time: 1.1202 (1.1303) data: 0.0776 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:11:52,716 maskrcnn_benchmark.trainer INFO: eta: 20:42:57 iter: 4020 loss: 1.6740 (1.6121) loss_classifier: 0.1013 (0.1170) loss_box_reg: 0.1150 (0.1203) loss_objectness: 0.0322 (0.0531) loss_rpn_box_reg: 0.0211 (0.0252) loss_da_image: 0.6714 (0.6560) loss_da_instance: 0.6527 (0.6307) loss_da_consistency: 0.0078 (0.0098) time: 1.1218 (1.1303) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:12:15,251 maskrcnn_benchmark.trainer INFO: eta: 20:42:34 iter: 4040 loss: 1.6464 (1.6124) loss_classifier: 0.1184 (0.1171) loss_box_reg: 0.1264 (0.1204) loss_objectness: 0.0346 (0.0531) loss_rpn_box_reg: 0.0185 (0.0252) loss_da_image: 0.6655 (0.6561) loss_da_instance: 0.6520 (0.6308) loss_da_consistency: 0.0085 (0.0098) time: 1.1258 (1.1303) data: 0.0801 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:12:37,848 maskrcnn_benchmark.trainer INFO: eta: 20:42:11 iter: 4060 loss: 1.5691 (1.6123) loss_classifier: 0.0928 (0.1170) loss_box_reg: 0.0919 (0.1204) loss_objectness: 0.0339 (0.0530) loss_rpn_box_reg: 0.0173 (0.0251) loss_da_image: 0.6606 (0.6561) loss_da_instance: 0.6458 (0.6309) loss_da_consistency: 0.0073 (0.0098) time: 1.1291 (1.1303) data: 0.0789 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:13:00,506 maskrcnn_benchmark.trainer INFO: eta: 20:41:49 iter: 4080 loss: 1.6574 (1.6124) loss_classifier: 0.1096 (0.1170) loss_box_reg: 0.1239 (0.1205) loss_objectness: 0.0208 (0.0529) loss_rpn_box_reg: 0.0184 (0.0251) loss_da_image: 0.6648 (0.6562) loss_da_instance: 0.6538 (0.6310) loss_da_consistency: 0.0069 (0.0098) time: 1.1283 (1.1303) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:13:22,978 maskrcnn_benchmark.trainer INFO: eta: 20:41:24 iter: 4100 loss: 1.5071 (1.6120) loss_classifier: 0.0722 (0.1168) loss_box_reg: 0.0838 (0.1203) loss_objectness: 0.0183 (0.0527) loss_rpn_box_reg: 0.0094 (0.0251) loss_da_image: 0.6646 (0.6562) loss_da_instance: 0.6482 (0.6311) loss_da_consistency: 0.0090 (0.0098) time: 1.1214 (1.1303) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:13:45,549 maskrcnn_benchmark.trainer INFO: eta: 20:41:01 iter: 4120 loss: 1.5770 (1.6119) loss_classifier: 0.0841 (0.1167) loss_box_reg: 0.1130 (0.1203) loss_objectness: 0.0242 (0.0526) loss_rpn_box_reg: 0.0144 (0.0250) loss_da_image: 0.6612 (0.6563) loss_da_instance: 0.6518 (0.6312) loss_da_consistency: 0.0097 (0.0098) time: 1.1257 (1.1303) data: 0.0772 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:14:08,206 maskrcnn_benchmark.trainer INFO: eta: 20:40:39 iter: 4140 loss: 1.5195 (1.6115) loss_classifier: 0.0818 (0.1165) loss_box_reg: 0.0748 (0.1202) loss_objectness: 0.0163 (0.0525) loss_rpn_box_reg: 0.0111 (0.0250) loss_da_image: 0.6534 (0.6562) loss_da_instance: 0.6491 (0.6313) loss_da_consistency: 0.0083 (0.0098) time: 1.1240 (1.1303) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:14:30,787 maskrcnn_benchmark.trainer INFO: eta: 20:40:16 iter: 4160 loss: 1.5950 (1.6114) loss_classifier: 0.1006 (0.1165) loss_box_reg: 0.1309 (0.1202) loss_objectness: 0.0195 (0.0524) loss_rpn_box_reg: 0.0136 (0.0250) loss_da_image: 0.6532 (0.6562) loss_da_instance: 0.6314 (0.6313) loss_da_consistency: 0.0097 (0.0098) time: 1.1284 (1.1303) data: 0.0787 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:14:53,376 maskrcnn_benchmark.trainer INFO: eta: 20:39:53 iter: 4180 loss: 1.5963 (1.6116) loss_classifier: 0.1045 (0.1165) loss_box_reg: 0.1378 (0.1204) loss_objectness: 0.0199 (0.0523) loss_rpn_box_reg: 0.0141 (0.0250) loss_da_image: 0.6545 (0.6563) loss_da_instance: 0.6394 (0.6315) loss_da_consistency: 0.0079 (0.0098) time: 1.1272 (1.1303) data: 0.0777 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:15:16,296 maskrcnn_benchmark.trainer INFO: eta: 20:39:36 iter: 4200 loss: 1.5754 (1.6114) loss_classifier: 0.0858 (0.1164) loss_box_reg: 0.0815 (0.1204) loss_objectness: 0.0228 (0.0522) loss_rpn_box_reg: 0.0133 (0.0249) loss_da_image: 0.6526 (0.6562) loss_da_instance: 0.6628 (0.6316) loss_da_consistency: 0.0071 (0.0097) time: 1.1247 (1.1303) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:15:38,766 maskrcnn_benchmark.trainer INFO: eta: 20:39:11 iter: 4220 loss: 1.5602 (1.6114) loss_classifier: 0.0963 (0.1164) loss_box_reg: 0.1079 (0.1205) loss_objectness: 0.0256 (0.0520) loss_rpn_box_reg: 0.0153 (0.0249) loss_da_image: 0.6564 (0.6562) loss_da_instance: 0.6592 (0.6317) loss_da_consistency: 0.0079 (0.0097) time: 1.1232 (1.1303) data: 0.0783 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:16:01,208 maskrcnn_benchmark.trainer INFO: eta: 20:38:46 iter: 4240 loss: 1.5218 (1.6112) loss_classifier: 0.0638 (0.1162) loss_box_reg: 0.0814 (0.1204) loss_objectness: 0.0196 (0.0519) loss_rpn_box_reg: 0.0126 (0.0248) loss_da_image: 0.6513 (0.6562) loss_da_instance: 0.6609 (0.6319) loss_da_consistency: 0.0080 (0.0097) time: 1.1198 (1.1303) data: 0.0763 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:16:23,625 maskrcnn_benchmark.trainer INFO: eta: 20:38:20 iter: 4260 loss: 1.5171 (1.6109) loss_classifier: 0.0883 (0.1161) loss_box_reg: 0.0862 (0.1203) loss_objectness: 0.0100 (0.0518) loss_rpn_box_reg: 0.0105 (0.0248) loss_da_image: 0.6522 (0.6562) loss_da_instance: 0.6556 (0.6320) loss_da_consistency: 0.0069 (0.0097) time: 1.1213 (1.1302) data: 0.0782 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:16:46,086 maskrcnn_benchmark.trainer INFO: eta: 20:37:56 iter: 4280 loss: 1.4900 (1.6105) loss_classifier: 0.0694 (0.1159) loss_box_reg: 0.0667 (0.1201) loss_objectness: 0.0192 (0.0517) loss_rpn_box_reg: 0.0165 (0.0248) loss_da_image: 0.6556 (0.6562) loss_da_instance: 0.6703 (0.6321) loss_da_consistency: 0.0080 (0.0097) time: 1.1225 (1.1302) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:17:08,556 maskrcnn_benchmark.trainer INFO: eta: 20:37:31 iter: 4300 loss: 1.5203 (1.6103) loss_classifier: 0.0734 (0.1159) loss_box_reg: 0.0833 (0.1200) loss_objectness: 0.0263 (0.0516) loss_rpn_box_reg: 0.0147 (0.0248) loss_da_image: 0.6506 (0.6562) loss_da_instance: 0.6474 (0.6322) loss_da_consistency: 0.0079 (0.0097) time: 1.1211 (1.1302) data: 0.0773 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:17:31,096 maskrcnn_benchmark.trainer INFO: eta: 20:37:07 iter: 4320 loss: 1.4928 (1.6101) loss_classifier: 0.0823 (0.1158) loss_box_reg: 0.0977 (0.1199) loss_objectness: 0.0225 (0.0515) loss_rpn_box_reg: 0.0151 (0.0248) loss_da_image: 0.6476 (0.6562) loss_da_instance: 0.6577 (0.6323) loss_da_consistency: 0.0065 (0.0097) time: 1.1248 (1.1301) data: 0.0773 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:17:53,616 maskrcnn_benchmark.trainer INFO: eta: 20:36:43 iter: 4340 loss: 1.5651 (1.6101) loss_classifier: 0.0961 (0.1157) loss_box_reg: 0.1133 (0.1199) loss_objectness: 0.0202 (0.0514) loss_rpn_box_reg: 0.0202 (0.0248) loss_da_image: 0.6581 (0.6562) loss_da_instance: 0.6592 (0.6324) loss_da_consistency: 0.0071 (0.0097) time: 1.1230 (1.1301) data: 0.0780 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:18:16,122 maskrcnn_benchmark.trainer INFO: eta: 20:36:19 iter: 4360 loss: 1.5480 (1.6100) loss_classifier: 0.0808 (0.1156) loss_box_reg: 0.0694 (0.1198) loss_objectness: 0.0261 (0.0513) loss_rpn_box_reg: 0.0197 (0.0248) loss_da_image: 0.6611 (0.6562) loss_da_instance: 0.6618 (0.6326) loss_da_consistency: 0.0076 (0.0097) time: 1.1248 (1.1301) data: 0.0786 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:18:38,642 maskrcnn_benchmark.trainer INFO: eta: 20:35:56 iter: 4380 loss: 1.6421 (1.6102) loss_classifier: 0.1212 (0.1156) loss_box_reg: 0.1307 (0.1199) loss_objectness: 0.0272 (0.0513) loss_rpn_box_reg: 0.0169 (0.0248) loss_da_image: 0.6678 (0.6563) loss_da_instance: 0.6514 (0.6327) loss_da_consistency: 0.0069 (0.0096) time: 1.1254 (1.1301) data: 0.0770 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:19:01,110 maskrcnn_benchmark.trainer INFO: eta: 20:35:31 iter: 4400 loss: 1.5959 (1.6105) loss_classifier: 0.1065 (0.1156) loss_box_reg: 0.1082 (0.1201) loss_objectness: 0.0213 (0.0513) loss_rpn_box_reg: 0.0224 (0.0248) loss_da_image: 0.6565 (0.6563) loss_da_instance: 0.6515 (0.6328) loss_da_consistency: 0.0081 (0.0096) time: 1.1258 (1.1301) data: 0.0787 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:19:23,627 maskrcnn_benchmark.trainer INFO: eta: 20:35:07 iter: 4420 loss: 1.6240 (1.6106) loss_classifier: 0.0924 (0.1155) loss_box_reg: 0.1090 (0.1201) loss_objectness: 0.0247 (0.0512) loss_rpn_box_reg: 0.0184 (0.0248) loss_da_image: 0.6741 (0.6564) loss_da_instance: 0.6646 (0.6329) loss_da_consistency: 0.0078 (0.0096) time: 1.1237 (1.1300) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:19:46,074 maskrcnn_benchmark.trainer INFO: eta: 20:34:42 iter: 4440 loss: 1.5283 (1.6104) loss_classifier: 0.0763 (0.1154) loss_box_reg: 0.0988 (0.1200) loss_objectness: 0.0209 (0.0511) loss_rpn_box_reg: 0.0166 (0.0248) loss_da_image: 0.6685 (0.6564) loss_da_instance: 0.6414 (0.6330) loss_da_consistency: 0.0069 (0.0096) time: 1.1221 (1.1300) data: 0.0777 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:20:08,548 maskrcnn_benchmark.trainer INFO: eta: 20:34:18 iter: 4460 loss: 1.6473 (1.6106) loss_classifier: 0.1205 (0.1154) loss_box_reg: 0.1201 (0.1201) loss_objectness: 0.0313 (0.0511) loss_rpn_box_reg: 0.0188 (0.0248) loss_da_image: 0.6690 (0.6565) loss_da_instance: 0.6641 (0.6331) loss_da_consistency: 0.0077 (0.0096) time: 1.1232 (1.1300) data: 0.0769 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:20:30,945 maskrcnn_benchmark.trainer INFO: eta: 20:33:52 iter: 4480 loss: 1.5437 (1.6104) loss_classifier: 0.0882 (0.1153) loss_box_reg: 0.0858 (0.1199) loss_objectness: 0.0255 (0.0510) loss_rpn_box_reg: 0.0173 (0.0247) loss_da_image: 0.6709 (0.6566) loss_da_instance: 0.6552 (0.6332) loss_da_consistency: 0.0085 (0.0096) time: 1.1166 (1.1299) data: 0.0777 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:20:53,389 maskrcnn_benchmark.trainer INFO: eta: 20:33:27 iter: 4500 loss: 1.5658 (1.6103) loss_classifier: 0.0961 (0.1152) loss_box_reg: 0.0979 (0.1199) loss_objectness: 0.0206 (0.0508) loss_rpn_box_reg: 0.0115 (0.0247) loss_da_image: 0.6743 (0.6567) loss_da_instance: 0.6452 (0.6333) loss_da_consistency: 0.0083 (0.0096) time: 1.1219 (1.1299) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:21:15,860 maskrcnn_benchmark.trainer INFO: eta: 20:33:03 iter: 4520 loss: 1.5135 (1.6100) loss_classifier: 0.0731 (0.1150) loss_box_reg: 0.0784 (0.1198) loss_objectness: 0.0117 (0.0507) loss_rpn_box_reg: 0.0120 (0.0247) loss_da_image: 0.6745 (0.6567) loss_da_instance: 0.6429 (0.6334) loss_da_consistency: 0.0077 (0.0096) time: 1.1242 (1.1299) data: 0.0783 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:21:38,310 maskrcnn_benchmark.trainer INFO: eta: 20:32:38 iter: 4540 loss: 1.6011 (1.6099) loss_classifier: 0.1047 (0.1150) loss_box_reg: 0.1173 (0.1198) loss_objectness: 0.0245 (0.0506) loss_rpn_box_reg: 0.0122 (0.0246) loss_da_image: 0.6700 (0.6568) loss_da_instance: 0.6532 (0.6335) loss_da_consistency: 0.0079 (0.0096) time: 1.1231 (1.1298) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:22:00,763 maskrcnn_benchmark.trainer INFO: eta: 20:32:14 iter: 4560 loss: 1.5105 (1.6096) loss_classifier: 0.0555 (0.1148) loss_box_reg: 0.0625 (0.1196) loss_objectness: 0.0205 (0.0505) loss_rpn_box_reg: 0.0102 (0.0246) loss_da_image: 0.6522 (0.6568) loss_da_instance: 0.6466 (0.6336) loss_da_consistency: 0.0072 (0.0096) time: 1.1225 (1.1298) data: 0.0778 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:22:23,658 maskrcnn_benchmark.trainer INFO: eta: 20:31:55 iter: 4580 loss: 1.5205 (1.6093) loss_classifier: 0.0618 (0.1147) loss_box_reg: 0.0937 (0.1195) loss_objectness: 0.0135 (0.0504) loss_rpn_box_reg: 0.0084 (0.0246) loss_da_image: 0.6772 (0.6569) loss_da_instance: 0.6612 (0.6337) loss_da_consistency: 0.0091 (0.0096) time: 1.1220 (1.1299) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:22:46,162 maskrcnn_benchmark.trainer INFO: eta: 20:31:31 iter: 4600 loss: 1.5626 (1.6092) loss_classifier: 0.0693 (0.1146) loss_box_reg: 0.0927 (0.1195) loss_objectness: 0.0284 (0.0503) loss_rpn_box_reg: 0.0115 (0.0246) loss_da_image: 0.6705 (0.6570) loss_da_instance: 0.6456 (0.6338) loss_da_consistency: 0.0080 (0.0096) time: 1.1244 (1.1298) data: 0.0785 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:23:08,806 maskrcnn_benchmark.trainer INFO: eta: 20:31:09 iter: 4620 loss: 1.5163 (1.6089) loss_classifier: 0.0860 (0.1144) loss_box_reg: 0.0745 (0.1193) loss_objectness: 0.0147 (0.0502) loss_rpn_box_reg: 0.0103 (0.0245) loss_da_image: 0.6687 (0.6570) loss_da_instance: 0.6563 (0.6339) loss_da_consistency: 0.0080 (0.0096) time: 1.1275 (1.1299) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:23:31,439 maskrcnn_benchmark.trainer INFO: eta: 20:30:47 iter: 4640 loss: 1.5235 (1.6087) loss_classifier: 0.0660 (0.1143) loss_box_reg: 0.0688 (0.1193) loss_objectness: 0.0295 (0.0501) loss_rpn_box_reg: 0.0111 (0.0245) loss_da_image: 0.6677 (0.6571) loss_da_instance: 0.6442 (0.6339) loss_da_consistency: 0.0076 (0.0096) time: 1.1229 (1.1299) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:23:53,989 maskrcnn_benchmark.trainer INFO: eta: 20:30:24 iter: 4660 loss: 1.6469 (1.6089) loss_classifier: 0.1174 (0.1143) loss_box_reg: 0.1339 (0.1193) loss_objectness: 0.0343 (0.0501) loss_rpn_box_reg: 0.0200 (0.0245) loss_da_image: 0.6679 (0.6571) loss_da_instance: 0.6372 (0.6340) loss_da_consistency: 0.0093 (0.0096) time: 1.1276 (1.1299) data: 0.0807 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:24:16,355 maskrcnn_benchmark.trainer INFO: eta: 20:29:58 iter: 4680 loss: 1.6072 (1.6087) loss_classifier: 0.1075 (0.1143) loss_box_reg: 0.1300 (0.1193) loss_objectness: 0.0252 (0.0500) loss_rpn_box_reg: 0.0124 (0.0245) loss_da_image: 0.6532 (0.6571) loss_da_instance: 0.6475 (0.6340) loss_da_consistency: 0.0084 (0.0096) time: 1.1198 (1.1298) data: 0.0778 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:24:38,827 maskrcnn_benchmark.trainer INFO: eta: 20:29:34 iter: 4700 loss: 1.4594 (1.6082) loss_classifier: 0.0709 (0.1141) loss_box_reg: 0.0591 (0.1192) loss_objectness: 0.0127 (0.0499) loss_rpn_box_reg: 0.0104 (0.0244) loss_da_image: 0.6356 (0.6570) loss_da_instance: 0.6435 (0.6341) loss_da_consistency: 0.0094 (0.0096) time: 1.1208 (1.1298) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:25:01,316 maskrcnn_benchmark.trainer INFO: eta: 20:29:10 iter: 4720 loss: 1.4865 (1.6079) loss_classifier: 0.0799 (0.1140) loss_box_reg: 0.0597 (0.1191) loss_objectness: 0.0226 (0.0498) loss_rpn_box_reg: 0.0111 (0.0244) loss_da_image: 0.6399 (0.6570) loss_da_instance: 0.6452 (0.6341) loss_da_consistency: 0.0084 (0.0096) time: 1.1228 (1.1298) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:25:23,745 maskrcnn_benchmark.trainer INFO: eta: 20:28:45 iter: 4740 loss: 1.5898 (1.6080) loss_classifier: 0.1144 (0.1140) loss_box_reg: 0.1051 (0.1191) loss_objectness: 0.0284 (0.0497) loss_rpn_box_reg: 0.0144 (0.0244) loss_da_image: 0.6701 (0.6570) loss_da_instance: 0.6561 (0.6343) loss_da_consistency: 0.0074 (0.0095) time: 1.1219 (1.1297) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:25:46,221 maskrcnn_benchmark.trainer INFO: eta: 20:28:21 iter: 4760 loss: 1.5329 (1.6078) loss_classifier: 0.0871 (0.1139) loss_box_reg: 0.0694 (0.1190) loss_objectness: 0.0172 (0.0496) loss_rpn_box_reg: 0.0070 (0.0243) loss_da_image: 0.6530 (0.6570) loss_da_instance: 0.6732 (0.6344) loss_da_consistency: 0.0077 (0.0095) time: 1.1212 (1.1297) data: 0.0760 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:26:09,058 maskrcnn_benchmark.trainer INFO: eta: 20:28:02 iter: 4780 loss: 1.5931 (1.6078) loss_classifier: 0.1001 (0.1139) loss_box_reg: 0.0993 (0.1190) loss_objectness: 0.0260 (0.0496) loss_rpn_box_reg: 0.0212 (0.0243) loss_da_image: 0.6437 (0.6570) loss_da_instance: 0.6633 (0.6345) loss_da_consistency: 0.0067 (0.0095) time: 1.1265 (1.1297) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:26:31,586 maskrcnn_benchmark.trainer INFO: eta: 20:27:38 iter: 4800 loss: 1.5343 (1.6076) loss_classifier: 0.0777 (0.1139) loss_box_reg: 0.0759 (0.1189) loss_objectness: 0.0181 (0.0495) loss_rpn_box_reg: 0.0157 (0.0243) loss_da_image: 0.6473 (0.6569) loss_da_instance: 0.6440 (0.6346) loss_da_consistency: 0.0070 (0.0095) time: 1.1275 (1.1297) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:26:54,154 maskrcnn_benchmark.trainer INFO: eta: 20:27:15 iter: 4820 loss: 1.6260 (1.6076) loss_classifier: 0.1177 (0.1139) loss_box_reg: 0.1156 (0.1189) loss_objectness: 0.0242 (0.0494) loss_rpn_box_reg: 0.0178 (0.0243) loss_da_image: 0.6482 (0.6569) loss_da_instance: 0.6578 (0.6347) loss_da_consistency: 0.0079 (0.0095) time: 1.1270 (1.1297) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:27:16,706 maskrcnn_benchmark.trainer INFO: eta: 20:26:52 iter: 4840 loss: 1.6008 (1.6076) loss_classifier: 0.1065 (0.1139) loss_box_reg: 0.1453 (0.1190) loss_objectness: 0.0177 (0.0493) loss_rpn_box_reg: 0.0139 (0.0243) loss_da_image: 0.6498 (0.6569) loss_da_instance: 0.6479 (0.6347) loss_da_consistency: 0.0079 (0.0095) time: 1.1301 (1.1297) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:27:39,298 maskrcnn_benchmark.trainer INFO: eta: 20:26:29 iter: 4860 loss: 1.5089 (1.6075) loss_classifier: 0.0890 (0.1139) loss_box_reg: 0.1044 (0.1190) loss_objectness: 0.0272 (0.0492) loss_rpn_box_reg: 0.0131 (0.0242) loss_da_image: 0.6459 (0.6568) loss_da_instance: 0.6584 (0.6349) loss_da_consistency: 0.0068 (0.0095) time: 1.1311 (1.1297) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:28:01,914 maskrcnn_benchmark.trainer INFO: eta: 20:26:07 iter: 4880 loss: 1.5933 (1.6075) loss_classifier: 0.1045 (0.1138) loss_box_reg: 0.1414 (0.1191) loss_objectness: 0.0253 (0.0492) loss_rpn_box_reg: 0.0211 (0.0242) loss_da_image: 0.6458 (0.6568) loss_da_instance: 0.6397 (0.6349) loss_da_consistency: 0.0081 (0.0095) time: 1.1249 (1.1297) data: 0.0799 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:28:24,363 maskrcnn_benchmark.trainer INFO: eta: 20:25:42 iter: 4900 loss: 1.4898 (1.6073) loss_classifier: 0.0770 (0.1137) loss_box_reg: 0.0758 (0.1190) loss_objectness: 0.0175 (0.0490) loss_rpn_box_reg: 0.0134 (0.0242) loss_da_image: 0.6539 (0.6568) loss_da_instance: 0.6425 (0.6350) loss_da_consistency: 0.0069 (0.0095) time: 1.1214 (1.1297) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:28:46,803 maskrcnn_benchmark.trainer INFO: eta: 20:25:18 iter: 4920 loss: 1.4871 (1.6070) loss_classifier: 0.0934 (0.1137) loss_box_reg: 0.0990 (0.1190) loss_objectness: 0.0157 (0.0489) loss_rpn_box_reg: 0.0133 (0.0242) loss_da_image: 0.6541 (0.6568) loss_da_instance: 0.6535 (0.6350) loss_da_consistency: 0.0075 (0.0095) time: 1.1207 (1.1297) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:29:09,321 maskrcnn_benchmark.trainer INFO: eta: 20:24:54 iter: 4940 loss: 1.5412 (1.6069) loss_classifier: 0.0921 (0.1137) loss_box_reg: 0.1088 (0.1190) loss_objectness: 0.0123 (0.0488) loss_rpn_box_reg: 0.0140 (0.0242) loss_da_image: 0.6477 (0.6568) loss_da_instance: 0.6532 (0.6351) loss_da_consistency: 0.0076 (0.0095) time: 1.1244 (1.1296) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:29:31,992 maskrcnn_benchmark.trainer INFO: eta: 20:24:33 iter: 4960 loss: 1.5551 (1.6067) loss_classifier: 0.1062 (0.1136) loss_box_reg: 0.0745 (0.1189) loss_objectness: 0.0218 (0.0487) loss_rpn_box_reg: 0.0155 (0.0241) loss_da_image: 0.6525 (0.6568) loss_da_instance: 0.6546 (0.6352) loss_da_consistency: 0.0078 (0.0095) time: 1.1286 (1.1297) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:29:54,553 maskrcnn_benchmark.trainer INFO: eta: 20:24:10 iter: 4980 loss: 1.5770 (1.6066) loss_classifier: 0.1117 (0.1136) loss_box_reg: 0.1146 (0.1189) loss_objectness: 0.0225 (0.0486) loss_rpn_box_reg: 0.0150 (0.0241) loss_da_image: 0.6491 (0.6567) loss_da_instance: 0.6408 (0.6352) loss_da_consistency: 0.0086 (0.0094) time: 1.1300 (1.1297) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:30:17,038 maskrcnn_benchmark.trainer INFO: eta: 20:23:46 iter: 5000 loss: 1.4919 (1.6064) loss_classifier: 0.0764 (0.1135) loss_box_reg: 0.1006 (0.1188) loss_objectness: 0.0164 (0.0485) loss_rpn_box_reg: 0.0153 (0.0241) loss_da_image: 0.6520 (0.6567) loss_da_instance: 0.6564 (0.6353) loss_da_consistency: 0.0081 (0.0094) time: 1.1240 (1.1296) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:30:17,040 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0005000.pth
2019-10-03 11:30:39,824 maskrcnn_benchmark.trainer INFO: eta: 20:23:26 iter: 5020 loss: 1.5440 (1.6062) loss_classifier: 0.0724 (0.1134) loss_box_reg: 0.0991 (0.1188) loss_objectness: 0.0304 (0.0485) loss_rpn_box_reg: 0.0100 (0.0241) loss_da_image: 0.6468 (0.6567) loss_da_instance: 0.6392 (0.6353) loss_da_consistency: 0.0093 (0.0094) time: 1.1171 (1.1297) data: 0.0794 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:31:02,294 maskrcnn_benchmark.trainer INFO: eta: 20:23:01 iter: 5040 loss: 1.5070 (1.6061) loss_classifier: 0.0832 (0.1134) loss_box_reg: 0.1022 (0.1187) loss_objectness: 0.0168 (0.0484) loss_rpn_box_reg: 0.0135 (0.0240) loss_da_image: 0.6484 (0.6567) loss_da_instance: 0.6526 (0.6354) loss_da_consistency: 0.0081 (0.0094) time: 1.1240 (1.1296) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:31:24,737 maskrcnn_benchmark.trainer INFO: eta: 20:22:37 iter: 5060 loss: 1.5465 (1.6058) loss_classifier: 0.0873 (0.1133) loss_box_reg: 0.0872 (0.1186) loss_objectness: 0.0186 (0.0483) loss_rpn_box_reg: 0.0109 (0.0240) loss_da_image: 0.6503 (0.6567) loss_da_instance: 0.6552 (0.6355) loss_da_consistency: 0.0071 (0.0094) time: 1.1216 (1.1296) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:31:47,248 maskrcnn_benchmark.trainer INFO: eta: 20:22:13 iter: 5080 loss: 1.5703 (1.6056) loss_classifier: 0.0842 (0.1132) loss_box_reg: 0.0691 (0.1185) loss_objectness: 0.0259 (0.0482) loss_rpn_box_reg: 0.0110 (0.0240) loss_da_image: 0.6539 (0.6567) loss_da_instance: 0.6516 (0.6356) loss_da_consistency: 0.0073 (0.0094) time: 1.1254 (1.1296) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:32:09,871 maskrcnn_benchmark.trainer INFO: eta: 20:21:51 iter: 5100 loss: 1.4565 (1.6053) loss_classifier: 0.0583 (0.1131) loss_box_reg: 0.0612 (0.1184) loss_objectness: 0.0152 (0.0481) loss_rpn_box_reg: 0.0084 (0.0239) loss_da_image: 0.6603 (0.6567) loss_da_instance: 0.6686 (0.6357) loss_da_consistency: 0.0063 (0.0094) time: 1.1279 (1.1296) data: 0.0778 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:32:32,499 maskrcnn_benchmark.trainer INFO: eta: 20:21:29 iter: 5120 loss: 1.5336 (1.6052) loss_classifier: 0.0853 (0.1131) loss_box_reg: 0.0757 (0.1183) loss_objectness: 0.0203 (0.0480) loss_rpn_box_reg: 0.0146 (0.0239) loss_da_image: 0.6518 (0.6567) loss_da_instance: 0.6455 (0.6357) loss_da_consistency: 0.0082 (0.0094) time: 1.1234 (1.1296) data: 0.0785 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:32:55,047 maskrcnn_benchmark.trainer INFO: eta: 20:21:06 iter: 5140 loss: 1.4812 (1.6048) loss_classifier: 0.0656 (0.1130) loss_box_reg: 0.0542 (0.1182) loss_objectness: 0.0184 (0.0480) loss_rpn_box_reg: 0.0052 (0.0239) loss_da_image: 0.6497 (0.6566) loss_da_instance: 0.6520 (0.6358) loss_da_consistency: 0.0087 (0.0094) time: 1.1291 (1.1296) data: 0.0786 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:33:17,543 maskrcnn_benchmark.trainer INFO: eta: 20:20:42 iter: 5160 loss: 1.5166 (1.6046) loss_classifier: 0.0782 (0.1128) loss_box_reg: 0.0788 (0.1181) loss_objectness: 0.0243 (0.0479) loss_rpn_box_reg: 0.0104 (0.0238) loss_da_image: 0.6626 (0.6567) loss_da_instance: 0.6588 (0.6359) loss_da_consistency: 0.0078 (0.0094) time: 1.1247 (1.1296) data: 0.0777 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:33:40,055 maskrcnn_benchmark.trainer INFO: eta: 20:20:18 iter: 5180 loss: 1.5362 (1.6046) loss_classifier: 0.0788 (0.1128) loss_box_reg: 0.1065 (0.1181) loss_objectness: 0.0214 (0.0478) loss_rpn_box_reg: 0.0204 (0.0238) loss_da_image: 0.6631 (0.6567) loss_da_instance: 0.6501 (0.6360) loss_da_consistency: 0.0086 (0.0094) time: 1.1215 (1.1296) data: 0.0772 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:34:02,668 maskrcnn_benchmark.trainer INFO: eta: 20:19:56 iter: 5200 loss: 1.4399 (1.6043) loss_classifier: 0.0536 (0.1127) loss_box_reg: 0.0512 (0.1179) loss_objectness: 0.0138 (0.0477) loss_rpn_box_reg: 0.0106 (0.0238) loss_da_image: 0.6443 (0.6567) loss_da_instance: 0.6509 (0.6361) loss_da_consistency: 0.0075 (0.0094) time: 1.1241 (1.1296) data: 0.0776 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:34:25,162 maskrcnn_benchmark.trainer INFO: eta: 20:19:32 iter: 5220 loss: 1.4983 (1.6041) loss_classifier: 0.0740 (0.1127) loss_box_reg: 0.0645 (0.1179) loss_objectness: 0.0193 (0.0476) loss_rpn_box_reg: 0.0083 (0.0238) loss_da_image: 0.6630 (0.6567) loss_da_instance: 0.6606 (0.6362) loss_da_consistency: 0.0066 (0.0094) time: 1.1226 (1.1296) data: 0.0768 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:34:47,596 maskrcnn_benchmark.trainer INFO: eta: 20:19:08 iter: 5240 loss: 1.4604 (1.6037) loss_classifier: 0.0514 (0.1125) loss_box_reg: 0.0512 (0.1177) loss_objectness: 0.0176 (0.0475) loss_rpn_box_reg: 0.0100 (0.0237) loss_da_image: 0.6521 (0.6567) loss_da_instance: 0.6402 (0.6362) loss_da_consistency: 0.0084 (0.0094) time: 1.1191 (1.1295) data: 0.0773 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:35:10,094 maskrcnn_benchmark.trainer INFO: eta: 20:18:44 iter: 5260 loss: 1.5502 (1.6037) loss_classifier: 0.0919 (0.1125) loss_box_reg: 0.0927 (0.1177) loss_objectness: 0.0280 (0.0474) loss_rpn_box_reg: 0.0160 (0.0237) loss_da_image: 0.6524 (0.6567) loss_da_instance: 0.6588 (0.6363) loss_da_consistency: 0.0071 (0.0094) time: 1.1253 (1.1295) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:35:32,856 maskrcnn_benchmark.trainer INFO: eta: 20:18:23 iter: 5280 loss: 1.5548 (1.6036) loss_classifier: 0.0996 (0.1124) loss_box_reg: 0.1029 (0.1177) loss_objectness: 0.0229 (0.0474) loss_rpn_box_reg: 0.0223 (0.0237) loss_da_image: 0.6575 (0.6567) loss_da_instance: 0.6455 (0.6364) loss_da_consistency: 0.0075 (0.0094) time: 1.1280 (1.1295) data: 0.0795 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:35:55,409 maskrcnn_benchmark.trainer INFO: eta: 20:18:00 iter: 5300 loss: 1.5605 (1.6035) loss_classifier: 0.0982 (0.1124) loss_box_reg: 0.0797 (0.1176) loss_objectness: 0.0231 (0.0473) loss_rpn_box_reg: 0.0197 (0.0237) loss_da_image: 0.6621 (0.6567) loss_da_instance: 0.6512 (0.6365) loss_da_consistency: 0.0061 (0.0094) time: 1.1257 (1.1295) data: 0.0768 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:36:17,944 maskrcnn_benchmark.trainer INFO: eta: 20:17:37 iter: 5320 loss: 1.5572 (1.6036) loss_classifier: 0.1017 (0.1124) loss_box_reg: 0.0759 (0.1176) loss_objectness: 0.0210 (0.0472) loss_rpn_box_reg: 0.0118 (0.0237) loss_da_image: 0.6624 (0.6567) loss_da_instance: 0.6675 (0.6366) loss_da_consistency: 0.0060 (0.0093) time: 1.1255 (1.1295) data: 0.0790 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:36:40,491 maskrcnn_benchmark.trainer INFO: eta: 20:17:14 iter: 5340 loss: 1.5055 (1.6034) loss_classifier: 0.0769 (0.1123) loss_box_reg: 0.0722 (0.1175) loss_objectness: 0.0195 (0.0472) loss_rpn_box_reg: 0.0049 (0.0236) loss_da_image: 0.6540 (0.6567) loss_da_instance: 0.6581 (0.6367) loss_da_consistency: 0.0060 (0.0093) time: 1.1261 (1.1295) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:37:03,079 maskrcnn_benchmark.trainer INFO: eta: 20:16:51 iter: 5360 loss: 1.5100 (1.6032) loss_classifier: 0.0672 (0.1122) loss_box_reg: 0.0646 (0.1175) loss_objectness: 0.0185 (0.0471) loss_rpn_box_reg: 0.0074 (0.0236) loss_da_image: 0.6599 (0.6567) loss_da_instance: 0.6584 (0.6368) loss_da_consistency: 0.0077 (0.0093) time: 1.1279 (1.1295) data: 0.0792 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:37:25,660 maskrcnn_benchmark.trainer INFO: eta: 20:16:29 iter: 5380 loss: 1.5984 (1.6032) loss_classifier: 0.1005 (0.1122) loss_box_reg: 0.0944 (0.1175) loss_objectness: 0.0232 (0.0470) loss_rpn_box_reg: 0.0175 (0.0236) loss_da_image: 0.6622 (0.6568) loss_da_instance: 0.6538 (0.6369) loss_da_consistency: 0.0069 (0.0093) time: 1.1280 (1.1295) data: 0.0793 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:37:48,256 maskrcnn_benchmark.trainer INFO: eta: 20:16:06 iter: 5400 loss: 1.5212 (1.6030) loss_classifier: 0.0741 (0.1121) loss_box_reg: 0.0774 (0.1174) loss_objectness: 0.0205 (0.0469) loss_rpn_box_reg: 0.0120 (0.0236) loss_da_image: 0.6503 (0.6567) loss_da_instance: 0.6505 (0.6369) loss_da_consistency: 0.0063 (0.0093) time: 1.1326 (1.1295) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:38:10,745 maskrcnn_benchmark.trainer INFO: eta: 20:15:42 iter: 5420 loss: 1.5250 (1.6029) loss_classifier: 0.0736 (0.1121) loss_box_reg: 0.0807 (0.1173) loss_objectness: 0.0220 (0.0469) loss_rpn_box_reg: 0.0129 (0.0236) loss_da_image: 0.6639 (0.6568) loss_da_instance: 0.6629 (0.6370) loss_da_consistency: 0.0068 (0.0093) time: 1.1230 (1.1295) data: 0.0791 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:38:33,534 maskrcnn_benchmark.trainer INFO: eta: 20:15:22 iter: 5440 loss: 1.6198 (1.6030) loss_classifier: 0.1289 (0.1121) loss_box_reg: 0.1103 (0.1174) loss_objectness: 0.0311 (0.0468) loss_rpn_box_reg: 0.0187 (0.0236) loss_da_image: 0.6498 (0.6568) loss_da_instance: 0.6481 (0.6371) loss_da_consistency: 0.0086 (0.0093) time: 1.1241 (1.1295) data: 0.0791 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:38:56,079 maskrcnn_benchmark.trainer INFO: eta: 20:14:59 iter: 5460 loss: 1.3957 (1.6025) loss_classifier: 0.0698 (0.1120) loss_box_reg: 0.0426 (0.1172) loss_objectness: 0.0103 (0.0467) loss_rpn_box_reg: 0.0059 (0.0235) loss_da_image: 0.6320 (0.6567) loss_da_instance: 0.6358 (0.6371) loss_da_consistency: 0.0079 (0.0093) time: 1.1220 (1.1295) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:39:18,507 maskrcnn_benchmark.trainer INFO: eta: 20:14:35 iter: 5480 loss: 1.5470 (1.6024) loss_classifier: 0.0766 (0.1119) loss_box_reg: 0.0908 (0.1172) loss_objectness: 0.0224 (0.0466) loss_rpn_box_reg: 0.0057 (0.0235) loss_da_image: 0.6676 (0.6567) loss_da_instance: 0.6692 (0.6372) loss_da_consistency: 0.0096 (0.0093) time: 1.1212 (1.1295) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:39:40,947 maskrcnn_benchmark.trainer INFO: eta: 20:14:10 iter: 5500 loss: 1.5486 (1.6022) loss_classifier: 0.0837 (0.1118) loss_box_reg: 0.0861 (0.1171) loss_objectness: 0.0183 (0.0466) loss_rpn_box_reg: 0.0123 (0.0235) loss_da_image: 0.6612 (0.6567) loss_da_instance: 0.6440 (0.6373) loss_da_consistency: 0.0080 (0.0093) time: 1.1226 (1.1295) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:40:03,443 maskrcnn_benchmark.trainer INFO: eta: 20:13:46 iter: 5520 loss: 1.4977 (1.6020) loss_classifier: 0.0616 (0.1117) loss_box_reg: 0.0620 (0.1170) loss_objectness: 0.0193 (0.0465) loss_rpn_box_reg: 0.0182 (0.0235) loss_da_image: 0.6542 (0.6567) loss_da_instance: 0.6588 (0.6373) loss_da_consistency: 0.0074 (0.0093) time: 1.1250 (1.1295) data: 0.0784 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:40:25,980 maskrcnn_benchmark.trainer INFO: eta: 20:13:23 iter: 5540 loss: 1.5709 (1.6019) loss_classifier: 0.1071 (0.1117) loss_box_reg: 0.0993 (0.1169) loss_objectness: 0.0300 (0.0465) loss_rpn_box_reg: 0.0124 (0.0235) loss_da_image: 0.6581 (0.6567) loss_da_instance: 0.6533 (0.6373) loss_da_consistency: 0.0070 (0.0093) time: 1.1285 (1.1294) data: 0.0792 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:40:48,491 maskrcnn_benchmark.trainer INFO: eta: 20:13:00 iter: 5560 loss: 1.4890 (1.6016) loss_classifier: 0.0636 (0.1115) loss_box_reg: 0.0665 (0.1168) loss_objectness: 0.0146 (0.0464) loss_rpn_box_reg: 0.0088 (0.0234) loss_da_image: 0.6611 (0.6568) loss_da_instance: 0.6525 (0.6374) loss_da_consistency: 0.0068 (0.0093) time: 1.1279 (1.1294) data: 0.0774 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:41:11,133 maskrcnn_benchmark.trainer INFO: eta: 20:12:38 iter: 5580 loss: 1.4909 (1.6013) loss_classifier: 0.0599 (0.1113) loss_box_reg: 0.0701 (0.1167) loss_objectness: 0.0106 (0.0463) loss_rpn_box_reg: 0.0108 (0.0234) loss_da_image: 0.6665 (0.6568) loss_da_instance: 0.6656 (0.6375) loss_da_consistency: 0.0070 (0.0093) time: 1.1234 (1.1294) data: 0.0766 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:41:33,669 maskrcnn_benchmark.trainer INFO: eta: 20:12:15 iter: 5600 loss: 1.5241 (1.6011) loss_classifier: 0.0938 (0.1113) loss_box_reg: 0.0752 (0.1166) loss_objectness: 0.0189 (0.0462) loss_rpn_box_reg: 0.0091 (0.0234) loss_da_image: 0.6591 (0.6568) loss_da_instance: 0.6660 (0.6376) loss_da_consistency: 0.0074 (0.0092) time: 1.1264 (1.1294) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:41:56,292 maskrcnn_benchmark.trainer INFO: eta: 20:11:52 iter: 5620 loss: 1.5978 (1.6011) loss_classifier: 0.0951 (0.1112) loss_box_reg: 0.1105 (0.1166) loss_objectness: 0.0152 (0.0461) loss_rpn_box_reg: 0.0200 (0.0234) loss_da_image: 0.6687 (0.6569) loss_da_instance: 0.6629 (0.6377) loss_da_consistency: 0.0085 (0.0092) time: 1.1239 (1.1294) data: 0.0789 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:42:19,013 maskrcnn_benchmark.trainer INFO: eta: 20:11:31 iter: 5640 loss: 1.5117 (1.6008) loss_classifier: 0.0569 (0.1111) loss_box_reg: 0.0630 (0.1165) loss_objectness: 0.0135 (0.0460) loss_rpn_box_reg: 0.0071 (0.0233) loss_da_image: 0.6736 (0.6569) loss_da_instance: 0.6636 (0.6377) loss_da_consistency: 0.0072 (0.0092) time: 1.1259 (1.1295) data: 0.0786 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:42:41,497 maskrcnn_benchmark.trainer INFO: eta: 20:11:08 iter: 5660 loss: 1.5345 (1.6007) loss_classifier: 0.0673 (0.1110) loss_box_reg: 0.0777 (0.1164) loss_objectness: 0.0182 (0.0460) loss_rpn_box_reg: 0.0109 (0.0233) loss_da_image: 0.6725 (0.6570) loss_da_instance: 0.6656 (0.6379) loss_da_consistency: 0.0059 (0.0092) time: 1.1238 (1.1294) data: 0.0757 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:43:04,004 maskrcnn_benchmark.trainer INFO: eta: 20:10:44 iter: 5680 loss: 1.5355 (1.6006) loss_classifier: 0.0764 (0.1109) loss_box_reg: 0.0997 (0.1163) loss_objectness: 0.0190 (0.0459) loss_rpn_box_reg: 0.0098 (0.0233) loss_da_image: 0.6730 (0.6570) loss_da_instance: 0.6517 (0.6379) loss_da_consistency: 0.0074 (0.0092) time: 1.1249 (1.1294) data: 0.0801 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:43:26,494 maskrcnn_benchmark.trainer INFO: eta: 20:10:20 iter: 5700 loss: 1.5274 (1.6004) loss_classifier: 0.0832 (0.1108) loss_box_reg: 0.0633 (0.1162) loss_objectness: 0.0215 (0.0458) loss_rpn_box_reg: 0.0166 (0.0233) loss_da_image: 0.6709 (0.6571) loss_da_instance: 0.6692 (0.6380) loss_da_consistency: 0.0062 (0.0092) time: 1.1255 (1.1294) data: 0.0774 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:43:49,075 maskrcnn_benchmark.trainer INFO: eta: 20:09:58 iter: 5720 loss: 1.5012 (1.6002) loss_classifier: 0.0476 (0.1107) loss_box_reg: 0.0786 (0.1161) loss_objectness: 0.0132 (0.0457) loss_rpn_box_reg: 0.0074 (0.0233) loss_da_image: 0.6688 (0.6571) loss_da_instance: 0.6514 (0.6381) loss_da_consistency: 0.0080 (0.0092) time: 1.1252 (1.1294) data: 0.0765 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:44:11,532 maskrcnn_benchmark.trainer INFO: eta: 20:09:34 iter: 5740 loss: 1.5313 (1.6001) loss_classifier: 0.0849 (0.1106) loss_box_reg: 0.0839 (0.1160) loss_objectness: 0.0212 (0.0457) loss_rpn_box_reg: 0.0126 (0.0232) loss_da_image: 0.6627 (0.6571) loss_da_instance: 0.6651 (0.6382) loss_da_consistency: 0.0077 (0.0092) time: 1.1244 (1.1294) data: 0.0771 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:44:34,007 maskrcnn_benchmark.trainer INFO: eta: 20:09:10 iter: 5760 loss: 1.5388 (1.5999) loss_classifier: 0.0940 (0.1106) loss_box_reg: 0.1043 (0.1160) loss_objectness: 0.0206 (0.0456) loss_rpn_box_reg: 0.0152 (0.0232) loss_da_image: 0.6577 (0.6572) loss_da_instance: 0.6405 (0.6382) loss_da_consistency: 0.0083 (0.0092) time: 1.1229 (1.1294) data: 0.0791 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:44:56,624 maskrcnn_benchmark.trainer INFO: eta: 20:08:48 iter: 5780 loss: 1.5373 (1.5999) loss_classifier: 0.0686 (0.1105) loss_box_reg: 0.0979 (0.1159) loss_objectness: 0.0385 (0.0456) loss_rpn_box_reg: 0.0075 (0.0232) loss_da_image: 0.6706 (0.6572) loss_da_instance: 0.6651 (0.6383) loss_da_consistency: 0.0086 (0.0092) time: 1.1228 (1.1294) data: 0.0764 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:45:19,416 maskrcnn_benchmark.trainer INFO: eta: 20:08:27 iter: 5800 loss: 1.4862 (1.5997) loss_classifier: 0.0813 (0.1104) loss_box_reg: 0.0821 (0.1159) loss_objectness: 0.0145 (0.0455) loss_rpn_box_reg: 0.0069 (0.0232) loss_da_image: 0.6447 (0.6572) loss_da_instance: 0.6541 (0.6384) loss_da_consistency: 0.0084 (0.0092) time: 1.1287 (1.1294) data: 0.0759 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:45:41,994 maskrcnn_benchmark.trainer INFO: eta: 20:08:05 iter: 5820 loss: 1.4597 (1.5994) loss_classifier: 0.0805 (0.1103) loss_box_reg: 0.0677 (0.1158) loss_objectness: 0.0178 (0.0455) loss_rpn_box_reg: 0.0096 (0.0232) loss_da_image: 0.6313 (0.6571) loss_da_instance: 0.6378 (0.6384) loss_da_consistency: 0.0089 (0.0092) time: 1.1268 (1.1294) data: 0.0775 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:46:04,527 maskrcnn_benchmark.trainer INFO: eta: 20:07:41 iter: 5840 loss: 1.4804 (1.5991) loss_classifier: 0.0699 (0.1102) loss_box_reg: 0.0520 (0.1157) loss_objectness: 0.0228 (0.0454) loss_rpn_box_reg: 0.0129 (0.0231) loss_da_image: 0.6386 (0.6570) loss_da_instance: 0.6486 (0.6385) loss_da_consistency: 0.0085 (0.0092) time: 1.1224 (1.1294) data: 0.0790 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:46:27,141 maskrcnn_benchmark.trainer INFO: eta: 20:07:19 iter: 5860 loss: 1.5171 (1.5989) loss_classifier: 0.0908 (0.1101) loss_box_reg: 0.0676 (0.1156) loss_objectness: 0.0245 (0.0454) loss_rpn_box_reg: 0.0152 (0.0231) loss_da_image: 0.6303 (0.6569) loss_da_instance: 0.6538 (0.6385) loss_da_consistency: 0.0082 (0.0092) time: 1.1304 (1.1294) data: 0.0778 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:46:50,191 maskrcnn_benchmark.trainer INFO: eta: 20:07:01 iter: 5880 loss: 1.4573 (1.5986) loss_classifier: 0.0587 (0.1100) loss_box_reg: 0.0749 (0.1156) loss_objectness: 0.0177 (0.0453) loss_rpn_box_reg: 0.0141 (0.0231) loss_da_image: 0.6355 (0.6569) loss_da_instance: 0.6501 (0.6386) loss_da_consistency: 0.0081 (0.0092) time: 1.1282 (1.1295) data: 0.0774 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:47:12,820 maskrcnn_benchmark.trainer INFO: eta: 20:06:39 iter: 5900 loss: 1.4937 (1.5984) loss_classifier: 0.0740 (0.1100) loss_box_reg: 0.0914 (0.1155) loss_objectness: 0.0276 (0.0453) loss_rpn_box_reg: 0.0201 (0.0231) loss_da_image: 0.6294 (0.6568) loss_da_instance: 0.6498 (0.6386) loss_da_consistency: 0.0083 (0.0092) time: 1.1299 (1.1295) data: 0.0788 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:47:35,504 maskrcnn_benchmark.trainer INFO: eta: 20:06:18 iter: 5920 loss: 1.4566 (1.5982) loss_classifier: 0.0664 (0.1099) loss_box_reg: 0.0625 (0.1154) loss_objectness: 0.0252 (0.0452) loss_rpn_box_reg: 0.0147 (0.0231) loss_da_image: 0.6360 (0.6567) loss_da_instance: 0.6453 (0.6386) loss_da_consistency: 0.0072 (0.0092) time: 1.1302 (1.1295) data: 0.0777 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:47:57,970 maskrcnn_benchmark.trainer INFO: eta: 20:05:54 iter: 5940 loss: 1.5193 (1.5981) loss_classifier: 0.0924 (0.1099) loss_box_reg: 0.0959 (0.1154) loss_objectness: 0.0224 (0.0452) loss_rpn_box_reg: 0.0110 (0.0231) loss_da_image: 0.6289 (0.6567) loss_da_instance: 0.6460 (0.6387) loss_da_consistency: 0.0086 (0.0092) time: 1.1246 (1.1295) data: 0.0795 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:48:20,486 maskrcnn_benchmark.trainer INFO: eta: 20:05:30 iter: 5960 loss: 1.5428 (1.5979) loss_classifier: 0.1066 (0.1099) loss_box_reg: 0.0928 (0.1153) loss_objectness: 0.0197 (0.0451) loss_rpn_box_reg: 0.0203 (0.0231) loss_da_image: 0.6274 (0.6566) loss_da_instance: 0.6544 (0.6388) loss_da_consistency: 0.0085 (0.0092) time: 1.1256 (1.1295) data: 0.0781 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:48:43,151 maskrcnn_benchmark.trainer INFO: eta: 20:05:09 iter: 5980 loss: 1.4764 (1.5976) loss_classifier: 0.0645 (0.1098) loss_box_reg: 0.1016 (0.1153) loss_objectness: 0.0182 (0.0451) loss_rpn_box_reg: 0.0086 (0.0231) loss_da_image: 0.6265 (0.6565) loss_da_instance: 0.6464 (0.6388) loss_da_consistency: 0.0080 (0.0092) time: 1.1271 (1.1295) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:49:06,417 maskrcnn_benchmark.trainer INFO: eta: 20:04:53 iter: 6000 loss: 1.4795 (1.5973) loss_classifier: 0.0619 (0.1097) loss_box_reg: 0.0718 (0.1152) loss_objectness: 0.0161 (0.0450) loss_rpn_box_reg: 0.0097 (0.0231) loss_da_image: 0.6362 (0.6564) loss_da_instance: 0.6511 (0.6388) loss_da_consistency: 0.0071 (0.0092) time: 1.1310 (1.1296) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:49:29,027 maskrcnn_benchmark.trainer INFO: eta: 20:04:31 iter: 6020 loss: 1.5331 (1.5973) loss_classifier: 0.0764 (0.1097) loss_box_reg: 0.1231 (0.1152) loss_objectness: 0.0145 (0.0449) loss_rpn_box_reg: 0.0134 (0.0230) loss_da_image: 0.6330 (0.6564) loss_da_instance: 0.6589 (0.6389) loss_da_consistency: 0.0089 (0.0092) time: 1.1243 (1.1296) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:49:51,580 maskrcnn_benchmark.trainer INFO: eta: 20:04:08 iter: 6040 loss: 1.5123 (1.5971) loss_classifier: 0.0972 (0.1096) loss_box_reg: 0.0684 (0.1152) loss_objectness: 0.0248 (0.0449) loss_rpn_box_reg: 0.0158 (0.0231) loss_da_image: 0.6364 (0.6563) loss_da_instance: 0.6567 (0.6389) loss_da_consistency: 0.0073 (0.0092) time: 1.1269 (1.1296) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:50:14,198 maskrcnn_benchmark.trainer INFO: eta: 20:03:46 iter: 6060 loss: 1.4890 (1.5968) loss_classifier: 0.0705 (0.1095) loss_box_reg: 0.0833 (0.1150) loss_objectness: 0.0248 (0.0448) loss_rpn_box_reg: 0.0116 (0.0230) loss_da_image: 0.6478 (0.6563) loss_da_instance: 0.6460 (0.6390) loss_da_consistency: 0.0088 (0.0092) time: 1.1297 (1.1296) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:50:36,950 maskrcnn_benchmark.trainer INFO: eta: 20:03:25 iter: 6080 loss: 1.4822 (1.5966) loss_classifier: 0.0720 (0.1095) loss_box_reg: 0.0792 (0.1150) loss_objectness: 0.0181 (0.0447) loss_rpn_box_reg: 0.0113 (0.0230) loss_da_image: 0.6539 (0.6562) loss_da_instance: 0.6509 (0.6390) loss_da_consistency: 0.0077 (0.0091) time: 1.1362 (1.1296) data: 0.0799 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:50:59,594 maskrcnn_benchmark.trainer INFO: eta: 20:03:03 iter: 6100 loss: 1.5721 (1.5965) loss_classifier: 0.0773 (0.1094) loss_box_reg: 0.1139 (0.1150) loss_objectness: 0.0280 (0.0447) loss_rpn_box_reg: 0.0272 (0.0230) loss_da_image: 0.6432 (0.6562) loss_da_instance: 0.6543 (0.6391) loss_da_consistency: 0.0069 (0.0091) time: 1.1270 (1.1296) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:51:22,215 maskrcnn_benchmark.trainer INFO: eta: 20:02:40 iter: 6120 loss: 1.5637 (1.5965) loss_classifier: 0.1024 (0.1094) loss_box_reg: 0.1405 (0.1150) loss_objectness: 0.0209 (0.0446) loss_rpn_box_reg: 0.0121 (0.0230) loss_da_image: 0.6466 (0.6562) loss_da_instance: 0.6495 (0.6391) loss_da_consistency: 0.0074 (0.0091) time: 1.1252 (1.1296) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:51:44,726 maskrcnn_benchmark.trainer INFO: eta: 20:02:17 iter: 6140 loss: 1.4374 (1.5962) loss_classifier: 0.0538 (0.1093) loss_box_reg: 0.0397 (0.1149) loss_objectness: 0.0152 (0.0445) loss_rpn_box_reg: 0.0078 (0.0230) loss_da_image: 0.6538 (0.6562) loss_da_instance: 0.6663 (0.6392) loss_da_consistency: 0.0078 (0.0091) time: 1.1242 (1.1296) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:52:07,279 maskrcnn_benchmark.trainer INFO: eta: 20:01:54 iter: 6160 loss: 1.4861 (1.5959) loss_classifier: 0.0673 (0.1092) loss_box_reg: 0.0577 (0.1148) loss_objectness: 0.0162 (0.0444) loss_rpn_box_reg: 0.0121 (0.0229) loss_da_image: 0.6611 (0.6562) loss_da_instance: 0.6481 (0.6393) loss_da_consistency: 0.0076 (0.0091) time: 1.1269 (1.1296) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:52:29,784 maskrcnn_benchmark.trainer INFO: eta: 20:01:30 iter: 6180 loss: 1.5476 (1.5958) loss_classifier: 0.1027 (0.1092) loss_box_reg: 0.0957 (0.1147) loss_objectness: 0.0195 (0.0444) loss_rpn_box_reg: 0.0154 (0.0229) loss_da_image: 0.6512 (0.6562) loss_da_instance: 0.6470 (0.6393) loss_da_consistency: 0.0072 (0.0091) time: 1.1236 (1.1296) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:52:52,366 maskrcnn_benchmark.trainer INFO: eta: 20:01:08 iter: 6200 loss: 1.5632 (1.5957) loss_classifier: 0.0857 (0.1091) loss_box_reg: 0.0824 (0.1147) loss_objectness: 0.0170 (0.0443) loss_rpn_box_reg: 0.0162 (0.0229) loss_da_image: 0.6511 (0.6562) loss_da_instance: 0.6571 (0.6393) loss_da_consistency: 0.0067 (0.0091) time: 1.1280 (1.1296) data: 0.0798 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:53:15,012 maskrcnn_benchmark.trainer INFO: eta: 20:00:46 iter: 6220 loss: 1.5364 (1.5956) loss_classifier: 0.0620 (0.1090) loss_box_reg: 0.0965 (0.1146) loss_objectness: 0.0163 (0.0442) loss_rpn_box_reg: 0.0066 (0.0229) loss_da_image: 0.6544 (0.6562) loss_da_instance: 0.6646 (0.6394) loss_da_consistency: 0.0069 (0.0091) time: 1.1276 (1.1296) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:53:37,911 maskrcnn_benchmark.trainer INFO: eta: 20:00:26 iter: 6240 loss: 1.5399 (1.5955) loss_classifier: 0.0749 (0.1090) loss_box_reg: 0.0871 (0.1146) loss_objectness: 0.0191 (0.0442) loss_rpn_box_reg: 0.0069 (0.0229) loss_da_image: 0.6666 (0.6562) loss_da_instance: 0.6629 (0.6395) loss_da_consistency: 0.0068 (0.0091) time: 1.1309 (1.1297) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:54:00,446 maskrcnn_benchmark.trainer INFO: eta: 20:00:03 iter: 6260 loss: 1.5376 (1.5955) loss_classifier: 0.0852 (0.1090) loss_box_reg: 0.0896 (0.1146) loss_objectness: 0.0234 (0.0442) loss_rpn_box_reg: 0.0177 (0.0229) loss_da_image: 0.6607 (0.6562) loss_da_instance: 0.6471 (0.6396) loss_da_consistency: 0.0082 (0.0091) time: 1.1263 (1.1296) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:54:23,047 maskrcnn_benchmark.trainer INFO: eta: 19:59:40 iter: 6280 loss: 1.6064 (1.5956) loss_classifier: 0.1156 (0.1090) loss_box_reg: 0.1048 (0.1147) loss_objectness: 0.0250 (0.0441) loss_rpn_box_reg: 0.0210 (0.0229) loss_da_image: 0.6570 (0.6562) loss_da_instance: 0.6686 (0.6396) loss_da_consistency: 0.0071 (0.0091) time: 1.1298 (1.1296) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:54:45,865 maskrcnn_benchmark.trainer INFO: eta: 19:59:20 iter: 6300 loss: 1.5683 (1.5957) loss_classifier: 0.0971 (0.1090) loss_box_reg: 0.1300 (0.1147) loss_objectness: 0.0201 (0.0441) loss_rpn_box_reg: 0.0168 (0.0229) loss_da_image: 0.6599 (0.6562) loss_da_instance: 0.6520 (0.6397) loss_da_consistency: 0.0072 (0.0091) time: 1.1419 (1.1297) data: 0.0797 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:55:08,372 maskrcnn_benchmark.trainer INFO: eta: 19:58:57 iter: 6320 loss: 1.4798 (1.5954) loss_classifier: 0.0604 (0.1089) loss_box_reg: 0.0650 (0.1147) loss_objectness: 0.0201 (0.0440) loss_rpn_box_reg: 0.0161 (0.0229) loss_da_image: 0.6573 (0.6562) loss_da_instance: 0.6576 (0.6397) loss_da_consistency: 0.0062 (0.0091) time: 1.1250 (1.1297) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:55:30,954 maskrcnn_benchmark.trainer INFO: eta: 19:58:34 iter: 6340 loss: 1.5915 (1.5957) loss_classifier: 0.1058 (0.1089) loss_box_reg: 0.1037 (0.1147) loss_objectness: 0.0372 (0.0440) loss_rpn_box_reg: 0.0235 (0.0229) loss_da_image: 0.6555 (0.6562) loss_da_instance: 0.6584 (0.6398) loss_da_consistency: 0.0078 (0.0091) time: 1.1266 (1.1297) data: 0.0797 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:55:53,601 maskrcnn_benchmark.trainer INFO: eta: 19:58:12 iter: 6360 loss: 1.5549 (1.5956) loss_classifier: 0.0821 (0.1088) loss_box_reg: 0.0756 (0.1146) loss_objectness: 0.0162 (0.0440) loss_rpn_box_reg: 0.0134 (0.0229) loss_da_image: 0.6737 (0.6563) loss_da_instance: 0.6767 (0.6399) loss_da_consistency: 0.0077 (0.0091) time: 1.1288 (1.1297) data: 0.0772 (0.0788) lr: 0.001000 max mem: 4019
2019-10-03 11:56:16,136 maskrcnn_benchmark.trainer INFO: eta: 19:57:49 iter: 6380 loss: 1.5387 (1.5954) loss_classifier: 0.0702 (0.1088) loss_box_reg: 0.0651 (0.1146) loss_objectness: 0.0191 (0.0439) loss_rpn_box_reg: 0.0078 (0.0228) loss_da_image: 0.6579 (0.6563) loss_da_instance: 0.6567 (0.6400) loss_da_consistency: 0.0066 (0.0091) time: 1.1250 (1.1297) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:56:38,641 maskrcnn_benchmark.trainer INFO: eta: 19:57:25 iter: 6400 loss: 1.5074 (1.5952) loss_classifier: 0.0715 (0.1087) loss_box_reg: 0.0935 (0.1146) loss_objectness: 0.0168 (0.0438) loss_rpn_box_reg: 0.0121 (0.0228) loss_da_image: 0.6471 (0.6563) loss_da_instance: 0.6403 (0.6400) loss_da_consistency: 0.0084 (0.0091) time: 1.1248 (1.1297) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:57:01,566 maskrcnn_benchmark.trainer INFO: eta: 19:57:06 iter: 6420 loss: 1.5764 (1.5952) loss_classifier: 0.0939 (0.1087) loss_box_reg: 0.1053 (0.1145) loss_objectness: 0.0180 (0.0438) loss_rpn_box_reg: 0.0123 (0.0228) loss_da_image: 0.6614 (0.6563) loss_da_instance: 0.6583 (0.6401) loss_da_consistency: 0.0074 (0.0091) time: 1.1265 (1.1297) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:57:24,361 maskrcnn_benchmark.trainer INFO: eta: 19:56:45 iter: 6440 loss: 1.5853 (1.5952) loss_classifier: 0.0935 (0.1086) loss_box_reg: 0.0944 (0.1145) loss_objectness: 0.0266 (0.0437) loss_rpn_box_reg: 0.0157 (0.0228) loss_da_image: 0.6465 (0.6563) loss_da_instance: 0.6665 (0.6402) loss_da_consistency: 0.0064 (0.0090) time: 1.1267 (1.1297) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:57:46,810 maskrcnn_benchmark.trainer INFO: eta: 19:56:21 iter: 6460 loss: 1.5488 (1.5952) loss_classifier: 0.0942 (0.1086) loss_box_reg: 0.1258 (0.1146) loss_objectness: 0.0177 (0.0437) loss_rpn_box_reg: 0.0185 (0.0228) loss_da_image: 0.6516 (0.6563) loss_da_instance: 0.6573 (0.6402) loss_da_consistency: 0.0075 (0.0090) time: 1.1221 (1.1297) data: 0.0765 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:58:09,384 maskrcnn_benchmark.trainer INFO: eta: 19:55:59 iter: 6480 loss: 1.4862 (1.5950) loss_classifier: 0.0563 (0.1085) loss_box_reg: 0.0659 (0.1146) loss_objectness: 0.0107 (0.0436) loss_rpn_box_reg: 0.0072 (0.0228) loss_da_image: 0.6638 (0.6563) loss_da_instance: 0.6645 (0.6403) loss_da_consistency: 0.0070 (0.0090) time: 1.1282 (1.1297) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:58:31,974 maskrcnn_benchmark.trainer INFO: eta: 19:55:36 iter: 6500 loss: 1.5196 (1.5948) loss_classifier: 0.0652 (0.1084) loss_box_reg: 0.0874 (0.1145) loss_objectness: 0.0105 (0.0435) loss_rpn_box_reg: 0.0068 (0.0227) loss_da_image: 0.6660 (0.6563) loss_da_instance: 0.6651 (0.6403) loss_da_consistency: 0.0055 (0.0090) time: 1.1284 (1.1297) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:58:54,478 maskrcnn_benchmark.trainer INFO: eta: 19:55:12 iter: 6520 loss: 1.4828 (1.5945) loss_classifier: 0.0594 (0.1083) loss_box_reg: 0.0572 (0.1143) loss_objectness: 0.0080 (0.0434) loss_rpn_box_reg: 0.0097 (0.0227) loss_da_image: 0.6647 (0.6564) loss_da_instance: 0.6619 (0.6404) loss_da_consistency: 0.0064 (0.0090) time: 1.1255 (1.1297) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:59:16,953 maskrcnn_benchmark.trainer INFO: eta: 19:54:49 iter: 6540 loss: 1.4933 (1.5942) loss_classifier: 0.0513 (0.1082) loss_box_reg: 0.0493 (0.1142) loss_objectness: 0.0128 (0.0433) loss_rpn_box_reg: 0.0081 (0.0226) loss_da_image: 0.6649 (0.6564) loss_da_instance: 0.6556 (0.6405) loss_da_consistency: 0.0063 (0.0090) time: 1.1233 (1.1297) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 11:59:39,591 maskrcnn_benchmark.trainer INFO: eta: 19:54:27 iter: 6560 loss: 1.5754 (1.5942) loss_classifier: 0.1061 (0.1082) loss_box_reg: 0.0825 (0.1142) loss_objectness: 0.0186 (0.0433) loss_rpn_box_reg: 0.0100 (0.0226) loss_da_image: 0.6578 (0.6564) loss_da_instance: 0.6709 (0.6405) loss_da_consistency: 0.0074 (0.0090) time: 1.1241 (1.1297) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:00:02,098 maskrcnn_benchmark.trainer INFO: eta: 19:54:03 iter: 6580 loss: 1.4770 (1.5940) loss_classifier: 0.0538 (0.1081) loss_box_reg: 0.0723 (0.1141) loss_objectness: 0.0143 (0.0432) loss_rpn_box_reg: 0.0073 (0.0226) loss_da_image: 0.6591 (0.6564) loss_da_instance: 0.6592 (0.6406) loss_da_consistency: 0.0070 (0.0090) time: 1.1238 (1.1297) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:00:24,946 maskrcnn_benchmark.trainer INFO: eta: 19:53:43 iter: 6600 loss: 1.5353 (1.5938) loss_classifier: 0.0773 (0.1080) loss_box_reg: 0.0961 (0.1140) loss_objectness: 0.0147 (0.0432) loss_rpn_box_reg: 0.0105 (0.0226) loss_da_image: 0.6652 (0.6564) loss_da_instance: 0.6460 (0.6406) loss_da_consistency: 0.0068 (0.0090) time: 1.1270 (1.1297) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:00:47,550 maskrcnn_benchmark.trainer INFO: eta: 19:53:20 iter: 6620 loss: 1.5930 (1.5938) loss_classifier: 0.1035 (0.1080) loss_box_reg: 0.1006 (0.1141) loss_objectness: 0.0181 (0.0431) loss_rpn_box_reg: 0.0135 (0.0226) loss_da_image: 0.6654 (0.6565) loss_da_instance: 0.6511 (0.6406) loss_da_consistency: 0.0082 (0.0090) time: 1.1300 (1.1297) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:01:10,559 maskrcnn_benchmark.trainer INFO: eta: 19:53:02 iter: 6640 loss: 1.5142 (1.5937) loss_classifier: 0.0787 (0.1079) loss_box_reg: 0.0941 (0.1140) loss_objectness: 0.0165 (0.0431) loss_rpn_box_reg: 0.0110 (0.0226) loss_da_image: 0.6553 (0.6565) loss_da_instance: 0.6622 (0.6407) loss_da_consistency: 0.0082 (0.0090) time: 1.1278 (1.1298) data: 0.0803 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:01:33,270 maskrcnn_benchmark.trainer INFO: eta: 19:52:40 iter: 6660 loss: 1.5877 (1.5939) loss_classifier: 0.0912 (0.1079) loss_box_reg: 0.0921 (0.1140) loss_objectness: 0.0471 (0.0432) loss_rpn_box_reg: 0.0139 (0.0226) loss_da_image: 0.6695 (0.6565) loss_da_instance: 0.6580 (0.6408) loss_da_consistency: 0.0089 (0.0090) time: 1.1333 (1.1298) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:01:55,897 maskrcnn_benchmark.trainer INFO: eta: 19:52:18 iter: 6680 loss: 1.5646 (1.5939) loss_classifier: 0.1087 (0.1079) loss_box_reg: 0.1225 (0.1140) loss_objectness: 0.0303 (0.0431) loss_rpn_box_reg: 0.0156 (0.0226) loss_da_image: 0.6405 (0.6565) loss_da_instance: 0.6512 (0.6408) loss_da_consistency: 0.0091 (0.0090) time: 1.1261 (1.1298) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:02:18,548 maskrcnn_benchmark.trainer INFO: eta: 19:51:56 iter: 6700 loss: 1.4722 (1.5936) loss_classifier: 0.0670 (0.1078) loss_box_reg: 0.0739 (0.1139) loss_objectness: 0.0140 (0.0431) loss_rpn_box_reg: 0.0147 (0.0225) loss_da_image: 0.6405 (0.6564) loss_da_instance: 0.6391 (0.6408) loss_da_consistency: 0.0092 (0.0090) time: 1.1296 (1.1298) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:02:41,334 maskrcnn_benchmark.trainer INFO: eta: 19:51:35 iter: 6720 loss: 1.5987 (1.5937) loss_classifier: 0.1262 (0.1078) loss_box_reg: 0.1396 (0.1140) loss_objectness: 0.0323 (0.0431) loss_rpn_box_reg: 0.0249 (0.0226) loss_da_image: 0.6432 (0.6564) loss_da_instance: 0.6346 (0.6408) loss_da_consistency: 0.0094 (0.0090) time: 1.1308 (1.1298) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:03:04,002 maskrcnn_benchmark.trainer INFO: eta: 19:51:13 iter: 6740 loss: 1.5370 (1.5937) loss_classifier: 0.1185 (0.1079) loss_box_reg: 0.0981 (0.1140) loss_objectness: 0.0328 (0.0431) loss_rpn_box_reg: 0.0153 (0.0226) loss_da_image: 0.6405 (0.6563) loss_da_instance: 0.6330 (0.6408) loss_da_consistency: 0.0080 (0.0090) time: 1.1312 (1.1298) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:03:26,474 maskrcnn_benchmark.trainer INFO: eta: 19:50:49 iter: 6760 loss: 1.4299 (1.5935) loss_classifier: 0.0603 (0.1079) loss_box_reg: 0.0529 (0.1140) loss_objectness: 0.0134 (0.0430) loss_rpn_box_reg: 0.0073 (0.0226) loss_da_image: 0.6206 (0.6562) loss_da_instance: 0.6431 (0.6409) loss_da_consistency: 0.0078 (0.0090) time: 1.1239 (1.1298) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:03:49,076 maskrcnn_benchmark.trainer INFO: eta: 19:50:27 iter: 6780 loss: 1.5301 (1.5933) loss_classifier: 0.0894 (0.1079) loss_box_reg: 0.1163 (0.1139) loss_objectness: 0.0213 (0.0430) loss_rpn_box_reg: 0.0113 (0.0225) loss_da_image: 0.6177 (0.6562) loss_da_instance: 0.6432 (0.6409) loss_da_consistency: 0.0088 (0.0090) time: 1.1301 (1.1298) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:04:11,691 maskrcnn_benchmark.trainer INFO: eta: 19:50:04 iter: 6800 loss: 1.5109 (1.5932) loss_classifier: 0.0941 (0.1078) loss_box_reg: 0.0880 (0.1139) loss_objectness: 0.0253 (0.0429) loss_rpn_box_reg: 0.0174 (0.0226) loss_da_image: 0.6421 (0.6561) loss_da_instance: 0.6372 (0.6409) loss_da_consistency: 0.0088 (0.0090) time: 1.1305 (1.1298) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:04:34,257 maskrcnn_benchmark.trainer INFO: eta: 19:49:42 iter: 6820 loss: 1.4826 (1.5930) loss_classifier: 0.0715 (0.1078) loss_box_reg: 0.0823 (0.1139) loss_objectness: 0.0182 (0.0429) loss_rpn_box_reg: 0.0079 (0.0225) loss_da_image: 0.6315 (0.6561) loss_da_instance: 0.6450 (0.6409) loss_da_consistency: 0.0082 (0.0090) time: 1.1279 (1.1298) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:04:56,727 maskrcnn_benchmark.trainer INFO: eta: 19:49:18 iter: 6840 loss: 1.5176 (1.5929) loss_classifier: 0.0959 (0.1078) loss_box_reg: 0.0826 (0.1138) loss_objectness: 0.0140 (0.0428) loss_rpn_box_reg: 0.0133 (0.0225) loss_da_image: 0.6404 (0.6560) loss_da_instance: 0.6653 (0.6410) loss_da_consistency: 0.0073 (0.0090) time: 1.1228 (1.1298) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:05:19,175 maskrcnn_benchmark.trainer INFO: eta: 19:48:54 iter: 6860 loss: 1.5109 (1.5927) loss_classifier: 0.0769 (0.1077) loss_box_reg: 0.0959 (0.1138) loss_objectness: 0.0170 (0.0427) loss_rpn_box_reg: 0.0087 (0.0225) loss_da_image: 0.6436 (0.6560) loss_da_instance: 0.6497 (0.6410) loss_da_consistency: 0.0078 (0.0090) time: 1.1217 (1.1298) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:05:41,637 maskrcnn_benchmark.trainer INFO: eta: 19:48:30 iter: 6880 loss: 1.4587 (1.5925) loss_classifier: 0.0541 (0.1076) loss_box_reg: 0.0571 (0.1137) loss_objectness: 0.0175 (0.0427) loss_rpn_box_reg: 0.0124 (0.0225) loss_da_image: 0.6454 (0.6560) loss_da_instance: 0.6682 (0.6411) loss_da_consistency: 0.0076 (0.0090) time: 1.1225 (1.1298) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:06:04,177 maskrcnn_benchmark.trainer INFO: eta: 19:48:07 iter: 6900 loss: 1.4578 (1.5924) loss_classifier: 0.0691 (0.1076) loss_box_reg: 0.0615 (0.1136) loss_objectness: 0.0201 (0.0427) loss_rpn_box_reg: 0.0139 (0.0225) loss_da_image: 0.6390 (0.6560) loss_da_instance: 0.6475 (0.6411) loss_da_consistency: 0.0068 (0.0090) time: 1.1266 (1.1298) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:06:26,708 maskrcnn_benchmark.trainer INFO: eta: 19:47:44 iter: 6920 loss: 1.4851 (1.5922) loss_classifier: 0.0710 (0.1075) loss_box_reg: 0.0598 (0.1136) loss_objectness: 0.0165 (0.0426) loss_rpn_box_reg: 0.0082 (0.0224) loss_da_image: 0.6397 (0.6559) loss_da_instance: 0.6390 (0.6411) loss_da_consistency: 0.0075 (0.0090) time: 1.1259 (1.1297) data: 0.0800 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:06:49,307 maskrcnn_benchmark.trainer INFO: eta: 19:47:21 iter: 6940 loss: 1.4931 (1.5921) loss_classifier: 0.0704 (0.1075) loss_box_reg: 0.0827 (0.1136) loss_objectness: 0.0169 (0.0425) loss_rpn_box_reg: 0.0114 (0.0224) loss_da_image: 0.6464 (0.6559) loss_da_instance: 0.6589 (0.6412) loss_da_consistency: 0.0077 (0.0090) time: 1.1256 (1.1297) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:07:11,792 maskrcnn_benchmark.trainer INFO: eta: 19:46:58 iter: 6960 loss: 1.5230 (1.5919) loss_classifier: 0.0938 (0.1074) loss_box_reg: 0.0883 (0.1135) loss_objectness: 0.0195 (0.0425) loss_rpn_box_reg: 0.0125 (0.0224) loss_da_image: 0.6416 (0.6558) loss_da_instance: 0.6430 (0.6412) loss_da_consistency: 0.0080 (0.0090) time: 1.1219 (1.1297) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:07:34,415 maskrcnn_benchmark.trainer INFO: eta: 19:46:35 iter: 6980 loss: 1.5042 (1.5918) loss_classifier: 0.0734 (0.1074) loss_box_reg: 0.1032 (0.1136) loss_objectness: 0.0216 (0.0425) loss_rpn_box_reg: 0.0146 (0.0224) loss_da_image: 0.6537 (0.6558) loss_da_instance: 0.6520 (0.6413) loss_da_consistency: 0.0087 (0.0090) time: 1.1275 (1.1297) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:07:56,931 maskrcnn_benchmark.trainer INFO: eta: 19:46:12 iter: 7000 loss: 1.5196 (1.5918) loss_classifier: 0.0833 (0.1073) loss_box_reg: 0.0958 (0.1136) loss_objectness: 0.0179 (0.0424) loss_rpn_box_reg: 0.0126 (0.0224) loss_da_image: 0.6506 (0.6558) loss_da_instance: 0.6503 (0.6413) loss_da_consistency: 0.0069 (0.0090) time: 1.1229 (1.1297) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:08:19,423 maskrcnn_benchmark.trainer INFO: eta: 19:45:48 iter: 7020 loss: 1.4699 (1.5916) loss_classifier: 0.0783 (0.1073) loss_box_reg: 0.0620 (0.1135) loss_objectness: 0.0199 (0.0424) loss_rpn_box_reg: 0.0075 (0.0223) loss_da_image: 0.6472 (0.6558) loss_da_instance: 0.6623 (0.6413) loss_da_consistency: 0.0079 (0.0090) time: 1.1240 (1.1297) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:08:42,086 maskrcnn_benchmark.trainer INFO: eta: 19:45:27 iter: 7040 loss: 1.4747 (1.5913) loss_classifier: 0.0679 (0.1072) loss_box_reg: 0.0697 (0.1134) loss_objectness: 0.0136 (0.0423) loss_rpn_box_reg: 0.0115 (0.0223) loss_da_image: 0.6410 (0.6558) loss_da_instance: 0.6490 (0.6414) loss_da_consistency: 0.0072 (0.0089) time: 1.1257 (1.1297) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:09:04,662 maskrcnn_benchmark.trainer INFO: eta: 19:45:04 iter: 7060 loss: 1.5075 (1.5911) loss_classifier: 0.0652 (0.1071) loss_box_reg: 0.0908 (0.1134) loss_objectness: 0.0149 (0.0422) loss_rpn_box_reg: 0.0094 (0.0223) loss_da_image: 0.6430 (0.6558) loss_da_instance: 0.6491 (0.6414) loss_da_consistency: 0.0072 (0.0089) time: 1.1283 (1.1297) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:09:27,218 maskrcnn_benchmark.trainer INFO: eta: 19:44:41 iter: 7080 loss: 1.5283 (1.5909) loss_classifier: 0.0884 (0.1070) loss_box_reg: 0.0810 (0.1133) loss_objectness: 0.0182 (0.0422) loss_rpn_box_reg: 0.0137 (0.0223) loss_da_image: 0.6518 (0.6558) loss_da_instance: 0.6548 (0.6414) loss_da_consistency: 0.0073 (0.0089) time: 1.1252 (1.1297) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:09:49,728 maskrcnn_benchmark.trainer INFO: eta: 19:44:17 iter: 7100 loss: 1.5364 (1.5908) loss_classifier: 0.0821 (0.1070) loss_box_reg: 0.0923 (0.1133) loss_objectness: 0.0182 (0.0421) loss_rpn_box_reg: 0.0229 (0.0223) loss_da_image: 0.6415 (0.6557) loss_da_instance: 0.6332 (0.6414) loss_da_consistency: 0.0082 (0.0089) time: 1.1255 (1.1297) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:10:12,280 maskrcnn_benchmark.trainer INFO: eta: 19:43:55 iter: 7120 loss: 1.4496 (1.5905) loss_classifier: 0.0501 (0.1069) loss_box_reg: 0.0639 (0.1132) loss_objectness: 0.0143 (0.0421) loss_rpn_box_reg: 0.0067 (0.0223) loss_da_image: 0.6503 (0.6557) loss_da_instance: 0.6534 (0.6415) loss_da_consistency: 0.0075 (0.0089) time: 1.1288 (1.1297) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:10:34,846 maskrcnn_benchmark.trainer INFO: eta: 19:43:32 iter: 7140 loss: 1.4895 (1.5904) loss_classifier: 0.0822 (0.1069) loss_box_reg: 0.0686 (0.1131) loss_objectness: 0.0169 (0.0421) loss_rpn_box_reg: 0.0133 (0.0223) loss_da_image: 0.6402 (0.6557) loss_da_instance: 0.6575 (0.6416) loss_da_consistency: 0.0082 (0.0089) time: 1.1302 (1.1297) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:10:57,654 maskrcnn_benchmark.trainer INFO: eta: 19:43:11 iter: 7160 loss: 1.5011 (1.5904) loss_classifier: 0.0807 (0.1069) loss_box_reg: 0.0678 (0.1131) loss_objectness: 0.0209 (0.0420) loss_rpn_box_reg: 0.0134 (0.0223) loss_da_image: 0.6424 (0.6556) loss_da_instance: 0.6554 (0.6416) loss_da_consistency: 0.0077 (0.0089) time: 1.1272 (1.1297) data: 0.0809 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:11:20,370 maskrcnn_benchmark.trainer INFO: eta: 19:42:49 iter: 7180 loss: 1.5651 (1.5904) loss_classifier: 0.0943 (0.1069) loss_box_reg: 0.1088 (0.1131) loss_objectness: 0.0218 (0.0420) loss_rpn_box_reg: 0.0195 (0.0223) loss_da_image: 0.6593 (0.6556) loss_da_instance: 0.6539 (0.6416) loss_da_consistency: 0.0073 (0.0089) time: 1.1297 (1.1297) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:11:42,903 maskrcnn_benchmark.trainer INFO: eta: 19:42:26 iter: 7200 loss: 1.4873 (1.5902) loss_classifier: 0.0631 (0.1067) loss_box_reg: 0.0807 (0.1130) loss_objectness: 0.0075 (0.0419) loss_rpn_box_reg: 0.0071 (0.0222) loss_da_image: 0.6566 (0.6556) loss_da_instance: 0.6636 (0.6417) loss_da_consistency: 0.0075 (0.0089) time: 1.1253 (1.1297) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:12:05,578 maskrcnn_benchmark.trainer INFO: eta: 19:42:04 iter: 7220 loss: 1.5093 (1.5900) loss_classifier: 0.0697 (0.1067) loss_box_reg: 0.0780 (0.1130) loss_objectness: 0.0262 (0.0419) loss_rpn_box_reg: 0.0108 (0.0222) loss_da_image: 0.6443 (0.6556) loss_da_instance: 0.6481 (0.6417) loss_da_consistency: 0.0076 (0.0089) time: 1.1322 (1.1297) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:12:28,275 maskrcnn_benchmark.trainer INFO: eta: 19:41:43 iter: 7240 loss: 1.4535 (1.5898) loss_classifier: 0.0583 (0.1066) loss_box_reg: 0.0631 (0.1129) loss_objectness: 0.0135 (0.0418) loss_rpn_box_reg: 0.0096 (0.0222) loss_da_image: 0.6407 (0.6556) loss_da_instance: 0.6513 (0.6418) loss_da_consistency: 0.0072 (0.0089) time: 1.1288 (1.1298) data: 0.0799 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:12:50,843 maskrcnn_benchmark.trainer INFO: eta: 19:41:20 iter: 7260 loss: 1.6006 (1.5899) loss_classifier: 0.1025 (0.1066) loss_box_reg: 0.1284 (0.1129) loss_objectness: 0.0206 (0.0418) loss_rpn_box_reg: 0.0174 (0.0222) loss_da_image: 0.6612 (0.6556) loss_da_instance: 0.6710 (0.6419) loss_da_consistency: 0.0079 (0.0089) time: 1.1291 (1.1297) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:13:13,364 maskrcnn_benchmark.trainer INFO: eta: 19:40:57 iter: 7280 loss: 1.4898 (1.5897) loss_classifier: 0.0605 (0.1066) loss_box_reg: 0.0568 (0.1129) loss_objectness: 0.0126 (0.0417) loss_rpn_box_reg: 0.0085 (0.0222) loss_da_image: 0.6530 (0.6556) loss_da_instance: 0.6663 (0.6419) loss_da_consistency: 0.0066 (0.0089) time: 1.1264 (1.1297) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:13:35,911 maskrcnn_benchmark.trainer INFO: eta: 19:40:34 iter: 7300 loss: 1.6077 (1.5898) loss_classifier: 0.1031 (0.1066) loss_box_reg: 0.1162 (0.1129) loss_objectness: 0.0163 (0.0417) loss_rpn_box_reg: 0.0130 (0.0222) loss_da_image: 0.6590 (0.6556) loss_da_instance: 0.6488 (0.6420) loss_da_consistency: 0.0083 (0.0089) time: 1.1268 (1.1297) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:13:58,472 maskrcnn_benchmark.trainer INFO: eta: 19:40:11 iter: 7320 loss: 1.5074 (1.5895) loss_classifier: 0.0514 (0.1065) loss_box_reg: 0.0687 (0.1128) loss_objectness: 0.0104 (0.0416) loss_rpn_box_reg: 0.0076 (0.0221) loss_da_image: 0.6530 (0.6556) loss_da_instance: 0.6576 (0.6420) loss_da_consistency: 0.0084 (0.0089) time: 1.1261 (1.1297) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:14:20,946 maskrcnn_benchmark.trainer INFO: eta: 19:39:47 iter: 7340 loss: 1.5545 (1.5895) loss_classifier: 0.0624 (0.1064) loss_box_reg: 0.0951 (0.1128) loss_objectness: 0.0208 (0.0416) loss_rpn_box_reg: 0.0170 (0.0221) loss_da_image: 0.6579 (0.6556) loss_da_instance: 0.6618 (0.6421) loss_da_consistency: 0.0083 (0.0089) time: 1.1228 (1.1297) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:14:43,451 maskrcnn_benchmark.trainer INFO: eta: 19:39:24 iter: 7360 loss: 1.6086 (1.5895) loss_classifier: 0.0909 (0.1064) loss_box_reg: 0.1040 (0.1128) loss_objectness: 0.0269 (0.0415) loss_rpn_box_reg: 0.0108 (0.0221) loss_da_image: 0.6556 (0.6556) loss_da_instance: 0.6644 (0.6421) loss_da_consistency: 0.0077 (0.0089) time: 1.1247 (1.1297) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:15:05,994 maskrcnn_benchmark.trainer INFO: eta: 19:39:01 iter: 7380 loss: 1.5101 (1.5893) loss_classifier: 0.0718 (0.1063) loss_box_reg: 0.0683 (0.1127) loss_objectness: 0.0135 (0.0415) loss_rpn_box_reg: 0.0145 (0.0221) loss_da_image: 0.6502 (0.6556) loss_da_instance: 0.6605 (0.6422) loss_da_consistency: 0.0068 (0.0089) time: 1.1256 (1.1297) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:15:28,633 maskrcnn_benchmark.trainer INFO: eta: 19:38:39 iter: 7400 loss: 1.5228 (1.5893) loss_classifier: 0.0966 (0.1063) loss_box_reg: 0.0748 (0.1127) loss_objectness: 0.0153 (0.0415) loss_rpn_box_reg: 0.0173 (0.0221) loss_da_image: 0.6611 (0.6556) loss_da_instance: 0.6668 (0.6422) loss_da_consistency: 0.0063 (0.0089) time: 1.1276 (1.1297) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:15:51,418 maskrcnn_benchmark.trainer INFO: eta: 19:38:18 iter: 7420 loss: 1.5439 (1.5892) loss_classifier: 0.0837 (0.1062) loss_box_reg: 0.0821 (0.1127) loss_objectness: 0.0133 (0.0414) loss_rpn_box_reg: 0.0134 (0.0221) loss_da_image: 0.6622 (0.6556) loss_da_instance: 0.6538 (0.6423) loss_da_consistency: 0.0067 (0.0089) time: 1.1334 (1.1297) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:16:13,984 maskrcnn_benchmark.trainer INFO: eta: 19:37:55 iter: 7440 loss: 1.5129 (1.5891) loss_classifier: 0.0801 (0.1062) loss_box_reg: 0.0747 (0.1127) loss_objectness: 0.0205 (0.0414) loss_rpn_box_reg: 0.0126 (0.0221) loss_da_image: 0.6588 (0.6556) loss_da_instance: 0.6560 (0.6423) loss_da_consistency: 0.0069 (0.0089) time: 1.1254 (1.1297) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:16:36,493 maskrcnn_benchmark.trainer INFO: eta: 19:37:31 iter: 7460 loss: 1.6028 (1.5892) loss_classifier: 0.0895 (0.1062) loss_box_reg: 0.1115 (0.1127) loss_objectness: 0.0154 (0.0413) loss_rpn_box_reg: 0.0124 (0.0221) loss_da_image: 0.6699 (0.6557) loss_da_instance: 0.6665 (0.6424) loss_da_consistency: 0.0069 (0.0089) time: 1.1244 (1.1297) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:16:58,917 maskrcnn_benchmark.trainer INFO: eta: 19:37:07 iter: 7480 loss: 1.4572 (1.5890) loss_classifier: 0.0538 (0.1061) loss_box_reg: 0.0370 (0.1126) loss_objectness: 0.0136 (0.0413) loss_rpn_box_reg: 0.0052 (0.0220) loss_da_image: 0.6585 (0.6557) loss_da_instance: 0.6642 (0.6424) loss_da_consistency: 0.0063 (0.0089) time: 1.1165 (1.1297) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:17:21,387 maskrcnn_benchmark.trainer INFO: eta: 19:36:44 iter: 7500 loss: 1.5203 (1.5888) loss_classifier: 0.0762 (0.1060) loss_box_reg: 0.0813 (0.1126) loss_objectness: 0.0121 (0.0412) loss_rpn_box_reg: 0.0130 (0.0220) loss_da_image: 0.6553 (0.6557) loss_da_instance: 0.6506 (0.6425) loss_da_consistency: 0.0064 (0.0089) time: 1.1217 (1.1297) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:17:21,389 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0007500.pth
2019-10-03 12:17:44,288 maskrcnn_benchmark.trainer INFO: eta: 19:36:24 iter: 7520 loss: 1.6068 (1.5890) loss_classifier: 0.0881 (0.1061) loss_box_reg: 0.1103 (0.1126) loss_objectness: 0.0286 (0.0412) loss_rpn_box_reg: 0.0183 (0.0220) loss_da_image: 0.6569 (0.6557) loss_da_instance: 0.6517 (0.6425) loss_da_consistency: 0.0080 (0.0089) time: 1.1254 (1.1297) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:18:06,918 maskrcnn_benchmark.trainer INFO: eta: 19:36:01 iter: 7540 loss: 1.5254 (1.5889) loss_classifier: 0.0709 (0.1060) loss_box_reg: 0.0526 (0.1125) loss_objectness: 0.0248 (0.0412) loss_rpn_box_reg: 0.0103 (0.0220) loss_da_image: 0.6519 (0.6557) loss_da_instance: 0.6553 (0.6426) loss_da_consistency: 0.0068 (0.0088) time: 1.1315 (1.1297) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:18:29,392 maskrcnn_benchmark.trainer INFO: eta: 19:35:38 iter: 7560 loss: 1.4660 (1.5886) loss_classifier: 0.0786 (0.1060) loss_box_reg: 0.0499 (0.1124) loss_objectness: 0.0117 (0.0412) loss_rpn_box_reg: 0.0124 (0.0220) loss_da_image: 0.6378 (0.6556) loss_da_instance: 0.6579 (0.6426) loss_da_consistency: 0.0066 (0.0088) time: 1.1230 (1.1297) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:18:51,858 maskrcnn_benchmark.trainer INFO: eta: 19:35:14 iter: 7580 loss: 1.5198 (1.5885) loss_classifier: 0.0808 (0.1059) loss_box_reg: 0.0895 (0.1124) loss_objectness: 0.0189 (0.0411) loss_rpn_box_reg: 0.0116 (0.0220) loss_da_image: 0.6422 (0.6556) loss_da_instance: 0.6515 (0.6426) loss_da_consistency: 0.0080 (0.0088) time: 1.1212 (1.1297) data: 0.0804 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:19:14,343 maskrcnn_benchmark.trainer INFO: eta: 19:34:51 iter: 7600 loss: 1.5197 (1.5885) loss_classifier: 0.0616 (0.1058) loss_box_reg: 0.1111 (0.1124) loss_objectness: 0.0108 (0.0411) loss_rpn_box_reg: 0.0088 (0.0220) loss_da_image: 0.6550 (0.6556) loss_da_instance: 0.6680 (0.6427) loss_da_consistency: 0.0075 (0.0088) time: 1.1232 (1.1297) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:19:37,151 maskrcnn_benchmark.trainer INFO: eta: 19:34:30 iter: 7620 loss: 1.5350 (1.5884) loss_classifier: 0.0882 (0.1058) loss_box_reg: 0.0874 (0.1124) loss_objectness: 0.0216 (0.0411) loss_rpn_box_reg: 0.0127 (0.0220) loss_da_image: 0.6405 (0.6556) loss_da_instance: 0.6553 (0.6427) loss_da_consistency: 0.0075 (0.0088) time: 1.1235 (1.1297) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:19:59,574 maskrcnn_benchmark.trainer INFO: eta: 19:34:06 iter: 7640 loss: 1.5437 (1.5884) loss_classifier: 0.0740 (0.1058) loss_box_reg: 0.0791 (0.1123) loss_objectness: 0.0176 (0.0410) loss_rpn_box_reg: 0.0132 (0.0220) loss_da_image: 0.6618 (0.6556) loss_da_instance: 0.6685 (0.6428) loss_da_consistency: 0.0070 (0.0088) time: 1.1198 (1.1297) data: 0.0756 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:20:22,017 maskrcnn_benchmark.trainer INFO: eta: 19:33:42 iter: 7660 loss: 1.5440 (1.5883) loss_classifier: 0.0757 (0.1057) loss_box_reg: 0.0764 (0.1123) loss_objectness: 0.0136 (0.0410) loss_rpn_box_reg: 0.0146 (0.0220) loss_da_image: 0.6579 (0.6556) loss_da_instance: 0.6624 (0.6429) loss_da_consistency: 0.0075 (0.0088) time: 1.1210 (1.1297) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:20:44,434 maskrcnn_benchmark.trainer INFO: eta: 19:33:18 iter: 7680 loss: 1.4952 (1.5881) loss_classifier: 0.0626 (0.1056) loss_box_reg: 0.0515 (0.1122) loss_objectness: 0.0165 (0.0409) loss_rpn_box_reg: 0.0071 (0.0220) loss_da_image: 0.6538 (0.6556) loss_da_instance: 0.6704 (0.6429) loss_da_consistency: 0.0069 (0.0088) time: 1.1219 (1.1296) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:21:06,936 maskrcnn_benchmark.trainer INFO: eta: 19:32:55 iter: 7700 loss: 1.5403 (1.5879) loss_classifier: 0.0881 (0.1056) loss_box_reg: 0.0780 (0.1121) loss_objectness: 0.0246 (0.0409) loss_rpn_box_reg: 0.0074 (0.0220) loss_da_image: 0.6543 (0.6556) loss_da_instance: 0.6549 (0.6430) loss_da_consistency: 0.0075 (0.0088) time: 1.1279 (1.1296) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:21:29,386 maskrcnn_benchmark.trainer INFO: eta: 19:32:31 iter: 7720 loss: 1.4838 (1.5878) loss_classifier: 0.0780 (0.1055) loss_box_reg: 0.0873 (0.1120) loss_objectness: 0.0189 (0.0409) loss_rpn_box_reg: 0.0165 (0.0219) loss_da_image: 0.6366 (0.6556) loss_da_instance: 0.6725 (0.6430) loss_da_consistency: 0.0074 (0.0088) time: 1.1191 (1.1296) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:21:51,877 maskrcnn_benchmark.trainer INFO: eta: 19:32:08 iter: 7740 loss: 1.4622 (1.5876) loss_classifier: 0.0575 (0.1054) loss_box_reg: 0.0764 (0.1120) loss_objectness: 0.0115 (0.0408) loss_rpn_box_reg: 0.0067 (0.0219) loss_da_image: 0.6622 (0.6556) loss_da_instance: 0.6507 (0.6431) loss_da_consistency: 0.0068 (0.0088) time: 1.1241 (1.1296) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:22:14,455 maskrcnn_benchmark.trainer INFO: eta: 19:31:45 iter: 7760 loss: 1.5250 (1.5876) loss_classifier: 0.0722 (0.1054) loss_box_reg: 0.0792 (0.1120) loss_objectness: 0.0150 (0.0408) loss_rpn_box_reg: 0.0134 (0.0219) loss_da_image: 0.6519 (0.6556) loss_da_instance: 0.6625 (0.6431) loss_da_consistency: 0.0077 (0.0088) time: 1.1217 (1.1296) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:22:36,943 maskrcnn_benchmark.trainer INFO: eta: 19:31:21 iter: 7780 loss: 1.5224 (1.5876) loss_classifier: 0.0749 (0.1054) loss_box_reg: 0.0734 (0.1120) loss_objectness: 0.0216 (0.0408) loss_rpn_box_reg: 0.0109 (0.0219) loss_da_image: 0.6583 (0.6556) loss_da_instance: 0.6678 (0.6432) loss_da_consistency: 0.0073 (0.0088) time: 1.1245 (1.1296) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:22:59,434 maskrcnn_benchmark.trainer INFO: eta: 19:30:58 iter: 7800 loss: 1.5061 (1.5875) loss_classifier: 0.0752 (0.1053) loss_box_reg: 0.0715 (0.1119) loss_objectness: 0.0152 (0.0407) loss_rpn_box_reg: 0.0111 (0.0219) loss_da_image: 0.6577 (0.6556) loss_da_instance: 0.6546 (0.6432) loss_da_consistency: 0.0068 (0.0088) time: 1.1265 (1.1296) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:23:21,935 maskrcnn_benchmark.trainer INFO: eta: 19:30:35 iter: 7820 loss: 1.4643 (1.5872) loss_classifier: 0.0555 (0.1052) loss_box_reg: 0.0495 (0.1118) loss_objectness: 0.0087 (0.0406) loss_rpn_box_reg: 0.0071 (0.0219) loss_da_image: 0.6570 (0.6556) loss_da_instance: 0.6557 (0.6432) loss_da_consistency: 0.0061 (0.0088) time: 1.1249 (1.1295) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:23:44,515 maskrcnn_benchmark.trainer INFO: eta: 19:30:12 iter: 7840 loss: 1.5195 (1.5871) loss_classifier: 0.0681 (0.1052) loss_box_reg: 0.0758 (0.1118) loss_objectness: 0.0158 (0.0406) loss_rpn_box_reg: 0.0112 (0.0218) loss_da_image: 0.6543 (0.6556) loss_da_instance: 0.6599 (0.6433) loss_da_consistency: 0.0064 (0.0088) time: 1.1288 (1.1295) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:24:07,014 maskrcnn_benchmark.trainer INFO: eta: 19:29:49 iter: 7860 loss: 1.5261 (1.5870) loss_classifier: 0.0891 (0.1051) loss_box_reg: 0.0953 (0.1118) loss_objectness: 0.0173 (0.0406) loss_rpn_box_reg: 0.0097 (0.0218) loss_da_image: 0.6567 (0.6556) loss_da_instance: 0.6477 (0.6433) loss_da_consistency: 0.0066 (0.0088) time: 1.1221 (1.1295) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:24:29,638 maskrcnn_benchmark.trainer INFO: eta: 19:29:26 iter: 7880 loss: 1.5088 (1.5869) loss_classifier: 0.0630 (0.1051) loss_box_reg: 0.0728 (0.1117) loss_objectness: 0.0144 (0.0405) loss_rpn_box_reg: 0.0096 (0.0218) loss_da_image: 0.6537 (0.6556) loss_da_instance: 0.6545 (0.6433) loss_da_consistency: 0.0069 (0.0088) time: 1.1262 (1.1295) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:24:52,102 maskrcnn_benchmark.trainer INFO: eta: 19:29:03 iter: 7900 loss: 1.5117 (1.5867) loss_classifier: 0.0747 (0.1050) loss_box_reg: 0.0776 (0.1116) loss_objectness: 0.0195 (0.0405) loss_rpn_box_reg: 0.0103 (0.0218) loss_da_image: 0.6632 (0.6556) loss_da_instance: 0.6653 (0.6434) loss_da_consistency: 0.0066 (0.0088) time: 1.1242 (1.1295) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:25:14,603 maskrcnn_benchmark.trainer INFO: eta: 19:28:40 iter: 7920 loss: 1.5891 (1.5868) loss_classifier: 0.0856 (0.1050) loss_box_reg: 0.0978 (0.1116) loss_objectness: 0.0198 (0.0404) loss_rpn_box_reg: 0.0169 (0.0218) loss_da_image: 0.6586 (0.6557) loss_da_instance: 0.6611 (0.6434) loss_da_consistency: 0.0080 (0.0088) time: 1.1249 (1.1295) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:25:37,022 maskrcnn_benchmark.trainer INFO: eta: 19:28:16 iter: 7940 loss: 1.5722 (1.5868) loss_classifier: 0.1008 (0.1050) loss_box_reg: 0.1176 (0.1117) loss_objectness: 0.0198 (0.0404) loss_rpn_box_reg: 0.0154 (0.0218) loss_da_image: 0.6551 (0.6557) loss_da_instance: 0.6306 (0.6434) loss_da_consistency: 0.0085 (0.0088) time: 1.1220 (1.1295) data: 0.0797 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:25:59,500 maskrcnn_benchmark.trainer INFO: eta: 19:27:52 iter: 7960 loss: 1.4980 (1.5867) loss_classifier: 0.0652 (0.1050) loss_box_reg: 0.0684 (0.1116) loss_objectness: 0.0178 (0.0404) loss_rpn_box_reg: 0.0111 (0.0218) loss_da_image: 0.6525 (0.6557) loss_da_instance: 0.6627 (0.6435) loss_da_consistency: 0.0067 (0.0088) time: 1.1195 (1.1295) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:26:21,949 maskrcnn_benchmark.trainer INFO: eta: 19:27:28 iter: 7980 loss: 1.4595 (1.5864) loss_classifier: 0.0617 (0.1049) loss_box_reg: 0.0518 (0.1115) loss_objectness: 0.0093 (0.0403) loss_rpn_box_reg: 0.0051 (0.0217) loss_da_image: 0.6467 (0.6557) loss_da_instance: 0.6548 (0.6436) loss_da_consistency: 0.0064 (0.0088) time: 1.1224 (1.1295) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:26:44,939 maskrcnn_benchmark.trainer INFO: eta: 19:27:09 iter: 8000 loss: 1.4890 (1.5862) loss_classifier: 0.0559 (0.1048) loss_box_reg: 0.0570 (0.1114) loss_objectness: 0.0148 (0.0403) loss_rpn_box_reg: 0.0078 (0.0217) loss_da_image: 0.6440 (0.6556) loss_da_instance: 0.6546 (0.6436) loss_da_consistency: 0.0065 (0.0088) time: 1.1231 (1.1295) data: 0.0755 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:27:07,379 maskrcnn_benchmark.trainer INFO: eta: 19:26:45 iter: 8020 loss: 1.5478 (1.5862) loss_classifier: 0.0905 (0.1048) loss_box_reg: 0.0874 (0.1114) loss_objectness: 0.0163 (0.0402) loss_rpn_box_reg: 0.0145 (0.0217) loss_da_image: 0.6617 (0.6557) loss_da_instance: 0.6460 (0.6436) loss_da_consistency: 0.0064 (0.0088) time: 1.1201 (1.1295) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:27:29,950 maskrcnn_benchmark.trainer INFO: eta: 19:26:22 iter: 8040 loss: 1.5177 (1.5861) loss_classifier: 0.0829 (0.1048) loss_box_reg: 0.0842 (0.1114) loss_objectness: 0.0193 (0.0402) loss_rpn_box_reg: 0.0089 (0.0217) loss_da_image: 0.6543 (0.6556) loss_da_instance: 0.6538 (0.6437) loss_da_consistency: 0.0079 (0.0088) time: 1.1214 (1.1295) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:27:52,390 maskrcnn_benchmark.trainer INFO: eta: 19:25:59 iter: 8060 loss: 1.4797 (1.5859) loss_classifier: 0.0497 (0.1047) loss_box_reg: 0.0769 (0.1113) loss_objectness: 0.0142 (0.0401) loss_rpn_box_reg: 0.0081 (0.0217) loss_da_image: 0.6587 (0.6557) loss_da_instance: 0.6577 (0.6437) loss_da_consistency: 0.0064 (0.0087) time: 1.1208 (1.1295) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:28:14,892 maskrcnn_benchmark.trainer INFO: eta: 19:25:35 iter: 8080 loss: 1.4951 (1.5858) loss_classifier: 0.0724 (0.1046) loss_box_reg: 0.0863 (0.1113) loss_objectness: 0.0184 (0.0401) loss_rpn_box_reg: 0.0081 (0.0217) loss_da_image: 0.6588 (0.6557) loss_da_instance: 0.6597 (0.6438) loss_da_consistency: 0.0065 (0.0087) time: 1.1273 (1.1295) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:28:37,505 maskrcnn_benchmark.trainer INFO: eta: 19:25:13 iter: 8100 loss: 1.4752 (1.5856) loss_classifier: 0.0600 (0.1046) loss_box_reg: 0.0510 (0.1112) loss_objectness: 0.0126 (0.0400) loss_rpn_box_reg: 0.0065 (0.0216) loss_da_image: 0.6537 (0.6557) loss_da_instance: 0.6663 (0.6438) loss_da_consistency: 0.0060 (0.0087) time: 1.1200 (1.1295) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:28:59,930 maskrcnn_benchmark.trainer INFO: eta: 19:24:49 iter: 8120 loss: 1.5399 (1.5856) loss_classifier: 0.0844 (0.1045) loss_box_reg: 0.0682 (0.1112) loss_objectness: 0.0211 (0.0400) loss_rpn_box_reg: 0.0163 (0.0216) loss_da_image: 0.6506 (0.6556) loss_da_instance: 0.6575 (0.6439) loss_da_consistency: 0.0066 (0.0087) time: 1.1184 (1.1294) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:29:22,386 maskrcnn_benchmark.trainer INFO: eta: 19:24:26 iter: 8140 loss: 1.4834 (1.5854) loss_classifier: 0.0607 (0.1045) loss_box_reg: 0.0714 (0.1111) loss_objectness: 0.0106 (0.0399) loss_rpn_box_reg: 0.0074 (0.0216) loss_da_image: 0.6607 (0.6557) loss_da_instance: 0.6519 (0.6439) loss_da_consistency: 0.0063 (0.0087) time: 1.1233 (1.1294) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:29:44,877 maskrcnn_benchmark.trainer INFO: eta: 19:24:02 iter: 8160 loss: 1.4569 (1.5851) loss_classifier: 0.0490 (0.1044) loss_box_reg: 0.0557 (0.1110) loss_objectness: 0.0157 (0.0399) loss_rpn_box_reg: 0.0113 (0.0216) loss_da_image: 0.6540 (0.6557) loss_da_instance: 0.6494 (0.6439) loss_da_consistency: 0.0065 (0.0087) time: 1.1249 (1.1294) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:30:07,472 maskrcnn_benchmark.trainer INFO: eta: 19:23:40 iter: 8180 loss: 1.5066 (1.5850) loss_classifier: 0.0801 (0.1043) loss_box_reg: 0.1041 (0.1109) loss_objectness: 0.0146 (0.0398) loss_rpn_box_reg: 0.0123 (0.0216) loss_da_image: 0.6491 (0.6557) loss_da_instance: 0.6443 (0.6440) loss_da_consistency: 0.0092 (0.0087) time: 1.1215 (1.1294) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:30:29,836 maskrcnn_benchmark.trainer INFO: eta: 19:23:16 iter: 8200 loss: 1.5632 (1.5850) loss_classifier: 0.0995 (0.1043) loss_box_reg: 0.1085 (0.1109) loss_objectness: 0.0285 (0.0398) loss_rpn_box_reg: 0.0136 (0.0216) loss_da_image: 0.6498 (0.6556) loss_da_instance: 0.6545 (0.6440) loss_da_consistency: 0.0072 (0.0087) time: 1.1177 (1.1294) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:30:52,390 maskrcnn_benchmark.trainer INFO: eta: 19:22:53 iter: 8220 loss: 1.5229 (1.5850) loss_classifier: 0.0690 (0.1043) loss_box_reg: 0.0938 (0.1110) loss_objectness: 0.0094 (0.0398) loss_rpn_box_reg: 0.0092 (0.0216) loss_da_image: 0.6598 (0.6556) loss_da_instance: 0.6477 (0.6440) loss_da_consistency: 0.0070 (0.0087) time: 1.1226 (1.1294) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:31:14,838 maskrcnn_benchmark.trainer INFO: eta: 19:22:29 iter: 8240 loss: 1.5121 (1.5849) loss_classifier: 0.0670 (0.1042) loss_box_reg: 0.0818 (0.1109) loss_objectness: 0.0086 (0.0397) loss_rpn_box_reg: 0.0113 (0.0216) loss_da_image: 0.6579 (0.6557) loss_da_instance: 0.6653 (0.6441) loss_da_consistency: 0.0072 (0.0087) time: 1.1213 (1.1294) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:31:37,297 maskrcnn_benchmark.trainer INFO: eta: 19:22:05 iter: 8260 loss: 1.5125 (1.5847) loss_classifier: 0.0822 (0.1042) loss_box_reg: 0.0893 (0.1109) loss_objectness: 0.0131 (0.0397) loss_rpn_box_reg: 0.0136 (0.0216) loss_da_image: 0.6634 (0.6557) loss_da_instance: 0.6465 (0.6441) loss_da_consistency: 0.0080 (0.0087) time: 1.1223 (1.1293) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:31:59,783 maskrcnn_benchmark.trainer INFO: eta: 19:21:42 iter: 8280 loss: 1.5089 (1.5847) loss_classifier: 0.0692 (0.1041) loss_box_reg: 0.0540 (0.1108) loss_objectness: 0.0150 (0.0397) loss_rpn_box_reg: 0.0097 (0.0215) loss_da_image: 0.6606 (0.6557) loss_da_instance: 0.6634 (0.6441) loss_da_consistency: 0.0074 (0.0087) time: 1.1247 (1.1293) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:32:22,424 maskrcnn_benchmark.trainer INFO: eta: 19:21:20 iter: 8300 loss: 1.5216 (1.5846) loss_classifier: 0.0675 (0.1041) loss_box_reg: 0.0990 (0.1108) loss_objectness: 0.0190 (0.0397) loss_rpn_box_reg: 0.0095 (0.0215) loss_da_image: 0.6524 (0.6557) loss_da_instance: 0.6560 (0.6441) loss_da_consistency: 0.0072 (0.0087) time: 1.1240 (1.1293) data: 0.0753 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:32:44,878 maskrcnn_benchmark.trainer INFO: eta: 19:20:56 iter: 8320 loss: 1.5882 (1.5846) loss_classifier: 0.0897 (0.1041) loss_box_reg: 0.1265 (0.1109) loss_objectness: 0.0251 (0.0396) loss_rpn_box_reg: 0.0115 (0.0215) loss_da_image: 0.6567 (0.6557) loss_da_instance: 0.6446 (0.6441) loss_da_consistency: 0.0069 (0.0087) time: 1.1216 (1.1293) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:33:07,410 maskrcnn_benchmark.trainer INFO: eta: 19:20:33 iter: 8340 loss: 1.5010 (1.5845) loss_classifier: 0.0873 (0.1040) loss_box_reg: 0.0841 (0.1108) loss_objectness: 0.0165 (0.0396) loss_rpn_box_reg: 0.0119 (0.0215) loss_da_image: 0.6572 (0.6557) loss_da_instance: 0.6504 (0.6442) loss_da_consistency: 0.0072 (0.0087) time: 1.1237 (1.1293) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:33:29,899 maskrcnn_benchmark.trainer INFO: eta: 19:20:10 iter: 8360 loss: 1.4771 (1.5843) loss_classifier: 0.0451 (0.1039) loss_box_reg: 0.0554 (0.1108) loss_objectness: 0.0148 (0.0396) loss_rpn_box_reg: 0.0069 (0.0215) loss_da_image: 0.6619 (0.6557) loss_da_instance: 0.6628 (0.6442) loss_da_consistency: 0.0064 (0.0087) time: 1.1217 (1.1293) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:33:52,372 maskrcnn_benchmark.trainer INFO: eta: 19:19:47 iter: 8380 loss: 1.5008 (1.5841) loss_classifier: 0.0454 (0.1038) loss_box_reg: 0.0596 (0.1107) loss_objectness: 0.0097 (0.0395) loss_rpn_box_reg: 0.0054 (0.0214) loss_da_image: 0.6609 (0.6557) loss_da_instance: 0.6516 (0.6442) loss_da_consistency: 0.0068 (0.0087) time: 1.1245 (1.1293) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:34:14,897 maskrcnn_benchmark.trainer INFO: eta: 19:19:24 iter: 8400 loss: 1.5563 (1.5840) loss_classifier: 0.0739 (0.1038) loss_box_reg: 0.0819 (0.1106) loss_objectness: 0.0265 (0.0395) loss_rpn_box_reg: 0.0117 (0.0214) loss_da_image: 0.6577 (0.6557) loss_da_instance: 0.6531 (0.6443) loss_da_consistency: 0.0073 (0.0087) time: 1.1253 (1.1293) data: 0.0765 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:34:37,376 maskrcnn_benchmark.trainer INFO: eta: 19:19:00 iter: 8420 loss: 1.4835 (1.5839) loss_classifier: 0.0746 (0.1037) loss_box_reg: 0.0702 (0.1105) loss_objectness: 0.0143 (0.0394) loss_rpn_box_reg: 0.0121 (0.0214) loss_da_image: 0.6664 (0.6558) loss_da_instance: 0.6529 (0.6443) loss_da_consistency: 0.0064 (0.0087) time: 1.1243 (1.1293) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:34:59,777 maskrcnn_benchmark.trainer INFO: eta: 19:18:36 iter: 8440 loss: 1.5382 (1.5838) loss_classifier: 0.0736 (0.1037) loss_box_reg: 0.1077 (0.1105) loss_objectness: 0.0187 (0.0394) loss_rpn_box_reg: 0.0177 (0.0214) loss_da_image: 0.6535 (0.6558) loss_da_instance: 0.6484 (0.6443) loss_da_consistency: 0.0077 (0.0087) time: 1.1180 (1.1293) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:35:22,269 maskrcnn_benchmark.trainer INFO: eta: 19:18:13 iter: 8460 loss: 1.5051 (1.5837) loss_classifier: 0.0600 (0.1037) loss_box_reg: 0.0574 (0.1105) loss_objectness: 0.0190 (0.0393) loss_rpn_box_reg: 0.0074 (0.0214) loss_da_image: 0.6575 (0.6558) loss_da_instance: 0.6591 (0.6444) loss_da_consistency: 0.0065 (0.0087) time: 1.1248 (1.1292) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:35:44,904 maskrcnn_benchmark.trainer INFO: eta: 19:17:51 iter: 8480 loss: 1.5331 (1.5836) loss_classifier: 0.0749 (0.1036) loss_box_reg: 0.0926 (0.1104) loss_objectness: 0.0135 (0.0393) loss_rpn_box_reg: 0.0141 (0.0214) loss_da_image: 0.6657 (0.6558) loss_da_instance: 0.6519 (0.6444) loss_da_consistency: 0.0063 (0.0087) time: 1.1256 (1.1292) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:36:07,397 maskrcnn_benchmark.trainer INFO: eta: 19:17:28 iter: 8500 loss: 1.5208 (1.5836) loss_classifier: 0.0898 (0.1036) loss_box_reg: 0.1049 (0.1104) loss_objectness: 0.0125 (0.0393) loss_rpn_box_reg: 0.0087 (0.0214) loss_da_image: 0.6560 (0.6558) loss_da_instance: 0.6617 (0.6444) loss_da_consistency: 0.0082 (0.0087) time: 1.1245 (1.1292) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:36:29,889 maskrcnn_benchmark.trainer INFO: eta: 19:17:04 iter: 8520 loss: 1.5440 (1.5836) loss_classifier: 0.0998 (0.1036) loss_box_reg: 0.0761 (0.1104) loss_objectness: 0.0263 (0.0393) loss_rpn_box_reg: 0.0136 (0.0214) loss_da_image: 0.6535 (0.6558) loss_da_instance: 0.6631 (0.6445) loss_da_consistency: 0.0069 (0.0087) time: 1.1240 (1.1292) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:36:52,336 maskrcnn_benchmark.trainer INFO: eta: 19:16:41 iter: 8540 loss: 1.4736 (1.5835) loss_classifier: 0.0648 (0.1035) loss_box_reg: 0.0542 (0.1104) loss_objectness: 0.0090 (0.0392) loss_rpn_box_reg: 0.0110 (0.0214) loss_da_image: 0.6702 (0.6558) loss_da_instance: 0.6756 (0.6445) loss_da_consistency: 0.0063 (0.0087) time: 1.1216 (1.1292) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:37:14,791 maskrcnn_benchmark.trainer INFO: eta: 19:16:17 iter: 8560 loss: 1.4877 (1.5833) loss_classifier: 0.0508 (0.1034) loss_box_reg: 0.0571 (0.1103) loss_objectness: 0.0105 (0.0392) loss_rpn_box_reg: 0.0054 (0.0213) loss_da_image: 0.6670 (0.6559) loss_da_instance: 0.6636 (0.6446) loss_da_consistency: 0.0063 (0.0086) time: 1.1229 (1.1292) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:37:37,196 maskrcnn_benchmark.trainer INFO: eta: 19:15:53 iter: 8580 loss: 1.4735 (1.5831) loss_classifier: 0.0524 (0.1033) loss_box_reg: 0.0450 (0.1102) loss_objectness: 0.0184 (0.0391) loss_rpn_box_reg: 0.0080 (0.0213) loss_da_image: 0.6643 (0.6559) loss_da_instance: 0.6581 (0.6446) loss_da_consistency: 0.0065 (0.0086) time: 1.1200 (1.1292) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:37:59,841 maskrcnn_benchmark.trainer INFO: eta: 19:15:31 iter: 8600 loss: 1.5199 (1.5830) loss_classifier: 0.0743 (0.1032) loss_box_reg: 0.0690 (0.1101) loss_objectness: 0.0138 (0.0391) loss_rpn_box_reg: 0.0109 (0.0213) loss_da_image: 0.6695 (0.6559) loss_da_instance: 0.6668 (0.6447) loss_da_consistency: 0.0072 (0.0086) time: 1.1233 (1.1292) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:38:22,340 maskrcnn_benchmark.trainer INFO: eta: 19:15:08 iter: 8620 loss: 1.4625 (1.5828) loss_classifier: 0.0509 (0.1032) loss_box_reg: 0.0563 (0.1100) loss_objectness: 0.0110 (0.0391) loss_rpn_box_reg: 0.0094 (0.0213) loss_da_image: 0.6575 (0.6559) loss_da_instance: 0.6478 (0.6447) loss_da_consistency: 0.0079 (0.0086) time: 1.1252 (1.1292) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:38:44,765 maskrcnn_benchmark.trainer INFO: eta: 19:14:44 iter: 8640 loss: 1.5702 (1.5828) loss_classifier: 0.1022 (0.1031) loss_box_reg: 0.1214 (0.1100) loss_objectness: 0.0173 (0.0390) loss_rpn_box_reg: 0.0134 (0.0213) loss_da_image: 0.6661 (0.6560) loss_da_instance: 0.6514 (0.6447) loss_da_consistency: 0.0072 (0.0086) time: 1.1200 (1.1292) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:39:07,143 maskrcnn_benchmark.trainer INFO: eta: 19:14:20 iter: 8660 loss: 1.5908 (1.5828) loss_classifier: 0.1045 (0.1032) loss_box_reg: 0.1063 (0.1100) loss_objectness: 0.0178 (0.0390) loss_rpn_box_reg: 0.0174 (0.0213) loss_da_image: 0.6589 (0.6560) loss_da_instance: 0.6579 (0.6447) loss_da_consistency: 0.0073 (0.0086) time: 1.1204 (1.1291) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:39:29,545 maskrcnn_benchmark.trainer INFO: eta: 19:13:56 iter: 8680 loss: 1.5269 (1.5827) loss_classifier: 0.0776 (0.1031) loss_box_reg: 0.0631 (0.1100) loss_objectness: 0.0161 (0.0390) loss_rpn_box_reg: 0.0109 (0.0213) loss_da_image: 0.6539 (0.6560) loss_da_instance: 0.6609 (0.6448) loss_da_consistency: 0.0061 (0.0086) time: 1.1211 (1.1291) data: 0.0798 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:39:51,965 maskrcnn_benchmark.trainer INFO: eta: 19:13:33 iter: 8700 loss: 1.5014 (1.5827) loss_classifier: 0.0835 (0.1031) loss_box_reg: 0.1000 (0.1100) loss_objectness: 0.0177 (0.0389) loss_rpn_box_reg: 0.0131 (0.0213) loss_da_image: 0.6615 (0.6560) loss_da_instance: 0.6326 (0.6448) loss_da_consistency: 0.0081 (0.0086) time: 1.1195 (1.1291) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:40:14,416 maskrcnn_benchmark.trainer INFO: eta: 19:13:09 iter: 8720 loss: 1.5349 (1.5826) loss_classifier: 0.0709 (0.1030) loss_box_reg: 0.0980 (0.1100) loss_objectness: 0.0179 (0.0389) loss_rpn_box_reg: 0.0126 (0.0213) loss_da_image: 0.6667 (0.6560) loss_da_instance: 0.6499 (0.6448) loss_da_consistency: 0.0081 (0.0086) time: 1.1227 (1.1291) data: 0.0797 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:40:36,977 maskrcnn_benchmark.trainer INFO: eta: 19:12:47 iter: 8740 loss: 1.4660 (1.5825) loss_classifier: 0.0664 (0.1030) loss_box_reg: 0.0596 (0.1099) loss_objectness: 0.0108 (0.0388) loss_rpn_box_reg: 0.0054 (0.0212) loss_da_image: 0.6628 (0.6560) loss_da_instance: 0.6611 (0.6448) loss_da_consistency: 0.0075 (0.0086) time: 1.1251 (1.1291) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:40:59,365 maskrcnn_benchmark.trainer INFO: eta: 19:12:23 iter: 8760 loss: 1.4833 (1.5824) loss_classifier: 0.0476 (0.1029) loss_box_reg: 0.0747 (0.1098) loss_objectness: 0.0129 (0.0388) loss_rpn_box_reg: 0.0081 (0.0212) loss_da_image: 0.6693 (0.6561) loss_da_instance: 0.6628 (0.6449) loss_da_consistency: 0.0069 (0.0086) time: 1.1200 (1.1291) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:41:21,816 maskrcnn_benchmark.trainer INFO: eta: 19:11:59 iter: 8780 loss: 1.5049 (1.5823) loss_classifier: 0.0738 (0.1029) loss_box_reg: 0.1120 (0.1099) loss_objectness: 0.0135 (0.0387) loss_rpn_box_reg: 0.0097 (0.0212) loss_da_image: 0.6721 (0.6561) loss_da_instance: 0.6495 (0.6449) loss_da_consistency: 0.0071 (0.0086) time: 1.1212 (1.1290) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:41:44,232 maskrcnn_benchmark.trainer INFO: eta: 19:11:35 iter: 8800 loss: 1.5181 (1.5823) loss_classifier: 0.0616 (0.1028) loss_box_reg: 0.0799 (0.1098) loss_objectness: 0.0129 (0.0387) loss_rpn_box_reg: 0.0091 (0.0212) loss_da_image: 0.6631 (0.6561) loss_da_instance: 0.6669 (0.6450) loss_da_consistency: 0.0070 (0.0086) time: 1.1200 (1.1290) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:42:06,676 maskrcnn_benchmark.trainer INFO: eta: 19:11:12 iter: 8820 loss: 1.4938 (1.5821) loss_classifier: 0.0771 (0.1028) loss_box_reg: 0.0512 (0.1097) loss_objectness: 0.0135 (0.0387) loss_rpn_box_reg: 0.0114 (0.0212) loss_da_image: 0.6641 (0.6561) loss_da_instance: 0.6739 (0.6450) loss_da_consistency: 0.0053 (0.0086) time: 1.1208 (1.1290) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:42:29,177 maskrcnn_benchmark.trainer INFO: eta: 19:10:49 iter: 8840 loss: 1.4852 (1.5820) loss_classifier: 0.0701 (0.1027) loss_box_reg: 0.0698 (0.1097) loss_objectness: 0.0100 (0.0386) loss_rpn_box_reg: 0.0077 (0.0211) loss_da_image: 0.6589 (0.6562) loss_da_instance: 0.6633 (0.6451) loss_da_consistency: 0.0069 (0.0086) time: 1.1231 (1.1290) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:42:51,620 maskrcnn_benchmark.trainer INFO: eta: 19:10:25 iter: 8860 loss: 1.5557 (1.5820) loss_classifier: 0.0852 (0.1027) loss_box_reg: 0.0907 (0.1097) loss_objectness: 0.0185 (0.0386) loss_rpn_box_reg: 0.0131 (0.0211) loss_da_image: 0.6647 (0.6562) loss_da_instance: 0.6549 (0.6451) loss_da_consistency: 0.0084 (0.0086) time: 1.1218 (1.1290) data: 0.0799 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:43:14,054 maskrcnn_benchmark.trainer INFO: eta: 19:10:02 iter: 8880 loss: 1.5272 (1.5819) loss_classifier: 0.0691 (0.1027) loss_box_reg: 0.0803 (0.1096) loss_objectness: 0.0120 (0.0386) loss_rpn_box_reg: 0.0092 (0.0211) loss_da_image: 0.6682 (0.6562) loss_da_instance: 0.6607 (0.6451) loss_da_consistency: 0.0067 (0.0086) time: 1.1186 (1.1290) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:43:36,437 maskrcnn_benchmark.trainer INFO: eta: 19:09:38 iter: 8900 loss: 1.4893 (1.5818) loss_classifier: 0.0676 (0.1026) loss_box_reg: 0.0544 (0.1096) loss_objectness: 0.0131 (0.0385) loss_rpn_box_reg: 0.0103 (0.0211) loss_da_image: 0.6654 (0.6562) loss_da_instance: 0.6671 (0.6452) loss_da_consistency: 0.0065 (0.0086) time: 1.1179 (1.1289) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:43:58,832 maskrcnn_benchmark.trainer INFO: eta: 19:09:14 iter: 8920 loss: 1.4916 (1.5817) loss_classifier: 0.0780 (0.1026) loss_box_reg: 0.0742 (0.1095) loss_objectness: 0.0095 (0.0385) loss_rpn_box_reg: 0.0075 (0.0211) loss_da_image: 0.6604 (0.6563) loss_da_instance: 0.6577 (0.6452) loss_da_consistency: 0.0064 (0.0086) time: 1.1179 (1.1289) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:44:21,310 maskrcnn_benchmark.trainer INFO: eta: 19:08:51 iter: 8940 loss: 1.5249 (1.5816) loss_classifier: 0.0830 (0.1025) loss_box_reg: 0.0704 (0.1094) loss_objectness: 0.0133 (0.0384) loss_rpn_box_reg: 0.0093 (0.0211) loss_da_image: 0.6642 (0.6563) loss_da_instance: 0.6575 (0.6453) loss_da_consistency: 0.0068 (0.0086) time: 1.1223 (1.1289) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:44:43,816 maskrcnn_benchmark.trainer INFO: eta: 19:08:28 iter: 8960 loss: 1.5562 (1.5815) loss_classifier: 0.0793 (0.1025) loss_box_reg: 0.0819 (0.1094) loss_objectness: 0.0173 (0.0384) loss_rpn_box_reg: 0.0158 (0.0211) loss_da_image: 0.6700 (0.6563) loss_da_instance: 0.6628 (0.6453) loss_da_consistency: 0.0072 (0.0086) time: 1.1238 (1.1289) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:45:06,342 maskrcnn_benchmark.trainer INFO: eta: 19:08:05 iter: 8980 loss: 1.4750 (1.5815) loss_classifier: 0.0457 (0.1024) loss_box_reg: 0.0411 (0.1094) loss_objectness: 0.0129 (0.0384) loss_rpn_box_reg: 0.0103 (0.0210) loss_da_image: 0.6714 (0.6564) loss_da_instance: 0.6635 (0.6453) loss_da_consistency: 0.0067 (0.0086) time: 1.1259 (1.1289) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:45:29,076 maskrcnn_benchmark.trainer INFO: eta: 19:07:43 iter: 9000 loss: 1.5708 (1.5815) loss_classifier: 0.0681 (0.1024) loss_box_reg: 0.0803 (0.1094) loss_objectness: 0.0301 (0.0384) loss_rpn_box_reg: 0.0137 (0.0210) loss_da_image: 0.6599 (0.6564) loss_da_instance: 0.6786 (0.6454) loss_da_consistency: 0.0071 (0.0086) time: 1.1326 (1.1289) data: 0.0765 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:45:51,622 maskrcnn_benchmark.trainer INFO: eta: 19:07:20 iter: 9020 loss: 1.4777 (1.5815) loss_classifier: 0.0810 (0.1024) loss_box_reg: 0.0791 (0.1093) loss_objectness: 0.0184 (0.0384) loss_rpn_box_reg: 0.0120 (0.0210) loss_da_image: 0.6486 (0.6564) loss_da_instance: 0.6487 (0.6454) loss_da_consistency: 0.0066 (0.0086) time: 1.1234 (1.1289) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:46:14,094 maskrcnn_benchmark.trainer INFO: eta: 19:06:57 iter: 9040 loss: 1.5700 (1.5814) loss_classifier: 0.0836 (0.1024) loss_box_reg: 0.0881 (0.1093) loss_objectness: 0.0166 (0.0383) loss_rpn_box_reg: 0.0141 (0.0210) loss_da_image: 0.6524 (0.6563) loss_da_instance: 0.6572 (0.6454) loss_da_consistency: 0.0064 (0.0086) time: 1.1228 (1.1289) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:46:36,527 maskrcnn_benchmark.trainer INFO: eta: 19:06:33 iter: 9060 loss: 1.5729 (1.5814) loss_classifier: 0.1139 (0.1024) loss_box_reg: 0.1087 (0.1093) loss_objectness: 0.0172 (0.0383) loss_rpn_box_reg: 0.0095 (0.0210) loss_da_image: 0.6444 (0.6563) loss_da_instance: 0.6581 (0.6455) loss_da_consistency: 0.0077 (0.0086) time: 1.1208 (1.1289) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:46:59,081 maskrcnn_benchmark.trainer INFO: eta: 19:06:11 iter: 9080 loss: 1.5484 (1.5814) loss_classifier: 0.0707 (0.1024) loss_box_reg: 0.0745 (0.1093) loss_objectness: 0.0279 (0.0383) loss_rpn_box_reg: 0.0125 (0.0210) loss_da_image: 0.6520 (0.6563) loss_da_instance: 0.6661 (0.6455) loss_da_consistency: 0.0082 (0.0086) time: 1.1244 (1.1289) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:47:21,599 maskrcnn_benchmark.trainer INFO: eta: 19:05:48 iter: 9100 loss: 1.5683 (1.5814) loss_classifier: 0.0791 (0.1024) loss_box_reg: 0.0960 (0.1093) loss_objectness: 0.0189 (0.0383) loss_rpn_box_reg: 0.0120 (0.0210) loss_da_image: 0.6542 (0.6563) loss_da_instance: 0.6566 (0.6455) loss_da_consistency: 0.0079 (0.0086) time: 1.1262 (1.1289) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:47:44,209 maskrcnn_benchmark.trainer INFO: eta: 19:05:25 iter: 9120 loss: 1.4855 (1.5812) loss_classifier: 0.0638 (0.1023) loss_box_reg: 0.0551 (0.1092) loss_objectness: 0.0151 (0.0382) loss_rpn_box_reg: 0.0081 (0.0210) loss_da_image: 0.6628 (0.6564) loss_da_instance: 0.6639 (0.6456) loss_da_consistency: 0.0072 (0.0086) time: 1.1326 (1.1289) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:48:06,711 maskrcnn_benchmark.trainer INFO: eta: 19:05:02 iter: 9140 loss: 1.4970 (1.5811) loss_classifier: 0.0641 (0.1022) loss_box_reg: 0.0553 (0.1091) loss_objectness: 0.0118 (0.0382) loss_rpn_box_reg: 0.0101 (0.0210) loss_da_image: 0.6666 (0.6564) loss_da_instance: 0.6653 (0.6456) loss_da_consistency: 0.0066 (0.0086) time: 1.1240 (1.1289) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:48:29,316 maskrcnn_benchmark.trainer INFO: eta: 19:04:40 iter: 9160 loss: 1.5159 (1.5810) loss_classifier: 0.0747 (0.1021) loss_box_reg: 0.0812 (0.1091) loss_objectness: 0.0169 (0.0381) loss_rpn_box_reg: 0.0088 (0.0210) loss_da_image: 0.6595 (0.6564) loss_da_instance: 0.6659 (0.6456) loss_da_consistency: 0.0066 (0.0086) time: 1.1317 (1.1289) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:48:51,903 maskrcnn_benchmark.trainer INFO: eta: 19:04:17 iter: 9180 loss: 1.5356 (1.5810) loss_classifier: 0.0815 (0.1021) loss_box_reg: 0.0664 (0.1091) loss_objectness: 0.0189 (0.0381) loss_rpn_box_reg: 0.0174 (0.0210) loss_da_image: 0.6664 (0.6564) loss_da_instance: 0.6677 (0.6457) loss_da_consistency: 0.0073 (0.0085) time: 1.1300 (1.1289) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:49:14,484 maskrcnn_benchmark.trainer INFO: eta: 19:03:55 iter: 9200 loss: 1.5121 (1.5808) loss_classifier: 0.0711 (0.1021) loss_box_reg: 0.0715 (0.1090) loss_objectness: 0.0119 (0.0381) loss_rpn_box_reg: 0.0070 (0.0210) loss_da_image: 0.6431 (0.6564) loss_da_instance: 0.6616 (0.6457) loss_da_consistency: 0.0072 (0.0085) time: 1.1273 (1.1289) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:49:37,115 maskrcnn_benchmark.trainer INFO: eta: 19:03:33 iter: 9220 loss: 1.6260 (1.5808) loss_classifier: 0.1204 (0.1021) loss_box_reg: 0.1099 (0.1090) loss_objectness: 0.0223 (0.0380) loss_rpn_box_reg: 0.0186 (0.0210) loss_da_image: 0.6556 (0.6564) loss_da_instance: 0.6624 (0.6458) loss_da_consistency: 0.0066 (0.0085) time: 1.1261 (1.1289) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:49:59,752 maskrcnn_benchmark.trainer INFO: eta: 19:03:10 iter: 9240 loss: 1.5182 (1.5808) loss_classifier: 0.0828 (0.1021) loss_box_reg: 0.1145 (0.1090) loss_objectness: 0.0120 (0.0380) loss_rpn_box_reg: 0.0117 (0.0210) loss_da_image: 0.6433 (0.6564) loss_da_instance: 0.6605 (0.6458) loss_da_consistency: 0.0076 (0.0085) time: 1.1262 (1.1289) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:50:22,256 maskrcnn_benchmark.trainer INFO: eta: 19:02:47 iter: 9260 loss: 1.5260 (1.5807) loss_classifier: 0.0747 (0.1020) loss_box_reg: 0.0693 (0.1090) loss_objectness: 0.0171 (0.0380) loss_rpn_box_reg: 0.0125 (0.0210) loss_da_image: 0.6489 (0.6564) loss_da_instance: 0.6628 (0.6458) loss_da_consistency: 0.0079 (0.0085) time: 1.1248 (1.1289) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:50:44,819 maskrcnn_benchmark.trainer INFO: eta: 19:02:25 iter: 9280 loss: 1.5408 (1.5806) loss_classifier: 0.0921 (0.1020) loss_box_reg: 0.0775 (0.1089) loss_objectness: 0.0138 (0.0380) loss_rpn_box_reg: 0.0152 (0.0209) loss_da_image: 0.6519 (0.6564) loss_da_instance: 0.6700 (0.6459) loss_da_consistency: 0.0073 (0.0085) time: 1.1224 (1.1289) data: 0.0756 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:51:07,335 maskrcnn_benchmark.trainer INFO: eta: 19:02:02 iter: 9300 loss: 1.5134 (1.5805) loss_classifier: 0.0782 (0.1020) loss_box_reg: 0.0715 (0.1089) loss_objectness: 0.0213 (0.0379) loss_rpn_box_reg: 0.0095 (0.0209) loss_da_image: 0.6530 (0.6564) loss_da_instance: 0.6621 (0.6459) loss_da_consistency: 0.0072 (0.0085) time: 1.1250 (1.1289) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:51:29,778 maskrcnn_benchmark.trainer INFO: eta: 19:01:38 iter: 9320 loss: 1.5205 (1.5805) loss_classifier: 0.0720 (0.1019) loss_box_reg: 0.0814 (0.1089) loss_objectness: 0.0140 (0.0379) loss_rpn_box_reg: 0.0124 (0.0209) loss_da_image: 0.6538 (0.6564) loss_da_instance: 0.6583 (0.6459) loss_da_consistency: 0.0066 (0.0085) time: 1.1218 (1.1289) data: 0.0798 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:51:52,363 maskrcnn_benchmark.trainer INFO: eta: 19:01:16 iter: 9340 loss: 1.5777 (1.5805) loss_classifier: 0.0897 (0.1019) loss_box_reg: 0.0819 (0.1088) loss_objectness: 0.0188 (0.0378) loss_rpn_box_reg: 0.0132 (0.0209) loss_da_image: 0.6765 (0.6564) loss_da_instance: 0.6643 (0.6460) loss_da_consistency: 0.0064 (0.0085) time: 1.1290 (1.1289) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:52:14,904 maskrcnn_benchmark.trainer INFO: eta: 19:00:53 iter: 9360 loss: 1.5153 (1.5804) loss_classifier: 0.0767 (0.1019) loss_box_reg: 0.0683 (0.1088) loss_objectness: 0.0125 (0.0378) loss_rpn_box_reg: 0.0088 (0.0209) loss_da_image: 0.6706 (0.6565) loss_da_instance: 0.6726 (0.6460) loss_da_consistency: 0.0075 (0.0085) time: 1.1268 (1.1288) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:52:37,372 maskrcnn_benchmark.trainer INFO: eta: 19:00:30 iter: 9380 loss: 1.5416 (1.5804) loss_classifier: 0.0811 (0.1018) loss_box_reg: 0.0896 (0.1088) loss_objectness: 0.0229 (0.0378) loss_rpn_box_reg: 0.0134 (0.0209) loss_da_image: 0.6627 (0.6565) loss_da_instance: 0.6566 (0.6461) loss_da_consistency: 0.0081 (0.0085) time: 1.1219 (1.1288) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:52:59,988 maskrcnn_benchmark.trainer INFO: eta: 19:00:07 iter: 9400 loss: 1.5189 (1.5803) loss_classifier: 0.0804 (0.1018) loss_box_reg: 0.0787 (0.1087) loss_objectness: 0.0152 (0.0378) loss_rpn_box_reg: 0.0099 (0.0209) loss_da_image: 0.6543 (0.6565) loss_da_instance: 0.6560 (0.6461) loss_da_consistency: 0.0067 (0.0085) time: 1.1232 (1.1288) data: 0.0797 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:53:22,494 maskrcnn_benchmark.trainer INFO: eta: 18:59:44 iter: 9420 loss: 1.5123 (1.5802) loss_classifier: 0.0707 (0.1018) loss_box_reg: 0.0695 (0.1087) loss_objectness: 0.0177 (0.0377) loss_rpn_box_reg: 0.0176 (0.0209) loss_da_image: 0.6517 (0.6565) loss_da_instance: 0.6575 (0.6461) loss_da_consistency: 0.0066 (0.0085) time: 1.1251 (1.1288) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:53:45,132 maskrcnn_benchmark.trainer INFO: eta: 18:59:22 iter: 9440 loss: 1.4566 (1.5801) loss_classifier: 0.0727 (0.1017) loss_box_reg: 0.0662 (0.1086) loss_objectness: 0.0138 (0.0377) loss_rpn_box_reg: 0.0127 (0.0209) loss_da_image: 0.6700 (0.6565) loss_da_instance: 0.6660 (0.6462) loss_da_consistency: 0.0070 (0.0085) time: 1.1266 (1.1288) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:54:07,775 maskrcnn_benchmark.trainer INFO: eta: 18:59:00 iter: 9460 loss: 1.5875 (1.5801) loss_classifier: 0.0747 (0.1017) loss_box_reg: 0.1225 (0.1086) loss_objectness: 0.0178 (0.0377) loss_rpn_box_reg: 0.0204 (0.0209) loss_da_image: 0.6678 (0.6565) loss_da_instance: 0.6565 (0.6462) loss_da_consistency: 0.0073 (0.0085) time: 1.1292 (1.1288) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:54:30,417 maskrcnn_benchmark.trainer INFO: eta: 18:58:38 iter: 9480 loss: 1.4979 (1.5801) loss_classifier: 0.0681 (0.1016) loss_box_reg: 0.0779 (0.1086) loss_objectness: 0.0151 (0.0376) loss_rpn_box_reg: 0.0087 (0.0209) loss_da_image: 0.6681 (0.6566) loss_da_instance: 0.6608 (0.6462) loss_da_consistency: 0.0061 (0.0085) time: 1.1291 (1.1289) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:54:53,240 maskrcnn_benchmark.trainer INFO: eta: 18:58:17 iter: 9500 loss: 1.5428 (1.5800) loss_classifier: 0.0803 (0.1016) loss_box_reg: 0.0897 (0.1086) loss_objectness: 0.0182 (0.0376) loss_rpn_box_reg: 0.0152 (0.0209) loss_da_image: 0.6646 (0.6566) loss_da_instance: 0.6498 (0.6462) loss_da_consistency: 0.0072 (0.0085) time: 1.1346 (1.1289) data: 0.0803 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:55:15,783 maskrcnn_benchmark.trainer INFO: eta: 18:57:54 iter: 9520 loss: 1.5194 (1.5800) loss_classifier: 0.0838 (0.1015) loss_box_reg: 0.1076 (0.1086) loss_objectness: 0.0144 (0.0376) loss_rpn_box_reg: 0.0121 (0.0209) loss_da_image: 0.6672 (0.6566) loss_da_instance: 0.6561 (0.6463) loss_da_consistency: 0.0074 (0.0085) time: 1.1263 (1.1289) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:55:38,333 maskrcnn_benchmark.trainer INFO: eta: 18:57:31 iter: 9540 loss: 1.4708 (1.5800) loss_classifier: 0.0505 (0.1015) loss_box_reg: 0.0571 (0.1086) loss_objectness: 0.0146 (0.0375) loss_rpn_box_reg: 0.0043 (0.0209) loss_da_image: 0.6735 (0.6567) loss_da_instance: 0.6647 (0.6463) loss_da_consistency: 0.0066 (0.0085) time: 1.1271 (1.1289) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:56:00,922 maskrcnn_benchmark.trainer INFO: eta: 18:57:09 iter: 9560 loss: 1.4910 (1.5799) loss_classifier: 0.0514 (0.1014) loss_box_reg: 0.0655 (0.1086) loss_objectness: 0.0166 (0.0375) loss_rpn_box_reg: 0.0093 (0.0208) loss_da_image: 0.6677 (0.6567) loss_da_instance: 0.6475 (0.6463) loss_da_consistency: 0.0085 (0.0085) time: 1.1273 (1.1289) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:56:23,544 maskrcnn_benchmark.trainer INFO: eta: 18:56:46 iter: 9580 loss: 1.5150 (1.5799) loss_classifier: 0.0657 (0.1014) loss_box_reg: 0.0720 (0.1086) loss_objectness: 0.0140 (0.0375) loss_rpn_box_reg: 0.0137 (0.0208) loss_da_image: 0.6735 (0.6567) loss_da_instance: 0.6608 (0.6464) loss_da_consistency: 0.0065 (0.0085) time: 1.1316 (1.1289) data: 0.0762 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:56:47,193 maskrcnn_benchmark.trainer INFO: eta: 18:56:31 iter: 9600 loss: 1.5784 (1.5799) loss_classifier: 0.0901 (0.1014) loss_box_reg: 0.1125 (0.1086) loss_objectness: 0.0234 (0.0375) loss_rpn_box_reg: 0.0127 (0.0208) loss_da_image: 0.6695 (0.6567) loss_da_instance: 0.6589 (0.6464) loss_da_consistency: 0.0078 (0.0085) time: 1.1332 (1.1290) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:57:09,692 maskrcnn_benchmark.trainer INFO: eta: 18:56:07 iter: 9620 loss: 1.5445 (1.5798) loss_classifier: 0.0831 (0.1014) loss_box_reg: 0.0792 (0.1085) loss_objectness: 0.0174 (0.0374) loss_rpn_box_reg: 0.0122 (0.0208) loss_da_image: 0.6759 (0.6568) loss_da_instance: 0.6640 (0.6464) loss_da_consistency: 0.0071 (0.0085) time: 1.1260 (1.1290) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:57:32,226 maskrcnn_benchmark.trainer INFO: eta: 18:55:45 iter: 9640 loss: 1.5271 (1.5797) loss_classifier: 0.0744 (0.1013) loss_box_reg: 0.0629 (0.1085) loss_objectness: 0.0133 (0.0374) loss_rpn_box_reg: 0.0065 (0.0208) loss_da_image: 0.6646 (0.6568) loss_da_instance: 0.6643 (0.6465) loss_da_consistency: 0.0072 (0.0085) time: 1.1276 (1.1290) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:57:54,753 maskrcnn_benchmark.trainer INFO: eta: 18:55:22 iter: 9660 loss: 1.5447 (1.5797) loss_classifier: 0.0664 (0.1013) loss_box_reg: 0.0815 (0.1085) loss_objectness: 0.0159 (0.0374) loss_rpn_box_reg: 0.0097 (0.0208) loss_da_image: 0.6628 (0.6568) loss_da_instance: 0.6570 (0.6465) loss_da_consistency: 0.0075 (0.0085) time: 1.1262 (1.1290) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:58:17,327 maskrcnn_benchmark.trainer INFO: eta: 18:54:59 iter: 9680 loss: 1.4896 (1.5796) loss_classifier: 0.0461 (0.1012) loss_box_reg: 0.0655 (0.1085) loss_objectness: 0.0083 (0.0373) loss_rpn_box_reg: 0.0067 (0.0208) loss_da_image: 0.6647 (0.6568) loss_da_instance: 0.6556 (0.6465) loss_da_consistency: 0.0071 (0.0085) time: 1.1277 (1.1290) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:58:39,889 maskrcnn_benchmark.trainer INFO: eta: 18:54:36 iter: 9700 loss: 1.5349 (1.5796) loss_classifier: 0.0638 (0.1012) loss_box_reg: 0.0707 (0.1084) loss_objectness: 0.0130 (0.0373) loss_rpn_box_reg: 0.0096 (0.0207) loss_da_image: 0.6654 (0.6568) loss_da_instance: 0.6676 (0.6466) loss_da_consistency: 0.0064 (0.0085) time: 1.1291 (1.1290) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:59:02,376 maskrcnn_benchmark.trainer INFO: eta: 18:54:13 iter: 9720 loss: 1.5063 (1.5794) loss_classifier: 0.0687 (0.1011) loss_box_reg: 0.0727 (0.1084) loss_objectness: 0.0126 (0.0373) loss_rpn_box_reg: 0.0106 (0.0207) loss_da_image: 0.6606 (0.6569) loss_da_instance: 0.6569 (0.6466) loss_da_consistency: 0.0073 (0.0085) time: 1.1218 (1.1290) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:59:24,978 maskrcnn_benchmark.trainer INFO: eta: 18:53:51 iter: 9740 loss: 1.5599 (1.5794) loss_classifier: 0.0858 (0.1011) loss_box_reg: 0.1060 (0.1084) loss_objectness: 0.0206 (0.0372) loss_rpn_box_reg: 0.0147 (0.0207) loss_da_image: 0.6621 (0.6569) loss_da_instance: 0.6488 (0.6466) loss_da_consistency: 0.0075 (0.0085) time: 1.1286 (1.1290) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 12:59:47,562 maskrcnn_benchmark.trainer INFO: eta: 18:53:28 iter: 9760 loss: 1.5628 (1.5794) loss_classifier: 0.0831 (0.1011) loss_box_reg: 0.1205 (0.1084) loss_objectness: 0.0147 (0.0372) loss_rpn_box_reg: 0.0130 (0.0207) loss_da_image: 0.6784 (0.6569) loss_da_instance: 0.6534 (0.6466) loss_da_consistency: 0.0094 (0.0085) time: 1.1285 (1.1290) data: 0.0800 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:00:10,153 maskrcnn_benchmark.trainer INFO: eta: 18:53:06 iter: 9780 loss: 1.5828 (1.5794) loss_classifier: 0.0600 (0.1010) loss_box_reg: 0.0872 (0.1083) loss_objectness: 0.0165 (0.0372) loss_rpn_box_reg: 0.0102 (0.0207) loss_da_image: 0.6785 (0.6570) loss_da_instance: 0.6864 (0.6467) loss_da_consistency: 0.0084 (0.0085) time: 1.1284 (1.1290) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:00:32,730 maskrcnn_benchmark.trainer INFO: eta: 18:52:43 iter: 9800 loss: 1.5691 (1.5795) loss_classifier: 0.0829 (0.1010) loss_box_reg: 0.1012 (0.1083) loss_objectness: 0.0243 (0.0372) loss_rpn_box_reg: 0.0127 (0.0207) loss_da_image: 0.6649 (0.6570) loss_da_instance: 0.6635 (0.6467) loss_da_consistency: 0.0069 (0.0085) time: 1.1271 (1.1290) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:00:55,256 maskrcnn_benchmark.trainer INFO: eta: 18:52:20 iter: 9820 loss: 1.5322 (1.5794) loss_classifier: 0.0690 (0.1010) loss_box_reg: 0.0718 (0.1083) loss_objectness: 0.0186 (0.0371) loss_rpn_box_reg: 0.0109 (0.0207) loss_da_image: 0.6728 (0.6570) loss_da_instance: 0.6589 (0.6468) loss_da_consistency: 0.0075 (0.0085) time: 1.1295 (1.1290) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:01:17,801 maskrcnn_benchmark.trainer INFO: eta: 18:51:57 iter: 9840 loss: 1.5029 (1.5793) loss_classifier: 0.0471 (0.1009) loss_box_reg: 0.0719 (0.1083) loss_objectness: 0.0121 (0.0371) loss_rpn_box_reg: 0.0081 (0.0207) loss_da_image: 0.6781 (0.6571) loss_da_instance: 0.6615 (0.6468) loss_da_consistency: 0.0071 (0.0085) time: 1.1273 (1.1290) data: 0.0798 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:01:40,535 maskrcnn_benchmark.trainer INFO: eta: 18:51:36 iter: 9860 loss: 1.5862 (1.5793) loss_classifier: 0.0952 (0.1009) loss_box_reg: 0.0944 (0.1083) loss_objectness: 0.0154 (0.0371) loss_rpn_box_reg: 0.0166 (0.0207) loss_da_image: 0.6797 (0.6571) loss_da_instance: 0.6541 (0.6468) loss_da_consistency: 0.0081 (0.0085) time: 1.1182 (1.1290) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:02:03,071 maskrcnn_benchmark.trainer INFO: eta: 18:51:13 iter: 9880 loss: 1.6518 (1.5794) loss_classifier: 0.1237 (0.1009) loss_box_reg: 0.1187 (0.1083) loss_objectness: 0.0230 (0.0371) loss_rpn_box_reg: 0.0185 (0.0207) loss_da_image: 0.6659 (0.6571) loss_da_instance: 0.6573 (0.6469) loss_da_consistency: 0.0071 (0.0085) time: 1.1276 (1.1290) data: 0.0798 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:02:25,660 maskrcnn_benchmark.trainer INFO: eta: 18:50:50 iter: 9900 loss: 1.5286 (1.5794) loss_classifier: 0.0854 (0.1009) loss_box_reg: 0.0644 (0.1082) loss_objectness: 0.0238 (0.0371) loss_rpn_box_reg: 0.0087 (0.0207) loss_da_image: 0.6712 (0.6572) loss_da_instance: 0.6575 (0.6469) loss_da_consistency: 0.0081 (0.0085) time: 1.1266 (1.1290) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:02:48,147 maskrcnn_benchmark.trainer INFO: eta: 18:50:27 iter: 9920 loss: 1.5808 (1.5794) loss_classifier: 0.0804 (0.1009) loss_box_reg: 0.0848 (0.1082) loss_objectness: 0.0193 (0.0370) loss_rpn_box_reg: 0.0108 (0.0207) loss_da_image: 0.6774 (0.6572) loss_da_instance: 0.6559 (0.6469) loss_da_consistency: 0.0096 (0.0085) time: 1.1230 (1.1290) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:03:10,628 maskrcnn_benchmark.trainer INFO: eta: 18:50:04 iter: 9940 loss: 1.5184 (1.5793) loss_classifier: 0.0615 (0.1008) loss_box_reg: 0.0868 (0.1081) loss_objectness: 0.0101 (0.0370) loss_rpn_box_reg: 0.0115 (0.0207) loss_da_image: 0.6622 (0.6573) loss_da_instance: 0.6603 (0.6470) loss_da_consistency: 0.0075 (0.0085) time: 1.1248 (1.1289) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:03:33,160 maskrcnn_benchmark.trainer INFO: eta: 18:49:41 iter: 9960 loss: 1.5427 (1.5792) loss_classifier: 0.0682 (0.1008) loss_box_reg: 0.0841 (0.1081) loss_objectness: 0.0136 (0.0369) loss_rpn_box_reg: 0.0136 (0.0206) loss_da_image: 0.6716 (0.6573) loss_da_instance: 0.6601 (0.6470) loss_da_consistency: 0.0071 (0.0085) time: 1.1269 (1.1289) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:03:55,658 maskrcnn_benchmark.trainer INFO: eta: 18:49:18 iter: 9980 loss: 1.5642 (1.5792) loss_classifier: 0.0743 (0.1007) loss_box_reg: 0.0974 (0.1081) loss_objectness: 0.0100 (0.0369) loss_rpn_box_reg: 0.0104 (0.0206) loss_da_image: 0.6710 (0.6573) loss_da_instance: 0.6665 (0.6470) loss_da_consistency: 0.0066 (0.0085) time: 1.1235 (1.1289) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:04:18,186 maskrcnn_benchmark.trainer INFO: eta: 18:48:55 iter: 10000 loss: 1.5912 (1.5792) loss_classifier: 0.0950 (0.1007) loss_box_reg: 0.1065 (0.1081) loss_objectness: 0.0208 (0.0369) loss_rpn_box_reg: 0.0145 (0.0206) loss_da_image: 0.6706 (0.6574) loss_da_instance: 0.6684 (0.6471) loss_da_consistency: 0.0062 (0.0085) time: 1.1247 (1.1289) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:04:18,188 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0010000.pth
2019-10-03 13:04:40,968 maskrcnn_benchmark.trainer INFO: eta: 18:48:34 iter: 10020 loss: 1.5491 (1.5793) loss_classifier: 0.0826 (0.1007) loss_box_reg: 0.0926 (0.1081) loss_objectness: 0.0167 (0.0369) loss_rpn_box_reg: 0.0091 (0.0206) loss_da_image: 0.6851 (0.6574) loss_da_instance: 0.6542 (0.6471) loss_da_consistency: 0.0094 (0.0085) time: 1.1177 (1.1290) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:05:03,501 maskrcnn_benchmark.trainer INFO: eta: 18:48:11 iter: 10040 loss: 1.5657 (1.5793) loss_classifier: 0.0881 (0.1007) loss_box_reg: 0.0886 (0.1081) loss_objectness: 0.0187 (0.0368) loss_rpn_box_reg: 0.0155 (0.0206) loss_da_image: 0.6682 (0.6574) loss_da_instance: 0.6314 (0.6471) loss_da_consistency: 0.0088 (0.0085) time: 1.1226 (1.1289) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:05:26,100 maskrcnn_benchmark.trainer INFO: eta: 18:47:49 iter: 10060 loss: 1.5275 (1.5792) loss_classifier: 0.0675 (0.1006) loss_box_reg: 0.0823 (0.1081) loss_objectness: 0.0156 (0.0368) loss_rpn_box_reg: 0.0103 (0.0206) loss_da_image: 0.6702 (0.6575) loss_da_instance: 0.6631 (0.6471) loss_da_consistency: 0.0082 (0.0085) time: 1.1301 (1.1289) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:05:48,729 maskrcnn_benchmark.trainer INFO: eta: 18:47:26 iter: 10080 loss: 1.5485 (1.5792) loss_classifier: 0.0782 (0.1006) loss_box_reg: 0.0886 (0.1081) loss_objectness: 0.0183 (0.0368) loss_rpn_box_reg: 0.0121 (0.0206) loss_da_image: 0.6686 (0.6575) loss_da_instance: 0.6693 (0.6472) loss_da_consistency: 0.0069 (0.0085) time: 1.1290 (1.1290) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:06:11,312 maskrcnn_benchmark.trainer INFO: eta: 18:47:04 iter: 10100 loss: 1.5236 (1.5791) loss_classifier: 0.0686 (0.1006) loss_box_reg: 0.0745 (0.1080) loss_objectness: 0.0148 (0.0367) loss_rpn_box_reg: 0.0087 (0.0206) loss_da_image: 0.6698 (0.6575) loss_da_instance: 0.6542 (0.6472) loss_da_consistency: 0.0069 (0.0085) time: 1.1282 (1.1290) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:06:33,877 maskrcnn_benchmark.trainer INFO: eta: 18:46:41 iter: 10120 loss: 1.5088 (1.5791) loss_classifier: 0.0719 (0.1005) loss_box_reg: 0.0738 (0.1080) loss_objectness: 0.0148 (0.0367) loss_rpn_box_reg: 0.0113 (0.0206) loss_da_image: 0.6689 (0.6576) loss_da_instance: 0.6675 (0.6472) loss_da_consistency: 0.0069 (0.0085) time: 1.1286 (1.1290) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:06:56,418 maskrcnn_benchmark.trainer INFO: eta: 18:46:18 iter: 10140 loss: 1.5269 (1.5790) loss_classifier: 0.0632 (0.1005) loss_box_reg: 0.0765 (0.1079) loss_objectness: 0.0132 (0.0367) loss_rpn_box_reg: 0.0061 (0.0206) loss_da_image: 0.6778 (0.6576) loss_da_instance: 0.6648 (0.6473) loss_da_consistency: 0.0071 (0.0085) time: 1.1252 (1.1289) data: 0.0762 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:07:19,418 maskrcnn_benchmark.trainer INFO: eta: 18:45:58 iter: 10160 loss: 1.5868 (1.5791) loss_classifier: 0.0772 (0.1005) loss_box_reg: 0.0973 (0.1080) loss_objectness: 0.0161 (0.0366) loss_rpn_box_reg: 0.0142 (0.0206) loss_da_image: 0.6755 (0.6576) loss_da_instance: 0.6533 (0.6473) loss_da_consistency: 0.0068 (0.0085) time: 1.1284 (1.1290) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:07:41,929 maskrcnn_benchmark.trainer INFO: eta: 18:45:35 iter: 10180 loss: 1.4994 (1.5790) loss_classifier: 0.0745 (0.1005) loss_box_reg: 0.0662 (0.1079) loss_objectness: 0.0213 (0.0366) loss_rpn_box_reg: 0.0114 (0.0205) loss_da_image: 0.6747 (0.6577) loss_da_instance: 0.6655 (0.6473) loss_da_consistency: 0.0067 (0.0085) time: 1.1235 (1.1290) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:08:04,449 maskrcnn_benchmark.trainer INFO: eta: 18:45:12 iter: 10200 loss: 1.5364 (1.5790) loss_classifier: 0.0760 (0.1005) loss_box_reg: 0.0654 (0.1079) loss_objectness: 0.0202 (0.0366) loss_rpn_box_reg: 0.0118 (0.0205) loss_da_image: 0.6666 (0.6577) loss_da_instance: 0.6544 (0.6474) loss_da_consistency: 0.0075 (0.0085) time: 1.1242 (1.1290) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:08:26,921 maskrcnn_benchmark.trainer INFO: eta: 18:44:49 iter: 10220 loss: 1.5143 (1.5789) loss_classifier: 0.0568 (0.1004) loss_box_reg: 0.0559 (0.1078) loss_objectness: 0.0181 (0.0366) loss_rpn_box_reg: 0.0125 (0.0205) loss_da_image: 0.6751 (0.6577) loss_da_instance: 0.6615 (0.6474) loss_da_consistency: 0.0087 (0.0085) time: 1.1223 (1.1290) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:08:49,519 maskrcnn_benchmark.trainer INFO: eta: 18:44:27 iter: 10240 loss: 1.4880 (1.5788) loss_classifier: 0.0592 (0.1003) loss_box_reg: 0.0538 (0.1078) loss_objectness: 0.0119 (0.0365) loss_rpn_box_reg: 0.0092 (0.0205) loss_da_image: 0.6758 (0.6578) loss_da_instance: 0.6493 (0.6474) loss_da_consistency: 0.0093 (0.0085) time: 1.1302 (1.1290) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:09:12,228 maskrcnn_benchmark.trainer INFO: eta: 18:44:05 iter: 10260 loss: 1.5277 (1.5788) loss_classifier: 0.0781 (0.1003) loss_box_reg: 0.0909 (0.1078) loss_objectness: 0.0158 (0.0365) loss_rpn_box_reg: 0.0182 (0.0205) loss_da_image: 0.6779 (0.6578) loss_da_instance: 0.6539 (0.6474) loss_da_consistency: 0.0074 (0.0085) time: 1.1283 (1.1290) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:09:34,728 maskrcnn_benchmark.trainer INFO: eta: 18:43:42 iter: 10280 loss: 1.4856 (1.5787) loss_classifier: 0.0621 (0.1002) loss_box_reg: 0.0712 (0.1077) loss_objectness: 0.0092 (0.0365) loss_rpn_box_reg: 0.0071 (0.0205) loss_da_image: 0.6709 (0.6579) loss_da_instance: 0.6656 (0.6474) loss_da_consistency: 0.0070 (0.0085) time: 1.1260 (1.1290) data: 0.0799 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:09:57,188 maskrcnn_benchmark.trainer INFO: eta: 18:43:19 iter: 10300 loss: 1.5698 (1.5787) loss_classifier: 0.0853 (0.1002) loss_box_reg: 0.0974 (0.1077) loss_objectness: 0.0149 (0.0364) loss_rpn_box_reg: 0.0089 (0.0205) loss_da_image: 0.6755 (0.6579) loss_da_instance: 0.6621 (0.6475) loss_da_consistency: 0.0065 (0.0084) time: 1.1224 (1.1290) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:10:19,942 maskrcnn_benchmark.trainer INFO: eta: 18:42:57 iter: 10320 loss: 1.4951 (1.5786) loss_classifier: 0.0548 (0.1002) loss_box_reg: 0.0669 (0.1077) loss_objectness: 0.0147 (0.0364) loss_rpn_box_reg: 0.0103 (0.0205) loss_da_image: 0.6727 (0.6579) loss_da_instance: 0.6523 (0.6475) loss_da_consistency: 0.0073 (0.0084) time: 1.1304 (1.1290) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:10:42,483 maskrcnn_benchmark.trainer INFO: eta: 18:42:34 iter: 10340 loss: 1.4985 (1.5785) loss_classifier: 0.0568 (0.1001) loss_box_reg: 0.0768 (0.1076) loss_objectness: 0.0144 (0.0364) loss_rpn_box_reg: 0.0100 (0.0205) loss_da_image: 0.6709 (0.6580) loss_da_instance: 0.6542 (0.6475) loss_da_consistency: 0.0077 (0.0084) time: 1.1271 (1.1290) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:11:05,100 maskrcnn_benchmark.trainer INFO: eta: 18:42:12 iter: 10360 loss: 1.5677 (1.5785) loss_classifier: 0.0854 (0.1001) loss_box_reg: 0.1027 (0.1076) loss_objectness: 0.0232 (0.0364) loss_rpn_box_reg: 0.0168 (0.0205) loss_da_image: 0.6723 (0.6580) loss_da_instance: 0.6615 (0.6475) loss_da_consistency: 0.0070 (0.0084) time: 1.1269 (1.1290) data: 0.0797 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:11:27,847 maskrcnn_benchmark.trainer INFO: eta: 18:41:50 iter: 10380 loss: 1.4925 (1.5784) loss_classifier: 0.0640 (0.1001) loss_box_reg: 0.0632 (0.1076) loss_objectness: 0.0126 (0.0363) loss_rpn_box_reg: 0.0073 (0.0204) loss_da_image: 0.6702 (0.6580) loss_da_instance: 0.6547 (0.6475) loss_da_consistency: 0.0072 (0.0084) time: 1.1311 (1.1290) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:11:50,360 maskrcnn_benchmark.trainer INFO: eta: 18:41:27 iter: 10400 loss: 1.5402 (1.5784) loss_classifier: 0.0817 (0.1000) loss_box_reg: 0.0964 (0.1076) loss_objectness: 0.0200 (0.0363) loss_rpn_box_reg: 0.0155 (0.0204) loss_da_image: 0.6695 (0.6580) loss_da_instance: 0.6541 (0.6476) loss_da_consistency: 0.0073 (0.0084) time: 1.1249 (1.1290) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:12:12,834 maskrcnn_benchmark.trainer INFO: eta: 18:41:04 iter: 10420 loss: 1.5056 (1.5783) loss_classifier: 0.0819 (0.1000) loss_box_reg: 0.0716 (0.1075) loss_objectness: 0.0102 (0.0363) loss_rpn_box_reg: 0.0119 (0.0204) loss_da_image: 0.6720 (0.6581) loss_da_instance: 0.6559 (0.6476) loss_da_consistency: 0.0070 (0.0084) time: 1.1230 (1.1290) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:12:35,335 maskrcnn_benchmark.trainer INFO: eta: 18:40:41 iter: 10440 loss: 1.4708 (1.5782) loss_classifier: 0.0558 (0.0999) loss_box_reg: 0.0492 (0.1075) loss_objectness: 0.0135 (0.0362) loss_rpn_box_reg: 0.0092 (0.0204) loss_da_image: 0.6750 (0.6581) loss_da_instance: 0.6666 (0.6476) loss_da_consistency: 0.0066 (0.0084) time: 1.1260 (1.1290) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:12:57,862 maskrcnn_benchmark.trainer INFO: eta: 18:40:18 iter: 10460 loss: 1.5094 (1.5781) loss_classifier: 0.0575 (0.0999) loss_box_reg: 0.0627 (0.1074) loss_objectness: 0.0145 (0.0362) loss_rpn_box_reg: 0.0124 (0.0204) loss_da_image: 0.6704 (0.6581) loss_da_instance: 0.6661 (0.6477) loss_da_consistency: 0.0072 (0.0084) time: 1.1280 (1.1290) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:13:20,404 maskrcnn_benchmark.trainer INFO: eta: 18:39:55 iter: 10480 loss: 1.5671 (1.5781) loss_classifier: 0.0772 (0.0998) loss_box_reg: 0.0930 (0.1074) loss_objectness: 0.0169 (0.0362) loss_rpn_box_reg: 0.0150 (0.0204) loss_da_image: 0.6652 (0.6581) loss_da_instance: 0.6718 (0.6477) loss_da_consistency: 0.0065 (0.0084) time: 1.1268 (1.1290) data: 0.0760 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:13:42,892 maskrcnn_benchmark.trainer INFO: eta: 18:39:32 iter: 10500 loss: 1.5234 (1.5780) loss_classifier: 0.0671 (0.0998) loss_box_reg: 0.0874 (0.1073) loss_objectness: 0.0202 (0.0361) loss_rpn_box_reg: 0.0134 (0.0204) loss_da_image: 0.6674 (0.6581) loss_da_instance: 0.6676 (0.6477) loss_da_consistency: 0.0063 (0.0084) time: 1.1218 (1.1290) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:14:05,367 maskrcnn_benchmark.trainer INFO: eta: 18:39:09 iter: 10520 loss: 1.5336 (1.5779) loss_classifier: 0.0566 (0.0997) loss_box_reg: 0.0796 (0.1073) loss_objectness: 0.0130 (0.0361) loss_rpn_box_reg: 0.0111 (0.0204) loss_da_image: 0.6706 (0.6582) loss_da_instance: 0.6665 (0.6478) loss_da_consistency: 0.0071 (0.0084) time: 1.1231 (1.1289) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:14:27,854 maskrcnn_benchmark.trainer INFO: eta: 18:38:46 iter: 10540 loss: 1.5097 (1.5779) loss_classifier: 0.0671 (0.0997) loss_box_reg: 0.0928 (0.1073) loss_objectness: 0.0166 (0.0361) loss_rpn_box_reg: 0.0128 (0.0204) loss_da_image: 0.6617 (0.6582) loss_da_instance: 0.6621 (0.6478) loss_da_consistency: 0.0067 (0.0084) time: 1.1233 (1.1289) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:14:50,318 maskrcnn_benchmark.trainer INFO: eta: 18:38:23 iter: 10560 loss: 1.4792 (1.5778) loss_classifier: 0.0616 (0.0997) loss_box_reg: 0.0625 (0.1073) loss_objectness: 0.0140 (0.0361) loss_rpn_box_reg: 0.0098 (0.0204) loss_da_image: 0.6702 (0.6582) loss_da_instance: 0.6561 (0.6478) loss_da_consistency: 0.0065 (0.0084) time: 1.1227 (1.1289) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:15:12,814 maskrcnn_benchmark.trainer INFO: eta: 18:38:00 iter: 10580 loss: 1.5631 (1.5778) loss_classifier: 0.0721 (0.0997) loss_box_reg: 0.1129 (0.1073) loss_objectness: 0.0169 (0.0360) loss_rpn_box_reg: 0.0152 (0.0204) loss_da_image: 0.6665 (0.6582) loss_da_instance: 0.6513 (0.6478) loss_da_consistency: 0.0060 (0.0084) time: 1.1261 (1.1289) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:15:35,334 maskrcnn_benchmark.trainer INFO: eta: 18:37:37 iter: 10600 loss: 1.5240 (1.5777) loss_classifier: 0.0556 (0.0996) loss_box_reg: 0.0927 (0.1073) loss_objectness: 0.0106 (0.0360) loss_rpn_box_reg: 0.0081 (0.0204) loss_da_image: 0.6733 (0.6583) loss_da_instance: 0.6628 (0.6479) loss_da_consistency: 0.0056 (0.0084) time: 1.1263 (1.1289) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:15:57,934 maskrcnn_benchmark.trainer INFO: eta: 18:37:14 iter: 10620 loss: 1.5331 (1.5777) loss_classifier: 0.0516 (0.0996) loss_box_reg: 0.0789 (0.1072) loss_objectness: 0.0145 (0.0360) loss_rpn_box_reg: 0.0096 (0.0203) loss_da_image: 0.6686 (0.6583) loss_da_instance: 0.6547 (0.6479) loss_da_consistency: 0.0058 (0.0084) time: 1.1285 (1.1289) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:16:20,525 maskrcnn_benchmark.trainer INFO: eta: 18:36:52 iter: 10640 loss: 1.5159 (1.5776) loss_classifier: 0.0756 (0.0995) loss_box_reg: 0.0692 (0.1072) loss_objectness: 0.0155 (0.0359) loss_rpn_box_reg: 0.0111 (0.0203) loss_da_image: 0.6724 (0.6583) loss_da_instance: 0.6569 (0.6479) loss_da_consistency: 0.0059 (0.0084) time: 1.1284 (1.1289) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:16:43,281 maskrcnn_benchmark.trainer INFO: eta: 18:36:30 iter: 10660 loss: 1.5648 (1.5776) loss_classifier: 0.0900 (0.0995) loss_box_reg: 0.1048 (0.1072) loss_objectness: 0.0170 (0.0359) loss_rpn_box_reg: 0.0136 (0.0203) loss_da_image: 0.6754 (0.6584) loss_da_instance: 0.6613 (0.6479) loss_da_consistency: 0.0079 (0.0084) time: 1.1358 (1.1289) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:17:06,236 maskrcnn_benchmark.trainer INFO: eta: 18:36:10 iter: 10680 loss: 1.5886 (1.5778) loss_classifier: 0.1065 (0.0995) loss_box_reg: 0.0719 (0.1072) loss_objectness: 0.0338 (0.0360) loss_rpn_box_reg: 0.0132 (0.0204) loss_da_image: 0.6763 (0.6584) loss_da_instance: 0.6769 (0.6480) loss_da_consistency: 0.0068 (0.0084) time: 1.1421 (1.1290) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:17:28,708 maskrcnn_benchmark.trainer INFO: eta: 18:35:47 iter: 10700 loss: 1.5524 (1.5777) loss_classifier: 0.0706 (0.0995) loss_box_reg: 0.0815 (0.1071) loss_objectness: 0.0196 (0.0360) loss_rpn_box_reg: 0.0102 (0.0204) loss_da_image: 0.6794 (0.6584) loss_da_instance: 0.6688 (0.6480) loss_da_consistency: 0.0066 (0.0084) time: 1.1223 (1.1290) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:17:51,021 maskrcnn_benchmark.trainer INFO: eta: 18:35:23 iter: 10720 loss: 1.4493 (1.5776) loss_classifier: 0.0600 (0.0994) loss_box_reg: 0.0679 (0.1071) loss_objectness: 0.0171 (0.0359) loss_rpn_box_reg: 0.0074 (0.0203) loss_da_image: 0.6486 (0.6584) loss_da_instance: 0.6586 (0.6480) loss_da_consistency: 0.0071 (0.0084) time: 1.1154 (1.1289) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:18:13,487 maskrcnn_benchmark.trainer INFO: eta: 18:34:59 iter: 10740 loss: 1.5036 (1.5776) loss_classifier: 0.0842 (0.0995) loss_box_reg: 0.0878 (0.1071) loss_objectness: 0.0248 (0.0359) loss_rpn_box_reg: 0.0118 (0.0203) loss_da_image: 0.6484 (0.6584) loss_da_instance: 0.6569 (0.6481) loss_da_consistency: 0.0069 (0.0084) time: 1.1231 (1.1289) data: 0.0815 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:18:35,915 maskrcnn_benchmark.trainer INFO: eta: 18:34:36 iter: 10760 loss: 1.5135 (1.5776) loss_classifier: 0.0672 (0.0995) loss_box_reg: 0.0599 (0.1070) loss_objectness: 0.0169 (0.0359) loss_rpn_box_reg: 0.0130 (0.0203) loss_da_image: 0.6553 (0.6584) loss_da_instance: 0.6650 (0.6481) loss_da_consistency: 0.0064 (0.0084) time: 1.1177 (1.1289) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:18:58,369 maskrcnn_benchmark.trainer INFO: eta: 18:34:13 iter: 10780 loss: 1.5051 (1.5774) loss_classifier: 0.0668 (0.0994) loss_box_reg: 0.0786 (0.1070) loss_objectness: 0.0140 (0.0359) loss_rpn_box_reg: 0.0126 (0.0203) loss_da_image: 0.6490 (0.6584) loss_da_instance: 0.6476 (0.6481) loss_da_consistency: 0.0061 (0.0084) time: 1.1208 (1.1289) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:19:20,745 maskrcnn_benchmark.trainer INFO: eta: 18:33:49 iter: 10800 loss: 1.4838 (1.5773) loss_classifier: 0.0502 (0.0993) loss_box_reg: 0.0624 (0.1069) loss_objectness: 0.0090 (0.0358) loss_rpn_box_reg: 0.0065 (0.0203) loss_da_image: 0.6531 (0.6584) loss_da_instance: 0.6698 (0.6481) loss_da_consistency: 0.0065 (0.0084) time: 1.1157 (1.1289) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:19:43,155 maskrcnn_benchmark.trainer INFO: eta: 18:33:26 iter: 10820 loss: 1.4728 (1.5772) loss_classifier: 0.0651 (0.0993) loss_box_reg: 0.0723 (0.1069) loss_objectness: 0.0149 (0.0358) loss_rpn_box_reg: 0.0067 (0.0203) loss_da_image: 0.6452 (0.6583) loss_da_instance: 0.6588 (0.6482) loss_da_consistency: 0.0074 (0.0084) time: 1.1198 (1.1289) data: 0.0799 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:20:05,639 maskrcnn_benchmark.trainer INFO: eta: 18:33:02 iter: 10840 loss: 1.4334 (1.5771) loss_classifier: 0.0470 (0.0993) loss_box_reg: 0.0665 (0.1069) loss_objectness: 0.0132 (0.0358) loss_rpn_box_reg: 0.0123 (0.0203) loss_da_image: 0.6469 (0.6583) loss_da_instance: 0.6535 (0.6482) loss_da_consistency: 0.0066 (0.0084) time: 1.1228 (1.1289) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:20:28,268 maskrcnn_benchmark.trainer INFO: eta: 18:32:40 iter: 10860 loss: 1.5339 (1.5771) loss_classifier: 0.0806 (0.0992) loss_box_reg: 0.0772 (0.1068) loss_objectness: 0.0198 (0.0358) loss_rpn_box_reg: 0.0116 (0.0203) loss_da_image: 0.6460 (0.6583) loss_da_instance: 0.6762 (0.6482) loss_da_consistency: 0.0074 (0.0084) time: 1.1285 (1.1289) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:20:50,830 maskrcnn_benchmark.trainer INFO: eta: 18:32:17 iter: 10880 loss: 1.4899 (1.5770) loss_classifier: 0.0616 (0.0992) loss_box_reg: 0.0669 (0.1068) loss_objectness: 0.0163 (0.0357) loss_rpn_box_reg: 0.0098 (0.0203) loss_da_image: 0.6673 (0.6583) loss_da_instance: 0.6548 (0.6483) loss_da_consistency: 0.0071 (0.0084) time: 1.1250 (1.1289) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:21:13,377 maskrcnn_benchmark.trainer INFO: eta: 18:31:55 iter: 10900 loss: 1.4928 (1.5769) loss_classifier: 0.0755 (0.0992) loss_box_reg: 0.0630 (0.1067) loss_objectness: 0.0245 (0.0357) loss_rpn_box_reg: 0.0126 (0.0203) loss_da_image: 0.6550 (0.6583) loss_da_instance: 0.6580 (0.6483) loss_da_consistency: 0.0070 (0.0084) time: 1.1220 (1.1289) data: 0.0751 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:21:35,816 maskrcnn_benchmark.trainer INFO: eta: 18:31:31 iter: 10920 loss: 1.4967 (1.5768) loss_classifier: 0.0826 (0.0991) loss_box_reg: 0.1009 (0.1067) loss_objectness: 0.0181 (0.0357) loss_rpn_box_reg: 0.0114 (0.0203) loss_da_image: 0.6488 (0.6583) loss_da_instance: 0.6622 (0.6483) loss_da_consistency: 0.0067 (0.0084) time: 1.1215 (1.1288) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:21:58,355 maskrcnn_benchmark.trainer INFO: eta: 18:31:09 iter: 10940 loss: 1.4759 (1.5767) loss_classifier: 0.0576 (0.0991) loss_box_reg: 0.0598 (0.1067) loss_objectness: 0.0100 (0.0356) loss_rpn_box_reg: 0.0059 (0.0203) loss_da_image: 0.6624 (0.6583) loss_da_instance: 0.6688 (0.6483) loss_da_consistency: 0.0064 (0.0084) time: 1.1253 (1.1288) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:22:20,866 maskrcnn_benchmark.trainer INFO: eta: 18:30:46 iter: 10960 loss: 1.5494 (1.5767) loss_classifier: 0.0804 (0.0991) loss_box_reg: 0.1084 (0.1067) loss_objectness: 0.0104 (0.0356) loss_rpn_box_reg: 0.0109 (0.0203) loss_da_image: 0.6579 (0.6583) loss_da_instance: 0.6613 (0.6483) loss_da_consistency: 0.0080 (0.0084) time: 1.1260 (1.1288) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:22:43,253 maskrcnn_benchmark.trainer INFO: eta: 18:30:22 iter: 10980 loss: 1.5584 (1.5766) loss_classifier: 0.0679 (0.0990) loss_box_reg: 0.0819 (0.1067) loss_objectness: 0.0169 (0.0356) loss_rpn_box_reg: 0.0131 (0.0203) loss_da_image: 0.6658 (0.6583) loss_da_instance: 0.6557 (0.6484) loss_da_consistency: 0.0085 (0.0084) time: 1.1200 (1.1288) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:23:05,698 maskrcnn_benchmark.trainer INFO: eta: 18:29:59 iter: 11000 loss: 1.4896 (1.5766) loss_classifier: 0.0775 (0.0990) loss_box_reg: 0.0757 (0.1067) loss_objectness: 0.0179 (0.0356) loss_rpn_box_reg: 0.0124 (0.0203) loss_da_image: 0.6588 (0.6583) loss_da_instance: 0.6609 (0.6484) loss_da_consistency: 0.0071 (0.0084) time: 1.1199 (1.1288) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:23:28,218 maskrcnn_benchmark.trainer INFO: eta: 18:29:36 iter: 11020 loss: 1.5608 (1.5766) loss_classifier: 0.0831 (0.0990) loss_box_reg: 0.1001 (0.1067) loss_objectness: 0.0112 (0.0355) loss_rpn_box_reg: 0.0137 (0.0203) loss_da_image: 0.6654 (0.6583) loss_da_instance: 0.6592 (0.6484) loss_da_consistency: 0.0070 (0.0084) time: 1.1258 (1.1288) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:23:50,660 maskrcnn_benchmark.trainer INFO: eta: 18:29:13 iter: 11040 loss: 1.4730 (1.5765) loss_classifier: 0.0673 (0.0990) loss_box_reg: 0.0634 (0.1066) loss_objectness: 0.0092 (0.0355) loss_rpn_box_reg: 0.0109 (0.0203) loss_da_image: 0.6628 (0.6583) loss_da_instance: 0.6482 (0.6485) loss_da_consistency: 0.0070 (0.0083) time: 1.1204 (1.1288) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:24:13,182 maskrcnn_benchmark.trainer INFO: eta: 18:28:50 iter: 11060 loss: 1.5202 (1.5764) loss_classifier: 0.0736 (0.0989) loss_box_reg: 0.0825 (0.1066) loss_objectness: 0.0080 (0.0355) loss_rpn_box_reg: 0.0079 (0.0202) loss_da_image: 0.6682 (0.6584) loss_da_instance: 0.6761 (0.6485) loss_da_consistency: 0.0063 (0.0083) time: 1.1264 (1.1288) data: 0.0752 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:24:36,030 maskrcnn_benchmark.trainer INFO: eta: 18:28:29 iter: 11080 loss: 1.5336 (1.5764) loss_classifier: 0.0752 (0.0989) loss_box_reg: 0.0833 (0.1066) loss_objectness: 0.0170 (0.0355) loss_rpn_box_reg: 0.0102 (0.0202) loss_da_image: 0.6674 (0.6584) loss_da_instance: 0.6708 (0.6485) loss_da_consistency: 0.0072 (0.0083) time: 1.1323 (1.1288) data: 0.0803 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:24:58,494 maskrcnn_benchmark.trainer INFO: eta: 18:28:05 iter: 11100 loss: 1.5587 (1.5765) loss_classifier: 0.0853 (0.0989) loss_box_reg: 0.1205 (0.1066) loss_objectness: 0.0121 (0.0354) loss_rpn_box_reg: 0.0111 (0.0202) loss_da_image: 0.6631 (0.6584) loss_da_instance: 0.6527 (0.6486) loss_da_consistency: 0.0068 (0.0083) time: 1.1224 (1.1288) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:25:20,964 maskrcnn_benchmark.trainer INFO: eta: 18:27:42 iter: 11120 loss: 1.5236 (1.5764) loss_classifier: 0.0635 (0.0989) loss_box_reg: 0.1022 (0.1066) loss_objectness: 0.0166 (0.0354) loss_rpn_box_reg: 0.0119 (0.0202) loss_da_image: 0.6725 (0.6584) loss_da_instance: 0.6423 (0.6486) loss_da_consistency: 0.0085 (0.0083) time: 1.1243 (1.1288) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:25:43,439 maskrcnn_benchmark.trainer INFO: eta: 18:27:19 iter: 11140 loss: 1.5228 (1.5764) loss_classifier: 0.0830 (0.0989) loss_box_reg: 0.0776 (0.1066) loss_objectness: 0.0128 (0.0354) loss_rpn_box_reg: 0.0112 (0.0202) loss_da_image: 0.6698 (0.6584) loss_da_instance: 0.6563 (0.6486) loss_da_consistency: 0.0081 (0.0083) time: 1.1234 (1.1288) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:26:05,896 maskrcnn_benchmark.trainer INFO: eta: 18:26:56 iter: 11160 loss: 1.5645 (1.5764) loss_classifier: 0.0885 (0.0989) loss_box_reg: 0.1064 (0.1066) loss_objectness: 0.0137 (0.0353) loss_rpn_box_reg: 0.0122 (0.0202) loss_da_image: 0.6668 (0.6585) loss_da_instance: 0.6602 (0.6486) loss_da_consistency: 0.0075 (0.0083) time: 1.1221 (1.1288) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:26:28,626 maskrcnn_benchmark.trainer INFO: eta: 18:26:34 iter: 11180 loss: 1.4810 (1.5763) loss_classifier: 0.0596 (0.0988) loss_box_reg: 0.0680 (0.1066) loss_objectness: 0.0063 (0.0353) loss_rpn_box_reg: 0.0085 (0.0202) loss_da_image: 0.6668 (0.6585) loss_da_instance: 0.6614 (0.6486) loss_da_consistency: 0.0069 (0.0083) time: 1.1243 (1.1288) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:26:51,359 maskrcnn_benchmark.trainer INFO: eta: 18:26:13 iter: 11200 loss: 1.4847 (1.5762) loss_classifier: 0.0583 (0.0988) loss_box_reg: 0.0420 (0.1065) loss_objectness: 0.0106 (0.0353) loss_rpn_box_reg: 0.0069 (0.0202) loss_da_image: 0.6580 (0.6585) loss_da_instance: 0.6703 (0.6487) loss_da_consistency: 0.0056 (0.0083) time: 1.1320 (1.1288) data: 0.0754 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:27:14,153 maskrcnn_benchmark.trainer INFO: eta: 18:25:51 iter: 11220 loss: 1.5584 (1.5762) loss_classifier: 0.0775 (0.0987) loss_box_reg: 0.1074 (0.1065) loss_objectness: 0.0116 (0.0352) loss_rpn_box_reg: 0.0087 (0.0202) loss_da_image: 0.6658 (0.6585) loss_da_instance: 0.6546 (0.6487) loss_da_consistency: 0.0073 (0.0083) time: 1.1272 (1.1288) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:27:36,623 maskrcnn_benchmark.trainer INFO: eta: 18:25:28 iter: 11240 loss: 1.5695 (1.5762) loss_classifier: 0.0886 (0.0987) loss_box_reg: 0.1094 (0.1065) loss_objectness: 0.0186 (0.0352) loss_rpn_box_reg: 0.0143 (0.0202) loss_da_image: 0.6657 (0.6585) loss_da_instance: 0.6598 (0.6487) loss_da_consistency: 0.0080 (0.0083) time: 1.1239 (1.1288) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:27:59,140 maskrcnn_benchmark.trainer INFO: eta: 18:25:05 iter: 11260 loss: 1.4803 (1.5761) loss_classifier: 0.0506 (0.0987) loss_box_reg: 0.0669 (0.1064) loss_objectness: 0.0084 (0.0352) loss_rpn_box_reg: 0.0087 (0.0202) loss_da_image: 0.6700 (0.6585) loss_da_instance: 0.6608 (0.6487) loss_da_consistency: 0.0073 (0.0083) time: 1.1249 (1.1288) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:28:21,564 maskrcnn_benchmark.trainer INFO: eta: 18:24:42 iter: 11280 loss: 1.5282 (1.5760) loss_classifier: 0.0758 (0.0987) loss_box_reg: 0.0820 (0.1064) loss_objectness: 0.0127 (0.0351) loss_rpn_box_reg: 0.0078 (0.0202) loss_da_image: 0.6758 (0.6586) loss_da_instance: 0.6665 (0.6488) loss_da_consistency: 0.0062 (0.0083) time: 1.1213 (1.1288) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:28:44,065 maskrcnn_benchmark.trainer INFO: eta: 18:24:19 iter: 11300 loss: 1.4662 (1.5759) loss_classifier: 0.0455 (0.0986) loss_box_reg: 0.0787 (0.1064) loss_objectness: 0.0144 (0.0351) loss_rpn_box_reg: 0.0120 (0.0201) loss_da_image: 0.6686 (0.6586) loss_da_instance: 0.6478 (0.6488) loss_da_consistency: 0.0075 (0.0083) time: 1.1226 (1.1288) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:29:06,700 maskrcnn_benchmark.trainer INFO: eta: 18:23:56 iter: 11320 loss: 1.5198 (1.5758) loss_classifier: 0.0721 (0.0985) loss_box_reg: 0.0663 (0.1064) loss_objectness: 0.0143 (0.0351) loss_rpn_box_reg: 0.0127 (0.0201) loss_da_image: 0.6654 (0.6586) loss_da_instance: 0.6531 (0.6488) loss_da_consistency: 0.0070 (0.0083) time: 1.1200 (1.1288) data: 0.0798 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:29:29,181 maskrcnn_benchmark.trainer INFO: eta: 18:23:33 iter: 11340 loss: 1.5513 (1.5758) loss_classifier: 0.0693 (0.0985) loss_box_reg: 0.0837 (0.1064) loss_objectness: 0.0134 (0.0350) loss_rpn_box_reg: 0.0112 (0.0201) loss_da_image: 0.6702 (0.6586) loss_da_instance: 0.6554 (0.6488) loss_da_consistency: 0.0073 (0.0083) time: 1.1230 (1.1288) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:29:51,632 maskrcnn_benchmark.trainer INFO: eta: 18:23:10 iter: 11360 loss: 1.4981 (1.5758) loss_classifier: 0.0644 (0.0985) loss_box_reg: 0.0794 (0.1064) loss_objectness: 0.0190 (0.0350) loss_rpn_box_reg: 0.0102 (0.0201) loss_da_image: 0.6742 (0.6586) loss_da_instance: 0.6625 (0.6488) loss_da_consistency: 0.0063 (0.0083) time: 1.1231 (1.1288) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:30:14,163 maskrcnn_benchmark.trainer INFO: eta: 18:22:47 iter: 11380 loss: 1.5136 (1.5757) loss_classifier: 0.0866 (0.0985) loss_box_reg: 0.0732 (0.1063) loss_objectness: 0.0156 (0.0350) loss_rpn_box_reg: 0.0065 (0.0201) loss_da_image: 0.6614 (0.6586) loss_da_instance: 0.6619 (0.6489) loss_da_consistency: 0.0061 (0.0083) time: 1.1242 (1.1288) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:30:36,728 maskrcnn_benchmark.trainer INFO: eta: 18:22:25 iter: 11400 loss: 1.5709 (1.5757) loss_classifier: 0.0784 (0.0985) loss_box_reg: 0.1141 (0.1063) loss_objectness: 0.0100 (0.0350) loss_rpn_box_reg: 0.0096 (0.0201) loss_da_image: 0.6715 (0.6587) loss_da_instance: 0.6579 (0.6489) loss_da_consistency: 0.0072 (0.0083) time: 1.1285 (1.1288) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:30:59,182 maskrcnn_benchmark.trainer INFO: eta: 18:22:02 iter: 11420 loss: 1.5243 (1.5757) loss_classifier: 0.0752 (0.0984) loss_box_reg: 0.0813 (0.1063) loss_objectness: 0.0143 (0.0350) loss_rpn_box_reg: 0.0121 (0.0201) loss_da_image: 0.6726 (0.6587) loss_da_instance: 0.6647 (0.6489) loss_da_consistency: 0.0074 (0.0083) time: 1.1209 (1.1287) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:31:21,615 maskrcnn_benchmark.trainer INFO: eta: 18:21:38 iter: 11440 loss: 1.4780 (1.5756) loss_classifier: 0.0549 (0.0984) loss_box_reg: 0.0441 (0.1062) loss_objectness: 0.0104 (0.0349) loss_rpn_box_reg: 0.0097 (0.0201) loss_da_image: 0.6653 (0.6587) loss_da_instance: 0.6725 (0.6490) loss_da_consistency: 0.0066 (0.0083) time: 1.1222 (1.1287) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:31:44,000 maskrcnn_benchmark.trainer INFO: eta: 18:21:15 iter: 11460 loss: 1.5401 (1.5756) loss_classifier: 0.0818 (0.0984) loss_box_reg: 0.0715 (0.1062) loss_objectness: 0.0182 (0.0349) loss_rpn_box_reg: 0.0180 (0.0201) loss_da_image: 0.6673 (0.6587) loss_da_instance: 0.6554 (0.6490) loss_da_consistency: 0.0066 (0.0083) time: 1.1213 (1.1287) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:32:06,521 maskrcnn_benchmark.trainer INFO: eta: 18:20:52 iter: 11480 loss: 1.5280 (1.5756) loss_classifier: 0.0753 (0.0984) loss_box_reg: 0.1015 (0.1062) loss_objectness: 0.0166 (0.0349) loss_rpn_box_reg: 0.0081 (0.0201) loss_da_image: 0.6686 (0.6588) loss_da_instance: 0.6678 (0.6490) loss_da_consistency: 0.0063 (0.0083) time: 1.1214 (1.1287) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:32:29,021 maskrcnn_benchmark.trainer INFO: eta: 18:20:29 iter: 11500 loss: 1.5302 (1.5755) loss_classifier: 0.0692 (0.0983) loss_box_reg: 0.0817 (0.1062) loss_objectness: 0.0088 (0.0349) loss_rpn_box_reg: 0.0118 (0.0201) loss_da_image: 0.6717 (0.6588) loss_da_instance: 0.6665 (0.6490) loss_da_consistency: 0.0071 (0.0083) time: 1.1216 (1.1287) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:32:51,635 maskrcnn_benchmark.trainer INFO: eta: 18:20:07 iter: 11520 loss: 1.5296 (1.5755) loss_classifier: 0.0644 (0.0983) loss_box_reg: 0.0647 (0.1061) loss_objectness: 0.0136 (0.0348) loss_rpn_box_reg: 0.0111 (0.0201) loss_da_image: 0.6760 (0.6588) loss_da_instance: 0.6594 (0.6491) loss_da_consistency: 0.0068 (0.0083) time: 1.1269 (1.1287) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:33:14,167 maskrcnn_benchmark.trainer INFO: eta: 18:19:44 iter: 11540 loss: 1.5828 (1.5755) loss_classifier: 0.0803 (0.0983) loss_box_reg: 0.1080 (0.1061) loss_objectness: 0.0182 (0.0348) loss_rpn_box_reg: 0.0213 (0.0201) loss_da_image: 0.6788 (0.6589) loss_da_instance: 0.6410 (0.6491) loss_da_consistency: 0.0090 (0.0083) time: 1.1262 (1.1287) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:33:36,615 maskrcnn_benchmark.trainer INFO: eta: 18:19:21 iter: 11560 loss: 1.5499 (1.5755) loss_classifier: 0.0927 (0.0982) loss_box_reg: 0.0943 (0.1061) loss_objectness: 0.0100 (0.0348) loss_rpn_box_reg: 0.0099 (0.0201) loss_da_image: 0.6683 (0.6589) loss_da_instance: 0.6616 (0.6491) loss_da_consistency: 0.0070 (0.0083) time: 1.1222 (1.1287) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:33:59,098 maskrcnn_benchmark.trainer INFO: eta: 18:18:58 iter: 11580 loss: 1.5294 (1.5754) loss_classifier: 0.0809 (0.0982) loss_box_reg: 0.0807 (0.1061) loss_objectness: 0.0175 (0.0348) loss_rpn_box_reg: 0.0132 (0.0201) loss_da_image: 0.6628 (0.6589) loss_da_instance: 0.6441 (0.6491) loss_da_consistency: 0.0076 (0.0083) time: 1.1220 (1.1287) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:34:21,463 maskrcnn_benchmark.trainer INFO: eta: 18:18:34 iter: 11600 loss: 1.4881 (1.5754) loss_classifier: 0.0588 (0.0982) loss_box_reg: 0.0694 (0.1061) loss_objectness: 0.0144 (0.0347) loss_rpn_box_reg: 0.0076 (0.0201) loss_da_image: 0.6740 (0.6589) loss_da_instance: 0.6788 (0.6491) loss_da_consistency: 0.0071 (0.0083) time: 1.1155 (1.1287) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:34:44,264 maskrcnn_benchmark.trainer INFO: eta: 18:18:12 iter: 11620 loss: 1.5650 (1.5754) loss_classifier: 0.0685 (0.0982) loss_box_reg: 0.0930 (0.1061) loss_objectness: 0.0217 (0.0347) loss_rpn_box_reg: 0.0148 (0.0201) loss_da_image: 0.6772 (0.6589) loss_da_instance: 0.6623 (0.6491) loss_da_consistency: 0.0070 (0.0083) time: 1.1214 (1.1287) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:35:06,771 maskrcnn_benchmark.trainer INFO: eta: 18:17:50 iter: 11640 loss: 1.5749 (1.5754) loss_classifier: 0.0832 (0.0981) loss_box_reg: 0.0938 (0.1061) loss_objectness: 0.0174 (0.0347) loss_rpn_box_reg: 0.0143 (0.0201) loss_da_image: 0.6725 (0.6590) loss_da_instance: 0.6573 (0.6492) loss_da_consistency: 0.0075 (0.0083) time: 1.1237 (1.1287) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:35:29,288 maskrcnn_benchmark.trainer INFO: eta: 18:17:27 iter: 11660 loss: 1.4895 (1.5753) loss_classifier: 0.0537 (0.0981) loss_box_reg: 0.0287 (0.1060) loss_objectness: 0.0163 (0.0347) loss_rpn_box_reg: 0.0033 (0.0200) loss_da_image: 0.6756 (0.6590) loss_da_instance: 0.6680 (0.6492) loss_da_consistency: 0.0069 (0.0083) time: 1.1250 (1.1287) data: 0.0765 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:35:51,757 maskrcnn_benchmark.trainer INFO: eta: 18:17:04 iter: 11680 loss: 1.5129 (1.5752) loss_classifier: 0.0613 (0.0980) loss_box_reg: 0.0784 (0.1060) loss_objectness: 0.0165 (0.0346) loss_rpn_box_reg: 0.0100 (0.0200) loss_da_image: 0.6707 (0.6590) loss_da_instance: 0.6672 (0.6492) loss_da_consistency: 0.0055 (0.0083) time: 1.1232 (1.1287) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:36:14,405 maskrcnn_benchmark.trainer INFO: eta: 18:16:41 iter: 11700 loss: 1.5726 (1.5753) loss_classifier: 0.0770 (0.0980) loss_box_reg: 0.0842 (0.1060) loss_objectness: 0.0154 (0.0346) loss_rpn_box_reg: 0.0089 (0.0200) loss_da_image: 0.6807 (0.6591) loss_da_instance: 0.6696 (0.6493) loss_da_consistency: 0.0069 (0.0083) time: 1.1274 (1.1287) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:36:36,931 maskrcnn_benchmark.trainer INFO: eta: 18:16:19 iter: 11720 loss: 1.5141 (1.5752) loss_classifier: 0.0820 (0.0980) loss_box_reg: 0.0783 (0.1059) loss_objectness: 0.0112 (0.0346) loss_rpn_box_reg: 0.0073 (0.0200) loss_da_image: 0.6722 (0.6591) loss_da_instance: 0.6611 (0.6493) loss_da_consistency: 0.0098 (0.0083) time: 1.1228 (1.1287) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:36:59,934 maskrcnn_benchmark.trainer INFO: eta: 18:15:58 iter: 11740 loss: 1.5133 (1.5752) loss_classifier: 0.0743 (0.0980) loss_box_reg: 0.0763 (0.1059) loss_objectness: 0.0164 (0.0346) loss_rpn_box_reg: 0.0114 (0.0200) loss_da_image: 0.6735 (0.6591) loss_da_instance: 0.6663 (0.6493) loss_da_consistency: 0.0059 (0.0083) time: 1.1220 (1.1287) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:37:22,497 maskrcnn_benchmark.trainer INFO: eta: 18:15:36 iter: 11760 loss: 1.5636 (1.5752) loss_classifier: 0.0660 (0.0979) loss_box_reg: 0.0896 (0.1059) loss_objectness: 0.0189 (0.0346) loss_rpn_box_reg: 0.0135 (0.0200) loss_da_image: 0.6629 (0.6592) loss_da_instance: 0.6565 (0.6493) loss_da_consistency: 0.0062 (0.0083) time: 1.1271 (1.1287) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:37:45,107 maskrcnn_benchmark.trainer INFO: eta: 18:15:13 iter: 11780 loss: 1.4735 (1.5751) loss_classifier: 0.0600 (0.0979) loss_box_reg: 0.0832 (0.1058) loss_objectness: 0.0142 (0.0346) loss_rpn_box_reg: 0.0057 (0.0200) loss_da_image: 0.6725 (0.6592) loss_da_instance: 0.6611 (0.6494) loss_da_consistency: 0.0064 (0.0083) time: 1.1306 (1.1287) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:38:07,608 maskrcnn_benchmark.trainer INFO: eta: 18:14:50 iter: 11800 loss: 1.5350 (1.5751) loss_classifier: 0.0716 (0.0979) loss_box_reg: 0.0801 (0.1058) loss_objectness: 0.0234 (0.0346) loss_rpn_box_reg: 0.0107 (0.0200) loss_da_image: 0.6739 (0.6592) loss_da_instance: 0.6643 (0.6494) loss_da_consistency: 0.0057 (0.0083) time: 1.1247 (1.1287) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:38:30,019 maskrcnn_benchmark.trainer INFO: eta: 18:14:27 iter: 11820 loss: 1.5664 (1.5751) loss_classifier: 0.1004 (0.0979) loss_box_reg: 0.1104 (0.1058) loss_objectness: 0.0157 (0.0345) loss_rpn_box_reg: 0.0094 (0.0200) loss_da_image: 0.6780 (0.6592) loss_da_instance: 0.6589 (0.6494) loss_da_consistency: 0.0060 (0.0083) time: 1.1207 (1.1287) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:38:52,589 maskrcnn_benchmark.trainer INFO: eta: 18:14:04 iter: 11840 loss: 1.5801 (1.5751) loss_classifier: 0.0691 (0.0978) loss_box_reg: 0.0951 (0.1058) loss_objectness: 0.0170 (0.0345) loss_rpn_box_reg: 0.0104 (0.0200) loss_da_image: 0.6808 (0.6593) loss_da_instance: 0.6620 (0.6494) loss_da_consistency: 0.0073 (0.0083) time: 1.1281 (1.1287) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:39:15,144 maskrcnn_benchmark.trainer INFO: eta: 18:13:42 iter: 11860 loss: 1.5529 (1.5751) loss_classifier: 0.0557 (0.0978) loss_box_reg: 0.0643 (0.1058) loss_objectness: 0.0133 (0.0345) loss_rpn_box_reg: 0.0101 (0.0200) loss_da_image: 0.6780 (0.6593) loss_da_instance: 0.6630 (0.6495) loss_da_consistency: 0.0070 (0.0083) time: 1.1291 (1.1287) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:39:37,587 maskrcnn_benchmark.trainer INFO: eta: 18:13:18 iter: 11880 loss: 1.5418 (1.5751) loss_classifier: 0.0761 (0.0978) loss_box_reg: 0.0660 (0.1058) loss_objectness: 0.0114 (0.0345) loss_rpn_box_reg: 0.0086 (0.0200) loss_da_image: 0.6706 (0.6593) loss_da_instance: 0.6598 (0.6495) loss_da_consistency: 0.0064 (0.0083) time: 1.1196 (1.1287) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:40:00,094 maskrcnn_benchmark.trainer INFO: eta: 18:12:55 iter: 11900 loss: 1.5408 (1.5750) loss_classifier: 0.0962 (0.0978) loss_box_reg: 0.0760 (0.1058) loss_objectness: 0.0157 (0.0344) loss_rpn_box_reg: 0.0116 (0.0200) loss_da_image: 0.6793 (0.6593) loss_da_instance: 0.6627 (0.6495) loss_da_consistency: 0.0074 (0.0083) time: 1.1246 (1.1287) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:40:22,803 maskrcnn_benchmark.trainer INFO: eta: 18:12:34 iter: 11920 loss: 1.4910 (1.5749) loss_classifier: 0.0768 (0.0977) loss_box_reg: 0.0670 (0.1057) loss_objectness: 0.0171 (0.0344) loss_rpn_box_reg: 0.0080 (0.0199) loss_da_image: 0.6585 (0.6593) loss_da_instance: 0.6607 (0.6495) loss_da_consistency: 0.0065 (0.0083) time: 1.1290 (1.1287) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:40:45,287 maskrcnn_benchmark.trainer INFO: eta: 18:12:11 iter: 11940 loss: 1.5027 (1.5748) loss_classifier: 0.0559 (0.0977) loss_box_reg: 0.0563 (0.1056) loss_objectness: 0.0082 (0.0344) loss_rpn_box_reg: 0.0133 (0.0199) loss_da_image: 0.6870 (0.6594) loss_da_instance: 0.6694 (0.6496) loss_da_consistency: 0.0059 (0.0083) time: 1.1243 (1.1287) data: 0.0753 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:41:07,796 maskrcnn_benchmark.trainer INFO: eta: 18:11:48 iter: 11960 loss: 1.5005 (1.5747) loss_classifier: 0.0571 (0.0976) loss_box_reg: 0.0630 (0.1056) loss_objectness: 0.0108 (0.0343) loss_rpn_box_reg: 0.0060 (0.0199) loss_da_image: 0.6814 (0.6594) loss_da_instance: 0.6676 (0.6496) loss_da_consistency: 0.0063 (0.0083) time: 1.1234 (1.1287) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:41:30,338 maskrcnn_benchmark.trainer INFO: eta: 18:11:25 iter: 11980 loss: 1.4499 (1.5746) loss_classifier: 0.0434 (0.0976) loss_box_reg: 0.0571 (0.1055) loss_objectness: 0.0077 (0.0343) loss_rpn_box_reg: 0.0036 (0.0199) loss_da_image: 0.6720 (0.6594) loss_da_instance: 0.6562 (0.6496) loss_da_consistency: 0.0060 (0.0082) time: 1.1264 (1.1287) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:41:52,849 maskrcnn_benchmark.trainer INFO: eta: 18:11:02 iter: 12000 loss: 1.5177 (1.5746) loss_classifier: 0.0690 (0.0975) loss_box_reg: 0.0824 (0.1055) loss_objectness: 0.0187 (0.0343) loss_rpn_box_reg: 0.0098 (0.0199) loss_da_image: 0.6816 (0.6595) loss_da_instance: 0.6541 (0.6496) loss_da_consistency: 0.0081 (0.0082) time: 1.1228 (1.1287) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:42:15,537 maskrcnn_benchmark.trainer INFO: eta: 18:10:40 iter: 12020 loss: 1.5925 (1.5746) loss_classifier: 0.0847 (0.0975) loss_box_reg: 0.1057 (0.1055) loss_objectness: 0.0226 (0.0343) loss_rpn_box_reg: 0.0142 (0.0199) loss_da_image: 0.6659 (0.6595) loss_da_instance: 0.6520 (0.6496) loss_da_consistency: 0.0061 (0.0082) time: 1.1317 (1.1287) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:42:38,076 maskrcnn_benchmark.trainer INFO: eta: 18:10:17 iter: 12040 loss: 1.4830 (1.5745) loss_classifier: 0.0581 (0.0975) loss_box_reg: 0.0594 (0.1055) loss_objectness: 0.0139 (0.0343) loss_rpn_box_reg: 0.0074 (0.0199) loss_da_image: 0.6650 (0.6595) loss_da_instance: 0.6640 (0.6497) loss_da_consistency: 0.0059 (0.0082) time: 1.1234 (1.1287) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:43:00,603 maskrcnn_benchmark.trainer INFO: eta: 18:09:54 iter: 12060 loss: 1.4857 (1.5744) loss_classifier: 0.0605 (0.0975) loss_box_reg: 0.0598 (0.1054) loss_objectness: 0.0089 (0.0342) loss_rpn_box_reg: 0.0098 (0.0199) loss_da_image: 0.6720 (0.6595) loss_da_instance: 0.6594 (0.6497) loss_da_consistency: 0.0055 (0.0082) time: 1.1242 (1.1287) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:43:23,051 maskrcnn_benchmark.trainer INFO: eta: 18:09:31 iter: 12080 loss: 1.4951 (1.5744) loss_classifier: 0.0592 (0.0974) loss_box_reg: 0.0819 (0.1054) loss_objectness: 0.0091 (0.0342) loss_rpn_box_reg: 0.0068 (0.0199) loss_da_image: 0.6819 (0.6596) loss_da_instance: 0.6659 (0.6497) loss_da_consistency: 0.0067 (0.0082) time: 1.1186 (1.1287) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:43:45,716 maskrcnn_benchmark.trainer INFO: eta: 18:09:09 iter: 12100 loss: 1.5399 (1.5744) loss_classifier: 0.0810 (0.0974) loss_box_reg: 0.1007 (0.1054) loss_objectness: 0.0144 (0.0342) loss_rpn_box_reg: 0.0120 (0.0199) loss_da_image: 0.6696 (0.6596) loss_da_instance: 0.6611 (0.6497) loss_da_consistency: 0.0069 (0.0082) time: 1.1316 (1.1287) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:44:08,281 maskrcnn_benchmark.trainer INFO: eta: 18:08:47 iter: 12120 loss: 1.6232 (1.5745) loss_classifier: 0.0953 (0.0974) loss_box_reg: 0.0878 (0.1055) loss_objectness: 0.0100 (0.0342) loss_rpn_box_reg: 0.0133 (0.0198) loss_da_image: 0.6797 (0.6596) loss_da_instance: 0.6642 (0.6498) loss_da_consistency: 0.0086 (0.0082) time: 1.1268 (1.1287) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:44:31,027 maskrcnn_benchmark.trainer INFO: eta: 18:08:25 iter: 12140 loss: 1.5253 (1.5745) loss_classifier: 0.0824 (0.0974) loss_box_reg: 0.0789 (0.1054) loss_objectness: 0.0188 (0.0341) loss_rpn_box_reg: 0.0090 (0.0198) loss_da_image: 0.6789 (0.6596) loss_da_instance: 0.6596 (0.6498) loss_da_consistency: 0.0065 (0.0082) time: 1.1375 (1.1287) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:44:53,660 maskrcnn_benchmark.trainer INFO: eta: 18:08:03 iter: 12160 loss: 1.5540 (1.5744) loss_classifier: 0.0807 (0.0974) loss_box_reg: 0.0855 (0.1054) loss_objectness: 0.0190 (0.0341) loss_rpn_box_reg: 0.0131 (0.0198) loss_da_image: 0.6584 (0.6596) loss_da_instance: 0.6622 (0.6498) loss_da_consistency: 0.0065 (0.0082) time: 1.1310 (1.1287) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:45:16,109 maskrcnn_benchmark.trainer INFO: eta: 18:07:39 iter: 12180 loss: 1.5465 (1.5745) loss_classifier: 0.0911 (0.0974) loss_box_reg: 0.0959 (0.1054) loss_objectness: 0.0175 (0.0341) loss_rpn_box_reg: 0.0108 (0.0198) loss_da_image: 0.6687 (0.6597) loss_da_instance: 0.6520 (0.6498) loss_da_consistency: 0.0074 (0.0082) time: 1.1220 (1.1287) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:45:38,590 maskrcnn_benchmark.trainer INFO: eta: 18:07:16 iter: 12200 loss: 1.5043 (1.5745) loss_classifier: 0.0754 (0.0974) loss_box_reg: 0.0732 (0.1054) loss_objectness: 0.0156 (0.0341) loss_rpn_box_reg: 0.0091 (0.0198) loss_da_image: 0.6661 (0.6597) loss_da_instance: 0.6743 (0.6499) loss_da_consistency: 0.0063 (0.0082) time: 1.1214 (1.1287) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:46:01,132 maskrcnn_benchmark.trainer INFO: eta: 18:06:54 iter: 12220 loss: 1.5426 (1.5744) loss_classifier: 0.0655 (0.0973) loss_box_reg: 0.0657 (0.1054) loss_objectness: 0.0146 (0.0341) loss_rpn_box_reg: 0.0094 (0.0198) loss_da_image: 0.6777 (0.6597) loss_da_instance: 0.6719 (0.6499) loss_da_consistency: 0.0059 (0.0082) time: 1.1190 (1.1287) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:46:23,568 maskrcnn_benchmark.trainer INFO: eta: 18:06:30 iter: 12240 loss: 1.5484 (1.5744) loss_classifier: 0.0719 (0.0973) loss_box_reg: 0.0691 (0.1053) loss_objectness: 0.0148 (0.0341) loss_rpn_box_reg: 0.0090 (0.0198) loss_da_image: 0.6698 (0.6597) loss_da_instance: 0.6656 (0.6499) loss_da_consistency: 0.0055 (0.0082) time: 1.1219 (1.1287) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:46:46,167 maskrcnn_benchmark.trainer INFO: eta: 18:06:08 iter: 12260 loss: 1.5010 (1.5744) loss_classifier: 0.0651 (0.0973) loss_box_reg: 0.0766 (0.1053) loss_objectness: 0.0137 (0.0341) loss_rpn_box_reg: 0.0111 (0.0198) loss_da_image: 0.6675 (0.6597) loss_da_instance: 0.6483 (0.6499) loss_da_consistency: 0.0076 (0.0082) time: 1.1228 (1.1287) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:47:08,593 maskrcnn_benchmark.trainer INFO: eta: 18:05:45 iter: 12280 loss: 1.4975 (1.5743) loss_classifier: 0.0616 (0.0972) loss_box_reg: 0.0534 (0.1053) loss_objectness: 0.0133 (0.0340) loss_rpn_box_reg: 0.0058 (0.0198) loss_da_image: 0.6753 (0.6598) loss_da_instance: 0.6542 (0.6500) loss_da_consistency: 0.0060 (0.0082) time: 1.1205 (1.1286) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:47:31,030 maskrcnn_benchmark.trainer INFO: eta: 18:05:21 iter: 12300 loss: 1.5342 (1.5743) loss_classifier: 0.0761 (0.0972) loss_box_reg: 0.0724 (0.1053) loss_objectness: 0.0143 (0.0340) loss_rpn_box_reg: 0.0112 (0.0198) loss_da_image: 0.6764 (0.6598) loss_da_instance: 0.6662 (0.6500) loss_da_consistency: 0.0067 (0.0082) time: 1.1236 (1.1286) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:47:53,502 maskrcnn_benchmark.trainer INFO: eta: 18:04:58 iter: 12320 loss: 1.5734 (1.5742) loss_classifier: 0.0715 (0.0972) loss_box_reg: 0.0845 (0.1052) loss_objectness: 0.0132 (0.0340) loss_rpn_box_reg: 0.0078 (0.0198) loss_da_image: 0.6694 (0.6598) loss_da_instance: 0.6667 (0.6500) loss_da_consistency: 0.0054 (0.0082) time: 1.1173 (1.1286) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:48:15,966 maskrcnn_benchmark.trainer INFO: eta: 18:04:35 iter: 12340 loss: 1.5219 (1.5742) loss_classifier: 0.0700 (0.0972) loss_box_reg: 0.0659 (0.1052) loss_objectness: 0.0159 (0.0340) loss_rpn_box_reg: 0.0067 (0.0198) loss_da_image: 0.6752 (0.6598) loss_da_instance: 0.6617 (0.6500) loss_da_consistency: 0.0060 (0.0082) time: 1.1228 (1.1286) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:48:38,345 maskrcnn_benchmark.trainer INFO: eta: 18:04:12 iter: 12360 loss: 1.5328 (1.5741) loss_classifier: 0.0766 (0.0971) loss_box_reg: 0.0710 (0.1052) loss_objectness: 0.0174 (0.0340) loss_rpn_box_reg: 0.0143 (0.0198) loss_da_image: 0.6721 (0.6598) loss_da_instance: 0.6537 (0.6500) loss_da_consistency: 0.0056 (0.0082) time: 1.1171 (1.1286) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:49:00,800 maskrcnn_benchmark.trainer INFO: eta: 18:03:49 iter: 12380 loss: 1.5139 (1.5741) loss_classifier: 0.0599 (0.0971) loss_box_reg: 0.0735 (0.1051) loss_objectness: 0.0171 (0.0340) loss_rpn_box_reg: 0.0074 (0.0198) loss_da_image: 0.6739 (0.6599) loss_da_instance: 0.6609 (0.6501) loss_da_consistency: 0.0051 (0.0082) time: 1.1202 (1.1286) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:49:23,279 maskrcnn_benchmark.trainer INFO: eta: 18:03:26 iter: 12400 loss: 1.5522 (1.5741) loss_classifier: 0.0914 (0.0971) loss_box_reg: 0.0895 (0.1051) loss_objectness: 0.0206 (0.0339) loss_rpn_box_reg: 0.0144 (0.0198) loss_da_image: 0.6737 (0.6599) loss_da_instance: 0.6471 (0.6501) loss_da_consistency: 0.0077 (0.0082) time: 1.1197 (1.1286) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:49:46,266 maskrcnn_benchmark.trainer INFO: eta: 18:03:05 iter: 12420 loss: 1.4881 (1.5740) loss_classifier: 0.0560 (0.0970) loss_box_reg: 0.0421 (0.1051) loss_objectness: 0.0085 (0.0339) loss_rpn_box_reg: 0.0059 (0.0198) loss_da_image: 0.6740 (0.6599) loss_da_instance: 0.6630 (0.6501) loss_da_consistency: 0.0059 (0.0082) time: 1.1225 (1.1286) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:50:08,714 maskrcnn_benchmark.trainer INFO: eta: 18:02:42 iter: 12440 loss: 1.5506 (1.5740) loss_classifier: 0.0706 (0.0970) loss_box_reg: 0.0928 (0.1051) loss_objectness: 0.0104 (0.0339) loss_rpn_box_reg: 0.0092 (0.0197) loss_da_image: 0.6667 (0.6599) loss_da_instance: 0.6678 (0.6501) loss_da_consistency: 0.0068 (0.0082) time: 1.1193 (1.1286) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:50:31,322 maskrcnn_benchmark.trainer INFO: eta: 18:02:20 iter: 12460 loss: 1.4725 (1.5739) loss_classifier: 0.0594 (0.0970) loss_box_reg: 0.0641 (0.1050) loss_objectness: 0.0116 (0.0339) loss_rpn_box_reg: 0.0079 (0.0197) loss_da_image: 0.6751 (0.6600) loss_da_instance: 0.6566 (0.6501) loss_da_consistency: 0.0067 (0.0082) time: 1.1267 (1.1286) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:50:53,901 maskrcnn_benchmark.trainer INFO: eta: 18:01:57 iter: 12480 loss: 1.5662 (1.5739) loss_classifier: 0.0824 (0.0970) loss_box_reg: 0.0905 (0.1050) loss_objectness: 0.0191 (0.0338) loss_rpn_box_reg: 0.0085 (0.0197) loss_da_image: 0.6692 (0.6600) loss_da_instance: 0.6581 (0.6502) loss_da_consistency: 0.0069 (0.0082) time: 1.1253 (1.1286) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:51:16,398 maskrcnn_benchmark.trainer INFO: eta: 18:01:34 iter: 12500 loss: 1.5276 (1.5738) loss_classifier: 0.0885 (0.0970) loss_box_reg: 0.1043 (0.1050) loss_objectness: 0.0143 (0.0338) loss_rpn_box_reg: 0.0098 (0.0197) loss_da_image: 0.6487 (0.6600) loss_da_instance: 0.6568 (0.6502) loss_da_consistency: 0.0070 (0.0082) time: 1.1246 (1.1286) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:51:16,400 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0012500.pth
2019-10-03 13:51:39,261 maskrcnn_benchmark.trainer INFO: eta: 18:01:13 iter: 12520 loss: 1.5163 (1.5738) loss_classifier: 0.0860 (0.0970) loss_box_reg: 0.0937 (0.1050) loss_objectness: 0.0126 (0.0338) loss_rpn_box_reg: 0.0097 (0.0197) loss_da_image: 0.6503 (0.6599) loss_da_instance: 0.6540 (0.6502) loss_da_consistency: 0.0062 (0.0082) time: 1.1271 (1.1286) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:52:01,685 maskrcnn_benchmark.trainer INFO: eta: 18:00:50 iter: 12540 loss: 1.4888 (1.5737) loss_classifier: 0.0490 (0.0969) loss_box_reg: 0.0670 (0.1050) loss_objectness: 0.0142 (0.0338) loss_rpn_box_reg: 0.0093 (0.0197) loss_da_image: 0.6611 (0.6599) loss_da_instance: 0.6595 (0.6502) loss_da_consistency: 0.0063 (0.0082) time: 1.1205 (1.1286) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:52:24,114 maskrcnn_benchmark.trainer INFO: eta: 18:00:26 iter: 12560 loss: 1.4942 (1.5736) loss_classifier: 0.0428 (0.0969) loss_box_reg: 0.0619 (0.1049) loss_objectness: 0.0151 (0.0338) loss_rpn_box_reg: 0.0093 (0.0197) loss_da_image: 0.6686 (0.6600) loss_da_instance: 0.6614 (0.6502) loss_da_consistency: 0.0072 (0.0082) time: 1.1206 (1.1286) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:52:46,916 maskrcnn_benchmark.trainer INFO: eta: 18:00:05 iter: 12580 loss: 1.5079 (1.5735) loss_classifier: 0.0663 (0.0968) loss_box_reg: 0.0843 (0.1049) loss_objectness: 0.0151 (0.0337) loss_rpn_box_reg: 0.0114 (0.0197) loss_da_image: 0.6666 (0.6600) loss_da_instance: 0.6485 (0.6502) loss_da_consistency: 0.0083 (0.0082) time: 1.1283 (1.1286) data: 0.0797 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:53:09,406 maskrcnn_benchmark.trainer INFO: eta: 17:59:42 iter: 12600 loss: 1.4941 (1.5735) loss_classifier: 0.0647 (0.0968) loss_box_reg: 0.0774 (0.1049) loss_objectness: 0.0150 (0.0337) loss_rpn_box_reg: 0.0124 (0.0197) loss_da_image: 0.6675 (0.6600) loss_da_instance: 0.6611 (0.6502) loss_da_consistency: 0.0074 (0.0082) time: 1.1226 (1.1286) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:53:31,858 maskrcnn_benchmark.trainer INFO: eta: 17:59:19 iter: 12620 loss: 1.5084 (1.5734) loss_classifier: 0.0815 (0.0968) loss_box_reg: 0.0771 (0.1049) loss_objectness: 0.0136 (0.0337) loss_rpn_box_reg: 0.0100 (0.0197) loss_da_image: 0.6660 (0.6600) loss_da_instance: 0.6532 (0.6502) loss_da_consistency: 0.0080 (0.0082) time: 1.1217 (1.1286) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:53:54,279 maskrcnn_benchmark.trainer INFO: eta: 17:58:56 iter: 12640 loss: 1.5617 (1.5734) loss_classifier: 0.0678 (0.0967) loss_box_reg: 0.0721 (0.1049) loss_objectness: 0.0107 (0.0337) loss_rpn_box_reg: 0.0109 (0.0197) loss_da_image: 0.6730 (0.6600) loss_da_instance: 0.6555 (0.6503) loss_da_consistency: 0.0073 (0.0082) time: 1.1230 (1.1286) data: 0.0753 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:54:16,756 maskrcnn_benchmark.trainer INFO: eta: 17:58:33 iter: 12660 loss: 1.5557 (1.5733) loss_classifier: 0.0663 (0.0967) loss_box_reg: 0.1024 (0.1049) loss_objectness: 0.0142 (0.0336) loss_rpn_box_reg: 0.0100 (0.0197) loss_da_image: 0.6739 (0.6600) loss_da_instance: 0.6630 (0.6503) loss_da_consistency: 0.0073 (0.0082) time: 1.1246 (1.1286) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:54:39,262 maskrcnn_benchmark.trainer INFO: eta: 17:58:10 iter: 12680 loss: 1.5074 (1.5732) loss_classifier: 0.0562 (0.0966) loss_box_reg: 0.0954 (0.1048) loss_objectness: 0.0070 (0.0336) loss_rpn_box_reg: 0.0094 (0.0196) loss_da_image: 0.6703 (0.6601) loss_da_instance: 0.6564 (0.6503) loss_da_consistency: 0.0058 (0.0082) time: 1.1249 (1.1286) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:55:01,753 maskrcnn_benchmark.trainer INFO: eta: 17:57:47 iter: 12700 loss: 1.5142 (1.5731) loss_classifier: 0.0631 (0.0966) loss_box_reg: 0.0770 (0.1048) loss_objectness: 0.0140 (0.0336) loss_rpn_box_reg: 0.0077 (0.0196) loss_da_image: 0.6642 (0.6601) loss_da_instance: 0.6687 (0.6503) loss_da_consistency: 0.0064 (0.0082) time: 1.1249 (1.1286) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:55:24,226 maskrcnn_benchmark.trainer INFO: eta: 17:57:24 iter: 12720 loss: 1.5514 (1.5731) loss_classifier: 0.0694 (0.0966) loss_box_reg: 0.0663 (0.1048) loss_objectness: 0.0158 (0.0336) loss_rpn_box_reg: 0.0110 (0.0196) loss_da_image: 0.6765 (0.6601) loss_da_instance: 0.6675 (0.6503) loss_da_consistency: 0.0064 (0.0082) time: 1.1225 (1.1286) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:55:46,653 maskrcnn_benchmark.trainer INFO: eta: 17:57:00 iter: 12740 loss: 1.4633 (1.5730) loss_classifier: 0.0479 (0.0965) loss_box_reg: 0.0406 (0.1047) loss_objectness: 0.0073 (0.0335) loss_rpn_box_reg: 0.0050 (0.0196) loss_da_image: 0.6756 (0.6601) loss_da_instance: 0.6688 (0.6504) loss_da_consistency: 0.0051 (0.0082) time: 1.1208 (1.1286) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:56:09,245 maskrcnn_benchmark.trainer INFO: eta: 17:56:38 iter: 12760 loss: 1.4956 (1.5729) loss_classifier: 0.0647 (0.0965) loss_box_reg: 0.0647 (0.1046) loss_objectness: 0.0097 (0.0335) loss_rpn_box_reg: 0.0132 (0.0196) loss_da_image: 0.6752 (0.6601) loss_da_instance: 0.6641 (0.6504) loss_da_consistency: 0.0062 (0.0082) time: 1.1291 (1.1286) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:56:31,657 maskrcnn_benchmark.trainer INFO: eta: 17:56:15 iter: 12780 loss: 1.5069 (1.5729) loss_classifier: 0.0663 (0.0965) loss_box_reg: 0.0775 (0.1046) loss_objectness: 0.0120 (0.0335) loss_rpn_box_reg: 0.0053 (0.0196) loss_da_image: 0.6722 (0.6602) loss_da_instance: 0.6701 (0.6504) loss_da_consistency: 0.0061 (0.0081) time: 1.1218 (1.1285) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:56:54,093 maskrcnn_benchmark.trainer INFO: eta: 17:55:52 iter: 12800 loss: 1.5212 (1.5728) loss_classifier: 0.0818 (0.0965) loss_box_reg: 0.0801 (0.1046) loss_objectness: 0.0094 (0.0335) loss_rpn_box_reg: 0.0095 (0.0196) loss_da_image: 0.6736 (0.6602) loss_da_instance: 0.6562 (0.6504) loss_da_consistency: 0.0065 (0.0081) time: 1.1212 (1.1285) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:57:16,654 maskrcnn_benchmark.trainer INFO: eta: 17:55:29 iter: 12820 loss: 1.5817 (1.5728) loss_classifier: 0.0922 (0.0965) loss_box_reg: 0.0946 (0.1046) loss_objectness: 0.0156 (0.0334) loss_rpn_box_reg: 0.0117 (0.0196) loss_da_image: 0.6706 (0.6602) loss_da_instance: 0.6622 (0.6505) loss_da_consistency: 0.0052 (0.0081) time: 1.1227 (1.1285) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:57:39,089 maskrcnn_benchmark.trainer INFO: eta: 17:55:06 iter: 12840 loss: 1.4843 (1.5727) loss_classifier: 0.0507 (0.0964) loss_box_reg: 0.0826 (0.1045) loss_objectness: 0.0128 (0.0334) loss_rpn_box_reg: 0.0087 (0.0196) loss_da_image: 0.6721 (0.6602) loss_da_instance: 0.6521 (0.6505) loss_da_consistency: 0.0064 (0.0081) time: 1.1215 (1.1285) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:58:01,522 maskrcnn_benchmark.trainer INFO: eta: 17:54:43 iter: 12860 loss: 1.5029 (1.5727) loss_classifier: 0.0698 (0.0964) loss_box_reg: 0.0714 (0.1045) loss_objectness: 0.0104 (0.0334) loss_rpn_box_reg: 0.0083 (0.0195) loss_da_image: 0.6749 (0.6602) loss_da_instance: 0.6639 (0.6505) loss_da_consistency: 0.0058 (0.0081) time: 1.1218 (1.1285) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:58:23,982 maskrcnn_benchmark.trainer INFO: eta: 17:54:20 iter: 12880 loss: 1.4703 (1.5726) loss_classifier: 0.0498 (0.0963) loss_box_reg: 0.0531 (0.1045) loss_objectness: 0.0108 (0.0334) loss_rpn_box_reg: 0.0084 (0.0195) loss_da_image: 0.6594 (0.6602) loss_da_instance: 0.6645 (0.6505) loss_da_consistency: 0.0069 (0.0081) time: 1.1219 (1.1285) data: 0.0754 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:58:46,424 maskrcnn_benchmark.trainer INFO: eta: 17:53:56 iter: 12900 loss: 1.5488 (1.5726) loss_classifier: 0.0848 (0.0963) loss_box_reg: 0.0823 (0.1045) loss_objectness: 0.0235 (0.0333) loss_rpn_box_reg: 0.0118 (0.0195) loss_da_image: 0.6630 (0.6602) loss_da_instance: 0.6544 (0.6505) loss_da_consistency: 0.0071 (0.0081) time: 1.1223 (1.1285) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:59:08,906 maskrcnn_benchmark.trainer INFO: eta: 17:53:33 iter: 12920 loss: 1.5164 (1.5726) loss_classifier: 0.0840 (0.0963) loss_box_reg: 0.0698 (0.1045) loss_objectness: 0.0140 (0.0333) loss_rpn_box_reg: 0.0090 (0.0195) loss_da_image: 0.6666 (0.6603) loss_da_instance: 0.6593 (0.6505) loss_da_consistency: 0.0061 (0.0081) time: 1.1228 (1.1285) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:59:31,384 maskrcnn_benchmark.trainer INFO: eta: 17:53:10 iter: 12940 loss: 1.5318 (1.5725) loss_classifier: 0.0677 (0.0963) loss_box_reg: 0.0972 (0.1044) loss_objectness: 0.0192 (0.0333) loss_rpn_box_reg: 0.0082 (0.0195) loss_da_image: 0.6687 (0.6603) loss_da_instance: 0.6559 (0.6506) loss_da_consistency: 0.0070 (0.0081) time: 1.1230 (1.1285) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 13:59:53,888 maskrcnn_benchmark.trainer INFO: eta: 17:52:48 iter: 12960 loss: 1.5571 (1.5725) loss_classifier: 0.0696 (0.0963) loss_box_reg: 0.0929 (0.1044) loss_objectness: 0.0163 (0.0333) loss_rpn_box_reg: 0.0153 (0.0195) loss_da_image: 0.6768 (0.6603) loss_da_instance: 0.6626 (0.6506) loss_da_consistency: 0.0061 (0.0081) time: 1.1246 (1.1285) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:00:16,393 maskrcnn_benchmark.trainer INFO: eta: 17:52:25 iter: 12980 loss: 1.5061 (1.5725) loss_classifier: 0.0774 (0.0963) loss_box_reg: 0.0450 (0.1044) loss_objectness: 0.0095 (0.0333) loss_rpn_box_reg: 0.0060 (0.0195) loss_da_image: 0.6721 (0.6603) loss_da_instance: 0.6737 (0.6506) loss_da_consistency: 0.0053 (0.0081) time: 1.1227 (1.1285) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:00:39,028 maskrcnn_benchmark.trainer INFO: eta: 17:52:02 iter: 13000 loss: 1.4844 (1.5724) loss_classifier: 0.0521 (0.0962) loss_box_reg: 0.0579 (0.1044) loss_objectness: 0.0099 (0.0332) loss_rpn_box_reg: 0.0048 (0.0195) loss_da_image: 0.6732 (0.6603) loss_da_instance: 0.6564 (0.6506) loss_da_consistency: 0.0056 (0.0081) time: 1.1259 (1.1285) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:01:01,499 maskrcnn_benchmark.trainer INFO: eta: 17:51:39 iter: 13020 loss: 1.5124 (1.5724) loss_classifier: 0.0712 (0.0962) loss_box_reg: 0.0570 (0.1043) loss_objectness: 0.0162 (0.0332) loss_rpn_box_reg: 0.0098 (0.0195) loss_da_image: 0.6708 (0.6604) loss_da_instance: 0.6778 (0.6507) loss_da_consistency: 0.0058 (0.0081) time: 1.1226 (1.1285) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:01:24,037 maskrcnn_benchmark.trainer INFO: eta: 17:51:17 iter: 13040 loss: 1.5418 (1.5724) loss_classifier: 0.0765 (0.0962) loss_box_reg: 0.0731 (0.1043) loss_objectness: 0.0136 (0.0332) loss_rpn_box_reg: 0.0090 (0.0195) loss_da_image: 0.6700 (0.6604) loss_da_instance: 0.6640 (0.6507) loss_da_consistency: 0.0061 (0.0081) time: 1.1254 (1.1285) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:01:46,535 maskrcnn_benchmark.trainer INFO: eta: 17:50:54 iter: 13060 loss: 1.5310 (1.5723) loss_classifier: 0.0827 (0.0962) loss_box_reg: 0.1000 (0.1043) loss_objectness: 0.0141 (0.0332) loss_rpn_box_reg: 0.0123 (0.0195) loss_da_image: 0.6742 (0.6604) loss_da_instance: 0.6568 (0.6507) loss_da_consistency: 0.0072 (0.0081) time: 1.1234 (1.1285) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:02:09,070 maskrcnn_benchmark.trainer INFO: eta: 17:50:31 iter: 13080 loss: 1.5536 (1.5723) loss_classifier: 0.0748 (0.0961) loss_box_reg: 0.0761 (0.1043) loss_objectness: 0.0178 (0.0332) loss_rpn_box_reg: 0.0110 (0.0195) loss_da_image: 0.6769 (0.6604) loss_da_instance: 0.6618 (0.6507) loss_da_consistency: 0.0059 (0.0081) time: 1.1261 (1.1285) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:02:31,491 maskrcnn_benchmark.trainer INFO: eta: 17:50:08 iter: 13100 loss: 1.5040 (1.5723) loss_classifier: 0.0606 (0.0961) loss_box_reg: 0.0970 (0.1043) loss_objectness: 0.0140 (0.0332) loss_rpn_box_reg: 0.0137 (0.0195) loss_da_image: 0.6763 (0.6605) loss_da_instance: 0.6540 (0.6507) loss_da_consistency: 0.0078 (0.0081) time: 1.1213 (1.1284) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:02:53,911 maskrcnn_benchmark.trainer INFO: eta: 17:49:45 iter: 13120 loss: 1.5213 (1.5723) loss_classifier: 0.0735 (0.0961) loss_box_reg: 0.0927 (0.1043) loss_objectness: 0.0158 (0.0332) loss_rpn_box_reg: 0.0092 (0.0195) loss_da_image: 0.6756 (0.6605) loss_da_instance: 0.6668 (0.6508) loss_da_consistency: 0.0080 (0.0081) time: 1.1194 (1.1284) data: 0.0801 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:03:16,480 maskrcnn_benchmark.trainer INFO: eta: 17:49:22 iter: 13140 loss: 1.5115 (1.5722) loss_classifier: 0.0610 (0.0960) loss_box_reg: 0.0768 (0.1043) loss_objectness: 0.0107 (0.0331) loss_rpn_box_reg: 0.0128 (0.0195) loss_da_image: 0.6695 (0.6605) loss_da_instance: 0.6551 (0.6508) loss_da_consistency: 0.0057 (0.0081) time: 1.1252 (1.1284) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:03:38,972 maskrcnn_benchmark.trainer INFO: eta: 17:48:59 iter: 13160 loss: 1.5568 (1.5722) loss_classifier: 0.0707 (0.0960) loss_box_reg: 0.0889 (0.1042) loss_objectness: 0.0164 (0.0331) loss_rpn_box_reg: 0.0126 (0.0194) loss_da_image: 0.6742 (0.6605) loss_da_instance: 0.6563 (0.6508) loss_da_consistency: 0.0061 (0.0081) time: 1.1248 (1.1284) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:04:01,447 maskrcnn_benchmark.trainer INFO: eta: 17:48:36 iter: 13180 loss: 1.4720 (1.5721) loss_classifier: 0.0413 (0.0960) loss_box_reg: 0.0372 (0.1042) loss_objectness: 0.0162 (0.0331) loss_rpn_box_reg: 0.0082 (0.0194) loss_da_image: 0.6807 (0.6606) loss_da_instance: 0.6738 (0.6508) loss_da_consistency: 0.0051 (0.0081) time: 1.1233 (1.1284) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:04:23,882 maskrcnn_benchmark.trainer INFO: eta: 17:48:13 iter: 13200 loss: 1.4908 (1.5721) loss_classifier: 0.0609 (0.0959) loss_box_reg: 0.0545 (0.1041) loss_objectness: 0.0178 (0.0331) loss_rpn_box_reg: 0.0126 (0.0194) loss_da_image: 0.6723 (0.6606) loss_da_instance: 0.6605 (0.6508) loss_da_consistency: 0.0057 (0.0081) time: 1.1219 (1.1284) data: 0.0801 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:04:46,357 maskrcnn_benchmark.trainer INFO: eta: 17:47:50 iter: 13220 loss: 1.5841 (1.5721) loss_classifier: 0.0856 (0.0959) loss_box_reg: 0.0952 (0.1041) loss_objectness: 0.0167 (0.0330) loss_rpn_box_reg: 0.0155 (0.0194) loss_da_image: 0.6731 (0.6606) loss_da_instance: 0.6530 (0.6508) loss_da_consistency: 0.0071 (0.0081) time: 1.1217 (1.1284) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:05:08,806 maskrcnn_benchmark.trainer INFO: eta: 17:47:27 iter: 13240 loss: 1.5104 (1.5721) loss_classifier: 0.0699 (0.0959) loss_box_reg: 0.0892 (0.1041) loss_objectness: 0.0130 (0.0330) loss_rpn_box_reg: 0.0073 (0.0194) loss_da_image: 0.6768 (0.6606) loss_da_instance: 0.6545 (0.6509) loss_da_consistency: 0.0063 (0.0081) time: 1.1209 (1.1284) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:05:31,217 maskrcnn_benchmark.trainer INFO: eta: 17:47:04 iter: 13260 loss: 1.4861 (1.5720) loss_classifier: 0.0700 (0.0959) loss_box_reg: 0.0596 (0.1041) loss_objectness: 0.0123 (0.0330) loss_rpn_box_reg: 0.0097 (0.0194) loss_da_image: 0.6789 (0.6607) loss_da_instance: 0.6751 (0.6509) loss_da_consistency: 0.0066 (0.0081) time: 1.1179 (1.1284) data: 0.0802 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:05:53,682 maskrcnn_benchmark.trainer INFO: eta: 17:46:41 iter: 13280 loss: 1.4860 (1.5719) loss_classifier: 0.0547 (0.0958) loss_box_reg: 0.0927 (0.1041) loss_objectness: 0.0097 (0.0330) loss_rpn_box_reg: 0.0066 (0.0194) loss_da_image: 0.6761 (0.6607) loss_da_instance: 0.6633 (0.6509) loss_da_consistency: 0.0053 (0.0081) time: 1.1245 (1.1284) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:06:16,149 maskrcnn_benchmark.trainer INFO: eta: 17:46:18 iter: 13300 loss: 1.4494 (1.5719) loss_classifier: 0.0554 (0.0958) loss_box_reg: 0.0397 (0.1040) loss_objectness: 0.0087 (0.0329) loss_rpn_box_reg: 0.0082 (0.0194) loss_da_image: 0.6689 (0.6607) loss_da_instance: 0.6661 (0.6509) loss_da_consistency: 0.0062 (0.0081) time: 1.1237 (1.1284) data: 0.0806 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:06:38,608 maskrcnn_benchmark.trainer INFO: eta: 17:45:55 iter: 13320 loss: 1.5271 (1.5718) loss_classifier: 0.0750 (0.0958) loss_box_reg: 0.0736 (0.1040) loss_objectness: 0.0195 (0.0329) loss_rpn_box_reg: 0.0139 (0.0194) loss_da_image: 0.6724 (0.6607) loss_da_instance: 0.6757 (0.6510) loss_da_consistency: 0.0060 (0.0081) time: 1.1217 (1.1284) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:07:01,085 maskrcnn_benchmark.trainer INFO: eta: 17:45:32 iter: 13340 loss: 1.5696 (1.5719) loss_classifier: 0.0991 (0.0958) loss_box_reg: 0.1074 (0.1040) loss_objectness: 0.0182 (0.0329) loss_rpn_box_reg: 0.0170 (0.0194) loss_da_image: 0.6679 (0.6607) loss_da_instance: 0.6561 (0.6510) loss_da_consistency: 0.0063 (0.0081) time: 1.1238 (1.1284) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:07:23,502 maskrcnn_benchmark.trainer INFO: eta: 17:45:09 iter: 13360 loss: 1.5273 (1.5718) loss_classifier: 0.0650 (0.0957) loss_box_reg: 0.0616 (0.1040) loss_objectness: 0.0143 (0.0329) loss_rpn_box_reg: 0.0100 (0.0194) loss_da_image: 0.6953 (0.6608) loss_da_instance: 0.6587 (0.6510) loss_da_consistency: 0.0072 (0.0081) time: 1.1182 (1.1283) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:07:45,838 maskrcnn_benchmark.trainer INFO: eta: 17:44:45 iter: 13380 loss: 1.5530 (1.5718) loss_classifier: 0.0754 (0.0957) loss_box_reg: 0.0892 (0.1040) loss_objectness: 0.0137 (0.0329) loss_rpn_box_reg: 0.0095 (0.0194) loss_da_image: 0.6795 (0.6608) loss_da_instance: 0.6621 (0.6510) loss_da_consistency: 0.0076 (0.0081) time: 1.1160 (1.1283) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:08:08,680 maskrcnn_benchmark.trainer INFO: eta: 17:44:24 iter: 13400 loss: 1.5107 (1.5718) loss_classifier: 0.0663 (0.0957) loss_box_reg: 0.0727 (0.1039) loss_objectness: 0.0132 (0.0328) loss_rpn_box_reg: 0.0106 (0.0194) loss_da_image: 0.6821 (0.6608) loss_da_instance: 0.6694 (0.6510) loss_da_consistency: 0.0073 (0.0081) time: 1.1174 (1.1283) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:08:31,156 maskrcnn_benchmark.trainer INFO: eta: 17:44:01 iter: 13420 loss: 1.5037 (1.5717) loss_classifier: 0.0648 (0.0956) loss_box_reg: 0.0667 (0.1039) loss_objectness: 0.0130 (0.0328) loss_rpn_box_reg: 0.0097 (0.0193) loss_da_image: 0.6856 (0.6609) loss_da_instance: 0.6725 (0.6511) loss_da_consistency: 0.0084 (0.0081) time: 1.1248 (1.1283) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:08:53,667 maskrcnn_benchmark.trainer INFO: eta: 17:43:38 iter: 13440 loss: 1.4820 (1.5716) loss_classifier: 0.0448 (0.0956) loss_box_reg: 0.0509 (0.1039) loss_objectness: 0.0139 (0.0328) loss_rpn_box_reg: 0.0087 (0.0193) loss_da_image: 0.6722 (0.6609) loss_da_instance: 0.6659 (0.6511) loss_da_consistency: 0.0056 (0.0081) time: 1.1261 (1.1283) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:09:16,104 maskrcnn_benchmark.trainer INFO: eta: 17:43:15 iter: 13460 loss: 1.4857 (1.5715) loss_classifier: 0.0549 (0.0956) loss_box_reg: 0.0644 (0.1038) loss_objectness: 0.0125 (0.0328) loss_rpn_box_reg: 0.0120 (0.0193) loss_da_image: 0.6756 (0.6609) loss_da_instance: 0.6620 (0.6511) loss_da_consistency: 0.0071 (0.0081) time: 1.1219 (1.1283) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:09:38,568 maskrcnn_benchmark.trainer INFO: eta: 17:42:52 iter: 13480 loss: 1.4870 (1.5715) loss_classifier: 0.0643 (0.0955) loss_box_reg: 0.0755 (0.1038) loss_objectness: 0.0118 (0.0327) loss_rpn_box_reg: 0.0076 (0.0193) loss_da_image: 0.6703 (0.6609) loss_da_instance: 0.6618 (0.6511) loss_da_consistency: 0.0061 (0.0081) time: 1.1222 (1.1283) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:10:01,021 maskrcnn_benchmark.trainer INFO: eta: 17:42:29 iter: 13500 loss: 1.5374 (1.5714) loss_classifier: 0.0825 (0.0955) loss_box_reg: 0.0807 (0.1038) loss_objectness: 0.0116 (0.0327) loss_rpn_box_reg: 0.0101 (0.0193) loss_da_image: 0.6746 (0.6609) loss_da_instance: 0.6556 (0.6511) loss_da_consistency: 0.0070 (0.0081) time: 1.1216 (1.1283) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:10:23,454 maskrcnn_benchmark.trainer INFO: eta: 17:42:06 iter: 13520 loss: 1.5367 (1.5714) loss_classifier: 0.0941 (0.0955) loss_box_reg: 0.0925 (0.1037) loss_objectness: 0.0189 (0.0327) loss_rpn_box_reg: 0.0118 (0.0193) loss_da_image: 0.6684 (0.6610) loss_da_instance: 0.6565 (0.6511) loss_da_consistency: 0.0064 (0.0081) time: 1.1199 (1.1283) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:10:45,847 maskrcnn_benchmark.trainer INFO: eta: 17:41:42 iter: 13540 loss: 1.5249 (1.5714) loss_classifier: 0.0809 (0.0955) loss_box_reg: 0.0731 (0.1037) loss_objectness: 0.0184 (0.0327) loss_rpn_box_reg: 0.0136 (0.0193) loss_da_image: 0.6807 (0.6610) loss_da_instance: 0.6555 (0.6511) loss_da_consistency: 0.0081 (0.0081) time: 1.1192 (1.1283) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:11:08,246 maskrcnn_benchmark.trainer INFO: eta: 17:41:19 iter: 13560 loss: 1.4880 (1.5713) loss_classifier: 0.0603 (0.0954) loss_box_reg: 0.0671 (0.1037) loss_objectness: 0.0136 (0.0327) loss_rpn_box_reg: 0.0083 (0.0193) loss_da_image: 0.6765 (0.6610) loss_da_instance: 0.6670 (0.6512) loss_da_consistency: 0.0070 (0.0081) time: 1.1184 (1.1283) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:11:30,724 maskrcnn_benchmark.trainer INFO: eta: 17:40:56 iter: 13580 loss: 1.5335 (1.5713) loss_classifier: 0.0501 (0.0954) loss_box_reg: 0.0794 (0.1037) loss_objectness: 0.0102 (0.0327) loss_rpn_box_reg: 0.0047 (0.0193) loss_da_image: 0.6758 (0.6610) loss_da_instance: 0.6677 (0.6512) loss_da_consistency: 0.0062 (0.0081) time: 1.1242 (1.1283) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:11:53,234 maskrcnn_benchmark.trainer INFO: eta: 17:40:33 iter: 13600 loss: 1.5747 (1.5713) loss_classifier: 0.0799 (0.0954) loss_box_reg: 0.0840 (0.1037) loss_objectness: 0.0160 (0.0327) loss_rpn_box_reg: 0.0154 (0.0193) loss_da_image: 0.6684 (0.6610) loss_da_instance: 0.6653 (0.6512) loss_da_consistency: 0.0058 (0.0081) time: 1.1261 (1.1283) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:12:15,696 maskrcnn_benchmark.trainer INFO: eta: 17:40:10 iter: 13620 loss: 1.5407 (1.5713) loss_classifier: 0.0798 (0.0954) loss_box_reg: 0.0797 (0.1036) loss_objectness: 0.0178 (0.0326) loss_rpn_box_reg: 0.0150 (0.0193) loss_da_image: 0.6768 (0.6611) loss_da_instance: 0.6579 (0.6512) loss_da_consistency: 0.0059 (0.0081) time: 1.1219 (1.1283) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:12:38,174 maskrcnn_benchmark.trainer INFO: eta: 17:39:48 iter: 13640 loss: 1.4752 (1.5712) loss_classifier: 0.0549 (0.0953) loss_box_reg: 0.0603 (0.1036) loss_objectness: 0.0096 (0.0326) loss_rpn_box_reg: 0.0102 (0.0193) loss_da_image: 0.6825 (0.6611) loss_da_instance: 0.6677 (0.6512) loss_da_consistency: 0.0075 (0.0080) time: 1.1232 (1.1282) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:13:00,689 maskrcnn_benchmark.trainer INFO: eta: 17:39:25 iter: 13660 loss: 1.5067 (1.5712) loss_classifier: 0.0749 (0.0953) loss_box_reg: 0.0835 (0.1036) loss_objectness: 0.0196 (0.0326) loss_rpn_box_reg: 0.0093 (0.0193) loss_da_image: 0.6684 (0.6611) loss_da_instance: 0.6597 (0.6512) loss_da_consistency: 0.0092 (0.0081) time: 1.1245 (1.1282) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:13:23,220 maskrcnn_benchmark.trainer INFO: eta: 17:39:02 iter: 13680 loss: 1.5743 (1.5712) loss_classifier: 0.0801 (0.0953) loss_box_reg: 0.0834 (0.1036) loss_objectness: 0.0160 (0.0326) loss_rpn_box_reg: 0.0122 (0.0193) loss_da_image: 0.6772 (0.6611) loss_da_instance: 0.6741 (0.6513) loss_da_consistency: 0.0057 (0.0080) time: 1.1249 (1.1282) data: 0.0802 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:13:45,688 maskrcnn_benchmark.trainer INFO: eta: 17:38:39 iter: 13700 loss: 1.4848 (1.5711) loss_classifier: 0.0579 (0.0952) loss_box_reg: 0.0662 (0.1035) loss_objectness: 0.0094 (0.0326) loss_rpn_box_reg: 0.0071 (0.0193) loss_da_image: 0.6690 (0.6612) loss_da_instance: 0.6627 (0.6513) loss_da_consistency: 0.0055 (0.0080) time: 1.1229 (1.1282) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:14:08,167 maskrcnn_benchmark.trainer INFO: eta: 17:38:16 iter: 13720 loss: 1.5242 (1.5710) loss_classifier: 0.0740 (0.0952) loss_box_reg: 0.0735 (0.1035) loss_objectness: 0.0122 (0.0325) loss_rpn_box_reg: 0.0088 (0.0193) loss_da_image: 0.6715 (0.6612) loss_da_instance: 0.6582 (0.6513) loss_da_consistency: 0.0062 (0.0080) time: 1.1232 (1.1282) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:14:30,679 maskrcnn_benchmark.trainer INFO: eta: 17:37:53 iter: 13740 loss: 1.5591 (1.5711) loss_classifier: 0.0717 (0.0952) loss_box_reg: 0.1011 (0.1035) loss_objectness: 0.0194 (0.0325) loss_rpn_box_reg: 0.0129 (0.0193) loss_da_image: 0.6825 (0.6612) loss_da_instance: 0.6815 (0.6513) loss_da_consistency: 0.0070 (0.0080) time: 1.1263 (1.1282) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:14:53,095 maskrcnn_benchmark.trainer INFO: eta: 17:37:30 iter: 13760 loss: 1.5319 (1.5710) loss_classifier: 0.0640 (0.0952) loss_box_reg: 0.0775 (0.1035) loss_objectness: 0.0223 (0.0325) loss_rpn_box_reg: 0.0112 (0.0193) loss_da_image: 0.6821 (0.6612) loss_da_instance: 0.6630 (0.6514) loss_da_consistency: 0.0073 (0.0080) time: 1.1176 (1.1282) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:15:15,585 maskrcnn_benchmark.trainer INFO: eta: 17:37:07 iter: 13780 loss: 1.5164 (1.5710) loss_classifier: 0.0599 (0.0951) loss_box_reg: 0.0632 (0.1034) loss_objectness: 0.0194 (0.0325) loss_rpn_box_reg: 0.0128 (0.0193) loss_da_image: 0.6806 (0.6612) loss_da_instance: 0.6578 (0.6514) loss_da_consistency: 0.0072 (0.0080) time: 1.1255 (1.1282) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:15:38,108 maskrcnn_benchmark.trainer INFO: eta: 17:36:45 iter: 13800 loss: 1.5547 (1.5710) loss_classifier: 0.0568 (0.0951) loss_box_reg: 0.0942 (0.1034) loss_objectness: 0.0166 (0.0325) loss_rpn_box_reg: 0.0132 (0.0193) loss_da_image: 0.6704 (0.6613) loss_da_instance: 0.6747 (0.6514) loss_da_consistency: 0.0067 (0.0080) time: 1.1246 (1.1282) data: 0.0802 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:16:00,550 maskrcnn_benchmark.trainer INFO: eta: 17:36:22 iter: 13820 loss: 1.5670 (1.5710) loss_classifier: 0.0860 (0.0951) loss_box_reg: 0.0875 (0.1034) loss_objectness: 0.0176 (0.0325) loss_rpn_box_reg: 0.0181 (0.0193) loss_da_image: 0.6676 (0.6613) loss_da_instance: 0.6525 (0.6514) loss_da_consistency: 0.0070 (0.0080) time: 1.1217 (1.1282) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:16:22,981 maskrcnn_benchmark.trainer INFO: eta: 17:35:58 iter: 13840 loss: 1.5601 (1.5709) loss_classifier: 0.0770 (0.0951) loss_box_reg: 0.0780 (0.1034) loss_objectness: 0.0109 (0.0324) loss_rpn_box_reg: 0.0071 (0.0193) loss_da_image: 0.6779 (0.6613) loss_da_instance: 0.6682 (0.6514) loss_da_consistency: 0.0058 (0.0080) time: 1.1227 (1.1282) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:16:45,346 maskrcnn_benchmark.trainer INFO: eta: 17:35:35 iter: 13860 loss: 1.5248 (1.5709) loss_classifier: 0.0688 (0.0950) loss_box_reg: 0.0817 (0.1033) loss_objectness: 0.0111 (0.0324) loss_rpn_box_reg: 0.0104 (0.0193) loss_da_image: 0.6784 (0.6613) loss_da_instance: 0.6597 (0.6515) loss_da_consistency: 0.0054 (0.0080) time: 1.1181 (1.1282) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:17:07,804 maskrcnn_benchmark.trainer INFO: eta: 17:35:12 iter: 13880 loss: 1.5294 (1.5708) loss_classifier: 0.0669 (0.0950) loss_box_reg: 0.0907 (0.1033) loss_objectness: 0.0127 (0.0324) loss_rpn_box_reg: 0.0102 (0.0192) loss_da_image: 0.6742 (0.6613) loss_da_instance: 0.6568 (0.6515) loss_da_consistency: 0.0058 (0.0080) time: 1.1206 (1.1282) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:17:30,200 maskrcnn_benchmark.trainer INFO: eta: 17:34:49 iter: 13900 loss: 1.5250 (1.5708) loss_classifier: 0.0773 (0.0950) loss_box_reg: 0.0807 (0.1033) loss_objectness: 0.0207 (0.0324) loss_rpn_box_reg: 0.0108 (0.0192) loss_da_image: 0.6709 (0.6613) loss_da_instance: 0.6627 (0.6515) loss_da_consistency: 0.0060 (0.0080) time: 1.1198 (1.1282) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:17:52,649 maskrcnn_benchmark.trainer INFO: eta: 17:34:26 iter: 13920 loss: 1.4944 (1.5708) loss_classifier: 0.0765 (0.0950) loss_box_reg: 0.0668 (0.1033) loss_objectness: 0.0154 (0.0324) loss_rpn_box_reg: 0.0137 (0.0192) loss_da_image: 0.6724 (0.6614) loss_da_instance: 0.6576 (0.6515) loss_da_consistency: 0.0056 (0.0080) time: 1.1214 (1.1281) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:18:15,185 maskrcnn_benchmark.trainer INFO: eta: 17:34:03 iter: 13940 loss: 1.4880 (1.5707) loss_classifier: 0.0564 (0.0949) loss_box_reg: 0.0771 (0.1032) loss_objectness: 0.0107 (0.0324) loss_rpn_box_reg: 0.0059 (0.0192) loss_da_image: 0.6737 (0.6614) loss_da_instance: 0.6590 (0.6515) loss_da_consistency: 0.0055 (0.0080) time: 1.1202 (1.1281) data: 0.0761 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:18:37,590 maskrcnn_benchmark.trainer INFO: eta: 17:33:40 iter: 13960 loss: 1.5145 (1.5706) loss_classifier: 0.0547 (0.0949) loss_box_reg: 0.0764 (0.1032) loss_objectness: 0.0111 (0.0323) loss_rpn_box_reg: 0.0077 (0.0192) loss_da_image: 0.6720 (0.6614) loss_da_instance: 0.6590 (0.6515) loss_da_consistency: 0.0059 (0.0080) time: 1.1189 (1.1281) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:19:00,127 maskrcnn_benchmark.trainer INFO: eta: 17:33:17 iter: 13980 loss: 1.4829 (1.5705) loss_classifier: 0.0585 (0.0949) loss_box_reg: 0.0663 (0.1032) loss_objectness: 0.0099 (0.0323) loss_rpn_box_reg: 0.0075 (0.0192) loss_da_image: 0.6672 (0.6614) loss_da_instance: 0.6719 (0.6516) loss_da_consistency: 0.0055 (0.0080) time: 1.1259 (1.1281) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:19:22,760 maskrcnn_benchmark.trainer INFO: eta: 17:32:55 iter: 14000 loss: 1.4565 (1.5705) loss_classifier: 0.0584 (0.0948) loss_box_reg: 0.0735 (0.1031) loss_objectness: 0.0092 (0.0323) loss_rpn_box_reg: 0.0060 (0.0192) loss_da_image: 0.6674 (0.6614) loss_da_instance: 0.6640 (0.6516) loss_da_consistency: 0.0068 (0.0080) time: 1.1328 (1.1281) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:19:45,248 maskrcnn_benchmark.trainer INFO: eta: 17:32:32 iter: 14020 loss: 1.4511 (1.5704) loss_classifier: 0.0592 (0.0948) loss_box_reg: 0.0466 (0.1031) loss_objectness: 0.0071 (0.0323) loss_rpn_box_reg: 0.0055 (0.0192) loss_da_image: 0.6678 (0.6614) loss_da_instance: 0.6600 (0.6516) loss_da_consistency: 0.0059 (0.0080) time: 1.1255 (1.1281) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:20:07,631 maskrcnn_benchmark.trainer INFO: eta: 17:32:09 iter: 14040 loss: 1.4831 (1.5703) loss_classifier: 0.0578 (0.0948) loss_box_reg: 0.0582 (0.1030) loss_objectness: 0.0128 (0.0323) loss_rpn_box_reg: 0.0111 (0.0192) loss_da_image: 0.6681 (0.6614) loss_da_instance: 0.6643 (0.6516) loss_da_consistency: 0.0056 (0.0080) time: 1.1161 (1.1281) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:20:30,127 maskrcnn_benchmark.trainer INFO: eta: 17:31:46 iter: 14060 loss: 1.5233 (1.5702) loss_classifier: 0.0711 (0.0947) loss_box_reg: 0.0694 (0.1030) loss_objectness: 0.0155 (0.0322) loss_rpn_box_reg: 0.0093 (0.0192) loss_da_image: 0.6715 (0.6614) loss_da_instance: 0.6548 (0.6516) loss_da_consistency: 0.0060 (0.0080) time: 1.1260 (1.1281) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:20:52,651 maskrcnn_benchmark.trainer INFO: eta: 17:31:23 iter: 14080 loss: 1.5349 (1.5702) loss_classifier: 0.0901 (0.0947) loss_box_reg: 0.0771 (0.1030) loss_objectness: 0.0125 (0.0322) loss_rpn_box_reg: 0.0137 (0.0192) loss_da_image: 0.6747 (0.6615) loss_da_instance: 0.6460 (0.6516) loss_da_consistency: 0.0077 (0.0080) time: 1.1261 (1.1281) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:21:15,026 maskrcnn_benchmark.trainer INFO: eta: 17:31:00 iter: 14100 loss: 1.4978 (1.5702) loss_classifier: 0.0649 (0.0947) loss_box_reg: 0.0653 (0.1030) loss_objectness: 0.0137 (0.0322) loss_rpn_box_reg: 0.0103 (0.0192) loss_da_image: 0.6730 (0.6615) loss_da_instance: 0.6613 (0.6516) loss_da_consistency: 0.0056 (0.0080) time: 1.1182 (1.1281) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:21:37,495 maskrcnn_benchmark.trainer INFO: eta: 17:30:37 iter: 14120 loss: 1.5048 (1.5701) loss_classifier: 0.0679 (0.0947) loss_box_reg: 0.0602 (0.1029) loss_objectness: 0.0097 (0.0322) loss_rpn_box_reg: 0.0051 (0.0192) loss_da_image: 0.6672 (0.6615) loss_da_instance: 0.6671 (0.6517) loss_da_consistency: 0.0059 (0.0080) time: 1.1213 (1.1281) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:22:00,043 maskrcnn_benchmark.trainer INFO: eta: 17:30:14 iter: 14140 loss: 1.4942 (1.5701) loss_classifier: 0.0618 (0.0946) loss_box_reg: 0.0784 (0.1029) loss_objectness: 0.0107 (0.0322) loss_rpn_box_reg: 0.0122 (0.0192) loss_da_image: 0.6690 (0.6615) loss_da_instance: 0.6627 (0.6517) loss_da_consistency: 0.0059 (0.0080) time: 1.1239 (1.1281) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:22:22,480 maskrcnn_benchmark.trainer INFO: eta: 17:29:51 iter: 14160 loss: 1.5260 (1.5701) loss_classifier: 0.0609 (0.0946) loss_box_reg: 0.0980 (0.1029) loss_objectness: 0.0144 (0.0322) loss_rpn_box_reg: 0.0080 (0.0192) loss_da_image: 0.6612 (0.6615) loss_da_instance: 0.6571 (0.6517) loss_da_consistency: 0.0063 (0.0080) time: 1.1222 (1.1281) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:22:44,883 maskrcnn_benchmark.trainer INFO: eta: 17:29:28 iter: 14180 loss: 1.5059 (1.5700) loss_classifier: 0.0551 (0.0946) loss_box_reg: 0.1103 (0.1029) loss_objectness: 0.0088 (0.0322) loss_rpn_box_reg: 0.0053 (0.0191) loss_da_image: 0.6659 (0.6615) loss_da_instance: 0.6530 (0.6517) loss_da_consistency: 0.0068 (0.0080) time: 1.1187 (1.1281) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:23:07,246 maskrcnn_benchmark.trainer INFO: eta: 17:29:05 iter: 14200 loss: 1.4969 (1.5699) loss_classifier: 0.0704 (0.0946) loss_box_reg: 0.0612 (0.1029) loss_objectness: 0.0172 (0.0321) loss_rpn_box_reg: 0.0082 (0.0191) loss_da_image: 0.6599 (0.6615) loss_da_instance: 0.6610 (0.6517) loss_da_consistency: 0.0063 (0.0080) time: 1.1174 (1.1281) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:23:29,936 maskrcnn_benchmark.trainer INFO: eta: 17:28:43 iter: 14220 loss: 1.4906 (1.5698) loss_classifier: 0.0769 (0.0945) loss_box_reg: 0.0599 (0.1029) loss_objectness: 0.0179 (0.0321) loss_rpn_box_reg: 0.0102 (0.0191) loss_da_image: 0.6676 (0.6615) loss_da_instance: 0.6474 (0.6517) loss_da_consistency: 0.0067 (0.0080) time: 1.1249 (1.1281) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:23:52,344 maskrcnn_benchmark.trainer INFO: eta: 17:28:20 iter: 14240 loss: 1.5192 (1.5698) loss_classifier: 0.0577 (0.0945) loss_box_reg: 0.0782 (0.1028) loss_objectness: 0.0090 (0.0321) loss_rpn_box_reg: 0.0080 (0.0191) loss_da_image: 0.6609 (0.6615) loss_da_instance: 0.6627 (0.6517) loss_da_consistency: 0.0066 (0.0080) time: 1.1202 (1.1281) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:24:14,838 maskrcnn_benchmark.trainer INFO: eta: 17:27:57 iter: 14260 loss: 1.5850 (1.5698) loss_classifier: 0.0872 (0.0945) loss_box_reg: 0.1110 (0.1029) loss_objectness: 0.0133 (0.0321) loss_rpn_box_reg: 0.0141 (0.0191) loss_da_image: 0.6784 (0.6615) loss_da_instance: 0.6701 (0.6517) loss_da_consistency: 0.0070 (0.0080) time: 1.1252 (1.1280) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:24:37,310 maskrcnn_benchmark.trainer INFO: eta: 17:27:34 iter: 14280 loss: 1.4844 (1.5697) loss_classifier: 0.0584 (0.0945) loss_box_reg: 0.0589 (0.1028) loss_objectness: 0.0110 (0.0321) loss_rpn_box_reg: 0.0079 (0.0191) loss_da_image: 0.6714 (0.6615) loss_da_instance: 0.6630 (0.6518) loss_da_consistency: 0.0068 (0.0080) time: 1.1238 (1.1280) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:24:59,750 maskrcnn_benchmark.trainer INFO: eta: 17:27:11 iter: 14300 loss: 1.5242 (1.5697) loss_classifier: 0.0703 (0.0944) loss_box_reg: 0.0681 (0.1028) loss_objectness: 0.0117 (0.0320) loss_rpn_box_reg: 0.0109 (0.0191) loss_da_image: 0.6728 (0.6616) loss_da_instance: 0.6552 (0.6518) loss_da_consistency: 0.0063 (0.0080) time: 1.1208 (1.1280) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:25:22,831 maskrcnn_benchmark.trainer INFO: eta: 17:26:50 iter: 14320 loss: 1.5270 (1.5697) loss_classifier: 0.0740 (0.0944) loss_box_reg: 0.0848 (0.1028) loss_objectness: 0.0132 (0.0320) loss_rpn_box_reg: 0.0117 (0.0191) loss_da_image: 0.6734 (0.6616) loss_da_instance: 0.6531 (0.6518) loss_da_consistency: 0.0062 (0.0080) time: 1.1250 (1.1281) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:25:45,330 maskrcnn_benchmark.trainer INFO: eta: 17:26:28 iter: 14340 loss: 1.4590 (1.5696) loss_classifier: 0.0608 (0.0944) loss_box_reg: 0.0409 (0.1028) loss_objectness: 0.0104 (0.0320) loss_rpn_box_reg: 0.0078 (0.0191) loss_da_image: 0.6628 (0.6616) loss_da_instance: 0.6510 (0.6518) loss_da_consistency: 0.0072 (0.0080) time: 1.1220 (1.1281) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:26:07,786 maskrcnn_benchmark.trainer INFO: eta: 17:26:05 iter: 14360 loss: 1.4858 (1.5695) loss_classifier: 0.0614 (0.0944) loss_box_reg: 0.0572 (0.1027) loss_objectness: 0.0117 (0.0320) loss_rpn_box_reg: 0.0087 (0.0191) loss_da_image: 0.6646 (0.6616) loss_da_instance: 0.6706 (0.6518) loss_da_consistency: 0.0068 (0.0080) time: 1.1217 (1.1281) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:26:30,623 maskrcnn_benchmark.trainer INFO: eta: 17:25:43 iter: 14380 loss: 1.4936 (1.5695) loss_classifier: 0.0574 (0.0943) loss_box_reg: 0.0756 (0.1027) loss_objectness: 0.0147 (0.0320) loss_rpn_box_reg: 0.0091 (0.0191) loss_da_image: 0.6561 (0.6616) loss_da_instance: 0.6608 (0.6518) loss_da_consistency: 0.0065 (0.0080) time: 1.1229 (1.1281) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:26:53,060 maskrcnn_benchmark.trainer INFO: eta: 17:25:20 iter: 14400 loss: 1.5019 (1.5694) loss_classifier: 0.0596 (0.0943) loss_box_reg: 0.0670 (0.1027) loss_objectness: 0.0095 (0.0319) loss_rpn_box_reg: 0.0080 (0.0191) loss_da_image: 0.6582 (0.6616) loss_da_instance: 0.6659 (0.6519) loss_da_consistency: 0.0059 (0.0080) time: 1.1192 (1.1281) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:27:15,518 maskrcnn_benchmark.trainer INFO: eta: 17:24:57 iter: 14420 loss: 1.4699 (1.5693) loss_classifier: 0.0505 (0.0943) loss_box_reg: 0.0536 (0.1026) loss_objectness: 0.0154 (0.0319) loss_rpn_box_reg: 0.0078 (0.0191) loss_da_image: 0.6686 (0.6616) loss_da_instance: 0.6586 (0.6519) loss_da_consistency: 0.0056 (0.0080) time: 1.1212 (1.1281) data: 0.0756 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:27:38,045 maskrcnn_benchmark.trainer INFO: eta: 17:24:34 iter: 14440 loss: 1.5696 (1.5693) loss_classifier: 0.0832 (0.0942) loss_box_reg: 0.0968 (0.1026) loss_objectness: 0.0159 (0.0319) loss_rpn_box_reg: 0.0137 (0.0191) loss_da_image: 0.6766 (0.6616) loss_da_instance: 0.6607 (0.6519) loss_da_consistency: 0.0059 (0.0080) time: 1.1261 (1.1281) data: 0.0811 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:28:00,550 maskrcnn_benchmark.trainer INFO: eta: 17:24:12 iter: 14460 loss: 1.5055 (1.5692) loss_classifier: 0.0460 (0.0942) loss_box_reg: 0.0519 (0.1026) loss_objectness: 0.0068 (0.0319) loss_rpn_box_reg: 0.0066 (0.0190) loss_da_image: 0.6685 (0.6616) loss_da_instance: 0.6589 (0.6519) loss_da_consistency: 0.0077 (0.0080) time: 1.1228 (1.1281) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:28:22,972 maskrcnn_benchmark.trainer INFO: eta: 17:23:49 iter: 14480 loss: 1.4759 (1.5691) loss_classifier: 0.0565 (0.0942) loss_box_reg: 0.0602 (0.1026) loss_objectness: 0.0099 (0.0319) loss_rpn_box_reg: 0.0056 (0.0190) loss_da_image: 0.6800 (0.6617) loss_da_instance: 0.6551 (0.6519) loss_da_consistency: 0.0088 (0.0080) time: 1.1216 (1.1280) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:28:45,348 maskrcnn_benchmark.trainer INFO: eta: 17:23:25 iter: 14500 loss: 1.4436 (1.5691) loss_classifier: 0.0474 (0.0941) loss_box_reg: 0.0537 (0.1025) loss_objectness: 0.0093 (0.0318) loss_rpn_box_reg: 0.0076 (0.0190) loss_da_image: 0.6746 (0.6617) loss_da_instance: 0.6691 (0.6519) loss_da_consistency: 0.0068 (0.0080) time: 1.1182 (1.1280) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:29:07,723 maskrcnn_benchmark.trainer INFO: eta: 17:23:02 iter: 14520 loss: 1.5123 (1.5690) loss_classifier: 0.0764 (0.0941) loss_box_reg: 0.0862 (0.1025) loss_objectness: 0.0112 (0.0318) loss_rpn_box_reg: 0.0165 (0.0190) loss_da_image: 0.6749 (0.6617) loss_da_instance: 0.6464 (0.6519) loss_da_consistency: 0.0074 (0.0080) time: 1.1176 (1.1280) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:29:30,222 maskrcnn_benchmark.trainer INFO: eta: 17:22:39 iter: 14540 loss: 1.4757 (1.5689) loss_classifier: 0.0622 (0.0941) loss_box_reg: 0.0634 (0.1025) loss_objectness: 0.0114 (0.0318) loss_rpn_box_reg: 0.0084 (0.0190) loss_da_image: 0.6734 (0.6617) loss_da_instance: 0.6617 (0.6519) loss_da_consistency: 0.0082 (0.0080) time: 1.1256 (1.1280) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:29:52,677 maskrcnn_benchmark.trainer INFO: eta: 17:22:16 iter: 14560 loss: 1.5481 (1.5690) loss_classifier: 0.0748 (0.0941) loss_box_reg: 0.0829 (0.1025) loss_objectness: 0.0125 (0.0318) loss_rpn_box_reg: 0.0129 (0.0190) loss_da_image: 0.6743 (0.6617) loss_da_instance: 0.6613 (0.6520) loss_da_consistency: 0.0060 (0.0080) time: 1.1236 (1.1280) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:30:15,158 maskrcnn_benchmark.trainer INFO: eta: 17:21:53 iter: 14580 loss: 1.5731 (1.5690) loss_classifier: 0.0831 (0.0941) loss_box_reg: 0.1197 (0.1025) loss_objectness: 0.0128 (0.0318) loss_rpn_box_reg: 0.0106 (0.0190) loss_da_image: 0.6653 (0.6617) loss_da_instance: 0.6699 (0.6520) loss_da_consistency: 0.0056 (0.0080) time: 1.1235 (1.1280) data: 0.0795 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:30:37,650 maskrcnn_benchmark.trainer INFO: eta: 17:21:31 iter: 14600 loss: 1.5929 (1.5691) loss_classifier: 0.0901 (0.0941) loss_box_reg: 0.0862 (0.1025) loss_objectness: 0.0223 (0.0318) loss_rpn_box_reg: 0.0127 (0.0190) loss_da_image: 0.6768 (0.6618) loss_da_instance: 0.6727 (0.6520) loss_da_consistency: 0.0065 (0.0080) time: 1.1238 (1.1280) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:31:00,066 maskrcnn_benchmark.trainer INFO: eta: 17:21:07 iter: 14620 loss: 1.5155 (1.5691) loss_classifier: 0.0696 (0.0941) loss_box_reg: 0.0820 (0.1025) loss_objectness: 0.0134 (0.0318) loss_rpn_box_reg: 0.0065 (0.0190) loss_da_image: 0.6687 (0.6618) loss_da_instance: 0.6661 (0.6520) loss_da_consistency: 0.0059 (0.0079) time: 1.1186 (1.1280) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:31:22,584 maskrcnn_benchmark.trainer INFO: eta: 17:20:45 iter: 14640 loss: 1.4752 (1.5690) loss_classifier: 0.0663 (0.0941) loss_box_reg: 0.0499 (0.1025) loss_objectness: 0.0119 (0.0317) loss_rpn_box_reg: 0.0094 (0.0190) loss_da_image: 0.6625 (0.6618) loss_da_instance: 0.6760 (0.6521) loss_da_consistency: 0.0058 (0.0079) time: 1.1242 (1.1280) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:31:45,078 maskrcnn_benchmark.trainer INFO: eta: 17:20:22 iter: 14660 loss: 1.5151 (1.5690) loss_classifier: 0.0837 (0.0940) loss_box_reg: 0.0940 (0.1025) loss_objectness: 0.0123 (0.0317) loss_rpn_box_reg: 0.0108 (0.0190) loss_da_image: 0.6650 (0.6618) loss_da_instance: 0.6467 (0.6521) loss_da_consistency: 0.0061 (0.0079) time: 1.1250 (1.1280) data: 0.0789 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:32:07,710 maskrcnn_benchmark.trainer INFO: eta: 17:20:00 iter: 14680 loss: 1.5387 (1.5690) loss_classifier: 0.0681 (0.0940) loss_box_reg: 0.1006 (0.1025) loss_objectness: 0.0130 (0.0317) loss_rpn_box_reg: 0.0120 (0.0190) loss_da_image: 0.6714 (0.6618) loss_da_instance: 0.6568 (0.6521) loss_da_consistency: 0.0067 (0.0079) time: 1.1276 (1.1280) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:32:30,200 maskrcnn_benchmark.trainer INFO: eta: 17:19:37 iter: 14700 loss: 1.5279 (1.5690) loss_classifier: 0.0818 (0.0940) loss_box_reg: 0.0832 (0.1025) loss_objectness: 0.0133 (0.0317) loss_rpn_box_reg: 0.0108 (0.0190) loss_da_image: 0.6712 (0.6618) loss_da_instance: 0.6599 (0.6521) loss_da_consistency: 0.0064 (0.0079) time: 1.1188 (1.1280) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:32:52,619 maskrcnn_benchmark.trainer INFO: eta: 17:19:14 iter: 14720 loss: 1.5285 (1.5689) loss_classifier: 0.0728 (0.0940) loss_box_reg: 0.0658 (0.1024) loss_objectness: 0.0161 (0.0317) loss_rpn_box_reg: 0.0114 (0.0190) loss_da_image: 0.6712 (0.6618) loss_da_instance: 0.6761 (0.6521) loss_da_consistency: 0.0057 (0.0079) time: 1.1205 (1.1280) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:33:15,085 maskrcnn_benchmark.trainer INFO: eta: 17:18:51 iter: 14740 loss: 1.5633 (1.5689) loss_classifier: 0.0665 (0.0940) loss_box_reg: 0.0862 (0.1024) loss_objectness: 0.0160 (0.0317) loss_rpn_box_reg: 0.0101 (0.0190) loss_da_image: 0.6686 (0.6618) loss_da_instance: 0.6549 (0.6521) loss_da_consistency: 0.0076 (0.0079) time: 1.1243 (1.1280) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:33:37,640 maskrcnn_benchmark.trainer INFO: eta: 17:18:28 iter: 14760 loss: 1.5148 (1.5689) loss_classifier: 0.0572 (0.0939) loss_box_reg: 0.0453 (0.1024) loss_objectness: 0.0212 (0.0317) loss_rpn_box_reg: 0.0096 (0.0190) loss_da_image: 0.6815 (0.6619) loss_da_instance: 0.6699 (0.6521) loss_da_consistency: 0.0051 (0.0079) time: 1.1266 (1.1280) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:34:00,113 maskrcnn_benchmark.trainer INFO: eta: 17:18:05 iter: 14780 loss: 1.5465 (1.5688) loss_classifier: 0.0705 (0.0939) loss_box_reg: 0.0792 (0.1023) loss_objectness: 0.0162 (0.0316) loss_rpn_box_reg: 0.0088 (0.0190) loss_da_image: 0.6717 (0.6619) loss_da_instance: 0.6496 (0.6521) loss_da_consistency: 0.0063 (0.0079) time: 1.1215 (1.1280) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:34:22,916 maskrcnn_benchmark.trainer INFO: eta: 17:17:44 iter: 14800 loss: 1.5273 (1.5688) loss_classifier: 0.0602 (0.0939) loss_box_reg: 0.0703 (0.1023) loss_objectness: 0.0203 (0.0316) loss_rpn_box_reg: 0.0083 (0.0189) loss_da_image: 0.6676 (0.6619) loss_da_instance: 0.6604 (0.6522) loss_da_consistency: 0.0067 (0.0079) time: 1.1238 (1.1280) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:34:45,389 maskrcnn_benchmark.trainer INFO: eta: 17:17:21 iter: 14820 loss: 1.5164 (1.5687) loss_classifier: 0.0589 (0.0939) loss_box_reg: 0.0781 (0.1023) loss_objectness: 0.0134 (0.0316) loss_rpn_box_reg: 0.0104 (0.0189) loss_da_image: 0.6733 (0.6619) loss_da_instance: 0.6606 (0.6522) loss_da_consistency: 0.0057 (0.0079) time: 1.1232 (1.1280) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:35:07,904 maskrcnn_benchmark.trainer INFO: eta: 17:16:58 iter: 14840 loss: 1.5600 (1.5687) loss_classifier: 0.0933 (0.0939) loss_box_reg: 0.0982 (0.1023) loss_objectness: 0.0166 (0.0316) loss_rpn_box_reg: 0.0129 (0.0189) loss_da_image: 0.6720 (0.6619) loss_da_instance: 0.6594 (0.6522) loss_da_consistency: 0.0067 (0.0079) time: 1.1231 (1.1280) data: 0.0768 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:35:30,373 maskrcnn_benchmark.trainer INFO: eta: 17:16:35 iter: 14860 loss: 1.5088 (1.5687) loss_classifier: 0.0587 (0.0938) loss_box_reg: 0.0683 (0.1023) loss_objectness: 0.0149 (0.0316) loss_rpn_box_reg: 0.0102 (0.0189) loss_da_image: 0.6746 (0.6620) loss_da_instance: 0.6716 (0.6522) loss_da_consistency: 0.0075 (0.0079) time: 1.1192 (1.1280) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:35:52,789 maskrcnn_benchmark.trainer INFO: eta: 17:16:12 iter: 14880 loss: 1.5307 (1.5687) loss_classifier: 0.0639 (0.0938) loss_box_reg: 0.0829 (0.1022) loss_objectness: 0.0129 (0.0316) loss_rpn_box_reg: 0.0127 (0.0189) loss_da_image: 0.6752 (0.6620) loss_da_instance: 0.6679 (0.6522) loss_da_consistency: 0.0067 (0.0079) time: 1.1181 (1.1280) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:36:15,245 maskrcnn_benchmark.trainer INFO: eta: 17:15:49 iter: 14900 loss: 1.4916 (1.5686) loss_classifier: 0.0593 (0.0938) loss_box_reg: 0.0693 (0.1022) loss_objectness: 0.0126 (0.0316) loss_rpn_box_reg: 0.0140 (0.0189) loss_da_image: 0.6709 (0.6620) loss_da_instance: 0.6536 (0.6522) loss_da_consistency: 0.0069 (0.0079) time: 1.1242 (1.1279) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:36:37,694 maskrcnn_benchmark.trainer INFO: eta: 17:15:26 iter: 14920 loss: 1.5449 (1.5686) loss_classifier: 0.0715 (0.0938) loss_box_reg: 0.0894 (0.1022) loss_objectness: 0.0170 (0.0316) loss_rpn_box_reg: 0.0116 (0.0189) loss_da_image: 0.6736 (0.6620) loss_da_instance: 0.6651 (0.6522) loss_da_consistency: 0.0066 (0.0079) time: 1.1220 (1.1279) data: 0.0766 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:37:00,189 maskrcnn_benchmark.trainer INFO: eta: 17:15:03 iter: 14940 loss: 1.5745 (1.5686) loss_classifier: 0.0748 (0.0937) loss_box_reg: 0.0944 (0.1022) loss_objectness: 0.0241 (0.0316) loss_rpn_box_reg: 0.0170 (0.0189) loss_da_image: 0.6730 (0.6620) loss_da_instance: 0.6534 (0.6523) loss_da_consistency: 0.0066 (0.0079) time: 1.1261 (1.1279) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:37:22,593 maskrcnn_benchmark.trainer INFO: eta: 17:14:40 iter: 14960 loss: 1.4790 (1.5686) loss_classifier: 0.0455 (0.0937) loss_box_reg: 0.0533 (0.1022) loss_objectness: 0.0126 (0.0315) loss_rpn_box_reg: 0.0063 (0.0189) loss_da_image: 0.6751 (0.6620) loss_da_instance: 0.6634 (0.6523) loss_da_consistency: 0.0058 (0.0079) time: 1.1190 (1.1279) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:37:44,993 maskrcnn_benchmark.trainer INFO: eta: 17:14:17 iter: 14980 loss: 1.5142 (1.5685) loss_classifier: 0.0727 (0.0937) loss_box_reg: 0.0677 (0.1021) loss_objectness: 0.0092 (0.0315) loss_rpn_box_reg: 0.0093 (0.0189) loss_da_image: 0.6713 (0.6621) loss_da_instance: 0.6605 (0.6523) loss_da_consistency: 0.0065 (0.0079) time: 1.1197 (1.1279) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:38:07,460 maskrcnn_benchmark.trainer INFO: eta: 17:13:54 iter: 15000 loss: 1.5480 (1.5685) loss_classifier: 0.0701 (0.0937) loss_box_reg: 0.0891 (0.1021) loss_objectness: 0.0154 (0.0315) loss_rpn_box_reg: 0.0114 (0.0189) loss_da_image: 0.6676 (0.6621) loss_da_instance: 0.6649 (0.6523) loss_da_consistency: 0.0066 (0.0079) time: 1.1207 (1.1279) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:38:07,462 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0015000.pth
2019-10-03 14:38:30,313 maskrcnn_benchmark.trainer INFO: eta: 17:13:33 iter: 15020 loss: 1.5296 (1.5685) loss_classifier: 0.0861 (0.0937) loss_box_reg: 0.0746 (0.1021) loss_objectness: 0.0131 (0.0315) loss_rpn_box_reg: 0.0130 (0.0189) loss_da_image: 0.6712 (0.6621) loss_da_instance: 0.6495 (0.6523) loss_da_consistency: 0.0067 (0.0079) time: 1.1200 (1.1279) data: 0.0764 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:38:52,807 maskrcnn_benchmark.trainer INFO: eta: 17:13:10 iter: 15040 loss: 1.5736 (1.5685) loss_classifier: 0.0829 (0.0936) loss_box_reg: 0.1084 (0.1021) loss_objectness: 0.0185 (0.0315) loss_rpn_box_reg: 0.0097 (0.0189) loss_da_image: 0.6745 (0.6621) loss_da_instance: 0.6651 (0.6523) loss_da_consistency: 0.0072 (0.0079) time: 1.1241 (1.1279) data: 0.0804 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:39:15,291 maskrcnn_benchmark.trainer INFO: eta: 17:12:47 iter: 15060 loss: 1.5415 (1.5685) loss_classifier: 0.0814 (0.0936) loss_box_reg: 0.1074 (0.1021) loss_objectness: 0.0189 (0.0315) loss_rpn_box_reg: 0.0125 (0.0189) loss_da_image: 0.6476 (0.6621) loss_da_instance: 0.6638 (0.6524) loss_da_consistency: 0.0062 (0.0079) time: 1.1208 (1.1279) data: 0.0765 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:39:37,702 maskrcnn_benchmark.trainer INFO: eta: 17:12:24 iter: 15080 loss: 1.4741 (1.5684) loss_classifier: 0.0725 (0.0936) loss_box_reg: 0.0694 (0.1021) loss_objectness: 0.0132 (0.0314) loss_rpn_box_reg: 0.0085 (0.0189) loss_da_image: 0.6480 (0.6621) loss_da_instance: 0.6622 (0.6524) loss_da_consistency: 0.0065 (0.0079) time: 1.1216 (1.1279) data: 0.0786 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:40:00,097 maskrcnn_benchmark.trainer INFO: eta: 17:12:01 iter: 15100 loss: 1.5021 (1.5684) loss_classifier: 0.0711 (0.0936) loss_box_reg: 0.0655 (0.1021) loss_objectness: 0.0084 (0.0314) loss_rpn_box_reg: 0.0093 (0.0189) loss_da_image: 0.6629 (0.6621) loss_da_instance: 0.6566 (0.6524) loss_da_consistency: 0.0064 (0.0079) time: 1.1184 (1.1279) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:40:22,547 maskrcnn_benchmark.trainer INFO: eta: 17:11:38 iter: 15120 loss: 1.5242 (1.5683) loss_classifier: 0.0942 (0.0936) loss_box_reg: 0.0782 (0.1021) loss_objectness: 0.0136 (0.0314) loss_rpn_box_reg: 0.0133 (0.0189) loss_da_image: 0.6568 (0.6621) loss_da_instance: 0.6568 (0.6524) loss_da_consistency: 0.0066 (0.0079) time: 1.1211 (1.1279) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:40:44,998 maskrcnn_benchmark.trainer INFO: eta: 17:11:15 iter: 15140 loss: 1.4662 (1.5682) loss_classifier: 0.0527 (0.0936) loss_box_reg: 0.0618 (0.1020) loss_objectness: 0.0118 (0.0314) loss_rpn_box_reg: 0.0059 (0.0189) loss_da_image: 0.6548 (0.6621) loss_da_instance: 0.6609 (0.6524) loss_da_consistency: 0.0076 (0.0079) time: 1.1218 (1.1279) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:41:07,391 maskrcnn_benchmark.trainer INFO: eta: 17:10:52 iter: 15160 loss: 1.4966 (1.5682) loss_classifier: 0.0552 (0.0935) loss_box_reg: 0.0706 (0.1020) loss_objectness: 0.0126 (0.0314) loss_rpn_box_reg: 0.0069 (0.0189) loss_da_image: 0.6807 (0.6621) loss_da_instance: 0.6602 (0.6524) loss_da_consistency: 0.0066 (0.0079) time: 1.1192 (1.1279) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:41:29,840 maskrcnn_benchmark.trainer INFO: eta: 17:10:29 iter: 15180 loss: 1.4739 (1.5681) loss_classifier: 0.0578 (0.0935) loss_box_reg: 0.0576 (0.1019) loss_objectness: 0.0097 (0.0314) loss_rpn_box_reg: 0.0088 (0.0189) loss_da_image: 0.6748 (0.6621) loss_da_instance: 0.6512 (0.6524) loss_da_consistency: 0.0067 (0.0079) time: 1.1235 (1.1279) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:41:52,296 maskrcnn_benchmark.trainer INFO: eta: 17:10:06 iter: 15200 loss: 1.4618 (1.5680) loss_classifier: 0.0413 (0.0934) loss_box_reg: 0.0450 (0.1019) loss_objectness: 0.0059 (0.0313) loss_rpn_box_reg: 0.0052 (0.0189) loss_da_image: 0.6743 (0.6621) loss_da_instance: 0.6748 (0.6524) loss_da_consistency: 0.0068 (0.0079) time: 1.1246 (1.1279) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:42:14,829 maskrcnn_benchmark.trainer INFO: eta: 17:09:43 iter: 15220 loss: 1.4848 (1.5679) loss_classifier: 0.0432 (0.0934) loss_box_reg: 0.0544 (0.1019) loss_objectness: 0.0067 (0.0313) loss_rpn_box_reg: 0.0060 (0.0189) loss_da_image: 0.6742 (0.6621) loss_da_instance: 0.6623 (0.6525) loss_da_consistency: 0.0062 (0.0079) time: 1.1248 (1.1279) data: 0.0783 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:42:37,262 maskrcnn_benchmark.trainer INFO: eta: 17:09:20 iter: 15240 loss: 1.5239 (1.5679) loss_classifier: 0.0728 (0.0934) loss_box_reg: 0.0648 (0.1018) loss_objectness: 0.0135 (0.0313) loss_rpn_box_reg: 0.0107 (0.0188) loss_da_image: 0.6882 (0.6622) loss_da_instance: 0.6611 (0.6525) loss_da_consistency: 0.0065 (0.0079) time: 1.1214 (1.1278) data: 0.0763 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:42:59,700 maskrcnn_benchmark.trainer INFO: eta: 17:08:57 iter: 15260 loss: 1.5213 (1.5678) loss_classifier: 0.0704 (0.0933) loss_box_reg: 0.0939 (0.1018) loss_objectness: 0.0121 (0.0313) loss_rpn_box_reg: 0.0091 (0.0188) loss_da_image: 0.6781 (0.6622) loss_da_instance: 0.6528 (0.6525) loss_da_consistency: 0.0066 (0.0079) time: 1.1199 (1.1278) data: 0.0787 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:43:22,148 maskrcnn_benchmark.trainer INFO: eta: 17:08:34 iter: 15280 loss: 1.4917 (1.5678) loss_classifier: 0.0556 (0.0933) loss_box_reg: 0.0458 (0.1017) loss_objectness: 0.0052 (0.0313) loss_rpn_box_reg: 0.0040 (0.0188) loss_da_image: 0.6752 (0.6622) loss_da_instance: 0.6708 (0.6525) loss_da_consistency: 0.0055 (0.0079) time: 1.1212 (1.1278) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:43:44,643 maskrcnn_benchmark.trainer INFO: eta: 17:08:12 iter: 15300 loss: 1.4714 (1.5677) loss_classifier: 0.0612 (0.0933) loss_box_reg: 0.0475 (0.1017) loss_objectness: 0.0129 (0.0312) loss_rpn_box_reg: 0.0081 (0.0188) loss_da_image: 0.6703 (0.6622) loss_da_instance: 0.6600 (0.6525) loss_da_consistency: 0.0051 (0.0079) time: 1.1247 (1.1278) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:44:07,024 maskrcnn_benchmark.trainer INFO: eta: 17:07:48 iter: 15320 loss: 1.5151 (1.5676) loss_classifier: 0.0632 (0.0932) loss_box_reg: 0.0860 (0.1017) loss_objectness: 0.0108 (0.0312) loss_rpn_box_reg: 0.0083 (0.0188) loss_da_image: 0.6694 (0.6622) loss_da_instance: 0.6523 (0.6526) loss_da_consistency: 0.0063 (0.0079) time: 1.1197 (1.1278) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:44:29,450 maskrcnn_benchmark.trainer INFO: eta: 17:07:25 iter: 15340 loss: 1.4769 (1.5676) loss_classifier: 0.0602 (0.0932) loss_box_reg: 0.0684 (0.1017) loss_objectness: 0.0117 (0.0312) loss_rpn_box_reg: 0.0092 (0.0188) loss_da_image: 0.6730 (0.6622) loss_da_instance: 0.6596 (0.6526) loss_da_consistency: 0.0067 (0.0079) time: 1.1198 (1.1278) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:44:51,936 maskrcnn_benchmark.trainer INFO: eta: 17:07:03 iter: 15360 loss: 1.5134 (1.5676) loss_classifier: 0.0644 (0.0932) loss_box_reg: 0.0770 (0.1017) loss_objectness: 0.0124 (0.0312) loss_rpn_box_reg: 0.0088 (0.0188) loss_da_image: 0.6753 (0.6622) loss_da_instance: 0.6551 (0.6526) loss_da_consistency: 0.0075 (0.0079) time: 1.1260 (1.1278) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:45:14,353 maskrcnn_benchmark.trainer INFO: eta: 17:06:40 iter: 15380 loss: 1.5180 (1.5675) loss_classifier: 0.0952 (0.0932) loss_box_reg: 0.0737 (0.1016) loss_objectness: 0.0128 (0.0312) loss_rpn_box_reg: 0.0104 (0.0188) loss_da_image: 0.6701 (0.6623) loss_da_instance: 0.6570 (0.6526) loss_da_consistency: 0.0068 (0.0079) time: 1.1186 (1.1278) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:45:36,851 maskrcnn_benchmark.trainer INFO: eta: 17:06:17 iter: 15400 loss: 1.4915 (1.5675) loss_classifier: 0.0582 (0.0932) loss_box_reg: 0.0718 (0.1016) loss_objectness: 0.0134 (0.0311) loss_rpn_box_reg: 0.0116 (0.0188) loss_da_image: 0.6713 (0.6623) loss_da_instance: 0.6650 (0.6526) loss_da_consistency: 0.0061 (0.0079) time: 1.1259 (1.1278) data: 0.0765 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:45:59,354 maskrcnn_benchmark.trainer INFO: eta: 17:05:54 iter: 15420 loss: 1.5186 (1.5675) loss_classifier: 0.0677 (0.0932) loss_box_reg: 0.0850 (0.1016) loss_objectness: 0.0102 (0.0311) loss_rpn_box_reg: 0.0092 (0.0188) loss_da_image: 0.6689 (0.6623) loss_da_instance: 0.6510 (0.6526) loss_da_consistency: 0.0062 (0.0079) time: 1.1236 (1.1278) data: 0.0796 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:46:21,818 maskrcnn_benchmark.trainer INFO: eta: 17:05:31 iter: 15440 loss: 1.4398 (1.5673) loss_classifier: 0.0465 (0.0931) loss_box_reg: 0.0305 (0.1016) loss_objectness: 0.0101 (0.0311) loss_rpn_box_reg: 0.0036 (0.0188) loss_da_image: 0.6696 (0.6623) loss_da_instance: 0.6661 (0.6526) loss_da_consistency: 0.0053 (0.0079) time: 1.1220 (1.1278) data: 0.0758 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:46:44,272 maskrcnn_benchmark.trainer INFO: eta: 17:05:08 iter: 15460 loss: 1.5742 (1.5674) loss_classifier: 0.0725 (0.0931) loss_box_reg: 0.0795 (0.1015) loss_objectness: 0.0252 (0.0311) loss_rpn_box_reg: 0.0142 (0.0188) loss_da_image: 0.6770 (0.6623) loss_da_instance: 0.6612 (0.6526) loss_da_consistency: 0.0063 (0.0079) time: 1.1213 (1.1278) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:47:06,798 maskrcnn_benchmark.trainer INFO: eta: 17:04:46 iter: 15480 loss: 1.5026 (1.5673) loss_classifier: 0.0614 (0.0931) loss_box_reg: 0.0702 (0.1015) loss_objectness: 0.0121 (0.0311) loss_rpn_box_reg: 0.0114 (0.0188) loss_da_image: 0.6687 (0.6623) loss_da_instance: 0.6626 (0.6527) loss_da_consistency: 0.0059 (0.0079) time: 1.1262 (1.1278) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:47:29,292 maskrcnn_benchmark.trainer INFO: eta: 17:04:23 iter: 15500 loss: 1.4760 (1.5672) loss_classifier: 0.0621 (0.0931) loss_box_reg: 0.0523 (0.1015) loss_objectness: 0.0141 (0.0311) loss_rpn_box_reg: 0.0096 (0.0187) loss_da_image: 0.6762 (0.6623) loss_da_instance: 0.6527 (0.6527) loss_da_consistency: 0.0072 (0.0079) time: 1.1233 (1.1278) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:47:51,705 maskrcnn_benchmark.trainer INFO: eta: 17:04:00 iter: 15520 loss: 1.5366 (1.5672) loss_classifier: 0.0683 (0.0930) loss_box_reg: 0.0865 (0.1015) loss_objectness: 0.0125 (0.0311) loss_rpn_box_reg: 0.0102 (0.0187) loss_da_image: 0.6811 (0.6623) loss_da_instance: 0.6639 (0.6527) loss_da_consistency: 0.0068 (0.0079) time: 1.1209 (1.1278) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:48:14,337 maskrcnn_benchmark.trainer INFO: eta: 17:03:38 iter: 15540 loss: 1.4585 (1.5671) loss_classifier: 0.0453 (0.0930) loss_box_reg: 0.0489 (0.1015) loss_objectness: 0.0074 (0.0310) loss_rpn_box_reg: 0.0109 (0.0187) loss_da_image: 0.6719 (0.6624) loss_da_instance: 0.6585 (0.6527) loss_da_consistency: 0.0079 (0.0079) time: 1.1282 (1.1278) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:48:36,898 maskrcnn_benchmark.trainer INFO: eta: 17:03:15 iter: 15560 loss: 1.4669 (1.5671) loss_classifier: 0.0636 (0.0930) loss_box_reg: 0.0633 (0.1014) loss_objectness: 0.0080 (0.0310) loss_rpn_box_reg: 0.0067 (0.0187) loss_da_image: 0.6700 (0.6624) loss_da_instance: 0.6413 (0.6527) loss_da_consistency: 0.0088 (0.0079) time: 1.1272 (1.1278) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:48:59,467 maskrcnn_benchmark.trainer INFO: eta: 17:02:53 iter: 15580 loss: 1.5437 (1.5670) loss_classifier: 0.0734 (0.0930) loss_box_reg: 0.0863 (0.1014) loss_objectness: 0.0163 (0.0310) loss_rpn_box_reg: 0.0129 (0.0187) loss_da_image: 0.6785 (0.6624) loss_da_instance: 0.6503 (0.6527) loss_da_consistency: 0.0089 (0.0079) time: 1.1226 (1.1278) data: 0.0779 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:49:22,035 maskrcnn_benchmark.trainer INFO: eta: 17:02:30 iter: 15600 loss: 1.4793 (1.5669) loss_classifier: 0.0632 (0.0929) loss_box_reg: 0.0365 (0.1014) loss_objectness: 0.0127 (0.0310) loss_rpn_box_reg: 0.0077 (0.0187) loss_da_image: 0.6712 (0.6624) loss_da_instance: 0.6560 (0.6527) loss_da_consistency: 0.0070 (0.0079) time: 1.1251 (1.1278) data: 0.0758 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:49:44,548 maskrcnn_benchmark.trainer INFO: eta: 17:02:07 iter: 15620 loss: 1.5060 (1.5669) loss_classifier: 0.0506 (0.0929) loss_box_reg: 0.0637 (0.1013) loss_objectness: 0.0177 (0.0310) loss_rpn_box_reg: 0.0118 (0.0187) loss_da_image: 0.6682 (0.6624) loss_da_instance: 0.6535 (0.6527) loss_da_consistency: 0.0062 (0.0079) time: 1.1245 (1.1278) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:50:06,987 maskrcnn_benchmark.trainer INFO: eta: 17:01:44 iter: 15640 loss: 1.5630 (1.5668) loss_classifier: 0.0739 (0.0929) loss_box_reg: 0.0935 (0.1013) loss_objectness: 0.0149 (0.0309) loss_rpn_box_reg: 0.0140 (0.0187) loss_da_image: 0.6693 (0.6624) loss_da_instance: 0.6468 (0.6527) loss_da_consistency: 0.0070 (0.0079) time: 1.1213 (1.1278) data: 0.0781 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:50:29,586 maskrcnn_benchmark.trainer INFO: eta: 17:01:22 iter: 15660 loss: 1.4538 (1.5667) loss_classifier: 0.0319 (0.0928) loss_box_reg: 0.0339 (0.1013) loss_objectness: 0.0105 (0.0309) loss_rpn_box_reg: 0.0045 (0.0187) loss_da_image: 0.6773 (0.6624) loss_da_instance: 0.6755 (0.6527) loss_da_consistency: 0.0056 (0.0079) time: 1.1217 (1.1278) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:50:52,119 maskrcnn_benchmark.trainer INFO: eta: 17:00:59 iter: 15680 loss: 1.5683 (1.5667) loss_classifier: 0.0681 (0.0928) loss_box_reg: 0.1066 (0.1013) loss_objectness: 0.0117 (0.0309) loss_rpn_box_reg: 0.0091 (0.0187) loss_da_image: 0.6727 (0.6625) loss_da_instance: 0.6587 (0.6527) loss_da_consistency: 0.0065 (0.0079) time: 1.1259 (1.1278) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:51:14,933 maskrcnn_benchmark.trainer INFO: eta: 17:00:38 iter: 15700 loss: 1.5754 (1.5667) loss_classifier: 0.0738 (0.0928) loss_box_reg: 0.1114 (0.1013) loss_objectness: 0.0153 (0.0309) loss_rpn_box_reg: 0.0105 (0.0187) loss_da_image: 0.6756 (0.6625) loss_da_instance: 0.6669 (0.6527) loss_da_consistency: 0.0061 (0.0079) time: 1.1290 (1.1278) data: 0.0776 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:51:37,370 maskrcnn_benchmark.trainer INFO: eta: 17:00:15 iter: 15720 loss: 1.5157 (1.5667) loss_classifier: 0.0516 (0.0928) loss_box_reg: 0.0636 (0.1013) loss_objectness: 0.0099 (0.0309) loss_rpn_box_reg: 0.0077 (0.0187) loss_da_image: 0.6746 (0.6625) loss_da_instance: 0.6606 (0.6528) loss_da_consistency: 0.0058 (0.0079) time: 1.1208 (1.1278) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:51:59,807 maskrcnn_benchmark.trainer INFO: eta: 16:59:52 iter: 15740 loss: 1.5309 (1.5666) loss_classifier: 0.0669 (0.0927) loss_box_reg: 0.0806 (0.1012) loss_objectness: 0.0083 (0.0308) loss_rpn_box_reg: 0.0083 (0.0187) loss_da_image: 0.6758 (0.6625) loss_da_instance: 0.6684 (0.6528) loss_da_consistency: 0.0070 (0.0079) time: 1.1207 (1.1278) data: 0.0769 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:52:22,429 maskrcnn_benchmark.trainer INFO: eta: 16:59:29 iter: 15760 loss: 1.4954 (1.5666) loss_classifier: 0.0626 (0.0927) loss_box_reg: 0.0688 (0.1012) loss_objectness: 0.0071 (0.0308) loss_rpn_box_reg: 0.0084 (0.0187) loss_da_image: 0.6759 (0.6625) loss_da_instance: 0.6660 (0.6528) loss_da_consistency: 0.0053 (0.0079) time: 1.1234 (1.1278) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:52:44,897 maskrcnn_benchmark.trainer INFO: eta: 16:59:07 iter: 15780 loss: 1.5726 (1.5666) loss_classifier: 0.0713 (0.0927) loss_box_reg: 0.1088 (0.1012) loss_objectness: 0.0134 (0.0308) loss_rpn_box_reg: 0.0159 (0.0187) loss_da_image: 0.6739 (0.6625) loss_da_instance: 0.6480 (0.6528) loss_da_consistency: 0.0075 (0.0079) time: 1.1237 (1.1278) data: 0.0790 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:53:07,284 maskrcnn_benchmark.trainer INFO: eta: 16:58:43 iter: 15800 loss: 1.4660 (1.5665) loss_classifier: 0.0428 (0.0926) loss_box_reg: 0.0526 (0.1012) loss_objectness: 0.0107 (0.0308) loss_rpn_box_reg: 0.0039 (0.0187) loss_da_image: 0.6779 (0.6626) loss_da_instance: 0.6636 (0.6528) loss_da_consistency: 0.0067 (0.0079) time: 1.1191 (1.1277) data: 0.0767 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:53:29,731 maskrcnn_benchmark.trainer INFO: eta: 16:58:20 iter: 15820 loss: 1.5521 (1.5665) loss_classifier: 0.0641 (0.0926) loss_box_reg: 0.0982 (0.1012) loss_objectness: 0.0202 (0.0308) loss_rpn_box_reg: 0.0127 (0.0187) loss_da_image: 0.6666 (0.6626) loss_da_instance: 0.6459 (0.6528) loss_da_consistency: 0.0063 (0.0079) time: 1.1220 (1.1277) data: 0.0803 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:53:52,220 maskrcnn_benchmark.trainer INFO: eta: 16:57:58 iter: 15840 loss: 1.4997 (1.5665) loss_classifier: 0.0610 (0.0926) loss_box_reg: 0.0601 (0.1011) loss_objectness: 0.0095 (0.0308) loss_rpn_box_reg: 0.0119 (0.0187) loss_da_image: 0.6770 (0.6626) loss_da_instance: 0.6648 (0.6528) loss_da_consistency: 0.0064 (0.0079) time: 1.1199 (1.1277) data: 0.0778 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:54:14,726 maskrcnn_benchmark.trainer INFO: eta: 16:57:35 iter: 15860 loss: 1.5569 (1.5665) loss_classifier: 0.0685 (0.0926) loss_box_reg: 0.1063 (0.1012) loss_objectness: 0.0123 (0.0308) loss_rpn_box_reg: 0.0144 (0.0187) loss_da_image: 0.6700 (0.6626) loss_da_instance: 0.6606 (0.6528) loss_da_consistency: 0.0065 (0.0079) time: 1.1259 (1.1277) data: 0.0805 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:54:37,199 maskrcnn_benchmark.trainer INFO: eta: 16:57:12 iter: 15880 loss: 1.4744 (1.5664) loss_classifier: 0.0491 (0.0926) loss_box_reg: 0.0296 (0.1011) loss_objectness: 0.0106 (0.0308) loss_rpn_box_reg: 0.0074 (0.0186) loss_da_image: 0.6765 (0.6626) loss_da_instance: 0.6437 (0.6528) loss_da_consistency: 0.0069 (0.0079) time: 1.1250 (1.1277) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:54:59,675 maskrcnn_benchmark.trainer INFO: eta: 16:56:49 iter: 15900 loss: 1.5173 (1.5663) loss_classifier: 0.0685 (0.0925) loss_box_reg: 0.0857 (0.1011) loss_objectness: 0.0144 (0.0307) loss_rpn_box_reg: 0.0104 (0.0186) loss_da_image: 0.6672 (0.6626) loss_da_instance: 0.6538 (0.6528) loss_da_consistency: 0.0077 (0.0079) time: 1.1223 (1.1277) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:55:22,166 maskrcnn_benchmark.trainer INFO: eta: 16:56:27 iter: 15920 loss: 1.4859 (1.5662) loss_classifier: 0.0553 (0.0925) loss_box_reg: 0.0765 (0.1011) loss_objectness: 0.0143 (0.0307) loss_rpn_box_reg: 0.0107 (0.0186) loss_da_image: 0.6607 (0.6626) loss_da_instance: 0.6565 (0.6529) loss_da_consistency: 0.0072 (0.0078) time: 1.1246 (1.1277) data: 0.0782 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:55:44,661 maskrcnn_benchmark.trainer INFO: eta: 16:56:04 iter: 15940 loss: 1.4986 (1.5662) loss_classifier: 0.0563 (0.0925) loss_box_reg: 0.0552 (0.1010) loss_objectness: 0.0109 (0.0307) loss_rpn_box_reg: 0.0096 (0.0186) loss_da_image: 0.6701 (0.6626) loss_da_instance: 0.6693 (0.6529) loss_da_consistency: 0.0054 (0.0078) time: 1.1228 (1.1277) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:56:07,154 maskrcnn_benchmark.trainer INFO: eta: 16:55:41 iter: 15960 loss: 1.5309 (1.5661) loss_classifier: 0.0672 (0.0925) loss_box_reg: 0.0784 (0.1010) loss_objectness: 0.0163 (0.0307) loss_rpn_box_reg: 0.0111 (0.0186) loss_da_image: 0.6723 (0.6626) loss_da_instance: 0.6553 (0.6529) loss_da_consistency: 0.0061 (0.0078) time: 1.1230 (1.1277) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:56:29,617 maskrcnn_benchmark.trainer INFO: eta: 16:55:18 iter: 15980 loss: 1.5300 (1.5661) loss_classifier: 0.0686 (0.0924) loss_box_reg: 0.0758 (0.1010) loss_objectness: 0.0141 (0.0307) loss_rpn_box_reg: 0.0101 (0.0186) loss_da_image: 0.6693 (0.6626) loss_da_instance: 0.6580 (0.6529) loss_da_consistency: 0.0064 (0.0078) time: 1.1225 (1.1277) data: 0.0794 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:56:52,159 maskrcnn_benchmark.trainer INFO: eta: 16:54:56 iter: 16000 loss: 1.5909 (1.5661) loss_classifier: 0.0976 (0.0925) loss_box_reg: 0.0880 (0.1010) loss_objectness: 0.0263 (0.0307) loss_rpn_box_reg: 0.0158 (0.0186) loss_da_image: 0.6735 (0.6627) loss_da_instance: 0.6601 (0.6529) loss_da_consistency: 0.0063 (0.0078) time: 1.1261 (1.1277) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:57:14,682 maskrcnn_benchmark.trainer INFO: eta: 16:54:33 iter: 16020 loss: 1.4744 (1.5661) loss_classifier: 0.0537 (0.0924) loss_box_reg: 0.0576 (0.1009) loss_objectness: 0.0171 (0.0307) loss_rpn_box_reg: 0.0058 (0.0186) loss_da_image: 0.6652 (0.6627) loss_da_instance: 0.6769 (0.6529) loss_da_consistency: 0.0059 (0.0078) time: 1.1251 (1.1277) data: 0.0803 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:57:37,143 maskrcnn_benchmark.trainer INFO: eta: 16:54:10 iter: 16040 loss: 1.4778 (1.5660) loss_classifier: 0.0608 (0.0924) loss_box_reg: 0.0411 (0.1009) loss_objectness: 0.0099 (0.0307) loss_rpn_box_reg: 0.0076 (0.0186) loss_da_image: 0.6739 (0.6627) loss_da_instance: 0.6661 (0.6529) loss_da_consistency: 0.0056 (0.0078) time: 1.1230 (1.1277) data: 0.0760 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 14:57:59,826 maskrcnn_benchmark.trainer INFO: eta: 16:53:48 iter: 16060 loss: 1.5212 (1.5660) loss_classifier: 0.0718 (0.0924) loss_box_reg: 0.0690 (0.1009) loss_objectness: 0.0150 (0.0306) loss_rpn_box_reg: 0.0152 (0.0186) loss_da_image: 0.6726 (0.6627) loss_da_instance: 0.6601 (0.6530) loss_da_consistency: 0.0072 (0.0078) time: 1.1288 (1.1277) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 14:58:22,246 maskrcnn_benchmark.trainer INFO: eta: 16:53:25 iter: 16080 loss: 1.5178 (1.5659) loss_classifier: 0.0726 (0.0924) loss_box_reg: 0.0712 (0.1008) loss_objectness: 0.0157 (0.0306) loss_rpn_box_reg: 0.0113 (0.0186) loss_da_image: 0.6707 (0.6627) loss_da_instance: 0.6577 (0.6530) loss_da_consistency: 0.0059 (0.0078) time: 1.1212 (1.1277) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 14:58:44,663 maskrcnn_benchmark.trainer INFO: eta: 16:53:02 iter: 16100 loss: 1.5324 (1.5659) loss_classifier: 0.0687 (0.0923) loss_box_reg: 0.0935 (0.1008) loss_objectness: 0.0101 (0.0306) loss_rpn_box_reg: 0.0100 (0.0186) loss_da_image: 0.6863 (0.6627) loss_da_instance: 0.6683 (0.6530) loss_da_consistency: 0.0073 (0.0078) time: 1.1207 (1.1277) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 14:59:07,258 maskrcnn_benchmark.trainer INFO: eta: 16:52:39 iter: 16120 loss: 1.5041 (1.5659) loss_classifier: 0.0562 (0.0923) loss_box_reg: 0.0655 (0.1008) loss_objectness: 0.0110 (0.0306) loss_rpn_box_reg: 0.0095 (0.0186) loss_da_image: 0.6854 (0.6628) loss_da_instance: 0.6646 (0.6530) loss_da_consistency: 0.0057 (0.0078) time: 1.1267 (1.1277) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 14:59:29,768 maskrcnn_benchmark.trainer INFO: eta: 16:52:17 iter: 16140 loss: 1.5533 (1.5659) loss_classifier: 0.0864 (0.0923) loss_box_reg: 0.1034 (0.1008) loss_objectness: 0.0140 (0.0306) loss_rpn_box_reg: 0.0146 (0.0186) loss_da_image: 0.6810 (0.6628) loss_da_instance: 0.6561 (0.6530) loss_da_consistency: 0.0075 (0.0078) time: 1.1243 (1.1277) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 14:59:52,241 maskrcnn_benchmark.trainer INFO: eta: 16:51:54 iter: 16160 loss: 1.5332 (1.5659) loss_classifier: 0.0649 (0.0923) loss_box_reg: 0.0637 (0.1008) loss_objectness: 0.0116 (0.0306) loss_rpn_box_reg: 0.0081 (0.0186) loss_da_image: 0.6731 (0.6628) loss_da_instance: 0.6577 (0.6530) loss_da_consistency: 0.0061 (0.0078) time: 1.1235 (1.1277) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:00:14,681 maskrcnn_benchmark.trainer INFO: eta: 16:51:31 iter: 16180 loss: 1.5197 (1.5659) loss_classifier: 0.0541 (0.0923) loss_box_reg: 0.0713 (0.1008) loss_objectness: 0.0167 (0.0306) loss_rpn_box_reg: 0.0087 (0.0186) loss_da_image: 0.6720 (0.6628) loss_da_instance: 0.6692 (0.6531) loss_da_consistency: 0.0058 (0.0078) time: 1.1223 (1.1277) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:00:37,155 maskrcnn_benchmark.trainer INFO: eta: 16:51:08 iter: 16200 loss: 1.4929 (1.5658) loss_classifier: 0.0456 (0.0923) loss_box_reg: 0.0562 (0.1007) loss_objectness: 0.0108 (0.0305) loss_rpn_box_reg: 0.0073 (0.0186) loss_da_image: 0.6799 (0.6628) loss_da_instance: 0.6715 (0.6531) loss_da_consistency: 0.0052 (0.0078) time: 1.1232 (1.1277) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:00:59,603 maskrcnn_benchmark.trainer INFO: eta: 16:50:45 iter: 16220 loss: 1.5356 (1.5658) loss_classifier: 0.0728 (0.0923) loss_box_reg: 0.0821 (0.1007) loss_objectness: 0.0136 (0.0305) loss_rpn_box_reg: 0.0116 (0.0186) loss_da_image: 0.6798 (0.6629) loss_da_instance: 0.6585 (0.6531) loss_da_consistency: 0.0069 (0.0078) time: 1.1208 (1.1277) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:01:22,114 maskrcnn_benchmark.trainer INFO: eta: 16:50:23 iter: 16240 loss: 1.5164 (1.5658) loss_classifier: 0.0566 (0.0922) loss_box_reg: 0.0645 (0.1007) loss_objectness: 0.0138 (0.0305) loss_rpn_box_reg: 0.0079 (0.0185) loss_da_image: 0.6668 (0.6629) loss_da_instance: 0.6587 (0.6531) loss_da_consistency: 0.0061 (0.0078) time: 1.1237 (1.1277) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:01:44,630 maskrcnn_benchmark.trainer INFO: eta: 16:50:00 iter: 16260 loss: 1.5038 (1.5657) loss_classifier: 0.0481 (0.0922) loss_box_reg: 0.0689 (0.1007) loss_objectness: 0.0121 (0.0305) loss_rpn_box_reg: 0.0060 (0.0185) loss_da_image: 0.6579 (0.6629) loss_da_instance: 0.6647 (0.6531) loss_da_consistency: 0.0061 (0.0078) time: 1.1259 (1.1277) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:02:07,040 maskrcnn_benchmark.trainer INFO: eta: 16:49:37 iter: 16280 loss: 1.5393 (1.5657) loss_classifier: 0.0906 (0.0922) loss_box_reg: 0.0694 (0.1007) loss_objectness: 0.0200 (0.0305) loss_rpn_box_reg: 0.0127 (0.0185) loss_da_image: 0.6736 (0.6629) loss_da_instance: 0.6620 (0.6531) loss_da_consistency: 0.0059 (0.0078) time: 1.1205 (1.1277) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:02:29,639 maskrcnn_benchmark.trainer INFO: eta: 16:49:15 iter: 16300 loss: 1.4983 (1.5657) loss_classifier: 0.0686 (0.0922) loss_box_reg: 0.0837 (0.1006) loss_objectness: 0.0115 (0.0305) loss_rpn_box_reg: 0.0127 (0.0185) loss_da_image: 0.6748 (0.6629) loss_da_instance: 0.6675 (0.6531) loss_da_consistency: 0.0068 (0.0078) time: 1.1218 (1.1277) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:02:52,093 maskrcnn_benchmark.trainer INFO: eta: 16:48:52 iter: 16320 loss: 1.4984 (1.5656) loss_classifier: 0.0688 (0.0922) loss_box_reg: 0.0782 (0.1006) loss_objectness: 0.0115 (0.0305) loss_rpn_box_reg: 0.0089 (0.0185) loss_da_image: 0.6709 (0.6629) loss_da_instance: 0.6648 (0.6532) loss_da_consistency: 0.0054 (0.0078) time: 1.1217 (1.1276) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:03:14,512 maskrcnn_benchmark.trainer INFO: eta: 16:48:29 iter: 16340 loss: 1.4634 (1.5656) loss_classifier: 0.0598 (0.0921) loss_box_reg: 0.0634 (0.1006) loss_objectness: 0.0157 (0.0304) loss_rpn_box_reg: 0.0077 (0.0185) loss_da_image: 0.6690 (0.6629) loss_da_instance: 0.6667 (0.6532) loss_da_consistency: 0.0057 (0.0078) time: 1.1207 (1.1276) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:03:37,013 maskrcnn_benchmark.trainer INFO: eta: 16:48:06 iter: 16360 loss: 1.5372 (1.5655) loss_classifier: 0.0654 (0.0921) loss_box_reg: 0.0704 (0.1006) loss_objectness: 0.0092 (0.0304) loss_rpn_box_reg: 0.0074 (0.0185) loss_da_image: 0.6661 (0.6629) loss_da_instance: 0.6627 (0.6532) loss_da_consistency: 0.0063 (0.0078) time: 1.1236 (1.1276) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:03:59,559 maskrcnn_benchmark.trainer INFO: eta: 16:47:43 iter: 16380 loss: 1.5342 (1.5655) loss_classifier: 0.0678 (0.0921) loss_box_reg: 0.0869 (0.1006) loss_objectness: 0.0152 (0.0304) loss_rpn_box_reg: 0.0148 (0.0185) loss_da_image: 0.6749 (0.6629) loss_da_instance: 0.6607 (0.6532) loss_da_consistency: 0.0060 (0.0078) time: 1.1248 (1.1276) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:04:22,062 maskrcnn_benchmark.trainer INFO: eta: 16:47:21 iter: 16400 loss: 1.4696 (1.5654) loss_classifier: 0.0484 (0.0921) loss_box_reg: 0.0514 (0.1005) loss_objectness: 0.0115 (0.0304) loss_rpn_box_reg: 0.0084 (0.0185) loss_da_image: 0.6718 (0.6629) loss_da_instance: 0.6629 (0.6532) loss_da_consistency: 0.0053 (0.0078) time: 1.1236 (1.1276) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:04:44,580 maskrcnn_benchmark.trainer INFO: eta: 16:46:58 iter: 16420 loss: 1.4861 (1.5654) loss_classifier: 0.0648 (0.0920) loss_box_reg: 0.0780 (0.1005) loss_objectness: 0.0182 (0.0304) loss_rpn_box_reg: 0.0108 (0.0185) loss_da_image: 0.6694 (0.6630) loss_da_instance: 0.6493 (0.6532) loss_da_consistency: 0.0063 (0.0078) time: 1.1255 (1.1276) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:05:07,635 maskrcnn_benchmark.trainer INFO: eta: 16:46:37 iter: 16440 loss: 1.4852 (1.5653) loss_classifier: 0.0610 (0.0920) loss_box_reg: 0.0562 (0.1005) loss_objectness: 0.0111 (0.0304) loss_rpn_box_reg: 0.0058 (0.0185) loss_da_image: 0.6769 (0.6630) loss_da_instance: 0.6656 (0.6532) loss_da_consistency: 0.0070 (0.0078) time: 1.1281 (1.1277) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:05:30,156 maskrcnn_benchmark.trainer INFO: eta: 16:46:14 iter: 16460 loss: 1.5400 (1.5653) loss_classifier: 0.0696 (0.0920) loss_box_reg: 0.1021 (0.1005) loss_objectness: 0.0140 (0.0304) loss_rpn_box_reg: 0.0091 (0.0185) loss_da_image: 0.6739 (0.6630) loss_da_instance: 0.6644 (0.6532) loss_da_consistency: 0.0073 (0.0078) time: 1.1281 (1.1277) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:05:52,685 maskrcnn_benchmark.trainer INFO: eta: 16:45:52 iter: 16480 loss: 1.5167 (1.5653) loss_classifier: 0.0674 (0.0920) loss_box_reg: 0.0732 (0.1004) loss_objectness: 0.0118 (0.0303) loss_rpn_box_reg: 0.0089 (0.0185) loss_da_image: 0.6697 (0.6630) loss_da_instance: 0.6607 (0.6532) loss_da_consistency: 0.0055 (0.0078) time: 1.1281 (1.1277) data: 0.0814 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:06:15,152 maskrcnn_benchmark.trainer INFO: eta: 16:45:29 iter: 16500 loss: 1.5040 (1.5652) loss_classifier: 0.0693 (0.0919) loss_box_reg: 0.0745 (0.1004) loss_objectness: 0.0093 (0.0303) loss_rpn_box_reg: 0.0061 (0.0185) loss_da_image: 0.6782 (0.6630) loss_da_instance: 0.6720 (0.6533) loss_da_consistency: 0.0063 (0.0078) time: 1.1232 (1.1277) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:06:37,630 maskrcnn_benchmark.trainer INFO: eta: 16:45:06 iter: 16520 loss: 1.4917 (1.5652) loss_classifier: 0.0670 (0.0919) loss_box_reg: 0.0806 (0.1004) loss_objectness: 0.0099 (0.0303) loss_rpn_box_reg: 0.0099 (0.0185) loss_da_image: 0.6734 (0.6630) loss_da_instance: 0.6549 (0.6533) loss_da_consistency: 0.0061 (0.0078) time: 1.1224 (1.1276) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:07:00,049 maskrcnn_benchmark.trainer INFO: eta: 16:44:43 iter: 16540 loss: 1.4974 (1.5652) loss_classifier: 0.0706 (0.0919) loss_box_reg: 0.0565 (0.1004) loss_objectness: 0.0127 (0.0303) loss_rpn_box_reg: 0.0088 (0.0185) loss_da_image: 0.6709 (0.6631) loss_da_instance: 0.6612 (0.6533) loss_da_consistency: 0.0050 (0.0078) time: 1.1188 (1.1276) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:07:22,521 maskrcnn_benchmark.trainer INFO: eta: 16:44:20 iter: 16560 loss: 1.5001 (1.5651) loss_classifier: 0.0554 (0.0919) loss_box_reg: 0.0649 (0.1004) loss_objectness: 0.0122 (0.0303) loss_rpn_box_reg: 0.0060 (0.0185) loss_da_image: 0.6750 (0.6631) loss_da_instance: 0.6550 (0.6533) loss_da_consistency: 0.0053 (0.0078) time: 1.1232 (1.1276) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:07:45,012 maskrcnn_benchmark.trainer INFO: eta: 16:43:58 iter: 16580 loss: 1.5160 (1.5651) loss_classifier: 0.0743 (0.0919) loss_box_reg: 0.0791 (0.1004) loss_objectness: 0.0139 (0.0303) loss_rpn_box_reg: 0.0109 (0.0184) loss_da_image: 0.6770 (0.6631) loss_da_instance: 0.6637 (0.6533) loss_da_consistency: 0.0062 (0.0078) time: 1.1236 (1.1276) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:08:07,551 maskrcnn_benchmark.trainer INFO: eta: 16:43:35 iter: 16600 loss: 1.4410 (1.5650) loss_classifier: 0.0457 (0.0918) loss_box_reg: 0.0517 (0.1003) loss_objectness: 0.0124 (0.0302) loss_rpn_box_reg: 0.0079 (0.0184) loss_da_image: 0.6674 (0.6631) loss_da_instance: 0.6480 (0.6533) loss_da_consistency: 0.0057 (0.0078) time: 1.1262 (1.1276) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:08:30,079 maskrcnn_benchmark.trainer INFO: eta: 16:43:12 iter: 16620 loss: 1.4644 (1.5649) loss_classifier: 0.0367 (0.0918) loss_box_reg: 0.0743 (0.1003) loss_objectness: 0.0068 (0.0302) loss_rpn_box_reg: 0.0028 (0.0184) loss_da_image: 0.6706 (0.6631) loss_da_instance: 0.6639 (0.6533) loss_da_consistency: 0.0060 (0.0078) time: 1.1258 (1.1276) data: 0.0746 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:08:52,562 maskrcnn_benchmark.trainer INFO: eta: 16:42:50 iter: 16640 loss: 1.4838 (1.5648) loss_classifier: 0.0609 (0.0917) loss_box_reg: 0.0624 (0.1002) loss_objectness: 0.0074 (0.0302) loss_rpn_box_reg: 0.0061 (0.0184) loss_da_image: 0.6746 (0.6631) loss_da_instance: 0.6572 (0.6533) loss_da_consistency: 0.0063 (0.0078) time: 1.1223 (1.1276) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:09:15,086 maskrcnn_benchmark.trainer INFO: eta: 16:42:27 iter: 16660 loss: 1.5303 (1.5648) loss_classifier: 0.0674 (0.0917) loss_box_reg: 0.0664 (0.1002) loss_objectness: 0.0080 (0.0302) loss_rpn_box_reg: 0.0127 (0.0184) loss_da_image: 0.6789 (0.6631) loss_da_instance: 0.6636 (0.6534) loss_da_consistency: 0.0064 (0.0078) time: 1.1251 (1.1276) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:09:37,607 maskrcnn_benchmark.trainer INFO: eta: 16:42:04 iter: 16680 loss: 1.4989 (1.5647) loss_classifier: 0.0665 (0.0917) loss_box_reg: 0.0513 (0.1002) loss_objectness: 0.0080 (0.0302) loss_rpn_box_reg: 0.0110 (0.0184) loss_da_image: 0.6731 (0.6631) loss_da_instance: 0.6643 (0.6534) loss_da_consistency: 0.0053 (0.0078) time: 1.1241 (1.1276) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:10:00,121 maskrcnn_benchmark.trainer INFO: eta: 16:41:42 iter: 16700 loss: 1.5470 (1.5647) loss_classifier: 0.0638 (0.0917) loss_box_reg: 0.0814 (0.1001) loss_objectness: 0.0106 (0.0301) loss_rpn_box_reg: 0.0118 (0.0184) loss_da_image: 0.6744 (0.6632) loss_da_instance: 0.6674 (0.6534) loss_da_consistency: 0.0060 (0.0078) time: 1.1253 (1.1276) data: 0.0809 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:10:22,599 maskrcnn_benchmark.trainer INFO: eta: 16:41:19 iter: 16720 loss: 1.4705 (1.5647) loss_classifier: 0.0735 (0.0917) loss_box_reg: 0.0535 (0.1001) loss_objectness: 0.0091 (0.0301) loss_rpn_box_reg: 0.0097 (0.0184) loss_da_image: 0.6785 (0.6632) loss_da_instance: 0.6659 (0.6534) loss_da_consistency: 0.0086 (0.0078) time: 1.1233 (1.1276) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:10:45,116 maskrcnn_benchmark.trainer INFO: eta: 16:40:56 iter: 16740 loss: 1.5253 (1.5647) loss_classifier: 0.0699 (0.0916) loss_box_reg: 0.0733 (0.1001) loss_objectness: 0.0219 (0.0301) loss_rpn_box_reg: 0.0084 (0.0184) loss_da_image: 0.6804 (0.6632) loss_da_instance: 0.6639 (0.6534) loss_da_consistency: 0.0065 (0.0078) time: 1.1252 (1.1276) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:11:07,552 maskrcnn_benchmark.trainer INFO: eta: 16:40:33 iter: 16760 loss: 1.4991 (1.5646) loss_classifier: 0.0527 (0.0916) loss_box_reg: 0.0590 (0.1001) loss_objectness: 0.0089 (0.0301) loss_rpn_box_reg: 0.0077 (0.0184) loss_da_image: 0.6792 (0.6632) loss_da_instance: 0.6626 (0.6534) loss_da_consistency: 0.0049 (0.0078) time: 1.1194 (1.1276) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:11:30,033 maskrcnn_benchmark.trainer INFO: eta: 16:40:10 iter: 16780 loss: 1.5250 (1.5647) loss_classifier: 0.0832 (0.0916) loss_box_reg: 0.0962 (0.1001) loss_objectness: 0.0153 (0.0301) loss_rpn_box_reg: 0.0176 (0.0184) loss_da_image: 0.6786 (0.6632) loss_da_instance: 0.6644 (0.6534) loss_da_consistency: 0.0065 (0.0078) time: 1.1217 (1.1276) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:11:52,503 maskrcnn_benchmark.trainer INFO: eta: 16:39:48 iter: 16800 loss: 1.5190 (1.5646) loss_classifier: 0.0621 (0.0916) loss_box_reg: 0.0658 (0.1001) loss_objectness: 0.0111 (0.0301) loss_rpn_box_reg: 0.0095 (0.0184) loss_da_image: 0.6644 (0.6632) loss_da_instance: 0.6639 (0.6535) loss_da_consistency: 0.0054 (0.0078) time: 1.1220 (1.1276) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:12:15,262 maskrcnn_benchmark.trainer INFO: eta: 16:39:26 iter: 16820 loss: 1.5175 (1.5646) loss_classifier: 0.0592 (0.0916) loss_box_reg: 0.0807 (0.1001) loss_objectness: 0.0112 (0.0301) loss_rpn_box_reg: 0.0098 (0.0184) loss_da_image: 0.6786 (0.6633) loss_da_instance: 0.6595 (0.6535) loss_da_consistency: 0.0060 (0.0078) time: 1.1256 (1.1276) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:12:37,665 maskrcnn_benchmark.trainer INFO: eta: 16:39:03 iter: 16840 loss: 1.4569 (1.5645) loss_classifier: 0.0455 (0.0915) loss_box_reg: 0.0503 (0.1000) loss_objectness: 0.0051 (0.0301) loss_rpn_box_reg: 0.0032 (0.0184) loss_da_image: 0.6834 (0.6633) loss_da_instance: 0.6689 (0.6535) loss_da_consistency: 0.0041 (0.0078) time: 1.1184 (1.1276) data: 0.0737 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:13:00,100 maskrcnn_benchmark.trainer INFO: eta: 16:38:40 iter: 16860 loss: 1.4928 (1.5645) loss_classifier: 0.0565 (0.0915) loss_box_reg: 0.0692 (0.1000) loss_objectness: 0.0090 (0.0300) loss_rpn_box_reg: 0.0053 (0.0184) loss_da_image: 0.6792 (0.6633) loss_da_instance: 0.6583 (0.6535) loss_da_consistency: 0.0054 (0.0078) time: 1.1210 (1.1276) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:13:22,641 maskrcnn_benchmark.trainer INFO: eta: 16:38:17 iter: 16880 loss: 1.5431 (1.5645) loss_classifier: 0.0833 (0.0915) loss_box_reg: 0.0930 (0.1000) loss_objectness: 0.0137 (0.0300) loss_rpn_box_reg: 0.0089 (0.0184) loss_da_image: 0.6731 (0.6633) loss_da_instance: 0.6598 (0.6535) loss_da_consistency: 0.0068 (0.0078) time: 1.1267 (1.1276) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:13:45,070 maskrcnn_benchmark.trainer INFO: eta: 16:37:54 iter: 16900 loss: 1.5032 (1.5644) loss_classifier: 0.0619 (0.0915) loss_box_reg: 0.0756 (0.1000) loss_objectness: 0.0136 (0.0300) loss_rpn_box_reg: 0.0132 (0.0183) loss_da_image: 0.6728 (0.6633) loss_da_instance: 0.6690 (0.6535) loss_da_consistency: 0.0078 (0.0078) time: 1.1200 (1.1276) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:14:07,617 maskrcnn_benchmark.trainer INFO: eta: 16:37:32 iter: 16920 loss: 1.5743 (1.5645) loss_classifier: 0.1002 (0.0915) loss_box_reg: 0.1223 (0.1000) loss_objectness: 0.0163 (0.0300) loss_rpn_box_reg: 0.0202 (0.0184) loss_da_image: 0.6729 (0.6633) loss_da_instance: 0.6462 (0.6535) loss_da_consistency: 0.0070 (0.0078) time: 1.1265 (1.1276) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:14:30,097 maskrcnn_benchmark.trainer INFO: eta: 16:37:09 iter: 16940 loss: 1.5423 (1.5645) loss_classifier: 0.0765 (0.0915) loss_box_reg: 0.0777 (0.1000) loss_objectness: 0.0174 (0.0300) loss_rpn_box_reg: 0.0071 (0.0183) loss_da_image: 0.6690 (0.6634) loss_da_instance: 0.6666 (0.6535) loss_da_consistency: 0.0071 (0.0078) time: 1.1197 (1.1276) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:14:52,525 maskrcnn_benchmark.trainer INFO: eta: 16:36:46 iter: 16960 loss: 1.5157 (1.5644) loss_classifier: 0.0698 (0.0915) loss_box_reg: 0.0688 (0.1000) loss_objectness: 0.0096 (0.0300) loss_rpn_box_reg: 0.0070 (0.0183) loss_da_image: 0.6712 (0.6634) loss_da_instance: 0.6690 (0.6535) loss_da_consistency: 0.0055 (0.0077) time: 1.1204 (1.1276) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:15:15,081 maskrcnn_benchmark.trainer INFO: eta: 16:36:23 iter: 16980 loss: 1.5037 (1.5643) loss_classifier: 0.0674 (0.0914) loss_box_reg: 0.0715 (0.1000) loss_objectness: 0.0088 (0.0300) loss_rpn_box_reg: 0.0042 (0.0183) loss_da_image: 0.6628 (0.6634) loss_da_instance: 0.6538 (0.6535) loss_da_consistency: 0.0065 (0.0077) time: 1.1266 (1.1276) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:15:37,586 maskrcnn_benchmark.trainer INFO: eta: 16:36:01 iter: 17000 loss: 1.5028 (1.5643) loss_classifier: 0.0624 (0.0914) loss_box_reg: 0.0646 (0.0999) loss_objectness: 0.0083 (0.0299) loss_rpn_box_reg: 0.0056 (0.0183) loss_da_image: 0.6721 (0.6634) loss_da_instance: 0.6731 (0.6536) loss_da_consistency: 0.0060 (0.0077) time: 1.1264 (1.1276) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:16:00,069 maskrcnn_benchmark.trainer INFO: eta: 16:35:38 iter: 17020 loss: 1.5112 (1.5643) loss_classifier: 0.0729 (0.0914) loss_box_reg: 0.1115 (0.0999) loss_objectness: 0.0088 (0.0299) loss_rpn_box_reg: 0.0153 (0.0183) loss_da_image: 0.6650 (0.6634) loss_da_instance: 0.6593 (0.6536) loss_da_consistency: 0.0066 (0.0077) time: 1.1212 (1.1276) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:16:22,538 maskrcnn_benchmark.trainer INFO: eta: 16:35:15 iter: 17040 loss: 1.5229 (1.5643) loss_classifier: 0.0673 (0.0914) loss_box_reg: 0.0496 (0.0999) loss_objectness: 0.0158 (0.0299) loss_rpn_box_reg: 0.0162 (0.0183) loss_da_image: 0.6749 (0.6634) loss_da_instance: 0.6614 (0.6536) loss_da_consistency: 0.0055 (0.0077) time: 1.1224 (1.1276) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:16:45,012 maskrcnn_benchmark.trainer INFO: eta: 16:34:52 iter: 17060 loss: 1.4937 (1.5642) loss_classifier: 0.0683 (0.0913) loss_box_reg: 0.0759 (0.0999) loss_objectness: 0.0144 (0.0299) loss_rpn_box_reg: 0.0094 (0.0183) loss_da_image: 0.6764 (0.6634) loss_da_instance: 0.6599 (0.6536) loss_da_consistency: 0.0055 (0.0077) time: 1.1251 (1.1276) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:17:07,458 maskrcnn_benchmark.trainer INFO: eta: 16:34:30 iter: 17080 loss: 1.4341 (1.5641) loss_classifier: 0.0570 (0.0913) loss_box_reg: 0.0345 (0.0998) loss_objectness: 0.0051 (0.0299) loss_rpn_box_reg: 0.0055 (0.0183) loss_da_image: 0.6743 (0.6634) loss_da_instance: 0.6600 (0.6536) loss_da_consistency: 0.0054 (0.0077) time: 1.1226 (1.1276) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:17:29,876 maskrcnn_benchmark.trainer INFO: eta: 16:34:07 iter: 17100 loss: 1.4978 (1.5641) loss_classifier: 0.0491 (0.0913) loss_box_reg: 0.0490 (0.0998) loss_objectness: 0.0069 (0.0299) loss_rpn_box_reg: 0.0067 (0.0183) loss_da_image: 0.6767 (0.6634) loss_da_instance: 0.6640 (0.6536) loss_da_consistency: 0.0061 (0.0077) time: 1.1247 (1.1275) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:17:52,201 maskrcnn_benchmark.trainer INFO: eta: 16:33:43 iter: 17120 loss: 1.4901 (1.5640) loss_classifier: 0.0515 (0.0912) loss_box_reg: 0.0661 (0.0998) loss_objectness: 0.0104 (0.0298) loss_rpn_box_reg: 0.0079 (0.0183) loss_da_image: 0.6800 (0.6635) loss_da_instance: 0.6683 (0.6537) loss_da_consistency: 0.0063 (0.0077) time: 1.1155 (1.1275) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:18:14,622 maskrcnn_benchmark.trainer INFO: eta: 16:33:20 iter: 17140 loss: 1.5161 (1.5640) loss_classifier: 0.0685 (0.0912) loss_box_reg: 0.0872 (0.0998) loss_objectness: 0.0147 (0.0298) loss_rpn_box_reg: 0.0091 (0.0183) loss_da_image: 0.6720 (0.6635) loss_da_instance: 0.6679 (0.6537) loss_da_consistency: 0.0068 (0.0077) time: 1.1207 (1.1275) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:18:37,064 maskrcnn_benchmark.trainer INFO: eta: 16:32:57 iter: 17160 loss: 1.5018 (1.5639) loss_classifier: 0.0503 (0.0912) loss_box_reg: 0.0543 (0.0998) loss_objectness: 0.0118 (0.0298) loss_rpn_box_reg: 0.0119 (0.0183) loss_da_image: 0.6702 (0.6635) loss_da_instance: 0.6606 (0.6537) loss_da_consistency: 0.0055 (0.0077) time: 1.1226 (1.1275) data: 0.0802 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:18:59,472 maskrcnn_benchmark.trainer INFO: eta: 16:32:34 iter: 17180 loss: 1.4827 (1.5639) loss_classifier: 0.0579 (0.0911) loss_box_reg: 0.0706 (0.0997) loss_objectness: 0.0146 (0.0298) loss_rpn_box_reg: 0.0149 (0.0183) loss_da_image: 0.6715 (0.6635) loss_da_instance: 0.6675 (0.6537) loss_da_consistency: 0.0056 (0.0077) time: 1.1227 (1.1275) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:19:21,907 maskrcnn_benchmark.trainer INFO: eta: 16:32:12 iter: 17200 loss: 1.4942 (1.5638) loss_classifier: 0.0553 (0.0911) loss_box_reg: 0.0562 (0.0997) loss_objectness: 0.0177 (0.0298) loss_rpn_box_reg: 0.0102 (0.0183) loss_da_image: 0.6590 (0.6635) loss_da_instance: 0.6658 (0.6537) loss_da_consistency: 0.0063 (0.0077) time: 1.1206 (1.1275) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:19:44,376 maskrcnn_benchmark.trainer INFO: eta: 16:31:49 iter: 17220 loss: 1.4908 (1.5638) loss_classifier: 0.0638 (0.0911) loss_box_reg: 0.0564 (0.0997) loss_objectness: 0.0174 (0.0298) loss_rpn_box_reg: 0.0113 (0.0183) loss_da_image: 0.6594 (0.6635) loss_da_instance: 0.6428 (0.6537) loss_da_consistency: 0.0069 (0.0077) time: 1.1237 (1.1275) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:20:06,822 maskrcnn_benchmark.trainer INFO: eta: 16:31:26 iter: 17240 loss: 1.5103 (1.5638) loss_classifier: 0.0658 (0.0911) loss_box_reg: 0.0780 (0.0997) loss_objectness: 0.0183 (0.0298) loss_rpn_box_reg: 0.0036 (0.0183) loss_da_image: 0.6549 (0.6635) loss_da_instance: 0.6738 (0.6537) loss_da_consistency: 0.0061 (0.0077) time: 1.1209 (1.1275) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:20:29,297 maskrcnn_benchmark.trainer INFO: eta: 16:31:03 iter: 17260 loss: 1.5593 (1.5638) loss_classifier: 0.0752 (0.0911) loss_box_reg: 0.1053 (0.0997) loss_objectness: 0.0148 (0.0298) loss_rpn_box_reg: 0.0174 (0.0183) loss_da_image: 0.6668 (0.6635) loss_da_instance: 0.6472 (0.6537) loss_da_consistency: 0.0075 (0.0077) time: 1.1214 (1.1275) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:20:51,743 maskrcnn_benchmark.trainer INFO: eta: 16:30:40 iter: 17280 loss: 1.5296 (1.5638) loss_classifier: 0.0893 (0.0911) loss_box_reg: 0.0790 (0.0997) loss_objectness: 0.0175 (0.0298) loss_rpn_box_reg: 0.0133 (0.0183) loss_da_image: 0.6711 (0.6635) loss_da_instance: 0.6497 (0.6537) loss_da_consistency: 0.0066 (0.0077) time: 1.1209 (1.1275) data: 0.0804 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:21:14,323 maskrcnn_benchmark.trainer INFO: eta: 16:30:18 iter: 17300 loss: 1.4991 (1.5637) loss_classifier: 0.0584 (0.0911) loss_box_reg: 0.0549 (0.0997) loss_objectness: 0.0118 (0.0298) loss_rpn_box_reg: 0.0086 (0.0183) loss_da_image: 0.6777 (0.6635) loss_da_instance: 0.6694 (0.6537) loss_da_consistency: 0.0057 (0.0077) time: 1.1289 (1.1275) data: 0.0804 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:21:36,778 maskrcnn_benchmark.trainer INFO: eta: 16:29:55 iter: 17320 loss: 1.4734 (1.5637) loss_classifier: 0.0482 (0.0910) loss_box_reg: 0.0626 (0.0997) loss_objectness: 0.0088 (0.0297) loss_rpn_box_reg: 0.0090 (0.0183) loss_da_image: 0.6727 (0.6635) loss_da_instance: 0.6664 (0.6538) loss_da_consistency: 0.0058 (0.0077) time: 1.1230 (1.1275) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:21:59,291 maskrcnn_benchmark.trainer INFO: eta: 16:29:32 iter: 17340 loss: 1.4822 (1.5636) loss_classifier: 0.0487 (0.0910) loss_box_reg: 0.0552 (0.0996) loss_objectness: 0.0105 (0.0297) loss_rpn_box_reg: 0.0057 (0.0183) loss_da_image: 0.6762 (0.6635) loss_da_instance: 0.6578 (0.6538) loss_da_consistency: 0.0070 (0.0077) time: 1.1223 (1.1275) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:22:21,687 maskrcnn_benchmark.trainer INFO: eta: 16:29:09 iter: 17360 loss: 1.5902 (1.5636) loss_classifier: 0.0922 (0.0910) loss_box_reg: 0.0835 (0.0996) loss_objectness: 0.0214 (0.0297) loss_rpn_box_reg: 0.0156 (0.0183) loss_da_image: 0.6754 (0.6635) loss_da_instance: 0.6742 (0.6538) loss_da_consistency: 0.0063 (0.0077) time: 1.1175 (1.1275) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:22:44,143 maskrcnn_benchmark.trainer INFO: eta: 16:28:46 iter: 17380 loss: 1.5100 (1.5636) loss_classifier: 0.0612 (0.0910) loss_box_reg: 0.0913 (0.0996) loss_objectness: 0.0115 (0.0297) loss_rpn_box_reg: 0.0067 (0.0182) loss_da_image: 0.6736 (0.6636) loss_da_instance: 0.6646 (0.6538) loss_da_consistency: 0.0060 (0.0077) time: 1.1198 (1.1275) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:23:06,596 maskrcnn_benchmark.trainer INFO: eta: 16:28:24 iter: 17400 loss: 1.5193 (1.5635) loss_classifier: 0.0618 (0.0909) loss_box_reg: 0.0916 (0.0996) loss_objectness: 0.0087 (0.0297) loss_rpn_box_reg: 0.0081 (0.0182) loss_da_image: 0.6724 (0.6636) loss_da_instance: 0.6624 (0.6538) loss_da_consistency: 0.0069 (0.0077) time: 1.1214 (1.1275) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:23:29,081 maskrcnn_benchmark.trainer INFO: eta: 16:28:01 iter: 17420 loss: 1.5060 (1.5635) loss_classifier: 0.0587 (0.0909) loss_box_reg: 0.0473 (0.0995) loss_objectness: 0.0095 (0.0297) loss_rpn_box_reg: 0.0056 (0.0182) loss_da_image: 0.6831 (0.6636) loss_da_instance: 0.6673 (0.6538) loss_da_consistency: 0.0054 (0.0077) time: 1.1246 (1.1275) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:23:51,568 maskrcnn_benchmark.trainer INFO: eta: 16:27:38 iter: 17440 loss: 1.5022 (1.5634) loss_classifier: 0.0666 (0.0909) loss_box_reg: 0.0722 (0.0995) loss_objectness: 0.0154 (0.0297) loss_rpn_box_reg: 0.0080 (0.0182) loss_da_image: 0.6702 (0.6636) loss_da_instance: 0.6755 (0.6538) loss_da_consistency: 0.0058 (0.0077) time: 1.1245 (1.1274) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:24:14,133 maskrcnn_benchmark.trainer INFO: eta: 16:27:16 iter: 17460 loss: 1.5205 (1.5634) loss_classifier: 0.0773 (0.0909) loss_box_reg: 0.0786 (0.0995) loss_objectness: 0.0117 (0.0296) loss_rpn_box_reg: 0.0085 (0.0182) loss_da_image: 0.6683 (0.6636) loss_da_instance: 0.6648 (0.6539) loss_da_consistency: 0.0064 (0.0077) time: 1.1270 (1.1274) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:24:36,615 maskrcnn_benchmark.trainer INFO: eta: 16:26:53 iter: 17480 loss: 1.5423 (1.5634) loss_classifier: 0.0719 (0.0909) loss_box_reg: 0.0680 (0.0995) loss_objectness: 0.0072 (0.0296) loss_rpn_box_reg: 0.0054 (0.0182) loss_da_image: 0.6781 (0.6636) loss_da_instance: 0.6717 (0.6539) loss_da_consistency: 0.0055 (0.0077) time: 1.1234 (1.1274) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:24:59,106 maskrcnn_benchmark.trainer INFO: eta: 16:26:30 iter: 17500 loss: 1.5472 (1.5634) loss_classifier: 0.0726 (0.0909) loss_box_reg: 0.0824 (0.0995) loss_objectness: 0.0184 (0.0296) loss_rpn_box_reg: 0.0129 (0.0182) loss_da_image: 0.6692 (0.6636) loss_da_instance: 0.6577 (0.6539) loss_da_consistency: 0.0071 (0.0077) time: 1.1251 (1.1274) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:24:59,109 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0017500.pth
2019-10-03 15:25:21,943 maskrcnn_benchmark.trainer INFO: eta: 16:26:08 iter: 17520 loss: 1.5026 (1.5634) loss_classifier: 0.0631 (0.0908) loss_box_reg: 0.0802 (0.0994) loss_objectness: 0.0104 (0.0296) loss_rpn_box_reg: 0.0072 (0.0182) loss_da_image: 0.6746 (0.6637) loss_da_instance: 0.6587 (0.6539) loss_da_consistency: 0.0059 (0.0077) time: 1.1228 (1.1275) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:25:44,536 maskrcnn_benchmark.trainer INFO: eta: 16:25:46 iter: 17540 loss: 1.4853 (1.5633) loss_classifier: 0.0652 (0.0908) loss_box_reg: 0.0590 (0.0994) loss_objectness: 0.0149 (0.0296) loss_rpn_box_reg: 0.0144 (0.0182) loss_da_image: 0.6768 (0.6637) loss_da_instance: 0.6640 (0.6539) loss_da_consistency: 0.0065 (0.0077) time: 1.1325 (1.1275) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:26:06,947 maskrcnn_benchmark.trainer INFO: eta: 16:25:23 iter: 17560 loss: 1.4881 (1.5633) loss_classifier: 0.0453 (0.0908) loss_box_reg: 0.0613 (0.0994) loss_objectness: 0.0083 (0.0296) loss_rpn_box_reg: 0.0039 (0.0182) loss_da_image: 0.6812 (0.6637) loss_da_instance: 0.6705 (0.6539) loss_da_consistency: 0.0062 (0.0077) time: 1.1186 (1.1275) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:26:29,419 maskrcnn_benchmark.trainer INFO: eta: 16:25:00 iter: 17580 loss: 1.4552 (1.5632) loss_classifier: 0.0497 (0.0908) loss_box_reg: 0.0569 (0.0994) loss_objectness: 0.0126 (0.0296) loss_rpn_box_reg: 0.0066 (0.0182) loss_da_image: 0.6765 (0.6637) loss_da_instance: 0.6603 (0.6539) loss_da_consistency: 0.0063 (0.0077) time: 1.1229 (1.1274) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:26:51,855 maskrcnn_benchmark.trainer INFO: eta: 16:24:37 iter: 17600 loss: 1.4967 (1.5631) loss_classifier: 0.0626 (0.0907) loss_box_reg: 0.0504 (0.0993) loss_objectness: 0.0113 (0.0295) loss_rpn_box_reg: 0.0083 (0.0182) loss_da_image: 0.6770 (0.6637) loss_da_instance: 0.6624 (0.6540) loss_da_consistency: 0.0065 (0.0077) time: 1.1212 (1.1274) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:27:14,291 maskrcnn_benchmark.trainer INFO: eta: 16:24:15 iter: 17620 loss: 1.5131 (1.5631) loss_classifier: 0.0648 (0.0907) loss_box_reg: 0.0949 (0.0993) loss_objectness: 0.0116 (0.0295) loss_rpn_box_reg: 0.0063 (0.0182) loss_da_image: 0.6764 (0.6637) loss_da_instance: 0.6678 (0.6540) loss_da_consistency: 0.0062 (0.0077) time: 1.1220 (1.1274) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:27:36,725 maskrcnn_benchmark.trainer INFO: eta: 16:23:52 iter: 17640 loss: 1.4827 (1.5631) loss_classifier: 0.0453 (0.0907) loss_box_reg: 0.0645 (0.0993) loss_objectness: 0.0060 (0.0295) loss_rpn_box_reg: 0.0065 (0.0181) loss_da_image: 0.6779 (0.6638) loss_da_instance: 0.6628 (0.6540) loss_da_consistency: 0.0051 (0.0077) time: 1.1197 (1.1274) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:27:59,135 maskrcnn_benchmark.trainer INFO: eta: 16:23:29 iter: 17660 loss: 1.4714 (1.5630) loss_classifier: 0.0391 (0.0906) loss_box_reg: 0.0359 (0.0993) loss_objectness: 0.0126 (0.0295) loss_rpn_box_reg: 0.0083 (0.0181) loss_da_image: 0.6711 (0.6638) loss_da_instance: 0.6778 (0.6540) loss_da_consistency: 0.0055 (0.0077) time: 1.1193 (1.1274) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:28:21,631 maskrcnn_benchmark.trainer INFO: eta: 16:23:06 iter: 17680 loss: 1.4847 (1.5630) loss_classifier: 0.0605 (0.0906) loss_box_reg: 0.0554 (0.0992) loss_objectness: 0.0164 (0.0295) loss_rpn_box_reg: 0.0071 (0.0181) loss_da_image: 0.6651 (0.6638) loss_da_instance: 0.6658 (0.6540) loss_da_consistency: 0.0056 (0.0077) time: 1.1248 (1.1274) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:28:44,074 maskrcnn_benchmark.trainer INFO: eta: 16:22:43 iter: 17700 loss: 1.5318 (1.5630) loss_classifier: 0.0769 (0.0906) loss_box_reg: 0.0589 (0.0992) loss_objectness: 0.0156 (0.0295) loss_rpn_box_reg: 0.0109 (0.0181) loss_da_image: 0.6780 (0.6638) loss_da_instance: 0.6618 (0.6540) loss_da_consistency: 0.0052 (0.0077) time: 1.1214 (1.1274) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:29:06,614 maskrcnn_benchmark.trainer INFO: eta: 16:22:21 iter: 17720 loss: 1.5005 (1.5629) loss_classifier: 0.0489 (0.0906) loss_box_reg: 0.0771 (0.0992) loss_objectness: 0.0110 (0.0295) loss_rpn_box_reg: 0.0086 (0.0181) loss_da_image: 0.6724 (0.6638) loss_da_instance: 0.6604 (0.6540) loss_da_consistency: 0.0058 (0.0077) time: 1.1257 (1.1274) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:29:29,040 maskrcnn_benchmark.trainer INFO: eta: 16:21:58 iter: 17740 loss: 1.4778 (1.5629) loss_classifier: 0.0498 (0.0906) loss_box_reg: 0.0516 (0.0992) loss_objectness: 0.0086 (0.0294) loss_rpn_box_reg: 0.0059 (0.0181) loss_da_image: 0.6788 (0.6638) loss_da_instance: 0.6696 (0.6541) loss_da_consistency: 0.0062 (0.0077) time: 1.1214 (1.1274) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:29:51,472 maskrcnn_benchmark.trainer INFO: eta: 16:21:35 iter: 17760 loss: 1.5184 (1.5628) loss_classifier: 0.0757 (0.0905) loss_box_reg: 0.0730 (0.0992) loss_objectness: 0.0138 (0.0294) loss_rpn_box_reg: 0.0111 (0.0181) loss_da_image: 0.6758 (0.6638) loss_da_instance: 0.6538 (0.6541) loss_da_consistency: 0.0060 (0.0077) time: 1.1196 (1.1274) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:30:13,928 maskrcnn_benchmark.trainer INFO: eta: 16:21:12 iter: 17780 loss: 1.4988 (1.5628) loss_classifier: 0.0651 (0.0905) loss_box_reg: 0.0873 (0.0992) loss_objectness: 0.0127 (0.0294) loss_rpn_box_reg: 0.0101 (0.0181) loss_da_image: 0.6752 (0.6639) loss_da_instance: 0.6593 (0.6541) loss_da_consistency: 0.0078 (0.0077) time: 1.1242 (1.1274) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:30:36,901 maskrcnn_benchmark.trainer INFO: eta: 16:20:51 iter: 17800 loss: 1.5308 (1.5628) loss_classifier: 0.0817 (0.0905) loss_box_reg: 0.1080 (0.0992) loss_objectness: 0.0135 (0.0294) loss_rpn_box_reg: 0.0092 (0.0181) loss_da_image: 0.6796 (0.6639) loss_da_instance: 0.6449 (0.6541) loss_da_consistency: 0.0069 (0.0077) time: 1.1235 (1.1274) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:30:59,366 maskrcnn_benchmark.trainer INFO: eta: 16:20:28 iter: 17820 loss: 1.5512 (1.5629) loss_classifier: 0.0773 (0.0905) loss_box_reg: 0.0782 (0.0992) loss_objectness: 0.0187 (0.0294) loss_rpn_box_reg: 0.0128 (0.0181) loss_da_image: 0.6810 (0.6639) loss_da_instance: 0.6633 (0.6541) loss_da_consistency: 0.0075 (0.0077) time: 1.1185 (1.1274) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:31:21,803 maskrcnn_benchmark.trainer INFO: eta: 16:20:05 iter: 17840 loss: 1.5265 (1.5629) loss_classifier: 0.0670 (0.0905) loss_box_reg: 0.0915 (0.0992) loss_objectness: 0.0147 (0.0294) loss_rpn_box_reg: 0.0102 (0.0181) loss_da_image: 0.6794 (0.6639) loss_da_instance: 0.6589 (0.6541) loss_da_consistency: 0.0067 (0.0077) time: 1.1194 (1.1274) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:31:44,244 maskrcnn_benchmark.trainer INFO: eta: 16:19:42 iter: 17860 loss: 1.5300 (1.5628) loss_classifier: 0.0693 (0.0905) loss_box_reg: 0.0566 (0.0991) loss_objectness: 0.0091 (0.0294) loss_rpn_box_reg: 0.0101 (0.0181) loss_da_image: 0.6844 (0.6640) loss_da_instance: 0.6621 (0.6541) loss_da_consistency: 0.0072 (0.0077) time: 1.1220 (1.1274) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:32:06,704 maskrcnn_benchmark.trainer INFO: eta: 16:19:19 iter: 17880 loss: 1.4959 (1.5628) loss_classifier: 0.0589 (0.0905) loss_box_reg: 0.0533 (0.0991) loss_objectness: 0.0101 (0.0293) loss_rpn_box_reg: 0.0079 (0.0181) loss_da_image: 0.6749 (0.6640) loss_da_instance: 0.6572 (0.6541) loss_da_consistency: 0.0071 (0.0077) time: 1.1204 (1.1274) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:32:29,232 maskrcnn_benchmark.trainer INFO: eta: 16:18:57 iter: 17900 loss: 1.4236 (1.5627) loss_classifier: 0.0295 (0.0904) loss_box_reg: 0.0522 (0.0991) loss_objectness: 0.0071 (0.0293) loss_rpn_box_reg: 0.0056 (0.0181) loss_da_image: 0.6719 (0.6640) loss_da_instance: 0.6710 (0.6541) loss_da_consistency: 0.0066 (0.0077) time: 1.1264 (1.1274) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:32:51,717 maskrcnn_benchmark.trainer INFO: eta: 16:18:34 iter: 17920 loss: 1.4678 (1.5626) loss_classifier: 0.0376 (0.0904) loss_box_reg: 0.0560 (0.0990) loss_objectness: 0.0087 (0.0293) loss_rpn_box_reg: 0.0045 (0.0181) loss_da_image: 0.6771 (0.6640) loss_da_instance: 0.6551 (0.6542) loss_da_consistency: 0.0061 (0.0077) time: 1.1229 (1.1274) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:33:14,213 maskrcnn_benchmark.trainer INFO: eta: 16:18:11 iter: 17940 loss: 1.5030 (1.5626) loss_classifier: 0.0670 (0.0904) loss_box_reg: 0.0783 (0.0990) loss_objectness: 0.0119 (0.0293) loss_rpn_box_reg: 0.0093 (0.0181) loss_da_image: 0.6725 (0.6640) loss_da_instance: 0.6554 (0.6542) loss_da_consistency: 0.0055 (0.0077) time: 1.1248 (1.1274) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:33:36,654 maskrcnn_benchmark.trainer INFO: eta: 16:17:48 iter: 17960 loss: 1.5076 (1.5626) loss_classifier: 0.0737 (0.0903) loss_box_reg: 0.0847 (0.0990) loss_objectness: 0.0124 (0.0293) loss_rpn_box_reg: 0.0155 (0.0181) loss_da_image: 0.6625 (0.6640) loss_da_instance: 0.6616 (0.6542) loss_da_consistency: 0.0068 (0.0077) time: 1.1231 (1.1274) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:33:59,067 maskrcnn_benchmark.trainer INFO: eta: 16:17:25 iter: 17980 loss: 1.4575 (1.5625) loss_classifier: 0.0518 (0.0903) loss_box_reg: 0.0576 (0.0990) loss_objectness: 0.0042 (0.0293) loss_rpn_box_reg: 0.0058 (0.0181) loss_da_image: 0.6767 (0.6640) loss_da_instance: 0.6556 (0.6542) loss_da_consistency: 0.0057 (0.0077) time: 1.1151 (1.1274) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:34:21,508 maskrcnn_benchmark.trainer INFO: eta: 16:17:03 iter: 18000 loss: 1.4897 (1.5625) loss_classifier: 0.0528 (0.0903) loss_box_reg: 0.0711 (0.0990) loss_objectness: 0.0095 (0.0293) loss_rpn_box_reg: 0.0094 (0.0180) loss_da_image: 0.6715 (0.6640) loss_da_instance: 0.6752 (0.6542) loss_da_consistency: 0.0052 (0.0077) time: 1.1196 (1.1274) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:34:43,930 maskrcnn_benchmark.trainer INFO: eta: 16:16:40 iter: 18020 loss: 1.5195 (1.5625) loss_classifier: 0.0681 (0.0903) loss_box_reg: 0.0810 (0.0990) loss_objectness: 0.0113 (0.0292) loss_rpn_box_reg: 0.0091 (0.0180) loss_da_image: 0.6781 (0.6641) loss_da_instance: 0.6612 (0.6542) loss_da_consistency: 0.0052 (0.0077) time: 1.1225 (1.1274) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:35:06,273 maskrcnn_benchmark.trainer INFO: eta: 16:16:17 iter: 18040 loss: 1.4818 (1.5624) loss_classifier: 0.0530 (0.0903) loss_box_reg: 0.0469 (0.0989) loss_objectness: 0.0078 (0.0292) loss_rpn_box_reg: 0.0096 (0.0180) loss_da_image: 0.6745 (0.6641) loss_da_instance: 0.6635 (0.6542) loss_da_consistency: 0.0041 (0.0077) time: 1.1177 (1.1273) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:35:28,667 maskrcnn_benchmark.trainer INFO: eta: 16:15:54 iter: 18060 loss: 1.5101 (1.5623) loss_classifier: 0.0506 (0.0902) loss_box_reg: 0.0592 (0.0989) loss_objectness: 0.0052 (0.0292) loss_rpn_box_reg: 0.0065 (0.0180) loss_da_image: 0.6674 (0.6641) loss_da_instance: 0.6582 (0.6542) loss_da_consistency: 0.0061 (0.0077) time: 1.1124 (1.1273) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:35:51,189 maskrcnn_benchmark.trainer INFO: eta: 16:15:31 iter: 18080 loss: 1.5717 (1.5624) loss_classifier: 0.0865 (0.0902) loss_box_reg: 0.1041 (0.0989) loss_objectness: 0.0133 (0.0292) loss_rpn_box_reg: 0.0116 (0.0180) loss_da_image: 0.6804 (0.6641) loss_da_instance: 0.6645 (0.6543) loss_da_consistency: 0.0065 (0.0077) time: 1.1254 (1.1273) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:36:13,601 maskrcnn_benchmark.trainer INFO: eta: 16:15:08 iter: 18100 loss: 1.5522 (1.5624) loss_classifier: 0.0689 (0.0902) loss_box_reg: 0.0807 (0.0989) loss_objectness: 0.0131 (0.0292) loss_rpn_box_reg: 0.0109 (0.0180) loss_da_image: 0.6808 (0.6641) loss_da_instance: 0.6685 (0.6543) loss_da_consistency: 0.0053 (0.0077) time: 1.1177 (1.1273) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:36:36,048 maskrcnn_benchmark.trainer INFO: eta: 16:14:45 iter: 18120 loss: 1.5383 (1.5623) loss_classifier: 0.0728 (0.0902) loss_box_reg: 0.0801 (0.0989) loss_objectness: 0.0172 (0.0292) loss_rpn_box_reg: 0.0146 (0.0180) loss_da_image: 0.6677 (0.6641) loss_da_instance: 0.6660 (0.6543) loss_da_consistency: 0.0061 (0.0077) time: 1.1189 (1.1273) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:36:58,454 maskrcnn_benchmark.trainer INFO: eta: 16:14:22 iter: 18140 loss: 1.4782 (1.5623) loss_classifier: 0.0616 (0.0902) loss_box_reg: 0.0548 (0.0989) loss_objectness: 0.0063 (0.0292) loss_rpn_box_reg: 0.0046 (0.0180) loss_da_image: 0.6709 (0.6641) loss_da_instance: 0.6695 (0.6543) loss_da_consistency: 0.0058 (0.0077) time: 1.1194 (1.1273) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:37:20,991 maskrcnn_benchmark.trainer INFO: eta: 16:14:00 iter: 18160 loss: 1.5697 (1.5623) loss_classifier: 0.0636 (0.0901) loss_box_reg: 0.1042 (0.0989) loss_objectness: 0.0147 (0.0291) loss_rpn_box_reg: 0.0086 (0.0180) loss_da_image: 0.6732 (0.6642) loss_da_instance: 0.6568 (0.6543) loss_da_consistency: 0.0060 (0.0076) time: 1.1265 (1.1273) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:37:43,406 maskrcnn_benchmark.trainer INFO: eta: 16:13:37 iter: 18180 loss: 1.4695 (1.5622) loss_classifier: 0.0532 (0.0901) loss_box_reg: 0.0534 (0.0988) loss_objectness: 0.0079 (0.0291) loss_rpn_box_reg: 0.0097 (0.0180) loss_da_image: 0.6761 (0.6642) loss_da_instance: 0.6625 (0.6543) loss_da_consistency: 0.0062 (0.0076) time: 1.1205 (1.1273) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:38:05,816 maskrcnn_benchmark.trainer INFO: eta: 16:13:14 iter: 18200 loss: 1.5484 (1.5622) loss_classifier: 0.0677 (0.0901) loss_box_reg: 0.0752 (0.0988) loss_objectness: 0.0094 (0.0291) loss_rpn_box_reg: 0.0119 (0.0180) loss_da_image: 0.6723 (0.6642) loss_da_instance: 0.6546 (0.6543) loss_da_consistency: 0.0062 (0.0076) time: 1.1204 (1.1273) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:38:28,285 maskrcnn_benchmark.trainer INFO: eta: 16:12:51 iter: 18220 loss: 1.5162 (1.5622) loss_classifier: 0.0991 (0.0901) loss_box_reg: 0.0644 (0.0988) loss_objectness: 0.0188 (0.0291) loss_rpn_box_reg: 0.0128 (0.0180) loss_da_image: 0.6778 (0.6642) loss_da_instance: 0.6559 (0.6543) loss_da_consistency: 0.0063 (0.0076) time: 1.1265 (1.1273) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:38:50,742 maskrcnn_benchmark.trainer INFO: eta: 16:12:28 iter: 18240 loss: 1.4851 (1.5621) loss_classifier: 0.0522 (0.0901) loss_box_reg: 0.0660 (0.0988) loss_objectness: 0.0128 (0.0291) loss_rpn_box_reg: 0.0069 (0.0180) loss_da_image: 0.6722 (0.6642) loss_da_instance: 0.6716 (0.6544) loss_da_consistency: 0.0062 (0.0076) time: 1.1245 (1.1273) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:39:13,204 maskrcnn_benchmark.trainer INFO: eta: 16:12:06 iter: 18260 loss: 1.5760 (1.5622) loss_classifier: 0.0854 (0.0901) loss_box_reg: 0.0843 (0.0988) loss_objectness: 0.0153 (0.0291) loss_rpn_box_reg: 0.0110 (0.0180) loss_da_image: 0.6718 (0.6642) loss_da_instance: 0.6693 (0.6544) loss_da_consistency: 0.0060 (0.0076) time: 1.1217 (1.1273) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:39:35,581 maskrcnn_benchmark.trainer INFO: eta: 16:11:42 iter: 18280 loss: 1.4757 (1.5621) loss_classifier: 0.0679 (0.0900) loss_box_reg: 0.0701 (0.0988) loss_objectness: 0.0127 (0.0291) loss_rpn_box_reg: 0.0076 (0.0180) loss_da_image: 0.6643 (0.6642) loss_da_instance: 0.6609 (0.6544) loss_da_consistency: 0.0065 (0.0076) time: 1.1175 (1.1273) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:39:57,946 maskrcnn_benchmark.trainer INFO: eta: 16:11:19 iter: 18300 loss: 1.4355 (1.5621) loss_classifier: 0.0466 (0.0900) loss_box_reg: 0.0702 (0.0988) loss_objectness: 0.0105 (0.0291) loss_rpn_box_reg: 0.0081 (0.0180) loss_da_image: 0.6579 (0.6642) loss_da_instance: 0.6598 (0.6544) loss_da_consistency: 0.0071 (0.0076) time: 1.1183 (1.1273) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:40:20,337 maskrcnn_benchmark.trainer INFO: eta: 16:10:56 iter: 18320 loss: 1.4894 (1.5620) loss_classifier: 0.0343 (0.0900) loss_box_reg: 0.0397 (0.0987) loss_objectness: 0.0093 (0.0290) loss_rpn_box_reg: 0.0048 (0.0180) loss_da_image: 0.6733 (0.6642) loss_da_instance: 0.6668 (0.6544) loss_da_consistency: 0.0065 (0.0076) time: 1.1197 (1.1273) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:40:42,712 maskrcnn_benchmark.trainer INFO: eta: 16:10:33 iter: 18340 loss: 1.5323 (1.5620) loss_classifier: 0.0873 (0.0900) loss_box_reg: 0.0775 (0.0987) loss_objectness: 0.0204 (0.0291) loss_rpn_box_reg: 0.0137 (0.0180) loss_da_image: 0.6677 (0.6642) loss_da_instance: 0.6766 (0.6544) loss_da_consistency: 0.0058 (0.0076) time: 1.1187 (1.1273) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:41:05,093 maskrcnn_benchmark.trainer INFO: eta: 16:10:10 iter: 18360 loss: 1.5504 (1.5620) loss_classifier: 0.0824 (0.0900) loss_box_reg: 0.0954 (0.0987) loss_objectness: 0.0162 (0.0290) loss_rpn_box_reg: 0.0116 (0.0180) loss_da_image: 0.6673 (0.6642) loss_da_instance: 0.6609 (0.6544) loss_da_consistency: 0.0053 (0.0076) time: 1.1197 (1.1272) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:41:27,500 maskrcnn_benchmark.trainer INFO: eta: 16:09:47 iter: 18380 loss: 1.5352 (1.5620) loss_classifier: 0.0825 (0.0900) loss_box_reg: 0.1015 (0.0987) loss_objectness: 0.0156 (0.0290) loss_rpn_box_reg: 0.0112 (0.0180) loss_da_image: 0.6678 (0.6642) loss_da_instance: 0.6423 (0.6544) loss_da_consistency: 0.0070 (0.0076) time: 1.1204 (1.1272) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:41:49,984 maskrcnn_benchmark.trainer INFO: eta: 16:09:25 iter: 18400 loss: 1.4419 (1.5619) loss_classifier: 0.0534 (0.0899) loss_box_reg: 0.0501 (0.0987) loss_objectness: 0.0087 (0.0290) loss_rpn_box_reg: 0.0059 (0.0180) loss_da_image: 0.6673 (0.6642) loss_da_instance: 0.6548 (0.6544) loss_da_consistency: 0.0070 (0.0076) time: 1.1225 (1.1272) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:42:12,402 maskrcnn_benchmark.trainer INFO: eta: 16:09:02 iter: 18420 loss: 1.4550 (1.5619) loss_classifier: 0.0358 (0.0899) loss_box_reg: 0.0388 (0.0987) loss_objectness: 0.0104 (0.0290) loss_rpn_box_reg: 0.0047 (0.0179) loss_da_image: 0.6756 (0.6643) loss_da_instance: 0.6754 (0.6544) loss_da_consistency: 0.0064 (0.0076) time: 1.1216 (1.1272) data: 0.0759 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:42:34,868 maskrcnn_benchmark.trainer INFO: eta: 16:08:39 iter: 18440 loss: 1.4835 (1.5618) loss_classifier: 0.0445 (0.0899) loss_box_reg: 0.0581 (0.0987) loss_objectness: 0.0071 (0.0290) loss_rpn_box_reg: 0.0113 (0.0179) loss_da_image: 0.6741 (0.6643) loss_da_instance: 0.6613 (0.6544) loss_da_consistency: 0.0058 (0.0076) time: 1.1232 (1.1272) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:42:57,275 maskrcnn_benchmark.trainer INFO: eta: 16:08:16 iter: 18460 loss: 1.4861 (1.5617) loss_classifier: 0.0545 (0.0899) loss_box_reg: 0.0584 (0.0986) loss_objectness: 0.0070 (0.0290) loss_rpn_box_reg: 0.0076 (0.0179) loss_da_image: 0.6746 (0.6643) loss_da_instance: 0.6582 (0.6545) loss_da_consistency: 0.0055 (0.0076) time: 1.1199 (1.1272) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:43:19,689 maskrcnn_benchmark.trainer INFO: eta: 16:07:53 iter: 18480 loss: 1.4472 (1.5617) loss_classifier: 0.0524 (0.0898) loss_box_reg: 0.0456 (0.0986) loss_objectness: 0.0100 (0.0290) loss_rpn_box_reg: 0.0058 (0.0179) loss_da_image: 0.6736 (0.6643) loss_da_instance: 0.6697 (0.6545) loss_da_consistency: 0.0046 (0.0076) time: 1.1201 (1.1272) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:43:42,059 maskrcnn_benchmark.trainer INFO: eta: 16:07:30 iter: 18500 loss: 1.5264 (1.5617) loss_classifier: 0.0617 (0.0898) loss_box_reg: 0.0634 (0.0986) loss_objectness: 0.0233 (0.0290) loss_rpn_box_reg: 0.0098 (0.0179) loss_da_image: 0.6763 (0.6643) loss_da_instance: 0.6641 (0.6545) loss_da_consistency: 0.0052 (0.0076) time: 1.1188 (1.1272) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:44:04,543 maskrcnn_benchmark.trainer INFO: eta: 16:07:08 iter: 18520 loss: 1.4959 (1.5617) loss_classifier: 0.0593 (0.0898) loss_box_reg: 0.0606 (0.0986) loss_objectness: 0.0094 (0.0289) loss_rpn_box_reg: 0.0069 (0.0179) loss_da_image: 0.6702 (0.6643) loss_da_instance: 0.6655 (0.6545) loss_da_consistency: 0.0053 (0.0076) time: 1.1211 (1.1272) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:44:26,936 maskrcnn_benchmark.trainer INFO: eta: 16:06:45 iter: 18540 loss: 1.4785 (1.5617) loss_classifier: 0.0546 (0.0898) loss_box_reg: 0.0518 (0.0985) loss_objectness: 0.0128 (0.0289) loss_rpn_box_reg: 0.0099 (0.0179) loss_da_image: 0.6741 (0.6643) loss_da_instance: 0.6750 (0.6545) loss_da_consistency: 0.0050 (0.0076) time: 1.1201 (1.1272) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:44:49,336 maskrcnn_benchmark.trainer INFO: eta: 16:06:22 iter: 18560 loss: 1.5083 (1.5616) loss_classifier: 0.0715 (0.0898) loss_box_reg: 0.0726 (0.0985) loss_objectness: 0.0148 (0.0289) loss_rpn_box_reg: 0.0137 (0.0179) loss_da_image: 0.6721 (0.6643) loss_da_instance: 0.6572 (0.6545) loss_da_consistency: 0.0072 (0.0076) time: 1.1191 (1.1272) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:45:11,738 maskrcnn_benchmark.trainer INFO: eta: 16:05:59 iter: 18580 loss: 1.5796 (1.5616) loss_classifier: 0.0929 (0.0898) loss_box_reg: 0.0936 (0.0985) loss_objectness: 0.0134 (0.0289) loss_rpn_box_reg: 0.0164 (0.0179) loss_da_image: 0.6708 (0.6643) loss_da_instance: 0.6657 (0.6546) loss_da_consistency: 0.0061 (0.0076) time: 1.1182 (1.1272) data: 0.0756 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:45:34,214 maskrcnn_benchmark.trainer INFO: eta: 16:05:36 iter: 18600 loss: 1.5095 (1.5616) loss_classifier: 0.0682 (0.0898) loss_box_reg: 0.0894 (0.0985) loss_objectness: 0.0148 (0.0289) loss_rpn_box_reg: 0.0096 (0.0179) loss_da_image: 0.6692 (0.6643) loss_da_instance: 0.6724 (0.6546) loss_da_consistency: 0.0062 (0.0076) time: 1.1231 (1.1272) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:45:56,548 maskrcnn_benchmark.trainer INFO: eta: 16:05:13 iter: 18620 loss: 1.5071 (1.5616) loss_classifier: 0.0762 (0.0898) loss_box_reg: 0.0658 (0.0985) loss_objectness: 0.0184 (0.0289) loss_rpn_box_reg: 0.0113 (0.0179) loss_da_image: 0.6730 (0.6644) loss_da_instance: 0.6578 (0.6546) loss_da_consistency: 0.0062 (0.0076) time: 1.1128 (1.1272) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:46:19,005 maskrcnn_benchmark.trainer INFO: eta: 16:04:50 iter: 18640 loss: 1.4737 (1.5616) loss_classifier: 0.0526 (0.0897) loss_box_reg: 0.0619 (0.0985) loss_objectness: 0.0107 (0.0289) loss_rpn_box_reg: 0.0089 (0.0179) loss_da_image: 0.6754 (0.6644) loss_da_instance: 0.6608 (0.6546) loss_da_consistency: 0.0055 (0.0076) time: 1.1233 (1.1272) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:46:41,433 maskrcnn_benchmark.trainer INFO: eta: 16:04:27 iter: 18660 loss: 1.4923 (1.5615) loss_classifier: 0.0604 (0.0897) loss_box_reg: 0.0670 (0.0985) loss_objectness: 0.0112 (0.0289) loss_rpn_box_reg: 0.0092 (0.0179) loss_da_image: 0.6733 (0.6644) loss_da_instance: 0.6584 (0.6546) loss_da_consistency: 0.0066 (0.0076) time: 1.1219 (1.1271) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:47:03,923 maskrcnn_benchmark.trainer INFO: eta: 16:04:05 iter: 18680 loss: 1.4947 (1.5615) loss_classifier: 0.0625 (0.0897) loss_box_reg: 0.0833 (0.0984) loss_objectness: 0.0107 (0.0289) loss_rpn_box_reg: 0.0051 (0.0179) loss_da_image: 0.6743 (0.6644) loss_da_instance: 0.6648 (0.6546) loss_da_consistency: 0.0058 (0.0076) time: 1.1232 (1.1271) data: 0.0757 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:47:26,607 maskrcnn_benchmark.trainer INFO: eta: 16:03:42 iter: 18700 loss: 1.4355 (1.5614) loss_classifier: 0.0309 (0.0897) loss_box_reg: 0.0318 (0.0984) loss_objectness: 0.0090 (0.0288) loss_rpn_box_reg: 0.0036 (0.0179) loss_da_image: 0.6779 (0.6644) loss_da_instance: 0.6639 (0.6546) loss_da_consistency: 0.0059 (0.0076) time: 1.1294 (1.1272) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:47:49,349 maskrcnn_benchmark.trainer INFO: eta: 16:03:20 iter: 18720 loss: 1.4873 (1.5614) loss_classifier: 0.0669 (0.0896) loss_box_reg: 0.0687 (0.0984) loss_objectness: 0.0135 (0.0288) loss_rpn_box_reg: 0.0074 (0.0179) loss_da_image: 0.6755 (0.6644) loss_da_instance: 0.6639 (0.6546) loss_da_consistency: 0.0067 (0.0076) time: 1.1281 (1.1272) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:48:11,862 maskrcnn_benchmark.trainer INFO: eta: 16:02:58 iter: 18740 loss: 1.4994 (1.5613) loss_classifier: 0.0553 (0.0896) loss_box_reg: 0.0616 (0.0984) loss_objectness: 0.0054 (0.0288) loss_rpn_box_reg: 0.0127 (0.0179) loss_da_image: 0.6703 (0.6644) loss_da_instance: 0.6651 (0.6546) loss_da_consistency: 0.0060 (0.0076) time: 1.1235 (1.1272) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:48:34,375 maskrcnn_benchmark.trainer INFO: eta: 16:02:35 iter: 18760 loss: 1.4962 (1.5613) loss_classifier: 0.0527 (0.0896) loss_box_reg: 0.0619 (0.0984) loss_objectness: 0.0114 (0.0288) loss_rpn_box_reg: 0.0100 (0.0179) loss_da_image: 0.6781 (0.6644) loss_da_instance: 0.6634 (0.6546) loss_da_consistency: 0.0055 (0.0076) time: 1.1250 (1.1272) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:48:56,751 maskrcnn_benchmark.trainer INFO: eta: 16:02:12 iter: 18780 loss: 1.4984 (1.5613) loss_classifier: 0.0577 (0.0896) loss_box_reg: 0.0670 (0.0983) loss_objectness: 0.0160 (0.0288) loss_rpn_box_reg: 0.0088 (0.0179) loss_da_image: 0.6742 (0.6644) loss_da_instance: 0.6720 (0.6547) loss_da_consistency: 0.0053 (0.0076) time: 1.1177 (1.1271) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:49:19,649 maskrcnn_benchmark.trainer INFO: eta: 16:01:51 iter: 18800 loss: 1.5333 (1.5613) loss_classifier: 0.0684 (0.0896) loss_box_reg: 0.0852 (0.0983) loss_objectness: 0.0226 (0.0288) loss_rpn_box_reg: 0.0091 (0.0179) loss_da_image: 0.6750 (0.6645) loss_da_instance: 0.6592 (0.6547) loss_da_consistency: 0.0075 (0.0076) time: 1.1202 (1.1272) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:49:42,106 maskrcnn_benchmark.trainer INFO: eta: 16:01:28 iter: 18820 loss: 1.5453 (1.5613) loss_classifier: 0.0783 (0.0896) loss_box_reg: 0.1058 (0.0983) loss_objectness: 0.0198 (0.0288) loss_rpn_box_reg: 0.0126 (0.0179) loss_da_image: 0.6696 (0.6645) loss_da_instance: 0.6506 (0.6547) loss_da_consistency: 0.0059 (0.0076) time: 1.1242 (1.1272) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:50:04,615 maskrcnn_benchmark.trainer INFO: eta: 16:01:05 iter: 18840 loss: 1.5249 (1.5613) loss_classifier: 0.0732 (0.0896) loss_box_reg: 0.0832 (0.0983) loss_objectness: 0.0235 (0.0288) loss_rpn_box_reg: 0.0162 (0.0179) loss_da_image: 0.6737 (0.6645) loss_da_instance: 0.6557 (0.6547) loss_da_consistency: 0.0068 (0.0076) time: 1.1253 (1.1272) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:50:27,067 maskrcnn_benchmark.trainer INFO: eta: 16:00:42 iter: 18860 loss: 1.5378 (1.5613) loss_classifier: 0.0757 (0.0896) loss_box_reg: 0.0590 (0.0983) loss_objectness: 0.0105 (0.0288) loss_rpn_box_reg: 0.0086 (0.0179) loss_da_image: 0.6673 (0.6645) loss_da_instance: 0.6719 (0.6547) loss_da_consistency: 0.0062 (0.0076) time: 1.1210 (1.1272) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:50:49,546 maskrcnn_benchmark.trainer INFO: eta: 16:00:20 iter: 18880 loss: 1.5176 (1.5613) loss_classifier: 0.0659 (0.0895) loss_box_reg: 0.0437 (0.0983) loss_objectness: 0.0100 (0.0288) loss_rpn_box_reg: 0.0083 (0.0179) loss_da_image: 0.6675 (0.6645) loss_da_instance: 0.6713 (0.6547) loss_da_consistency: 0.0067 (0.0076) time: 1.1229 (1.1272) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:51:12,038 maskrcnn_benchmark.trainer INFO: eta: 15:59:57 iter: 18900 loss: 1.5178 (1.5612) loss_classifier: 0.0709 (0.0895) loss_box_reg: 0.0791 (0.0983) loss_objectness: 0.0137 (0.0288) loss_rpn_box_reg: 0.0080 (0.0179) loss_da_image: 0.6762 (0.6645) loss_da_instance: 0.6613 (0.6547) loss_da_consistency: 0.0067 (0.0076) time: 1.1248 (1.1272) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:51:34,449 maskrcnn_benchmark.trainer INFO: eta: 15:59:34 iter: 18920 loss: 1.4884 (1.5612) loss_classifier: 0.0702 (0.0895) loss_box_reg: 0.0643 (0.0982) loss_objectness: 0.0147 (0.0288) loss_rpn_box_reg: 0.0077 (0.0178) loss_da_image: 0.6718 (0.6645) loss_da_instance: 0.6554 (0.6547) loss_da_consistency: 0.0061 (0.0076) time: 1.1182 (1.1271) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:51:56,920 maskrcnn_benchmark.trainer INFO: eta: 15:59:11 iter: 18940 loss: 1.5197 (1.5612) loss_classifier: 0.0615 (0.0895) loss_box_reg: 0.0675 (0.0982) loss_objectness: 0.0113 (0.0288) loss_rpn_box_reg: 0.0104 (0.0178) loss_da_image: 0.6788 (0.6645) loss_da_instance: 0.6693 (0.6547) loss_da_consistency: 0.0049 (0.0076) time: 1.1231 (1.1271) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:52:19,329 maskrcnn_benchmark.trainer INFO: eta: 15:58:48 iter: 18960 loss: 1.5016 (1.5612) loss_classifier: 0.0539 (0.0895) loss_box_reg: 0.0570 (0.0982) loss_objectness: 0.0106 (0.0288) loss_rpn_box_reg: 0.0116 (0.0178) loss_da_image: 0.6753 (0.6645) loss_da_instance: 0.6675 (0.6547) loss_da_consistency: 0.0057 (0.0076) time: 1.1222 (1.1271) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:52:41,757 maskrcnn_benchmark.trainer INFO: eta: 15:58:26 iter: 18980 loss: 1.4633 (1.5611) loss_classifier: 0.0497 (0.0894) loss_box_reg: 0.0718 (0.0982) loss_objectness: 0.0107 (0.0287) loss_rpn_box_reg: 0.0084 (0.0178) loss_da_image: 0.6723 (0.6645) loss_da_instance: 0.6653 (0.6548) loss_da_consistency: 0.0058 (0.0076) time: 1.1224 (1.1271) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:53:04,178 maskrcnn_benchmark.trainer INFO: eta: 15:58:03 iter: 19000 loss: 1.5590 (1.5611) loss_classifier: 0.0841 (0.0894) loss_box_reg: 0.0844 (0.0982) loss_objectness: 0.0188 (0.0287) loss_rpn_box_reg: 0.0106 (0.0178) loss_da_image: 0.6771 (0.6646) loss_da_instance: 0.6670 (0.6548) loss_da_consistency: 0.0054 (0.0076) time: 1.1199 (1.1271) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:53:26,610 maskrcnn_benchmark.trainer INFO: eta: 15:57:40 iter: 19020 loss: 1.5100 (1.5611) loss_classifier: 0.0596 (0.0894) loss_box_reg: 0.0802 (0.0982) loss_objectness: 0.0112 (0.0287) loss_rpn_box_reg: 0.0116 (0.0178) loss_da_image: 0.6705 (0.6646) loss_da_instance: 0.6500 (0.6548) loss_da_consistency: 0.0077 (0.0076) time: 1.1184 (1.1271) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:53:49,070 maskrcnn_benchmark.trainer INFO: eta: 15:57:17 iter: 19040 loss: 1.4887 (1.5610) loss_classifier: 0.0543 (0.0894) loss_box_reg: 0.0751 (0.0981) loss_objectness: 0.0149 (0.0287) loss_rpn_box_reg: 0.0093 (0.0178) loss_da_image: 0.6716 (0.6646) loss_da_instance: 0.6526 (0.6548) loss_da_consistency: 0.0058 (0.0076) time: 1.1208 (1.1271) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:54:11,452 maskrcnn_benchmark.trainer INFO: eta: 15:56:54 iter: 19060 loss: 1.4723 (1.5609) loss_classifier: 0.0501 (0.0894) loss_box_reg: 0.0452 (0.0981) loss_objectness: 0.0080 (0.0287) loss_rpn_box_reg: 0.0041 (0.0178) loss_da_image: 0.6657 (0.6646) loss_da_instance: 0.6614 (0.6548) loss_da_consistency: 0.0054 (0.0076) time: 1.1207 (1.1271) data: 0.0761 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:54:33,855 maskrcnn_benchmark.trainer INFO: eta: 15:56:31 iter: 19080 loss: 1.5300 (1.5609) loss_classifier: 0.0859 (0.0894) loss_box_reg: 0.0755 (0.0981) loss_objectness: 0.0162 (0.0287) loss_rpn_box_reg: 0.0137 (0.0178) loss_da_image: 0.6707 (0.6646) loss_da_instance: 0.6518 (0.6548) loss_da_consistency: 0.0071 (0.0076) time: 1.1210 (1.1271) data: 0.0758 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:54:56,253 maskrcnn_benchmark.trainer INFO: eta: 15:56:08 iter: 19100 loss: 1.4645 (1.5608) loss_classifier: 0.0448 (0.0893) loss_box_reg: 0.0652 (0.0981) loss_objectness: 0.0108 (0.0287) loss_rpn_box_reg: 0.0050 (0.0178) loss_da_image: 0.6680 (0.6646) loss_da_instance: 0.6624 (0.6548) loss_da_consistency: 0.0062 (0.0076) time: 1.1193 (1.1271) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:55:18,668 maskrcnn_benchmark.trainer INFO: eta: 15:55:45 iter: 19120 loss: 1.5180 (1.5608) loss_classifier: 0.0513 (0.0893) loss_box_reg: 0.0759 (0.0981) loss_objectness: 0.0118 (0.0287) loss_rpn_box_reg: 0.0056 (0.0178) loss_da_image: 0.6781 (0.6646) loss_da_instance: 0.6618 (0.6548) loss_da_consistency: 0.0058 (0.0076) time: 1.1206 (1.1271) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:55:41,089 maskrcnn_benchmark.trainer INFO: eta: 15:55:23 iter: 19140 loss: 1.4901 (1.5608) loss_classifier: 0.0489 (0.0893) loss_box_reg: 0.0578 (0.0981) loss_objectness: 0.0044 (0.0287) loss_rpn_box_reg: 0.0056 (0.0178) loss_da_image: 0.6770 (0.6646) loss_da_instance: 0.6576 (0.6548) loss_da_consistency: 0.0067 (0.0076) time: 1.1164 (1.1271) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:56:03,699 maskrcnn_benchmark.trainer INFO: eta: 15:55:00 iter: 19160 loss: 1.5023 (1.5607) loss_classifier: 0.0634 (0.0893) loss_box_reg: 0.0704 (0.0980) loss_objectness: 0.0100 (0.0286) loss_rpn_box_reg: 0.0119 (0.0178) loss_da_image: 0.6741 (0.6646) loss_da_instance: 0.6540 (0.6548) loss_da_consistency: 0.0067 (0.0076) time: 1.1233 (1.1271) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:56:26,162 maskrcnn_benchmark.trainer INFO: eta: 15:54:37 iter: 19180 loss: 1.4773 (1.5607) loss_classifier: 0.0506 (0.0892) loss_box_reg: 0.0635 (0.0980) loss_objectness: 0.0094 (0.0286) loss_rpn_box_reg: 0.0058 (0.0178) loss_da_image: 0.6750 (0.6646) loss_da_instance: 0.6644 (0.6548) loss_da_consistency: 0.0068 (0.0076) time: 1.1250 (1.1271) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:56:48,687 maskrcnn_benchmark.trainer INFO: eta: 15:54:15 iter: 19200 loss: 1.5356 (1.5606) loss_classifier: 0.0637 (0.0892) loss_box_reg: 0.0634 (0.0980) loss_objectness: 0.0107 (0.0286) loss_rpn_box_reg: 0.0068 (0.0178) loss_da_image: 0.6778 (0.6646) loss_da_instance: 0.6643 (0.6548) loss_da_consistency: 0.0057 (0.0076) time: 1.1251 (1.1271) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:57:11,121 maskrcnn_benchmark.trainer INFO: eta: 15:53:52 iter: 19220 loss: 1.5008 (1.5606) loss_classifier: 0.0582 (0.0892) loss_box_reg: 0.0590 (0.0980) loss_objectness: 0.0060 (0.0286) loss_rpn_box_reg: 0.0121 (0.0178) loss_da_image: 0.6795 (0.6647) loss_da_instance: 0.6706 (0.6549) loss_da_consistency: 0.0056 (0.0076) time: 1.1227 (1.1271) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:57:33,664 maskrcnn_benchmark.trainer INFO: eta: 15:53:29 iter: 19240 loss: 1.5705 (1.5606) loss_classifier: 0.0889 (0.0892) loss_box_reg: 0.0837 (0.0980) loss_objectness: 0.0130 (0.0286) loss_rpn_box_reg: 0.0091 (0.0178) loss_da_image: 0.6795 (0.6647) loss_da_instance: 0.6677 (0.6549) loss_da_consistency: 0.0056 (0.0076) time: 1.1286 (1.1271) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:57:56,153 maskrcnn_benchmark.trainer INFO: eta: 15:53:07 iter: 19260 loss: 1.4478 (1.5606) loss_classifier: 0.0400 (0.0892) loss_box_reg: 0.0403 (0.0979) loss_objectness: 0.0107 (0.0286) loss_rpn_box_reg: 0.0051 (0.0177) loss_da_image: 0.6800 (0.6647) loss_da_instance: 0.6671 (0.6549) loss_da_consistency: 0.0053 (0.0076) time: 1.1262 (1.1271) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:58:18,606 maskrcnn_benchmark.trainer INFO: eta: 15:52:44 iter: 19280 loss: 1.5366 (1.5606) loss_classifier: 0.0642 (0.0892) loss_box_reg: 0.0706 (0.0979) loss_objectness: 0.0130 (0.0286) loss_rpn_box_reg: 0.0141 (0.0177) loss_da_image: 0.6754 (0.6647) loss_da_instance: 0.6716 (0.6549) loss_da_consistency: 0.0067 (0.0076) time: 1.1212 (1.1271) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:58:41,069 maskrcnn_benchmark.trainer INFO: eta: 15:52:21 iter: 19300 loss: 1.4937 (1.5605) loss_classifier: 0.0601 (0.0891) loss_box_reg: 0.0652 (0.0979) loss_objectness: 0.0109 (0.0285) loss_rpn_box_reg: 0.0072 (0.0177) loss_da_image: 0.6756 (0.6647) loss_da_instance: 0.6684 (0.6549) loss_da_consistency: 0.0060 (0.0076) time: 1.1225 (1.1271) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:59:03,512 maskrcnn_benchmark.trainer INFO: eta: 15:51:58 iter: 19320 loss: 1.5481 (1.5605) loss_classifier: 0.0901 (0.0891) loss_box_reg: 0.0876 (0.0979) loss_objectness: 0.0132 (0.0285) loss_rpn_box_reg: 0.0089 (0.0177) loss_da_image: 0.6813 (0.6647) loss_da_instance: 0.6589 (0.6549) loss_da_consistency: 0.0061 (0.0076) time: 1.1209 (1.1271) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:59:25,874 maskrcnn_benchmark.trainer INFO: eta: 15:51:35 iter: 19340 loss: 1.4834 (1.5605) loss_classifier: 0.0594 (0.0891) loss_box_reg: 0.0704 (0.0979) loss_objectness: 0.0085 (0.0285) loss_rpn_box_reg: 0.0097 (0.0177) loss_da_image: 0.6680 (0.6647) loss_da_instance: 0.6562 (0.6549) loss_da_consistency: 0.0060 (0.0076) time: 1.1191 (1.1270) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 15:59:48,345 maskrcnn_benchmark.trainer INFO: eta: 15:51:13 iter: 19360 loss: 1.4857 (1.5604) loss_classifier: 0.0373 (0.0891) loss_box_reg: 0.0566 (0.0978) loss_objectness: 0.0079 (0.0285) loss_rpn_box_reg: 0.0063 (0.0177) loss_da_image: 0.6697 (0.6648) loss_da_instance: 0.6632 (0.6549) loss_da_consistency: 0.0067 (0.0076) time: 1.1229 (1.1270) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:00:10,748 maskrcnn_benchmark.trainer INFO: eta: 15:50:50 iter: 19380 loss: 1.4504 (1.5604) loss_classifier: 0.0433 (0.0891) loss_box_reg: 0.0399 (0.0978) loss_objectness: 0.0091 (0.0285) loss_rpn_box_reg: 0.0048 (0.0177) loss_da_image: 0.6737 (0.6648) loss_da_instance: 0.6548 (0.6549) loss_da_consistency: 0.0062 (0.0076) time: 1.1189 (1.1270) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:00:33,184 maskrcnn_benchmark.trainer INFO: eta: 15:50:27 iter: 19400 loss: 1.5091 (1.5603) loss_classifier: 0.0805 (0.0891) loss_box_reg: 0.0791 (0.0978) loss_objectness: 0.0118 (0.0285) loss_rpn_box_reg: 0.0162 (0.0177) loss_da_image: 0.6749 (0.6648) loss_da_instance: 0.6610 (0.6549) loss_da_consistency: 0.0065 (0.0076) time: 1.1214 (1.1270) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:00:55,699 maskrcnn_benchmark.trainer INFO: eta: 15:50:04 iter: 19420 loss: 1.4835 (1.5603) loss_classifier: 0.0627 (0.0890) loss_box_reg: 0.0576 (0.0978) loss_objectness: 0.0133 (0.0285) loss_rpn_box_reg: 0.0089 (0.0177) loss_da_image: 0.6691 (0.6648) loss_da_instance: 0.6426 (0.6549) loss_da_consistency: 0.0064 (0.0076) time: 1.1245 (1.1270) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:01:18,125 maskrcnn_benchmark.trainer INFO: eta: 15:49:42 iter: 19440 loss: 1.4570 (1.5602) loss_classifier: 0.0441 (0.0890) loss_box_reg: 0.0522 (0.0977) loss_objectness: 0.0087 (0.0285) loss_rpn_box_reg: 0.0067 (0.0177) loss_da_image: 0.6763 (0.6648) loss_da_instance: 0.6736 (0.6550) loss_da_consistency: 0.0067 (0.0076) time: 1.1200 (1.1270) data: 0.0747 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:01:40,535 maskrcnn_benchmark.trainer INFO: eta: 15:49:19 iter: 19460 loss: 1.5217 (1.5602) loss_classifier: 0.0610 (0.0890) loss_box_reg: 0.0634 (0.0977) loss_objectness: 0.0119 (0.0285) loss_rpn_box_reg: 0.0089 (0.0177) loss_da_image: 0.6807 (0.6648) loss_da_instance: 0.6710 (0.6550) loss_da_consistency: 0.0055 (0.0076) time: 1.1182 (1.1270) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:02:02,960 maskrcnn_benchmark.trainer INFO: eta: 15:48:56 iter: 19480 loss: 1.5292 (1.5602) loss_classifier: 0.0844 (0.0890) loss_box_reg: 0.0849 (0.0977) loss_objectness: 0.0136 (0.0284) loss_rpn_box_reg: 0.0148 (0.0177) loss_da_image: 0.6783 (0.6648) loss_da_instance: 0.6594 (0.6550) loss_da_consistency: 0.0078 (0.0076) time: 1.1206 (1.1270) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:02:25,486 maskrcnn_benchmark.trainer INFO: eta: 15:48:33 iter: 19500 loss: 1.5211 (1.5602) loss_classifier: 0.0665 (0.0890) loss_box_reg: 0.0696 (0.0977) loss_objectness: 0.0095 (0.0284) loss_rpn_box_reg: 0.0078 (0.0177) loss_da_image: 0.6684 (0.6648) loss_da_instance: 0.6697 (0.6550) loss_da_consistency: 0.0063 (0.0076) time: 1.1259 (1.1270) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:02:47,890 maskrcnn_benchmark.trainer INFO: eta: 15:48:10 iter: 19520 loss: 1.4688 (1.5601) loss_classifier: 0.0478 (0.0890) loss_box_reg: 0.0534 (0.0977) loss_objectness: 0.0075 (0.0284) loss_rpn_box_reg: 0.0061 (0.0177) loss_da_image: 0.6740 (0.6648) loss_da_instance: 0.6594 (0.6550) loss_da_consistency: 0.0064 (0.0075) time: 1.1207 (1.1270) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:03:10,369 maskrcnn_benchmark.trainer INFO: eta: 15:47:48 iter: 19540 loss: 1.5182 (1.5601) loss_classifier: 0.0710 (0.0889) loss_box_reg: 0.0914 (0.0977) loss_objectness: 0.0133 (0.0284) loss_rpn_box_reg: 0.0084 (0.0177) loss_da_image: 0.6760 (0.6649) loss_da_instance: 0.6483 (0.6550) loss_da_consistency: 0.0059 (0.0075) time: 1.1221 (1.1270) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:03:32,810 maskrcnn_benchmark.trainer INFO: eta: 15:47:25 iter: 19560 loss: 1.4856 (1.5600) loss_classifier: 0.0539 (0.0889) loss_box_reg: 0.0528 (0.0976) loss_objectness: 0.0078 (0.0284) loss_rpn_box_reg: 0.0055 (0.0177) loss_da_image: 0.6752 (0.6649) loss_da_instance: 0.6438 (0.6550) loss_da_consistency: 0.0068 (0.0075) time: 1.1189 (1.1270) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:03:55,114 maskrcnn_benchmark.trainer INFO: eta: 15:47:02 iter: 19580 loss: 1.5210 (1.5600) loss_classifier: 0.0651 (0.0889) loss_box_reg: 0.0601 (0.0976) loss_objectness: 0.0102 (0.0284) loss_rpn_box_reg: 0.0065 (0.0177) loss_da_image: 0.6823 (0.6649) loss_da_instance: 0.6661 (0.6550) loss_da_consistency: 0.0063 (0.0075) time: 1.1158 (1.1270) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:04:17,496 maskrcnn_benchmark.trainer INFO: eta: 15:46:39 iter: 19600 loss: 1.4811 (1.5599) loss_classifier: 0.0580 (0.0889) loss_box_reg: 0.0565 (0.0976) loss_objectness: 0.0141 (0.0284) loss_rpn_box_reg: 0.0060 (0.0177) loss_da_image: 0.6780 (0.6649) loss_da_instance: 0.6624 (0.6550) loss_da_consistency: 0.0059 (0.0075) time: 1.1183 (1.1270) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:04:39,958 maskrcnn_benchmark.trainer INFO: eta: 15:46:16 iter: 19620 loss: 1.5207 (1.5599) loss_classifier: 0.0539 (0.0889) loss_box_reg: 0.0619 (0.0976) loss_objectness: 0.0112 (0.0283) loss_rpn_box_reg: 0.0071 (0.0177) loss_da_image: 0.6738 (0.6649) loss_da_instance: 0.6556 (0.6550) loss_da_consistency: 0.0066 (0.0075) time: 1.1258 (1.1270) data: 0.0760 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:05:02,385 maskrcnn_benchmark.trainer INFO: eta: 15:45:53 iter: 19640 loss: 1.5242 (1.5599) loss_classifier: 0.0641 (0.0888) loss_box_reg: 0.0862 (0.0976) loss_objectness: 0.0065 (0.0283) loss_rpn_box_reg: 0.0088 (0.0176) loss_da_image: 0.6805 (0.6649) loss_da_instance: 0.6646 (0.6550) loss_da_consistency: 0.0069 (0.0075) time: 1.1212 (1.1270) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:05:24,839 maskrcnn_benchmark.trainer INFO: eta: 15:45:30 iter: 19660 loss: 1.5500 (1.5599) loss_classifier: 0.0678 (0.0888) loss_box_reg: 0.0817 (0.0975) loss_objectness: 0.0152 (0.0283) loss_rpn_box_reg: 0.0155 (0.0176) loss_da_image: 0.6751 (0.6649) loss_da_instance: 0.6542 (0.6551) loss_da_consistency: 0.0059 (0.0075) time: 1.1217 (1.1270) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:05:47,333 maskrcnn_benchmark.trainer INFO: eta: 15:45:08 iter: 19680 loss: 1.5204 (1.5598) loss_classifier: 0.0528 (0.0888) loss_box_reg: 0.0726 (0.0975) loss_objectness: 0.0105 (0.0283) loss_rpn_box_reg: 0.0085 (0.0176) loss_da_image: 0.6731 (0.6649) loss_da_instance: 0.6570 (0.6551) loss_da_consistency: 0.0068 (0.0075) time: 1.1234 (1.1270) data: 0.0749 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:06:09,822 maskrcnn_benchmark.trainer INFO: eta: 15:44:45 iter: 19700 loss: 1.5406 (1.5598) loss_classifier: 0.0756 (0.0888) loss_box_reg: 0.0789 (0.0975) loss_objectness: 0.0146 (0.0283) loss_rpn_box_reg: 0.0136 (0.0176) loss_da_image: 0.6796 (0.6650) loss_da_instance: 0.6573 (0.6551) loss_da_consistency: 0.0062 (0.0075) time: 1.1247 (1.1270) data: 0.0804 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:06:32,206 maskrcnn_benchmark.trainer INFO: eta: 15:44:22 iter: 19720 loss: 1.4587 (1.5598) loss_classifier: 0.0476 (0.0888) loss_box_reg: 0.0523 (0.0975) loss_objectness: 0.0097 (0.0283) loss_rpn_box_reg: 0.0088 (0.0176) loss_da_image: 0.6675 (0.6650) loss_da_instance: 0.6650 (0.6551) loss_da_consistency: 0.0053 (0.0075) time: 1.1174 (1.1269) data: 0.0750 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:06:54,566 maskrcnn_benchmark.trainer INFO: eta: 15:43:59 iter: 19740 loss: 1.4454 (1.5597) loss_classifier: 0.0375 (0.0887) loss_box_reg: 0.0424 (0.0974) loss_objectness: 0.0088 (0.0283) loss_rpn_box_reg: 0.0073 (0.0176) loss_da_image: 0.6768 (0.6650) loss_da_instance: 0.6672 (0.6551) loss_da_consistency: 0.0048 (0.0075) time: 1.1186 (1.1269) data: 0.0758 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:07:16,977 maskrcnn_benchmark.trainer INFO: eta: 15:43:36 iter: 19760 loss: 1.5061 (1.5596) loss_classifier: 0.0594 (0.0887) loss_box_reg: 0.0659 (0.0974) loss_objectness: 0.0117 (0.0283) loss_rpn_box_reg: 0.0102 (0.0176) loss_da_image: 0.6768 (0.6650) loss_da_instance: 0.6626 (0.6551) loss_da_consistency: 0.0057 (0.0075) time: 1.1195 (1.1269) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:07:39,419 maskrcnn_benchmark.trainer INFO: eta: 15:43:14 iter: 19780 loss: 1.5051 (1.5596) loss_classifier: 0.0780 (0.0887) loss_box_reg: 0.0715 (0.0974) loss_objectness: 0.0150 (0.0282) loss_rpn_box_reg: 0.0120 (0.0176) loss_da_image: 0.6640 (0.6650) loss_da_instance: 0.6682 (0.6551) loss_da_consistency: 0.0062 (0.0075) time: 1.1208 (1.1269) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:08:02,036 maskrcnn_benchmark.trainer INFO: eta: 15:42:51 iter: 19800 loss: 1.5693 (1.5596) loss_classifier: 0.0904 (0.0887) loss_box_reg: 0.0822 (0.0974) loss_objectness: 0.0145 (0.0282) loss_rpn_box_reg: 0.0106 (0.0176) loss_da_image: 0.6766 (0.6650) loss_da_instance: 0.6667 (0.6551) loss_da_consistency: 0.0056 (0.0075) time: 1.1228 (1.1269) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:08:24,423 maskrcnn_benchmark.trainer INFO: eta: 15:42:28 iter: 19820 loss: 1.5005 (1.5596) loss_classifier: 0.0666 (0.0887) loss_box_reg: 0.0727 (0.0974) loss_objectness: 0.0154 (0.0282) loss_rpn_box_reg: 0.0135 (0.0176) loss_da_image: 0.6775 (0.6650) loss_da_instance: 0.6666 (0.6551) loss_da_consistency: 0.0055 (0.0075) time: 1.1198 (1.1269) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:08:46,882 maskrcnn_benchmark.trainer INFO: eta: 15:42:06 iter: 19840 loss: 1.5242 (1.5596) loss_classifier: 0.0587 (0.0886) loss_box_reg: 0.0520 (0.0974) loss_objectness: 0.0130 (0.0282) loss_rpn_box_reg: 0.0104 (0.0176) loss_da_image: 0.6761 (0.6650) loss_da_instance: 0.6590 (0.6552) loss_da_consistency: 0.0060 (0.0075) time: 1.1212 (1.1269) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:09:09,252 maskrcnn_benchmark.trainer INFO: eta: 15:41:43 iter: 19860 loss: 1.5258 (1.5596) loss_classifier: 0.0561 (0.0886) loss_box_reg: 0.0716 (0.0974) loss_objectness: 0.0111 (0.0282) loss_rpn_box_reg: 0.0097 (0.0176) loss_da_image: 0.6792 (0.6650) loss_da_instance: 0.6752 (0.6552) loss_da_consistency: 0.0061 (0.0075) time: 1.1194 (1.1269) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:09:31,619 maskrcnn_benchmark.trainer INFO: eta: 15:41:20 iter: 19880 loss: 1.4912 (1.5595) loss_classifier: 0.0515 (0.0886) loss_box_reg: 0.0591 (0.0973) loss_objectness: 0.0057 (0.0282) loss_rpn_box_reg: 0.0070 (0.0176) loss_da_image: 0.6779 (0.6651) loss_da_instance: 0.6604 (0.6552) loss_da_consistency: 0.0063 (0.0075) time: 1.1179 (1.1269) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:09:53,989 maskrcnn_benchmark.trainer INFO: eta: 15:40:57 iter: 19900 loss: 1.4594 (1.5595) loss_classifier: 0.0504 (0.0886) loss_box_reg: 0.0623 (0.0973) loss_objectness: 0.0085 (0.0282) loss_rpn_box_reg: 0.0056 (0.0176) loss_da_image: 0.6746 (0.6651) loss_da_instance: 0.6514 (0.6552) loss_da_consistency: 0.0064 (0.0075) time: 1.1144 (1.1269) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:10:16,405 maskrcnn_benchmark.trainer INFO: eta: 15:40:34 iter: 19920 loss: 1.5837 (1.5595) loss_classifier: 0.0815 (0.0886) loss_box_reg: 0.1217 (0.0973) loss_objectness: 0.0147 (0.0282) loss_rpn_box_reg: 0.0094 (0.0176) loss_da_image: 0.6812 (0.6651) loss_da_instance: 0.6601 (0.6552) loss_da_consistency: 0.0077 (0.0075) time: 1.1180 (1.1269) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:10:38,803 maskrcnn_benchmark.trainer INFO: eta: 15:40:11 iter: 19940 loss: 1.5272 (1.5595) loss_classifier: 0.0630 (0.0886) loss_box_reg: 0.0752 (0.0973) loss_objectness: 0.0099 (0.0282) loss_rpn_box_reg: 0.0052 (0.0176) loss_da_image: 0.6703 (0.6651) loss_da_instance: 0.6762 (0.6552) loss_da_consistency: 0.0067 (0.0075) time: 1.1196 (1.1269) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:11:01,772 maskrcnn_benchmark.trainer INFO: eta: 15:39:49 iter: 19960 loss: 1.5068 (1.5594) loss_classifier: 0.0565 (0.0886) loss_box_reg: 0.0861 (0.0973) loss_objectness: 0.0128 (0.0282) loss_rpn_box_reg: 0.0068 (0.0176) loss_da_image: 0.6349 (0.6651) loss_da_instance: 0.6565 (0.6552) loss_da_consistency: 0.0067 (0.0075) time: 1.1239 (1.1269) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:11:24,143 maskrcnn_benchmark.trainer INFO: eta: 15:39:27 iter: 19980 loss: 1.4408 (1.5593) loss_classifier: 0.0559 (0.0885) loss_box_reg: 0.0538 (0.0973) loss_objectness: 0.0072 (0.0281) loss_rpn_box_reg: 0.0049 (0.0176) loss_da_image: 0.6529 (0.6650) loss_da_instance: 0.6593 (0.6552) loss_da_consistency: 0.0070 (0.0075) time: 1.1177 (1.1269) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:11:46,525 maskrcnn_benchmark.trainer INFO: eta: 15:39:04 iter: 20000 loss: 1.4720 (1.5593) loss_classifier: 0.0525 (0.0885) loss_box_reg: 0.0743 (0.0973) loss_objectness: 0.0080 (0.0281) loss_rpn_box_reg: 0.0073 (0.0176) loss_da_image: 0.6608 (0.6650) loss_da_instance: 0.6570 (0.6552) loss_da_consistency: 0.0075 (0.0075) time: 1.1170 (1.1269) data: 0.0757 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:11:46,527 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0020000.pth
2019-10-03 16:12:09,456 maskrcnn_benchmark.trainer INFO: eta: 15:38:42 iter: 20020 loss: 1.5155 (1.5593) loss_classifier: 0.0713 (0.0885) loss_box_reg: 0.0763 (0.0973) loss_objectness: 0.0161 (0.0281) loss_rpn_box_reg: 0.0125 (0.0176) loss_da_image: 0.6711 (0.6651) loss_da_instance: 0.6527 (0.6552) loss_da_consistency: 0.0072 (0.0075) time: 1.1198 (1.1269) data: 0.0793 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:12:31,956 maskrcnn_benchmark.trainer INFO: eta: 15:38:19 iter: 20040 loss: 1.5424 (1.5593) loss_classifier: 0.0838 (0.0885) loss_box_reg: 0.0975 (0.0973) loss_objectness: 0.0191 (0.0281) loss_rpn_box_reg: 0.0155 (0.0176) loss_da_image: 0.6697 (0.6651) loss_da_instance: 0.6454 (0.6552) loss_da_consistency: 0.0064 (0.0075) time: 1.1239 (1.1269) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:12:54,394 maskrcnn_benchmark.trainer INFO: eta: 15:37:57 iter: 20060 loss: 1.4949 (1.5592) loss_classifier: 0.0673 (0.0885) loss_box_reg: 0.0712 (0.0973) loss_objectness: 0.0111 (0.0281) loss_rpn_box_reg: 0.0066 (0.0176) loss_da_image: 0.6753 (0.6651) loss_da_instance: 0.6470 (0.6552) loss_da_consistency: 0.0071 (0.0075) time: 1.1199 (1.1269) data: 0.0808 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:13:17,009 maskrcnn_benchmark.trainer INFO: eta: 15:37:34 iter: 20080 loss: 1.5377 (1.5592) loss_classifier: 0.0703 (0.0885) loss_box_reg: 0.0850 (0.0972) loss_objectness: 0.0113 (0.0281) loss_rpn_box_reg: 0.0092 (0.0176) loss_da_image: 0.6737 (0.6651) loss_da_instance: 0.6714 (0.6552) loss_da_consistency: 0.0061 (0.0075) time: 1.1248 (1.1269) data: 0.0775 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:13:39,486 maskrcnn_benchmark.trainer INFO: eta: 15:37:12 iter: 20100 loss: 1.4902 (1.5592) loss_classifier: 0.0548 (0.0885) loss_box_reg: 0.0513 (0.0972) loss_objectness: 0.0065 (0.0281) loss_rpn_box_reg: 0.0085 (0.0176) loss_da_image: 0.6760 (0.6651) loss_da_instance: 0.6629 (0.6552) loss_da_consistency: 0.0054 (0.0075) time: 1.1241 (1.1269) data: 0.0792 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:14:01,899 maskrcnn_benchmark.trainer INFO: eta: 15:36:49 iter: 20120 loss: 1.4580 (1.5591) loss_classifier: 0.0516 (0.0884) loss_box_reg: 0.0435 (0.0972) loss_objectness: 0.0109 (0.0281) loss_rpn_box_reg: 0.0076 (0.0176) loss_da_image: 0.6764 (0.6651) loss_da_instance: 0.6691 (0.6553) loss_da_consistency: 0.0056 (0.0075) time: 1.1200 (1.1269) data: 0.0774 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:14:24,503 maskrcnn_benchmark.trainer INFO: eta: 15:36:26 iter: 20140 loss: 1.4864 (1.5591) loss_classifier: 0.0550 (0.0884) loss_box_reg: 0.0560 (0.0972) loss_objectness: 0.0218 (0.0281) loss_rpn_box_reg: 0.0063 (0.0176) loss_da_image: 0.6703 (0.6651) loss_da_instance: 0.6668 (0.6553) loss_da_consistency: 0.0062 (0.0075) time: 1.1301 (1.1269) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:14:47,320 maskrcnn_benchmark.trainer INFO: eta: 15:36:05 iter: 20160 loss: 1.4706 (1.5590) loss_classifier: 0.0585 (0.0884) loss_box_reg: 0.0612 (0.0971) loss_objectness: 0.0100 (0.0280) loss_rpn_box_reg: 0.0083 (0.0176) loss_da_image: 0.6682 (0.6651) loss_da_instance: 0.6650 (0.6553) loss_da_consistency: 0.0068 (0.0075) time: 1.1253 (1.1269) data: 0.0771 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:15:09,842 maskrcnn_benchmark.trainer INFO: eta: 15:35:42 iter: 20180 loss: 1.4795 (1.5590) loss_classifier: 0.0555 (0.0884) loss_box_reg: 0.0749 (0.0971) loss_objectness: 0.0109 (0.0280) loss_rpn_box_reg: 0.0043 (0.0175) loss_da_image: 0.6725 (0.6651) loss_da_instance: 0.6548 (0.6553) loss_da_consistency: 0.0060 (0.0075) time: 1.1236 (1.1269) data: 0.0791 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:15:32,288 maskrcnn_benchmark.trainer INFO: eta: 15:35:19 iter: 20200 loss: 1.5014 (1.5589) loss_classifier: 0.0672 (0.0883) loss_box_reg: 0.0761 (0.0971) loss_objectness: 0.0117 (0.0280) loss_rpn_box_reg: 0.0099 (0.0175) loss_da_image: 0.6674 (0.6651) loss_da_instance: 0.6688 (0.6553) loss_da_consistency: 0.0053 (0.0075) time: 1.1236 (1.1269) data: 0.0788 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:15:54,733 maskrcnn_benchmark.trainer INFO: eta: 15:34:56 iter: 20220 loss: 1.4684 (1.5589) loss_classifier: 0.0403 (0.0883) loss_box_reg: 0.0537 (0.0971) loss_objectness: 0.0065 (0.0280) loss_rpn_box_reg: 0.0066 (0.0175) loss_da_image: 0.6702 (0.6651) loss_da_instance: 0.6716 (0.6553) loss_da_consistency: 0.0053 (0.0075) time: 1.1219 (1.1269) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:16:17,267 maskrcnn_benchmark.trainer INFO: eta: 15:34:34 iter: 20240 loss: 1.4741 (1.5588) loss_classifier: 0.0590 (0.0883) loss_box_reg: 0.0565 (0.0971) loss_objectness: 0.0091 (0.0280) loss_rpn_box_reg: 0.0073 (0.0175) loss_da_image: 0.6706 (0.6651) loss_da_instance: 0.6697 (0.6553) loss_da_consistency: 0.0062 (0.0075) time: 1.1235 (1.1269) data: 0.0784 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:16:39,691 maskrcnn_benchmark.trainer INFO: eta: 15:34:11 iter: 20260 loss: 1.5170 (1.5588) loss_classifier: 0.0692 (0.0883) loss_box_reg: 0.0628 (0.0970) loss_objectness: 0.0181 (0.0280) loss_rpn_box_reg: 0.0138 (0.0175) loss_da_image: 0.6771 (0.6652) loss_da_instance: 0.6585 (0.6553) loss_da_consistency: 0.0064 (0.0075) time: 1.1199 (1.1269) data: 0.0802 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:17:02,159 maskrcnn_benchmark.trainer INFO: eta: 15:33:48 iter: 20280 loss: 1.4596 (1.5587) loss_classifier: 0.0452 (0.0882) loss_box_reg: 0.0522 (0.0970) loss_objectness: 0.0064 (0.0280) loss_rpn_box_reg: 0.0114 (0.0175) loss_da_image: 0.6672 (0.6652) loss_da_instance: 0.6641 (0.6553) loss_da_consistency: 0.0066 (0.0075) time: 1.1231 (1.1269) data: 0.0772 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:17:24,659 maskrcnn_benchmark.trainer INFO: eta: 15:33:26 iter: 20300 loss: 1.5019 (1.5587) loss_classifier: 0.0535 (0.0882) loss_box_reg: 0.0655 (0.0970) loss_objectness: 0.0103 (0.0279) loss_rpn_box_reg: 0.0057 (0.0175) loss_da_image: 0.6737 (0.6652) loss_da_instance: 0.6589 (0.6553) loss_da_consistency: 0.0065 (0.0075) time: 1.1256 (1.1269) data: 0.0773 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:17:47,137 maskrcnn_benchmark.trainer INFO: eta: 15:33:03 iter: 20320 loss: 1.4835 (1.5587) loss_classifier: 0.0619 (0.0882) loss_box_reg: 0.0445 (0.0970) loss_objectness: 0.0105 (0.0279) loss_rpn_box_reg: 0.0077 (0.0175) loss_da_image: 0.6717 (0.6652) loss_da_instance: 0.6589 (0.6553) loss_da_consistency: 0.0059 (0.0075) time: 1.1201 (1.1269) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:18:09,643 maskrcnn_benchmark.trainer INFO: eta: 15:32:40 iter: 20340 loss: 1.4868 (1.5586) loss_classifier: 0.0586 (0.0882) loss_box_reg: 0.0817 (0.0970) loss_objectness: 0.0205 (0.0279) loss_rpn_box_reg: 0.0099 (0.0175) loss_da_image: 0.6727 (0.6652) loss_da_instance: 0.6561 (0.6553) loss_da_consistency: 0.0053 (0.0075) time: 1.1254 (1.1269) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:18:32,220 maskrcnn_benchmark.trainer INFO: eta: 15:32:18 iter: 20360 loss: 1.5298 (1.5586) loss_classifier: 0.0891 (0.0882) loss_box_reg: 0.0733 (0.0970) loss_objectness: 0.0203 (0.0279) loss_rpn_box_reg: 0.0096 (0.0175) loss_da_image: 0.6790 (0.6652) loss_da_instance: 0.6566 (0.6554) loss_da_consistency: 0.0052 (0.0075) time: 1.1265 (1.1269) data: 0.0780 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:18:54,655 maskrcnn_benchmark.trainer INFO: eta: 15:31:55 iter: 20380 loss: 1.5255 (1.5586) loss_classifier: 0.0600 (0.0882) loss_box_reg: 0.0806 (0.0970) loss_objectness: 0.0080 (0.0279) loss_rpn_box_reg: 0.0064 (0.0175) loss_da_image: 0.6776 (0.6652) loss_da_instance: 0.6572 (0.6554) loss_da_consistency: 0.0069 (0.0075) time: 1.1201 (1.1269) data: 0.0785 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:19:17,077 maskrcnn_benchmark.trainer INFO: eta: 15:31:32 iter: 20400 loss: 1.4462 (1.5585) loss_classifier: 0.0405 (0.0881) loss_box_reg: 0.0484 (0.0969) loss_objectness: 0.0075 (0.0279) loss_rpn_box_reg: 0.0044 (0.0175) loss_da_image: 0.6785 (0.6652) loss_da_instance: 0.6610 (0.6554) loss_da_consistency: 0.0063 (0.0075) time: 1.1219 (1.1269) data: 0.0770 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:19:39,514 maskrcnn_benchmark.trainer INFO: eta: 15:31:10 iter: 20420 loss: 1.4789 (1.5585) loss_classifier: 0.0465 (0.0881) loss_box_reg: 0.0468 (0.0969) loss_objectness: 0.0079 (0.0279) loss_rpn_box_reg: 0.0079 (0.0175) loss_da_image: 0.6815 (0.6652) loss_da_instance: 0.6707 (0.6554) loss_da_consistency: 0.0060 (0.0075) time: 1.1197 (1.1269) data: 0.0777 (0.0787) lr: 0.001000 max mem: 4019
2019-10-03 16:20:01,966 maskrcnn_benchmark.trainer INFO: eta: 15:30:47 iter: 20440 loss: 1.4999 (1.5584) loss_classifier: 0.0543 (0.0881) loss_box_reg: 0.0644 (0.0969) loss_objectness: 0.0078 (0.0279) loss_rpn_box_reg: 0.0069 (0.0175) loss_da_image: 0.6764 (0.6653) loss_da_instance: 0.6635 (0.6554) loss_da_consistency: 0.0063 (0.0075) time: 1.1218 (1.1269) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:20:24,464 maskrcnn_benchmark.trainer INFO: eta: 15:30:24 iter: 20460 loss: 1.5315 (1.5584) loss_classifier: 0.0545 (0.0881) loss_box_reg: 0.0857 (0.0968) loss_objectness: 0.0110 (0.0279) loss_rpn_box_reg: 0.0094 (0.0175) loss_da_image: 0.6798 (0.6653) loss_da_instance: 0.6544 (0.6554) loss_da_consistency: 0.0056 (0.0075) time: 1.1229 (1.1269) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:20:46,827 maskrcnn_benchmark.trainer INFO: eta: 15:30:01 iter: 20480 loss: 1.4912 (1.5584) loss_classifier: 0.0483 (0.0880) loss_box_reg: 0.0570 (0.0968) loss_objectness: 0.0114 (0.0278) loss_rpn_box_reg: 0.0058 (0.0175) loss_da_image: 0.6720 (0.6653) loss_da_instance: 0.6661 (0.6554) loss_da_consistency: 0.0044 (0.0075) time: 1.1170 (1.1269) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:21:09,272 maskrcnn_benchmark.trainer INFO: eta: 15:29:38 iter: 20500 loss: 1.4996 (1.5583) loss_classifier: 0.0661 (0.0880) loss_box_reg: 0.0720 (0.0968) loss_objectness: 0.0097 (0.0278) loss_rpn_box_reg: 0.0126 (0.0175) loss_da_image: 0.6667 (0.6653) loss_da_instance: 0.6605 (0.6554) loss_da_consistency: 0.0055 (0.0075) time: 1.1206 (1.1268) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:21:31,815 maskrcnn_benchmark.trainer INFO: eta: 15:29:16 iter: 20520 loss: 1.4745 (1.5583) loss_classifier: 0.0516 (0.0880) loss_box_reg: 0.0573 (0.0968) loss_objectness: 0.0081 (0.0278) loss_rpn_box_reg: 0.0082 (0.0175) loss_da_image: 0.6716 (0.6653) loss_da_instance: 0.6588 (0.6554) loss_da_consistency: 0.0061 (0.0075) time: 1.1261 (1.1268) data: 0.0807 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:21:54,515 maskrcnn_benchmark.trainer INFO: eta: 15:28:54 iter: 20540 loss: 1.4611 (1.5582) loss_classifier: 0.0399 (0.0880) loss_box_reg: 0.0533 (0.0968) loss_objectness: 0.0073 (0.0278) loss_rpn_box_reg: 0.0043 (0.0175) loss_da_image: 0.6701 (0.6653) loss_da_instance: 0.6698 (0.6554) loss_da_consistency: 0.0061 (0.0075) time: 1.1256 (1.1269) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:22:17,014 maskrcnn_benchmark.trainer INFO: eta: 15:28:31 iter: 20560 loss: 1.4709 (1.5581) loss_classifier: 0.0396 (0.0879) loss_box_reg: 0.0612 (0.0967) loss_objectness: 0.0100 (0.0278) loss_rpn_box_reg: 0.0065 (0.0174) loss_da_image: 0.6771 (0.6653) loss_da_instance: 0.6599 (0.6554) loss_da_consistency: 0.0062 (0.0075) time: 1.1237 (1.1269) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:22:39,540 maskrcnn_benchmark.trainer INFO: eta: 15:28:09 iter: 20580 loss: 1.4655 (1.5581) loss_classifier: 0.0412 (0.0879) loss_box_reg: 0.0411 (0.0967) loss_objectness: 0.0110 (0.0278) loss_rpn_box_reg: 0.0037 (0.0174) loss_da_image: 0.6737 (0.6653) loss_da_instance: 0.6726 (0.6555) loss_da_consistency: 0.0056 (0.0075) time: 1.1245 (1.1269) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:23:02,155 maskrcnn_benchmark.trainer INFO: eta: 15:27:46 iter: 20600 loss: 1.4817 (1.5580) loss_classifier: 0.0561 (0.0879) loss_box_reg: 0.0679 (0.0967) loss_objectness: 0.0097 (0.0278) loss_rpn_box_reg: 0.0085 (0.0174) loss_da_image: 0.6760 (0.6653) loss_da_instance: 0.6504 (0.6555) loss_da_consistency: 0.0059 (0.0075) time: 1.1266 (1.1269) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:23:24,638 maskrcnn_benchmark.trainer INFO: eta: 15:27:24 iter: 20620 loss: 1.5409 (1.5580) loss_classifier: 0.0872 (0.0879) loss_box_reg: 0.0983 (0.0967) loss_objectness: 0.0072 (0.0278) loss_rpn_box_reg: 0.0135 (0.0174) loss_da_image: 0.6807 (0.6653) loss_da_instance: 0.6633 (0.6555) loss_da_consistency: 0.0070 (0.0075) time: 1.1247 (1.1269) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:23:47,059 maskrcnn_benchmark.trainer INFO: eta: 15:27:01 iter: 20640 loss: 1.4796 (1.5580) loss_classifier: 0.0494 (0.0879) loss_box_reg: 0.0412 (0.0966) loss_objectness: 0.0094 (0.0277) loss_rpn_box_reg: 0.0064 (0.0174) loss_da_image: 0.6778 (0.6653) loss_da_instance: 0.6629 (0.6555) loss_da_consistency: 0.0057 (0.0075) time: 1.1203 (1.1268) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:24:10,011 maskrcnn_benchmark.trainer INFO: eta: 15:26:39 iter: 20660 loss: 1.4596 (1.5579) loss_classifier: 0.0384 (0.0878) loss_box_reg: 0.0650 (0.0966) loss_objectness: 0.0081 (0.0277) loss_rpn_box_reg: 0.0069 (0.0174) loss_da_image: 0.6764 (0.6654) loss_da_instance: 0.6473 (0.6555) loss_da_consistency: 0.0057 (0.0075) time: 1.1296 (1.1269) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:24:32,443 maskrcnn_benchmark.trainer INFO: eta: 15:26:16 iter: 20680 loss: 1.4588 (1.5579) loss_classifier: 0.0626 (0.0878) loss_box_reg: 0.0707 (0.0966) loss_objectness: 0.0134 (0.0277) loss_rpn_box_reg: 0.0083 (0.0174) loss_da_image: 0.6702 (0.6654) loss_da_instance: 0.6515 (0.6555) loss_da_consistency: 0.0074 (0.0075) time: 1.1221 (1.1269) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:24:54,838 maskrcnn_benchmark.trainer INFO: eta: 15:25:54 iter: 20700 loss: 1.5464 (1.5579) loss_classifier: 0.0755 (0.0878) loss_box_reg: 0.0821 (0.0966) loss_objectness: 0.0163 (0.0277) loss_rpn_box_reg: 0.0163 (0.0174) loss_da_image: 0.6752 (0.6654) loss_da_instance: 0.6577 (0.6555) loss_da_consistency: 0.0068 (0.0075) time: 1.1174 (1.1269) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:25:17,273 maskrcnn_benchmark.trainer INFO: eta: 15:25:31 iter: 20720 loss: 1.4726 (1.5579) loss_classifier: 0.0657 (0.0878) loss_box_reg: 0.0720 (0.0966) loss_objectness: 0.0132 (0.0277) loss_rpn_box_reg: 0.0065 (0.0174) loss_da_image: 0.6578 (0.6654) loss_da_instance: 0.6606 (0.6555) loss_da_consistency: 0.0053 (0.0075) time: 1.1216 (1.1269) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:25:39,777 maskrcnn_benchmark.trainer INFO: eta: 15:25:08 iter: 20740 loss: 1.5078 (1.5578) loss_classifier: 0.0610 (0.0878) loss_box_reg: 0.0591 (0.0966) loss_objectness: 0.0119 (0.0277) loss_rpn_box_reg: 0.0072 (0.0174) loss_da_image: 0.6790 (0.6654) loss_da_instance: 0.6621 (0.6555) loss_da_consistency: 0.0072 (0.0075) time: 1.1215 (1.1269) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:26:02,267 maskrcnn_benchmark.trainer INFO: eta: 15:24:46 iter: 20760 loss: 1.4924 (1.5578) loss_classifier: 0.0577 (0.0878) loss_box_reg: 0.0587 (0.0965) loss_objectness: 0.0082 (0.0277) loss_rpn_box_reg: 0.0050 (0.0174) loss_da_image: 0.6775 (0.6654) loss_da_instance: 0.6675 (0.6555) loss_da_consistency: 0.0066 (0.0075) time: 1.1237 (1.1268) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:26:24,706 maskrcnn_benchmark.trainer INFO: eta: 15:24:23 iter: 20780 loss: 1.4744 (1.5578) loss_classifier: 0.0569 (0.0877) loss_box_reg: 0.0470 (0.0965) loss_objectness: 0.0103 (0.0277) loss_rpn_box_reg: 0.0130 (0.0174) loss_da_image: 0.6711 (0.6654) loss_da_instance: 0.6639 (0.6555) loss_da_consistency: 0.0062 (0.0075) time: 1.1212 (1.1268) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:26:47,147 maskrcnn_benchmark.trainer INFO: eta: 15:24:00 iter: 20800 loss: 1.4937 (1.5577) loss_classifier: 0.0585 (0.0877) loss_box_reg: 0.0550 (0.0965) loss_objectness: 0.0088 (0.0277) loss_rpn_box_reg: 0.0061 (0.0174) loss_da_image: 0.6664 (0.6654) loss_da_instance: 0.6605 (0.6555) loss_da_consistency: 0.0060 (0.0075) time: 1.1224 (1.1268) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:27:09,804 maskrcnn_benchmark.trainer INFO: eta: 15:23:38 iter: 20820 loss: 1.5100 (1.5577) loss_classifier: 0.0669 (0.0877) loss_box_reg: 0.0749 (0.0965) loss_objectness: 0.0144 (0.0277) loss_rpn_box_reg: 0.0111 (0.0174) loss_da_image: 0.6732 (0.6654) loss_da_instance: 0.6641 (0.6556) loss_da_consistency: 0.0071 (0.0075) time: 1.1240 (1.1268) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:27:32,234 maskrcnn_benchmark.trainer INFO: eta: 15:23:15 iter: 20840 loss: 1.5022 (1.5577) loss_classifier: 0.0571 (0.0877) loss_box_reg: 0.0537 (0.0965) loss_objectness: 0.0119 (0.0276) loss_rpn_box_reg: 0.0092 (0.0174) loss_da_image: 0.6697 (0.6654) loss_da_instance: 0.6617 (0.6556) loss_da_consistency: 0.0075 (0.0075) time: 1.1204 (1.1268) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:27:54,673 maskrcnn_benchmark.trainer INFO: eta: 15:22:52 iter: 20860 loss: 1.4810 (1.5576) loss_classifier: 0.0521 (0.0877) loss_box_reg: 0.0561 (0.0964) loss_objectness: 0.0083 (0.0276) loss_rpn_box_reg: 0.0089 (0.0174) loss_da_image: 0.6750 (0.6654) loss_da_instance: 0.6587 (0.6556) loss_da_consistency: 0.0060 (0.0075) time: 1.1226 (1.1268) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:28:17,113 maskrcnn_benchmark.trainer INFO: eta: 15:22:29 iter: 20880 loss: 1.4957 (1.5576) loss_classifier: 0.0643 (0.0876) loss_box_reg: 0.0625 (0.0964) loss_objectness: 0.0150 (0.0276) loss_rpn_box_reg: 0.0090 (0.0174) loss_da_image: 0.6677 (0.6654) loss_da_instance: 0.6682 (0.6556) loss_da_consistency: 0.0068 (0.0075) time: 1.1199 (1.1268) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:28:39,777 maskrcnn_benchmark.trainer INFO: eta: 15:22:07 iter: 20900 loss: 1.5199 (1.5575) loss_classifier: 0.0526 (0.0876) loss_box_reg: 0.0879 (0.0964) loss_objectness: 0.0088 (0.0276) loss_rpn_box_reg: 0.0074 (0.0174) loss_da_image: 0.6812 (0.6655) loss_da_instance: 0.6644 (0.6556) loss_da_consistency: 0.0069 (0.0075) time: 1.1218 (1.1268) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:29:02,264 maskrcnn_benchmark.trainer INFO: eta: 15:21:45 iter: 20920 loss: 1.4712 (1.5575) loss_classifier: 0.0512 (0.0876) loss_box_reg: 0.0653 (0.0964) loss_objectness: 0.0083 (0.0276) loss_rpn_box_reg: 0.0073 (0.0174) loss_da_image: 0.6778 (0.6655) loss_da_instance: 0.6530 (0.6556) loss_da_consistency: 0.0068 (0.0075) time: 1.1253 (1.1268) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:29:24,718 maskrcnn_benchmark.trainer INFO: eta: 15:21:22 iter: 20940 loss: 1.4880 (1.5574) loss_classifier: 0.0645 (0.0876) loss_box_reg: 0.0748 (0.0964) loss_objectness: 0.0072 (0.0276) loss_rpn_box_reg: 0.0099 (0.0174) loss_da_image: 0.6744 (0.6655) loss_da_instance: 0.6634 (0.6556) loss_da_consistency: 0.0060 (0.0075) time: 1.1186 (1.1268) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:29:47,155 maskrcnn_benchmark.trainer INFO: eta: 15:20:59 iter: 20960 loss: 1.4627 (1.5574) loss_classifier: 0.0408 (0.0875) loss_box_reg: 0.0729 (0.0963) loss_objectness: 0.0125 (0.0276) loss_rpn_box_reg: 0.0099 (0.0174) loss_da_image: 0.6703 (0.6655) loss_da_instance: 0.6621 (0.6556) loss_da_consistency: 0.0059 (0.0075) time: 1.1207 (1.1268) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:30:09,642 maskrcnn_benchmark.trainer INFO: eta: 15:20:36 iter: 20980 loss: 1.5637 (1.5574) loss_classifier: 0.0696 (0.0875) loss_box_reg: 0.1157 (0.0963) loss_objectness: 0.0144 (0.0276) loss_rpn_box_reg: 0.0111 (0.0174) loss_da_image: 0.6730 (0.6655) loss_da_instance: 0.6658 (0.6556) loss_da_consistency: 0.0057 (0.0075) time: 1.1212 (1.1268) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:30:32,016 maskrcnn_benchmark.trainer INFO: eta: 15:20:13 iter: 21000 loss: 1.4948 (1.5573) loss_classifier: 0.0614 (0.0875) loss_box_reg: 0.0647 (0.0963) loss_objectness: 0.0090 (0.0276) loss_rpn_box_reg: 0.0103 (0.0174) loss_da_image: 0.6758 (0.6655) loss_da_instance: 0.6613 (0.6556) loss_da_consistency: 0.0066 (0.0075) time: 1.1194 (1.1268) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:30:54,401 maskrcnn_benchmark.trainer INFO: eta: 15:19:51 iter: 21020 loss: 1.4978 (1.5573) loss_classifier: 0.0408 (0.0875) loss_box_reg: 0.0660 (0.0963) loss_objectness: 0.0051 (0.0275) loss_rpn_box_reg: 0.0035 (0.0174) loss_da_image: 0.6798 (0.6655) loss_da_instance: 0.6706 (0.6556) loss_da_consistency: 0.0055 (0.0075) time: 1.1175 (1.1268) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:31:16,908 maskrcnn_benchmark.trainer INFO: eta: 15:19:28 iter: 21040 loss: 1.5012 (1.5572) loss_classifier: 0.0532 (0.0875) loss_box_reg: 0.0710 (0.0963) loss_objectness: 0.0076 (0.0275) loss_rpn_box_reg: 0.0076 (0.0174) loss_da_image: 0.6701 (0.6655) loss_da_instance: 0.6635 (0.6556) loss_da_consistency: 0.0067 (0.0075) time: 1.1228 (1.1268) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:31:39,306 maskrcnn_benchmark.trainer INFO: eta: 15:19:05 iter: 21060 loss: 1.5607 (1.5573) loss_classifier: 0.0786 (0.0875) loss_box_reg: 0.1068 (0.0963) loss_objectness: 0.0114 (0.0275) loss_rpn_box_reg: 0.0160 (0.0174) loss_da_image: 0.6765 (0.6655) loss_da_instance: 0.6558 (0.6556) loss_da_consistency: 0.0080 (0.0075) time: 1.1177 (1.1268) data: 0.0760 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:32:01,976 maskrcnn_benchmark.trainer INFO: eta: 15:18:43 iter: 21080 loss: 1.5546 (1.5573) loss_classifier: 0.0706 (0.0874) loss_box_reg: 0.0707 (0.0963) loss_objectness: 0.0215 (0.0275) loss_rpn_box_reg: 0.0074 (0.0174) loss_da_image: 0.6828 (0.6656) loss_da_instance: 0.6726 (0.6557) loss_da_consistency: 0.0073 (0.0075) time: 1.1279 (1.1268) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:32:24,720 maskrcnn_benchmark.trainer INFO: eta: 15:18:21 iter: 21100 loss: 1.5166 (1.5573) loss_classifier: 0.0847 (0.0875) loss_box_reg: 0.0690 (0.0963) loss_objectness: 0.0283 (0.0275) loss_rpn_box_reg: 0.0088 (0.0174) loss_da_image: 0.6642 (0.6656) loss_da_instance: 0.6606 (0.6557) loss_da_consistency: 0.0078 (0.0075) time: 1.1255 (1.1268) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:32:47,395 maskrcnn_benchmark.trainer INFO: eta: 15:17:59 iter: 21120 loss: 1.4665 (1.5573) loss_classifier: 0.0593 (0.0874) loss_box_reg: 0.0588 (0.0962) loss_objectness: 0.0144 (0.0276) loss_rpn_box_reg: 0.0122 (0.0174) loss_da_image: 0.6350 (0.6655) loss_da_instance: 0.6679 (0.6557) loss_da_consistency: 0.0063 (0.0075) time: 1.1166 (1.1268) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:33:09,885 maskrcnn_benchmark.trainer INFO: eta: 15:17:36 iter: 21140 loss: 1.4106 (1.5571) loss_classifier: 0.0487 (0.0874) loss_box_reg: 0.0554 (0.0962) loss_objectness: 0.0108 (0.0275) loss_rpn_box_reg: 0.0043 (0.0173) loss_da_image: 0.6176 (0.6655) loss_da_instance: 0.6576 (0.6557) loss_da_consistency: 0.0072 (0.0075) time: 1.1220 (1.1268) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:33:32,420 maskrcnn_benchmark.trainer INFO: eta: 15:17:13 iter: 21160 loss: 1.4209 (1.5571) loss_classifier: 0.0458 (0.0874) loss_box_reg: 0.0709 (0.0962) loss_objectness: 0.0093 (0.0275) loss_rpn_box_reg: 0.0063 (0.0173) loss_da_image: 0.6259 (0.6654) loss_da_instance: 0.6591 (0.6557) loss_da_consistency: 0.0071 (0.0075) time: 1.1267 (1.1268) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:33:54,889 maskrcnn_benchmark.trainer INFO: eta: 15:16:51 iter: 21180 loss: 1.4052 (1.5569) loss_classifier: 0.0395 (0.0874) loss_box_reg: 0.0509 (0.0962) loss_objectness: 0.0104 (0.0275) loss_rpn_box_reg: 0.0084 (0.0173) loss_da_image: 0.6235 (0.6654) loss_da_instance: 0.6598 (0.6557) loss_da_consistency: 0.0071 (0.0075) time: 1.1230 (1.1268) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:34:17,215 maskrcnn_benchmark.trainer INFO: eta: 15:16:28 iter: 21200 loss: 1.4298 (1.5568) loss_classifier: 0.0500 (0.0873) loss_box_reg: 0.0673 (0.0961) loss_objectness: 0.0072 (0.0275) loss_rpn_box_reg: 0.0056 (0.0173) loss_da_image: 0.6359 (0.6654) loss_da_instance: 0.6588 (0.6557) loss_da_consistency: 0.0074 (0.0075) time: 1.1142 (1.1268) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:34:39,637 maskrcnn_benchmark.trainer INFO: eta: 15:16:05 iter: 21220 loss: 1.4795 (1.5568) loss_classifier: 0.0619 (0.0873) loss_box_reg: 0.0843 (0.0961) loss_objectness: 0.0107 (0.0275) loss_rpn_box_reg: 0.0114 (0.0173) loss_da_image: 0.6459 (0.6654) loss_da_instance: 0.6638 (0.6557) loss_da_consistency: 0.0075 (0.0075) time: 1.1191 (1.1268) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:35:01,959 maskrcnn_benchmark.trainer INFO: eta: 15:15:42 iter: 21240 loss: 1.4644 (1.5567) loss_classifier: 0.0550 (0.0873) loss_box_reg: 0.0719 (0.0961) loss_objectness: 0.0078 (0.0275) loss_rpn_box_reg: 0.0032 (0.0173) loss_da_image: 0.6503 (0.6654) loss_da_instance: 0.6584 (0.6557) loss_da_consistency: 0.0065 (0.0075) time: 1.1126 (1.1268) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:35:24,400 maskrcnn_benchmark.trainer INFO: eta: 15:15:19 iter: 21260 loss: 1.5105 (1.5567) loss_classifier: 0.0734 (0.0873) loss_box_reg: 0.0775 (0.0961) loss_objectness: 0.0121 (0.0275) loss_rpn_box_reg: 0.0090 (0.0173) loss_da_image: 0.6416 (0.6653) loss_da_instance: 0.6622 (0.6557) loss_da_consistency: 0.0065 (0.0075) time: 1.1246 (1.1268) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:35:46,820 maskrcnn_benchmark.trainer INFO: eta: 15:14:56 iter: 21280 loss: 1.4711 (1.5566) loss_classifier: 0.0491 (0.0873) loss_box_reg: 0.0546 (0.0961) loss_objectness: 0.0102 (0.0275) loss_rpn_box_reg: 0.0073 (0.0173) loss_da_image: 0.6626 (0.6653) loss_da_instance: 0.6662 (0.6557) loss_da_consistency: 0.0062 (0.0075) time: 1.1222 (1.1268) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:36:09,240 maskrcnn_benchmark.trainer INFO: eta: 15:14:34 iter: 21300 loss: 1.4940 (1.5566) loss_classifier: 0.0694 (0.0873) loss_box_reg: 0.0866 (0.0961) loss_objectness: 0.0136 (0.0274) loss_rpn_box_reg: 0.0082 (0.0173) loss_da_image: 0.6505 (0.6653) loss_da_instance: 0.6530 (0.6557) loss_da_consistency: 0.0073 (0.0075) time: 1.1199 (1.1268) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:36:31,685 maskrcnn_benchmark.trainer INFO: eta: 15:14:11 iter: 21320 loss: 1.4849 (1.5566) loss_classifier: 0.0625 (0.0873) loss_box_reg: 0.0724 (0.0961) loss_objectness: 0.0136 (0.0274) loss_rpn_box_reg: 0.0075 (0.0173) loss_da_image: 0.6546 (0.6653) loss_da_instance: 0.6609 (0.6557) loss_da_consistency: 0.0069 (0.0075) time: 1.1225 (1.1268) data: 0.0807 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:36:54,125 maskrcnn_benchmark.trainer INFO: eta: 15:13:48 iter: 21340 loss: 1.4447 (1.5566) loss_classifier: 0.0609 (0.0873) loss_box_reg: 0.0467 (0.0961) loss_objectness: 0.0096 (0.0274) loss_rpn_box_reg: 0.0058 (0.0173) loss_da_image: 0.6452 (0.6653) loss_da_instance: 0.6647 (0.6558) loss_da_consistency: 0.0059 (0.0074) time: 1.1201 (1.1268) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:37:16,598 maskrcnn_benchmark.trainer INFO: eta: 15:13:25 iter: 21360 loss: 1.4544 (1.5565) loss_classifier: 0.0395 (0.0872) loss_box_reg: 0.0464 (0.0960) loss_objectness: 0.0158 (0.0274) loss_rpn_box_reg: 0.0068 (0.0173) loss_da_image: 0.6512 (0.6653) loss_da_instance: 0.6669 (0.6558) loss_da_consistency: 0.0057 (0.0074) time: 1.1232 (1.1268) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:37:38,956 maskrcnn_benchmark.trainer INFO: eta: 15:13:02 iter: 21380 loss: 1.4826 (1.5564) loss_classifier: 0.0621 (0.0872) loss_box_reg: 0.0670 (0.0960) loss_objectness: 0.0088 (0.0274) loss_rpn_box_reg: 0.0084 (0.0173) loss_da_image: 0.6483 (0.6653) loss_da_instance: 0.6574 (0.6558) loss_da_consistency: 0.0068 (0.0074) time: 1.1159 (1.1268) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:38:01,375 maskrcnn_benchmark.trainer INFO: eta: 15:12:40 iter: 21400 loss: 1.5439 (1.5564) loss_classifier: 0.0766 (0.0872) loss_box_reg: 0.0898 (0.0960) loss_objectness: 0.0110 (0.0274) loss_rpn_box_reg: 0.0088 (0.0173) loss_da_image: 0.6501 (0.6652) loss_da_instance: 0.6503 (0.6558) loss_da_consistency: 0.0068 (0.0074) time: 1.1187 (1.1268) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:38:23,803 maskrcnn_benchmark.trainer INFO: eta: 15:12:17 iter: 21420 loss: 1.5089 (1.5564) loss_classifier: 0.0564 (0.0872) loss_box_reg: 0.0813 (0.0960) loss_objectness: 0.0088 (0.0274) loss_rpn_box_reg: 0.0085 (0.0173) loss_da_image: 0.6665 (0.6653) loss_da_instance: 0.6624 (0.6558) loss_da_consistency: 0.0058 (0.0074) time: 1.1207 (1.1267) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:38:46,251 maskrcnn_benchmark.trainer INFO: eta: 15:11:54 iter: 21440 loss: 1.5526 (1.5564) loss_classifier: 0.0844 (0.0872) loss_box_reg: 0.0851 (0.0960) loss_objectness: 0.0205 (0.0274) loss_rpn_box_reg: 0.0154 (0.0173) loss_da_image: 0.6598 (0.6653) loss_da_instance: 0.6655 (0.6558) loss_da_consistency: 0.0066 (0.0074) time: 1.1214 (1.1267) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:39:08,682 maskrcnn_benchmark.trainer INFO: eta: 15:11:31 iter: 21460 loss: 1.4997 (1.5563) loss_classifier: 0.0666 (0.0872) loss_box_reg: 0.0806 (0.0960) loss_objectness: 0.0158 (0.0274) loss_rpn_box_reg: 0.0124 (0.0173) loss_da_image: 0.6518 (0.6652) loss_da_instance: 0.6570 (0.6558) loss_da_consistency: 0.0070 (0.0074) time: 1.1202 (1.1267) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:39:31,177 maskrcnn_benchmark.trainer INFO: eta: 15:11:09 iter: 21480 loss: 1.4780 (1.5563) loss_classifier: 0.0646 (0.0871) loss_box_reg: 0.0669 (0.0960) loss_objectness: 0.0129 (0.0274) loss_rpn_box_reg: 0.0076 (0.0173) loss_da_image: 0.6576 (0.6652) loss_da_instance: 0.6650 (0.6558) loss_da_consistency: 0.0066 (0.0074) time: 1.1221 (1.1267) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:39:53,664 maskrcnn_benchmark.trainer INFO: eta: 15:10:46 iter: 21500 loss: 1.5143 (1.5563) loss_classifier: 0.0759 (0.0871) loss_box_reg: 0.0946 (0.0960) loss_objectness: 0.0132 (0.0274) loss_rpn_box_reg: 0.0129 (0.0173) loss_da_image: 0.6632 (0.6652) loss_da_instance: 0.6587 (0.6558) loss_da_consistency: 0.0070 (0.0074) time: 1.1220 (1.1267) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:40:16,135 maskrcnn_benchmark.trainer INFO: eta: 15:10:23 iter: 21520 loss: 1.4597 (1.5562) loss_classifier: 0.0482 (0.0871) loss_box_reg: 0.0529 (0.0959) loss_objectness: 0.0069 (0.0274) loss_rpn_box_reg: 0.0074 (0.0173) loss_da_image: 0.6684 (0.6652) loss_da_instance: 0.6679 (0.6558) loss_da_consistency: 0.0063 (0.0074) time: 1.1201 (1.1267) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:40:38,608 maskrcnn_benchmark.trainer INFO: eta: 15:10:01 iter: 21540 loss: 1.5296 (1.5562) loss_classifier: 0.0458 (0.0871) loss_box_reg: 0.0688 (0.0959) loss_objectness: 0.0102 (0.0274) loss_rpn_box_reg: 0.0058 (0.0173) loss_da_image: 0.6702 (0.6653) loss_da_instance: 0.6666 (0.6558) loss_da_consistency: 0.0063 (0.0074) time: 1.1231 (1.1267) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:41:00,989 maskrcnn_benchmark.trainer INFO: eta: 15:09:38 iter: 21560 loss: 1.4856 (1.5561) loss_classifier: 0.0623 (0.0871) loss_box_reg: 0.0662 (0.0959) loss_objectness: 0.0139 (0.0273) loss_rpn_box_reg: 0.0068 (0.0173) loss_da_image: 0.6675 (0.6653) loss_da_instance: 0.6666 (0.6558) loss_da_consistency: 0.0058 (0.0074) time: 1.1164 (1.1267) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:41:23,344 maskrcnn_benchmark.trainer INFO: eta: 15:09:15 iter: 21580 loss: 1.4542 (1.5561) loss_classifier: 0.0544 (0.0871) loss_box_reg: 0.0415 (0.0959) loss_objectness: 0.0158 (0.0273) loss_rpn_box_reg: 0.0104 (0.0173) loss_da_image: 0.6667 (0.6653) loss_da_instance: 0.6543 (0.6558) loss_da_consistency: 0.0076 (0.0074) time: 1.1180 (1.1267) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:41:45,832 maskrcnn_benchmark.trainer INFO: eta: 15:08:52 iter: 21600 loss: 1.5134 (1.5561) loss_classifier: 0.0542 (0.0870) loss_box_reg: 0.0998 (0.0959) loss_objectness: 0.0114 (0.0273) loss_rpn_box_reg: 0.0070 (0.0173) loss_da_image: 0.6641 (0.6653) loss_da_instance: 0.6631 (0.6558) loss_da_consistency: 0.0060 (0.0074) time: 1.1238 (1.1267) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:42:08,260 maskrcnn_benchmark.trainer INFO: eta: 15:08:30 iter: 21620 loss: 1.5109 (1.5560) loss_classifier: 0.0602 (0.0870) loss_box_reg: 0.0712 (0.0959) loss_objectness: 0.0113 (0.0273) loss_rpn_box_reg: 0.0088 (0.0173) loss_da_image: 0.6681 (0.6653) loss_da_instance: 0.6707 (0.6558) loss_da_consistency: 0.0061 (0.0074) time: 1.1206 (1.1267) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:42:30,710 maskrcnn_benchmark.trainer INFO: eta: 15:08:07 iter: 21640 loss: 1.5177 (1.5560) loss_classifier: 0.0537 (0.0870) loss_box_reg: 0.0816 (0.0959) loss_objectness: 0.0109 (0.0273) loss_rpn_box_reg: 0.0124 (0.0173) loss_da_image: 0.6765 (0.6653) loss_da_instance: 0.6613 (0.6558) loss_da_consistency: 0.0070 (0.0074) time: 1.1224 (1.1267) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:42:53,205 maskrcnn_benchmark.trainer INFO: eta: 15:07:44 iter: 21660 loss: 1.5295 (1.5561) loss_classifier: 0.0739 (0.0870) loss_box_reg: 0.1071 (0.0959) loss_objectness: 0.0105 (0.0273) loss_rpn_box_reg: 0.0105 (0.0173) loss_da_image: 0.6721 (0.6653) loss_da_instance: 0.6648 (0.6559) loss_da_consistency: 0.0065 (0.0074) time: 1.1239 (1.1267) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:43:15,681 maskrcnn_benchmark.trainer INFO: eta: 15:07:22 iter: 21680 loss: 1.4368 (1.5560) loss_classifier: 0.0429 (0.0870) loss_box_reg: 0.0508 (0.0959) loss_objectness: 0.0105 (0.0273) loss_rpn_box_reg: 0.0044 (0.0173) loss_da_image: 0.6727 (0.6653) loss_da_instance: 0.6642 (0.6559) loss_da_consistency: 0.0065 (0.0074) time: 1.1218 (1.1267) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:43:38,130 maskrcnn_benchmark.trainer INFO: eta: 15:06:59 iter: 21700 loss: 1.5029 (1.5560) loss_classifier: 0.0549 (0.0870) loss_box_reg: 0.0623 (0.0959) loss_objectness: 0.0119 (0.0273) loss_rpn_box_reg: 0.0067 (0.0173) loss_da_image: 0.6758 (0.6653) loss_da_instance: 0.6657 (0.6559) loss_da_consistency: 0.0067 (0.0074) time: 1.1228 (1.1267) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:44:01,108 maskrcnn_benchmark.trainer INFO: eta: 15:06:37 iter: 21720 loss: 1.5050 (1.5560) loss_classifier: 0.0572 (0.0870) loss_box_reg: 0.0824 (0.0959) loss_objectness: 0.0117 (0.0273) loss_rpn_box_reg: 0.0078 (0.0173) loss_da_image: 0.6734 (0.6653) loss_da_instance: 0.6732 (0.6559) loss_da_consistency: 0.0059 (0.0074) time: 1.1224 (1.1267) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:44:23,602 maskrcnn_benchmark.trainer INFO: eta: 15:06:15 iter: 21740 loss: 1.5186 (1.5560) loss_classifier: 0.0670 (0.0870) loss_box_reg: 0.0754 (0.0958) loss_objectness: 0.0195 (0.0273) loss_rpn_box_reg: 0.0104 (0.0173) loss_da_image: 0.6663 (0.6653) loss_da_instance: 0.6564 (0.6559) loss_da_consistency: 0.0063 (0.0074) time: 1.1248 (1.1267) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:44:46,094 maskrcnn_benchmark.trainer INFO: eta: 15:05:52 iter: 21760 loss: 1.4932 (1.5559) loss_classifier: 0.0577 (0.0869) loss_box_reg: 0.0534 (0.0958) loss_objectness: 0.0115 (0.0273) loss_rpn_box_reg: 0.0074 (0.0173) loss_da_image: 0.6703 (0.6653) loss_da_instance: 0.6723 (0.6559) loss_da_consistency: 0.0058 (0.0074) time: 1.1235 (1.1267) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:45:08,475 maskrcnn_benchmark.trainer INFO: eta: 15:05:29 iter: 21780 loss: 1.4426 (1.5559) loss_classifier: 0.0457 (0.0869) loss_box_reg: 0.0452 (0.0958) loss_objectness: 0.0096 (0.0273) loss_rpn_box_reg: 0.0082 (0.0172) loss_da_image: 0.6649 (0.6653) loss_da_instance: 0.6662 (0.6559) loss_da_consistency: 0.0059 (0.0074) time: 1.1174 (1.1267) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:45:30,905 maskrcnn_benchmark.trainer INFO: eta: 15:05:06 iter: 21800 loss: 1.4596 (1.5558) loss_classifier: 0.0533 (0.0869) loss_box_reg: 0.0558 (0.0958) loss_objectness: 0.0125 (0.0273) loss_rpn_box_reg: 0.0080 (0.0172) loss_da_image: 0.6660 (0.6653) loss_da_instance: 0.6555 (0.6559) loss_da_consistency: 0.0066 (0.0074) time: 1.1233 (1.1267) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:45:53,373 maskrcnn_benchmark.trainer INFO: eta: 15:04:44 iter: 21820 loss: 1.5327 (1.5558) loss_classifier: 0.0707 (0.0869) loss_box_reg: 0.0838 (0.0958) loss_objectness: 0.0188 (0.0273) loss_rpn_box_reg: 0.0113 (0.0172) loss_da_image: 0.6628 (0.6653) loss_da_instance: 0.6594 (0.6559) loss_da_consistency: 0.0063 (0.0074) time: 1.1203 (1.1267) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:46:15,818 maskrcnn_benchmark.trainer INFO: eta: 15:04:21 iter: 21840 loss: 1.4827 (1.5558) loss_classifier: 0.0557 (0.0869) loss_box_reg: 0.0473 (0.0958) loss_objectness: 0.0109 (0.0272) loss_rpn_box_reg: 0.0091 (0.0172) loss_da_image: 0.6724 (0.6653) loss_da_instance: 0.6701 (0.6559) loss_da_consistency: 0.0059 (0.0074) time: 1.1221 (1.1267) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:46:38,309 maskrcnn_benchmark.trainer INFO: eta: 15:03:58 iter: 21860 loss: 1.4487 (1.5557) loss_classifier: 0.0480 (0.0868) loss_box_reg: 0.0392 (0.0957) loss_objectness: 0.0055 (0.0272) loss_rpn_box_reg: 0.0052 (0.0172) loss_da_image: 0.6707 (0.6653) loss_da_instance: 0.6664 (0.6559) loss_da_consistency: 0.0057 (0.0074) time: 1.1229 (1.1267) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:47:00,828 maskrcnn_benchmark.trainer INFO: eta: 15:03:36 iter: 21880 loss: 1.4614 (1.5557) loss_classifier: 0.0445 (0.0868) loss_box_reg: 0.0476 (0.0957) loss_objectness: 0.0112 (0.0272) loss_rpn_box_reg: 0.0073 (0.0172) loss_da_image: 0.6733 (0.6653) loss_da_instance: 0.6675 (0.6559) loss_da_consistency: 0.0060 (0.0074) time: 1.1237 (1.1267) data: 0.0760 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:47:23,458 maskrcnn_benchmark.trainer INFO: eta: 15:03:13 iter: 21900 loss: 1.5016 (1.5556) loss_classifier: 0.0726 (0.0868) loss_box_reg: 0.0573 (0.0957) loss_objectness: 0.0137 (0.0272) loss_rpn_box_reg: 0.0092 (0.0172) loss_da_image: 0.6762 (0.6654) loss_da_instance: 0.6613 (0.6560) loss_da_consistency: 0.0077 (0.0074) time: 1.1249 (1.1267) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:47:46,027 maskrcnn_benchmark.trainer INFO: eta: 15:02:51 iter: 21920 loss: 1.4833 (1.5556) loss_classifier: 0.0543 (0.0868) loss_box_reg: 0.0669 (0.0957) loss_objectness: 0.0086 (0.0272) loss_rpn_box_reg: 0.0105 (0.0172) loss_da_image: 0.6806 (0.6654) loss_da_instance: 0.6629 (0.6560) loss_da_consistency: 0.0058 (0.0074) time: 1.1283 (1.1267) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:48:08,459 maskrcnn_benchmark.trainer INFO: eta: 15:02:28 iter: 21940 loss: 1.5285 (1.5556) loss_classifier: 0.0714 (0.0868) loss_box_reg: 0.0608 (0.0957) loss_objectness: 0.0111 (0.0272) loss_rpn_box_reg: 0.0133 (0.0172) loss_da_image: 0.6758 (0.6654) loss_da_instance: 0.6587 (0.6560) loss_da_consistency: 0.0060 (0.0074) time: 1.1227 (1.1267) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:48:30,866 maskrcnn_benchmark.trainer INFO: eta: 15:02:05 iter: 21960 loss: 1.4727 (1.5555) loss_classifier: 0.0450 (0.0867) loss_box_reg: 0.0562 (0.0956) loss_objectness: 0.0076 (0.0272) loss_rpn_box_reg: 0.0047 (0.0172) loss_da_image: 0.6676 (0.6654) loss_da_instance: 0.6493 (0.6560) loss_da_consistency: 0.0065 (0.0074) time: 1.1210 (1.1267) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:48:53,281 maskrcnn_benchmark.trainer INFO: eta: 15:01:43 iter: 21980 loss: 1.5071 (1.5555) loss_classifier: 0.0550 (0.0867) loss_box_reg: 0.0668 (0.0956) loss_objectness: 0.0128 (0.0272) loss_rpn_box_reg: 0.0126 (0.0172) loss_da_image: 0.6766 (0.6654) loss_da_instance: 0.6587 (0.6560) loss_da_consistency: 0.0067 (0.0074) time: 1.1183 (1.1267) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:49:15,745 maskrcnn_benchmark.trainer INFO: eta: 15:01:20 iter: 22000 loss: 1.4594 (1.5555) loss_classifier: 0.0500 (0.0867) loss_box_reg: 0.0645 (0.0956) loss_objectness: 0.0083 (0.0272) loss_rpn_box_reg: 0.0093 (0.0172) loss_da_image: 0.6599 (0.6654) loss_da_instance: 0.6632 (0.6560) loss_da_consistency: 0.0064 (0.0074) time: 1.1243 (1.1267) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:49:38,200 maskrcnn_benchmark.trainer INFO: eta: 15:00:57 iter: 22020 loss: 1.4913 (1.5554) loss_classifier: 0.0545 (0.0867) loss_box_reg: 0.0541 (0.0956) loss_objectness: 0.0092 (0.0271) loss_rpn_box_reg: 0.0079 (0.0172) loss_da_image: 0.6688 (0.6654) loss_da_instance: 0.6674 (0.6560) loss_da_consistency: 0.0060 (0.0074) time: 1.1226 (1.1267) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:50:00,757 maskrcnn_benchmark.trainer INFO: eta: 15:00:35 iter: 22040 loss: 1.4922 (1.5554) loss_classifier: 0.0604 (0.0867) loss_box_reg: 0.0611 (0.0956) loss_objectness: 0.0134 (0.0271) loss_rpn_box_reg: 0.0135 (0.0172) loss_da_image: 0.6636 (0.6654) loss_da_instance: 0.6546 (0.6560) loss_da_consistency: 0.0064 (0.0074) time: 1.1230 (1.1267) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:50:23,273 maskrcnn_benchmark.trainer INFO: eta: 15:00:12 iter: 22060 loss: 1.4995 (1.5554) loss_classifier: 0.0518 (0.0867) loss_box_reg: 0.0690 (0.0956) loss_objectness: 0.0112 (0.0271) loss_rpn_box_reg: 0.0066 (0.0172) loss_da_image: 0.6692 (0.6654) loss_da_instance: 0.6699 (0.6560) loss_da_consistency: 0.0047 (0.0074) time: 1.1204 (1.1267) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:50:45,672 maskrcnn_benchmark.trainer INFO: eta: 14:59:49 iter: 22080 loss: 1.4993 (1.5553) loss_classifier: 0.0537 (0.0866) loss_box_reg: 0.0662 (0.0955) loss_objectness: 0.0102 (0.0271) loss_rpn_box_reg: 0.0095 (0.0172) loss_da_image: 0.6732 (0.6654) loss_da_instance: 0.6562 (0.6560) loss_da_consistency: 0.0052 (0.0074) time: 1.1203 (1.1267) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:51:08,039 maskrcnn_benchmark.trainer INFO: eta: 14:59:26 iter: 22100 loss: 1.4791 (1.5553) loss_classifier: 0.0471 (0.0866) loss_box_reg: 0.0612 (0.0955) loss_objectness: 0.0145 (0.0271) loss_rpn_box_reg: 0.0080 (0.0172) loss_da_image: 0.6759 (0.6654) loss_da_instance: 0.6668 (0.6560) loss_da_consistency: 0.0052 (0.0074) time: 1.1179 (1.1267) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:51:30,428 maskrcnn_benchmark.trainer INFO: eta: 14:59:04 iter: 22120 loss: 1.4724 (1.5553) loss_classifier: 0.0510 (0.0866) loss_box_reg: 0.0628 (0.0955) loss_objectness: 0.0081 (0.0271) loss_rpn_box_reg: 0.0100 (0.0172) loss_da_image: 0.6659 (0.6654) loss_da_instance: 0.6596 (0.6560) loss_da_consistency: 0.0057 (0.0074) time: 1.1197 (1.1267) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:51:52,878 maskrcnn_benchmark.trainer INFO: eta: 14:58:41 iter: 22140 loss: 1.5683 (1.5553) loss_classifier: 0.0925 (0.0866) loss_box_reg: 0.0888 (0.0955) loss_objectness: 0.0155 (0.0271) loss_rpn_box_reg: 0.0129 (0.0172) loss_da_image: 0.6696 (0.6654) loss_da_instance: 0.6607 (0.6560) loss_da_consistency: 0.0057 (0.0074) time: 1.1242 (1.1266) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:52:15,274 maskrcnn_benchmark.trainer INFO: eta: 14:58:18 iter: 22160 loss: 1.5206 (1.5553) loss_classifier: 0.0637 (0.0866) loss_box_reg: 0.0966 (0.0955) loss_objectness: 0.0197 (0.0271) loss_rpn_box_reg: 0.0092 (0.0172) loss_da_image: 0.6687 (0.6654) loss_da_instance: 0.6549 (0.6560) loss_da_consistency: 0.0057 (0.0074) time: 1.1208 (1.1266) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:52:37,620 maskrcnn_benchmark.trainer INFO: eta: 14:57:55 iter: 22180 loss: 1.5036 (1.5553) loss_classifier: 0.0539 (0.0866) loss_box_reg: 0.0602 (0.0955) loss_objectness: 0.0112 (0.0271) loss_rpn_box_reg: 0.0142 (0.0172) loss_da_image: 0.6753 (0.6654) loss_da_instance: 0.6627 (0.6561) loss_da_consistency: 0.0059 (0.0074) time: 1.1175 (1.1266) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:52:59,987 maskrcnn_benchmark.trainer INFO: eta: 14:57:32 iter: 22200 loss: 1.4914 (1.5552) loss_classifier: 0.0524 (0.0866) loss_box_reg: 0.0562 (0.0955) loss_objectness: 0.0123 (0.0271) loss_rpn_box_reg: 0.0087 (0.0172) loss_da_image: 0.6753 (0.6654) loss_da_instance: 0.6724 (0.6561) loss_da_consistency: 0.0049 (0.0074) time: 1.1165 (1.1266) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:53:22,400 maskrcnn_benchmark.trainer INFO: eta: 14:57:09 iter: 22220 loss: 1.5117 (1.5552) loss_classifier: 0.0504 (0.0866) loss_box_reg: 0.0673 (0.0955) loss_objectness: 0.0080 (0.0271) loss_rpn_box_reg: 0.0072 (0.0172) loss_da_image: 0.6714 (0.6655) loss_da_instance: 0.6701 (0.6561) loss_da_consistency: 0.0057 (0.0074) time: 1.1181 (1.1266) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:53:45,017 maskrcnn_benchmark.trainer INFO: eta: 14:56:47 iter: 22240 loss: 1.4843 (1.5552) loss_classifier: 0.0588 (0.0866) loss_box_reg: 0.0708 (0.0955) loss_objectness: 0.0177 (0.0271) loss_rpn_box_reg: 0.0113 (0.0172) loss_da_image: 0.6684 (0.6655) loss_da_instance: 0.6620 (0.6561) loss_da_consistency: 0.0062 (0.0074) time: 1.1250 (1.1266) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:54:07,516 maskrcnn_benchmark.trainer INFO: eta: 14:56:24 iter: 22260 loss: 1.4994 (1.5552) loss_classifier: 0.0645 (0.0866) loss_box_reg: 0.0933 (0.0955) loss_objectness: 0.0087 (0.0271) loss_rpn_box_reg: 0.0079 (0.0172) loss_da_image: 0.6653 (0.6655) loss_da_instance: 0.6641 (0.6561) loss_da_consistency: 0.0059 (0.0074) time: 1.1205 (1.1266) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:54:30,017 maskrcnn_benchmark.trainer INFO: eta: 14:56:02 iter: 22280 loss: 1.4607 (1.5551) loss_classifier: 0.0408 (0.0865) loss_box_reg: 0.0493 (0.0954) loss_objectness: 0.0108 (0.0270) loss_rpn_box_reg: 0.0084 (0.0172) loss_da_image: 0.6719 (0.6655) loss_da_instance: 0.6648 (0.6561) loss_da_consistency: 0.0052 (0.0074) time: 1.1203 (1.1266) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:54:52,508 maskrcnn_benchmark.trainer INFO: eta: 14:55:39 iter: 22300 loss: 1.5371 (1.5551) loss_classifier: 0.0825 (0.0865) loss_box_reg: 0.0688 (0.0954) loss_objectness: 0.0159 (0.0270) loss_rpn_box_reg: 0.0114 (0.0172) loss_da_image: 0.6747 (0.6655) loss_da_instance: 0.6676 (0.6561) loss_da_consistency: 0.0062 (0.0074) time: 1.1228 (1.1266) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:55:14,930 maskrcnn_benchmark.trainer INFO: eta: 14:55:17 iter: 22320 loss: 1.5021 (1.5551) loss_classifier: 0.0540 (0.0865) loss_box_reg: 0.0550 (0.0954) loss_objectness: 0.0094 (0.0270) loss_rpn_box_reg: 0.0044 (0.0171) loss_da_image: 0.6773 (0.6655) loss_da_instance: 0.6517 (0.6561) loss_da_consistency: 0.0057 (0.0074) time: 1.1191 (1.1266) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:55:37,396 maskrcnn_benchmark.trainer INFO: eta: 14:54:54 iter: 22340 loss: 1.4889 (1.5550) loss_classifier: 0.0523 (0.0865) loss_box_reg: 0.0457 (0.0954) loss_objectness: 0.0138 (0.0270) loss_rpn_box_reg: 0.0056 (0.0171) loss_da_image: 0.6730 (0.6655) loss_da_instance: 0.6841 (0.6561) loss_da_consistency: 0.0062 (0.0074) time: 1.1245 (1.1266) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:55:59,831 maskrcnn_benchmark.trainer INFO: eta: 14:54:31 iter: 22360 loss: 1.5389 (1.5550) loss_classifier: 0.0782 (0.0865) loss_box_reg: 0.1026 (0.0954) loss_objectness: 0.0116 (0.0270) loss_rpn_box_reg: 0.0089 (0.0171) loss_da_image: 0.6829 (0.6655) loss_da_instance: 0.6484 (0.6561) loss_da_consistency: 0.0073 (0.0074) time: 1.1223 (1.1266) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:56:22,265 maskrcnn_benchmark.trainer INFO: eta: 14:54:08 iter: 22380 loss: 1.5249 (1.5550) loss_classifier: 0.0618 (0.0865) loss_box_reg: 0.0751 (0.0954) loss_objectness: 0.0099 (0.0270) loss_rpn_box_reg: 0.0055 (0.0171) loss_da_image: 0.6756 (0.6655) loss_da_instance: 0.6438 (0.6561) loss_da_consistency: 0.0063 (0.0074) time: 1.1213 (1.1266) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:56:44,801 maskrcnn_benchmark.trainer INFO: eta: 14:53:46 iter: 22400 loss: 1.5288 (1.5550) loss_classifier: 0.0807 (0.0865) loss_box_reg: 0.0595 (0.0954) loss_objectness: 0.0128 (0.0270) loss_rpn_box_reg: 0.0107 (0.0171) loss_da_image: 0.6731 (0.6655) loss_da_instance: 0.6672 (0.6561) loss_da_consistency: 0.0057 (0.0074) time: 1.1261 (1.1266) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:57:07,243 maskrcnn_benchmark.trainer INFO: eta: 14:53:23 iter: 22420 loss: 1.5064 (1.5550) loss_classifier: 0.0587 (0.0865) loss_box_reg: 0.0469 (0.0953) loss_objectness: 0.0067 (0.0270) loss_rpn_box_reg: 0.0074 (0.0171) loss_da_image: 0.6735 (0.6655) loss_da_instance: 0.6703 (0.6562) loss_da_consistency: 0.0059 (0.0074) time: 1.1204 (1.1266) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:57:29,663 maskrcnn_benchmark.trainer INFO: eta: 14:53:00 iter: 22440 loss: 1.5133 (1.5549) loss_classifier: 0.0723 (0.0864) loss_box_reg: 0.0558 (0.0953) loss_objectness: 0.0137 (0.0270) loss_rpn_box_reg: 0.0106 (0.0171) loss_da_image: 0.6746 (0.6655) loss_da_instance: 0.6582 (0.6562) loss_da_consistency: 0.0061 (0.0074) time: 1.1192 (1.1266) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:57:52,042 maskrcnn_benchmark.trainer INFO: eta: 14:52:37 iter: 22460 loss: 1.4970 (1.5549) loss_classifier: 0.0600 (0.0864) loss_box_reg: 0.0810 (0.0953) loss_objectness: 0.0108 (0.0270) loss_rpn_box_reg: 0.0100 (0.0171) loss_da_image: 0.6818 (0.6656) loss_da_instance: 0.6705 (0.6562) loss_da_consistency: 0.0063 (0.0074) time: 1.1189 (1.1266) data: 0.0757 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:58:14,519 maskrcnn_benchmark.trainer INFO: eta: 14:52:15 iter: 22480 loss: 1.4843 (1.5549) loss_classifier: 0.0746 (0.0864) loss_box_reg: 0.0641 (0.0953) loss_objectness: 0.0103 (0.0269) loss_rpn_box_reg: 0.0106 (0.0171) loss_da_image: 0.6770 (0.6656) loss_da_instance: 0.6521 (0.6562) loss_da_consistency: 0.0060 (0.0074) time: 1.1229 (1.1266) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:58:36,903 maskrcnn_benchmark.trainer INFO: eta: 14:51:52 iter: 22500 loss: 1.5102 (1.5549) loss_classifier: 0.0616 (0.0864) loss_box_reg: 0.0693 (0.0953) loss_objectness: 0.0107 (0.0269) loss_rpn_box_reg: 0.0110 (0.0171) loss_da_image: 0.6759 (0.6656) loss_da_instance: 0.6568 (0.6562) loss_da_consistency: 0.0067 (0.0074) time: 1.1204 (1.1266) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:58:36,905 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0022500.pth
2019-10-03 16:58:59,763 maskrcnn_benchmark.trainer INFO: eta: 14:51:30 iter: 22520 loss: 1.5031 (1.5548) loss_classifier: 0.0538 (0.0864) loss_box_reg: 0.0680 (0.0953) loss_objectness: 0.0095 (0.0269) loss_rpn_box_reg: 0.0112 (0.0171) loss_da_image: 0.6742 (0.6656) loss_da_instance: 0.6620 (0.6562) loss_da_consistency: 0.0054 (0.0074) time: 1.1271 (1.1266) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:59:22,148 maskrcnn_benchmark.trainer INFO: eta: 14:51:07 iter: 22540 loss: 1.4803 (1.5548) loss_classifier: 0.0508 (0.0864) loss_box_reg: 0.0671 (0.0953) loss_objectness: 0.0057 (0.0269) loss_rpn_box_reg: 0.0068 (0.0171) loss_da_image: 0.6724 (0.6656) loss_da_instance: 0.6650 (0.6562) loss_da_consistency: 0.0056 (0.0074) time: 1.1182 (1.1266) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 16:59:44,631 maskrcnn_benchmark.trainer INFO: eta: 14:50:45 iter: 22560 loss: 1.5022 (1.5547) loss_classifier: 0.0461 (0.0863) loss_box_reg: 0.0639 (0.0952) loss_objectness: 0.0140 (0.0269) loss_rpn_box_reg: 0.0118 (0.0171) loss_da_image: 0.6782 (0.6656) loss_da_instance: 0.6688 (0.6562) loss_da_consistency: 0.0047 (0.0074) time: 1.1256 (1.1266) data: 0.0746 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:00:07,243 maskrcnn_benchmark.trainer INFO: eta: 14:50:22 iter: 22580 loss: 1.5190 (1.5547) loss_classifier: 0.0576 (0.0863) loss_box_reg: 0.0779 (0.0952) loss_objectness: 0.0125 (0.0269) loss_rpn_box_reg: 0.0109 (0.0171) loss_da_image: 0.6807 (0.6656) loss_da_instance: 0.6564 (0.6562) loss_da_consistency: 0.0057 (0.0074) time: 1.1241 (1.1266) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:00:29,653 maskrcnn_benchmark.trainer INFO: eta: 14:50:00 iter: 22600 loss: 1.4710 (1.5547) loss_classifier: 0.0612 (0.0863) loss_box_reg: 0.0483 (0.0952) loss_objectness: 0.0087 (0.0269) loss_rpn_box_reg: 0.0089 (0.0171) loss_da_image: 0.6773 (0.6656) loss_da_instance: 0.6654 (0.6562) loss_da_consistency: 0.0060 (0.0074) time: 1.1214 (1.1266) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:00:52,060 maskrcnn_benchmark.trainer INFO: eta: 14:49:37 iter: 22620 loss: 1.4901 (1.5546) loss_classifier: 0.0531 (0.0863) loss_box_reg: 0.0545 (0.0952) loss_objectness: 0.0092 (0.0269) loss_rpn_box_reg: 0.0075 (0.0171) loss_da_image: 0.6790 (0.6656) loss_da_instance: 0.6633 (0.6562) loss_da_consistency: 0.0053 (0.0074) time: 1.1206 (1.1266) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:01:14,670 maskrcnn_benchmark.trainer INFO: eta: 14:49:14 iter: 22640 loss: 1.4928 (1.5546) loss_classifier: 0.0629 (0.0862) loss_box_reg: 0.0575 (0.0952) loss_objectness: 0.0102 (0.0269) loss_rpn_box_reg: 0.0105 (0.0171) loss_da_image: 0.6718 (0.6656) loss_da_instance: 0.6568 (0.6562) loss_da_consistency: 0.0058 (0.0074) time: 1.1245 (1.1266) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:01:37,090 maskrcnn_benchmark.trainer INFO: eta: 14:48:52 iter: 22660 loss: 1.5189 (1.5546) loss_classifier: 0.0464 (0.0862) loss_box_reg: 0.0511 (0.0952) loss_objectness: 0.0118 (0.0268) loss_rpn_box_reg: 0.0110 (0.0171) loss_da_image: 0.6778 (0.6656) loss_da_instance: 0.6601 (0.6562) loss_da_consistency: 0.0052 (0.0074) time: 1.1213 (1.1266) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:01:59,566 maskrcnn_benchmark.trainer INFO: eta: 14:48:29 iter: 22680 loss: 1.4794 (1.5545) loss_classifier: 0.0514 (0.0862) loss_box_reg: 0.0642 (0.0951) loss_objectness: 0.0092 (0.0268) loss_rpn_box_reg: 0.0063 (0.0171) loss_da_image: 0.6757 (0.6657) loss_da_instance: 0.6703 (0.6562) loss_da_consistency: 0.0066 (0.0074) time: 1.1187 (1.1266) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:02:22,066 maskrcnn_benchmark.trainer INFO: eta: 14:48:06 iter: 22700 loss: 1.5269 (1.5545) loss_classifier: 0.0538 (0.0862) loss_box_reg: 0.0630 (0.0951) loss_objectness: 0.0113 (0.0268) loss_rpn_box_reg: 0.0138 (0.0171) loss_da_image: 0.6747 (0.6657) loss_da_instance: 0.6785 (0.6563) loss_da_consistency: 0.0058 (0.0074) time: 1.1231 (1.1266) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:02:44,845 maskrcnn_benchmark.trainer INFO: eta: 14:47:44 iter: 22720 loss: 1.4986 (1.5545) loss_classifier: 0.0667 (0.0862) loss_box_reg: 0.0606 (0.0951) loss_objectness: 0.0094 (0.0268) loss_rpn_box_reg: 0.0097 (0.0171) loss_da_image: 0.6787 (0.6657) loss_da_instance: 0.6633 (0.6563) loss_da_consistency: 0.0053 (0.0074) time: 1.1298 (1.1266) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:03:07,206 maskrcnn_benchmark.trainer INFO: eta: 14:47:21 iter: 22740 loss: 1.4414 (1.5544) loss_classifier: 0.0328 (0.0861) loss_box_reg: 0.0487 (0.0951) loss_objectness: 0.0079 (0.0268) loss_rpn_box_reg: 0.0053 (0.0171) loss_da_image: 0.6756 (0.6657) loss_da_instance: 0.6705 (0.6563) loss_da_consistency: 0.0048 (0.0074) time: 1.1168 (1.1266) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:03:29,619 maskrcnn_benchmark.trainer INFO: eta: 14:46:59 iter: 22760 loss: 1.4920 (1.5544) loss_classifier: 0.0583 (0.0861) loss_box_reg: 0.0542 (0.0951) loss_objectness: 0.0120 (0.0268) loss_rpn_box_reg: 0.0104 (0.0171) loss_da_image: 0.6741 (0.6657) loss_da_instance: 0.6710 (0.6563) loss_da_consistency: 0.0051 (0.0074) time: 1.1209 (1.1266) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:03:52,027 maskrcnn_benchmark.trainer INFO: eta: 14:46:36 iter: 22780 loss: 1.4649 (1.5543) loss_classifier: 0.0555 (0.0861) loss_box_reg: 0.0435 (0.0951) loss_objectness: 0.0112 (0.0268) loss_rpn_box_reg: 0.0066 (0.0171) loss_da_image: 0.6750 (0.6657) loss_da_instance: 0.6521 (0.6563) loss_da_consistency: 0.0056 (0.0074) time: 1.1207 (1.1266) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:04:14,445 maskrcnn_benchmark.trainer INFO: eta: 14:46:13 iter: 22800 loss: 1.5143 (1.5543) loss_classifier: 0.0596 (0.0861) loss_box_reg: 0.0896 (0.0951) loss_objectness: 0.0146 (0.0268) loss_rpn_box_reg: 0.0106 (0.0171) loss_da_image: 0.6738 (0.6657) loss_da_instance: 0.6553 (0.6563) loss_da_consistency: 0.0057 (0.0074) time: 1.1204 (1.1266) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:04:36,974 maskrcnn_benchmark.trainer INFO: eta: 14:45:51 iter: 22820 loss: 1.4416 (1.5543) loss_classifier: 0.0338 (0.0860) loss_box_reg: 0.0455 (0.0950) loss_objectness: 0.0113 (0.0268) loss_rpn_box_reg: 0.0039 (0.0170) loss_da_image: 0.6758 (0.6657) loss_da_instance: 0.6729 (0.6563) loss_da_consistency: 0.0052 (0.0074) time: 1.1194 (1.1266) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:04:59,414 maskrcnn_benchmark.trainer INFO: eta: 14:45:28 iter: 22840 loss: 1.5379 (1.5543) loss_classifier: 0.0861 (0.0860) loss_box_reg: 0.0864 (0.0950) loss_objectness: 0.0174 (0.0268) loss_rpn_box_reg: 0.0113 (0.0170) loss_da_image: 0.6764 (0.6657) loss_da_instance: 0.6717 (0.6563) loss_da_consistency: 0.0056 (0.0074) time: 1.1197 (1.1266) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:05:21,817 maskrcnn_benchmark.trainer INFO: eta: 14:45:05 iter: 22860 loss: 1.5424 (1.5543) loss_classifier: 0.0624 (0.0860) loss_box_reg: 0.0983 (0.0950) loss_objectness: 0.0132 (0.0268) loss_rpn_box_reg: 0.0148 (0.0171) loss_da_image: 0.6746 (0.6657) loss_da_instance: 0.6611 (0.6563) loss_da_consistency: 0.0052 (0.0074) time: 1.1194 (1.1265) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:05:44,245 maskrcnn_benchmark.trainer INFO: eta: 14:44:42 iter: 22880 loss: 1.5192 (1.5543) loss_classifier: 0.0730 (0.0860) loss_box_reg: 0.0679 (0.0950) loss_objectness: 0.0124 (0.0267) loss_rpn_box_reg: 0.0080 (0.0170) loss_da_image: 0.6812 (0.6657) loss_da_instance: 0.6580 (0.6563) loss_da_consistency: 0.0059 (0.0074) time: 1.1240 (1.1265) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:06:06,775 maskrcnn_benchmark.trainer INFO: eta: 14:44:20 iter: 22900 loss: 1.4881 (1.5542) loss_classifier: 0.0564 (0.0860) loss_box_reg: 0.0634 (0.0950) loss_objectness: 0.0145 (0.0267) loss_rpn_box_reg: 0.0086 (0.0171) loss_da_image: 0.6794 (0.6658) loss_da_instance: 0.6668 (0.6564) loss_da_consistency: 0.0055 (0.0074) time: 1.1255 (1.1265) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:06:29,249 maskrcnn_benchmark.trainer INFO: eta: 14:43:57 iter: 22920 loss: 1.4850 (1.5542) loss_classifier: 0.0488 (0.0860) loss_box_reg: 0.0605 (0.0950) loss_objectness: 0.0093 (0.0267) loss_rpn_box_reg: 0.0111 (0.0170) loss_da_image: 0.6772 (0.6658) loss_da_instance: 0.6594 (0.6564) loss_da_consistency: 0.0063 (0.0074) time: 1.1227 (1.1265) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:06:51,720 maskrcnn_benchmark.trainer INFO: eta: 14:43:34 iter: 22940 loss: 1.4325 (1.5541) loss_classifier: 0.0317 (0.0860) loss_box_reg: 0.0328 (0.0949) loss_objectness: 0.0098 (0.0267) loss_rpn_box_reg: 0.0045 (0.0170) loss_da_image: 0.6727 (0.6658) loss_da_instance: 0.6569 (0.6564) loss_da_consistency: 0.0062 (0.0074) time: 1.1231 (1.1265) data: 0.0761 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:07:14,139 maskrcnn_benchmark.trainer INFO: eta: 14:43:12 iter: 22960 loss: 1.4875 (1.5541) loss_classifier: 0.0631 (0.0860) loss_box_reg: 0.0541 (0.0949) loss_objectness: 0.0122 (0.0267) loss_rpn_box_reg: 0.0066 (0.0170) loss_da_image: 0.6712 (0.6658) loss_da_instance: 0.6614 (0.6564) loss_da_consistency: 0.0055 (0.0074) time: 1.1183 (1.1265) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:07:36,516 maskrcnn_benchmark.trainer INFO: eta: 14:42:49 iter: 22980 loss: 1.4382 (1.5540) loss_classifier: 0.0327 (0.0859) loss_box_reg: 0.0576 (0.0949) loss_objectness: 0.0041 (0.0267) loss_rpn_box_reg: 0.0059 (0.0170) loss_da_image: 0.6668 (0.6658) loss_da_instance: 0.6668 (0.6564) loss_da_consistency: 0.0051 (0.0073) time: 1.1160 (1.1265) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:07:58,900 maskrcnn_benchmark.trainer INFO: eta: 14:42:26 iter: 23000 loss: 1.5359 (1.5540) loss_classifier: 0.0709 (0.0859) loss_box_reg: 0.0631 (0.0949) loss_objectness: 0.0146 (0.0267) loss_rpn_box_reg: 0.0128 (0.0170) loss_da_image: 0.6775 (0.6658) loss_da_instance: 0.6577 (0.6564) loss_da_consistency: 0.0077 (0.0074) time: 1.1148 (1.1265) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:08:21,253 maskrcnn_benchmark.trainer INFO: eta: 14:42:03 iter: 23020 loss: 1.4839 (1.5540) loss_classifier: 0.0501 (0.0859) loss_box_reg: 0.0432 (0.0948) loss_objectness: 0.0126 (0.0267) loss_rpn_box_reg: 0.0073 (0.0170) loss_da_image: 0.6782 (0.6658) loss_da_instance: 0.6623 (0.6564) loss_da_consistency: 0.0069 (0.0073) time: 1.1161 (1.1265) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:08:43,634 maskrcnn_benchmark.trainer INFO: eta: 14:41:40 iter: 23040 loss: 1.5189 (1.5540) loss_classifier: 0.0696 (0.0859) loss_box_reg: 0.0767 (0.0948) loss_objectness: 0.0140 (0.0267) loss_rpn_box_reg: 0.0100 (0.0170) loss_da_image: 0.6729 (0.6658) loss_da_instance: 0.6482 (0.6564) loss_da_consistency: 0.0075 (0.0074) time: 1.1196 (1.1265) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:09:06,071 maskrcnn_benchmark.trainer INFO: eta: 14:41:18 iter: 23060 loss: 1.4935 (1.5539) loss_classifier: 0.0574 (0.0859) loss_box_reg: 0.0567 (0.0948) loss_objectness: 0.0071 (0.0267) loss_rpn_box_reg: 0.0081 (0.0170) loss_da_image: 0.6762 (0.6658) loss_da_instance: 0.6637 (0.6564) loss_da_consistency: 0.0069 (0.0073) time: 1.1201 (1.1265) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:09:28,476 maskrcnn_benchmark.trainer INFO: eta: 14:40:55 iter: 23080 loss: 1.5177 (1.5539) loss_classifier: 0.0503 (0.0859) loss_box_reg: 0.0787 (0.0948) loss_objectness: 0.0097 (0.0266) loss_rpn_box_reg: 0.0097 (0.0170) loss_da_image: 0.6747 (0.6658) loss_da_instance: 0.6673 (0.6564) loss_da_consistency: 0.0066 (0.0073) time: 1.1192 (1.1265) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:09:50,941 maskrcnn_benchmark.trainer INFO: eta: 14:40:32 iter: 23100 loss: 1.4640 (1.5539) loss_classifier: 0.0528 (0.0858) loss_box_reg: 0.0502 (0.0948) loss_objectness: 0.0092 (0.0266) loss_rpn_box_reg: 0.0099 (0.0170) loss_da_image: 0.6682 (0.6658) loss_da_instance: 0.6610 (0.6564) loss_da_consistency: 0.0059 (0.0073) time: 1.1207 (1.1265) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:10:13,408 maskrcnn_benchmark.trainer INFO: eta: 14:40:10 iter: 23120 loss: 1.5152 (1.5538) loss_classifier: 0.0565 (0.0858) loss_box_reg: 0.0594 (0.0948) loss_objectness: 0.0128 (0.0266) loss_rpn_box_reg: 0.0056 (0.0170) loss_da_image: 0.6744 (0.6658) loss_da_instance: 0.6746 (0.6564) loss_da_consistency: 0.0064 (0.0073) time: 1.1242 (1.1265) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:10:35,836 maskrcnn_benchmark.trainer INFO: eta: 14:39:47 iter: 23140 loss: 1.4611 (1.5538) loss_classifier: 0.0400 (0.0858) loss_box_reg: 0.0569 (0.0947) loss_objectness: 0.0058 (0.0266) loss_rpn_box_reg: 0.0059 (0.0170) loss_da_image: 0.6772 (0.6659) loss_da_instance: 0.6623 (0.6564) loss_da_consistency: 0.0050 (0.0073) time: 1.1220 (1.1265) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:10:58,259 maskrcnn_benchmark.trainer INFO: eta: 14:39:24 iter: 23160 loss: 1.5042 (1.5537) loss_classifier: 0.0618 (0.0858) loss_box_reg: 0.0600 (0.0947) loss_objectness: 0.0083 (0.0266) loss_rpn_box_reg: 0.0075 (0.0170) loss_da_image: 0.6739 (0.6659) loss_da_instance: 0.6561 (0.6564) loss_da_consistency: 0.0065 (0.0073) time: 1.1209 (1.1265) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:11:20,649 maskrcnn_benchmark.trainer INFO: eta: 14:39:01 iter: 23180 loss: 1.5084 (1.5537) loss_classifier: 0.0641 (0.0858) loss_box_reg: 0.0614 (0.0947) loss_objectness: 0.0147 (0.0266) loss_rpn_box_reg: 0.0171 (0.0170) loss_da_image: 0.6756 (0.6659) loss_da_instance: 0.6537 (0.6564) loss_da_consistency: 0.0072 (0.0073) time: 1.1186 (1.1265) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:11:43,055 maskrcnn_benchmark.trainer INFO: eta: 14:38:38 iter: 23200 loss: 1.5242 (1.5537) loss_classifier: 0.0670 (0.0857) loss_box_reg: 0.0907 (0.0947) loss_objectness: 0.0084 (0.0266) loss_rpn_box_reg: 0.0089 (0.0170) loss_da_image: 0.6799 (0.6659) loss_da_instance: 0.6519 (0.6564) loss_da_consistency: 0.0072 (0.0073) time: 1.1196 (1.1265) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:12:05,547 maskrcnn_benchmark.trainer INFO: eta: 14:38:16 iter: 23220 loss: 1.5375 (1.5537) loss_classifier: 0.0859 (0.0857) loss_box_reg: 0.0907 (0.0947) loss_objectness: 0.0155 (0.0266) loss_rpn_box_reg: 0.0116 (0.0170) loss_da_image: 0.6738 (0.6659) loss_da_instance: 0.6576 (0.6564) loss_da_consistency: 0.0078 (0.0073) time: 1.1252 (1.1265) data: 0.0810 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:12:27,916 maskrcnn_benchmark.trainer INFO: eta: 14:37:53 iter: 23240 loss: 1.5058 (1.5537) loss_classifier: 0.0641 (0.0857) loss_box_reg: 0.0837 (0.0947) loss_objectness: 0.0105 (0.0266) loss_rpn_box_reg: 0.0118 (0.0170) loss_da_image: 0.6764 (0.6659) loss_da_instance: 0.6452 (0.6564) loss_da_consistency: 0.0073 (0.0073) time: 1.1176 (1.1265) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:12:50,415 maskrcnn_benchmark.trainer INFO: eta: 14:37:30 iter: 23260 loss: 1.4655 (1.5536) loss_classifier: 0.0509 (0.0857) loss_box_reg: 0.0602 (0.0947) loss_objectness: 0.0066 (0.0266) loss_rpn_box_reg: 0.0115 (0.0170) loss_da_image: 0.6749 (0.6659) loss_da_instance: 0.6603 (0.6564) loss_da_consistency: 0.0061 (0.0073) time: 1.1249 (1.1265) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:13:12,829 maskrcnn_benchmark.trainer INFO: eta: 14:37:08 iter: 23280 loss: 1.5153 (1.5536) loss_classifier: 0.0671 (0.0857) loss_box_reg: 0.0806 (0.0947) loss_objectness: 0.0078 (0.0265) loss_rpn_box_reg: 0.0065 (0.0170) loss_da_image: 0.6800 (0.6659) loss_da_instance: 0.6647 (0.6564) loss_da_consistency: 0.0071 (0.0073) time: 1.1221 (1.1265) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:13:35,230 maskrcnn_benchmark.trainer INFO: eta: 14:36:45 iter: 23300 loss: 1.4991 (1.5535) loss_classifier: 0.0588 (0.0857) loss_box_reg: 0.0725 (0.0947) loss_objectness: 0.0075 (0.0265) loss_rpn_box_reg: 0.0083 (0.0170) loss_da_image: 0.6752 (0.6659) loss_da_instance: 0.6539 (0.6564) loss_da_consistency: 0.0070 (0.0073) time: 1.1178 (1.1265) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:13:57,633 maskrcnn_benchmark.trainer INFO: eta: 14:36:22 iter: 23320 loss: 1.5448 (1.5536) loss_classifier: 0.0735 (0.0857) loss_box_reg: 0.0850 (0.0947) loss_objectness: 0.0129 (0.0265) loss_rpn_box_reg: 0.0107 (0.0170) loss_da_image: 0.6794 (0.6659) loss_da_instance: 0.6576 (0.6564) loss_da_consistency: 0.0069 (0.0073) time: 1.1194 (1.1264) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:14:20,121 maskrcnn_benchmark.trainer INFO: eta: 14:35:59 iter: 23340 loss: 1.5328 (1.5535) loss_classifier: 0.0538 (0.0856) loss_box_reg: 0.1104 (0.0947) loss_objectness: 0.0110 (0.0265) loss_rpn_box_reg: 0.0097 (0.0170) loss_da_image: 0.6756 (0.6659) loss_da_instance: 0.6706 (0.6565) loss_da_consistency: 0.0067 (0.0073) time: 1.1206 (1.1264) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:14:42,550 maskrcnn_benchmark.trainer INFO: eta: 14:35:37 iter: 23360 loss: 1.5043 (1.5535) loss_classifier: 0.0500 (0.0856) loss_box_reg: 0.0601 (0.0947) loss_objectness: 0.0091 (0.0265) loss_rpn_box_reg: 0.0092 (0.0170) loss_da_image: 0.6766 (0.6660) loss_da_instance: 0.6581 (0.6565) loss_da_consistency: 0.0067 (0.0073) time: 1.1195 (1.1264) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:15:04,922 maskrcnn_benchmark.trainer INFO: eta: 14:35:14 iter: 23380 loss: 1.5189 (1.5535) loss_classifier: 0.0639 (0.0856) loss_box_reg: 0.0695 (0.0946) loss_objectness: 0.0082 (0.0265) loss_rpn_box_reg: 0.0062 (0.0170) loss_da_image: 0.6789 (0.6660) loss_da_instance: 0.6644 (0.6565) loss_da_consistency: 0.0051 (0.0073) time: 1.1155 (1.1264) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:15:27,276 maskrcnn_benchmark.trainer INFO: eta: 14:34:51 iter: 23400 loss: 1.4993 (1.5535) loss_classifier: 0.0554 (0.0856) loss_box_reg: 0.0638 (0.0946) loss_objectness: 0.0115 (0.0265) loss_rpn_box_reg: 0.0095 (0.0170) loss_da_image: 0.6747 (0.6660) loss_da_instance: 0.6588 (0.6565) loss_da_consistency: 0.0063 (0.0073) time: 1.1184 (1.1264) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:15:49,724 maskrcnn_benchmark.trainer INFO: eta: 14:34:28 iter: 23420 loss: 1.4909 (1.5534) loss_classifier: 0.0610 (0.0856) loss_box_reg: 0.0527 (0.0946) loss_objectness: 0.0085 (0.0265) loss_rpn_box_reg: 0.0072 (0.0170) loss_da_image: 0.6704 (0.6660) loss_da_instance: 0.6615 (0.6565) loss_da_consistency: 0.0055 (0.0073) time: 1.1211 (1.1264) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:16:12,272 maskrcnn_benchmark.trainer INFO: eta: 14:34:06 iter: 23440 loss: 1.4911 (1.5534) loss_classifier: 0.0497 (0.0856) loss_box_reg: 0.0708 (0.0946) loss_objectness: 0.0117 (0.0265) loss_rpn_box_reg: 0.0156 (0.0170) loss_da_image: 0.6724 (0.6660) loss_da_instance: 0.6649 (0.6565) loss_da_consistency: 0.0059 (0.0073) time: 1.1276 (1.1264) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:16:34,738 maskrcnn_benchmark.trainer INFO: eta: 14:33:43 iter: 23460 loss: 1.4713 (1.5533) loss_classifier: 0.0436 (0.0855) loss_box_reg: 0.0616 (0.0946) loss_objectness: 0.0106 (0.0265) loss_rpn_box_reg: 0.0106 (0.0170) loss_da_image: 0.6658 (0.6660) loss_da_instance: 0.6599 (0.6565) loss_da_consistency: 0.0064 (0.0073) time: 1.1250 (1.1264) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:16:57,181 maskrcnn_benchmark.trainer INFO: eta: 14:33:20 iter: 23480 loss: 1.5044 (1.5533) loss_classifier: 0.0532 (0.0855) loss_box_reg: 0.0940 (0.0946) loss_objectness: 0.0171 (0.0265) loss_rpn_box_reg: 0.0143 (0.0170) loss_da_image: 0.6745 (0.6660) loss_da_instance: 0.6613 (0.6565) loss_da_consistency: 0.0062 (0.0073) time: 1.1220 (1.1264) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:17:19,581 maskrcnn_benchmark.trainer INFO: eta: 14:32:58 iter: 23500 loss: 1.4493 (1.5533) loss_classifier: 0.0345 (0.0855) loss_box_reg: 0.0499 (0.0945) loss_objectness: 0.0103 (0.0264) loss_rpn_box_reg: 0.0040 (0.0170) loss_da_image: 0.6726 (0.6660) loss_da_instance: 0.6809 (0.6565) loss_da_consistency: 0.0057 (0.0073) time: 1.1199 (1.1264) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:17:42,078 maskrcnn_benchmark.trainer INFO: eta: 14:32:35 iter: 23520 loss: 1.5091 (1.5533) loss_classifier: 0.0534 (0.0855) loss_box_reg: 0.0691 (0.0945) loss_objectness: 0.0127 (0.0264) loss_rpn_box_reg: 0.0059 (0.0170) loss_da_image: 0.6729 (0.6660) loss_da_instance: 0.6683 (0.6565) loss_da_consistency: 0.0054 (0.0073) time: 1.1256 (1.1264) data: 0.0750 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:18:04,512 maskrcnn_benchmark.trainer INFO: eta: 14:32:12 iter: 23540 loss: 1.5243 (1.5532) loss_classifier: 0.0707 (0.0855) loss_box_reg: 0.0725 (0.0945) loss_objectness: 0.0135 (0.0264) loss_rpn_box_reg: 0.0105 (0.0170) loss_da_image: 0.6726 (0.6660) loss_da_instance: 0.6667 (0.6565) loss_da_consistency: 0.0066 (0.0073) time: 1.1221 (1.1264) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:18:26,862 maskrcnn_benchmark.trainer INFO: eta: 14:31:50 iter: 23560 loss: 1.4848 (1.5532) loss_classifier: 0.0505 (0.0855) loss_box_reg: 0.0559 (0.0945) loss_objectness: 0.0144 (0.0264) loss_rpn_box_reg: 0.0086 (0.0169) loss_da_image: 0.6793 (0.6660) loss_da_instance: 0.6681 (0.6565) loss_da_consistency: 0.0055 (0.0073) time: 1.1169 (1.1264) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:18:49,239 maskrcnn_benchmark.trainer INFO: eta: 14:31:27 iter: 23580 loss: 1.4708 (1.5532) loss_classifier: 0.0445 (0.0854) loss_box_reg: 0.0666 (0.0945) loss_objectness: 0.0090 (0.0264) loss_rpn_box_reg: 0.0078 (0.0169) loss_da_image: 0.6739 (0.6660) loss_da_instance: 0.6603 (0.6565) loss_da_consistency: 0.0058 (0.0073) time: 1.1157 (1.1264) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:19:11,698 maskrcnn_benchmark.trainer INFO: eta: 14:31:04 iter: 23600 loss: 1.5321 (1.5532) loss_classifier: 0.0802 (0.0854) loss_box_reg: 0.0961 (0.0945) loss_objectness: 0.0199 (0.0264) loss_rpn_box_reg: 0.0120 (0.0169) loss_da_image: 0.6650 (0.6660) loss_da_instance: 0.6601 (0.6565) loss_da_consistency: 0.0059 (0.0073) time: 1.1223 (1.1264) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:19:34,155 maskrcnn_benchmark.trainer INFO: eta: 14:30:41 iter: 23620 loss: 1.5261 (1.5531) loss_classifier: 0.0689 (0.0854) loss_box_reg: 0.0791 (0.0945) loss_objectness: 0.0125 (0.0264) loss_rpn_box_reg: 0.0132 (0.0169) loss_da_image: 0.6653 (0.6660) loss_da_instance: 0.6572 (0.6565) loss_da_consistency: 0.0054 (0.0073) time: 1.1238 (1.1264) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:19:56,609 maskrcnn_benchmark.trainer INFO: eta: 14:30:19 iter: 23640 loss: 1.5009 (1.5531) loss_classifier: 0.0505 (0.0854) loss_box_reg: 0.0646 (0.0944) loss_objectness: 0.0086 (0.0264) loss_rpn_box_reg: 0.0041 (0.0169) loss_da_image: 0.6724 (0.6660) loss_da_instance: 0.6725 (0.6566) loss_da_consistency: 0.0047 (0.0073) time: 1.1210 (1.1264) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:20:19,045 maskrcnn_benchmark.trainer INFO: eta: 14:29:56 iter: 23660 loss: 1.4530 (1.5530) loss_classifier: 0.0431 (0.0854) loss_box_reg: 0.0432 (0.0944) loss_objectness: 0.0110 (0.0264) loss_rpn_box_reg: 0.0052 (0.0169) loss_da_image: 0.6743 (0.6660) loss_da_instance: 0.6561 (0.6566) loss_da_consistency: 0.0078 (0.0073) time: 1.1216 (1.1264) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:20:41,574 maskrcnn_benchmark.trainer INFO: eta: 14:29:33 iter: 23680 loss: 1.5389 (1.5530) loss_classifier: 0.0544 (0.0854) loss_box_reg: 0.0837 (0.0944) loss_objectness: 0.0222 (0.0264) loss_rpn_box_reg: 0.0131 (0.0169) loss_da_image: 0.6779 (0.6661) loss_da_instance: 0.6730 (0.6566) loss_da_consistency: 0.0068 (0.0073) time: 1.1182 (1.1264) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:21:04,028 maskrcnn_benchmark.trainer INFO: eta: 14:29:11 iter: 23700 loss: 1.5357 (1.5530) loss_classifier: 0.0768 (0.0854) loss_box_reg: 0.0702 (0.0944) loss_objectness: 0.0106 (0.0264) loss_rpn_box_reg: 0.0112 (0.0169) loss_da_image: 0.6804 (0.6661) loss_da_instance: 0.6661 (0.6566) loss_da_consistency: 0.0066 (0.0073) time: 1.1210 (1.1264) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:21:26,420 maskrcnn_benchmark.trainer INFO: eta: 14:28:48 iter: 23720 loss: 1.4506 (1.5530) loss_classifier: 0.0423 (0.0853) loss_box_reg: 0.0317 (0.0944) loss_objectness: 0.0105 (0.0264) loss_rpn_box_reg: 0.0038 (0.0169) loss_da_image: 0.6782 (0.6661) loss_da_instance: 0.6739 (0.6566) loss_da_consistency: 0.0069 (0.0073) time: 1.1167 (1.1264) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:21:48,885 maskrcnn_benchmark.trainer INFO: eta: 14:28:25 iter: 23740 loss: 1.5713 (1.5530) loss_classifier: 0.0738 (0.0853) loss_box_reg: 0.0979 (0.0944) loss_objectness: 0.0093 (0.0263) loss_rpn_box_reg: 0.0122 (0.0169) loss_da_image: 0.6764 (0.6661) loss_da_instance: 0.6682 (0.6566) loss_da_consistency: 0.0049 (0.0073) time: 1.1228 (1.1264) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:22:11,235 maskrcnn_benchmark.trainer INFO: eta: 14:28:02 iter: 23760 loss: 1.4782 (1.5529) loss_classifier: 0.0494 (0.0853) loss_box_reg: 0.0558 (0.0943) loss_objectness: 0.0130 (0.0263) loss_rpn_box_reg: 0.0102 (0.0169) loss_da_image: 0.6657 (0.6661) loss_da_instance: 0.6569 (0.6566) loss_da_consistency: 0.0053 (0.0073) time: 1.1171 (1.1264) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:22:33,715 maskrcnn_benchmark.trainer INFO: eta: 14:27:40 iter: 23780 loss: 1.5052 (1.5529) loss_classifier: 0.0714 (0.0853) loss_box_reg: 0.0689 (0.0943) loss_objectness: 0.0086 (0.0263) loss_rpn_box_reg: 0.0096 (0.0169) loss_da_image: 0.6683 (0.6661) loss_da_instance: 0.6612 (0.6566) loss_da_consistency: 0.0048 (0.0073) time: 1.1239 (1.1264) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:22:56,090 maskrcnn_benchmark.trainer INFO: eta: 14:27:17 iter: 23800 loss: 1.4900 (1.5528) loss_classifier: 0.0616 (0.0853) loss_box_reg: 0.0705 (0.0943) loss_objectness: 0.0094 (0.0263) loss_rpn_box_reg: 0.0099 (0.0169) loss_da_image: 0.6703 (0.6661) loss_da_instance: 0.6632 (0.6566) loss_da_consistency: 0.0056 (0.0073) time: 1.1170 (1.1264) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:23:18,454 maskrcnn_benchmark.trainer INFO: eta: 14:26:54 iter: 23820 loss: 1.4934 (1.5528) loss_classifier: 0.0626 (0.0853) loss_box_reg: 0.0626 (0.0943) loss_objectness: 0.0077 (0.0263) loss_rpn_box_reg: 0.0077 (0.0169) loss_da_image: 0.6746 (0.6661) loss_da_instance: 0.6634 (0.6566) loss_da_consistency: 0.0058 (0.0073) time: 1.1160 (1.1263) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:23:40,961 maskrcnn_benchmark.trainer INFO: eta: 14:26:32 iter: 23840 loss: 1.5084 (1.5528) loss_classifier: 0.0562 (0.0852) loss_box_reg: 0.0602 (0.0943) loss_objectness: 0.0113 (0.0263) loss_rpn_box_reg: 0.0104 (0.0169) loss_da_image: 0.6792 (0.6661) loss_da_instance: 0.6712 (0.6566) loss_da_consistency: 0.0071 (0.0073) time: 1.1236 (1.1263) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:24:03,418 maskrcnn_benchmark.trainer INFO: eta: 14:26:09 iter: 23860 loss: 1.4565 (1.5527) loss_classifier: 0.0398 (0.0852) loss_box_reg: 0.0380 (0.0942) loss_objectness: 0.0082 (0.0263) loss_rpn_box_reg: 0.0090 (0.0169) loss_da_image: 0.6764 (0.6661) loss_da_instance: 0.6713 (0.6566) loss_da_consistency: 0.0062 (0.0073) time: 1.1212 (1.1263) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:24:25,786 maskrcnn_benchmark.trainer INFO: eta: 14:25:46 iter: 23880 loss: 1.5164 (1.5527) loss_classifier: 0.0609 (0.0852) loss_box_reg: 0.0786 (0.0942) loss_objectness: 0.0103 (0.0263) loss_rpn_box_reg: 0.0129 (0.0169) loss_da_image: 0.6780 (0.6661) loss_da_instance: 0.6521 (0.6566) loss_da_consistency: 0.0055 (0.0073) time: 1.1191 (1.1263) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:24:48,285 maskrcnn_benchmark.trainer INFO: eta: 14:25:24 iter: 23900 loss: 1.4676 (1.5527) loss_classifier: 0.0687 (0.0852) loss_box_reg: 0.0403 (0.0942) loss_objectness: 0.0136 (0.0263) loss_rpn_box_reg: 0.0083 (0.0169) loss_da_image: 0.6767 (0.6661) loss_da_instance: 0.6654 (0.6567) loss_da_consistency: 0.0064 (0.0073) time: 1.1248 (1.1263) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:25:10,752 maskrcnn_benchmark.trainer INFO: eta: 14:25:01 iter: 23920 loss: 1.4807 (1.5526) loss_classifier: 0.0473 (0.0852) loss_box_reg: 0.0662 (0.0942) loss_objectness: 0.0060 (0.0263) loss_rpn_box_reg: 0.0068 (0.0169) loss_da_image: 0.6733 (0.6661) loss_da_instance: 0.6625 (0.6567) loss_da_consistency: 0.0060 (0.0073) time: 1.1246 (1.1263) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:25:33,266 maskrcnn_benchmark.trainer INFO: eta: 14:24:38 iter: 23940 loss: 1.4605 (1.5526) loss_classifier: 0.0471 (0.0851) loss_box_reg: 0.0580 (0.0942) loss_objectness: 0.0071 (0.0263) loss_rpn_box_reg: 0.0040 (0.0169) loss_da_image: 0.6761 (0.6661) loss_da_instance: 0.6650 (0.6567) loss_da_consistency: 0.0065 (0.0073) time: 1.1249 (1.1263) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:25:55,642 maskrcnn_benchmark.trainer INFO: eta: 14:24:16 iter: 23960 loss: 1.5322 (1.5526) loss_classifier: 0.0661 (0.0851) loss_box_reg: 0.0783 (0.0942) loss_objectness: 0.0099 (0.0262) loss_rpn_box_reg: 0.0073 (0.0169) loss_da_image: 0.6785 (0.6662) loss_da_instance: 0.6674 (0.6567) loss_da_consistency: 0.0054 (0.0073) time: 1.1153 (1.1263) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:26:18,345 maskrcnn_benchmark.trainer INFO: eta: 14:23:53 iter: 23980 loss: 1.5054 (1.5525) loss_classifier: 0.0575 (0.0851) loss_box_reg: 0.0672 (0.0942) loss_objectness: 0.0082 (0.0262) loss_rpn_box_reg: 0.0065 (0.0169) loss_da_image: 0.6750 (0.6662) loss_da_instance: 0.6620 (0.6567) loss_da_consistency: 0.0055 (0.0073) time: 1.1248 (1.1263) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:26:40,772 maskrcnn_benchmark.trainer INFO: eta: 14:23:31 iter: 24000 loss: 1.4696 (1.5524) loss_classifier: 0.0335 (0.0851) loss_box_reg: 0.0606 (0.0941) loss_objectness: 0.0069 (0.0262) loss_rpn_box_reg: 0.0032 (0.0169) loss_da_image: 0.6714 (0.6662) loss_da_instance: 0.6686 (0.6567) loss_da_consistency: 0.0049 (0.0073) time: 1.1177 (1.1263) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:27:03,169 maskrcnn_benchmark.trainer INFO: eta: 14:23:08 iter: 24020 loss: 1.4803 (1.5524) loss_classifier: 0.0599 (0.0851) loss_box_reg: 0.0584 (0.0941) loss_objectness: 0.0120 (0.0262) loss_rpn_box_reg: 0.0065 (0.0169) loss_da_image: 0.6741 (0.6662) loss_da_instance: 0.6634 (0.6567) loss_da_consistency: 0.0056 (0.0073) time: 1.1181 (1.1263) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:27:25,584 maskrcnn_benchmark.trainer INFO: eta: 14:22:45 iter: 24040 loss: 1.4589 (1.5523) loss_classifier: 0.0600 (0.0850) loss_box_reg: 0.0518 (0.0941) loss_objectness: 0.0065 (0.0262) loss_rpn_box_reg: 0.0076 (0.0169) loss_da_image: 0.6724 (0.6662) loss_da_instance: 0.6576 (0.6567) loss_da_consistency: 0.0053 (0.0073) time: 1.1212 (1.1263) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:27:48,117 maskrcnn_benchmark.trainer INFO: eta: 14:22:23 iter: 24060 loss: 1.4909 (1.5523) loss_classifier: 0.0601 (0.0850) loss_box_reg: 0.0737 (0.0941) loss_objectness: 0.0096 (0.0262) loss_rpn_box_reg: 0.0073 (0.0169) loss_da_image: 0.6701 (0.6662) loss_da_instance: 0.6530 (0.6567) loss_da_consistency: 0.0065 (0.0073) time: 1.1252 (1.1263) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:28:10,525 maskrcnn_benchmark.trainer INFO: eta: 14:22:00 iter: 24080 loss: 1.5528 (1.5523) loss_classifier: 0.0679 (0.0850) loss_box_reg: 0.0932 (0.0941) loss_objectness: 0.0148 (0.0262) loss_rpn_box_reg: 0.0095 (0.0169) loss_da_image: 0.6779 (0.6662) loss_da_instance: 0.6627 (0.6567) loss_da_consistency: 0.0078 (0.0073) time: 1.1204 (1.1263) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:28:33,015 maskrcnn_benchmark.trainer INFO: eta: 14:21:37 iter: 24100 loss: 1.5170 (1.5523) loss_classifier: 0.0731 (0.0850) loss_box_reg: 0.0611 (0.0941) loss_objectness: 0.0108 (0.0262) loss_rpn_box_reg: 0.0116 (0.0168) loss_da_image: 0.6740 (0.6662) loss_da_instance: 0.6494 (0.6567) loss_da_consistency: 0.0073 (0.0073) time: 1.1218 (1.1263) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:28:55,584 maskrcnn_benchmark.trainer INFO: eta: 14:21:15 iter: 24120 loss: 1.4825 (1.5523) loss_classifier: 0.0599 (0.0850) loss_box_reg: 0.0733 (0.0941) loss_objectness: 0.0074 (0.0262) loss_rpn_box_reg: 0.0077 (0.0168) loss_da_image: 0.6709 (0.6662) loss_da_instance: 0.6577 (0.6567) loss_da_consistency: 0.0070 (0.0073) time: 1.1250 (1.1263) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:29:18,028 maskrcnn_benchmark.trainer INFO: eta: 14:20:52 iter: 24140 loss: 1.4968 (1.5523) loss_classifier: 0.0556 (0.0850) loss_box_reg: 0.0558 (0.0940) loss_objectness: 0.0090 (0.0262) loss_rpn_box_reg: 0.0078 (0.0168) loss_da_image: 0.6736 (0.6662) loss_da_instance: 0.6644 (0.6567) loss_da_consistency: 0.0061 (0.0073) time: 1.1222 (1.1263) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:29:40,557 maskrcnn_benchmark.trainer INFO: eta: 14:20:30 iter: 24160 loss: 1.5252 (1.5522) loss_classifier: 0.0732 (0.0850) loss_box_reg: 0.0704 (0.0940) loss_objectness: 0.0166 (0.0262) loss_rpn_box_reg: 0.0119 (0.0168) loss_da_image: 0.6742 (0.6662) loss_da_instance: 0.6679 (0.6567) loss_da_consistency: 0.0054 (0.0073) time: 1.1190 (1.1263) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:30:02,969 maskrcnn_benchmark.trainer INFO: eta: 14:20:07 iter: 24180 loss: 1.5224 (1.5522) loss_classifier: 0.0703 (0.0850) loss_box_reg: 0.0700 (0.0940) loss_objectness: 0.0171 (0.0261) loss_rpn_box_reg: 0.0100 (0.0168) loss_da_image: 0.6724 (0.6662) loss_da_instance: 0.6558 (0.6567) loss_da_consistency: 0.0058 (0.0073) time: 1.1205 (1.1263) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:30:25,397 maskrcnn_benchmark.trainer INFO: eta: 14:19:44 iter: 24200 loss: 1.4935 (1.5522) loss_classifier: 0.0612 (0.0850) loss_box_reg: 0.0659 (0.0940) loss_objectness: 0.0096 (0.0261) loss_rpn_box_reg: 0.0086 (0.0168) loss_da_image: 0.6696 (0.6662) loss_da_instance: 0.6622 (0.6567) loss_da_consistency: 0.0053 (0.0073) time: 1.1216 (1.1263) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:30:47,873 maskrcnn_benchmark.trainer INFO: eta: 14:19:22 iter: 24220 loss: 1.4654 (1.5522) loss_classifier: 0.0497 (0.0850) loss_box_reg: 0.0642 (0.0940) loss_objectness: 0.0076 (0.0261) loss_rpn_box_reg: 0.0064 (0.0168) loss_da_image: 0.6752 (0.6662) loss_da_instance: 0.6612 (0.6567) loss_da_consistency: 0.0059 (0.0073) time: 1.1235 (1.1263) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:31:10,428 maskrcnn_benchmark.trainer INFO: eta: 14:18:59 iter: 24240 loss: 1.4748 (1.5521) loss_classifier: 0.0382 (0.0849) loss_box_reg: 0.0389 (0.0940) loss_objectness: 0.0076 (0.0261) loss_rpn_box_reg: 0.0078 (0.0168) loss_da_image: 0.6688 (0.6662) loss_da_instance: 0.6683 (0.6567) loss_da_consistency: 0.0051 (0.0073) time: 1.1238 (1.1263) data: 0.0746 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:31:32,836 maskrcnn_benchmark.trainer INFO: eta: 14:18:36 iter: 24260 loss: 1.4636 (1.5521) loss_classifier: 0.0549 (0.0849) loss_box_reg: 0.0616 (0.0939) loss_objectness: 0.0080 (0.0261) loss_rpn_box_reg: 0.0073 (0.0168) loss_da_image: 0.6764 (0.6662) loss_da_instance: 0.6543 (0.6567) loss_da_consistency: 0.0058 (0.0073) time: 1.1159 (1.1263) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:31:55,429 maskrcnn_benchmark.trainer INFO: eta: 14:18:14 iter: 24280 loss: 1.5655 (1.5521) loss_classifier: 0.0732 (0.0849) loss_box_reg: 0.1066 (0.0940) loss_objectness: 0.0110 (0.0261) loss_rpn_box_reg: 0.0169 (0.0168) loss_da_image: 0.6734 (0.6663) loss_da_instance: 0.6526 (0.6567) loss_da_consistency: 0.0072 (0.0073) time: 1.1237 (1.1263) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:32:18,064 maskrcnn_benchmark.trainer INFO: eta: 14:17:52 iter: 24300 loss: 1.4986 (1.5521) loss_classifier: 0.0620 (0.0849) loss_box_reg: 0.0836 (0.0939) loss_objectness: 0.0115 (0.0261) loss_rpn_box_reg: 0.0069 (0.0168) loss_da_image: 0.6759 (0.6663) loss_da_instance: 0.6420 (0.6567) loss_da_consistency: 0.0089 (0.0073) time: 1.1191 (1.1263) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:32:40,454 maskrcnn_benchmark.trainer INFO: eta: 14:17:29 iter: 24320 loss: 1.4953 (1.5520) loss_classifier: 0.0505 (0.0849) loss_box_reg: 0.0621 (0.0939) loss_objectness: 0.0088 (0.0261) loss_rpn_box_reg: 0.0062 (0.0168) loss_da_image: 0.6721 (0.6663) loss_da_instance: 0.6789 (0.6568) loss_da_consistency: 0.0059 (0.0073) time: 1.1209 (1.1263) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:33:02,865 maskrcnn_benchmark.trainer INFO: eta: 14:17:06 iter: 24340 loss: 1.5010 (1.5520) loss_classifier: 0.0656 (0.0849) loss_box_reg: 0.0720 (0.0939) loss_objectness: 0.0175 (0.0261) loss_rpn_box_reg: 0.0111 (0.0168) loss_da_image: 0.6710 (0.6663) loss_da_instance: 0.6615 (0.6568) loss_da_consistency: 0.0062 (0.0073) time: 1.1202 (1.1263) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:33:25,320 maskrcnn_benchmark.trainer INFO: eta: 14:16:43 iter: 24360 loss: 1.4713 (1.5520) loss_classifier: 0.0546 (0.0849) loss_box_reg: 0.0423 (0.0939) loss_objectness: 0.0138 (0.0261) loss_rpn_box_reg: 0.0120 (0.0168) loss_da_image: 0.6712 (0.6663) loss_da_instance: 0.6581 (0.6568) loss_da_consistency: 0.0054 (0.0073) time: 1.1192 (1.1263) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:33:47,730 maskrcnn_benchmark.trainer INFO: eta: 14:16:21 iter: 24380 loss: 1.4694 (1.5520) loss_classifier: 0.0384 (0.0849) loss_box_reg: 0.0498 (0.0939) loss_objectness: 0.0045 (0.0261) loss_rpn_box_reg: 0.0053 (0.0168) loss_da_image: 0.6760 (0.6663) loss_da_instance: 0.6677 (0.6568) loss_da_consistency: 0.0058 (0.0073) time: 1.1202 (1.1263) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:34:10,164 maskrcnn_benchmark.trainer INFO: eta: 14:15:58 iter: 24400 loss: 1.5217 (1.5520) loss_classifier: 0.0964 (0.0849) loss_box_reg: 0.0906 (0.0939) loss_objectness: 0.0151 (0.0261) loss_rpn_box_reg: 0.0084 (0.0168) loss_da_image: 0.6676 (0.6663) loss_da_instance: 0.6600 (0.6568) loss_da_consistency: 0.0062 (0.0073) time: 1.1221 (1.1263) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:34:32,591 maskrcnn_benchmark.trainer INFO: eta: 14:15:35 iter: 24420 loss: 1.5804 (1.5520) loss_classifier: 0.0934 (0.0849) loss_box_reg: 0.1147 (0.0939) loss_objectness: 0.0182 (0.0261) loss_rpn_box_reg: 0.0180 (0.0168) loss_da_image: 0.6710 (0.6663) loss_da_instance: 0.6578 (0.6568) loss_da_consistency: 0.0075 (0.0073) time: 1.1212 (1.1263) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:34:54,975 maskrcnn_benchmark.trainer INFO: eta: 14:15:12 iter: 24440 loss: 1.5306 (1.5521) loss_classifier: 0.0693 (0.0849) loss_box_reg: 0.0822 (0.0939) loss_objectness: 0.0180 (0.0261) loss_rpn_box_reg: 0.0087 (0.0168) loss_da_image: 0.6773 (0.6663) loss_da_instance: 0.6672 (0.6568) loss_da_consistency: 0.0057 (0.0073) time: 1.1199 (1.1263) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:35:17,419 maskrcnn_benchmark.trainer INFO: eta: 14:14:50 iter: 24460 loss: 1.5100 (1.5520) loss_classifier: 0.0505 (0.0849) loss_box_reg: 0.0534 (0.0939) loss_objectness: 0.0072 (0.0261) loss_rpn_box_reg: 0.0064 (0.0168) loss_da_image: 0.6840 (0.6663) loss_da_instance: 0.6720 (0.6568) loss_da_consistency: 0.0058 (0.0073) time: 1.1201 (1.1263) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:35:39,844 maskrcnn_benchmark.trainer INFO: eta: 14:14:27 iter: 24480 loss: 1.5352 (1.5520) loss_classifier: 0.0712 (0.0849) loss_box_reg: 0.0781 (0.0939) loss_objectness: 0.0146 (0.0261) loss_rpn_box_reg: 0.0102 (0.0168) loss_da_image: 0.6807 (0.6663) loss_da_instance: 0.6647 (0.6568) loss_da_consistency: 0.0060 (0.0073) time: 1.1216 (1.1263) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:36:02,235 maskrcnn_benchmark.trainer INFO: eta: 14:14:04 iter: 24500 loss: 1.4647 (1.5520) loss_classifier: 0.0512 (0.0848) loss_box_reg: 0.0488 (0.0939) loss_objectness: 0.0101 (0.0260) loss_rpn_box_reg: 0.0069 (0.0168) loss_da_image: 0.6839 (0.6663) loss_da_instance: 0.6612 (0.6568) loss_da_consistency: 0.0055 (0.0073) time: 1.1176 (1.1263) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:36:24,703 maskrcnn_benchmark.trainer INFO: eta: 14:13:42 iter: 24520 loss: 1.5548 (1.5520) loss_classifier: 0.0964 (0.0849) loss_box_reg: 0.0933 (0.0939) loss_objectness: 0.0173 (0.0260) loss_rpn_box_reg: 0.0182 (0.0168) loss_da_image: 0.6712 (0.6664) loss_da_instance: 0.6493 (0.6568) loss_da_consistency: 0.0060 (0.0073) time: 1.1240 (1.1263) data: 0.0805 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:36:47,079 maskrcnn_benchmark.trainer INFO: eta: 14:13:19 iter: 24540 loss: 1.5055 (1.5520) loss_classifier: 0.0449 (0.0848) loss_box_reg: 0.0805 (0.0939) loss_objectness: 0.0106 (0.0260) loss_rpn_box_reg: 0.0068 (0.0168) loss_da_image: 0.6779 (0.6664) loss_da_instance: 0.6628 (0.6568) loss_da_consistency: 0.0056 (0.0073) time: 1.1161 (1.1263) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:37:09,700 maskrcnn_benchmark.trainer INFO: eta: 14:12:57 iter: 24560 loss: 1.5498 (1.5520) loss_classifier: 0.0749 (0.0848) loss_box_reg: 0.0739 (0.0939) loss_objectness: 0.0159 (0.0260) loss_rpn_box_reg: 0.0161 (0.0168) loss_da_image: 0.6760 (0.6664) loss_da_instance: 0.6714 (0.6568) loss_da_consistency: 0.0071 (0.0073) time: 1.1232 (1.1263) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:37:32,332 maskrcnn_benchmark.trainer INFO: eta: 14:12:34 iter: 24580 loss: 1.5073 (1.5520) loss_classifier: 0.0565 (0.0848) loss_box_reg: 0.0918 (0.0939) loss_objectness: 0.0126 (0.0260) loss_rpn_box_reg: 0.0092 (0.0168) loss_da_image: 0.6800 (0.6664) loss_da_instance: 0.6537 (0.6568) loss_da_consistency: 0.0058 (0.0073) time: 1.1225 (1.1263) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:37:54,758 maskrcnn_benchmark.trainer INFO: eta: 14:12:11 iter: 24600 loss: 1.4616 (1.5520) loss_classifier: 0.0545 (0.0848) loss_box_reg: 0.0696 (0.0939) loss_objectness: 0.0138 (0.0260) loss_rpn_box_reg: 0.0065 (0.0168) loss_da_image: 0.6766 (0.6664) loss_da_instance: 0.6543 (0.6568) loss_da_consistency: 0.0072 (0.0073) time: 1.1216 (1.1263) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:38:17,229 maskrcnn_benchmark.trainer INFO: eta: 14:11:49 iter: 24620 loss: 1.4641 (1.5519) loss_classifier: 0.0627 (0.0848) loss_box_reg: 0.0664 (0.0938) loss_objectness: 0.0063 (0.0260) loss_rpn_box_reg: 0.0042 (0.0168) loss_da_image: 0.6791 (0.6664) loss_da_instance: 0.6488 (0.6568) loss_da_consistency: 0.0061 (0.0073) time: 1.1235 (1.1263) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:38:39,683 maskrcnn_benchmark.trainer INFO: eta: 14:11:26 iter: 24640 loss: 1.5045 (1.5519) loss_classifier: 0.0643 (0.0848) loss_box_reg: 0.0464 (0.0938) loss_objectness: 0.0111 (0.0260) loss_rpn_box_reg: 0.0099 (0.0168) loss_da_image: 0.6741 (0.6664) loss_da_instance: 0.6613 (0.6568) loss_da_consistency: 0.0061 (0.0073) time: 1.1224 (1.1262) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:39:02,145 maskrcnn_benchmark.trainer INFO: eta: 14:11:04 iter: 24660 loss: 1.5252 (1.5519) loss_classifier: 0.0596 (0.0848) loss_box_reg: 0.0785 (0.0938) loss_objectness: 0.0147 (0.0260) loss_rpn_box_reg: 0.0065 (0.0168) loss_da_image: 0.6798 (0.6664) loss_da_instance: 0.6600 (0.6568) loss_da_consistency: 0.0059 (0.0073) time: 1.1229 (1.1262) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:39:24,604 maskrcnn_benchmark.trainer INFO: eta: 14:10:41 iter: 24680 loss: 1.5285 (1.5518) loss_classifier: 0.0657 (0.0847) loss_box_reg: 0.0626 (0.0938) loss_objectness: 0.0089 (0.0260) loss_rpn_box_reg: 0.0088 (0.0168) loss_da_image: 0.6780 (0.6664) loss_da_instance: 0.6625 (0.6568) loss_da_consistency: 0.0057 (0.0073) time: 1.1224 (1.1262) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:39:47,073 maskrcnn_benchmark.trainer INFO: eta: 14:10:18 iter: 24700 loss: 1.4933 (1.5518) loss_classifier: 0.0590 (0.0847) loss_box_reg: 0.0638 (0.0938) loss_objectness: 0.0141 (0.0260) loss_rpn_box_reg: 0.0093 (0.0168) loss_da_image: 0.6730 (0.6664) loss_da_instance: 0.6646 (0.6568) loss_da_consistency: 0.0062 (0.0073) time: 1.1207 (1.1262) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:40:09,464 maskrcnn_benchmark.trainer INFO: eta: 14:09:56 iter: 24720 loss: 1.5393 (1.5518) loss_classifier: 0.0686 (0.0847) loss_box_reg: 0.0808 (0.0938) loss_objectness: 0.0137 (0.0260) loss_rpn_box_reg: 0.0102 (0.0168) loss_da_image: 0.6744 (0.6664) loss_da_instance: 0.6643 (0.6568) loss_da_consistency: 0.0070 (0.0073) time: 1.1206 (1.1262) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:40:32,063 maskrcnn_benchmark.trainer INFO: eta: 14:09:33 iter: 24740 loss: 1.5181 (1.5518) loss_classifier: 0.0701 (0.0847) loss_box_reg: 0.0682 (0.0938) loss_objectness: 0.0134 (0.0260) loss_rpn_box_reg: 0.0125 (0.0168) loss_da_image: 0.6764 (0.6664) loss_da_instance: 0.6511 (0.6568) loss_da_consistency: 0.0058 (0.0073) time: 1.1245 (1.1262) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:40:54,662 maskrcnn_benchmark.trainer INFO: eta: 14:09:11 iter: 24760 loss: 1.5138 (1.5518) loss_classifier: 0.0544 (0.0847) loss_box_reg: 0.0671 (0.0938) loss_objectness: 0.0123 (0.0260) loss_rpn_box_reg: 0.0108 (0.0168) loss_da_image: 0.6791 (0.6665) loss_da_instance: 0.6673 (0.6569) loss_da_consistency: 0.0057 (0.0073) time: 1.1281 (1.1262) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:41:17,122 maskrcnn_benchmark.trainer INFO: eta: 14:08:48 iter: 24780 loss: 1.5428 (1.5518) loss_classifier: 0.0885 (0.0847) loss_box_reg: 0.1024 (0.0938) loss_objectness: 0.0144 (0.0259) loss_rpn_box_reg: 0.0084 (0.0168) loss_da_image: 0.6717 (0.6665) loss_da_instance: 0.6460 (0.6569) loss_da_consistency: 0.0058 (0.0073) time: 1.1228 (1.1262) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:41:39,948 maskrcnn_benchmark.trainer INFO: eta: 14:08:26 iter: 24800 loss: 1.4691 (1.5517) loss_classifier: 0.0487 (0.0847) loss_box_reg: 0.0744 (0.0938) loss_objectness: 0.0087 (0.0259) loss_rpn_box_reg: 0.0086 (0.0168) loss_da_image: 0.6653 (0.6665) loss_da_instance: 0.6606 (0.6569) loss_da_consistency: 0.0061 (0.0073) time: 1.1266 (1.1263) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:42:02,521 maskrcnn_benchmark.trainer INFO: eta: 14:08:04 iter: 24820 loss: 1.4538 (1.5517) loss_classifier: 0.0361 (0.0847) loss_box_reg: 0.0566 (0.0937) loss_objectness: 0.0084 (0.0259) loss_rpn_box_reg: 0.0073 (0.0168) loss_da_image: 0.6683 (0.6665) loss_da_instance: 0.6552 (0.6569) loss_da_consistency: 0.0065 (0.0073) time: 1.1225 (1.1263) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:42:24,987 maskrcnn_benchmark.trainer INFO: eta: 14:07:41 iter: 24840 loss: 1.5208 (1.5516) loss_classifier: 0.0687 (0.0847) loss_box_reg: 0.0507 (0.0937) loss_objectness: 0.0099 (0.0259) loss_rpn_box_reg: 0.0066 (0.0167) loss_da_image: 0.6717 (0.6665) loss_da_instance: 0.6677 (0.6569) loss_da_consistency: 0.0067 (0.0073) time: 1.1211 (1.1263) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:42:47,429 maskrcnn_benchmark.trainer INFO: eta: 14:07:18 iter: 24860 loss: 1.5002 (1.5516) loss_classifier: 0.0536 (0.0846) loss_box_reg: 0.0608 (0.0937) loss_objectness: 0.0132 (0.0259) loss_rpn_box_reg: 0.0089 (0.0167) loss_da_image: 0.6761 (0.6665) loss_da_instance: 0.6747 (0.6569) loss_da_consistency: 0.0060 (0.0073) time: 1.1218 (1.1262) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:43:09,902 maskrcnn_benchmark.trainer INFO: eta: 14:06:56 iter: 24880 loss: 1.4787 (1.5516) loss_classifier: 0.0553 (0.0846) loss_box_reg: 0.0685 (0.0937) loss_objectness: 0.0085 (0.0259) loss_rpn_box_reg: 0.0091 (0.0167) loss_da_image: 0.6729 (0.6665) loss_da_instance: 0.6670 (0.6569) loss_da_consistency: 0.0056 (0.0073) time: 1.1212 (1.1262) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:43:32,409 maskrcnn_benchmark.trainer INFO: eta: 14:06:33 iter: 24900 loss: 1.5391 (1.5516) loss_classifier: 0.0719 (0.0846) loss_box_reg: 0.0920 (0.0937) loss_objectness: 0.0144 (0.0259) loss_rpn_box_reg: 0.0106 (0.0167) loss_da_image: 0.6748 (0.6665) loss_da_instance: 0.6600 (0.6569) loss_da_consistency: 0.0057 (0.0073) time: 1.1251 (1.1262) data: 0.0802 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:43:54,839 maskrcnn_benchmark.trainer INFO: eta: 14:06:10 iter: 24920 loss: 1.4983 (1.5515) loss_classifier: 0.0601 (0.0846) loss_box_reg: 0.0725 (0.0937) loss_objectness: 0.0076 (0.0259) loss_rpn_box_reg: 0.0069 (0.0167) loss_da_image: 0.6761 (0.6665) loss_da_instance: 0.6575 (0.6569) loss_da_consistency: 0.0057 (0.0073) time: 1.1207 (1.1262) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:44:17,183 maskrcnn_benchmark.trainer INFO: eta: 14:05:48 iter: 24940 loss: 1.4586 (1.5515) loss_classifier: 0.0479 (0.0846) loss_box_reg: 0.0397 (0.0937) loss_objectness: 0.0062 (0.0259) loss_rpn_box_reg: 0.0064 (0.0167) loss_da_image: 0.6762 (0.6665) loss_da_instance: 0.6778 (0.6569) loss_da_consistency: 0.0070 (0.0073) time: 1.1171 (1.1262) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:44:39,580 maskrcnn_benchmark.trainer INFO: eta: 14:05:25 iter: 24960 loss: 1.4957 (1.5515) loss_classifier: 0.0598 (0.0846) loss_box_reg: 0.0960 (0.0937) loss_objectness: 0.0076 (0.0259) loss_rpn_box_reg: 0.0067 (0.0167) loss_da_image: 0.6786 (0.6665) loss_da_instance: 0.6556 (0.6569) loss_da_consistency: 0.0065 (0.0073) time: 1.1213 (1.1262) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:45:01,892 maskrcnn_benchmark.trainer INFO: eta: 14:05:02 iter: 24980 loss: 1.5307 (1.5515) loss_classifier: 0.0600 (0.0846) loss_box_reg: 0.0846 (0.0937) loss_objectness: 0.0101 (0.0259) loss_rpn_box_reg: 0.0090 (0.0167) loss_da_image: 0.6782 (0.6665) loss_da_instance: 0.6607 (0.6569) loss_da_consistency: 0.0055 (0.0073) time: 1.1134 (1.1262) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:45:24,287 maskrcnn_benchmark.trainer INFO: eta: 14:04:39 iter: 25000 loss: 1.4601 (1.5514) loss_classifier: 0.0471 (0.0845) loss_box_reg: 0.0498 (0.0936) loss_objectness: 0.0049 (0.0258) loss_rpn_box_reg: 0.0045 (0.0167) loss_da_image: 0.6785 (0.6665) loss_da_instance: 0.6710 (0.6569) loss_da_consistency: 0.0052 (0.0073) time: 1.1152 (1.1262) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:45:24,289 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0025000.pth
2019-10-03 17:45:47,074 maskrcnn_benchmark.trainer INFO: eta: 14:04:17 iter: 25020 loss: 1.4598 (1.5514) loss_classifier: 0.0461 (0.0845) loss_box_reg: 0.0658 (0.0936) loss_objectness: 0.0086 (0.0258) loss_rpn_box_reg: 0.0043 (0.0167) loss_da_image: 0.6680 (0.6665) loss_da_instance: 0.6556 (0.6569) loss_da_consistency: 0.0059 (0.0073) time: 1.1217 (1.1262) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:46:09,462 maskrcnn_benchmark.trainer INFO: eta: 14:03:54 iter: 25040 loss: 1.4852 (1.5513) loss_classifier: 0.0555 (0.0845) loss_box_reg: 0.0685 (0.0936) loss_objectness: 0.0151 (0.0258) loss_rpn_box_reg: 0.0078 (0.0167) loss_da_image: 0.6807 (0.6665) loss_da_instance: 0.6646 (0.6569) loss_da_consistency: 0.0058 (0.0073) time: 1.1181 (1.1262) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:46:31,907 maskrcnn_benchmark.trainer INFO: eta: 14:03:32 iter: 25060 loss: 1.4962 (1.5513) loss_classifier: 0.0674 (0.0845) loss_box_reg: 0.0672 (0.0936) loss_objectness: 0.0083 (0.0258) loss_rpn_box_reg: 0.0089 (0.0167) loss_da_image: 0.6789 (0.6665) loss_da_instance: 0.6612 (0.6569) loss_da_consistency: 0.0059 (0.0073) time: 1.1208 (1.1262) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:46:54,573 maskrcnn_benchmark.trainer INFO: eta: 14:03:09 iter: 25080 loss: 1.5503 (1.5513) loss_classifier: 0.0626 (0.0845) loss_box_reg: 0.0909 (0.0936) loss_objectness: 0.0109 (0.0258) loss_rpn_box_reg: 0.0125 (0.0167) loss_da_image: 0.6785 (0.6665) loss_da_instance: 0.6627 (0.6569) loss_da_consistency: 0.0065 (0.0073) time: 1.1220 (1.1262) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:47:16,999 maskrcnn_benchmark.trainer INFO: eta: 14:02:47 iter: 25100 loss: 1.4675 (1.5513) loss_classifier: 0.0430 (0.0844) loss_box_reg: 0.0584 (0.0936) loss_objectness: 0.0063 (0.0258) loss_rpn_box_reg: 0.0135 (0.0167) loss_da_image: 0.6748 (0.6665) loss_da_instance: 0.6663 (0.6569) loss_da_consistency: 0.0053 (0.0073) time: 1.1214 (1.1262) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:47:39,400 maskrcnn_benchmark.trainer INFO: eta: 14:02:24 iter: 25120 loss: 1.4779 (1.5512) loss_classifier: 0.0720 (0.0844) loss_box_reg: 0.0746 (0.0936) loss_objectness: 0.0120 (0.0258) loss_rpn_box_reg: 0.0062 (0.0167) loss_da_image: 0.6670 (0.6665) loss_da_instance: 0.6626 (0.6569) loss_da_consistency: 0.0064 (0.0073) time: 1.1212 (1.1262) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:48:01,833 maskrcnn_benchmark.trainer INFO: eta: 14:02:01 iter: 25140 loss: 1.5094 (1.5512) loss_classifier: 0.0627 (0.0844) loss_box_reg: 0.0653 (0.0935) loss_objectness: 0.0129 (0.0258) loss_rpn_box_reg: 0.0134 (0.0167) loss_da_image: 0.6697 (0.6666) loss_da_instance: 0.6652 (0.6570) loss_da_consistency: 0.0060 (0.0073) time: 1.1190 (1.1262) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:48:24,249 maskrcnn_benchmark.trainer INFO: eta: 14:01:39 iter: 25160 loss: 1.4748 (1.5512) loss_classifier: 0.0478 (0.0844) loss_box_reg: 0.0645 (0.0935) loss_objectness: 0.0105 (0.0258) loss_rpn_box_reg: 0.0060 (0.0167) loss_da_image: 0.6704 (0.6666) loss_da_instance: 0.6600 (0.6570) loss_da_consistency: 0.0054 (0.0073) time: 1.1199 (1.1262) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:48:46,739 maskrcnn_benchmark.trainer INFO: eta: 14:01:16 iter: 25180 loss: 1.4606 (1.5511) loss_classifier: 0.0465 (0.0844) loss_box_reg: 0.0640 (0.0935) loss_objectness: 0.0067 (0.0258) loss_rpn_box_reg: 0.0084 (0.0167) loss_da_image: 0.6745 (0.6666) loss_da_instance: 0.6676 (0.6570) loss_da_consistency: 0.0056 (0.0072) time: 1.1200 (1.1262) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:49:09,228 maskrcnn_benchmark.trainer INFO: eta: 14:00:53 iter: 25200 loss: 1.5277 (1.5511) loss_classifier: 0.0708 (0.0844) loss_box_reg: 0.0816 (0.0935) loss_objectness: 0.0147 (0.0258) loss_rpn_box_reg: 0.0091 (0.0167) loss_da_image: 0.6733 (0.6666) loss_da_instance: 0.6625 (0.6570) loss_da_consistency: 0.0070 (0.0072) time: 1.1238 (1.1262) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:49:31,675 maskrcnn_benchmark.trainer INFO: eta: 14:00:31 iter: 25220 loss: 1.5170 (1.5511) loss_classifier: 0.0625 (0.0844) loss_box_reg: 0.0702 (0.0935) loss_objectness: 0.0093 (0.0258) loss_rpn_box_reg: 0.0089 (0.0167) loss_da_image: 0.6765 (0.6666) loss_da_instance: 0.6611 (0.6570) loss_da_consistency: 0.0065 (0.0072) time: 1.1201 (1.1262) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:49:54,015 maskrcnn_benchmark.trainer INFO: eta: 14:00:08 iter: 25240 loss: 1.4949 (1.5511) loss_classifier: 0.0551 (0.0843) loss_box_reg: 0.0686 (0.0935) loss_objectness: 0.0186 (0.0257) loss_rpn_box_reg: 0.0075 (0.0167) loss_da_image: 0.6771 (0.6666) loss_da_instance: 0.6628 (0.6570) loss_da_consistency: 0.0052 (0.0072) time: 1.1176 (1.1262) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:50:16,349 maskrcnn_benchmark.trainer INFO: eta: 13:59:45 iter: 25260 loss: 1.4556 (1.5510) loss_classifier: 0.0445 (0.0843) loss_box_reg: 0.0564 (0.0935) loss_objectness: 0.0053 (0.0257) loss_rpn_box_reg: 0.0026 (0.0167) loss_da_image: 0.6779 (0.6666) loss_da_instance: 0.6686 (0.6570) loss_da_consistency: 0.0055 (0.0072) time: 1.1180 (1.1262) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:50:38,669 maskrcnn_benchmark.trainer INFO: eta: 13:59:22 iter: 25280 loss: 1.4822 (1.5510) loss_classifier: 0.0521 (0.0843) loss_box_reg: 0.0333 (0.0934) loss_objectness: 0.0116 (0.0257) loss_rpn_box_reg: 0.0084 (0.0167) loss_da_image: 0.6841 (0.6666) loss_da_instance: 0.6682 (0.6570) loss_da_consistency: 0.0055 (0.0072) time: 1.1159 (1.1262) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:51:01,072 maskrcnn_benchmark.trainer INFO: eta: 13:58:59 iter: 25300 loss: 1.5035 (1.5510) loss_classifier: 0.0498 (0.0843) loss_box_reg: 0.0595 (0.0934) loss_objectness: 0.0112 (0.0257) loss_rpn_box_reg: 0.0087 (0.0167) loss_da_image: 0.6699 (0.6666) loss_da_instance: 0.6551 (0.6570) loss_da_consistency: 0.0062 (0.0072) time: 1.1180 (1.1262) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:51:23,449 maskrcnn_benchmark.trainer INFO: eta: 13:58:37 iter: 25320 loss: 1.4850 (1.5509) loss_classifier: 0.0525 (0.0843) loss_box_reg: 0.0561 (0.0934) loss_objectness: 0.0112 (0.0257) loss_rpn_box_reg: 0.0093 (0.0167) loss_da_image: 0.6694 (0.6666) loss_da_instance: 0.6679 (0.6570) loss_da_consistency: 0.0051 (0.0072) time: 1.1180 (1.1262) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:51:45,858 maskrcnn_benchmark.trainer INFO: eta: 13:58:14 iter: 25340 loss: 1.4646 (1.5509) loss_classifier: 0.0566 (0.0843) loss_box_reg: 0.0586 (0.0934) loss_objectness: 0.0101 (0.0257) loss_rpn_box_reg: 0.0095 (0.0167) loss_da_image: 0.6785 (0.6666) loss_da_instance: 0.6683 (0.6570) loss_da_consistency: 0.0054 (0.0072) time: 1.1207 (1.1262) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:52:08,277 maskrcnn_benchmark.trainer INFO: eta: 13:57:51 iter: 25360 loss: 1.4731 (1.5509) loss_classifier: 0.0561 (0.0842) loss_box_reg: 0.0586 (0.0934) loss_objectness: 0.0133 (0.0257) loss_rpn_box_reg: 0.0075 (0.0167) loss_da_image: 0.6724 (0.6666) loss_da_instance: 0.6654 (0.6570) loss_da_consistency: 0.0060 (0.0072) time: 1.1206 (1.1262) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:52:30,665 maskrcnn_benchmark.trainer INFO: eta: 13:57:28 iter: 25380 loss: 1.5590 (1.5509) loss_classifier: 0.0745 (0.0843) loss_box_reg: 0.1357 (0.0934) loss_objectness: 0.0113 (0.0257) loss_rpn_box_reg: 0.0133 (0.0167) loss_da_image: 0.6738 (0.6666) loss_da_instance: 0.6558 (0.6570) loss_da_consistency: 0.0060 (0.0072) time: 1.1165 (1.1262) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:52:53,115 maskrcnn_benchmark.trainer INFO: eta: 13:57:06 iter: 25400 loss: 1.4960 (1.5509) loss_classifier: 0.0720 (0.0842) loss_box_reg: 0.0688 (0.0934) loss_objectness: 0.0076 (0.0257) loss_rpn_box_reg: 0.0068 (0.0167) loss_da_image: 0.6799 (0.6666) loss_da_instance: 0.6646 (0.6570) loss_da_consistency: 0.0059 (0.0072) time: 1.1210 (1.1262) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:53:15,590 maskrcnn_benchmark.trainer INFO: eta: 13:56:43 iter: 25420 loss: 1.5432 (1.5509) loss_classifier: 0.0736 (0.0842) loss_box_reg: 0.1054 (0.0934) loss_objectness: 0.0143 (0.0257) loss_rpn_box_reg: 0.0124 (0.0167) loss_da_image: 0.6759 (0.6666) loss_da_instance: 0.6582 (0.6570) loss_da_consistency: 0.0076 (0.0072) time: 1.1218 (1.1261) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:53:37,974 maskrcnn_benchmark.trainer INFO: eta: 13:56:20 iter: 25440 loss: 1.4850 (1.5509) loss_classifier: 0.0594 (0.0842) loss_box_reg: 0.0654 (0.0934) loss_objectness: 0.0092 (0.0257) loss_rpn_box_reg: 0.0077 (0.0167) loss_da_image: 0.6746 (0.6667) loss_da_instance: 0.6721 (0.6570) loss_da_consistency: 0.0058 (0.0072) time: 1.1188 (1.1261) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:54:00,446 maskrcnn_benchmark.trainer INFO: eta: 13:55:58 iter: 25460 loss: 1.4764 (1.5508) loss_classifier: 0.0406 (0.0842) loss_box_reg: 0.0558 (0.0933) loss_objectness: 0.0080 (0.0257) loss_rpn_box_reg: 0.0088 (0.0167) loss_da_image: 0.6748 (0.6667) loss_da_instance: 0.6708 (0.6571) loss_da_consistency: 0.0049 (0.0072) time: 1.1231 (1.1261) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:54:22,845 maskrcnn_benchmark.trainer INFO: eta: 13:55:35 iter: 25480 loss: 1.4646 (1.5508) loss_classifier: 0.0507 (0.0842) loss_box_reg: 0.0581 (0.0933) loss_objectness: 0.0093 (0.0257) loss_rpn_box_reg: 0.0101 (0.0167) loss_da_image: 0.6753 (0.6667) loss_da_instance: 0.6609 (0.6571) loss_da_consistency: 0.0050 (0.0072) time: 1.1214 (1.1261) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:54:45,630 maskrcnn_benchmark.trainer INFO: eta: 13:55:13 iter: 25500 loss: 1.5123 (1.5507) loss_classifier: 0.0697 (0.0842) loss_box_reg: 0.0737 (0.0933) loss_objectness: 0.0114 (0.0256) loss_rpn_box_reg: 0.0085 (0.0166) loss_da_image: 0.6734 (0.6667) loss_da_instance: 0.6532 (0.6571) loss_da_consistency: 0.0055 (0.0072) time: 1.1258 (1.1261) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:55:08,024 maskrcnn_benchmark.trainer INFO: eta: 13:54:50 iter: 25520 loss: 1.5010 (1.5507) loss_classifier: 0.0583 (0.0841) loss_box_reg: 0.0586 (0.0933) loss_objectness: 0.0117 (0.0256) loss_rpn_box_reg: 0.0076 (0.0166) loss_da_image: 0.6747 (0.6667) loss_da_instance: 0.6604 (0.6571) loss_da_consistency: 0.0057 (0.0072) time: 1.1204 (1.1261) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:55:30,609 maskrcnn_benchmark.trainer INFO: eta: 13:54:28 iter: 25540 loss: 1.5186 (1.5507) loss_classifier: 0.0516 (0.0841) loss_box_reg: 0.0813 (0.0933) loss_objectness: 0.0096 (0.0256) loss_rpn_box_reg: 0.0098 (0.0166) loss_da_image: 0.6787 (0.6667) loss_da_instance: 0.6589 (0.6571) loss_da_consistency: 0.0073 (0.0072) time: 1.1251 (1.1261) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:55:53,030 maskrcnn_benchmark.trainer INFO: eta: 13:54:05 iter: 25560 loss: 1.4563 (1.5506) loss_classifier: 0.0361 (0.0841) loss_box_reg: 0.0356 (0.0933) loss_objectness: 0.0106 (0.0256) loss_rpn_box_reg: 0.0067 (0.0166) loss_da_image: 0.6765 (0.6667) loss_da_instance: 0.6578 (0.6571) loss_da_consistency: 0.0064 (0.0072) time: 1.1158 (1.1261) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:56:15,422 maskrcnn_benchmark.trainer INFO: eta: 13:53:42 iter: 25580 loss: 1.4885 (1.5506) loss_classifier: 0.0508 (0.0841) loss_box_reg: 0.0617 (0.0932) loss_objectness: 0.0133 (0.0256) loss_rpn_box_reg: 0.0093 (0.0166) loss_da_image: 0.6715 (0.6667) loss_da_instance: 0.6693 (0.6571) loss_da_consistency: 0.0066 (0.0072) time: 1.1175 (1.1261) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:56:37,778 maskrcnn_benchmark.trainer INFO: eta: 13:53:20 iter: 25600 loss: 1.4680 (1.5506) loss_classifier: 0.0556 (0.0841) loss_box_reg: 0.0614 (0.0932) loss_objectness: 0.0085 (0.0256) loss_rpn_box_reg: 0.0048 (0.0166) loss_da_image: 0.6776 (0.6667) loss_da_instance: 0.6600 (0.6571) loss_da_consistency: 0.0047 (0.0072) time: 1.1166 (1.1261) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:57:00,126 maskrcnn_benchmark.trainer INFO: eta: 13:52:57 iter: 25620 loss: 1.4871 (1.5506) loss_classifier: 0.0654 (0.0841) loss_box_reg: 0.0826 (0.0932) loss_objectness: 0.0146 (0.0256) loss_rpn_box_reg: 0.0083 (0.0166) loss_da_image: 0.6678 (0.6667) loss_da_instance: 0.6586 (0.6571) loss_da_consistency: 0.0061 (0.0072) time: 1.1164 (1.1261) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:57:22,446 maskrcnn_benchmark.trainer INFO: eta: 13:52:34 iter: 25640 loss: 1.4440 (1.5505) loss_classifier: 0.0389 (0.0840) loss_box_reg: 0.0455 (0.0932) loss_objectness: 0.0053 (0.0256) loss_rpn_box_reg: 0.0057 (0.0166) loss_da_image: 0.6687 (0.6667) loss_da_instance: 0.6620 (0.6571) loss_da_consistency: 0.0056 (0.0072) time: 1.1168 (1.1261) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:57:44,926 maskrcnn_benchmark.trainer INFO: eta: 13:52:11 iter: 25660 loss: 1.5005 (1.5505) loss_classifier: 0.0584 (0.0840) loss_box_reg: 0.0741 (0.0932) loss_objectness: 0.0106 (0.0256) loss_rpn_box_reg: 0.0088 (0.0166) loss_da_image: 0.6709 (0.6667) loss_da_instance: 0.6531 (0.6571) loss_da_consistency: 0.0069 (0.0072) time: 1.1241 (1.1261) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:58:07,330 maskrcnn_benchmark.trainer INFO: eta: 13:51:49 iter: 25680 loss: 1.4430 (1.5504) loss_classifier: 0.0336 (0.0840) loss_box_reg: 0.0406 (0.0932) loss_objectness: 0.0072 (0.0256) loss_rpn_box_reg: 0.0031 (0.0166) loss_da_image: 0.6756 (0.6667) loss_da_instance: 0.6549 (0.6571) loss_da_consistency: 0.0053 (0.0072) time: 1.1189 (1.1261) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:58:29,724 maskrcnn_benchmark.trainer INFO: eta: 13:51:26 iter: 25700 loss: 1.5164 (1.5504) loss_classifier: 0.0667 (0.0840) loss_box_reg: 0.0694 (0.0932) loss_objectness: 0.0108 (0.0256) loss_rpn_box_reg: 0.0106 (0.0166) loss_da_image: 0.6750 (0.6667) loss_da_instance: 0.6598 (0.6571) loss_da_consistency: 0.0059 (0.0072) time: 1.1203 (1.1261) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:58:52,135 maskrcnn_benchmark.trainer INFO: eta: 13:51:03 iter: 25720 loss: 1.4561 (1.5503) loss_classifier: 0.0446 (0.0840) loss_box_reg: 0.0564 (0.0931) loss_objectness: 0.0081 (0.0256) loss_rpn_box_reg: 0.0073 (0.0166) loss_da_image: 0.6779 (0.6667) loss_da_instance: 0.6661 (0.6571) loss_da_consistency: 0.0056 (0.0072) time: 1.1203 (1.1261) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:59:14,675 maskrcnn_benchmark.trainer INFO: eta: 13:50:41 iter: 25740 loss: 1.4774 (1.5503) loss_classifier: 0.0528 (0.0840) loss_box_reg: 0.0540 (0.0931) loss_objectness: 0.0096 (0.0255) loss_rpn_box_reg: 0.0079 (0.0166) loss_da_image: 0.6705 (0.6667) loss_da_instance: 0.6550 (0.6571) loss_da_consistency: 0.0067 (0.0072) time: 1.1259 (1.1261) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 17:59:37,134 maskrcnn_benchmark.trainer INFO: eta: 13:50:18 iter: 25760 loss: 1.5564 (1.5503) loss_classifier: 0.0636 (0.0839) loss_box_reg: 0.0847 (0.0931) loss_objectness: 0.0068 (0.0255) loss_rpn_box_reg: 0.0101 (0.0166) loss_da_image: 0.6824 (0.6667) loss_da_instance: 0.6626 (0.6571) loss_da_consistency: 0.0066 (0.0072) time: 1.1181 (1.1261) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:00:00,064 maskrcnn_benchmark.trainer INFO: eta: 13:49:56 iter: 25780 loss: 1.4786 (1.5503) loss_classifier: 0.0616 (0.0839) loss_box_reg: 0.0662 (0.0931) loss_objectness: 0.0066 (0.0255) loss_rpn_box_reg: 0.0105 (0.0166) loss_da_image: 0.6777 (0.6668) loss_da_instance: 0.6519 (0.6571) loss_da_consistency: 0.0071 (0.0072) time: 1.1266 (1.1261) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:00:22,549 maskrcnn_benchmark.trainer INFO: eta: 13:49:34 iter: 25800 loss: 1.5077 (1.5502) loss_classifier: 0.0604 (0.0839) loss_box_reg: 0.0625 (0.0931) loss_objectness: 0.0095 (0.0255) loss_rpn_box_reg: 0.0087 (0.0166) loss_da_image: 0.6811 (0.6668) loss_da_instance: 0.6675 (0.6571) loss_da_consistency: 0.0051 (0.0072) time: 1.1230 (1.1261) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:00:44,986 maskrcnn_benchmark.trainer INFO: eta: 13:49:11 iter: 25820 loss: 1.4675 (1.5502) loss_classifier: 0.0476 (0.0839) loss_box_reg: 0.0719 (0.0931) loss_objectness: 0.0104 (0.0255) loss_rpn_box_reg: 0.0055 (0.0166) loss_da_image: 0.6707 (0.6668) loss_da_instance: 0.6554 (0.6571) loss_da_consistency: 0.0050 (0.0072) time: 1.1190 (1.1261) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:01:07,574 maskrcnn_benchmark.trainer INFO: eta: 13:48:49 iter: 25840 loss: 1.4329 (1.5501) loss_classifier: 0.0333 (0.0839) loss_box_reg: 0.0412 (0.0931) loss_objectness: 0.0052 (0.0255) loss_rpn_box_reg: 0.0055 (0.0166) loss_da_image: 0.6769 (0.6668) loss_da_instance: 0.6712 (0.6571) loss_da_consistency: 0.0056 (0.0072) time: 1.1223 (1.1261) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:01:29,951 maskrcnn_benchmark.trainer INFO: eta: 13:48:26 iter: 25860 loss: 1.4396 (1.5501) loss_classifier: 0.0406 (0.0838) loss_box_reg: 0.0490 (0.0930) loss_objectness: 0.0075 (0.0255) loss_rpn_box_reg: 0.0079 (0.0166) loss_da_image: 0.6722 (0.6668) loss_da_instance: 0.6511 (0.6571) loss_da_consistency: 0.0051 (0.0072) time: 1.1193 (1.1261) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:01:52,349 maskrcnn_benchmark.trainer INFO: eta: 13:48:03 iter: 25880 loss: 1.5102 (1.5500) loss_classifier: 0.0640 (0.0838) loss_box_reg: 0.0483 (0.0930) loss_objectness: 0.0088 (0.0255) loss_rpn_box_reg: 0.0034 (0.0166) loss_da_image: 0.6733 (0.6668) loss_da_instance: 0.6636 (0.6571) loss_da_consistency: 0.0051 (0.0072) time: 1.1200 (1.1261) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:02:14,839 maskrcnn_benchmark.trainer INFO: eta: 13:47:40 iter: 25900 loss: 1.4676 (1.5500) loss_classifier: 0.0411 (0.0838) loss_box_reg: 0.0502 (0.0930) loss_objectness: 0.0056 (0.0255) loss_rpn_box_reg: 0.0085 (0.0166) loss_da_image: 0.6727 (0.6668) loss_da_instance: 0.6637 (0.6571) loss_da_consistency: 0.0062 (0.0072) time: 1.1239 (1.1261) data: 0.0761 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:02:37,345 maskrcnn_benchmark.trainer INFO: eta: 13:47:18 iter: 25920 loss: 1.4899 (1.5500) loss_classifier: 0.0676 (0.0838) loss_box_reg: 0.0487 (0.0930) loss_objectness: 0.0088 (0.0255) loss_rpn_box_reg: 0.0067 (0.0166) loss_da_image: 0.6762 (0.6668) loss_da_instance: 0.6641 (0.6572) loss_da_consistency: 0.0067 (0.0072) time: 1.1262 (1.1261) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:02:59,819 maskrcnn_benchmark.trainer INFO: eta: 13:46:55 iter: 25940 loss: 1.5221 (1.5500) loss_classifier: 0.0701 (0.0838) loss_box_reg: 0.0735 (0.0930) loss_objectness: 0.0108 (0.0255) loss_rpn_box_reg: 0.0070 (0.0166) loss_da_image: 0.6691 (0.6668) loss_da_instance: 0.6682 (0.6572) loss_da_consistency: 0.0054 (0.0072) time: 1.1194 (1.1261) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:03:22,220 maskrcnn_benchmark.trainer INFO: eta: 13:46:33 iter: 25960 loss: 1.5581 (1.5500) loss_classifier: 0.0755 (0.0838) loss_box_reg: 0.1045 (0.0930) loss_objectness: 0.0178 (0.0255) loss_rpn_box_reg: 0.0135 (0.0166) loss_da_image: 0.6741 (0.6668) loss_da_instance: 0.6635 (0.6572) loss_da_consistency: 0.0058 (0.0072) time: 1.1202 (1.1261) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:03:44,602 maskrcnn_benchmark.trainer INFO: eta: 13:46:10 iter: 25980 loss: 1.4946 (1.5500) loss_classifier: 0.0654 (0.0838) loss_box_reg: 0.0458 (0.0930) loss_objectness: 0.0115 (0.0254) loss_rpn_box_reg: 0.0087 (0.0166) loss_da_image: 0.6750 (0.6668) loss_da_instance: 0.6667 (0.6572) loss_da_consistency: 0.0058 (0.0072) time: 1.1189 (1.1261) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:04:07,032 maskrcnn_benchmark.trainer INFO: eta: 13:45:47 iter: 26000 loss: 1.4882 (1.5500) loss_classifier: 0.0657 (0.0838) loss_box_reg: 0.0678 (0.0930) loss_objectness: 0.0080 (0.0254) loss_rpn_box_reg: 0.0094 (0.0165) loss_da_image: 0.6711 (0.6668) loss_da_instance: 0.6595 (0.6572) loss_da_consistency: 0.0068 (0.0072) time: 1.1196 (1.1261) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:04:29,455 maskrcnn_benchmark.trainer INFO: eta: 13:45:24 iter: 26020 loss: 1.4659 (1.5499) loss_classifier: 0.0550 (0.0838) loss_box_reg: 0.0637 (0.0929) loss_objectness: 0.0122 (0.0254) loss_rpn_box_reg: 0.0075 (0.0165) loss_da_image: 0.6671 (0.6668) loss_da_instance: 0.6644 (0.6572) loss_da_consistency: 0.0060 (0.0072) time: 1.1208 (1.1261) data: 0.0760 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:04:51,907 maskrcnn_benchmark.trainer INFO: eta: 13:45:02 iter: 26040 loss: 1.5135 (1.5499) loss_classifier: 0.0711 (0.0838) loss_box_reg: 0.0790 (0.0929) loss_objectness: 0.0108 (0.0254) loss_rpn_box_reg: 0.0090 (0.0165) loss_da_image: 0.6680 (0.6668) loss_da_instance: 0.6620 (0.6572) loss_da_consistency: 0.0058 (0.0072) time: 1.1235 (1.1261) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:05:14,309 maskrcnn_benchmark.trainer INFO: eta: 13:44:39 iter: 26060 loss: 1.4745 (1.5499) loss_classifier: 0.0584 (0.0837) loss_box_reg: 0.0446 (0.0929) loss_objectness: 0.0086 (0.0254) loss_rpn_box_reg: 0.0093 (0.0165) loss_da_image: 0.6709 (0.6668) loss_da_instance: 0.6582 (0.6572) loss_da_consistency: 0.0065 (0.0072) time: 1.1182 (1.1261) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:05:36,634 maskrcnn_benchmark.trainer INFO: eta: 13:44:16 iter: 26080 loss: 1.5026 (1.5499) loss_classifier: 0.0638 (0.0837) loss_box_reg: 0.0641 (0.0929) loss_objectness: 0.0143 (0.0254) loss_rpn_box_reg: 0.0093 (0.0165) loss_da_image: 0.6705 (0.6668) loss_da_instance: 0.6709 (0.6572) loss_da_consistency: 0.0059 (0.0072) time: 1.1146 (1.1261) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:05:58,968 maskrcnn_benchmark.trainer INFO: eta: 13:43:53 iter: 26100 loss: 1.4288 (1.5498) loss_classifier: 0.0354 (0.0837) loss_box_reg: 0.0300 (0.0929) loss_objectness: 0.0059 (0.0254) loss_rpn_box_reg: 0.0046 (0.0165) loss_da_image: 0.6751 (0.6669) loss_da_instance: 0.6666 (0.6572) loss_da_consistency: 0.0047 (0.0072) time: 1.1144 (1.1261) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:06:21,378 maskrcnn_benchmark.trainer INFO: eta: 13:43:31 iter: 26120 loss: 1.4917 (1.5498) loss_classifier: 0.0604 (0.0837) loss_box_reg: 0.0509 (0.0929) loss_objectness: 0.0131 (0.0254) loss_rpn_box_reg: 0.0074 (0.0165) loss_da_image: 0.6717 (0.6669) loss_da_instance: 0.6612 (0.6572) loss_da_consistency: 0.0061 (0.0072) time: 1.1212 (1.1261) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:06:43,858 maskrcnn_benchmark.trainer INFO: eta: 13:43:08 iter: 26140 loss: 1.5466 (1.5498) loss_classifier: 0.0762 (0.0837) loss_box_reg: 0.0850 (0.0929) loss_objectness: 0.0059 (0.0254) loss_rpn_box_reg: 0.0120 (0.0165) loss_da_image: 0.6737 (0.6669) loss_da_instance: 0.6702 (0.6572) loss_da_consistency: 0.0062 (0.0072) time: 1.1248 (1.1261) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:07:06,228 maskrcnn_benchmark.trainer INFO: eta: 13:42:45 iter: 26160 loss: 1.4700 (1.5497) loss_classifier: 0.0537 (0.0837) loss_box_reg: 0.0643 (0.0928) loss_objectness: 0.0148 (0.0254) loss_rpn_box_reg: 0.0078 (0.0165) loss_da_image: 0.6793 (0.6669) loss_da_instance: 0.6655 (0.6572) loss_da_consistency: 0.0056 (0.0072) time: 1.1187 (1.1260) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:07:28,656 maskrcnn_benchmark.trainer INFO: eta: 13:42:23 iter: 26180 loss: 1.4597 (1.5497) loss_classifier: 0.0506 (0.0837) loss_box_reg: 0.0580 (0.0928) loss_objectness: 0.0058 (0.0254) loss_rpn_box_reg: 0.0055 (0.0165) loss_da_image: 0.6661 (0.6669) loss_da_instance: 0.6615 (0.6572) loss_da_consistency: 0.0073 (0.0072) time: 1.1207 (1.1260) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:07:51,028 maskrcnn_benchmark.trainer INFO: eta: 13:42:00 iter: 26200 loss: 1.5034 (1.5496) loss_classifier: 0.0666 (0.0836) loss_box_reg: 0.0591 (0.0928) loss_objectness: 0.0099 (0.0254) loss_rpn_box_reg: 0.0052 (0.0165) loss_da_image: 0.6723 (0.6669) loss_da_instance: 0.6685 (0.6573) loss_da_consistency: 0.0064 (0.0072) time: 1.1194 (1.1260) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:08:13,409 maskrcnn_benchmark.trainer INFO: eta: 13:41:37 iter: 26220 loss: 1.5181 (1.5496) loss_classifier: 0.0715 (0.0836) loss_box_reg: 0.0838 (0.0928) loss_objectness: 0.0158 (0.0254) loss_rpn_box_reg: 0.0137 (0.0165) loss_da_image: 0.6728 (0.6669) loss_da_instance: 0.6634 (0.6573) loss_da_consistency: 0.0061 (0.0072) time: 1.1178 (1.1260) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:08:36,079 maskrcnn_benchmark.trainer INFO: eta: 13:41:15 iter: 26240 loss: 1.5228 (1.5496) loss_classifier: 0.0621 (0.0836) loss_box_reg: 0.0675 (0.0928) loss_objectness: 0.0177 (0.0253) loss_rpn_box_reg: 0.0114 (0.0165) loss_da_image: 0.6729 (0.6669) loss_da_instance: 0.6668 (0.6573) loss_da_consistency: 0.0082 (0.0072) time: 1.1217 (1.1260) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:08:58,604 maskrcnn_benchmark.trainer INFO: eta: 13:40:52 iter: 26260 loss: 1.5141 (1.5496) loss_classifier: 0.0749 (0.0836) loss_box_reg: 0.0658 (0.0928) loss_objectness: 0.0116 (0.0253) loss_rpn_box_reg: 0.0085 (0.0165) loss_da_image: 0.6791 (0.6669) loss_da_instance: 0.6556 (0.6573) loss_da_consistency: 0.0057 (0.0072) time: 1.1189 (1.1260) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:09:21,154 maskrcnn_benchmark.trainer INFO: eta: 13:40:30 iter: 26280 loss: 1.4815 (1.5496) loss_classifier: 0.0631 (0.0836) loss_box_reg: 0.0705 (0.0928) loss_objectness: 0.0121 (0.0253) loss_rpn_box_reg: 0.0080 (0.0165) loss_da_image: 0.6742 (0.6669) loss_da_instance: 0.6531 (0.6573) loss_da_consistency: 0.0058 (0.0072) time: 1.1247 (1.1260) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:09:43,704 maskrcnn_benchmark.trainer INFO: eta: 13:40:07 iter: 26300 loss: 1.5008 (1.5496) loss_classifier: 0.0566 (0.0836) loss_box_reg: 0.0649 (0.0928) loss_objectness: 0.0113 (0.0253) loss_rpn_box_reg: 0.0080 (0.0165) loss_da_image: 0.6696 (0.6669) loss_da_instance: 0.6593 (0.6573) loss_da_consistency: 0.0065 (0.0072) time: 1.1266 (1.1260) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:10:06,343 maskrcnn_benchmark.trainer INFO: eta: 13:39:45 iter: 26320 loss: 1.5137 (1.5495) loss_classifier: 0.0551 (0.0836) loss_box_reg: 0.0696 (0.0928) loss_objectness: 0.0171 (0.0253) loss_rpn_box_reg: 0.0125 (0.0165) loss_da_image: 0.6716 (0.6669) loss_da_instance: 0.6596 (0.6573) loss_da_consistency: 0.0068 (0.0072) time: 1.1251 (1.1260) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:10:28,918 maskrcnn_benchmark.trainer INFO: eta: 13:39:23 iter: 26340 loss: 1.4866 (1.5495) loss_classifier: 0.0648 (0.0836) loss_box_reg: 0.0619 (0.0927) loss_objectness: 0.0111 (0.0253) loss_rpn_box_reg: 0.0099 (0.0165) loss_da_image: 0.6742 (0.6669) loss_da_instance: 0.6442 (0.6573) loss_da_consistency: 0.0066 (0.0072) time: 1.1279 (1.1260) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:10:51,360 maskrcnn_benchmark.trainer INFO: eta: 13:39:00 iter: 26360 loss: 1.4785 (1.5495) loss_classifier: 0.0478 (0.0836) loss_box_reg: 0.0596 (0.0927) loss_objectness: 0.0083 (0.0253) loss_rpn_box_reg: 0.0033 (0.0165) loss_da_image: 0.6829 (0.6669) loss_da_instance: 0.6704 (0.6573) loss_da_consistency: 0.0046 (0.0072) time: 1.1196 (1.1260) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:11:13,919 maskrcnn_benchmark.trainer INFO: eta: 13:38:38 iter: 26380 loss: 1.4985 (1.5495) loss_classifier: 0.0631 (0.0835) loss_box_reg: 0.0655 (0.0927) loss_objectness: 0.0095 (0.0253) loss_rpn_box_reg: 0.0091 (0.0165) loss_da_image: 0.6789 (0.6669) loss_da_instance: 0.6587 (0.6573) loss_da_consistency: 0.0060 (0.0072) time: 1.1239 (1.1260) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:11:36,361 maskrcnn_benchmark.trainer INFO: eta: 13:38:15 iter: 26400 loss: 1.5089 (1.5495) loss_classifier: 0.0644 (0.0835) loss_box_reg: 0.0695 (0.0927) loss_objectness: 0.0137 (0.0253) loss_rpn_box_reg: 0.0141 (0.0165) loss_da_image: 0.6738 (0.6669) loss_da_instance: 0.6597 (0.6573) loss_da_consistency: 0.0063 (0.0072) time: 1.1210 (1.1260) data: 0.0751 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:11:58,806 maskrcnn_benchmark.trainer INFO: eta: 13:37:52 iter: 26420 loss: 1.4973 (1.5494) loss_classifier: 0.0504 (0.0835) loss_box_reg: 0.0736 (0.0927) loss_objectness: 0.0071 (0.0253) loss_rpn_box_reg: 0.0077 (0.0165) loss_da_image: 0.6771 (0.6669) loss_da_instance: 0.6653 (0.6573) loss_da_consistency: 0.0056 (0.0072) time: 1.1190 (1.1260) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:12:21,282 maskrcnn_benchmark.trainer INFO: eta: 13:37:30 iter: 26440 loss: 1.5129 (1.5494) loss_classifier: 0.0599 (0.0835) loss_box_reg: 0.0797 (0.0927) loss_objectness: 0.0171 (0.0253) loss_rpn_box_reg: 0.0140 (0.0165) loss_da_image: 0.6666 (0.6669) loss_da_instance: 0.6561 (0.6573) loss_da_consistency: 0.0068 (0.0072) time: 1.1251 (1.1260) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:12:43,682 maskrcnn_benchmark.trainer INFO: eta: 13:37:07 iter: 26460 loss: 1.4554 (1.5494) loss_classifier: 0.0370 (0.0835) loss_box_reg: 0.0487 (0.0927) loss_objectness: 0.0051 (0.0253) loss_rpn_box_reg: 0.0083 (0.0165) loss_da_image: 0.6743 (0.6670) loss_da_instance: 0.6614 (0.6573) loss_da_consistency: 0.0046 (0.0072) time: 1.1195 (1.1260) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:13:06,221 maskrcnn_benchmark.trainer INFO: eta: 13:36:44 iter: 26480 loss: 1.4812 (1.5493) loss_classifier: 0.0463 (0.0835) loss_box_reg: 0.0614 (0.0926) loss_objectness: 0.0076 (0.0253) loss_rpn_box_reg: 0.0046 (0.0165) loss_da_image: 0.6753 (0.6670) loss_da_instance: 0.6707 (0.6573) loss_da_consistency: 0.0061 (0.0072) time: 1.1263 (1.1260) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:13:28,687 maskrcnn_benchmark.trainer INFO: eta: 13:36:22 iter: 26500 loss: 1.4690 (1.5493) loss_classifier: 0.0473 (0.0834) loss_box_reg: 0.0606 (0.0926) loss_objectness: 0.0081 (0.0253) loss_rpn_box_reg: 0.0067 (0.0165) loss_da_image: 0.6781 (0.6670) loss_da_instance: 0.6649 (0.6573) loss_da_consistency: 0.0059 (0.0072) time: 1.1241 (1.1260) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:13:51,202 maskrcnn_benchmark.trainer INFO: eta: 13:35:59 iter: 26520 loss: 1.5099 (1.5493) loss_classifier: 0.0650 (0.0834) loss_box_reg: 0.0761 (0.0926) loss_objectness: 0.0093 (0.0253) loss_rpn_box_reg: 0.0121 (0.0165) loss_da_image: 0.6664 (0.6670) loss_da_instance: 0.6570 (0.6573) loss_da_consistency: 0.0059 (0.0072) time: 1.1249 (1.1260) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:14:13,656 maskrcnn_benchmark.trainer INFO: eta: 13:35:37 iter: 26540 loss: 1.5183 (1.5492) loss_classifier: 0.0627 (0.0834) loss_box_reg: 0.0609 (0.0926) loss_objectness: 0.0135 (0.0252) loss_rpn_box_reg: 0.0083 (0.0165) loss_da_image: 0.6777 (0.6670) loss_da_instance: 0.6613 (0.6573) loss_da_consistency: 0.0063 (0.0072) time: 1.1215 (1.1260) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:14:36,075 maskrcnn_benchmark.trainer INFO: eta: 13:35:14 iter: 26560 loss: 1.5217 (1.5492) loss_classifier: 0.0598 (0.0834) loss_box_reg: 0.1038 (0.0926) loss_objectness: 0.0092 (0.0252) loss_rpn_box_reg: 0.0090 (0.0165) loss_da_image: 0.6769 (0.6670) loss_da_instance: 0.6753 (0.6573) loss_da_consistency: 0.0054 (0.0072) time: 1.1213 (1.1260) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:14:58,468 maskrcnn_benchmark.trainer INFO: eta: 13:34:51 iter: 26580 loss: 1.5329 (1.5492) loss_classifier: 0.0647 (0.0834) loss_box_reg: 0.0938 (0.0926) loss_objectness: 0.0110 (0.0252) loss_rpn_box_reg: 0.0076 (0.0165) loss_da_image: 0.6680 (0.6670) loss_da_instance: 0.6605 (0.6573) loss_da_consistency: 0.0062 (0.0072) time: 1.1186 (1.1260) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:15:20,951 maskrcnn_benchmark.trainer INFO: eta: 13:34:29 iter: 26600 loss: 1.4854 (1.5492) loss_classifier: 0.0508 (0.0834) loss_box_reg: 0.0658 (0.0926) loss_objectness: 0.0125 (0.0252) loss_rpn_box_reg: 0.0089 (0.0165) loss_da_image: 0.6706 (0.6670) loss_da_instance: 0.6641 (0.6573) loss_da_consistency: 0.0058 (0.0072) time: 1.1242 (1.1260) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:15:43,298 maskrcnn_benchmark.trainer INFO: eta: 13:34:06 iter: 26620 loss: 1.4670 (1.5491) loss_classifier: 0.0496 (0.0834) loss_box_reg: 0.0456 (0.0926) loss_objectness: 0.0081 (0.0252) loss_rpn_box_reg: 0.0066 (0.0165) loss_da_image: 0.6696 (0.6670) loss_da_instance: 0.6636 (0.6574) loss_da_consistency: 0.0054 (0.0072) time: 1.1196 (1.1260) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:16:05,701 maskrcnn_benchmark.trainer INFO: eta: 13:33:43 iter: 26640 loss: 1.4936 (1.5491) loss_classifier: 0.0470 (0.0833) loss_box_reg: 0.0678 (0.0926) loss_objectness: 0.0111 (0.0252) loss_rpn_box_reg: 0.0071 (0.0165) loss_da_image: 0.6791 (0.6670) loss_da_instance: 0.6721 (0.6574) loss_da_consistency: 0.0050 (0.0072) time: 1.1200 (1.1260) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:16:28,463 maskrcnn_benchmark.trainer INFO: eta: 13:33:21 iter: 26660 loss: 1.5527 (1.5491) loss_classifier: 0.0677 (0.0833) loss_box_reg: 0.0816 (0.0926) loss_objectness: 0.0108 (0.0252) loss_rpn_box_reg: 0.0091 (0.0165) loss_da_image: 0.6773 (0.6670) loss_da_instance: 0.6589 (0.6574) loss_da_consistency: 0.0070 (0.0072) time: 1.1271 (1.1260) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:16:50,973 maskrcnn_benchmark.trainer INFO: eta: 13:32:58 iter: 26680 loss: 1.5050 (1.5491) loss_classifier: 0.0480 (0.0833) loss_box_reg: 0.0555 (0.0925) loss_objectness: 0.0110 (0.0252) loss_rpn_box_reg: 0.0055 (0.0165) loss_da_image: 0.6777 (0.6670) loss_da_instance: 0.6661 (0.6574) loss_da_consistency: 0.0060 (0.0072) time: 1.1237 (1.1260) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:17:13,417 maskrcnn_benchmark.trainer INFO: eta: 13:32:36 iter: 26700 loss: 1.4871 (1.5491) loss_classifier: 0.0532 (0.0833) loss_box_reg: 0.0727 (0.0925) loss_objectness: 0.0083 (0.0252) loss_rpn_box_reg: 0.0104 (0.0165) loss_da_image: 0.6691 (0.6670) loss_da_instance: 0.6502 (0.6574) loss_da_consistency: 0.0050 (0.0072) time: 1.1200 (1.1260) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:17:35,822 maskrcnn_benchmark.trainer INFO: eta: 13:32:13 iter: 26720 loss: 1.5121 (1.5490) loss_classifier: 0.0687 (0.0833) loss_box_reg: 0.0772 (0.0925) loss_objectness: 0.0160 (0.0252) loss_rpn_box_reg: 0.0087 (0.0164) loss_da_image: 0.6618 (0.6670) loss_da_instance: 0.6636 (0.6574) loss_da_consistency: 0.0052 (0.0072) time: 1.1196 (1.1260) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:17:58,348 maskrcnn_benchmark.trainer INFO: eta: 13:31:51 iter: 26740 loss: 1.4525 (1.5490) loss_classifier: 0.0354 (0.0833) loss_box_reg: 0.0481 (0.0925) loss_objectness: 0.0050 (0.0252) loss_rpn_box_reg: 0.0043 (0.0164) loss_da_image: 0.6654 (0.6670) loss_da_instance: 0.6587 (0.6574) loss_da_consistency: 0.0052 (0.0072) time: 1.1247 (1.1260) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:18:20,844 maskrcnn_benchmark.trainer INFO: eta: 13:31:28 iter: 26760 loss: 1.4369 (1.5489) loss_classifier: 0.0356 (0.0833) loss_box_reg: 0.0410 (0.0925) loss_objectness: 0.0123 (0.0252) loss_rpn_box_reg: 0.0033 (0.0164) loss_da_image: 0.6566 (0.6670) loss_da_instance: 0.6648 (0.6574) loss_da_consistency: 0.0063 (0.0072) time: 1.1218 (1.1260) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:18:43,608 maskrcnn_benchmark.trainer INFO: eta: 13:31:06 iter: 26780 loss: 1.4250 (1.5489) loss_classifier: 0.0269 (0.0832) loss_box_reg: 0.0391 (0.0925) loss_objectness: 0.0113 (0.0252) loss_rpn_box_reg: 0.0036 (0.0164) loss_da_image: 0.6695 (0.6670) loss_da_instance: 0.6702 (0.6574) loss_da_consistency: 0.0052 (0.0072) time: 1.1279 (1.1260) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:19:06,083 maskrcnn_benchmark.trainer INFO: eta: 13:30:43 iter: 26800 loss: 1.5140 (1.5489) loss_classifier: 0.0576 (0.0832) loss_box_reg: 0.0724 (0.0925) loss_objectness: 0.0099 (0.0252) loss_rpn_box_reg: 0.0077 (0.0164) loss_da_image: 0.6722 (0.6670) loss_da_instance: 0.6646 (0.6574) loss_da_consistency: 0.0064 (0.0072) time: 1.1204 (1.1260) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:19:28,445 maskrcnn_benchmark.trainer INFO: eta: 13:30:21 iter: 26820 loss: 1.4490 (1.5488) loss_classifier: 0.0342 (0.0832) loss_box_reg: 0.0310 (0.0924) loss_objectness: 0.0071 (0.0252) loss_rpn_box_reg: 0.0026 (0.0164) loss_da_image: 0.6701 (0.6670) loss_da_instance: 0.6711 (0.6574) loss_da_consistency: 0.0056 (0.0072) time: 1.1184 (1.1260) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:19:50,829 maskrcnn_benchmark.trainer INFO: eta: 13:29:58 iter: 26840 loss: 1.5007 (1.5488) loss_classifier: 0.0574 (0.0832) loss_box_reg: 0.0586 (0.0924) loss_objectness: 0.0157 (0.0252) loss_rpn_box_reg: 0.0095 (0.0164) loss_da_image: 0.6813 (0.6670) loss_da_instance: 0.6731 (0.6574) loss_da_consistency: 0.0052 (0.0072) time: 1.1189 (1.1260) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:20:13,316 maskrcnn_benchmark.trainer INFO: eta: 13:29:35 iter: 26860 loss: 1.5266 (1.5488) loss_classifier: 0.0850 (0.0832) loss_box_reg: 0.0646 (0.0924) loss_objectness: 0.0108 (0.0252) loss_rpn_box_reg: 0.0101 (0.0164) loss_da_image: 0.6675 (0.6670) loss_da_instance: 0.6639 (0.6574) loss_da_consistency: 0.0065 (0.0072) time: 1.1246 (1.1260) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:20:35,751 maskrcnn_benchmark.trainer INFO: eta: 13:29:13 iter: 26880 loss: 1.4893 (1.5488) loss_classifier: 0.0616 (0.0832) loss_box_reg: 0.0825 (0.0924) loss_objectness: 0.0173 (0.0252) loss_rpn_box_reg: 0.0093 (0.0164) loss_da_image: 0.6698 (0.6670) loss_da_instance: 0.6669 (0.6574) loss_da_consistency: 0.0057 (0.0072) time: 1.1216 (1.1260) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:20:58,230 maskrcnn_benchmark.trainer INFO: eta: 13:28:50 iter: 26900 loss: 1.5493 (1.5488) loss_classifier: 0.0784 (0.0832) loss_box_reg: 0.0910 (0.0924) loss_objectness: 0.0129 (0.0252) loss_rpn_box_reg: 0.0131 (0.0164) loss_da_image: 0.6818 (0.6670) loss_da_instance: 0.6702 (0.6574) loss_da_consistency: 0.0066 (0.0072) time: 1.1255 (1.1260) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:21:20,682 maskrcnn_benchmark.trainer INFO: eta: 13:28:27 iter: 26920 loss: 1.5122 (1.5489) loss_classifier: 0.0638 (0.0832) loss_box_reg: 0.0500 (0.0924) loss_objectness: 0.0102 (0.0252) loss_rpn_box_reg: 0.0077 (0.0164) loss_da_image: 0.6744 (0.6670) loss_da_instance: 0.6635 (0.6575) loss_da_consistency: 0.0067 (0.0072) time: 1.1223 (1.1260) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:21:43,133 maskrcnn_benchmark.trainer INFO: eta: 13:28:05 iter: 26940 loss: 1.4646 (1.5488) loss_classifier: 0.0426 (0.0832) loss_box_reg: 0.0594 (0.0924) loss_objectness: 0.0106 (0.0251) loss_rpn_box_reg: 0.0066 (0.0164) loss_da_image: 0.6674 (0.6671) loss_da_instance: 0.6706 (0.6575) loss_da_consistency: 0.0058 (0.0072) time: 1.1214 (1.1260) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:22:05,521 maskrcnn_benchmark.trainer INFO: eta: 13:27:42 iter: 26960 loss: 1.4958 (1.5488) loss_classifier: 0.0586 (0.0832) loss_box_reg: 0.0572 (0.0924) loss_objectness: 0.0105 (0.0251) loss_rpn_box_reg: 0.0092 (0.0164) loss_da_image: 0.6683 (0.6671) loss_da_instance: 0.6539 (0.6575) loss_da_consistency: 0.0050 (0.0072) time: 1.1195 (1.1260) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:22:28,025 maskrcnn_benchmark.trainer INFO: eta: 13:27:19 iter: 26980 loss: 1.4699 (1.5488) loss_classifier: 0.0533 (0.0832) loss_box_reg: 0.0705 (0.0924) loss_objectness: 0.0089 (0.0251) loss_rpn_box_reg: 0.0100 (0.0164) loss_da_image: 0.6578 (0.6670) loss_da_instance: 0.6608 (0.6575) loss_da_consistency: 0.0064 (0.0072) time: 1.1238 (1.1260) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:22:50,491 maskrcnn_benchmark.trainer INFO: eta: 13:26:57 iter: 27000 loss: 1.4608 (1.5488) loss_classifier: 0.0541 (0.0831) loss_box_reg: 0.0585 (0.0924) loss_objectness: 0.0089 (0.0251) loss_rpn_box_reg: 0.0074 (0.0164) loss_da_image: 0.6681 (0.6671) loss_da_instance: 0.6614 (0.6575) loss_da_consistency: 0.0053 (0.0072) time: 1.1228 (1.1260) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:23:12,948 maskrcnn_benchmark.trainer INFO: eta: 13:26:34 iter: 27020 loss: 1.4595 (1.5487) loss_classifier: 0.0425 (0.0831) loss_box_reg: 0.0625 (0.0923) loss_objectness: 0.0058 (0.0251) loss_rpn_box_reg: 0.0061 (0.0164) loss_da_image: 0.6740 (0.6671) loss_da_instance: 0.6622 (0.6575) loss_da_consistency: 0.0063 (0.0072) time: 1.1218 (1.1260) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:23:35,343 maskrcnn_benchmark.trainer INFO: eta: 13:26:12 iter: 27040 loss: 1.5080 (1.5487) loss_classifier: 0.0623 (0.0831) loss_box_reg: 0.0836 (0.0923) loss_objectness: 0.0085 (0.0251) loss_rpn_box_reg: 0.0042 (0.0164) loss_da_image: 0.6775 (0.6671) loss_da_instance: 0.6662 (0.6575) loss_da_consistency: 0.0067 (0.0072) time: 1.1212 (1.1260) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:23:57,857 maskrcnn_benchmark.trainer INFO: eta: 13:25:49 iter: 27060 loss: 1.5380 (1.5487) loss_classifier: 0.0826 (0.0831) loss_box_reg: 0.0924 (0.0923) loss_objectness: 0.0143 (0.0251) loss_rpn_box_reg: 0.0144 (0.0164) loss_da_image: 0.6770 (0.6671) loss_da_instance: 0.6659 (0.6575) loss_da_consistency: 0.0067 (0.0072) time: 1.1242 (1.1260) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:24:20,369 maskrcnn_benchmark.trainer INFO: eta: 13:25:26 iter: 27080 loss: 1.5208 (1.5487) loss_classifier: 0.0837 (0.0831) loss_box_reg: 0.0612 (0.0923) loss_objectness: 0.0168 (0.0251) loss_rpn_box_reg: 0.0146 (0.0164) loss_da_image: 0.6788 (0.6671) loss_da_instance: 0.6596 (0.6575) loss_da_consistency: 0.0048 (0.0072) time: 1.1236 (1.1260) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:24:42,797 maskrcnn_benchmark.trainer INFO: eta: 13:25:04 iter: 27100 loss: 1.5144 (1.5487) loss_classifier: 0.0614 (0.0831) loss_box_reg: 0.0702 (0.0923) loss_objectness: 0.0081 (0.0251) loss_rpn_box_reg: 0.0111 (0.0164) loss_da_image: 0.6779 (0.6671) loss_da_instance: 0.6627 (0.6575) loss_da_consistency: 0.0053 (0.0072) time: 1.1223 (1.1260) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:25:05,231 maskrcnn_benchmark.trainer INFO: eta: 13:24:41 iter: 27120 loss: 1.4716 (1.5486) loss_classifier: 0.0636 (0.0831) loss_box_reg: 0.0737 (0.0923) loss_objectness: 0.0086 (0.0251) loss_rpn_box_reg: 0.0079 (0.0164) loss_da_image: 0.6761 (0.6671) loss_da_instance: 0.6675 (0.6575) loss_da_consistency: 0.0059 (0.0072) time: 1.1214 (1.1260) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:25:27,669 maskrcnn_benchmark.trainer INFO: eta: 13:24:19 iter: 27140 loss: 1.4539 (1.5486) loss_classifier: 0.0548 (0.0831) loss_box_reg: 0.0618 (0.0923) loss_objectness: 0.0103 (0.0251) loss_rpn_box_reg: 0.0056 (0.0164) loss_da_image: 0.6671 (0.6671) loss_da_instance: 0.6547 (0.6575) loss_da_consistency: 0.0054 (0.0072) time: 1.1196 (1.1260) data: 0.0748 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:25:50,133 maskrcnn_benchmark.trainer INFO: eta: 13:23:56 iter: 27160 loss: 1.5414 (1.5486) loss_classifier: 0.0844 (0.0831) loss_box_reg: 0.1057 (0.0923) loss_objectness: 0.0162 (0.0251) loss_rpn_box_reg: 0.0145 (0.0164) loss_da_image: 0.6670 (0.6671) loss_da_instance: 0.6510 (0.6575) loss_da_consistency: 0.0068 (0.0072) time: 1.1243 (1.1260) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:26:12,595 maskrcnn_benchmark.trainer INFO: eta: 13:23:33 iter: 27180 loss: 1.5543 (1.5486) loss_classifier: 0.0727 (0.0831) loss_box_reg: 0.0783 (0.0923) loss_objectness: 0.0180 (0.0251) loss_rpn_box_reg: 0.0109 (0.0164) loss_da_image: 0.6736 (0.6671) loss_da_instance: 0.6625 (0.6575) loss_da_consistency: 0.0056 (0.0072) time: 1.1224 (1.1260) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:26:35,102 maskrcnn_benchmark.trainer INFO: eta: 13:23:11 iter: 27200 loss: 1.4303 (1.5486) loss_classifier: 0.0365 (0.0831) loss_box_reg: 0.0399 (0.0923) loss_objectness: 0.0095 (0.0251) loss_rpn_box_reg: 0.0052 (0.0164) loss_da_image: 0.6739 (0.6671) loss_da_instance: 0.6672 (0.6575) loss_da_consistency: 0.0053 (0.0072) time: 1.1257 (1.1260) data: 0.0753 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:26:57,538 maskrcnn_benchmark.trainer INFO: eta: 13:22:48 iter: 27220 loss: 1.4789 (1.5485) loss_classifier: 0.0685 (0.0830) loss_box_reg: 0.0663 (0.0923) loss_objectness: 0.0089 (0.0251) loss_rpn_box_reg: 0.0143 (0.0164) loss_da_image: 0.6736 (0.6671) loss_da_instance: 0.6523 (0.6575) loss_da_consistency: 0.0053 (0.0072) time: 1.1167 (1.1260) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:27:19,968 maskrcnn_benchmark.trainer INFO: eta: 13:22:25 iter: 27240 loss: 1.5025 (1.5485) loss_classifier: 0.0703 (0.0830) loss_box_reg: 0.0841 (0.0923) loss_objectness: 0.0110 (0.0251) loss_rpn_box_reg: 0.0104 (0.0164) loss_da_image: 0.6694 (0.6671) loss_da_instance: 0.6598 (0.6575) loss_da_consistency: 0.0060 (0.0072) time: 1.1212 (1.1260) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:27:42,472 maskrcnn_benchmark.trainer INFO: eta: 13:22:03 iter: 27260 loss: 1.4767 (1.5485) loss_classifier: 0.0431 (0.0830) loss_box_reg: 0.0668 (0.0922) loss_objectness: 0.0116 (0.0251) loss_rpn_box_reg: 0.0066 (0.0164) loss_da_image: 0.6681 (0.6671) loss_da_instance: 0.6498 (0.6575) loss_da_consistency: 0.0079 (0.0072) time: 1.1234 (1.1260) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:28:04,944 maskrcnn_benchmark.trainer INFO: eta: 13:21:40 iter: 27280 loss: 1.4816 (1.5485) loss_classifier: 0.0528 (0.0830) loss_box_reg: 0.0541 (0.0922) loss_objectness: 0.0101 (0.0250) loss_rpn_box_reg: 0.0058 (0.0164) loss_da_image: 0.6737 (0.6671) loss_da_instance: 0.6781 (0.6575) loss_da_consistency: 0.0065 (0.0072) time: 1.1251 (1.1260) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:28:27,432 maskrcnn_benchmark.trainer INFO: eta: 13:21:18 iter: 27300 loss: 1.4884 (1.5485) loss_classifier: 0.0486 (0.0830) loss_box_reg: 0.0545 (0.0922) loss_objectness: 0.0123 (0.0250) loss_rpn_box_reg: 0.0039 (0.0164) loss_da_image: 0.6784 (0.6671) loss_da_instance: 0.6690 (0.6575) loss_da_consistency: 0.0055 (0.0072) time: 1.1254 (1.1260) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:28:49,852 maskrcnn_benchmark.trainer INFO: eta: 13:20:55 iter: 27320 loss: 1.4632 (1.5484) loss_classifier: 0.0389 (0.0830) loss_box_reg: 0.0514 (0.0922) loss_objectness: 0.0065 (0.0250) loss_rpn_box_reg: 0.0075 (0.0164) loss_da_image: 0.6763 (0.6671) loss_da_instance: 0.6670 (0.6576) loss_da_consistency: 0.0055 (0.0072) time: 1.1200 (1.1260) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:29:12,327 maskrcnn_benchmark.trainer INFO: eta: 13:20:32 iter: 27340 loss: 1.4756 (1.5484) loss_classifier: 0.0570 (0.0830) loss_box_reg: 0.0706 (0.0922) loss_objectness: 0.0078 (0.0250) loss_rpn_box_reg: 0.0080 (0.0164) loss_da_image: 0.6746 (0.6671) loss_da_instance: 0.6634 (0.6576) loss_da_consistency: 0.0064 (0.0072) time: 1.1220 (1.1259) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:29:34,692 maskrcnn_benchmark.trainer INFO: eta: 13:20:10 iter: 27360 loss: 1.5107 (1.5484) loss_classifier: 0.0742 (0.0830) loss_box_reg: 0.0761 (0.0922) loss_objectness: 0.0108 (0.0250) loss_rpn_box_reg: 0.0085 (0.0164) loss_da_image: 0.6731 (0.6671) loss_da_instance: 0.6536 (0.6576) loss_da_consistency: 0.0068 (0.0072) time: 1.1161 (1.1259) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:29:57,181 maskrcnn_benchmark.trainer INFO: eta: 13:19:47 iter: 27380 loss: 1.5312 (1.5484) loss_classifier: 0.0658 (0.0830) loss_box_reg: 0.0748 (0.0922) loss_objectness: 0.0088 (0.0250) loss_rpn_box_reg: 0.0098 (0.0164) loss_da_image: 0.6705 (0.6672) loss_da_instance: 0.6552 (0.6576) loss_da_consistency: 0.0064 (0.0071) time: 1.1241 (1.1259) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:30:19,686 maskrcnn_benchmark.trainer INFO: eta: 13:19:25 iter: 27400 loss: 1.4393 (1.5483) loss_classifier: 0.0367 (0.0829) loss_box_reg: 0.0486 (0.0922) loss_objectness: 0.0070 (0.0250) loss_rpn_box_reg: 0.0037 (0.0164) loss_da_image: 0.6741 (0.6672) loss_da_instance: 0.6541 (0.6576) loss_da_consistency: 0.0052 (0.0071) time: 1.1269 (1.1259) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:30:42,129 maskrcnn_benchmark.trainer INFO: eta: 13:19:02 iter: 27420 loss: 1.5267 (1.5483) loss_classifier: 0.0622 (0.0829) loss_box_reg: 0.0911 (0.0922) loss_objectness: 0.0132 (0.0250) loss_rpn_box_reg: 0.0111 (0.0164) loss_da_image: 0.6754 (0.6672) loss_da_instance: 0.6566 (0.6576) loss_da_consistency: 0.0067 (0.0071) time: 1.1217 (1.1259) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:31:04,517 maskrcnn_benchmark.trainer INFO: eta: 13:18:39 iter: 27440 loss: 1.4494 (1.5483) loss_classifier: 0.0395 (0.0829) loss_box_reg: 0.0698 (0.0921) loss_objectness: 0.0056 (0.0250) loss_rpn_box_reg: 0.0072 (0.0164) loss_da_image: 0.6704 (0.6672) loss_da_instance: 0.6461 (0.6576) loss_da_consistency: 0.0067 (0.0071) time: 1.1184 (1.1259) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:31:26,917 maskrcnn_benchmark.trainer INFO: eta: 13:18:17 iter: 27460 loss: 1.5264 (1.5482) loss_classifier: 0.0710 (0.0829) loss_box_reg: 0.0623 (0.0921) loss_objectness: 0.0133 (0.0250) loss_rpn_box_reg: 0.0115 (0.0164) loss_da_image: 0.6757 (0.6672) loss_da_instance: 0.6735 (0.6576) loss_da_consistency: 0.0081 (0.0071) time: 1.1204 (1.1259) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:31:49,352 maskrcnn_benchmark.trainer INFO: eta: 13:17:54 iter: 27480 loss: 1.4901 (1.5482) loss_classifier: 0.0617 (0.0829) loss_box_reg: 0.0512 (0.0921) loss_objectness: 0.0089 (0.0250) loss_rpn_box_reg: 0.0068 (0.0164) loss_da_image: 0.6736 (0.6672) loss_da_instance: 0.6704 (0.6576) loss_da_consistency: 0.0073 (0.0071) time: 1.1191 (1.1259) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:32:11,767 maskrcnn_benchmark.trainer INFO: eta: 13:17:31 iter: 27500 loss: 1.4644 (1.5482) loss_classifier: 0.0558 (0.0829) loss_box_reg: 0.0404 (0.0921) loss_objectness: 0.0129 (0.0250) loss_rpn_box_reg: 0.0064 (0.0163) loss_da_image: 0.6621 (0.6672) loss_da_instance: 0.6775 (0.6576) loss_da_consistency: 0.0053 (0.0071) time: 1.1207 (1.1259) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:32:11,770 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0027500.pth
2019-10-03 18:32:34,934 maskrcnn_benchmark.trainer INFO: eta: 13:17:10 iter: 27520 loss: 1.4649 (1.5481) loss_classifier: 0.0437 (0.0828) loss_box_reg: 0.0507 (0.0921) loss_objectness: 0.0056 (0.0250) loss_rpn_box_reg: 0.0062 (0.0163) loss_da_image: 0.6730 (0.6672) loss_da_instance: 0.6743 (0.6576) loss_da_consistency: 0.0051 (0.0071) time: 1.1199 (1.1259) data: 0.0806 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:32:57,419 maskrcnn_benchmark.trainer INFO: eta: 13:16:47 iter: 27540 loss: 1.4786 (1.5481) loss_classifier: 0.0423 (0.0828) loss_box_reg: 0.0605 (0.0920) loss_objectness: 0.0089 (0.0249) loss_rpn_box_reg: 0.0058 (0.0163) loss_da_image: 0.6821 (0.6672) loss_da_instance: 0.6660 (0.6576) loss_da_consistency: 0.0063 (0.0071) time: 1.1232 (1.1259) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:33:19,826 maskrcnn_benchmark.trainer INFO: eta: 13:16:24 iter: 27560 loss: 1.4727 (1.5481) loss_classifier: 0.0457 (0.0828) loss_box_reg: 0.0529 (0.0920) loss_objectness: 0.0061 (0.0249) loss_rpn_box_reg: 0.0055 (0.0163) loss_da_image: 0.6787 (0.6672) loss_da_instance: 0.6672 (0.6576) loss_da_consistency: 0.0042 (0.0071) time: 1.1207 (1.1259) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:33:42,308 maskrcnn_benchmark.trainer INFO: eta: 13:16:02 iter: 27580 loss: 1.4992 (1.5480) loss_classifier: 0.0721 (0.0828) loss_box_reg: 0.0786 (0.0920) loss_objectness: 0.0117 (0.0249) loss_rpn_box_reg: 0.0084 (0.0163) loss_da_image: 0.6747 (0.6672) loss_da_instance: 0.6544 (0.6576) loss_da_consistency: 0.0053 (0.0071) time: 1.1247 (1.1259) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:34:04,757 maskrcnn_benchmark.trainer INFO: eta: 13:15:39 iter: 27600 loss: 1.5101 (1.5480) loss_classifier: 0.0650 (0.0828) loss_box_reg: 0.0655 (0.0920) loss_objectness: 0.0092 (0.0249) loss_rpn_box_reg: 0.0092 (0.0163) loss_da_image: 0.6779 (0.6672) loss_da_instance: 0.6611 (0.6576) loss_da_consistency: 0.0052 (0.0071) time: 1.1237 (1.1259) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:34:27,220 maskrcnn_benchmark.trainer INFO: eta: 13:15:17 iter: 27620 loss: 1.5292 (1.5480) loss_classifier: 0.0829 (0.0828) loss_box_reg: 0.0937 (0.0920) loss_objectness: 0.0118 (0.0249) loss_rpn_box_reg: 0.0101 (0.0163) loss_da_image: 0.6740 (0.6672) loss_da_instance: 0.6504 (0.6576) loss_da_consistency: 0.0068 (0.0071) time: 1.1241 (1.1259) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:34:49,700 maskrcnn_benchmark.trainer INFO: eta: 13:14:54 iter: 27640 loss: 1.4748 (1.5480) loss_classifier: 0.0494 (0.0828) loss_box_reg: 0.0590 (0.0920) loss_objectness: 0.0116 (0.0249) loss_rpn_box_reg: 0.0056 (0.0163) loss_da_image: 0.6738 (0.6672) loss_da_instance: 0.6736 (0.6576) loss_da_consistency: 0.0051 (0.0071) time: 1.1223 (1.1259) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:35:12,112 maskrcnn_benchmark.trainer INFO: eta: 13:14:31 iter: 27660 loss: 1.5230 (1.5480) loss_classifier: 0.0678 (0.0828) loss_box_reg: 0.0804 (0.0920) loss_objectness: 0.0128 (0.0249) loss_rpn_box_reg: 0.0128 (0.0163) loss_da_image: 0.6758 (0.6672) loss_da_instance: 0.6638 (0.6576) loss_da_consistency: 0.0056 (0.0071) time: 1.1238 (1.1259) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:35:34,624 maskrcnn_benchmark.trainer INFO: eta: 13:14:09 iter: 27680 loss: 1.4942 (1.5480) loss_classifier: 0.0472 (0.0827) loss_box_reg: 0.0724 (0.0920) loss_objectness: 0.0081 (0.0249) loss_rpn_box_reg: 0.0059 (0.0163) loss_da_image: 0.6727 (0.6672) loss_da_instance: 0.6739 (0.6576) loss_da_consistency: 0.0055 (0.0071) time: 1.1233 (1.1259) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:35:57,117 maskrcnn_benchmark.trainer INFO: eta: 13:13:46 iter: 27700 loss: 1.4359 (1.5479) loss_classifier: 0.0407 (0.0827) loss_box_reg: 0.0570 (0.0920) loss_objectness: 0.0093 (0.0249) loss_rpn_box_reg: 0.0060 (0.0163) loss_da_image: 0.6730 (0.6672) loss_da_instance: 0.6566 (0.6576) loss_da_consistency: 0.0052 (0.0071) time: 1.1223 (1.1259) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:36:19,605 maskrcnn_benchmark.trainer INFO: eta: 13:13:24 iter: 27720 loss: 1.4788 (1.5479) loss_classifier: 0.0454 (0.0827) loss_box_reg: 0.0554 (0.0919) loss_objectness: 0.0057 (0.0249) loss_rpn_box_reg: 0.0056 (0.0163) loss_da_image: 0.6674 (0.6672) loss_da_instance: 0.6764 (0.6576) loss_da_consistency: 0.0045 (0.0071) time: 1.1162 (1.1259) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:36:41,974 maskrcnn_benchmark.trainer INFO: eta: 13:13:01 iter: 27740 loss: 1.4409 (1.5478) loss_classifier: 0.0401 (0.0827) loss_box_reg: 0.0408 (0.0919) loss_objectness: 0.0089 (0.0249) loss_rpn_box_reg: 0.0068 (0.0163) loss_da_image: 0.6724 (0.6672) loss_da_instance: 0.6586 (0.6576) loss_da_consistency: 0.0069 (0.0071) time: 1.1170 (1.1259) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:37:04,302 maskrcnn_benchmark.trainer INFO: eta: 13:12:38 iter: 27760 loss: 1.5263 (1.5478) loss_classifier: 0.0582 (0.0827) loss_box_reg: 0.0775 (0.0919) loss_objectness: 0.0084 (0.0249) loss_rpn_box_reg: 0.0091 (0.0163) loss_da_image: 0.6792 (0.6673) loss_da_instance: 0.6685 (0.6577) loss_da_consistency: 0.0056 (0.0071) time: 1.1152 (1.1259) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:37:26,749 maskrcnn_benchmark.trainer INFO: eta: 13:12:16 iter: 27780 loss: 1.4873 (1.5478) loss_classifier: 0.0549 (0.0827) loss_box_reg: 0.0540 (0.0919) loss_objectness: 0.0085 (0.0249) loss_rpn_box_reg: 0.0077 (0.0163) loss_da_image: 0.6744 (0.6673) loss_da_instance: 0.6623 (0.6577) loss_da_consistency: 0.0059 (0.0071) time: 1.1212 (1.1259) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:37:49,221 maskrcnn_benchmark.trainer INFO: eta: 13:11:53 iter: 27800 loss: 1.4925 (1.5478) loss_classifier: 0.0532 (0.0827) loss_box_reg: 0.0448 (0.0919) loss_objectness: 0.0095 (0.0249) loss_rpn_box_reg: 0.0053 (0.0163) loss_da_image: 0.6765 (0.6673) loss_da_instance: 0.6819 (0.6577) loss_da_consistency: 0.0053 (0.0071) time: 1.1223 (1.1259) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:38:11,750 maskrcnn_benchmark.trainer INFO: eta: 13:11:30 iter: 27820 loss: 1.4990 (1.5478) loss_classifier: 0.0706 (0.0827) loss_box_reg: 0.0551 (0.0919) loss_objectness: 0.0113 (0.0248) loss_rpn_box_reg: 0.0063 (0.0163) loss_da_image: 0.6800 (0.6673) loss_da_instance: 0.6596 (0.6577) loss_da_consistency: 0.0057 (0.0071) time: 1.1285 (1.1259) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:38:34,244 maskrcnn_benchmark.trainer INFO: eta: 13:11:08 iter: 27840 loss: 1.5083 (1.5478) loss_classifier: 0.0643 (0.0826) loss_box_reg: 0.0622 (0.0919) loss_objectness: 0.0103 (0.0248) loss_rpn_box_reg: 0.0089 (0.0163) loss_da_image: 0.6795 (0.6673) loss_da_instance: 0.6602 (0.6577) loss_da_consistency: 0.0070 (0.0071) time: 1.1250 (1.1259) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:38:57,100 maskrcnn_benchmark.trainer INFO: eta: 13:10:46 iter: 27860 loss: 1.5071 (1.5477) loss_classifier: 0.0727 (0.0826) loss_box_reg: 0.0718 (0.0919) loss_objectness: 0.0082 (0.0248) loss_rpn_box_reg: 0.0101 (0.0163) loss_da_image: 0.6719 (0.6673) loss_da_instance: 0.6493 (0.6577) loss_da_consistency: 0.0059 (0.0071) time: 1.1229 (1.1259) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:39:19,678 maskrcnn_benchmark.trainer INFO: eta: 13:10:23 iter: 27880 loss: 1.4562 (1.5477) loss_classifier: 0.0463 (0.0826) loss_box_reg: 0.0670 (0.0919) loss_objectness: 0.0104 (0.0248) loss_rpn_box_reg: 0.0055 (0.0163) loss_da_image: 0.6741 (0.6673) loss_da_instance: 0.6701 (0.6577) loss_da_consistency: 0.0059 (0.0071) time: 1.1297 (1.1259) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:39:42,168 maskrcnn_benchmark.trainer INFO: eta: 13:10:01 iter: 27900 loss: 1.4567 (1.5477) loss_classifier: 0.0523 (0.0826) loss_box_reg: 0.0487 (0.0919) loss_objectness: 0.0118 (0.0248) loss_rpn_box_reg: 0.0080 (0.0163) loss_da_image: 0.6749 (0.6673) loss_da_instance: 0.6608 (0.6577) loss_da_consistency: 0.0052 (0.0071) time: 1.1220 (1.1259) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:40:04,730 maskrcnn_benchmark.trainer INFO: eta: 13:09:38 iter: 27920 loss: 1.5239 (1.5476) loss_classifier: 0.0617 (0.0826) loss_box_reg: 0.0575 (0.0918) loss_objectness: 0.0115 (0.0248) loss_rpn_box_reg: 0.0100 (0.0163) loss_da_image: 0.6789 (0.6673) loss_da_instance: 0.6601 (0.6577) loss_da_consistency: 0.0055 (0.0071) time: 1.1310 (1.1259) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:40:27,380 maskrcnn_benchmark.trainer INFO: eta: 13:09:16 iter: 27940 loss: 1.4793 (1.5476) loss_classifier: 0.0560 (0.0826) loss_box_reg: 0.0475 (0.0918) loss_objectness: 0.0109 (0.0248) loss_rpn_box_reg: 0.0086 (0.0163) loss_da_image: 0.6787 (0.6673) loss_da_instance: 0.6583 (0.6577) loss_da_consistency: 0.0055 (0.0071) time: 1.1287 (1.1259) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:40:49,825 maskrcnn_benchmark.trainer INFO: eta: 13:08:53 iter: 27960 loss: 1.4827 (1.5476) loss_classifier: 0.0455 (0.0825) loss_box_reg: 0.0529 (0.0918) loss_objectness: 0.0072 (0.0248) loss_rpn_box_reg: 0.0073 (0.0163) loss_da_image: 0.6791 (0.6673) loss_da_instance: 0.6700 (0.6577) loss_da_consistency: 0.0047 (0.0071) time: 1.1212 (1.1259) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:41:12,276 maskrcnn_benchmark.trainer INFO: eta: 13:08:31 iter: 27980 loss: 1.5425 (1.5476) loss_classifier: 0.0723 (0.0825) loss_box_reg: 0.1235 (0.0918) loss_objectness: 0.0136 (0.0248) loss_rpn_box_reg: 0.0103 (0.0163) loss_da_image: 0.6769 (0.6673) loss_da_instance: 0.6566 (0.6577) loss_da_consistency: 0.0062 (0.0071) time: 1.1226 (1.1259) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:41:34,677 maskrcnn_benchmark.trainer INFO: eta: 13:08:08 iter: 28000 loss: 1.5060 (1.5475) loss_classifier: 0.0632 (0.0825) loss_box_reg: 0.0755 (0.0918) loss_objectness: 0.0128 (0.0248) loss_rpn_box_reg: 0.0137 (0.0163) loss_da_image: 0.6750 (0.6673) loss_da_instance: 0.6599 (0.6577) loss_da_consistency: 0.0065 (0.0071) time: 1.1199 (1.1259) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:41:57,017 maskrcnn_benchmark.trainer INFO: eta: 13:07:45 iter: 28020 loss: 1.5005 (1.5475) loss_classifier: 0.0621 (0.0825) loss_box_reg: 0.0587 (0.0918) loss_objectness: 0.0075 (0.0248) loss_rpn_box_reg: 0.0074 (0.0163) loss_da_image: 0.6762 (0.6673) loss_da_instance: 0.6521 (0.6577) loss_da_consistency: 0.0065 (0.0071) time: 1.1162 (1.1259) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:42:19,440 maskrcnn_benchmark.trainer INFO: eta: 13:07:23 iter: 28040 loss: 1.4449 (1.5475) loss_classifier: 0.0351 (0.0825) loss_box_reg: 0.0476 (0.0918) loss_objectness: 0.0164 (0.0248) loss_rpn_box_reg: 0.0051 (0.0163) loss_da_image: 0.6741 (0.6673) loss_da_instance: 0.6673 (0.6577) loss_da_consistency: 0.0063 (0.0071) time: 1.1200 (1.1259) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:42:42,065 maskrcnn_benchmark.trainer INFO: eta: 13:07:00 iter: 28060 loss: 1.4942 (1.5475) loss_classifier: 0.0579 (0.0825) loss_box_reg: 0.0583 (0.0918) loss_objectness: 0.0086 (0.0248) loss_rpn_box_reg: 0.0115 (0.0163) loss_da_image: 0.6725 (0.6673) loss_da_instance: 0.6505 (0.6577) loss_da_consistency: 0.0056 (0.0071) time: 1.1252 (1.1259) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:43:04,551 maskrcnn_benchmark.trainer INFO: eta: 13:06:38 iter: 28080 loss: 1.4807 (1.5474) loss_classifier: 0.0587 (0.0825) loss_box_reg: 0.0551 (0.0918) loss_objectness: 0.0094 (0.0248) loss_rpn_box_reg: 0.0077 (0.0163) loss_da_image: 0.6697 (0.6674) loss_da_instance: 0.6721 (0.6577) loss_da_consistency: 0.0051 (0.0071) time: 1.1235 (1.1259) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:43:27,039 maskrcnn_benchmark.trainer INFO: eta: 13:06:15 iter: 28100 loss: 1.5187 (1.5474) loss_classifier: 0.0593 (0.0825) loss_box_reg: 0.0512 (0.0917) loss_objectness: 0.0111 (0.0248) loss_rpn_box_reg: 0.0104 (0.0162) loss_da_image: 0.6749 (0.6674) loss_da_instance: 0.6717 (0.6577) loss_da_consistency: 0.0061 (0.0071) time: 1.1236 (1.1259) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:43:49,560 maskrcnn_benchmark.trainer INFO: eta: 13:05:53 iter: 28120 loss: 1.5128 (1.5474) loss_classifier: 0.0687 (0.0825) loss_box_reg: 0.0637 (0.0917) loss_objectness: 0.0120 (0.0247) loss_rpn_box_reg: 0.0140 (0.0163) loss_da_image: 0.6689 (0.6674) loss_da_instance: 0.6585 (0.6577) loss_da_consistency: 0.0063 (0.0071) time: 1.1246 (1.1259) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:44:12,107 maskrcnn_benchmark.trainer INFO: eta: 13:05:30 iter: 28140 loss: 1.5081 (1.5474) loss_classifier: 0.0513 (0.0824) loss_box_reg: 0.0899 (0.0917) loss_objectness: 0.0120 (0.0247) loss_rpn_box_reg: 0.0141 (0.0163) loss_da_image: 0.6742 (0.6674) loss_da_instance: 0.6649 (0.6577) loss_da_consistency: 0.0057 (0.0071) time: 1.1269 (1.1259) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:44:34,569 maskrcnn_benchmark.trainer INFO: eta: 13:05:08 iter: 28160 loss: 1.5236 (1.5474) loss_classifier: 0.0582 (0.0824) loss_box_reg: 0.0751 (0.0917) loss_objectness: 0.0080 (0.0247) loss_rpn_box_reg: 0.0112 (0.0162) loss_da_image: 0.6791 (0.6674) loss_da_instance: 0.6719 (0.6577) loss_da_consistency: 0.0057 (0.0071) time: 1.1209 (1.1259) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:44:57,236 maskrcnn_benchmark.trainer INFO: eta: 13:04:45 iter: 28180 loss: 1.4687 (1.5473) loss_classifier: 0.0468 (0.0824) loss_box_reg: 0.0482 (0.0917) loss_objectness: 0.0147 (0.0247) loss_rpn_box_reg: 0.0096 (0.0162) loss_da_image: 0.6667 (0.6674) loss_da_instance: 0.6550 (0.6577) loss_da_consistency: 0.0063 (0.0071) time: 1.1283 (1.1259) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:45:19,660 maskrcnn_benchmark.trainer INFO: eta: 13:04:23 iter: 28200 loss: 1.4863 (1.5473) loss_classifier: 0.0523 (0.0824) loss_box_reg: 0.0628 (0.0917) loss_objectness: 0.0129 (0.0247) loss_rpn_box_reg: 0.0082 (0.0162) loss_da_image: 0.6640 (0.6674) loss_da_instance: 0.6546 (0.6578) loss_da_consistency: 0.0066 (0.0071) time: 1.1218 (1.1259) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:45:42,165 maskrcnn_benchmark.trainer INFO: eta: 13:04:00 iter: 28220 loss: 1.4808 (1.5473) loss_classifier: 0.0596 (0.0824) loss_box_reg: 0.0585 (0.0917) loss_objectness: 0.0125 (0.0247) loss_rpn_box_reg: 0.0075 (0.0162) loss_da_image: 0.6613 (0.6674) loss_da_instance: 0.6702 (0.6578) loss_da_consistency: 0.0073 (0.0071) time: 1.1275 (1.1259) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:46:04,615 maskrcnn_benchmark.trainer INFO: eta: 13:03:38 iter: 28240 loss: 1.4846 (1.5473) loss_classifier: 0.0716 (0.0824) loss_box_reg: 0.0626 (0.0917) loss_objectness: 0.0108 (0.0247) loss_rpn_box_reg: 0.0084 (0.0162) loss_da_image: 0.6747 (0.6674) loss_da_instance: 0.6665 (0.6578) loss_da_consistency: 0.0062 (0.0071) time: 1.1240 (1.1259) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:46:27,021 maskrcnn_benchmark.trainer INFO: eta: 13:03:15 iter: 28260 loss: 1.5122 (1.5472) loss_classifier: 0.0658 (0.0824) loss_box_reg: 0.0765 (0.0917) loss_objectness: 0.0086 (0.0247) loss_rpn_box_reg: 0.0092 (0.0162) loss_da_image: 0.6722 (0.6674) loss_da_instance: 0.6483 (0.6578) loss_da_consistency: 0.0069 (0.0071) time: 1.1191 (1.1259) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:46:49,603 maskrcnn_benchmark.trainer INFO: eta: 13:02:52 iter: 28280 loss: 1.6260 (1.5473) loss_classifier: 0.0921 (0.0824) loss_box_reg: 0.0985 (0.0917) loss_objectness: 0.0194 (0.0247) loss_rpn_box_reg: 0.0071 (0.0162) loss_da_image: 0.6862 (0.6674) loss_da_instance: 0.6570 (0.6578) loss_da_consistency: 0.0069 (0.0071) time: 1.1296 (1.1259) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:47:12,087 maskrcnn_benchmark.trainer INFO: eta: 13:02:30 iter: 28300 loss: 1.4874 (1.5473) loss_classifier: 0.0661 (0.0824) loss_box_reg: 0.0682 (0.0917) loss_objectness: 0.0161 (0.0247) loss_rpn_box_reg: 0.0081 (0.0162) loss_da_image: 0.6323 (0.6674) loss_da_instance: 0.6648 (0.6578) loss_da_consistency: 0.0069 (0.0071) time: 1.1227 (1.1259) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:47:34,475 maskrcnn_benchmark.trainer INFO: eta: 13:02:07 iter: 28320 loss: 1.4880 (1.5472) loss_classifier: 0.0552 (0.0824) loss_box_reg: 0.0745 (0.0917) loss_objectness: 0.0152 (0.0247) loss_rpn_box_reg: 0.0109 (0.0162) loss_da_image: 0.6208 (0.6673) loss_da_instance: 0.6657 (0.6578) loss_da_consistency: 0.0070 (0.0071) time: 1.1173 (1.1259) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:47:56,922 maskrcnn_benchmark.trainer INFO: eta: 13:01:45 iter: 28340 loss: 1.4418 (1.5472) loss_classifier: 0.0677 (0.0824) loss_box_reg: 0.0739 (0.0917) loss_objectness: 0.0100 (0.0247) loss_rpn_box_reg: 0.0051 (0.0162) loss_da_image: 0.6269 (0.6673) loss_da_instance: 0.6657 (0.6578) loss_da_consistency: 0.0075 (0.0071) time: 1.1217 (1.1259) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:48:19,302 maskrcnn_benchmark.trainer INFO: eta: 13:01:22 iter: 28360 loss: 1.4934 (1.5472) loss_classifier: 0.0771 (0.0824) loss_box_reg: 0.0875 (0.0917) loss_objectness: 0.0140 (0.0247) loss_rpn_box_reg: 0.0096 (0.0162) loss_da_image: 0.6307 (0.6673) loss_da_instance: 0.6640 (0.6578) loss_da_consistency: 0.0067 (0.0071) time: 1.1169 (1.1259) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:48:41,752 maskrcnn_benchmark.trainer INFO: eta: 13:00:59 iter: 28380 loss: 1.4112 (1.5471) loss_classifier: 0.0432 (0.0824) loss_box_reg: 0.0608 (0.0917) loss_objectness: 0.0067 (0.0247) loss_rpn_box_reg: 0.0096 (0.0162) loss_da_image: 0.6349 (0.6673) loss_da_instance: 0.6654 (0.6578) loss_da_consistency: 0.0062 (0.0071) time: 1.1236 (1.1259) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:49:04,136 maskrcnn_benchmark.trainer INFO: eta: 13:00:36 iter: 28400 loss: 1.4379 (1.5471) loss_classifier: 0.0451 (0.0823) loss_box_reg: 0.0631 (0.0916) loss_objectness: 0.0090 (0.0247) loss_rpn_box_reg: 0.0075 (0.0162) loss_da_image: 0.6470 (0.6673) loss_da_instance: 0.6572 (0.6578) loss_da_consistency: 0.0064 (0.0071) time: 1.1178 (1.1259) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:49:26,523 maskrcnn_benchmark.trainer INFO: eta: 13:00:14 iter: 28420 loss: 1.4661 (1.5470) loss_classifier: 0.0564 (0.0823) loss_box_reg: 0.0524 (0.0916) loss_objectness: 0.0087 (0.0247) loss_rpn_box_reg: 0.0068 (0.0162) loss_da_image: 0.6596 (0.6673) loss_da_instance: 0.6742 (0.6578) loss_da_consistency: 0.0053 (0.0071) time: 1.1190 (1.1259) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:49:49,008 maskrcnn_benchmark.trainer INFO: eta: 12:59:51 iter: 28440 loss: 1.4581 (1.5470) loss_classifier: 0.0485 (0.0823) loss_box_reg: 0.0614 (0.0916) loss_objectness: 0.0098 (0.0247) loss_rpn_box_reg: 0.0061 (0.0162) loss_da_image: 0.6491 (0.6672) loss_da_instance: 0.6710 (0.6578) loss_da_consistency: 0.0061 (0.0071) time: 1.1236 (1.1259) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:50:11,495 maskrcnn_benchmark.trainer INFO: eta: 12:59:29 iter: 28460 loss: 1.5336 (1.5470) loss_classifier: 0.0771 (0.0823) loss_box_reg: 0.0755 (0.0916) loss_objectness: 0.0086 (0.0247) loss_rpn_box_reg: 0.0095 (0.0162) loss_da_image: 0.6484 (0.6672) loss_da_instance: 0.6611 (0.6578) loss_da_consistency: 0.0071 (0.0071) time: 1.1205 (1.1259) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:50:33,788 maskrcnn_benchmark.trainer INFO: eta: 12:59:06 iter: 28480 loss: 1.4353 (1.5469) loss_classifier: 0.0460 (0.0823) loss_box_reg: 0.0513 (0.0916) loss_objectness: 0.0088 (0.0247) loss_rpn_box_reg: 0.0086 (0.0162) loss_da_image: 0.6686 (0.6672) loss_da_instance: 0.6551 (0.6578) loss_da_consistency: 0.0059 (0.0071) time: 1.1136 (1.1259) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:50:56,132 maskrcnn_benchmark.trainer INFO: eta: 12:58:43 iter: 28500 loss: 1.4904 (1.5469) loss_classifier: 0.0516 (0.0823) loss_box_reg: 0.0759 (0.0916) loss_objectness: 0.0074 (0.0246) loss_rpn_box_reg: 0.0070 (0.0162) loss_da_image: 0.6639 (0.6672) loss_da_instance: 0.6531 (0.6578) loss_da_consistency: 0.0068 (0.0071) time: 1.1171 (1.1259) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:51:18,596 maskrcnn_benchmark.trainer INFO: eta: 12:58:20 iter: 28520 loss: 1.5116 (1.5469) loss_classifier: 0.0674 (0.0823) loss_box_reg: 0.0655 (0.0916) loss_objectness: 0.0121 (0.0246) loss_rpn_box_reg: 0.0092 (0.0162) loss_da_image: 0.6739 (0.6672) loss_da_instance: 0.6646 (0.6578) loss_da_consistency: 0.0057 (0.0071) time: 1.1212 (1.1259) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:51:41,057 maskrcnn_benchmark.trainer INFO: eta: 12:57:58 iter: 28540 loss: 1.4839 (1.5468) loss_classifier: 0.0530 (0.0823) loss_box_reg: 0.0644 (0.0915) loss_objectness: 0.0116 (0.0246) loss_rpn_box_reg: 0.0053 (0.0162) loss_da_image: 0.6735 (0.6672) loss_da_instance: 0.6573 (0.6578) loss_da_consistency: 0.0065 (0.0071) time: 1.1222 (1.1259) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:52:03,505 maskrcnn_benchmark.trainer INFO: eta: 12:57:35 iter: 28560 loss: 1.4424 (1.5468) loss_classifier: 0.0331 (0.0822) loss_box_reg: 0.0537 (0.0915) loss_objectness: 0.0034 (0.0246) loss_rpn_box_reg: 0.0054 (0.0162) loss_da_image: 0.6744 (0.6672) loss_da_instance: 0.6615 (0.6578) loss_da_consistency: 0.0055 (0.0071) time: 1.1204 (1.1259) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:52:25,860 maskrcnn_benchmark.trainer INFO: eta: 12:57:12 iter: 28580 loss: 1.4923 (1.5467) loss_classifier: 0.0484 (0.0822) loss_box_reg: 0.0599 (0.0915) loss_objectness: 0.0067 (0.0246) loss_rpn_box_reg: 0.0061 (0.0162) loss_da_image: 0.6817 (0.6673) loss_da_instance: 0.6593 (0.6578) loss_da_consistency: 0.0062 (0.0071) time: 1.1168 (1.1259) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:52:48,288 maskrcnn_benchmark.trainer INFO: eta: 12:56:50 iter: 28600 loss: 1.5244 (1.5467) loss_classifier: 0.0809 (0.0822) loss_box_reg: 0.0852 (0.0915) loss_objectness: 0.0140 (0.0246) loss_rpn_box_reg: 0.0078 (0.0162) loss_da_image: 0.6707 (0.6673) loss_da_instance: 0.6614 (0.6579) loss_da_consistency: 0.0066 (0.0071) time: 1.1218 (1.1259) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:53:10,608 maskrcnn_benchmark.trainer INFO: eta: 12:56:27 iter: 28620 loss: 1.4559 (1.5467) loss_classifier: 0.0495 (0.0822) loss_box_reg: 0.0525 (0.0915) loss_objectness: 0.0087 (0.0246) loss_rpn_box_reg: 0.0056 (0.0162) loss_da_image: 0.6772 (0.6673) loss_da_instance: 0.6686 (0.6579) loss_da_consistency: 0.0047 (0.0071) time: 1.1137 (1.1258) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:53:33,100 maskrcnn_benchmark.trainer INFO: eta: 12:56:04 iter: 28640 loss: 1.4854 (1.5466) loss_classifier: 0.0528 (0.0822) loss_box_reg: 0.0588 (0.0915) loss_objectness: 0.0113 (0.0246) loss_rpn_box_reg: 0.0083 (0.0162) loss_da_image: 0.6717 (0.6673) loss_da_instance: 0.6626 (0.6579) loss_da_consistency: 0.0053 (0.0071) time: 1.1226 (1.1258) data: 0.0753 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:53:55,535 maskrcnn_benchmark.trainer INFO: eta: 12:55:42 iter: 28660 loss: 1.4536 (1.5466) loss_classifier: 0.0450 (0.0822) loss_box_reg: 0.0452 (0.0914) loss_objectness: 0.0096 (0.0246) loss_rpn_box_reg: 0.0069 (0.0162) loss_da_image: 0.6756 (0.6673) loss_da_instance: 0.6695 (0.6579) loss_da_consistency: 0.0055 (0.0071) time: 1.1219 (1.1258) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:54:17,932 maskrcnn_benchmark.trainer INFO: eta: 12:55:19 iter: 28680 loss: 1.4702 (1.5466) loss_classifier: 0.0507 (0.0821) loss_box_reg: 0.0519 (0.0914) loss_objectness: 0.0092 (0.0246) loss_rpn_box_reg: 0.0056 (0.0162) loss_da_image: 0.6667 (0.6673) loss_da_instance: 0.6623 (0.6579) loss_da_consistency: 0.0052 (0.0071) time: 1.1195 (1.1258) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:54:40,348 maskrcnn_benchmark.trainer INFO: eta: 12:54:56 iter: 28700 loss: 1.4849 (1.5465) loss_classifier: 0.0566 (0.0821) loss_box_reg: 0.0590 (0.0914) loss_objectness: 0.0140 (0.0246) loss_rpn_box_reg: 0.0040 (0.0162) loss_da_image: 0.6660 (0.6673) loss_da_instance: 0.6645 (0.6579) loss_da_consistency: 0.0054 (0.0071) time: 1.1198 (1.1258) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:55:02,740 maskrcnn_benchmark.trainer INFO: eta: 12:54:34 iter: 28720 loss: 1.4344 (1.5465) loss_classifier: 0.0485 (0.0821) loss_box_reg: 0.0330 (0.0914) loss_objectness: 0.0066 (0.0246) loss_rpn_box_reg: 0.0063 (0.0162) loss_da_image: 0.6607 (0.6673) loss_da_instance: 0.6577 (0.6579) loss_da_consistency: 0.0054 (0.0071) time: 1.1180 (1.1258) data: 0.0813 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:55:25,137 maskrcnn_benchmark.trainer INFO: eta: 12:54:11 iter: 28740 loss: 1.4801 (1.5465) loss_classifier: 0.0469 (0.0821) loss_box_reg: 0.0728 (0.0914) loss_objectness: 0.0067 (0.0246) loss_rpn_box_reg: 0.0119 (0.0162) loss_da_image: 0.6707 (0.6673) loss_da_instance: 0.6622 (0.6579) loss_da_consistency: 0.0061 (0.0071) time: 1.1224 (1.1258) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:55:47,532 maskrcnn_benchmark.trainer INFO: eta: 12:53:48 iter: 28760 loss: 1.5222 (1.5465) loss_classifier: 0.0712 (0.0821) loss_box_reg: 0.0713 (0.0914) loss_objectness: 0.0119 (0.0245) loss_rpn_box_reg: 0.0088 (0.0162) loss_da_image: 0.6725 (0.6673) loss_da_instance: 0.6702 (0.6579) loss_da_consistency: 0.0055 (0.0071) time: 1.1185 (1.1258) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:56:10,036 maskrcnn_benchmark.trainer INFO: eta: 12:53:26 iter: 28780 loss: 1.4966 (1.5465) loss_classifier: 0.0483 (0.0821) loss_box_reg: 0.0764 (0.0914) loss_objectness: 0.0054 (0.0245) loss_rpn_box_reg: 0.0081 (0.0162) loss_da_image: 0.6768 (0.6673) loss_da_instance: 0.6588 (0.6579) loss_da_consistency: 0.0063 (0.0071) time: 1.1196 (1.1258) data: 0.0810 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:56:32,396 maskrcnn_benchmark.trainer INFO: eta: 12:53:03 iter: 28800 loss: 1.5074 (1.5464) loss_classifier: 0.0503 (0.0821) loss_box_reg: 0.0676 (0.0914) loss_objectness: 0.0072 (0.0245) loss_rpn_box_reg: 0.0088 (0.0162) loss_da_image: 0.6769 (0.6673) loss_da_instance: 0.6541 (0.6579) loss_da_consistency: 0.0056 (0.0071) time: 1.1186 (1.1258) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:56:54,820 maskrcnn_benchmark.trainer INFO: eta: 12:52:40 iter: 28820 loss: 1.5397 (1.5464) loss_classifier: 0.0678 (0.0821) loss_box_reg: 0.0913 (0.0914) loss_objectness: 0.0095 (0.0245) loss_rpn_box_reg: 0.0137 (0.0162) loss_da_image: 0.6758 (0.6673) loss_da_instance: 0.6457 (0.6579) loss_da_consistency: 0.0069 (0.0071) time: 1.1200 (1.1258) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:57:17,249 maskrcnn_benchmark.trainer INFO: eta: 12:52:18 iter: 28840 loss: 1.4876 (1.5464) loss_classifier: 0.0437 (0.0820) loss_box_reg: 0.0556 (0.0914) loss_objectness: 0.0054 (0.0245) loss_rpn_box_reg: 0.0044 (0.0162) loss_da_image: 0.6805 (0.6673) loss_da_instance: 0.6681 (0.6579) loss_da_consistency: 0.0061 (0.0071) time: 1.1221 (1.1258) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:57:39,572 maskrcnn_benchmark.trainer INFO: eta: 12:51:55 iter: 28860 loss: 1.4455 (1.5463) loss_classifier: 0.0421 (0.0820) loss_box_reg: 0.0451 (0.0913) loss_objectness: 0.0091 (0.0245) loss_rpn_box_reg: 0.0077 (0.0162) loss_da_image: 0.6753 (0.6673) loss_da_instance: 0.6487 (0.6579) loss_da_consistency: 0.0059 (0.0071) time: 1.1158 (1.1258) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:58:01,964 maskrcnn_benchmark.trainer INFO: eta: 12:51:32 iter: 28880 loss: 1.4608 (1.5463) loss_classifier: 0.0528 (0.0820) loss_box_reg: 0.0627 (0.0913) loss_objectness: 0.0113 (0.0245) loss_rpn_box_reg: 0.0048 (0.0162) loss_da_image: 0.6721 (0.6673) loss_da_instance: 0.6606 (0.6579) loss_da_consistency: 0.0056 (0.0071) time: 1.1168 (1.1258) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:58:24,431 maskrcnn_benchmark.trainer INFO: eta: 12:51:10 iter: 28900 loss: 1.4728 (1.5463) loss_classifier: 0.0516 (0.0820) loss_box_reg: 0.0470 (0.0913) loss_objectness: 0.0063 (0.0245) loss_rpn_box_reg: 0.0085 (0.0161) loss_da_image: 0.6796 (0.6673) loss_da_instance: 0.6689 (0.6579) loss_da_consistency: 0.0063 (0.0071) time: 1.1201 (1.1258) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:58:46,791 maskrcnn_benchmark.trainer INFO: eta: 12:50:47 iter: 28920 loss: 1.4767 (1.5463) loss_classifier: 0.0545 (0.0820) loss_box_reg: 0.0563 (0.0913) loss_objectness: 0.0062 (0.0245) loss_rpn_box_reg: 0.0075 (0.0161) loss_da_image: 0.6762 (0.6673) loss_da_instance: 0.6663 (0.6579) loss_da_consistency: 0.0052 (0.0071) time: 1.1157 (1.1258) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:59:09,142 maskrcnn_benchmark.trainer INFO: eta: 12:50:24 iter: 28940 loss: 1.5258 (1.5463) loss_classifier: 0.0719 (0.0820) loss_box_reg: 0.0762 (0.0913) loss_objectness: 0.0172 (0.0245) loss_rpn_box_reg: 0.0142 (0.0161) loss_da_image: 0.6767 (0.6673) loss_da_instance: 0.6501 (0.6579) loss_da_consistency: 0.0068 (0.0071) time: 1.1193 (1.1258) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:59:31,560 maskrcnn_benchmark.trainer INFO: eta: 12:50:02 iter: 28960 loss: 1.5167 (1.5463) loss_classifier: 0.0701 (0.0820) loss_box_reg: 0.0682 (0.0913) loss_objectness: 0.0140 (0.0245) loss_rpn_box_reg: 0.0112 (0.0161) loss_da_image: 0.6810 (0.6673) loss_da_instance: 0.6569 (0.6579) loss_da_consistency: 0.0071 (0.0071) time: 1.1188 (1.1258) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 18:59:53,892 maskrcnn_benchmark.trainer INFO: eta: 12:49:39 iter: 28980 loss: 1.4971 (1.5462) loss_classifier: 0.0655 (0.0820) loss_box_reg: 0.0731 (0.0913) loss_objectness: 0.0097 (0.0245) loss_rpn_box_reg: 0.0074 (0.0161) loss_da_image: 0.6784 (0.6674) loss_da_instance: 0.6565 (0.6579) loss_da_consistency: 0.0060 (0.0071) time: 1.1148 (1.1258) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:00:16,204 maskrcnn_benchmark.trainer INFO: eta: 12:49:16 iter: 29000 loss: 1.5447 (1.5463) loss_classifier: 0.0731 (0.0820) loss_box_reg: 0.0819 (0.0913) loss_objectness: 0.0185 (0.0245) loss_rpn_box_reg: 0.0140 (0.0161) loss_da_image: 0.6774 (0.6674) loss_da_instance: 0.6649 (0.6579) loss_da_consistency: 0.0059 (0.0071) time: 1.1130 (1.1258) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:00:38,584 maskrcnn_benchmark.trainer INFO: eta: 12:48:53 iter: 29020 loss: 1.4891 (1.5463) loss_classifier: 0.0603 (0.0820) loss_box_reg: 0.0580 (0.0913) loss_objectness: 0.0090 (0.0245) loss_rpn_box_reg: 0.0075 (0.0161) loss_da_image: 0.6730 (0.6674) loss_da_instance: 0.6575 (0.6579) loss_da_consistency: 0.0060 (0.0071) time: 1.1187 (1.1258) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:01:00,937 maskrcnn_benchmark.trainer INFO: eta: 12:48:31 iter: 29040 loss: 1.5605 (1.5463) loss_classifier: 0.0658 (0.0820) loss_box_reg: 0.0883 (0.0913) loss_objectness: 0.0161 (0.0245) loss_rpn_box_reg: 0.0081 (0.0161) loss_da_image: 0.6763 (0.6674) loss_da_instance: 0.6696 (0.6579) loss_da_consistency: 0.0056 (0.0071) time: 1.1164 (1.1258) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:01:23,332 maskrcnn_benchmark.trainer INFO: eta: 12:48:08 iter: 29060 loss: 1.4980 (1.5462) loss_classifier: 0.0624 (0.0820) loss_box_reg: 0.0487 (0.0913) loss_objectness: 0.0098 (0.0245) loss_rpn_box_reg: 0.0070 (0.0161) loss_da_image: 0.6706 (0.6674) loss_da_instance: 0.6709 (0.6580) loss_da_consistency: 0.0050 (0.0071) time: 1.1186 (1.1258) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:01:45,720 maskrcnn_benchmark.trainer INFO: eta: 12:47:45 iter: 29080 loss: 1.4286 (1.5462) loss_classifier: 0.0411 (0.0820) loss_box_reg: 0.0248 (0.0912) loss_objectness: 0.0055 (0.0245) loss_rpn_box_reg: 0.0025 (0.0161) loss_da_image: 0.6714 (0.6674) loss_da_instance: 0.6731 (0.6580) loss_da_consistency: 0.0044 (0.0071) time: 1.1161 (1.1258) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:02:08,028 maskrcnn_benchmark.trainer INFO: eta: 12:47:22 iter: 29100 loss: 1.4501 (1.5461) loss_classifier: 0.0477 (0.0819) loss_box_reg: 0.0481 (0.0912) loss_objectness: 0.0080 (0.0244) loss_rpn_box_reg: 0.0046 (0.0161) loss_da_image: 0.6739 (0.6674) loss_da_instance: 0.6624 (0.6580) loss_da_consistency: 0.0048 (0.0071) time: 1.1140 (1.1257) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:02:30,439 maskrcnn_benchmark.trainer INFO: eta: 12:47:00 iter: 29120 loss: 1.4866 (1.5461) loss_classifier: 0.0638 (0.0819) loss_box_reg: 0.0633 (0.0912) loss_objectness: 0.0088 (0.0244) loss_rpn_box_reg: 0.0067 (0.0161) loss_da_image: 0.6732 (0.6674) loss_da_instance: 0.6483 (0.6580) loss_da_consistency: 0.0068 (0.0071) time: 1.1183 (1.1257) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:02:53,739 maskrcnn_benchmark.trainer INFO: eta: 12:46:38 iter: 29140 loss: 1.4679 (1.5461) loss_classifier: 0.0384 (0.0819) loss_box_reg: 0.0593 (0.0912) loss_objectness: 0.0071 (0.0244) loss_rpn_box_reg: 0.0040 (0.0161) loss_da_image: 0.6767 (0.6674) loss_da_instance: 0.6611 (0.6580) loss_da_consistency: 0.0065 (0.0071) time: 1.1228 (1.1258) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:03:16,256 maskrcnn_benchmark.trainer INFO: eta: 12:46:16 iter: 29160 loss: 1.4931 (1.5461) loss_classifier: 0.0622 (0.0819) loss_box_reg: 0.0577 (0.0912) loss_objectness: 0.0143 (0.0244) loss_rpn_box_reg: 0.0087 (0.0161) loss_da_image: 0.6672 (0.6674) loss_da_instance: 0.6672 (0.6580) loss_da_consistency: 0.0050 (0.0071) time: 1.1239 (1.1258) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:03:38,631 maskrcnn_benchmark.trainer INFO: eta: 12:45:53 iter: 29180 loss: 1.4750 (1.5460) loss_classifier: 0.0599 (0.0819) loss_box_reg: 0.0570 (0.0911) loss_objectness: 0.0082 (0.0244) loss_rpn_box_reg: 0.0060 (0.0161) loss_da_image: 0.6722 (0.6674) loss_da_instance: 0.6528 (0.6580) loss_da_consistency: 0.0059 (0.0071) time: 1.1181 (1.1258) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:04:00,981 maskrcnn_benchmark.trainer INFO: eta: 12:45:30 iter: 29200 loss: 1.4452 (1.5460) loss_classifier: 0.0447 (0.0819) loss_box_reg: 0.0456 (0.0911) loss_objectness: 0.0060 (0.0244) loss_rpn_box_reg: 0.0072 (0.0161) loss_da_image: 0.6783 (0.6674) loss_da_instance: 0.6678 (0.6580) loss_da_consistency: 0.0051 (0.0071) time: 1.1155 (1.1258) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:04:23,415 maskrcnn_benchmark.trainer INFO: eta: 12:45:08 iter: 29220 loss: 1.5158 (1.5460) loss_classifier: 0.0623 (0.0819) loss_box_reg: 0.0737 (0.0911) loss_objectness: 0.0095 (0.0244) loss_rpn_box_reg: 0.0138 (0.0161) loss_da_image: 0.6743 (0.6674) loss_da_instance: 0.6583 (0.6580) loss_da_consistency: 0.0061 (0.0071) time: 1.1214 (1.1258) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:04:46,258 maskrcnn_benchmark.trainer INFO: eta: 12:44:46 iter: 29240 loss: 1.4628 (1.5459) loss_classifier: 0.0481 (0.0818) loss_box_reg: 0.0556 (0.0911) loss_objectness: 0.0122 (0.0244) loss_rpn_box_reg: 0.0076 (0.0161) loss_da_image: 0.6645 (0.6674) loss_da_instance: 0.6605 (0.6580) loss_da_consistency: 0.0062 (0.0071) time: 1.1230 (1.1258) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:05:08,654 maskrcnn_benchmark.trainer INFO: eta: 12:44:23 iter: 29260 loss: 1.4957 (1.5459) loss_classifier: 0.0565 (0.0818) loss_box_reg: 0.0585 (0.0911) loss_objectness: 0.0130 (0.0244) loss_rpn_box_reg: 0.0074 (0.0161) loss_da_image: 0.6678 (0.6674) loss_da_instance: 0.6631 (0.6580) loss_da_consistency: 0.0048 (0.0071) time: 1.1182 (1.1258) data: 0.0809 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:05:31,054 maskrcnn_benchmark.trainer INFO: eta: 12:44:00 iter: 29280 loss: 1.4492 (1.5459) loss_classifier: 0.0439 (0.0818) loss_box_reg: 0.0489 (0.0911) loss_objectness: 0.0072 (0.0244) loss_rpn_box_reg: 0.0050 (0.0161) loss_da_image: 0.6699 (0.6674) loss_da_instance: 0.6646 (0.6580) loss_da_consistency: 0.0053 (0.0071) time: 1.1196 (1.1258) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:05:53,457 maskrcnn_benchmark.trainer INFO: eta: 12:43:38 iter: 29300 loss: 1.4527 (1.5458) loss_classifier: 0.0493 (0.0818) loss_box_reg: 0.0623 (0.0911) loss_objectness: 0.0107 (0.0244) loss_rpn_box_reg: 0.0110 (0.0161) loss_da_image: 0.6692 (0.6674) loss_da_instance: 0.6579 (0.6580) loss_da_consistency: 0.0051 (0.0071) time: 1.1195 (1.1258) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:06:15,887 maskrcnn_benchmark.trainer INFO: eta: 12:43:15 iter: 29320 loss: 1.4563 (1.5458) loss_classifier: 0.0494 (0.0818) loss_box_reg: 0.0514 (0.0911) loss_objectness: 0.0061 (0.0244) loss_rpn_box_reg: 0.0068 (0.0161) loss_da_image: 0.6769 (0.6674) loss_da_instance: 0.6653 (0.6580) loss_da_consistency: 0.0056 (0.0071) time: 1.1213 (1.1258) data: 0.0758 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:06:38,382 maskrcnn_benchmark.trainer INFO: eta: 12:42:52 iter: 29340 loss: 1.5111 (1.5458) loss_classifier: 0.0609 (0.0818) loss_box_reg: 0.0643 (0.0910) loss_objectness: 0.0103 (0.0244) loss_rpn_box_reg: 0.0086 (0.0161) loss_da_image: 0.6746 (0.6674) loss_da_instance: 0.6570 (0.6580) loss_da_consistency: 0.0063 (0.0071) time: 1.1237 (1.1257) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:07:00,813 maskrcnn_benchmark.trainer INFO: eta: 12:42:30 iter: 29360 loss: 1.5226 (1.5458) loss_classifier: 0.0716 (0.0818) loss_box_reg: 0.0688 (0.0910) loss_objectness: 0.0140 (0.0244) loss_rpn_box_reg: 0.0103 (0.0161) loss_da_image: 0.6837 (0.6674) loss_da_instance: 0.6601 (0.6580) loss_da_consistency: 0.0071 (0.0071) time: 1.1214 (1.1257) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:07:23,212 maskrcnn_benchmark.trainer INFO: eta: 12:42:07 iter: 29380 loss: 1.5488 (1.5458) loss_classifier: 0.0679 (0.0818) loss_box_reg: 0.0425 (0.0910) loss_objectness: 0.0163 (0.0244) loss_rpn_box_reg: 0.0054 (0.0161) loss_da_image: 0.6774 (0.6674) loss_da_instance: 0.6764 (0.6580) loss_da_consistency: 0.0052 (0.0071) time: 1.1175 (1.1257) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:07:45,594 maskrcnn_benchmark.trainer INFO: eta: 12:41:44 iter: 29400 loss: 1.4844 (1.5457) loss_classifier: 0.0485 (0.0818) loss_box_reg: 0.0634 (0.0910) loss_objectness: 0.0097 (0.0243) loss_rpn_box_reg: 0.0080 (0.0161) loss_da_image: 0.6729 (0.6674) loss_da_instance: 0.6694 (0.6580) loss_da_consistency: 0.0052 (0.0071) time: 1.1199 (1.1257) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:08:08,062 maskrcnn_benchmark.trainer INFO: eta: 12:41:22 iter: 29420 loss: 1.5223 (1.5457) loss_classifier: 0.0627 (0.0818) loss_box_reg: 0.0800 (0.0910) loss_objectness: 0.0160 (0.0243) loss_rpn_box_reg: 0.0089 (0.0161) loss_da_image: 0.6810 (0.6675) loss_da_instance: 0.6611 (0.6580) loss_da_consistency: 0.0076 (0.0071) time: 1.1240 (1.1257) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:08:30,471 maskrcnn_benchmark.trainer INFO: eta: 12:40:59 iter: 29440 loss: 1.4910 (1.5457) loss_classifier: 0.0516 (0.0817) loss_box_reg: 0.0658 (0.0910) loss_objectness: 0.0113 (0.0243) loss_rpn_box_reg: 0.0080 (0.0161) loss_da_image: 0.6717 (0.6675) loss_da_instance: 0.6617 (0.6580) loss_da_consistency: 0.0056 (0.0071) time: 1.1226 (1.1257) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:08:52,866 maskrcnn_benchmark.trainer INFO: eta: 12:40:37 iter: 29460 loss: 1.4926 (1.5457) loss_classifier: 0.0461 (0.0817) loss_box_reg: 0.0575 (0.0910) loss_objectness: 0.0089 (0.0243) loss_rpn_box_reg: 0.0098 (0.0161) loss_da_image: 0.6766 (0.6675) loss_da_instance: 0.6627 (0.6580) loss_da_consistency: 0.0053 (0.0071) time: 1.1195 (1.1257) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:09:15,285 maskrcnn_benchmark.trainer INFO: eta: 12:40:14 iter: 29480 loss: 1.5093 (1.5457) loss_classifier: 0.0745 (0.0817) loss_box_reg: 0.0736 (0.0910) loss_objectness: 0.0089 (0.0243) loss_rpn_box_reg: 0.0092 (0.0161) loss_da_image: 0.6689 (0.6675) loss_da_instance: 0.6581 (0.6580) loss_da_consistency: 0.0061 (0.0071) time: 1.1216 (1.1257) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:09:37,764 maskrcnn_benchmark.trainer INFO: eta: 12:39:51 iter: 29500 loss: 1.5067 (1.5457) loss_classifier: 0.0716 (0.0817) loss_box_reg: 0.1013 (0.0910) loss_objectness: 0.0120 (0.0243) loss_rpn_box_reg: 0.0087 (0.0161) loss_da_image: 0.6720 (0.6675) loss_da_instance: 0.6568 (0.6580) loss_da_consistency: 0.0065 (0.0071) time: 1.1221 (1.1257) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:10:00,310 maskrcnn_benchmark.trainer INFO: eta: 12:39:29 iter: 29520 loss: 1.5307 (1.5457) loss_classifier: 0.0718 (0.0817) loss_box_reg: 0.0924 (0.0910) loss_objectness: 0.0101 (0.0243) loss_rpn_box_reg: 0.0126 (0.0161) loss_da_image: 0.6730 (0.6675) loss_da_instance: 0.6588 (0.6580) loss_da_consistency: 0.0065 (0.0071) time: 1.1245 (1.1257) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:10:22,833 maskrcnn_benchmark.trainer INFO: eta: 12:39:06 iter: 29540 loss: 1.4864 (1.5457) loss_classifier: 0.0466 (0.0817) loss_box_reg: 0.0469 (0.0910) loss_objectness: 0.0055 (0.0243) loss_rpn_box_reg: 0.0070 (0.0161) loss_da_image: 0.6736 (0.6675) loss_da_instance: 0.6753 (0.6581) loss_da_consistency: 0.0053 (0.0071) time: 1.1199 (1.1257) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:10:45,297 maskrcnn_benchmark.trainer INFO: eta: 12:38:44 iter: 29560 loss: 1.5154 (1.5457) loss_classifier: 0.0666 (0.0817) loss_box_reg: 0.0776 (0.0910) loss_objectness: 0.0136 (0.0243) loss_rpn_box_reg: 0.0099 (0.0161) loss_da_image: 0.6792 (0.6675) loss_da_instance: 0.6575 (0.6581) loss_da_consistency: 0.0062 (0.0071) time: 1.1217 (1.1257) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:11:07,815 maskrcnn_benchmark.trainer INFO: eta: 12:38:21 iter: 29580 loss: 1.5039 (1.5457) loss_classifier: 0.0391 (0.0817) loss_box_reg: 0.0901 (0.0910) loss_objectness: 0.0135 (0.0243) loss_rpn_box_reg: 0.0105 (0.0161) loss_da_image: 0.6710 (0.6675) loss_da_instance: 0.6618 (0.6581) loss_da_consistency: 0.0060 (0.0071) time: 1.1250 (1.1257) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:11:30,138 maskrcnn_benchmark.trainer INFO: eta: 12:37:59 iter: 29600 loss: 1.4547 (1.5456) loss_classifier: 0.0438 (0.0817) loss_box_reg: 0.0337 (0.0910) loss_objectness: 0.0056 (0.0243) loss_rpn_box_reg: 0.0024 (0.0160) loss_da_image: 0.6761 (0.6675) loss_da_instance: 0.6706 (0.6581) loss_da_consistency: 0.0055 (0.0071) time: 1.1120 (1.1257) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:11:52,432 maskrcnn_benchmark.trainer INFO: eta: 12:37:36 iter: 29620 loss: 1.4595 (1.5456) loss_classifier: 0.0456 (0.0817) loss_box_reg: 0.0404 (0.0909) loss_objectness: 0.0104 (0.0243) loss_rpn_box_reg: 0.0050 (0.0160) loss_da_image: 0.6687 (0.6675) loss_da_instance: 0.6687 (0.6581) loss_da_consistency: 0.0057 (0.0071) time: 1.1143 (1.1257) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:12:14,936 maskrcnn_benchmark.trainer INFO: eta: 12:37:13 iter: 29640 loss: 1.5274 (1.5456) loss_classifier: 0.0738 (0.0817) loss_box_reg: 0.0793 (0.0909) loss_objectness: 0.0130 (0.0243) loss_rpn_box_reg: 0.0126 (0.0160) loss_da_image: 0.6801 (0.6675) loss_da_instance: 0.6558 (0.6581) loss_da_consistency: 0.0053 (0.0071) time: 1.1239 (1.1257) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:12:37,339 maskrcnn_benchmark.trainer INFO: eta: 12:36:50 iter: 29660 loss: 1.4638 (1.5455) loss_classifier: 0.0393 (0.0816) loss_box_reg: 0.0678 (0.0909) loss_objectness: 0.0090 (0.0243) loss_rpn_box_reg: 0.0092 (0.0160) loss_da_image: 0.6760 (0.6675) loss_da_instance: 0.6647 (0.6581) loss_da_consistency: 0.0057 (0.0071) time: 1.1180 (1.1257) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:12:59,807 maskrcnn_benchmark.trainer INFO: eta: 12:36:28 iter: 29680 loss: 1.4870 (1.5455) loss_classifier: 0.0385 (0.0816) loss_box_reg: 0.0502 (0.0909) loss_objectness: 0.0152 (0.0243) loss_rpn_box_reg: 0.0107 (0.0160) loss_da_image: 0.6727 (0.6675) loss_da_instance: 0.6752 (0.6581) loss_da_consistency: 0.0053 (0.0071) time: 1.1211 (1.1257) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:13:22,171 maskrcnn_benchmark.trainer INFO: eta: 12:36:05 iter: 29700 loss: 1.5210 (1.5455) loss_classifier: 0.0437 (0.0816) loss_box_reg: 0.0592 (0.0909) loss_objectness: 0.0115 (0.0243) loss_rpn_box_reg: 0.0058 (0.0160) loss_da_image: 0.6680 (0.6675) loss_da_instance: 0.6705 (0.6581) loss_da_consistency: 0.0060 (0.0071) time: 1.1180 (1.1257) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:13:44,655 maskrcnn_benchmark.trainer INFO: eta: 12:35:43 iter: 29720 loss: 1.4427 (1.5454) loss_classifier: 0.0328 (0.0816) loss_box_reg: 0.0509 (0.0909) loss_objectness: 0.0049 (0.0243) loss_rpn_box_reg: 0.0044 (0.0160) loss_da_image: 0.6751 (0.6675) loss_da_instance: 0.6695 (0.6581) loss_da_consistency: 0.0046 (0.0071) time: 1.1222 (1.1257) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:14:07,066 maskrcnn_benchmark.trainer INFO: eta: 12:35:20 iter: 29740 loss: 1.4700 (1.5454) loss_classifier: 0.0376 (0.0816) loss_box_reg: 0.0528 (0.0908) loss_objectness: 0.0122 (0.0243) loss_rpn_box_reg: 0.0052 (0.0160) loss_da_image: 0.6840 (0.6675) loss_da_instance: 0.6715 (0.6581) loss_da_consistency: 0.0043 (0.0071) time: 1.1185 (1.1257) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:14:29,499 maskrcnn_benchmark.trainer INFO: eta: 12:34:57 iter: 29760 loss: 1.4579 (1.5454) loss_classifier: 0.0449 (0.0816) loss_box_reg: 0.0443 (0.0908) loss_objectness: 0.0087 (0.0242) loss_rpn_box_reg: 0.0045 (0.0160) loss_da_image: 0.6723 (0.6675) loss_da_instance: 0.6656 (0.6581) loss_da_consistency: 0.0051 (0.0071) time: 1.1201 (1.1257) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:14:51,914 maskrcnn_benchmark.trainer INFO: eta: 12:34:35 iter: 29780 loss: 1.4498 (1.5453) loss_classifier: 0.0431 (0.0815) loss_box_reg: 0.0491 (0.0908) loss_objectness: 0.0081 (0.0242) loss_rpn_box_reg: 0.0053 (0.0160) loss_da_image: 0.6783 (0.6675) loss_da_instance: 0.6624 (0.6581) loss_da_consistency: 0.0044 (0.0071) time: 1.1211 (1.1257) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:15:14,335 maskrcnn_benchmark.trainer INFO: eta: 12:34:12 iter: 29800 loss: 1.4598 (1.5453) loss_classifier: 0.0473 (0.0815) loss_box_reg: 0.0433 (0.0908) loss_objectness: 0.0075 (0.0242) loss_rpn_box_reg: 0.0039 (0.0160) loss_da_image: 0.6793 (0.6675) loss_da_instance: 0.6714 (0.6581) loss_da_consistency: 0.0048 (0.0071) time: 1.1180 (1.1257) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:15:36,736 maskrcnn_benchmark.trainer INFO: eta: 12:33:49 iter: 29820 loss: 1.4939 (1.5452) loss_classifier: 0.0535 (0.0815) loss_box_reg: 0.0552 (0.0908) loss_objectness: 0.0065 (0.0242) loss_rpn_box_reg: 0.0084 (0.0160) loss_da_image: 0.6786 (0.6676) loss_da_instance: 0.6684 (0.6581) loss_da_consistency: 0.0050 (0.0071) time: 1.1179 (1.1257) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:15:59,115 maskrcnn_benchmark.trainer INFO: eta: 12:33:27 iter: 29840 loss: 1.4870 (1.5452) loss_classifier: 0.0593 (0.0815) loss_box_reg: 0.0610 (0.0908) loss_objectness: 0.0075 (0.0242) loss_rpn_box_reg: 0.0068 (0.0160) loss_da_image: 0.6663 (0.6676) loss_da_instance: 0.6691 (0.6581) loss_da_consistency: 0.0051 (0.0071) time: 1.1207 (1.1257) data: 0.0812 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:16:21,440 maskrcnn_benchmark.trainer INFO: eta: 12:33:04 iter: 29860 loss: 1.4721 (1.5452) loss_classifier: 0.0519 (0.0815) loss_box_reg: 0.0659 (0.0907) loss_objectness: 0.0075 (0.0242) loss_rpn_box_reg: 0.0081 (0.0160) loss_da_image: 0.6814 (0.6676) loss_da_instance: 0.6533 (0.6581) loss_da_consistency: 0.0051 (0.0071) time: 1.1150 (1.1257) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:16:43,869 maskrcnn_benchmark.trainer INFO: eta: 12:32:41 iter: 29880 loss: 1.5241 (1.5452) loss_classifier: 0.0674 (0.0815) loss_box_reg: 0.0626 (0.0907) loss_objectness: 0.0112 (0.0242) loss_rpn_box_reg: 0.0103 (0.0160) loss_da_image: 0.6799 (0.6676) loss_da_instance: 0.6551 (0.6581) loss_da_consistency: 0.0058 (0.0071) time: 1.1213 (1.1257) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:17:06,320 maskrcnn_benchmark.trainer INFO: eta: 12:32:19 iter: 29900 loss: 1.5195 (1.5452) loss_classifier: 0.0656 (0.0815) loss_box_reg: 0.0748 (0.0907) loss_objectness: 0.0114 (0.0242) loss_rpn_box_reg: 0.0057 (0.0160) loss_da_image: 0.6800 (0.6676) loss_da_instance: 0.6493 (0.6581) loss_da_consistency: 0.0067 (0.0070) time: 1.1242 (1.1257) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:17:28,799 maskrcnn_benchmark.trainer INFO: eta: 12:31:56 iter: 29920 loss: 1.4935 (1.5452) loss_classifier: 0.0579 (0.0814) loss_box_reg: 0.0850 (0.0907) loss_objectness: 0.0075 (0.0242) loss_rpn_box_reg: 0.0064 (0.0160) loss_da_image: 0.6772 (0.6676) loss_da_instance: 0.6569 (0.6582) loss_da_consistency: 0.0057 (0.0070) time: 1.1210 (1.1257) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:17:51,194 maskrcnn_benchmark.trainer INFO: eta: 12:31:34 iter: 29940 loss: 1.4748 (1.5451) loss_classifier: 0.0555 (0.0814) loss_box_reg: 0.0481 (0.0907) loss_objectness: 0.0068 (0.0242) loss_rpn_box_reg: 0.0046 (0.0160) loss_da_image: 0.6772 (0.6676) loss_da_instance: 0.6716 (0.6582) loss_da_consistency: 0.0043 (0.0070) time: 1.1195 (1.1257) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:18:13,660 maskrcnn_benchmark.trainer INFO: eta: 12:31:11 iter: 29960 loss: 1.4990 (1.5451) loss_classifier: 0.0509 (0.0814) loss_box_reg: 0.0633 (0.0907) loss_objectness: 0.0097 (0.0242) loss_rpn_box_reg: 0.0077 (0.0160) loss_da_image: 0.6772 (0.6676) loss_da_instance: 0.6590 (0.6582) loss_da_consistency: 0.0051 (0.0070) time: 1.1220 (1.1257) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:18:36,108 maskrcnn_benchmark.trainer INFO: eta: 12:30:48 iter: 29980 loss: 1.4534 (1.5450) loss_classifier: 0.0498 (0.0814) loss_box_reg: 0.0590 (0.0907) loss_objectness: 0.0093 (0.0242) loss_rpn_box_reg: 0.0099 (0.0160) loss_da_image: 0.6756 (0.6676) loss_da_instance: 0.6699 (0.6582) loss_da_consistency: 0.0046 (0.0070) time: 1.1220 (1.1257) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:18:58,505 maskrcnn_benchmark.trainer INFO: eta: 12:30:26 iter: 30000 loss: 1.4597 (1.5450) loss_classifier: 0.0324 (0.0814) loss_box_reg: 0.0544 (0.0907) loss_objectness: 0.0045 (0.0242) loss_rpn_box_reg: 0.0095 (0.0160) loss_da_image: 0.6768 (0.6676) loss_da_instance: 0.6660 (0.6582) loss_da_consistency: 0.0045 (0.0070) time: 1.1180 (1.1257) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:18:58,507 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0030000.pth
2019-10-03 19:19:21,332 maskrcnn_benchmark.trainer INFO: eta: 12:30:04 iter: 30020 loss: 1.4953 (1.5450) loss_classifier: 0.0505 (0.0814) loss_box_reg: 0.0702 (0.0907) loss_objectness: 0.0091 (0.0241) loss_rpn_box_reg: 0.0081 (0.0160) loss_da_image: 0.6784 (0.6676) loss_da_instance: 0.6771 (0.6582) loss_da_consistency: 0.0046 (0.0070) time: 1.1210 (1.1257) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:19:43,720 maskrcnn_benchmark.trainer INFO: eta: 12:29:41 iter: 30040 loss: 1.5445 (1.5450) loss_classifier: 0.0747 (0.0814) loss_box_reg: 0.0915 (0.0907) loss_objectness: 0.0106 (0.0241) loss_rpn_box_reg: 0.0105 (0.0160) loss_da_image: 0.6711 (0.6676) loss_da_instance: 0.6652 (0.6582) loss_da_consistency: 0.0051 (0.0070) time: 1.1152 (1.1257) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:20:06,097 maskrcnn_benchmark.trainer INFO: eta: 12:29:18 iter: 30060 loss: 1.4324 (1.5449) loss_classifier: 0.0457 (0.0813) loss_box_reg: 0.0223 (0.0906) loss_objectness: 0.0064 (0.0241) loss_rpn_box_reg: 0.0036 (0.0160) loss_da_image: 0.6745 (0.6676) loss_da_instance: 0.6618 (0.6582) loss_da_consistency: 0.0046 (0.0070) time: 1.1171 (1.1257) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:20:28,552 maskrcnn_benchmark.trainer INFO: eta: 12:28:56 iter: 30080 loss: 1.4914 (1.5449) loss_classifier: 0.0612 (0.0813) loss_box_reg: 0.0598 (0.0906) loss_objectness: 0.0142 (0.0241) loss_rpn_box_reg: 0.0095 (0.0160) loss_da_image: 0.6724 (0.6676) loss_da_instance: 0.6629 (0.6582) loss_da_consistency: 0.0051 (0.0070) time: 1.1226 (1.1257) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:20:50,980 maskrcnn_benchmark.trainer INFO: eta: 12:28:33 iter: 30100 loss: 1.5013 (1.5449) loss_classifier: 0.0507 (0.0813) loss_box_reg: 0.0540 (0.0906) loss_objectness: 0.0082 (0.0241) loss_rpn_box_reg: 0.0076 (0.0160) loss_da_image: 0.6819 (0.6676) loss_da_instance: 0.6720 (0.6582) loss_da_consistency: 0.0043 (0.0070) time: 1.1248 (1.1257) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:21:13,369 maskrcnn_benchmark.trainer INFO: eta: 12:28:10 iter: 30120 loss: 1.4583 (1.5448) loss_classifier: 0.0455 (0.0813) loss_box_reg: 0.0343 (0.0906) loss_objectness: 0.0089 (0.0241) loss_rpn_box_reg: 0.0099 (0.0160) loss_da_image: 0.6803 (0.6676) loss_da_instance: 0.6687 (0.6582) loss_da_consistency: 0.0056 (0.0070) time: 1.1185 (1.1256) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:21:35,816 maskrcnn_benchmark.trainer INFO: eta: 12:27:48 iter: 30140 loss: 1.4912 (1.5448) loss_classifier: 0.0460 (0.0813) loss_box_reg: 0.0453 (0.0906) loss_objectness: 0.0034 (0.0241) loss_rpn_box_reg: 0.0032 (0.0160) loss_da_image: 0.6772 (0.6677) loss_da_instance: 0.6667 (0.6582) loss_da_consistency: 0.0054 (0.0070) time: 1.1218 (1.1256) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:21:58,223 maskrcnn_benchmark.trainer INFO: eta: 12:27:25 iter: 30160 loss: 1.4557 (1.5448) loss_classifier: 0.0396 (0.0813) loss_box_reg: 0.0439 (0.0905) loss_objectness: 0.0044 (0.0241) loss_rpn_box_reg: 0.0036 (0.0160) loss_da_image: 0.6820 (0.6677) loss_da_instance: 0.6478 (0.6582) loss_da_consistency: 0.0066 (0.0070) time: 1.1194 (1.1256) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:22:20,617 maskrcnn_benchmark.trainer INFO: eta: 12:27:02 iter: 30180 loss: 1.4922 (1.5447) loss_classifier: 0.0540 (0.0813) loss_box_reg: 0.0737 (0.0905) loss_objectness: 0.0101 (0.0241) loss_rpn_box_reg: 0.0063 (0.0159) loss_da_image: 0.6816 (0.6677) loss_da_instance: 0.6466 (0.6582) loss_da_consistency: 0.0066 (0.0070) time: 1.1188 (1.1256) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:22:42,938 maskrcnn_benchmark.trainer INFO: eta: 12:26:40 iter: 30200 loss: 1.4948 (1.5447) loss_classifier: 0.0588 (0.0812) loss_box_reg: 0.0775 (0.0905) loss_objectness: 0.0106 (0.0241) loss_rpn_box_reg: 0.0079 (0.0159) loss_da_image: 0.6808 (0.6677) loss_da_instance: 0.6556 (0.6582) loss_da_consistency: 0.0067 (0.0070) time: 1.1151 (1.1256) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:23:05,348 maskrcnn_benchmark.trainer INFO: eta: 12:26:17 iter: 30220 loss: 1.4705 (1.5447) loss_classifier: 0.0517 (0.0812) loss_box_reg: 0.0685 (0.0905) loss_objectness: 0.0068 (0.0241) loss_rpn_box_reg: 0.0058 (0.0159) loss_da_image: 0.6726 (0.6677) loss_da_instance: 0.6549 (0.6582) loss_da_consistency: 0.0068 (0.0070) time: 1.1206 (1.1256) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:23:27,768 maskrcnn_benchmark.trainer INFO: eta: 12:25:54 iter: 30240 loss: 1.5112 (1.5447) loss_classifier: 0.0541 (0.0812) loss_box_reg: 0.0662 (0.0905) loss_objectness: 0.0095 (0.0241) loss_rpn_box_reg: 0.0082 (0.0159) loss_da_image: 0.6824 (0.6677) loss_da_instance: 0.6598 (0.6582) loss_da_consistency: 0.0068 (0.0070) time: 1.1202 (1.1256) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:23:50,319 maskrcnn_benchmark.trainer INFO: eta: 12:25:32 iter: 30260 loss: 1.4607 (1.5446) loss_classifier: 0.0323 (0.0812) loss_box_reg: 0.0483 (0.0905) loss_objectness: 0.0068 (0.0241) loss_rpn_box_reg: 0.0051 (0.0159) loss_da_image: 0.6824 (0.6677) loss_da_instance: 0.6689 (0.6582) loss_da_consistency: 0.0053 (0.0070) time: 1.1200 (1.1256) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:24:12,998 maskrcnn_benchmark.trainer INFO: eta: 12:25:10 iter: 30280 loss: 1.4918 (1.5446) loss_classifier: 0.0561 (0.0812) loss_box_reg: 0.0727 (0.0905) loss_objectness: 0.0052 (0.0240) loss_rpn_box_reg: 0.0063 (0.0159) loss_da_image: 0.6808 (0.6677) loss_da_instance: 0.6616 (0.6582) loss_da_consistency: 0.0065 (0.0070) time: 1.1221 (1.1256) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:24:35,424 maskrcnn_benchmark.trainer INFO: eta: 12:24:47 iter: 30300 loss: 1.4953 (1.5446) loss_classifier: 0.0616 (0.0812) loss_box_reg: 0.0438 (0.0905) loss_objectness: 0.0140 (0.0240) loss_rpn_box_reg: 0.0067 (0.0159) loss_da_image: 0.6793 (0.6677) loss_da_instance: 0.6630 (0.6582) loss_da_consistency: 0.0056 (0.0070) time: 1.1215 (1.1256) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:24:57,964 maskrcnn_benchmark.trainer INFO: eta: 12:24:24 iter: 30320 loss: 1.4825 (1.5445) loss_classifier: 0.0596 (0.0812) loss_box_reg: 0.0541 (0.0904) loss_objectness: 0.0110 (0.0240) loss_rpn_box_reg: 0.0072 (0.0159) loss_da_image: 0.6736 (0.6677) loss_da_instance: 0.6657 (0.6582) loss_da_consistency: 0.0047 (0.0070) time: 1.1273 (1.1256) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:25:20,551 maskrcnn_benchmark.trainer INFO: eta: 12:24:02 iter: 30340 loss: 1.4750 (1.5445) loss_classifier: 0.0509 (0.0811) loss_box_reg: 0.0594 (0.0904) loss_objectness: 0.0123 (0.0240) loss_rpn_box_reg: 0.0069 (0.0159) loss_da_image: 0.6776 (0.6677) loss_da_instance: 0.6626 (0.6582) loss_da_consistency: 0.0053 (0.0070) time: 1.1263 (1.1256) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:25:43,060 maskrcnn_benchmark.trainer INFO: eta: 12:23:40 iter: 30360 loss: 1.5204 (1.5445) loss_classifier: 0.0686 (0.0811) loss_box_reg: 0.0900 (0.0904) loss_objectness: 0.0115 (0.0240) loss_rpn_box_reg: 0.0102 (0.0159) loss_da_image: 0.6771 (0.6677) loss_da_instance: 0.6585 (0.6582) loss_da_consistency: 0.0052 (0.0070) time: 1.1259 (1.1256) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:26:05,549 maskrcnn_benchmark.trainer INFO: eta: 12:23:17 iter: 30380 loss: 1.5025 (1.5445) loss_classifier: 0.0563 (0.0811) loss_box_reg: 0.0589 (0.0904) loss_objectness: 0.0111 (0.0240) loss_rpn_box_reg: 0.0079 (0.0159) loss_da_image: 0.6772 (0.6677) loss_da_instance: 0.6586 (0.6582) loss_da_consistency: 0.0063 (0.0070) time: 1.1233 (1.1256) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:26:28,027 maskrcnn_benchmark.trainer INFO: eta: 12:22:54 iter: 30400 loss: 1.5360 (1.5445) loss_classifier: 0.0791 (0.0811) loss_box_reg: 0.0776 (0.0904) loss_objectness: 0.0128 (0.0240) loss_rpn_box_reg: 0.0112 (0.0159) loss_da_image: 0.6715 (0.6677) loss_da_instance: 0.6529 (0.6582) loss_da_consistency: 0.0054 (0.0070) time: 1.1236 (1.1256) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:26:50,510 maskrcnn_benchmark.trainer INFO: eta: 12:22:32 iter: 30420 loss: 1.5008 (1.5445) loss_classifier: 0.0458 (0.0811) loss_box_reg: 0.0843 (0.0904) loss_objectness: 0.0050 (0.0240) loss_rpn_box_reg: 0.0063 (0.0159) loss_da_image: 0.6776 (0.6677) loss_da_instance: 0.6545 (0.6582) loss_da_consistency: 0.0052 (0.0070) time: 1.1215 (1.1256) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:27:12,864 maskrcnn_benchmark.trainer INFO: eta: 12:22:09 iter: 30440 loss: 1.5256 (1.5445) loss_classifier: 0.0682 (0.0811) loss_box_reg: 0.0872 (0.0904) loss_objectness: 0.0090 (0.0240) loss_rpn_box_reg: 0.0088 (0.0159) loss_da_image: 0.6711 (0.6678) loss_da_instance: 0.6549 (0.6582) loss_da_consistency: 0.0060 (0.0070) time: 1.1179 (1.1256) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:27:35,458 maskrcnn_benchmark.trainer INFO: eta: 12:21:47 iter: 30460 loss: 1.4951 (1.5444) loss_classifier: 0.0538 (0.0811) loss_box_reg: 0.0795 (0.0904) loss_objectness: 0.0125 (0.0240) loss_rpn_box_reg: 0.0089 (0.0159) loss_da_image: 0.6715 (0.6678) loss_da_instance: 0.6585 (0.6582) loss_da_consistency: 0.0057 (0.0070) time: 1.1257 (1.1256) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:27:57,900 maskrcnn_benchmark.trainer INFO: eta: 12:21:24 iter: 30480 loss: 1.4331 (1.5444) loss_classifier: 0.0420 (0.0811) loss_box_reg: 0.0459 (0.0904) loss_objectness: 0.0050 (0.0240) loss_rpn_box_reg: 0.0065 (0.0159) loss_da_image: 0.6734 (0.6678) loss_da_instance: 0.6609 (0.6583) loss_da_consistency: 0.0046 (0.0070) time: 1.1216 (1.1256) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:28:20,325 maskrcnn_benchmark.trainer INFO: eta: 12:21:02 iter: 30500 loss: 1.4447 (1.5443) loss_classifier: 0.0437 (0.0811) loss_box_reg: 0.0494 (0.0904) loss_objectness: 0.0087 (0.0240) loss_rpn_box_reg: 0.0046 (0.0159) loss_da_image: 0.6755 (0.6678) loss_da_instance: 0.6596 (0.6583) loss_da_consistency: 0.0053 (0.0070) time: 1.1197 (1.1256) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:28:42,695 maskrcnn_benchmark.trainer INFO: eta: 12:20:39 iter: 30520 loss: 1.4693 (1.5443) loss_classifier: 0.0463 (0.0810) loss_box_reg: 0.0624 (0.0904) loss_objectness: 0.0071 (0.0240) loss_rpn_box_reg: 0.0051 (0.0159) loss_da_image: 0.6753 (0.6678) loss_da_instance: 0.6599 (0.6583) loss_da_consistency: 0.0044 (0.0070) time: 1.1161 (1.1256) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:29:05,073 maskrcnn_benchmark.trainer INFO: eta: 12:20:16 iter: 30540 loss: 1.4716 (1.5443) loss_classifier: 0.0576 (0.0810) loss_box_reg: 0.0452 (0.0903) loss_objectness: 0.0073 (0.0240) loss_rpn_box_reg: 0.0098 (0.0159) loss_da_image: 0.6825 (0.6678) loss_da_instance: 0.6595 (0.6583) loss_da_consistency: 0.0053 (0.0070) time: 1.1168 (1.1256) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:29:27,405 maskrcnn_benchmark.trainer INFO: eta: 12:19:53 iter: 30560 loss: 1.4817 (1.5442) loss_classifier: 0.0524 (0.0810) loss_box_reg: 0.0691 (0.0903) loss_objectness: 0.0130 (0.0240) loss_rpn_box_reg: 0.0073 (0.0159) loss_da_image: 0.6707 (0.6678) loss_da_instance: 0.6624 (0.6583) loss_da_consistency: 0.0054 (0.0070) time: 1.1163 (1.1256) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:29:49,856 maskrcnn_benchmark.trainer INFO: eta: 12:19:31 iter: 30580 loss: 1.4726 (1.5442) loss_classifier: 0.0578 (0.0810) loss_box_reg: 0.0519 (0.0903) loss_objectness: 0.0120 (0.0240) loss_rpn_box_reg: 0.0084 (0.0159) loss_da_image: 0.6766 (0.6678) loss_da_instance: 0.6664 (0.6583) loss_da_consistency: 0.0049 (0.0070) time: 1.1215 (1.1256) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:30:12,244 maskrcnn_benchmark.trainer INFO: eta: 12:19:08 iter: 30600 loss: 1.4346 (1.5442) loss_classifier: 0.0347 (0.0810) loss_box_reg: 0.0414 (0.0903) loss_objectness: 0.0076 (0.0240) loss_rpn_box_reg: 0.0036 (0.0159) loss_da_image: 0.6790 (0.6678) loss_da_instance: 0.6636 (0.6583) loss_da_consistency: 0.0054 (0.0070) time: 1.1206 (1.1256) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:30:34,628 maskrcnn_benchmark.trainer INFO: eta: 12:18:45 iter: 30620 loss: 1.4987 (1.5441) loss_classifier: 0.0478 (0.0810) loss_box_reg: 0.0739 (0.0903) loss_objectness: 0.0057 (0.0239) loss_rpn_box_reg: 0.0101 (0.0159) loss_da_image: 0.6776 (0.6678) loss_da_instance: 0.6574 (0.6583) loss_da_consistency: 0.0056 (0.0070) time: 1.1171 (1.1256) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:30:57,024 maskrcnn_benchmark.trainer INFO: eta: 12:18:23 iter: 30640 loss: 1.4955 (1.5441) loss_classifier: 0.0482 (0.0809) loss_box_reg: 0.0776 (0.0903) loss_objectness: 0.0081 (0.0239) loss_rpn_box_reg: 0.0086 (0.0159) loss_da_image: 0.6729 (0.6678) loss_da_instance: 0.6582 (0.6583) loss_da_consistency: 0.0059 (0.0070) time: 1.1164 (1.1256) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:31:19,568 maskrcnn_benchmark.trainer INFO: eta: 12:18:00 iter: 30660 loss: 1.5039 (1.5441) loss_classifier: 0.0584 (0.0809) loss_box_reg: 0.0833 (0.0903) loss_objectness: 0.0142 (0.0239) loss_rpn_box_reg: 0.0104 (0.0159) loss_da_image: 0.6771 (0.6678) loss_da_instance: 0.6567 (0.6583) loss_da_consistency: 0.0060 (0.0070) time: 1.1277 (1.1256) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:31:41,974 maskrcnn_benchmark.trainer INFO: eta: 12:17:38 iter: 30680 loss: 1.4913 (1.5441) loss_classifier: 0.0642 (0.0809) loss_box_reg: 0.0698 (0.0902) loss_objectness: 0.0086 (0.0239) loss_rpn_box_reg: 0.0103 (0.0159) loss_da_image: 0.6735 (0.6678) loss_da_instance: 0.6523 (0.6583) loss_da_consistency: 0.0058 (0.0070) time: 1.1197 (1.1256) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:32:04,428 maskrcnn_benchmark.trainer INFO: eta: 12:17:15 iter: 30700 loss: 1.5162 (1.5441) loss_classifier: 0.0567 (0.0809) loss_box_reg: 0.0728 (0.0902) loss_objectness: 0.0140 (0.0239) loss_rpn_box_reg: 0.0146 (0.0159) loss_da_image: 0.6759 (0.6678) loss_da_instance: 0.6663 (0.6583) loss_da_consistency: 0.0063 (0.0070) time: 1.1212 (1.1256) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:32:26,865 maskrcnn_benchmark.trainer INFO: eta: 12:16:52 iter: 30720 loss: 1.4752 (1.5440) loss_classifier: 0.0391 (0.0809) loss_box_reg: 0.0486 (0.0902) loss_objectness: 0.0065 (0.0239) loss_rpn_box_reg: 0.0080 (0.0159) loss_da_image: 0.6696 (0.6678) loss_da_instance: 0.6647 (0.6583) loss_da_consistency: 0.0048 (0.0070) time: 1.1206 (1.1256) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:32:49,382 maskrcnn_benchmark.trainer INFO: eta: 12:16:30 iter: 30740 loss: 1.5011 (1.5440) loss_classifier: 0.0537 (0.0809) loss_box_reg: 0.0491 (0.0902) loss_objectness: 0.0092 (0.0239) loss_rpn_box_reg: 0.0095 (0.0159) loss_da_image: 0.6713 (0.6678) loss_da_instance: 0.6711 (0.6583) loss_da_consistency: 0.0044 (0.0070) time: 1.1232 (1.1256) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:33:11,793 maskrcnn_benchmark.trainer INFO: eta: 12:16:07 iter: 30760 loss: 1.4819 (1.5440) loss_classifier: 0.0532 (0.0809) loss_box_reg: 0.0566 (0.0902) loss_objectness: 0.0098 (0.0239) loss_rpn_box_reg: 0.0054 (0.0159) loss_da_image: 0.6661 (0.6678) loss_da_instance: 0.6675 (0.6583) loss_da_consistency: 0.0057 (0.0070) time: 1.1189 (1.1256) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:33:34,482 maskrcnn_benchmark.trainer INFO: eta: 12:15:45 iter: 30780 loss: 1.5445 (1.5440) loss_classifier: 0.0678 (0.0809) loss_box_reg: 0.1046 (0.0902) loss_objectness: 0.0081 (0.0239) loss_rpn_box_reg: 0.0120 (0.0159) loss_da_image: 0.6752 (0.6678) loss_da_instance: 0.6612 (0.6583) loss_da_consistency: 0.0059 (0.0070) time: 1.1232 (1.1256) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:33:56,819 maskrcnn_benchmark.trainer INFO: eta: 12:15:22 iter: 30800 loss: 1.4643 (1.5440) loss_classifier: 0.0376 (0.0808) loss_box_reg: 0.0783 (0.0902) loss_objectness: 0.0080 (0.0239) loss_rpn_box_reg: 0.0063 (0.0159) loss_da_image: 0.6776 (0.6678) loss_da_instance: 0.6477 (0.6583) loss_da_consistency: 0.0066 (0.0070) time: 1.1126 (1.1256) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:34:19,193 maskrcnn_benchmark.trainer INFO: eta: 12:15:00 iter: 30820 loss: 1.5325 (1.5440) loss_classifier: 0.0640 (0.0808) loss_box_reg: 0.0608 (0.0902) loss_objectness: 0.0120 (0.0239) loss_rpn_box_reg: 0.0061 (0.0159) loss_da_image: 0.6871 (0.6679) loss_da_instance: 0.6681 (0.6583) loss_da_consistency: 0.0074 (0.0070) time: 1.1167 (1.1256) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:34:41,704 maskrcnn_benchmark.trainer INFO: eta: 12:14:37 iter: 30840 loss: 1.5302 (1.5440) loss_classifier: 0.0601 (0.0808) loss_box_reg: 0.0863 (0.0902) loss_objectness: 0.0088 (0.0239) loss_rpn_box_reg: 0.0044 (0.0159) loss_da_image: 0.6772 (0.6679) loss_da_instance: 0.6726 (0.6583) loss_da_consistency: 0.0066 (0.0070) time: 1.1238 (1.1256) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:35:04,101 maskrcnn_benchmark.trainer INFO: eta: 12:14:14 iter: 30860 loss: 1.4531 (1.5439) loss_classifier: 0.0477 (0.0808) loss_box_reg: 0.0665 (0.0902) loss_objectness: 0.0073 (0.0239) loss_rpn_box_reg: 0.0050 (0.0159) loss_da_image: 0.6715 (0.6679) loss_da_instance: 0.6623 (0.6583) loss_da_consistency: 0.0055 (0.0070) time: 1.1202 (1.1256) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:35:26,512 maskrcnn_benchmark.trainer INFO: eta: 12:13:52 iter: 30880 loss: 1.4698 (1.5439) loss_classifier: 0.0530 (0.0808) loss_box_reg: 0.0483 (0.0902) loss_objectness: 0.0097 (0.0239) loss_rpn_box_reg: 0.0069 (0.0159) loss_da_image: 0.6689 (0.6679) loss_da_instance: 0.6669 (0.6583) loss_da_consistency: 0.0057 (0.0070) time: 1.1220 (1.1256) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:35:48,925 maskrcnn_benchmark.trainer INFO: eta: 12:13:29 iter: 30900 loss: 1.5102 (1.5439) loss_classifier: 0.0726 (0.0808) loss_box_reg: 0.0715 (0.0902) loss_objectness: 0.0087 (0.0239) loss_rpn_box_reg: 0.0082 (0.0159) loss_da_image: 0.6754 (0.6679) loss_da_instance: 0.6605 (0.6583) loss_da_consistency: 0.0061 (0.0070) time: 1.1207 (1.1256) data: 0.0760 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:36:11,318 maskrcnn_benchmark.trainer INFO: eta: 12:13:07 iter: 30920 loss: 1.4658 (1.5439) loss_classifier: 0.0506 (0.0808) loss_box_reg: 0.0646 (0.0902) loss_objectness: 0.0065 (0.0239) loss_rpn_box_reg: 0.0051 (0.0159) loss_da_image: 0.6759 (0.6679) loss_da_instance: 0.6716 (0.6583) loss_da_consistency: 0.0051 (0.0070) time: 1.1185 (1.1256) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:36:33,761 maskrcnn_benchmark.trainer INFO: eta: 12:12:44 iter: 30940 loss: 1.5019 (1.5439) loss_classifier: 0.0597 (0.0808) loss_box_reg: 0.0672 (0.0901) loss_objectness: 0.0118 (0.0239) loss_rpn_box_reg: 0.0143 (0.0159) loss_da_image: 0.6800 (0.6679) loss_da_instance: 0.6649 (0.6583) loss_da_consistency: 0.0057 (0.0070) time: 1.1241 (1.1256) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:36:56,277 maskrcnn_benchmark.trainer INFO: eta: 12:12:21 iter: 30960 loss: 1.4751 (1.5438) loss_classifier: 0.0487 (0.0808) loss_box_reg: 0.0450 (0.0901) loss_objectness: 0.0122 (0.0238) loss_rpn_box_reg: 0.0125 (0.0158) loss_da_image: 0.6747 (0.6679) loss_da_instance: 0.6549 (0.6583) loss_da_consistency: 0.0055 (0.0070) time: 1.1258 (1.1256) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:37:18,723 maskrcnn_benchmark.trainer INFO: eta: 12:11:59 iter: 30980 loss: 1.5111 (1.5438) loss_classifier: 0.0629 (0.0807) loss_box_reg: 0.0878 (0.0901) loss_objectness: 0.0112 (0.0238) loss_rpn_box_reg: 0.0073 (0.0158) loss_da_image: 0.6739 (0.6679) loss_da_instance: 0.6643 (0.6584) loss_da_consistency: 0.0055 (0.0070) time: 1.1199 (1.1256) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:37:41,199 maskrcnn_benchmark.trainer INFO: eta: 12:11:36 iter: 31000 loss: 1.4967 (1.5438) loss_classifier: 0.0593 (0.0807) loss_box_reg: 0.0706 (0.0901) loss_objectness: 0.0115 (0.0238) loss_rpn_box_reg: 0.0073 (0.0158) loss_da_image: 0.6735 (0.6679) loss_da_instance: 0.6641 (0.6584) loss_da_consistency: 0.0057 (0.0070) time: 1.1243 (1.1256) data: 0.0817 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:38:03,672 maskrcnn_benchmark.trainer INFO: eta: 12:11:14 iter: 31020 loss: 1.4754 (1.5438) loss_classifier: 0.0564 (0.0807) loss_box_reg: 0.0628 (0.0901) loss_objectness: 0.0076 (0.0238) loss_rpn_box_reg: 0.0050 (0.0158) loss_da_image: 0.6758 (0.6679) loss_da_instance: 0.6636 (0.6584) loss_da_consistency: 0.0053 (0.0070) time: 1.1238 (1.1256) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:38:26,046 maskrcnn_benchmark.trainer INFO: eta: 12:10:51 iter: 31040 loss: 1.4982 (1.5438) loss_classifier: 0.0537 (0.0807) loss_box_reg: 0.0658 (0.0901) loss_objectness: 0.0114 (0.0238) loss_rpn_box_reg: 0.0058 (0.0158) loss_da_image: 0.6808 (0.6679) loss_da_instance: 0.6560 (0.6584) loss_da_consistency: 0.0058 (0.0070) time: 1.1176 (1.1256) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:38:48,517 maskrcnn_benchmark.trainer INFO: eta: 12:10:28 iter: 31060 loss: 1.4738 (1.5437) loss_classifier: 0.0556 (0.0807) loss_box_reg: 0.0582 (0.0901) loss_objectness: 0.0072 (0.0238) loss_rpn_box_reg: 0.0109 (0.0158) loss_da_image: 0.6774 (0.6679) loss_da_instance: 0.6731 (0.6584) loss_da_consistency: 0.0052 (0.0070) time: 1.1211 (1.1256) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:39:10,937 maskrcnn_benchmark.trainer INFO: eta: 12:10:06 iter: 31080 loss: 1.4493 (1.5437) loss_classifier: 0.0481 (0.0807) loss_box_reg: 0.0389 (0.0901) loss_objectness: 0.0045 (0.0238) loss_rpn_box_reg: 0.0049 (0.0158) loss_da_image: 0.6737 (0.6679) loss_da_instance: 0.6676 (0.6584) loss_da_consistency: 0.0048 (0.0070) time: 1.1208 (1.1255) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:39:33,403 maskrcnn_benchmark.trainer INFO: eta: 12:09:43 iter: 31100 loss: 1.5064 (1.5437) loss_classifier: 0.0815 (0.0807) loss_box_reg: 0.0928 (0.0901) loss_objectness: 0.0090 (0.0238) loss_rpn_box_reg: 0.0089 (0.0158) loss_da_image: 0.6646 (0.6679) loss_da_instance: 0.6534 (0.6584) loss_da_consistency: 0.0059 (0.0070) time: 1.1221 (1.1255) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:39:55,797 maskrcnn_benchmark.trainer INFO: eta: 12:09:21 iter: 31120 loss: 1.4440 (1.5436) loss_classifier: 0.0405 (0.0807) loss_box_reg: 0.0470 (0.0900) loss_objectness: 0.0039 (0.0238) loss_rpn_box_reg: 0.0066 (0.0158) loss_da_image: 0.6660 (0.6679) loss_da_instance: 0.6586 (0.6584) loss_da_consistency: 0.0065 (0.0070) time: 1.1202 (1.1255) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:40:18,112 maskrcnn_benchmark.trainer INFO: eta: 12:08:58 iter: 31140 loss: 1.5065 (1.5436) loss_classifier: 0.0526 (0.0807) loss_box_reg: 0.0556 (0.0900) loss_objectness: 0.0086 (0.0238) loss_rpn_box_reg: 0.0076 (0.0158) loss_da_image: 0.6749 (0.6679) loss_da_instance: 0.6518 (0.6584) loss_da_consistency: 0.0061 (0.0070) time: 1.1151 (1.1255) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:40:40,533 maskrcnn_benchmark.trainer INFO: eta: 12:08:35 iter: 31160 loss: 1.4557 (1.5436) loss_classifier: 0.0515 (0.0806) loss_box_reg: 0.0685 (0.0900) loss_objectness: 0.0088 (0.0238) loss_rpn_box_reg: 0.0041 (0.0158) loss_da_image: 0.6709 (0.6679) loss_da_instance: 0.6684 (0.6584) loss_da_consistency: 0.0052 (0.0070) time: 1.1219 (1.1255) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:41:02,920 maskrcnn_benchmark.trainer INFO: eta: 12:08:13 iter: 31180 loss: 1.4749 (1.5435) loss_classifier: 0.0412 (0.0806) loss_box_reg: 0.0458 (0.0900) loss_objectness: 0.0096 (0.0238) loss_rpn_box_reg: 0.0086 (0.0158) loss_da_image: 0.6749 (0.6679) loss_da_instance: 0.6559 (0.6584) loss_da_consistency: 0.0050 (0.0070) time: 1.1180 (1.1255) data: 0.0756 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:41:25,338 maskrcnn_benchmark.trainer INFO: eta: 12:07:50 iter: 31200 loss: 1.4760 (1.5435) loss_classifier: 0.0558 (0.0806) loss_box_reg: 0.0573 (0.0900) loss_objectness: 0.0119 (0.0238) loss_rpn_box_reg: 0.0076 (0.0158) loss_da_image: 0.6787 (0.6679) loss_da_instance: 0.6787 (0.6584) loss_da_consistency: 0.0048 (0.0070) time: 1.1194 (1.1255) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:41:47,818 maskrcnn_benchmark.trainer INFO: eta: 12:07:27 iter: 31220 loss: 1.5213 (1.5435) loss_classifier: 0.0755 (0.0806) loss_box_reg: 0.0702 (0.0900) loss_objectness: 0.0121 (0.0238) loss_rpn_box_reg: 0.0116 (0.0158) loss_da_image: 0.6811 (0.6679) loss_da_instance: 0.6696 (0.6584) loss_da_consistency: 0.0047 (0.0070) time: 1.1229 (1.1255) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:42:10,251 maskrcnn_benchmark.trainer INFO: eta: 12:07:05 iter: 31240 loss: 1.4707 (1.5435) loss_classifier: 0.0503 (0.0806) loss_box_reg: 0.0499 (0.0900) loss_objectness: 0.0086 (0.0238) loss_rpn_box_reg: 0.0083 (0.0158) loss_da_image: 0.6768 (0.6680) loss_da_instance: 0.6672 (0.6584) loss_da_consistency: 0.0054 (0.0070) time: 1.1176 (1.1255) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:42:32,684 maskrcnn_benchmark.trainer INFO: eta: 12:06:42 iter: 31260 loss: 1.5291 (1.5435) loss_classifier: 0.0702 (0.0806) loss_box_reg: 0.0827 (0.0900) loss_objectness: 0.0067 (0.0237) loss_rpn_box_reg: 0.0056 (0.0158) loss_da_image: 0.6806 (0.6680) loss_da_instance: 0.6537 (0.6584) loss_da_consistency: 0.0071 (0.0070) time: 1.1221 (1.1255) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:42:55,487 maskrcnn_benchmark.trainer INFO: eta: 12:06:20 iter: 31280 loss: 1.4677 (1.5434) loss_classifier: 0.0509 (0.0806) loss_box_reg: 0.0747 (0.0899) loss_objectness: 0.0087 (0.0237) loss_rpn_box_reg: 0.0075 (0.0158) loss_da_image: 0.6751 (0.6680) loss_da_instance: 0.6564 (0.6584) loss_da_consistency: 0.0053 (0.0070) time: 1.1336 (1.1255) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:43:18,001 maskrcnn_benchmark.trainer INFO: eta: 12:05:58 iter: 31300 loss: 1.4880 (1.5434) loss_classifier: 0.0595 (0.0806) loss_box_reg: 0.0622 (0.0899) loss_objectness: 0.0099 (0.0237) loss_rpn_box_reg: 0.0128 (0.0158) loss_da_image: 0.6754 (0.6680) loss_da_instance: 0.6673 (0.6584) loss_da_consistency: 0.0067 (0.0070) time: 1.1243 (1.1255) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:43:40,398 maskrcnn_benchmark.trainer INFO: eta: 12:05:35 iter: 31320 loss: 1.4688 (1.5434) loss_classifier: 0.0468 (0.0806) loss_box_reg: 0.0656 (0.0899) loss_objectness: 0.0090 (0.0237) loss_rpn_box_reg: 0.0059 (0.0158) loss_da_image: 0.6732 (0.6680) loss_da_instance: 0.6590 (0.6584) loss_da_consistency: 0.0052 (0.0070) time: 1.1180 (1.1255) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:44:02,776 maskrcnn_benchmark.trainer INFO: eta: 12:05:12 iter: 31340 loss: 1.5043 (1.5434) loss_classifier: 0.0549 (0.0805) loss_box_reg: 0.0697 (0.0899) loss_objectness: 0.0057 (0.0237) loss_rpn_box_reg: 0.0047 (0.0158) loss_da_image: 0.6784 (0.6680) loss_da_instance: 0.6658 (0.6584) loss_da_consistency: 0.0040 (0.0070) time: 1.1184 (1.1255) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:44:25,352 maskrcnn_benchmark.trainer INFO: eta: 12:04:50 iter: 31360 loss: 1.5374 (1.5434) loss_classifier: 0.0649 (0.0805) loss_box_reg: 0.0749 (0.0899) loss_objectness: 0.0118 (0.0237) loss_rpn_box_reg: 0.0092 (0.0158) loss_da_image: 0.6668 (0.6680) loss_da_instance: 0.6487 (0.6584) loss_da_consistency: 0.0060 (0.0070) time: 1.1232 (1.1255) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:44:47,785 maskrcnn_benchmark.trainer INFO: eta: 12:04:27 iter: 31380 loss: 1.5009 (1.5433) loss_classifier: 0.0618 (0.0805) loss_box_reg: 0.0633 (0.0899) loss_objectness: 0.0087 (0.0237) loss_rpn_box_reg: 0.0079 (0.0158) loss_da_image: 0.6660 (0.6680) loss_da_instance: 0.6672 (0.6584) loss_da_consistency: 0.0065 (0.0070) time: 1.1205 (1.1255) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:45:10,277 maskrcnn_benchmark.trainer INFO: eta: 12:04:05 iter: 31400 loss: 1.4863 (1.5433) loss_classifier: 0.0517 (0.0805) loss_box_reg: 0.0627 (0.0899) loss_objectness: 0.0075 (0.0237) loss_rpn_box_reg: 0.0111 (0.0158) loss_da_image: 0.6712 (0.6680) loss_da_instance: 0.6659 (0.6584) loss_da_consistency: 0.0048 (0.0070) time: 1.1266 (1.1255) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:45:32,743 maskrcnn_benchmark.trainer INFO: eta: 12:03:42 iter: 31420 loss: 1.4776 (1.5433) loss_classifier: 0.0537 (0.0805) loss_box_reg: 0.0475 (0.0899) loss_objectness: 0.0065 (0.0237) loss_rpn_box_reg: 0.0077 (0.0158) loss_da_image: 0.6683 (0.6680) loss_da_instance: 0.6651 (0.6584) loss_da_consistency: 0.0052 (0.0070) time: 1.1226 (1.1255) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:45:55,216 maskrcnn_benchmark.trainer INFO: eta: 12:03:20 iter: 31440 loss: 1.5100 (1.5433) loss_classifier: 0.0562 (0.0805) loss_box_reg: 0.0904 (0.0899) loss_objectness: 0.0134 (0.0237) loss_rpn_box_reg: 0.0165 (0.0158) loss_da_image: 0.6691 (0.6680) loss_da_instance: 0.6488 (0.6584) loss_da_consistency: 0.0056 (0.0070) time: 1.1240 (1.1255) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:46:17,678 maskrcnn_benchmark.trainer INFO: eta: 12:02:57 iter: 31460 loss: 1.4837 (1.5432) loss_classifier: 0.0458 (0.0805) loss_box_reg: 0.0471 (0.0899) loss_objectness: 0.0061 (0.0237) loss_rpn_box_reg: 0.0071 (0.0158) loss_da_image: 0.6801 (0.6680) loss_da_instance: 0.6719 (0.6584) loss_da_consistency: 0.0055 (0.0070) time: 1.1195 (1.1255) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:46:40,074 maskrcnn_benchmark.trainer INFO: eta: 12:02:34 iter: 31480 loss: 1.4960 (1.5432) loss_classifier: 0.0479 (0.0805) loss_box_reg: 0.0509 (0.0898) loss_objectness: 0.0101 (0.0237) loss_rpn_box_reg: 0.0068 (0.0158) loss_da_image: 0.6774 (0.6680) loss_da_instance: 0.6666 (0.6585) loss_da_consistency: 0.0042 (0.0070) time: 1.1162 (1.1255) data: 0.0761 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:47:02,548 maskrcnn_benchmark.trainer INFO: eta: 12:02:12 iter: 31500 loss: 1.4841 (1.5432) loss_classifier: 0.0566 (0.0805) loss_box_reg: 0.0535 (0.0898) loss_objectness: 0.0114 (0.0237) loss_rpn_box_reg: 0.0101 (0.0158) loss_da_image: 0.6780 (0.6680) loss_da_instance: 0.6579 (0.6585) loss_da_consistency: 0.0056 (0.0070) time: 1.1248 (1.1255) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:47:24,918 maskrcnn_benchmark.trainer INFO: eta: 12:01:49 iter: 31520 loss: 1.4975 (1.5432) loss_classifier: 0.0624 (0.0805) loss_box_reg: 0.0751 (0.0898) loss_objectness: 0.0084 (0.0237) loss_rpn_box_reg: 0.0071 (0.0158) loss_da_image: 0.6739 (0.6680) loss_da_instance: 0.6657 (0.6585) loss_da_consistency: 0.0056 (0.0070) time: 1.1187 (1.1255) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:47:47,304 maskrcnn_benchmark.trainer INFO: eta: 12:01:26 iter: 31540 loss: 1.5017 (1.5432) loss_classifier: 0.0540 (0.0804) loss_box_reg: 0.0747 (0.0898) loss_objectness: 0.0066 (0.0237) loss_rpn_box_reg: 0.0051 (0.0158) loss_da_image: 0.6740 (0.6680) loss_da_instance: 0.6633 (0.6585) loss_da_consistency: 0.0045 (0.0070) time: 1.1175 (1.1255) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:48:09,892 maskrcnn_benchmark.trainer INFO: eta: 12:01:04 iter: 31560 loss: 1.4458 (1.5431) loss_classifier: 0.0358 (0.0804) loss_box_reg: 0.0213 (0.0898) loss_objectness: 0.0075 (0.0237) loss_rpn_box_reg: 0.0051 (0.0158) loss_da_image: 0.6583 (0.6680) loss_da_instance: 0.6586 (0.6585) loss_da_consistency: 0.0063 (0.0070) time: 1.1214 (1.1255) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:48:32,352 maskrcnn_benchmark.trainer INFO: eta: 12:00:41 iter: 31580 loss: 1.4787 (1.5431) loss_classifier: 0.0597 (0.0804) loss_box_reg: 0.0797 (0.0898) loss_objectness: 0.0089 (0.0237) loss_rpn_box_reg: 0.0086 (0.0158) loss_da_image: 0.6738 (0.6680) loss_da_instance: 0.6572 (0.6585) loss_da_consistency: 0.0063 (0.0070) time: 1.1218 (1.1255) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:48:54,769 maskrcnn_benchmark.trainer INFO: eta: 12:00:19 iter: 31600 loss: 1.5129 (1.5431) loss_classifier: 0.0521 (0.0804) loss_box_reg: 0.0740 (0.0898) loss_objectness: 0.0135 (0.0237) loss_rpn_box_reg: 0.0104 (0.0158) loss_da_image: 0.6756 (0.6680) loss_da_instance: 0.6745 (0.6585) loss_da_consistency: 0.0053 (0.0070) time: 1.1206 (1.1255) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:49:17,158 maskrcnn_benchmark.trainer INFO: eta: 11:59:56 iter: 31620 loss: 1.4871 (1.5431) loss_classifier: 0.0629 (0.0804) loss_box_reg: 0.0693 (0.0898) loss_objectness: 0.0084 (0.0236) loss_rpn_box_reg: 0.0078 (0.0158) loss_da_image: 0.6792 (0.6680) loss_da_instance: 0.6648 (0.6585) loss_da_consistency: 0.0044 (0.0070) time: 1.1193 (1.1255) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:49:39,577 maskrcnn_benchmark.trainer INFO: eta: 11:59:34 iter: 31640 loss: 1.5048 (1.5430) loss_classifier: 0.0547 (0.0804) loss_box_reg: 0.0677 (0.0898) loss_objectness: 0.0118 (0.0236) loss_rpn_box_reg: 0.0088 (0.0158) loss_da_image: 0.6710 (0.6680) loss_da_instance: 0.6615 (0.6585) loss_da_consistency: 0.0061 (0.0070) time: 1.1199 (1.1255) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:50:01,944 maskrcnn_benchmark.trainer INFO: eta: 11:59:11 iter: 31660 loss: 1.4910 (1.5430) loss_classifier: 0.0469 (0.0804) loss_box_reg: 0.0431 (0.0897) loss_objectness: 0.0094 (0.0236) loss_rpn_box_reg: 0.0066 (0.0158) loss_da_image: 0.6756 (0.6680) loss_da_instance: 0.6689 (0.6585) loss_da_consistency: 0.0055 (0.0070) time: 1.1167 (1.1255) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:50:24,343 maskrcnn_benchmark.trainer INFO: eta: 11:58:48 iter: 31680 loss: 1.4528 (1.5430) loss_classifier: 0.0488 (0.0804) loss_box_reg: 0.0478 (0.0897) loss_objectness: 0.0129 (0.0236) loss_rpn_box_reg: 0.0058 (0.0158) loss_da_image: 0.6793 (0.6680) loss_da_instance: 0.6638 (0.6585) loss_da_consistency: 0.0048 (0.0070) time: 1.1202 (1.1255) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:50:46,696 maskrcnn_benchmark.trainer INFO: eta: 11:58:25 iter: 31700 loss: 1.4842 (1.5430) loss_classifier: 0.0594 (0.0804) loss_box_reg: 0.0712 (0.0897) loss_objectness: 0.0080 (0.0236) loss_rpn_box_reg: 0.0061 (0.0158) loss_da_image: 0.6791 (0.6680) loss_da_instance: 0.6737 (0.6585) loss_da_consistency: 0.0050 (0.0070) time: 1.1164 (1.1255) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:51:09,171 maskrcnn_benchmark.trainer INFO: eta: 11:58:03 iter: 31720 loss: 1.4718 (1.5430) loss_classifier: 0.0549 (0.0803) loss_box_reg: 0.0561 (0.0897) loss_objectness: 0.0095 (0.0236) loss_rpn_box_reg: 0.0045 (0.0158) loss_da_image: 0.6719 (0.6681) loss_da_instance: 0.6599 (0.6585) loss_da_consistency: 0.0059 (0.0070) time: 1.1228 (1.1255) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:51:31,567 maskrcnn_benchmark.trainer INFO: eta: 11:57:40 iter: 31740 loss: 1.5177 (1.5429) loss_classifier: 0.0552 (0.0803) loss_box_reg: 0.0836 (0.0897) loss_objectness: 0.0113 (0.0236) loss_rpn_box_reg: 0.0096 (0.0158) loss_da_image: 0.6706 (0.6681) loss_da_instance: 0.6570 (0.6585) loss_da_consistency: 0.0054 (0.0070) time: 1.1197 (1.1255) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:51:54,055 maskrcnn_benchmark.trainer INFO: eta: 11:57:18 iter: 31760 loss: 1.5234 (1.5429) loss_classifier: 0.0610 (0.0803) loss_box_reg: 0.0688 (0.0897) loss_objectness: 0.0101 (0.0236) loss_rpn_box_reg: 0.0084 (0.0158) loss_da_image: 0.6728 (0.6681) loss_da_instance: 0.6636 (0.6585) loss_da_consistency: 0.0062 (0.0070) time: 1.1268 (1.1255) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:52:16,572 maskrcnn_benchmark.trainer INFO: eta: 11:56:55 iter: 31780 loss: 1.4894 (1.5429) loss_classifier: 0.0588 (0.0803) loss_box_reg: 0.0770 (0.0897) loss_objectness: 0.0094 (0.0236) loss_rpn_box_reg: 0.0046 (0.0158) loss_da_image: 0.6794 (0.6681) loss_da_instance: 0.6593 (0.6585) loss_da_consistency: 0.0055 (0.0070) time: 1.1197 (1.1255) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:52:38,986 maskrcnn_benchmark.trainer INFO: eta: 11:56:33 iter: 31800 loss: 1.5169 (1.5429) loss_classifier: 0.0631 (0.0803) loss_box_reg: 0.0720 (0.0897) loss_objectness: 0.0132 (0.0236) loss_rpn_box_reg: 0.0104 (0.0158) loss_da_image: 0.6804 (0.6681) loss_da_instance: 0.6562 (0.6585) loss_da_consistency: 0.0061 (0.0070) time: 1.1187 (1.1255) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:53:01,398 maskrcnn_benchmark.trainer INFO: eta: 11:56:10 iter: 31820 loss: 1.5200 (1.5429) loss_classifier: 0.0482 (0.0803) loss_box_reg: 0.0759 (0.0897) loss_objectness: 0.0107 (0.0236) loss_rpn_box_reg: 0.0104 (0.0158) loss_da_image: 0.6742 (0.6681) loss_da_instance: 0.6613 (0.6585) loss_da_consistency: 0.0053 (0.0070) time: 1.1217 (1.1255) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:53:23,776 maskrcnn_benchmark.trainer INFO: eta: 11:55:47 iter: 31840 loss: 1.4550 (1.5429) loss_classifier: 0.0430 (0.0803) loss_box_reg: 0.0473 (0.0897) loss_objectness: 0.0083 (0.0236) loss_rpn_box_reg: 0.0058 (0.0158) loss_da_image: 0.6789 (0.6681) loss_da_instance: 0.6638 (0.6585) loss_da_consistency: 0.0055 (0.0070) time: 1.1182 (1.1255) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:53:46,148 maskrcnn_benchmark.trainer INFO: eta: 11:55:25 iter: 31860 loss: 1.4757 (1.5428) loss_classifier: 0.0645 (0.0803) loss_box_reg: 0.0613 (0.0896) loss_objectness: 0.0095 (0.0236) loss_rpn_box_reg: 0.0059 (0.0158) loss_da_image: 0.6776 (0.6681) loss_da_instance: 0.6553 (0.6585) loss_da_consistency: 0.0056 (0.0070) time: 1.1170 (1.1255) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:54:08,536 maskrcnn_benchmark.trainer INFO: eta: 11:55:02 iter: 31880 loss: 1.4501 (1.5428) loss_classifier: 0.0505 (0.0803) loss_box_reg: 0.0491 (0.0896) loss_objectness: 0.0077 (0.0236) loss_rpn_box_reg: 0.0047 (0.0157) loss_da_image: 0.6776 (0.6681) loss_da_instance: 0.6581 (0.6585) loss_da_consistency: 0.0067 (0.0070) time: 1.1172 (1.1255) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:54:30,806 maskrcnn_benchmark.trainer INFO: eta: 11:54:39 iter: 31900 loss: 1.4780 (1.5428) loss_classifier: 0.0503 (0.0802) loss_box_reg: 0.0647 (0.0896) loss_objectness: 0.0056 (0.0236) loss_rpn_box_reg: 0.0060 (0.0157) loss_da_image: 0.6740 (0.6681) loss_da_instance: 0.6678 (0.6585) loss_da_consistency: 0.0060 (0.0070) time: 1.1130 (1.1255) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:54:53,233 maskrcnn_benchmark.trainer INFO: eta: 11:54:17 iter: 31920 loss: 1.4969 (1.5427) loss_classifier: 0.0636 (0.0802) loss_box_reg: 0.0527 (0.0896) loss_objectness: 0.0146 (0.0236) loss_rpn_box_reg: 0.0099 (0.0157) loss_da_image: 0.6753 (0.6681) loss_da_instance: 0.6688 (0.6585) loss_da_consistency: 0.0063 (0.0070) time: 1.1206 (1.1254) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:55:15,633 maskrcnn_benchmark.trainer INFO: eta: 11:53:54 iter: 31940 loss: 1.4371 (1.5427) loss_classifier: 0.0424 (0.0802) loss_box_reg: 0.0383 (0.0896) loss_objectness: 0.0058 (0.0236) loss_rpn_box_reg: 0.0064 (0.0157) loss_da_image: 0.6775 (0.6681) loss_da_instance: 0.6706 (0.6585) loss_da_consistency: 0.0063 (0.0070) time: 1.1193 (1.1254) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:55:38,041 maskrcnn_benchmark.trainer INFO: eta: 11:53:31 iter: 31960 loss: 1.4906 (1.5427) loss_classifier: 0.0509 (0.0802) loss_box_reg: 0.0389 (0.0896) loss_objectness: 0.0114 (0.0236) loss_rpn_box_reg: 0.0145 (0.0157) loss_da_image: 0.6753 (0.6681) loss_da_instance: 0.6731 (0.6585) loss_da_consistency: 0.0058 (0.0070) time: 1.1206 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:56:00,497 maskrcnn_benchmark.trainer INFO: eta: 11:53:09 iter: 31980 loss: 1.4883 (1.5427) loss_classifier: 0.0510 (0.0802) loss_box_reg: 0.0713 (0.0896) loss_objectness: 0.0101 (0.0236) loss_rpn_box_reg: 0.0090 (0.0157) loss_da_image: 0.6626 (0.6681) loss_da_instance: 0.6601 (0.6585) loss_da_consistency: 0.0048 (0.0070) time: 1.1220 (1.1254) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:56:22,932 maskrcnn_benchmark.trainer INFO: eta: 11:52:46 iter: 32000 loss: 1.4816 (1.5426) loss_classifier: 0.0553 (0.0802) loss_box_reg: 0.0736 (0.0896) loss_objectness: 0.0065 (0.0235) loss_rpn_box_reg: 0.0055 (0.0157) loss_da_image: 0.6790 (0.6681) loss_da_instance: 0.6662 (0.6585) loss_da_consistency: 0.0051 (0.0070) time: 1.1226 (1.1254) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:56:45,490 maskrcnn_benchmark.trainer INFO: eta: 11:52:24 iter: 32020 loss: 1.4442 (1.5426) loss_classifier: 0.0326 (0.0802) loss_box_reg: 0.0432 (0.0895) loss_objectness: 0.0082 (0.0235) loss_rpn_box_reg: 0.0038 (0.0157) loss_da_image: 0.6751 (0.6681) loss_da_instance: 0.6680 (0.6586) loss_da_consistency: 0.0050 (0.0070) time: 1.1272 (1.1254) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:57:08,024 maskrcnn_benchmark.trainer INFO: eta: 11:52:01 iter: 32040 loss: 1.4946 (1.5426) loss_classifier: 0.0509 (0.0802) loss_box_reg: 0.0498 (0.0895) loss_objectness: 0.0086 (0.0235) loss_rpn_box_reg: 0.0058 (0.0157) loss_da_image: 0.6795 (0.6681) loss_da_instance: 0.6664 (0.6586) loss_da_consistency: 0.0044 (0.0070) time: 1.1264 (1.1254) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:57:30,684 maskrcnn_benchmark.trainer INFO: eta: 11:51:39 iter: 32060 loss: 1.4771 (1.5425) loss_classifier: 0.0375 (0.0801) loss_box_reg: 0.0531 (0.0895) loss_objectness: 0.0092 (0.0235) loss_rpn_box_reg: 0.0098 (0.0157) loss_da_image: 0.6735 (0.6681) loss_da_instance: 0.6658 (0.6586) loss_da_consistency: 0.0047 (0.0070) time: 1.1223 (1.1254) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:57:53,153 maskrcnn_benchmark.trainer INFO: eta: 11:51:16 iter: 32080 loss: 1.4955 (1.5425) loss_classifier: 0.0524 (0.0801) loss_box_reg: 0.0800 (0.0895) loss_objectness: 0.0088 (0.0235) loss_rpn_box_reg: 0.0063 (0.0157) loss_da_image: 0.6674 (0.6681) loss_da_instance: 0.6609 (0.6586) loss_da_consistency: 0.0066 (0.0070) time: 1.1235 (1.1254) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:58:15,591 maskrcnn_benchmark.trainer INFO: eta: 11:50:54 iter: 32100 loss: 1.4903 (1.5425) loss_classifier: 0.0720 (0.0801) loss_box_reg: 0.0589 (0.0895) loss_objectness: 0.0109 (0.0235) loss_rpn_box_reg: 0.0128 (0.0157) loss_da_image: 0.6742 (0.6681) loss_da_instance: 0.6592 (0.6586) loss_da_consistency: 0.0064 (0.0070) time: 1.1235 (1.1254) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:58:37,975 maskrcnn_benchmark.trainer INFO: eta: 11:50:31 iter: 32120 loss: 1.4897 (1.5425) loss_classifier: 0.0546 (0.0801) loss_box_reg: 0.0818 (0.0895) loss_objectness: 0.0096 (0.0235) loss_rpn_box_reg: 0.0073 (0.0157) loss_da_image: 0.6755 (0.6681) loss_da_instance: 0.6531 (0.6586) loss_da_consistency: 0.0061 (0.0069) time: 1.1175 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:59:00,447 maskrcnn_benchmark.trainer INFO: eta: 11:50:09 iter: 32140 loss: 1.4584 (1.5424) loss_classifier: 0.0484 (0.0801) loss_box_reg: 0.0532 (0.0894) loss_objectness: 0.0075 (0.0235) loss_rpn_box_reg: 0.0053 (0.0157) loss_da_image: 0.6734 (0.6681) loss_da_instance: 0.6624 (0.6586) loss_da_consistency: 0.0053 (0.0069) time: 1.1228 (1.1254) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:59:22,908 maskrcnn_benchmark.trainer INFO: eta: 11:49:46 iter: 32160 loss: 1.5094 (1.5424) loss_classifier: 0.0722 (0.0801) loss_box_reg: 0.0641 (0.0894) loss_objectness: 0.0060 (0.0235) loss_rpn_box_reg: 0.0134 (0.0157) loss_da_image: 0.6744 (0.6682) loss_da_instance: 0.6630 (0.6586) loss_da_consistency: 0.0060 (0.0069) time: 1.1204 (1.1254) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 19:59:45,294 maskrcnn_benchmark.trainer INFO: eta: 11:49:23 iter: 32180 loss: 1.4895 (1.5424) loss_classifier: 0.0544 (0.0801) loss_box_reg: 0.0725 (0.0894) loss_objectness: 0.0074 (0.0235) loss_rpn_box_reg: 0.0068 (0.0157) loss_da_image: 0.6759 (0.6682) loss_da_instance: 0.6562 (0.6586) loss_da_consistency: 0.0046 (0.0069) time: 1.1200 (1.1254) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:00:07,730 maskrcnn_benchmark.trainer INFO: eta: 11:49:01 iter: 32200 loss: 1.4663 (1.5424) loss_classifier: 0.0527 (0.0801) loss_box_reg: 0.0629 (0.0894) loss_objectness: 0.0074 (0.0235) loss_rpn_box_reg: 0.0043 (0.0157) loss_da_image: 0.6734 (0.6682) loss_da_instance: 0.6579 (0.6586) loss_da_consistency: 0.0053 (0.0069) time: 1.1209 (1.1254) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:00:30,049 maskrcnn_benchmark.trainer INFO: eta: 11:48:38 iter: 32220 loss: 1.4811 (1.5424) loss_classifier: 0.0569 (0.0800) loss_box_reg: 0.0742 (0.0894) loss_objectness: 0.0087 (0.0235) loss_rpn_box_reg: 0.0071 (0.0157) loss_da_image: 0.6770 (0.6682) loss_da_instance: 0.6460 (0.6586) loss_da_consistency: 0.0068 (0.0069) time: 1.1142 (1.1254) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:00:52,455 maskrcnn_benchmark.trainer INFO: eta: 11:48:15 iter: 32240 loss: 1.4886 (1.5423) loss_classifier: 0.0697 (0.0801) loss_box_reg: 0.0673 (0.0894) loss_objectness: 0.0181 (0.0235) loss_rpn_box_reg: 0.0066 (0.0157) loss_da_image: 0.6682 (0.6682) loss_da_instance: 0.6454 (0.6586) loss_da_consistency: 0.0074 (0.0069) time: 1.1190 (1.1254) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:01:14,909 maskrcnn_benchmark.trainer INFO: eta: 11:47:53 iter: 32260 loss: 1.4918 (1.5423) loss_classifier: 0.0575 (0.0800) loss_box_reg: 0.0723 (0.0894) loss_objectness: 0.0077 (0.0235) loss_rpn_box_reg: 0.0063 (0.0157) loss_da_image: 0.6747 (0.6682) loss_da_instance: 0.6565 (0.6586) loss_da_consistency: 0.0061 (0.0069) time: 1.1217 (1.1254) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:01:37,364 maskrcnn_benchmark.trainer INFO: eta: 11:47:30 iter: 32280 loss: 1.4778 (1.5423) loss_classifier: 0.0531 (0.0800) loss_box_reg: 0.0597 (0.0894) loss_objectness: 0.0087 (0.0235) loss_rpn_box_reg: 0.0055 (0.0157) loss_da_image: 0.6801 (0.6682) loss_da_instance: 0.6702 (0.6586) loss_da_consistency: 0.0061 (0.0069) time: 1.1211 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:01:59,783 maskrcnn_benchmark.trainer INFO: eta: 11:47:08 iter: 32300 loss: 1.4865 (1.5423) loss_classifier: 0.0451 (0.0800) loss_box_reg: 0.0711 (0.0894) loss_objectness: 0.0129 (0.0235) loss_rpn_box_reg: 0.0042 (0.0157) loss_da_image: 0.6768 (0.6682) loss_da_instance: 0.6698 (0.6586) loss_da_consistency: 0.0058 (0.0069) time: 1.1195 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:02:22,244 maskrcnn_benchmark.trainer INFO: eta: 11:46:45 iter: 32320 loss: 1.4882 (1.5423) loss_classifier: 0.0546 (0.0800) loss_box_reg: 0.0741 (0.0894) loss_objectness: 0.0090 (0.0235) loss_rpn_box_reg: 0.0051 (0.0157) loss_da_image: 0.6720 (0.6682) loss_da_instance: 0.6569 (0.6586) loss_da_consistency: 0.0062 (0.0069) time: 1.1203 (1.1254) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:02:44,656 maskrcnn_benchmark.trainer INFO: eta: 11:46:22 iter: 32340 loss: 1.4419 (1.5422) loss_classifier: 0.0302 (0.0800) loss_box_reg: 0.0439 (0.0894) loss_objectness: 0.0059 (0.0235) loss_rpn_box_reg: 0.0040 (0.0157) loss_da_image: 0.6788 (0.6682) loss_da_instance: 0.6648 (0.6586) loss_da_consistency: 0.0051 (0.0069) time: 1.1177 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:03:07,282 maskrcnn_benchmark.trainer INFO: eta: 11:46:00 iter: 32360 loss: 1.4851 (1.5422) loss_classifier: 0.0627 (0.0800) loss_box_reg: 0.0686 (0.0894) loss_objectness: 0.0101 (0.0234) loss_rpn_box_reg: 0.0086 (0.0157) loss_da_image: 0.6796 (0.6682) loss_da_instance: 0.6484 (0.6586) loss_da_consistency: 0.0054 (0.0069) time: 1.1231 (1.1254) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:03:29,703 maskrcnn_benchmark.trainer INFO: eta: 11:45:37 iter: 32380 loss: 1.5364 (1.5422) loss_classifier: 0.0647 (0.0800) loss_box_reg: 0.0609 (0.0894) loss_objectness: 0.0130 (0.0234) loss_rpn_box_reg: 0.0127 (0.0157) loss_da_image: 0.6778 (0.6682) loss_da_instance: 0.6667 (0.6586) loss_da_consistency: 0.0058 (0.0069) time: 1.1224 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:03:52,097 maskrcnn_benchmark.trainer INFO: eta: 11:45:15 iter: 32400 loss: 1.4709 (1.5422) loss_classifier: 0.0526 (0.0800) loss_box_reg: 0.0409 (0.0893) loss_objectness: 0.0131 (0.0234) loss_rpn_box_reg: 0.0066 (0.0157) loss_da_image: 0.6764 (0.6682) loss_da_instance: 0.6729 (0.6586) loss_da_consistency: 0.0044 (0.0069) time: 1.1188 (1.1254) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:04:14,648 maskrcnn_benchmark.trainer INFO: eta: 11:44:52 iter: 32420 loss: 1.4959 (1.5422) loss_classifier: 0.0597 (0.0800) loss_box_reg: 0.0790 (0.0893) loss_objectness: 0.0094 (0.0234) loss_rpn_box_reg: 0.0091 (0.0157) loss_da_image: 0.6737 (0.6682) loss_da_instance: 0.6623 (0.6586) loss_da_consistency: 0.0048 (0.0069) time: 1.1202 (1.1254) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:04:37,031 maskrcnn_benchmark.trainer INFO: eta: 11:44:30 iter: 32440 loss: 1.4721 (1.5422) loss_classifier: 0.0375 (0.0800) loss_box_reg: 0.0697 (0.0893) loss_objectness: 0.0044 (0.0234) loss_rpn_box_reg: 0.0040 (0.0157) loss_da_image: 0.6722 (0.6682) loss_da_instance: 0.6517 (0.6586) loss_da_consistency: 0.0058 (0.0069) time: 1.1188 (1.1254) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:04:59,419 maskrcnn_benchmark.trainer INFO: eta: 11:44:07 iter: 32460 loss: 1.5091 (1.5422) loss_classifier: 0.0677 (0.0800) loss_box_reg: 0.0716 (0.0893) loss_objectness: 0.0089 (0.0234) loss_rpn_box_reg: 0.0098 (0.0157) loss_da_image: 0.6770 (0.6682) loss_da_instance: 0.6574 (0.6586) loss_da_consistency: 0.0066 (0.0069) time: 1.1177 (1.1254) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:05:21,887 maskrcnn_benchmark.trainer INFO: eta: 11:43:45 iter: 32480 loss: 1.5079 (1.5421) loss_classifier: 0.0606 (0.0799) loss_box_reg: 0.0658 (0.0893) loss_objectness: 0.0106 (0.0234) loss_rpn_box_reg: 0.0085 (0.0157) loss_da_image: 0.6819 (0.6682) loss_da_instance: 0.6575 (0.6586) loss_da_consistency: 0.0065 (0.0069) time: 1.1217 (1.1254) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:05:44,375 maskrcnn_benchmark.trainer INFO: eta: 11:43:22 iter: 32500 loss: 1.5060 (1.5421) loss_classifier: 0.0610 (0.0799) loss_box_reg: 0.0665 (0.0893) loss_objectness: 0.0120 (0.0234) loss_rpn_box_reg: 0.0090 (0.0157) loss_da_image: 0.6750 (0.6682) loss_da_instance: 0.6702 (0.6586) loss_da_consistency: 0.0058 (0.0069) time: 1.1251 (1.1254) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:05:44,377 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0032500.pth
2019-10-03 20:06:07,238 maskrcnn_benchmark.trainer INFO: eta: 11:43:00 iter: 32520 loss: 1.4934 (1.5421) loss_classifier: 0.0493 (0.0799) loss_box_reg: 0.0726 (0.0893) loss_objectness: 0.0084 (0.0234) loss_rpn_box_reg: 0.0107 (0.0157) loss_da_image: 0.6755 (0.6682) loss_da_instance: 0.6558 (0.6586) loss_da_consistency: 0.0068 (0.0069) time: 1.1270 (1.1254) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:06:29,674 maskrcnn_benchmark.trainer INFO: eta: 11:42:37 iter: 32540 loss: 1.4915 (1.5421) loss_classifier: 0.0506 (0.0799) loss_box_reg: 0.0697 (0.0893) loss_objectness: 0.0068 (0.0234) loss_rpn_box_reg: 0.0068 (0.0157) loss_da_image: 0.6868 (0.6682) loss_da_instance: 0.6688 (0.6586) loss_da_consistency: 0.0076 (0.0069) time: 1.1226 (1.1254) data: 0.0755 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:06:52,191 maskrcnn_benchmark.trainer INFO: eta: 11:42:15 iter: 32560 loss: 1.4693 (1.5421) loss_classifier: 0.0582 (0.0799) loss_box_reg: 0.0678 (0.0893) loss_objectness: 0.0088 (0.0234) loss_rpn_box_reg: 0.0063 (0.0157) loss_da_image: 0.6739 (0.6683) loss_da_instance: 0.6668 (0.6586) loss_da_consistency: 0.0065 (0.0069) time: 1.1269 (1.1254) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:07:14,663 maskrcnn_benchmark.trainer INFO: eta: 11:41:52 iter: 32580 loss: 1.4735 (1.5420) loss_classifier: 0.0486 (0.0799) loss_box_reg: 0.0646 (0.0893) loss_objectness: 0.0050 (0.0234) loss_rpn_box_reg: 0.0060 (0.0157) loss_da_image: 0.6803 (0.6683) loss_da_instance: 0.6587 (0.6586) loss_da_consistency: 0.0067 (0.0069) time: 1.1250 (1.1254) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:07:37,056 maskrcnn_benchmark.trainer INFO: eta: 11:41:30 iter: 32600 loss: 1.4809 (1.5420) loss_classifier: 0.0302 (0.0799) loss_box_reg: 0.0460 (0.0893) loss_objectness: 0.0038 (0.0234) loss_rpn_box_reg: 0.0037 (0.0157) loss_da_image: 0.6800 (0.6683) loss_da_instance: 0.6757 (0.6586) loss_da_consistency: 0.0072 (0.0069) time: 1.1156 (1.1254) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:07:59,496 maskrcnn_benchmark.trainer INFO: eta: 11:41:07 iter: 32620 loss: 1.4761 (1.5420) loss_classifier: 0.0505 (0.0798) loss_box_reg: 0.0653 (0.0893) loss_objectness: 0.0079 (0.0234) loss_rpn_box_reg: 0.0058 (0.0157) loss_da_image: 0.6765 (0.6683) loss_da_instance: 0.6659 (0.6586) loss_da_consistency: 0.0050 (0.0069) time: 1.1200 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:08:22,028 maskrcnn_benchmark.trainer INFO: eta: 11:40:45 iter: 32640 loss: 1.4323 (1.5419) loss_classifier: 0.0349 (0.0798) loss_box_reg: 0.0463 (0.0892) loss_objectness: 0.0064 (0.0234) loss_rpn_box_reg: 0.0063 (0.0157) loss_da_image: 0.6703 (0.6683) loss_da_instance: 0.6622 (0.6586) loss_da_consistency: 0.0057 (0.0069) time: 1.1252 (1.1254) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:08:44,508 maskrcnn_benchmark.trainer INFO: eta: 11:40:22 iter: 32660 loss: 1.5290 (1.5419) loss_classifier: 0.0667 (0.0798) loss_box_reg: 0.0828 (0.0892) loss_objectness: 0.0167 (0.0234) loss_rpn_box_reg: 0.0085 (0.0157) loss_da_image: 0.6744 (0.6683) loss_da_instance: 0.6595 (0.6586) loss_da_consistency: 0.0055 (0.0069) time: 1.1234 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:09:06,913 maskrcnn_benchmark.trainer INFO: eta: 11:39:59 iter: 32680 loss: 1.4561 (1.5419) loss_classifier: 0.0455 (0.0798) loss_box_reg: 0.0456 (0.0892) loss_objectness: 0.0138 (0.0233) loss_rpn_box_reg: 0.0047 (0.0157) loss_da_image: 0.6745 (0.6683) loss_da_instance: 0.6684 (0.6586) loss_da_consistency: 0.0043 (0.0069) time: 1.1180 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:09:29,373 maskrcnn_benchmark.trainer INFO: eta: 11:39:37 iter: 32700 loss: 1.4982 (1.5419) loss_classifier: 0.0534 (0.0798) loss_box_reg: 0.0634 (0.0892) loss_objectness: 0.0113 (0.0233) loss_rpn_box_reg: 0.0087 (0.0156) loss_da_image: 0.6732 (0.6683) loss_da_instance: 0.6555 (0.6586) loss_da_consistency: 0.0059 (0.0069) time: 1.1208 (1.1254) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:09:51,921 maskrcnn_benchmark.trainer INFO: eta: 11:39:14 iter: 32720 loss: 1.4941 (1.5418) loss_classifier: 0.0528 (0.0798) loss_box_reg: 0.0719 (0.0892) loss_objectness: 0.0107 (0.0233) loss_rpn_box_reg: 0.0097 (0.0156) loss_da_image: 0.6762 (0.6683) loss_da_instance: 0.6609 (0.6586) loss_da_consistency: 0.0060 (0.0069) time: 1.1254 (1.1254) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:10:14,313 maskrcnn_benchmark.trainer INFO: eta: 11:38:52 iter: 32740 loss: 1.5293 (1.5418) loss_classifier: 0.0647 (0.0798) loss_box_reg: 0.0692 (0.0892) loss_objectness: 0.0109 (0.0233) loss_rpn_box_reg: 0.0091 (0.0156) loss_da_image: 0.6756 (0.6683) loss_da_instance: 0.6626 (0.6586) loss_da_consistency: 0.0072 (0.0069) time: 1.1177 (1.1254) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:10:36,806 maskrcnn_benchmark.trainer INFO: eta: 11:38:29 iter: 32760 loss: 1.5453 (1.5419) loss_classifier: 0.0684 (0.0798) loss_box_reg: 0.0948 (0.0892) loss_objectness: 0.0121 (0.0233) loss_rpn_box_reg: 0.0102 (0.0156) loss_da_image: 0.6803 (0.6683) loss_da_instance: 0.6660 (0.6587) loss_da_consistency: 0.0063 (0.0069) time: 1.1240 (1.1254) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:10:59,180 maskrcnn_benchmark.trainer INFO: eta: 11:38:07 iter: 32780 loss: 1.4865 (1.5418) loss_classifier: 0.0411 (0.0798) loss_box_reg: 0.0862 (0.0892) loss_objectness: 0.0088 (0.0233) loss_rpn_box_reg: 0.0070 (0.0156) loss_da_image: 0.6693 (0.6683) loss_da_instance: 0.6591 (0.6587) loss_da_consistency: 0.0059 (0.0069) time: 1.1189 (1.1254) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:11:21,836 maskrcnn_benchmark.trainer INFO: eta: 11:37:44 iter: 32800 loss: 1.4840 (1.5418) loss_classifier: 0.0415 (0.0798) loss_box_reg: 0.0620 (0.0892) loss_objectness: 0.0058 (0.0233) loss_rpn_box_reg: 0.0057 (0.0156) loss_da_image: 0.6772 (0.6683) loss_da_instance: 0.6686 (0.6587) loss_da_consistency: 0.0058 (0.0069) time: 1.1236 (1.1254) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:11:44,307 maskrcnn_benchmark.trainer INFO: eta: 11:37:22 iter: 32820 loss: 1.4585 (1.5418) loss_classifier: 0.0501 (0.0797) loss_box_reg: 0.0525 (0.0892) loss_objectness: 0.0052 (0.0233) loss_rpn_box_reg: 0.0045 (0.0156) loss_da_image: 0.6744 (0.6683) loss_da_instance: 0.6546 (0.6587) loss_da_consistency: 0.0048 (0.0069) time: 1.1231 (1.1254) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:12:06,720 maskrcnn_benchmark.trainer INFO: eta: 11:36:59 iter: 32840 loss: 1.4709 (1.5417) loss_classifier: 0.0423 (0.0797) loss_box_reg: 0.0452 (0.0892) loss_objectness: 0.0089 (0.0233) loss_rpn_box_reg: 0.0066 (0.0156) loss_da_image: 0.6738 (0.6683) loss_da_instance: 0.6684 (0.6587) loss_da_consistency: 0.0052 (0.0069) time: 1.1204 (1.1254) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:12:29,161 maskrcnn_benchmark.trainer INFO: eta: 11:36:36 iter: 32860 loss: 1.4900 (1.5417) loss_classifier: 0.0594 (0.0797) loss_box_reg: 0.0688 (0.0892) loss_objectness: 0.0137 (0.0233) loss_rpn_box_reg: 0.0124 (0.0156) loss_da_image: 0.6748 (0.6683) loss_da_instance: 0.6558 (0.6587) loss_da_consistency: 0.0047 (0.0069) time: 1.1209 (1.1254) data: 0.0804 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:12:51,595 maskrcnn_benchmark.trainer INFO: eta: 11:36:14 iter: 32880 loss: 1.4938 (1.5417) loss_classifier: 0.0559 (0.0797) loss_box_reg: 0.0575 (0.0891) loss_objectness: 0.0061 (0.0233) loss_rpn_box_reg: 0.0062 (0.0156) loss_da_image: 0.6855 (0.6683) loss_da_instance: 0.6568 (0.6587) loss_da_consistency: 0.0064 (0.0069) time: 1.1201 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:13:14,025 maskrcnn_benchmark.trainer INFO: eta: 11:35:51 iter: 32900 loss: 1.4661 (1.5417) loss_classifier: 0.0541 (0.0797) loss_box_reg: 0.0511 (0.0891) loss_objectness: 0.0090 (0.0233) loss_rpn_box_reg: 0.0067 (0.0156) loss_da_image: 0.6805 (0.6683) loss_da_instance: 0.6703 (0.6587) loss_da_consistency: 0.0060 (0.0069) time: 1.1210 (1.1254) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:13:36,446 maskrcnn_benchmark.trainer INFO: eta: 11:35:29 iter: 32920 loss: 1.4757 (1.5417) loss_classifier: 0.0525 (0.0797) loss_box_reg: 0.0662 (0.0891) loss_objectness: 0.0081 (0.0233) loss_rpn_box_reg: 0.0060 (0.0156) loss_da_image: 0.6737 (0.6683) loss_da_instance: 0.6685 (0.6587) loss_da_consistency: 0.0056 (0.0069) time: 1.1210 (1.1254) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:13:58,924 maskrcnn_benchmark.trainer INFO: eta: 11:35:06 iter: 32940 loss: 1.4694 (1.5416) loss_classifier: 0.0493 (0.0797) loss_box_reg: 0.0597 (0.0891) loss_objectness: 0.0113 (0.0233) loss_rpn_box_reg: 0.0053 (0.0156) loss_da_image: 0.6726 (0.6683) loss_da_instance: 0.6650 (0.6587) loss_da_consistency: 0.0055 (0.0069) time: 1.1219 (1.1254) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:14:21,312 maskrcnn_benchmark.trainer INFO: eta: 11:34:43 iter: 32960 loss: 1.5171 (1.5416) loss_classifier: 0.0515 (0.0797) loss_box_reg: 0.0631 (0.0891) loss_objectness: 0.0095 (0.0233) loss_rpn_box_reg: 0.0079 (0.0156) loss_da_image: 0.6760 (0.6683) loss_da_instance: 0.6739 (0.6587) loss_da_consistency: 0.0055 (0.0069) time: 1.1188 (1.1254) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:14:43,758 maskrcnn_benchmark.trainer INFO: eta: 11:34:21 iter: 32980 loss: 1.4624 (1.5416) loss_classifier: 0.0584 (0.0797) loss_box_reg: 0.0549 (0.0891) loss_objectness: 0.0126 (0.0233) loss_rpn_box_reg: 0.0066 (0.0156) loss_da_image: 0.6719 (0.6683) loss_da_instance: 0.6624 (0.6587) loss_da_consistency: 0.0058 (0.0069) time: 1.1217 (1.1254) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:15:06,138 maskrcnn_benchmark.trainer INFO: eta: 11:33:58 iter: 33000 loss: 1.4540 (1.5416) loss_classifier: 0.0343 (0.0797) loss_box_reg: 0.0531 (0.0891) loss_objectness: 0.0074 (0.0233) loss_rpn_box_reg: 0.0053 (0.0156) loss_da_image: 0.6711 (0.6683) loss_da_instance: 0.6595 (0.6587) loss_da_consistency: 0.0070 (0.0069) time: 1.1183 (1.1254) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:15:28,794 maskrcnn_benchmark.trainer INFO: eta: 11:33:36 iter: 33020 loss: 1.4901 (1.5415) loss_classifier: 0.0558 (0.0796) loss_box_reg: 0.0682 (0.0891) loss_objectness: 0.0100 (0.0233) loss_rpn_box_reg: 0.0074 (0.0156) loss_da_image: 0.6706 (0.6684) loss_da_instance: 0.6569 (0.6587) loss_da_consistency: 0.0052 (0.0069) time: 1.1241 (1.1254) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:15:51,204 maskrcnn_benchmark.trainer INFO: eta: 11:33:13 iter: 33040 loss: 1.4682 (1.5415) loss_classifier: 0.0385 (0.0796) loss_box_reg: 0.0513 (0.0890) loss_objectness: 0.0093 (0.0232) loss_rpn_box_reg: 0.0054 (0.0156) loss_da_image: 0.6848 (0.6684) loss_da_instance: 0.6744 (0.6587) loss_da_consistency: 0.0040 (0.0069) time: 1.1200 (1.1254) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:16:13,615 maskrcnn_benchmark.trainer INFO: eta: 11:32:51 iter: 33060 loss: 1.4757 (1.5415) loss_classifier: 0.0606 (0.0796) loss_box_reg: 0.0703 (0.0890) loss_objectness: 0.0051 (0.0232) loss_rpn_box_reg: 0.0054 (0.0156) loss_da_image: 0.6745 (0.6684) loss_da_instance: 0.6698 (0.6587) loss_da_consistency: 0.0052 (0.0069) time: 1.1160 (1.1254) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:16:36,133 maskrcnn_benchmark.trainer INFO: eta: 11:32:28 iter: 33080 loss: 1.4833 (1.5415) loss_classifier: 0.0591 (0.0796) loss_box_reg: 0.0716 (0.0890) loss_objectness: 0.0103 (0.0232) loss_rpn_box_reg: 0.0081 (0.0156) loss_da_image: 0.6658 (0.6684) loss_da_instance: 0.6607 (0.6587) loss_da_consistency: 0.0061 (0.0069) time: 1.1258 (1.1254) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:16:58,602 maskrcnn_benchmark.trainer INFO: eta: 11:32:06 iter: 33100 loss: 1.5153 (1.5415) loss_classifier: 0.0637 (0.0796) loss_box_reg: 0.0766 (0.0890) loss_objectness: 0.0068 (0.0232) loss_rpn_box_reg: 0.0108 (0.0156) loss_da_image: 0.6781 (0.6684) loss_da_instance: 0.6676 (0.6587) loss_da_consistency: 0.0055 (0.0069) time: 1.1245 (1.1254) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:17:21,044 maskrcnn_benchmark.trainer INFO: eta: 11:31:43 iter: 33120 loss: 1.4462 (1.5415) loss_classifier: 0.0400 (0.0796) loss_box_reg: 0.0631 (0.0890) loss_objectness: 0.0113 (0.0232) loss_rpn_box_reg: 0.0061 (0.0156) loss_da_image: 0.6728 (0.6684) loss_da_instance: 0.6676 (0.6587) loss_da_consistency: 0.0055 (0.0069) time: 1.1224 (1.1254) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:17:43,417 maskrcnn_benchmark.trainer INFO: eta: 11:31:20 iter: 33140 loss: 1.5176 (1.5414) loss_classifier: 0.0551 (0.0796) loss_box_reg: 0.0692 (0.0890) loss_objectness: 0.0113 (0.0232) loss_rpn_box_reg: 0.0086 (0.0156) loss_da_image: 0.6779 (0.6684) loss_da_instance: 0.6696 (0.6587) loss_da_consistency: 0.0052 (0.0069) time: 1.1210 (1.1254) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:18:05,799 maskrcnn_benchmark.trainer INFO: eta: 11:30:58 iter: 33160 loss: 1.5269 (1.5414) loss_classifier: 0.0642 (0.0796) loss_box_reg: 0.0541 (0.0890) loss_objectness: 0.0098 (0.0232) loss_rpn_box_reg: 0.0092 (0.0156) loss_da_image: 0.6786 (0.6684) loss_da_instance: 0.6661 (0.6587) loss_da_consistency: 0.0052 (0.0069) time: 1.1198 (1.1254) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:18:28,385 maskrcnn_benchmark.trainer INFO: eta: 11:30:35 iter: 33180 loss: 1.5577 (1.5414) loss_classifier: 0.0789 (0.0796) loss_box_reg: 0.0848 (0.0890) loss_objectness: 0.0103 (0.0232) loss_rpn_box_reg: 0.0104 (0.0156) loss_da_image: 0.6835 (0.6684) loss_da_instance: 0.6655 (0.6587) loss_da_consistency: 0.0054 (0.0069) time: 1.1202 (1.1254) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:18:51,028 maskrcnn_benchmark.trainer INFO: eta: 11:30:13 iter: 33200 loss: 1.4701 (1.5414) loss_classifier: 0.0483 (0.0796) loss_box_reg: 0.0586 (0.0890) loss_objectness: 0.0095 (0.0232) loss_rpn_box_reg: 0.0076 (0.0156) loss_da_image: 0.6744 (0.6684) loss_da_instance: 0.6641 (0.6588) loss_da_consistency: 0.0055 (0.0069) time: 1.1215 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:19:13,391 maskrcnn_benchmark.trainer INFO: eta: 11:29:50 iter: 33220 loss: 1.4468 (1.5414) loss_classifier: 0.0323 (0.0795) loss_box_reg: 0.0311 (0.0890) loss_objectness: 0.0073 (0.0232) loss_rpn_box_reg: 0.0032 (0.0156) loss_da_image: 0.6823 (0.6684) loss_da_instance: 0.6738 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1186 (1.1254) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:19:36,117 maskrcnn_benchmark.trainer INFO: eta: 11:29:28 iter: 33240 loss: 1.5283 (1.5414) loss_classifier: 0.0747 (0.0795) loss_box_reg: 0.0959 (0.0890) loss_objectness: 0.0152 (0.0232) loss_rpn_box_reg: 0.0080 (0.0156) loss_da_image: 0.6828 (0.6684) loss_da_instance: 0.6576 (0.6588) loss_da_consistency: 0.0060 (0.0069) time: 1.1253 (1.1254) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:19:58,513 maskrcnn_benchmark.trainer INFO: eta: 11:29:05 iter: 33260 loss: 1.4825 (1.5414) loss_classifier: 0.0504 (0.0795) loss_box_reg: 0.0719 (0.0890) loss_objectness: 0.0105 (0.0232) loss_rpn_box_reg: 0.0045 (0.0156) loss_da_image: 0.6637 (0.6684) loss_da_instance: 0.6648 (0.6588) loss_da_consistency: 0.0056 (0.0069) time: 1.1185 (1.1254) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:20:20,897 maskrcnn_benchmark.trainer INFO: eta: 11:28:43 iter: 33280 loss: 1.5115 (1.5414) loss_classifier: 0.0682 (0.0795) loss_box_reg: 0.0858 (0.0890) loss_objectness: 0.0133 (0.0232) loss_rpn_box_reg: 0.0128 (0.0156) loss_da_image: 0.6764 (0.6684) loss_da_instance: 0.6507 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1175 (1.1254) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:20:43,366 maskrcnn_benchmark.trainer INFO: eta: 11:28:20 iter: 33300 loss: 1.4821 (1.5413) loss_classifier: 0.0498 (0.0795) loss_box_reg: 0.0391 (0.0889) loss_objectness: 0.0090 (0.0232) loss_rpn_box_reg: 0.0119 (0.0156) loss_da_image: 0.6765 (0.6684) loss_da_instance: 0.6830 (0.6588) loss_da_consistency: 0.0058 (0.0069) time: 1.1242 (1.1254) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:21:06,202 maskrcnn_benchmark.trainer INFO: eta: 11:27:58 iter: 33320 loss: 1.4718 (1.5413) loss_classifier: 0.0432 (0.0795) loss_box_reg: 0.0599 (0.0889) loss_objectness: 0.0060 (0.0232) loss_rpn_box_reg: 0.0066 (0.0156) loss_da_image: 0.6787 (0.6684) loss_da_instance: 0.6623 (0.6588) loss_da_consistency: 0.0053 (0.0069) time: 1.1261 (1.1254) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:21:28,635 maskrcnn_benchmark.trainer INFO: eta: 11:27:35 iter: 33340 loss: 1.4946 (1.5413) loss_classifier: 0.0534 (0.0795) loss_box_reg: 0.0635 (0.0889) loss_objectness: 0.0083 (0.0232) loss_rpn_box_reg: 0.0107 (0.0156) loss_da_image: 0.6727 (0.6684) loss_da_instance: 0.6577 (0.6588) loss_da_consistency: 0.0051 (0.0069) time: 1.1176 (1.1254) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:21:51,050 maskrcnn_benchmark.trainer INFO: eta: 11:27:13 iter: 33360 loss: 1.5004 (1.5413) loss_classifier: 0.0679 (0.0795) loss_box_reg: 0.0748 (0.0889) loss_objectness: 0.0109 (0.0232) loss_rpn_box_reg: 0.0136 (0.0156) loss_da_image: 0.6741 (0.6684) loss_da_instance: 0.6592 (0.6588) loss_da_consistency: 0.0059 (0.0069) time: 1.1199 (1.1254) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:22:13,482 maskrcnn_benchmark.trainer INFO: eta: 11:26:50 iter: 33380 loss: 1.5108 (1.5413) loss_classifier: 0.0591 (0.0795) loss_box_reg: 0.0774 (0.0889) loss_objectness: 0.0118 (0.0232) loss_rpn_box_reg: 0.0099 (0.0156) loss_da_image: 0.6724 (0.6684) loss_da_instance: 0.6703 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1190 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:22:35,981 maskrcnn_benchmark.trainer INFO: eta: 11:26:28 iter: 33400 loss: 1.5776 (1.5413) loss_classifier: 0.0791 (0.0795) loss_box_reg: 0.1217 (0.0889) loss_objectness: 0.0159 (0.0232) loss_rpn_box_reg: 0.0190 (0.0156) loss_da_image: 0.6783 (0.6684) loss_da_instance: 0.6467 (0.6588) loss_da_consistency: 0.0065 (0.0069) time: 1.1245 (1.1254) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:22:58,362 maskrcnn_benchmark.trainer INFO: eta: 11:26:05 iter: 33420 loss: 1.5160 (1.5413) loss_classifier: 0.0598 (0.0795) loss_box_reg: 0.0688 (0.0890) loss_objectness: 0.0094 (0.0231) loss_rpn_box_reg: 0.0087 (0.0156) loss_da_image: 0.6823 (0.6684) loss_da_instance: 0.6610 (0.6588) loss_da_consistency: 0.0059 (0.0069) time: 1.1201 (1.1254) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:23:20,908 maskrcnn_benchmark.trainer INFO: eta: 11:25:43 iter: 33440 loss: 1.5338 (1.5413) loss_classifier: 0.0794 (0.0795) loss_box_reg: 0.0773 (0.0889) loss_objectness: 0.0102 (0.0231) loss_rpn_box_reg: 0.0104 (0.0156) loss_da_image: 0.6727 (0.6684) loss_da_instance: 0.6674 (0.6588) loss_da_consistency: 0.0064 (0.0069) time: 1.1278 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:23:43,644 maskrcnn_benchmark.trainer INFO: eta: 11:25:20 iter: 33460 loss: 1.4809 (1.5413) loss_classifier: 0.0621 (0.0795) loss_box_reg: 0.0789 (0.0889) loss_objectness: 0.0099 (0.0231) loss_rpn_box_reg: 0.0074 (0.0156) loss_da_image: 0.6692 (0.6684) loss_da_instance: 0.6619 (0.6588) loss_da_consistency: 0.0048 (0.0069) time: 1.1215 (1.1254) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:24:06,006 maskrcnn_benchmark.trainer INFO: eta: 11:24:58 iter: 33480 loss: 1.5079 (1.5413) loss_classifier: 0.0589 (0.0795) loss_box_reg: 0.0752 (0.0889) loss_objectness: 0.0075 (0.0231) loss_rpn_box_reg: 0.0098 (0.0156) loss_da_image: 0.6745 (0.6685) loss_da_instance: 0.6527 (0.6588) loss_da_consistency: 0.0062 (0.0069) time: 1.1183 (1.1254) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:24:28,540 maskrcnn_benchmark.trainer INFO: eta: 11:24:35 iter: 33500 loss: 1.4974 (1.5413) loss_classifier: 0.0638 (0.0795) loss_box_reg: 0.0668 (0.0889) loss_objectness: 0.0071 (0.0231) loss_rpn_box_reg: 0.0058 (0.0156) loss_da_image: 0.6832 (0.6685) loss_da_instance: 0.6613 (0.6588) loss_da_consistency: 0.0072 (0.0069) time: 1.1269 (1.1254) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:24:50,924 maskrcnn_benchmark.trainer INFO: eta: 11:24:13 iter: 33520 loss: 1.4442 (1.5412) loss_classifier: 0.0478 (0.0794) loss_box_reg: 0.0348 (0.0889) loss_objectness: 0.0072 (0.0231) loss_rpn_box_reg: 0.0047 (0.0156) loss_da_image: 0.6804 (0.6685) loss_da_instance: 0.6546 (0.6588) loss_da_consistency: 0.0058 (0.0069) time: 1.1169 (1.1254) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:25:13,354 maskrcnn_benchmark.trainer INFO: eta: 11:23:50 iter: 33540 loss: 1.4839 (1.5412) loss_classifier: 0.0469 (0.0794) loss_box_reg: 0.0534 (0.0889) loss_objectness: 0.0096 (0.0231) loss_rpn_box_reg: 0.0063 (0.0156) loss_da_image: 0.6868 (0.6685) loss_da_instance: 0.6731 (0.6588) loss_da_consistency: 0.0065 (0.0069) time: 1.1199 (1.1254) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:25:35,867 maskrcnn_benchmark.trainer INFO: eta: 11:23:28 iter: 33560 loss: 1.4991 (1.5412) loss_classifier: 0.0640 (0.0794) loss_box_reg: 0.0685 (0.0889) loss_objectness: 0.0117 (0.0231) loss_rpn_box_reg: 0.0078 (0.0156) loss_da_image: 0.6806 (0.6685) loss_da_instance: 0.6543 (0.6588) loss_da_consistency: 0.0050 (0.0069) time: 1.1263 (1.1254) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:25:58,329 maskrcnn_benchmark.trainer INFO: eta: 11:23:05 iter: 33580 loss: 1.5097 (1.5412) loss_classifier: 0.0581 (0.0794) loss_box_reg: 0.0614 (0.0889) loss_objectness: 0.0135 (0.0231) loss_rpn_box_reg: 0.0115 (0.0156) loss_da_image: 0.6793 (0.6685) loss_da_instance: 0.6676 (0.6588) loss_da_consistency: 0.0056 (0.0069) time: 1.1248 (1.1254) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:26:21,071 maskrcnn_benchmark.trainer INFO: eta: 11:22:43 iter: 33600 loss: 1.5068 (1.5412) loss_classifier: 0.0529 (0.0794) loss_box_reg: 0.0756 (0.0889) loss_objectness: 0.0184 (0.0231) loss_rpn_box_reg: 0.0070 (0.0156) loss_da_image: 0.6780 (0.6685) loss_da_instance: 0.6658 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1213 (1.1254) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:26:43,436 maskrcnn_benchmark.trainer INFO: eta: 11:22:20 iter: 33620 loss: 1.4906 (1.5412) loss_classifier: 0.0502 (0.0794) loss_box_reg: 0.0679 (0.0889) loss_objectness: 0.0105 (0.0231) loss_rpn_box_reg: 0.0067 (0.0156) loss_da_image: 0.6759 (0.6685) loss_da_instance: 0.6698 (0.6588) loss_da_consistency: 0.0051 (0.0069) time: 1.1187 (1.1254) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:27:05,899 maskrcnn_benchmark.trainer INFO: eta: 11:21:57 iter: 33640 loss: 1.4936 (1.5411) loss_classifier: 0.0578 (0.0794) loss_box_reg: 0.0731 (0.0889) loss_objectness: 0.0150 (0.0231) loss_rpn_box_reg: 0.0072 (0.0156) loss_da_image: 0.6708 (0.6685) loss_da_instance: 0.6592 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1219 (1.1254) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:27:28,307 maskrcnn_benchmark.trainer INFO: eta: 11:21:35 iter: 33660 loss: 1.4992 (1.5411) loss_classifier: 0.0510 (0.0794) loss_box_reg: 0.0700 (0.0889) loss_objectness: 0.0087 (0.0231) loss_rpn_box_reg: 0.0060 (0.0156) loss_da_image: 0.6802 (0.6685) loss_da_instance: 0.6607 (0.6588) loss_da_consistency: 0.0046 (0.0069) time: 1.1219 (1.1254) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:27:50,632 maskrcnn_benchmark.trainer INFO: eta: 11:21:12 iter: 33680 loss: 1.4677 (1.5411) loss_classifier: 0.0571 (0.0794) loss_box_reg: 0.0643 (0.0889) loss_objectness: 0.0110 (0.0231) loss_rpn_box_reg: 0.0058 (0.0156) loss_da_image: 0.6784 (0.6685) loss_da_instance: 0.6669 (0.6588) loss_da_consistency: 0.0051 (0.0069) time: 1.1165 (1.1253) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:28:13,060 maskrcnn_benchmark.trainer INFO: eta: 11:20:50 iter: 33700 loss: 1.4431 (1.5411) loss_classifier: 0.0252 (0.0794) loss_box_reg: 0.0349 (0.0888) loss_objectness: 0.0061 (0.0231) loss_rpn_box_reg: 0.0017 (0.0156) loss_da_image: 0.6829 (0.6685) loss_da_instance: 0.6710 (0.6588) loss_da_consistency: 0.0043 (0.0069) time: 1.1195 (1.1253) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:28:35,505 maskrcnn_benchmark.trainer INFO: eta: 11:20:27 iter: 33720 loss: 1.4703 (1.5411) loss_classifier: 0.0600 (0.0793) loss_box_reg: 0.0500 (0.0888) loss_objectness: 0.0084 (0.0231) loss_rpn_box_reg: 0.0113 (0.0155) loss_da_image: 0.6798 (0.6685) loss_da_instance: 0.6543 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1204 (1.1253) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:28:57,905 maskrcnn_benchmark.trainer INFO: eta: 11:20:04 iter: 33740 loss: 1.4907 (1.5410) loss_classifier: 0.0633 (0.0793) loss_box_reg: 0.0500 (0.0888) loss_objectness: 0.0097 (0.0231) loss_rpn_box_reg: 0.0096 (0.0155) loss_da_image: 0.6749 (0.6685) loss_da_instance: 0.6546 (0.6588) loss_da_consistency: 0.0054 (0.0069) time: 1.1195 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:29:20,356 maskrcnn_benchmark.trainer INFO: eta: 11:19:42 iter: 33760 loss: 1.5269 (1.5410) loss_classifier: 0.0762 (0.0793) loss_box_reg: 0.0969 (0.0888) loss_objectness: 0.0087 (0.0231) loss_rpn_box_reg: 0.0076 (0.0155) loss_da_image: 0.6665 (0.6685) loss_da_instance: 0.6522 (0.6588) loss_da_consistency: 0.0059 (0.0069) time: 1.1225 (1.1253) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:29:42,782 maskrcnn_benchmark.trainer INFO: eta: 11:19:19 iter: 33780 loss: 1.4565 (1.5410) loss_classifier: 0.0376 (0.0793) loss_box_reg: 0.0517 (0.0888) loss_objectness: 0.0059 (0.0231) loss_rpn_box_reg: 0.0050 (0.0155) loss_da_image: 0.6698 (0.6685) loss_da_instance: 0.6603 (0.6588) loss_da_consistency: 0.0057 (0.0069) time: 1.1195 (1.1253) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:30:05,273 maskrcnn_benchmark.trainer INFO: eta: 11:18:57 iter: 33800 loss: 1.4888 (1.5410) loss_classifier: 0.0638 (0.0793) loss_box_reg: 0.0574 (0.0888) loss_objectness: 0.0064 (0.0230) loss_rpn_box_reg: 0.0063 (0.0155) loss_da_image: 0.6826 (0.6685) loss_da_instance: 0.6688 (0.6588) loss_da_consistency: 0.0059 (0.0069) time: 1.1259 (1.1253) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:30:27,666 maskrcnn_benchmark.trainer INFO: eta: 11:18:34 iter: 33820 loss: 1.4728 (1.5409) loss_classifier: 0.0442 (0.0793) loss_box_reg: 0.0499 (0.0888) loss_objectness: 0.0087 (0.0230) loss_rpn_box_reg: 0.0065 (0.0155) loss_da_image: 0.6780 (0.6685) loss_da_instance: 0.6663 (0.6588) loss_da_consistency: 0.0052 (0.0069) time: 1.1195 (1.1253) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:30:50,126 maskrcnn_benchmark.trainer INFO: eta: 11:18:12 iter: 33840 loss: 1.5088 (1.5409) loss_classifier: 0.0558 (0.0793) loss_box_reg: 0.0774 (0.0888) loss_objectness: 0.0117 (0.0230) loss_rpn_box_reg: 0.0070 (0.0155) loss_da_image: 0.6817 (0.6685) loss_da_instance: 0.6591 (0.6588) loss_da_consistency: 0.0069 (0.0069) time: 1.1214 (1.1253) data: 0.0805 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:31:12,607 maskrcnn_benchmark.trainer INFO: eta: 11:17:49 iter: 33860 loss: 1.4975 (1.5409) loss_classifier: 0.0463 (0.0793) loss_box_reg: 0.0519 (0.0888) loss_objectness: 0.0113 (0.0230) loss_rpn_box_reg: 0.0108 (0.0155) loss_da_image: 0.6758 (0.6685) loss_da_instance: 0.6641 (0.6589) loss_da_consistency: 0.0057 (0.0069) time: 1.1245 (1.1253) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:31:35,026 maskrcnn_benchmark.trainer INFO: eta: 11:17:26 iter: 33880 loss: 1.4480 (1.5409) loss_classifier: 0.0332 (0.0793) loss_box_reg: 0.0464 (0.0888) loss_objectness: 0.0064 (0.0230) loss_rpn_box_reg: 0.0033 (0.0155) loss_da_image: 0.6716 (0.6686) loss_da_instance: 0.6642 (0.6589) loss_da_consistency: 0.0052 (0.0069) time: 1.1218 (1.1253) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:31:57,514 maskrcnn_benchmark.trainer INFO: eta: 11:17:04 iter: 33900 loss: 1.5185 (1.5409) loss_classifier: 0.0595 (0.0792) loss_box_reg: 0.0688 (0.0888) loss_objectness: 0.0116 (0.0230) loss_rpn_box_reg: 0.0063 (0.0155) loss_da_image: 0.6713 (0.6686) loss_da_instance: 0.6655 (0.6589) loss_da_consistency: 0.0047 (0.0069) time: 1.1260 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:32:20,040 maskrcnn_benchmark.trainer INFO: eta: 11:16:41 iter: 33920 loss: 1.4931 (1.5409) loss_classifier: 0.0649 (0.0792) loss_box_reg: 0.0665 (0.0888) loss_objectness: 0.0108 (0.0230) loss_rpn_box_reg: 0.0085 (0.0155) loss_da_image: 0.6794 (0.6686) loss_da_instance: 0.6630 (0.6589) loss_da_consistency: 0.0053 (0.0069) time: 1.1198 (1.1253) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:32:42,494 maskrcnn_benchmark.trainer INFO: eta: 11:16:19 iter: 33940 loss: 1.4997 (1.5408) loss_classifier: 0.0631 (0.0792) loss_box_reg: 0.0521 (0.0887) loss_objectness: 0.0140 (0.0230) loss_rpn_box_reg: 0.0064 (0.0155) loss_da_image: 0.6775 (0.6686) loss_da_instance: 0.6549 (0.6589) loss_da_consistency: 0.0054 (0.0069) time: 1.1205 (1.1253) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:33:04,985 maskrcnn_benchmark.trainer INFO: eta: 11:15:56 iter: 33960 loss: 1.5024 (1.5408) loss_classifier: 0.0552 (0.0792) loss_box_reg: 0.0584 (0.0887) loss_objectness: 0.0096 (0.0230) loss_rpn_box_reg: 0.0089 (0.0155) loss_da_image: 0.6806 (0.6686) loss_da_instance: 0.6630 (0.6589) loss_da_consistency: 0.0046 (0.0069) time: 1.1235 (1.1253) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:33:27,413 maskrcnn_benchmark.trainer INFO: eta: 11:15:34 iter: 33980 loss: 1.4861 (1.5408) loss_classifier: 0.0609 (0.0792) loss_box_reg: 0.0620 (0.0887) loss_objectness: 0.0062 (0.0230) loss_rpn_box_reg: 0.0068 (0.0155) loss_da_image: 0.6830 (0.6686) loss_da_instance: 0.6581 (0.6589) loss_da_consistency: 0.0045 (0.0069) time: 1.1211 (1.1253) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:33:49,845 maskrcnn_benchmark.trainer INFO: eta: 11:15:11 iter: 34000 loss: 1.4982 (1.5408) loss_classifier: 0.0480 (0.0792) loss_box_reg: 0.0535 (0.0887) loss_objectness: 0.0098 (0.0230) loss_rpn_box_reg: 0.0080 (0.0155) loss_da_image: 0.6815 (0.6686) loss_da_instance: 0.6429 (0.6589) loss_da_consistency: 0.0062 (0.0069) time: 1.1196 (1.1253) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:34:12,260 maskrcnn_benchmark.trainer INFO: eta: 11:14:48 iter: 34020 loss: 1.5173 (1.5408) loss_classifier: 0.0610 (0.0792) loss_box_reg: 0.0672 (0.0887) loss_objectness: 0.0095 (0.0230) loss_rpn_box_reg: 0.0064 (0.0155) loss_da_image: 0.6746 (0.6686) loss_da_instance: 0.6533 (0.6589) loss_da_consistency: 0.0066 (0.0069) time: 1.1204 (1.1253) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:34:34,751 maskrcnn_benchmark.trainer INFO: eta: 11:14:26 iter: 34040 loss: 1.5275 (1.5408) loss_classifier: 0.0700 (0.0792) loss_box_reg: 0.0838 (0.0887) loss_objectness: 0.0095 (0.0230) loss_rpn_box_reg: 0.0076 (0.0155) loss_da_image: 0.6767 (0.6686) loss_da_instance: 0.6528 (0.6589) loss_da_consistency: 0.0058 (0.0069) time: 1.1206 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:34:57,208 maskrcnn_benchmark.trainer INFO: eta: 11:14:03 iter: 34060 loss: 1.4872 (1.5408) loss_classifier: 0.0554 (0.0792) loss_box_reg: 0.0757 (0.0887) loss_objectness: 0.0065 (0.0230) loss_rpn_box_reg: 0.0130 (0.0155) loss_da_image: 0.6715 (0.6686) loss_da_instance: 0.6518 (0.6589) loss_da_consistency: 0.0066 (0.0069) time: 1.1234 (1.1253) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:35:19,622 maskrcnn_benchmark.trainer INFO: eta: 11:13:41 iter: 34080 loss: 1.4503 (1.5407) loss_classifier: 0.0316 (0.0792) loss_box_reg: 0.0408 (0.0887) loss_objectness: 0.0057 (0.0230) loss_rpn_box_reg: 0.0031 (0.0155) loss_da_image: 0.6793 (0.6686) loss_da_instance: 0.6637 (0.6589) loss_da_consistency: 0.0066 (0.0069) time: 1.1220 (1.1253) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:35:42,012 maskrcnn_benchmark.trainer INFO: eta: 11:13:18 iter: 34100 loss: 1.4808 (1.5407) loss_classifier: 0.0581 (0.0792) loss_box_reg: 0.0803 (0.0887) loss_objectness: 0.0074 (0.0230) loss_rpn_box_reg: 0.0093 (0.0155) loss_da_image: 0.6805 (0.6686) loss_da_instance: 0.6551 (0.6589) loss_da_consistency: 0.0059 (0.0069) time: 1.1205 (1.1253) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:36:04,467 maskrcnn_benchmark.trainer INFO: eta: 11:12:56 iter: 34120 loss: 1.4453 (1.5407) loss_classifier: 0.0325 (0.0792) loss_box_reg: 0.0546 (0.0887) loss_objectness: 0.0086 (0.0230) loss_rpn_box_reg: 0.0077 (0.0155) loss_da_image: 0.6718 (0.6686) loss_da_instance: 0.6625 (0.6589) loss_da_consistency: 0.0058 (0.0069) time: 1.1227 (1.1253) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:36:26,888 maskrcnn_benchmark.trainer INFO: eta: 11:12:33 iter: 34140 loss: 1.5010 (1.5406) loss_classifier: 0.0522 (0.0792) loss_box_reg: 0.0718 (0.0887) loss_objectness: 0.0103 (0.0230) loss_rpn_box_reg: 0.0121 (0.0155) loss_da_image: 0.6789 (0.6686) loss_da_instance: 0.6609 (0.6589) loss_da_consistency: 0.0059 (0.0069) time: 1.1212 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:36:49,267 maskrcnn_benchmark.trainer INFO: eta: 11:12:10 iter: 34160 loss: 1.4564 (1.5406) loss_classifier: 0.0483 (0.0791) loss_box_reg: 0.0574 (0.0886) loss_objectness: 0.0059 (0.0230) loss_rpn_box_reg: 0.0070 (0.0155) loss_da_image: 0.6663 (0.6686) loss_da_instance: 0.6530 (0.6589) loss_da_consistency: 0.0051 (0.0069) time: 1.1208 (1.1253) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:37:11,712 maskrcnn_benchmark.trainer INFO: eta: 11:11:48 iter: 34180 loss: 1.4479 (1.5406) loss_classifier: 0.0431 (0.0791) loss_box_reg: 0.0378 (0.0886) loss_objectness: 0.0073 (0.0229) loss_rpn_box_reg: 0.0062 (0.0155) loss_da_image: 0.6751 (0.6686) loss_da_instance: 0.6623 (0.6589) loss_da_consistency: 0.0054 (0.0069) time: 1.1215 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:37:34,164 maskrcnn_benchmark.trainer INFO: eta: 11:11:25 iter: 34200 loss: 1.4695 (1.5405) loss_classifier: 0.0366 (0.0791) loss_box_reg: 0.0455 (0.0886) loss_objectness: 0.0064 (0.0229) loss_rpn_box_reg: 0.0095 (0.0155) loss_da_image: 0.6680 (0.6686) loss_da_instance: 0.6617 (0.6589) loss_da_consistency: 0.0056 (0.0069) time: 1.1231 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:37:56,574 maskrcnn_benchmark.trainer INFO: eta: 11:11:03 iter: 34220 loss: 1.4802 (1.5405) loss_classifier: 0.0434 (0.0791) loss_box_reg: 0.0630 (0.0886) loss_objectness: 0.0058 (0.0229) loss_rpn_box_reg: 0.0061 (0.0155) loss_da_image: 0.6733 (0.6686) loss_da_instance: 0.6593 (0.6589) loss_da_consistency: 0.0054 (0.0069) time: 1.1195 (1.1253) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:38:19,019 maskrcnn_benchmark.trainer INFO: eta: 11:10:40 iter: 34240 loss: 1.4604 (1.5405) loss_classifier: 0.0536 (0.0791) loss_box_reg: 0.0569 (0.0886) loss_objectness: 0.0087 (0.0229) loss_rpn_box_reg: 0.0063 (0.0155) loss_da_image: 0.6810 (0.6686) loss_da_instance: 0.6547 (0.6589) loss_da_consistency: 0.0063 (0.0069) time: 1.1217 (1.1253) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:38:41,451 maskrcnn_benchmark.trainer INFO: eta: 11:10:17 iter: 34260 loss: 1.5189 (1.5405) loss_classifier: 0.0656 (0.0791) loss_box_reg: 0.0835 (0.0886) loss_objectness: 0.0126 (0.0229) loss_rpn_box_reg: 0.0110 (0.0155) loss_da_image: 0.6765 (0.6686) loss_da_instance: 0.6594 (0.6589) loss_da_consistency: 0.0058 (0.0069) time: 1.1221 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:39:03,906 maskrcnn_benchmark.trainer INFO: eta: 11:09:55 iter: 34280 loss: 1.4641 (1.5404) loss_classifier: 0.0411 (0.0791) loss_box_reg: 0.0591 (0.0886) loss_objectness: 0.0053 (0.0229) loss_rpn_box_reg: 0.0070 (0.0155) loss_da_image: 0.6779 (0.6686) loss_da_instance: 0.6666 (0.6589) loss_da_consistency: 0.0050 (0.0069) time: 1.1230 (1.1253) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:39:26,433 maskrcnn_benchmark.trainer INFO: eta: 11:09:32 iter: 34300 loss: 1.4698 (1.5404) loss_classifier: 0.0547 (0.0791) loss_box_reg: 0.0764 (0.0886) loss_objectness: 0.0081 (0.0229) loss_rpn_box_reg: 0.0066 (0.0155) loss_da_image: 0.6675 (0.6686) loss_da_instance: 0.6615 (0.6589) loss_da_consistency: 0.0064 (0.0069) time: 1.1276 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:39:48,838 maskrcnn_benchmark.trainer INFO: eta: 11:09:10 iter: 34320 loss: 1.4765 (1.5404) loss_classifier: 0.0498 (0.0790) loss_box_reg: 0.0433 (0.0885) loss_objectness: 0.0076 (0.0229) loss_rpn_box_reg: 0.0048 (0.0155) loss_da_image: 0.6704 (0.6686) loss_da_instance: 0.6682 (0.6589) loss_da_consistency: 0.0051 (0.0069) time: 1.1203 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:40:11,435 maskrcnn_benchmark.trainer INFO: eta: 11:08:47 iter: 34340 loss: 1.4861 (1.5404) loss_classifier: 0.0516 (0.0790) loss_box_reg: 0.0598 (0.0885) loss_objectness: 0.0096 (0.0229) loss_rpn_box_reg: 0.0055 (0.0155) loss_da_image: 0.6713 (0.6686) loss_da_instance: 0.6702 (0.6589) loss_da_consistency: 0.0054 (0.0069) time: 1.1198 (1.1253) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:40:33,923 maskrcnn_benchmark.trainer INFO: eta: 11:08:25 iter: 34360 loss: 1.5515 (1.5404) loss_classifier: 0.0819 (0.0790) loss_box_reg: 0.0975 (0.0886) loss_objectness: 0.0185 (0.0229) loss_rpn_box_reg: 0.0119 (0.0155) loss_da_image: 0.6631 (0.6686) loss_da_instance: 0.6557 (0.6589) loss_da_consistency: 0.0065 (0.0069) time: 1.1256 (1.1253) data: 0.0802 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:40:56,378 maskrcnn_benchmark.trainer INFO: eta: 11:08:02 iter: 34380 loss: 1.4802 (1.5404) loss_classifier: 0.0530 (0.0790) loss_box_reg: 0.0650 (0.0885) loss_objectness: 0.0070 (0.0229) loss_rpn_box_reg: 0.0075 (0.0155) loss_da_image: 0.6738 (0.6686) loss_da_instance: 0.6617 (0.6589) loss_da_consistency: 0.0058 (0.0069) time: 1.1208 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:41:18,705 maskrcnn_benchmark.trainer INFO: eta: 11:07:40 iter: 34400 loss: 1.4697 (1.5404) loss_classifier: 0.0425 (0.0790) loss_box_reg: 0.0568 (0.0885) loss_objectness: 0.0099 (0.0229) loss_rpn_box_reg: 0.0076 (0.0155) loss_da_image: 0.6823 (0.6687) loss_da_instance: 0.6643 (0.6589) loss_da_consistency: 0.0062 (0.0069) time: 1.1157 (1.1253) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:41:41,167 maskrcnn_benchmark.trainer INFO: eta: 11:07:17 iter: 34420 loss: 1.4807 (1.5404) loss_classifier: 0.0520 (0.0790) loss_box_reg: 0.0574 (0.0885) loss_objectness: 0.0118 (0.0229) loss_rpn_box_reg: 0.0058 (0.0155) loss_da_image: 0.6772 (0.6687) loss_da_instance: 0.6640 (0.6589) loss_da_consistency: 0.0051 (0.0069) time: 1.1202 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:42:03,976 maskrcnn_benchmark.trainer INFO: eta: 11:06:55 iter: 34440 loss: 1.5013 (1.5403) loss_classifier: 0.0642 (0.0790) loss_box_reg: 0.0670 (0.0885) loss_objectness: 0.0124 (0.0229) loss_rpn_box_reg: 0.0071 (0.0155) loss_da_image: 0.6721 (0.6687) loss_da_instance: 0.6631 (0.6589) loss_da_consistency: 0.0057 (0.0069) time: 1.1261 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:42:26,458 maskrcnn_benchmark.trainer INFO: eta: 11:06:32 iter: 34460 loss: 1.5173 (1.5403) loss_classifier: 0.0560 (0.0790) loss_box_reg: 0.0795 (0.0885) loss_objectness: 0.0136 (0.0229) loss_rpn_box_reg: 0.0078 (0.0155) loss_da_image: 0.6707 (0.6687) loss_da_instance: 0.6609 (0.6589) loss_da_consistency: 0.0053 (0.0069) time: 1.1225 (1.1253) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:42:48,938 maskrcnn_benchmark.trainer INFO: eta: 11:06:10 iter: 34480 loss: 1.4558 (1.5403) loss_classifier: 0.0461 (0.0790) loss_box_reg: 0.0512 (0.0885) loss_objectness: 0.0058 (0.0229) loss_rpn_box_reg: 0.0060 (0.0155) loss_da_image: 0.6717 (0.6687) loss_da_instance: 0.6583 (0.6589) loss_da_consistency: 0.0057 (0.0069) time: 1.1232 (1.1253) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:43:11,466 maskrcnn_benchmark.trainer INFO: eta: 11:05:47 iter: 34500 loss: 1.4794 (1.5403) loss_classifier: 0.0344 (0.0790) loss_box_reg: 0.0538 (0.0885) loss_objectness: 0.0094 (0.0229) loss_rpn_box_reg: 0.0063 (0.0155) loss_da_image: 0.6810 (0.6687) loss_da_instance: 0.6712 (0.6589) loss_da_consistency: 0.0052 (0.0069) time: 1.1249 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:43:33,955 maskrcnn_benchmark.trainer INFO: eta: 11:05:25 iter: 34520 loss: 1.4734 (1.5403) loss_classifier: 0.0568 (0.0790) loss_box_reg: 0.0463 (0.0885) loss_objectness: 0.0102 (0.0229) loss_rpn_box_reg: 0.0078 (0.0155) loss_da_image: 0.6796 (0.6687) loss_da_instance: 0.6646 (0.6589) loss_da_consistency: 0.0052 (0.0069) time: 1.1219 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:43:56,290 maskrcnn_benchmark.trainer INFO: eta: 11:05:02 iter: 34540 loss: 1.4763 (1.5402) loss_classifier: 0.0480 (0.0789) loss_box_reg: 0.0572 (0.0885) loss_objectness: 0.0069 (0.0229) loss_rpn_box_reg: 0.0061 (0.0155) loss_da_image: 0.6636 (0.6687) loss_da_instance: 0.6634 (0.6589) loss_da_consistency: 0.0057 (0.0069) time: 1.1165 (1.1253) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:44:18,768 maskrcnn_benchmark.trainer INFO: eta: 11:04:40 iter: 34560 loss: 1.5311 (1.5402) loss_classifier: 0.0688 (0.0789) loss_box_reg: 0.0752 (0.0885) loss_objectness: 0.0097 (0.0229) loss_rpn_box_reg: 0.0115 (0.0155) loss_da_image: 0.6662 (0.6687) loss_da_instance: 0.6490 (0.6589) loss_da_consistency: 0.0056 (0.0069) time: 1.1224 (1.1253) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:44:41,402 maskrcnn_benchmark.trainer INFO: eta: 11:04:17 iter: 34580 loss: 1.4722 (1.5402) loss_classifier: 0.0684 (0.0789) loss_box_reg: 0.0537 (0.0885) loss_objectness: 0.0106 (0.0229) loss_rpn_box_reg: 0.0097 (0.0155) loss_da_image: 0.6717 (0.6687) loss_da_instance: 0.6679 (0.6589) loss_da_consistency: 0.0062 (0.0069) time: 1.1210 (1.1253) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:45:03,943 maskrcnn_benchmark.trainer INFO: eta: 11:03:55 iter: 34600 loss: 1.5449 (1.5402) loss_classifier: 0.0816 (0.0790) loss_box_reg: 0.0784 (0.0885) loss_objectness: 0.0128 (0.0229) loss_rpn_box_reg: 0.0104 (0.0155) loss_da_image: 0.6782 (0.6687) loss_da_instance: 0.6601 (0.6589) loss_da_consistency: 0.0073 (0.0069) time: 1.1238 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:45:26,711 maskrcnn_benchmark.trainer INFO: eta: 11:03:33 iter: 34620 loss: 1.5197 (1.5402) loss_classifier: 0.0657 (0.0790) loss_box_reg: 0.0715 (0.0885) loss_objectness: 0.0111 (0.0229) loss_rpn_box_reg: 0.0097 (0.0155) loss_da_image: 0.6825 (0.6687) loss_da_instance: 0.6595 (0.6589) loss_da_consistency: 0.0065 (0.0069) time: 1.1247 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:45:49,162 maskrcnn_benchmark.trainer INFO: eta: 11:03:10 iter: 34640 loss: 1.4764 (1.5402) loss_classifier: 0.0469 (0.0789) loss_box_reg: 0.0672 (0.0884) loss_objectness: 0.0138 (0.0229) loss_rpn_box_reg: 0.0063 (0.0155) loss_da_image: 0.6819 (0.6687) loss_da_instance: 0.6630 (0.6589) loss_da_consistency: 0.0046 (0.0069) time: 1.1220 (1.1253) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:46:11,685 maskrcnn_benchmark.trainer INFO: eta: 11:02:47 iter: 34660 loss: 1.4989 (1.5402) loss_classifier: 0.0641 (0.0789) loss_box_reg: 0.0632 (0.0884) loss_objectness: 0.0104 (0.0229) loss_rpn_box_reg: 0.0127 (0.0155) loss_da_image: 0.6782 (0.6687) loss_da_instance: 0.6695 (0.6590) loss_da_consistency: 0.0050 (0.0069) time: 1.1245 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:46:34,055 maskrcnn_benchmark.trainer INFO: eta: 11:02:25 iter: 34680 loss: 1.4486 (1.5402) loss_classifier: 0.0333 (0.0789) loss_box_reg: 0.0527 (0.0884) loss_objectness: 0.0046 (0.0228) loss_rpn_box_reg: 0.0048 (0.0155) loss_da_image: 0.6767 (0.6687) loss_da_instance: 0.6701 (0.6590) loss_da_consistency: 0.0041 (0.0069) time: 1.1177 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:46:56,456 maskrcnn_benchmark.trainer INFO: eta: 11:02:02 iter: 34700 loss: 1.4817 (1.5401) loss_classifier: 0.0568 (0.0789) loss_box_reg: 0.0663 (0.0884) loss_objectness: 0.0075 (0.0228) loss_rpn_box_reg: 0.0071 (0.0154) loss_da_image: 0.6753 (0.6687) loss_da_instance: 0.6677 (0.6590) loss_da_consistency: 0.0054 (0.0069) time: 1.1191 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:47:18,882 maskrcnn_benchmark.trainer INFO: eta: 11:01:40 iter: 34720 loss: 1.5416 (1.5401) loss_classifier: 0.0679 (0.0789) loss_box_reg: 0.0807 (0.0884) loss_objectness: 0.0175 (0.0228) loss_rpn_box_reg: 0.0106 (0.0154) loss_da_image: 0.6764 (0.6687) loss_da_instance: 0.6663 (0.6590) loss_da_consistency: 0.0055 (0.0069) time: 1.1199 (1.1253) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:47:41,286 maskrcnn_benchmark.trainer INFO: eta: 11:01:17 iter: 34740 loss: 1.4628 (1.5401) loss_classifier: 0.0453 (0.0789) loss_box_reg: 0.0546 (0.0884) loss_objectness: 0.0052 (0.0228) loss_rpn_box_reg: 0.0068 (0.0154) loss_da_image: 0.6757 (0.6687) loss_da_instance: 0.6618 (0.6590) loss_da_consistency: 0.0050 (0.0069) time: 1.1182 (1.1253) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:48:03,681 maskrcnn_benchmark.trainer INFO: eta: 11:00:54 iter: 34760 loss: 1.4853 (1.5401) loss_classifier: 0.0573 (0.0789) loss_box_reg: 0.0659 (0.0884) loss_objectness: 0.0107 (0.0228) loss_rpn_box_reg: 0.0080 (0.0154) loss_da_image: 0.6762 (0.6687) loss_da_instance: 0.6639 (0.6590) loss_da_consistency: 0.0049 (0.0069) time: 1.1203 (1.1253) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:48:26,266 maskrcnn_benchmark.trainer INFO: eta: 11:00:32 iter: 34780 loss: 1.4769 (1.5401) loss_classifier: 0.0472 (0.0789) loss_box_reg: 0.0480 (0.0884) loss_objectness: 0.0079 (0.0228) loss_rpn_box_reg: 0.0068 (0.0154) loss_da_image: 0.6765 (0.6687) loss_da_instance: 0.6668 (0.6590) loss_da_consistency: 0.0045 (0.0069) time: 1.1198 (1.1253) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:48:48,711 maskrcnn_benchmark.trainer INFO: eta: 11:00:09 iter: 34800 loss: 1.4482 (1.5400) loss_classifier: 0.0541 (0.0788) loss_box_reg: 0.0425 (0.0883) loss_objectness: 0.0118 (0.0228) loss_rpn_box_reg: 0.0089 (0.0154) loss_da_image: 0.6718 (0.6687) loss_da_instance: 0.6645 (0.6590) loss_da_consistency: 0.0054 (0.0069) time: 1.1225 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:49:11,188 maskrcnn_benchmark.trainer INFO: eta: 10:59:47 iter: 34820 loss: 1.4785 (1.5400) loss_classifier: 0.0536 (0.0788) loss_box_reg: 0.0604 (0.0883) loss_objectness: 0.0082 (0.0228) loss_rpn_box_reg: 0.0058 (0.0154) loss_da_image: 0.6741 (0.6687) loss_da_instance: 0.6596 (0.6590) loss_da_consistency: 0.0057 (0.0069) time: 1.1239 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:49:33,967 maskrcnn_benchmark.trainer INFO: eta: 10:59:25 iter: 34840 loss: 1.4769 (1.5400) loss_classifier: 0.0440 (0.0788) loss_box_reg: 0.0603 (0.0883) loss_objectness: 0.0106 (0.0228) loss_rpn_box_reg: 0.0068 (0.0154) loss_da_image: 0.6769 (0.6687) loss_da_instance: 0.6622 (0.6590) loss_da_consistency: 0.0056 (0.0069) time: 1.1340 (1.1253) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:49:56,494 maskrcnn_benchmark.trainer INFO: eta: 10:59:02 iter: 34860 loss: 1.4761 (1.5399) loss_classifier: 0.0483 (0.0788) loss_box_reg: 0.0575 (0.0883) loss_objectness: 0.0079 (0.0228) loss_rpn_box_reg: 0.0083 (0.0154) loss_da_image: 0.6784 (0.6687) loss_da_instance: 0.6633 (0.6590) loss_da_consistency: 0.0056 (0.0069) time: 1.1249 (1.1253) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:50:18,889 maskrcnn_benchmark.trainer INFO: eta: 10:58:40 iter: 34880 loss: 1.4820 (1.5399) loss_classifier: 0.0541 (0.0788) loss_box_reg: 0.0704 (0.0883) loss_objectness: 0.0062 (0.0228) loss_rpn_box_reg: 0.0092 (0.0154) loss_da_image: 0.6765 (0.6688) loss_da_instance: 0.6690 (0.6590) loss_da_consistency: 0.0049 (0.0069) time: 1.1207 (1.1253) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:50:41,372 maskrcnn_benchmark.trainer INFO: eta: 10:58:17 iter: 34900 loss: 1.5153 (1.5399) loss_classifier: 0.0597 (0.0788) loss_box_reg: 0.0709 (0.0883) loss_objectness: 0.0102 (0.0228) loss_rpn_box_reg: 0.0111 (0.0154) loss_da_image: 0.6694 (0.6688) loss_da_instance: 0.6569 (0.6590) loss_da_consistency: 0.0049 (0.0069) time: 1.1251 (1.1253) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:51:03,841 maskrcnn_benchmark.trainer INFO: eta: 10:57:54 iter: 34920 loss: 1.4912 (1.5399) loss_classifier: 0.0517 (0.0788) loss_box_reg: 0.0609 (0.0883) loss_objectness: 0.0083 (0.0228) loss_rpn_box_reg: 0.0052 (0.0154) loss_da_image: 0.6768 (0.6688) loss_da_instance: 0.6626 (0.6590) loss_da_consistency: 0.0052 (0.0069) time: 1.1224 (1.1253) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:51:26,402 maskrcnn_benchmark.trainer INFO: eta: 10:57:32 iter: 34940 loss: 1.4920 (1.5399) loss_classifier: 0.0475 (0.0788) loss_box_reg: 0.0699 (0.0883) loss_objectness: 0.0075 (0.0228) loss_rpn_box_reg: 0.0066 (0.0154) loss_da_image: 0.6689 (0.6688) loss_da_instance: 0.6689 (0.6590) loss_da_consistency: 0.0052 (0.0068) time: 1.1271 (1.1253) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:51:48,872 maskrcnn_benchmark.trainer INFO: eta: 10:57:10 iter: 34960 loss: 1.5144 (1.5398) loss_classifier: 0.0641 (0.0788) loss_box_reg: 0.0644 (0.0883) loss_objectness: 0.0136 (0.0228) loss_rpn_box_reg: 0.0088 (0.0154) loss_da_image: 0.6821 (0.6688) loss_da_instance: 0.6627 (0.6590) loss_da_consistency: 0.0050 (0.0068) time: 1.1203 (1.1253) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:52:11,331 maskrcnn_benchmark.trainer INFO: eta: 10:56:47 iter: 34980 loss: 1.4611 (1.5398) loss_classifier: 0.0487 (0.0788) loss_box_reg: 0.0670 (0.0882) loss_objectness: 0.0095 (0.0228) loss_rpn_box_reg: 0.0055 (0.0154) loss_da_image: 0.6793 (0.6688) loss_da_instance: 0.6641 (0.6590) loss_da_consistency: 0.0062 (0.0068) time: 1.1240 (1.1253) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:52:33,820 maskrcnn_benchmark.trainer INFO: eta: 10:56:24 iter: 35000 loss: 1.4417 (1.5398) loss_classifier: 0.0602 (0.0788) loss_box_reg: 0.0752 (0.0882) loss_objectness: 0.0086 (0.0228) loss_rpn_box_reg: 0.0062 (0.0154) loss_da_image: 0.6744 (0.6688) loss_da_instance: 0.6515 (0.6590) loss_da_consistency: 0.0062 (0.0068) time: 1.1226 (1.1253) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:52:33,823 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0035000.pth
2019-10-03 20:52:56,536 maskrcnn_benchmark.trainer INFO: eta: 10:56:02 iter: 35020 loss: 1.4626 (1.5398) loss_classifier: 0.0586 (0.0787) loss_box_reg: 0.0575 (0.0882) loss_objectness: 0.0082 (0.0228) loss_rpn_box_reg: 0.0072 (0.0154) loss_da_image: 0.6778 (0.6688) loss_da_instance: 0.6590 (0.6590) loss_da_consistency: 0.0055 (0.0068) time: 1.1177 (1.1253) data: 0.0761 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:53:18,917 maskrcnn_benchmark.trainer INFO: eta: 10:55:40 iter: 35040 loss: 1.4790 (1.5398) loss_classifier: 0.0353 (0.0787) loss_box_reg: 0.0595 (0.0882) loss_objectness: 0.0067 (0.0227) loss_rpn_box_reg: 0.0073 (0.0154) loss_da_image: 0.6826 (0.6688) loss_da_instance: 0.6586 (0.6590) loss_da_consistency: 0.0057 (0.0068) time: 1.1179 (1.1253) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:53:41,334 maskrcnn_benchmark.trainer INFO: eta: 10:55:17 iter: 35060 loss: 1.4529 (1.5397) loss_classifier: 0.0395 (0.0787) loss_box_reg: 0.0429 (0.0882) loss_objectness: 0.0083 (0.0227) loss_rpn_box_reg: 0.0052 (0.0154) loss_da_image: 0.6795 (0.6688) loss_da_instance: 0.6701 (0.6590) loss_da_consistency: 0.0051 (0.0068) time: 1.1182 (1.1253) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:54:04,463 maskrcnn_benchmark.trainer INFO: eta: 10:54:55 iter: 35080 loss: 1.4617 (1.5397) loss_classifier: 0.0439 (0.0787) loss_box_reg: 0.0452 (0.0882) loss_objectness: 0.0056 (0.0227) loss_rpn_box_reg: 0.0064 (0.0154) loss_da_image: 0.6831 (0.6688) loss_da_instance: 0.6616 (0.6590) loss_da_consistency: 0.0050 (0.0068) time: 1.1221 (1.1253) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:54:26,883 maskrcnn_benchmark.trainer INFO: eta: 10:54:32 iter: 35100 loss: 1.4458 (1.5397) loss_classifier: 0.0492 (0.0787) loss_box_reg: 0.0367 (0.0882) loss_objectness: 0.0066 (0.0227) loss_rpn_box_reg: 0.0052 (0.0154) loss_da_image: 0.6744 (0.6688) loss_da_instance: 0.6669 (0.6590) loss_da_consistency: 0.0058 (0.0068) time: 1.1220 (1.1253) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:54:49,392 maskrcnn_benchmark.trainer INFO: eta: 10:54:10 iter: 35120 loss: 1.5057 (1.5396) loss_classifier: 0.0520 (0.0787) loss_box_reg: 0.0936 (0.0882) loss_objectness: 0.0096 (0.0227) loss_rpn_box_reg: 0.0094 (0.0154) loss_da_image: 0.6766 (0.6688) loss_da_instance: 0.6563 (0.6590) loss_da_consistency: 0.0052 (0.0068) time: 1.1174 (1.1253) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:55:11,780 maskrcnn_benchmark.trainer INFO: eta: 10:53:47 iter: 35140 loss: 1.4560 (1.5396) loss_classifier: 0.0341 (0.0787) loss_box_reg: 0.0568 (0.0881) loss_objectness: 0.0076 (0.0227) loss_rpn_box_reg: 0.0034 (0.0154) loss_da_image: 0.6711 (0.6688) loss_da_instance: 0.6629 (0.6590) loss_da_consistency: 0.0071 (0.0068) time: 1.1200 (1.1253) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:55:34,312 maskrcnn_benchmark.trainer INFO: eta: 10:53:25 iter: 35160 loss: 1.4714 (1.5396) loss_classifier: 0.0379 (0.0786) loss_box_reg: 0.0599 (0.0881) loss_objectness: 0.0066 (0.0227) loss_rpn_box_reg: 0.0050 (0.0154) loss_da_image: 0.6726 (0.6688) loss_da_instance: 0.6583 (0.6590) loss_da_consistency: 0.0056 (0.0068) time: 1.1246 (1.1253) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:55:56,815 maskrcnn_benchmark.trainer INFO: eta: 10:53:02 iter: 35180 loss: 1.4850 (1.5395) loss_classifier: 0.0498 (0.0786) loss_box_reg: 0.0744 (0.0881) loss_objectness: 0.0111 (0.0227) loss_rpn_box_reg: 0.0066 (0.0154) loss_da_image: 0.6726 (0.6688) loss_da_instance: 0.6593 (0.6590) loss_da_consistency: 0.0059 (0.0068) time: 1.1218 (1.1253) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:56:19,291 maskrcnn_benchmark.trainer INFO: eta: 10:52:40 iter: 35200 loss: 1.4461 (1.5395) loss_classifier: 0.0479 (0.0786) loss_box_reg: 0.0495 (0.0881) loss_objectness: 0.0047 (0.0227) loss_rpn_box_reg: 0.0062 (0.0154) loss_da_image: 0.6739 (0.6688) loss_da_instance: 0.6661 (0.6590) loss_da_consistency: 0.0055 (0.0068) time: 1.1236 (1.1253) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:56:41,777 maskrcnn_benchmark.trainer INFO: eta: 10:52:17 iter: 35220 loss: 1.4458 (1.5395) loss_classifier: 0.0444 (0.0786) loss_box_reg: 0.0487 (0.0881) loss_objectness: 0.0069 (0.0227) loss_rpn_box_reg: 0.0091 (0.0154) loss_da_image: 0.6699 (0.6688) loss_da_instance: 0.6515 (0.6590) loss_da_consistency: 0.0064 (0.0068) time: 1.1246 (1.1253) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:57:04,256 maskrcnn_benchmark.trainer INFO: eta: 10:51:55 iter: 35240 loss: 1.5132 (1.5395) loss_classifier: 0.0598 (0.0786) loss_box_reg: 0.0516 (0.0881) loss_objectness: 0.0147 (0.0227) loss_rpn_box_reg: 0.0109 (0.0154) loss_da_image: 0.6737 (0.6688) loss_da_instance: 0.6685 (0.6590) loss_da_consistency: 0.0061 (0.0068) time: 1.1202 (1.1253) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:57:26,676 maskrcnn_benchmark.trainer INFO: eta: 10:51:32 iter: 35260 loss: 1.5099 (1.5395) loss_classifier: 0.0548 (0.0786) loss_box_reg: 0.0664 (0.0881) loss_objectness: 0.0106 (0.0227) loss_rpn_box_reg: 0.0111 (0.0154) loss_da_image: 0.6751 (0.6688) loss_da_instance: 0.6614 (0.6590) loss_da_consistency: 0.0057 (0.0068) time: 1.1204 (1.1253) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:57:49,181 maskrcnn_benchmark.trainer INFO: eta: 10:51:10 iter: 35280 loss: 1.4946 (1.5394) loss_classifier: 0.0494 (0.0786) loss_box_reg: 0.0574 (0.0881) loss_objectness: 0.0097 (0.0227) loss_rpn_box_reg: 0.0058 (0.0154) loss_da_image: 0.6719 (0.6688) loss_da_instance: 0.6687 (0.6591) loss_da_consistency: 0.0055 (0.0068) time: 1.1215 (1.1253) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:58:11,663 maskrcnn_benchmark.trainer INFO: eta: 10:50:47 iter: 35300 loss: 1.4605 (1.5394) loss_classifier: 0.0407 (0.0786) loss_box_reg: 0.0445 (0.0881) loss_objectness: 0.0097 (0.0227) loss_rpn_box_reg: 0.0031 (0.0154) loss_da_image: 0.6760 (0.6688) loss_da_instance: 0.6679 (0.6591) loss_da_consistency: 0.0061 (0.0068) time: 1.1228 (1.1253) data: 0.0758 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:58:34,065 maskrcnn_benchmark.trainer INFO: eta: 10:50:24 iter: 35320 loss: 1.4566 (1.5394) loss_classifier: 0.0385 (0.0785) loss_box_reg: 0.0440 (0.0881) loss_objectness: 0.0045 (0.0227) loss_rpn_box_reg: 0.0031 (0.0154) loss_da_image: 0.6736 (0.6688) loss_da_instance: 0.6721 (0.6591) loss_da_consistency: 0.0059 (0.0068) time: 1.1210 (1.1253) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:58:56,458 maskrcnn_benchmark.trainer INFO: eta: 10:50:02 iter: 35340 loss: 1.4893 (1.5394) loss_classifier: 0.0554 (0.0785) loss_box_reg: 0.0627 (0.0881) loss_objectness: 0.0068 (0.0227) loss_rpn_box_reg: 0.0092 (0.0154) loss_da_image: 0.6756 (0.6688) loss_da_instance: 0.6619 (0.6591) loss_da_consistency: 0.0042 (0.0068) time: 1.1190 (1.1253) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:59:18,922 maskrcnn_benchmark.trainer INFO: eta: 10:49:39 iter: 35360 loss: 1.4850 (1.5393) loss_classifier: 0.0675 (0.0785) loss_box_reg: 0.0863 (0.0881) loss_objectness: 0.0082 (0.0227) loss_rpn_box_reg: 0.0063 (0.0154) loss_da_image: 0.6833 (0.6688) loss_da_instance: 0.6595 (0.6591) loss_da_consistency: 0.0052 (0.0068) time: 1.1232 (1.1253) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 20:59:41,431 maskrcnn_benchmark.trainer INFO: eta: 10:49:17 iter: 35380 loss: 1.4911 (1.5393) loss_classifier: 0.0497 (0.0785) loss_box_reg: 0.0548 (0.0880) loss_objectness: 0.0092 (0.0226) loss_rpn_box_reg: 0.0090 (0.0154) loss_da_image: 0.6859 (0.6689) loss_da_instance: 0.6609 (0.6591) loss_da_consistency: 0.0062 (0.0068) time: 1.1264 (1.1253) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:00:03,858 maskrcnn_benchmark.trainer INFO: eta: 10:48:54 iter: 35400 loss: 1.4602 (1.5393) loss_classifier: 0.0486 (0.0785) loss_box_reg: 0.0614 (0.0880) loss_objectness: 0.0076 (0.0226) loss_rpn_box_reg: 0.0052 (0.0153) loss_da_image: 0.6806 (0.6689) loss_da_instance: 0.6717 (0.6591) loss_da_consistency: 0.0061 (0.0068) time: 1.1224 (1.1253) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:00:26,248 maskrcnn_benchmark.trainer INFO: eta: 10:48:32 iter: 35420 loss: 1.4727 (1.5393) loss_classifier: 0.0576 (0.0785) loss_box_reg: 0.0499 (0.0880) loss_objectness: 0.0101 (0.0226) loss_rpn_box_reg: 0.0075 (0.0153) loss_da_image: 0.6835 (0.6689) loss_da_instance: 0.6677 (0.6591) loss_da_consistency: 0.0043 (0.0068) time: 1.1181 (1.1253) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:00:48,662 maskrcnn_benchmark.trainer INFO: eta: 10:48:09 iter: 35440 loss: 1.5204 (1.5393) loss_classifier: 0.0656 (0.0785) loss_box_reg: 0.0747 (0.0880) loss_objectness: 0.0109 (0.0226) loss_rpn_box_reg: 0.0129 (0.0153) loss_da_image: 0.6729 (0.6689) loss_da_instance: 0.6568 (0.6591) loss_da_consistency: 0.0059 (0.0068) time: 1.1228 (1.1253) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:01:11,129 maskrcnn_benchmark.trainer INFO: eta: 10:47:46 iter: 35460 loss: 1.4823 (1.5393) loss_classifier: 0.0590 (0.0785) loss_box_reg: 0.0489 (0.0880) loss_objectness: 0.0071 (0.0226) loss_rpn_box_reg: 0.0071 (0.0153) loss_da_image: 0.6818 (0.6689) loss_da_instance: 0.6670 (0.6591) loss_da_consistency: 0.0059 (0.0068) time: 1.1224 (1.1253) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:01:33,610 maskrcnn_benchmark.trainer INFO: eta: 10:47:24 iter: 35480 loss: 1.5105 (1.5393) loss_classifier: 0.0565 (0.0785) loss_box_reg: 0.0741 (0.0880) loss_objectness: 0.0096 (0.0226) loss_rpn_box_reg: 0.0061 (0.0153) loss_da_image: 0.6783 (0.6689) loss_da_instance: 0.6718 (0.6591) loss_da_consistency: 0.0052 (0.0068) time: 1.1228 (1.1253) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:01:56,098 maskrcnn_benchmark.trainer INFO: eta: 10:47:01 iter: 35500 loss: 1.4595 (1.5392) loss_classifier: 0.0383 (0.0785) loss_box_reg: 0.0477 (0.0880) loss_objectness: 0.0069 (0.0226) loss_rpn_box_reg: 0.0059 (0.0153) loss_da_image: 0.6796 (0.6689) loss_da_instance: 0.6590 (0.6591) loss_da_consistency: 0.0048 (0.0068) time: 1.1238 (1.1253) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:02:18,520 maskrcnn_benchmark.trainer INFO: eta: 10:46:39 iter: 35520 loss: 1.5125 (1.5392) loss_classifier: 0.0599 (0.0785) loss_box_reg: 0.0696 (0.0880) loss_objectness: 0.0114 (0.0226) loss_rpn_box_reg: 0.0067 (0.0153) loss_da_image: 0.6755 (0.6689) loss_da_instance: 0.6608 (0.6591) loss_da_consistency: 0.0048 (0.0068) time: 1.1201 (1.1253) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:02:40,807 maskrcnn_benchmark.trainer INFO: eta: 10:46:16 iter: 35540 loss: 1.4503 (1.5392) loss_classifier: 0.0455 (0.0784) loss_box_reg: 0.0453 (0.0880) loss_objectness: 0.0081 (0.0226) loss_rpn_box_reg: 0.0059 (0.0153) loss_da_image: 0.6715 (0.6689) loss_da_instance: 0.6689 (0.6591) loss_da_consistency: 0.0049 (0.0068) time: 1.1126 (1.1253) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:03:03,341 maskrcnn_benchmark.trainer INFO: eta: 10:45:54 iter: 35560 loss: 1.4335 (1.5391) loss_classifier: 0.0321 (0.0784) loss_box_reg: 0.0381 (0.0879) loss_objectness: 0.0065 (0.0226) loss_rpn_box_reg: 0.0054 (0.0153) loss_da_image: 0.6750 (0.6689) loss_da_instance: 0.6670 (0.6591) loss_da_consistency: 0.0048 (0.0068) time: 1.1261 (1.1253) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:03:25,823 maskrcnn_benchmark.trainer INFO: eta: 10:45:31 iter: 35580 loss: 1.4807 (1.5391) loss_classifier: 0.0535 (0.0784) loss_box_reg: 0.0679 (0.0879) loss_objectness: 0.0165 (0.0226) loss_rpn_box_reg: 0.0051 (0.0153) loss_da_image: 0.6728 (0.6689) loss_da_instance: 0.6661 (0.6591) loss_da_consistency: 0.0050 (0.0068) time: 1.1235 (1.1253) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:03:48,274 maskrcnn_benchmark.trainer INFO: eta: 10:45:09 iter: 35600 loss: 1.4788 (1.5391) loss_classifier: 0.0462 (0.0784) loss_box_reg: 0.0524 (0.0879) loss_objectness: 0.0090 (0.0226) loss_rpn_box_reg: 0.0073 (0.0153) loss_da_image: 0.6719 (0.6689) loss_da_instance: 0.6599 (0.6591) loss_da_consistency: 0.0050 (0.0068) time: 1.1227 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:04:10,689 maskrcnn_benchmark.trainer INFO: eta: 10:44:46 iter: 35620 loss: 1.4773 (1.5391) loss_classifier: 0.0478 (0.0784) loss_box_reg: 0.0540 (0.0879) loss_objectness: 0.0085 (0.0226) loss_rpn_box_reg: 0.0098 (0.0153) loss_da_image: 0.6814 (0.6689) loss_da_instance: 0.6595 (0.6591) loss_da_consistency: 0.0050 (0.0068) time: 1.1201 (1.1253) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:04:33,139 maskrcnn_benchmark.trainer INFO: eta: 10:44:23 iter: 35640 loss: 1.4824 (1.5391) loss_classifier: 0.0558 (0.0784) loss_box_reg: 0.0648 (0.0879) loss_objectness: 0.0063 (0.0226) loss_rpn_box_reg: 0.0086 (0.0153) loss_da_image: 0.6762 (0.6689) loss_da_instance: 0.6564 (0.6591) loss_da_consistency: 0.0053 (0.0068) time: 1.1196 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:04:56,054 maskrcnn_benchmark.trainer INFO: eta: 10:44:01 iter: 35660 loss: 1.4574 (1.5390) loss_classifier: 0.0426 (0.0784) loss_box_reg: 0.0526 (0.0879) loss_objectness: 0.0054 (0.0226) loss_rpn_box_reg: 0.0064 (0.0153) loss_da_image: 0.6735 (0.6689) loss_da_instance: 0.6637 (0.6591) loss_da_consistency: 0.0053 (0.0068) time: 1.1146 (1.1253) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:05:18,408 maskrcnn_benchmark.trainer INFO: eta: 10:43:39 iter: 35680 loss: 1.4604 (1.5390) loss_classifier: 0.0671 (0.0784) loss_box_reg: 0.0553 (0.0879) loss_objectness: 0.0077 (0.0226) loss_rpn_box_reg: 0.0048 (0.0153) loss_da_image: 0.6755 (0.6689) loss_da_instance: 0.6651 (0.6591) loss_da_consistency: 0.0055 (0.0068) time: 1.1173 (1.1253) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:05:40,977 maskrcnn_benchmark.trainer INFO: eta: 10:43:16 iter: 35700 loss: 1.4854 (1.5390) loss_classifier: 0.0458 (0.0784) loss_box_reg: 0.0631 (0.0879) loss_objectness: 0.0068 (0.0226) loss_rpn_box_reg: 0.0088 (0.0153) loss_da_image: 0.6771 (0.6689) loss_da_instance: 0.6601 (0.6591) loss_da_consistency: 0.0057 (0.0068) time: 1.1286 (1.1253) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:06:03,616 maskrcnn_benchmark.trainer INFO: eta: 10:42:54 iter: 35720 loss: 1.4885 (1.5390) loss_classifier: 0.0370 (0.0783) loss_box_reg: 0.0567 (0.0878) loss_objectness: 0.0088 (0.0226) loss_rpn_box_reg: 0.0070 (0.0153) loss_da_image: 0.6769 (0.6689) loss_da_instance: 0.6647 (0.6591) loss_da_consistency: 0.0050 (0.0068) time: 1.1252 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:06:26,033 maskrcnn_benchmark.trainer INFO: eta: 10:42:31 iter: 35740 loss: 1.4553 (1.5389) loss_classifier: 0.0408 (0.0783) loss_box_reg: 0.0547 (0.0878) loss_objectness: 0.0070 (0.0226) loss_rpn_box_reg: 0.0051 (0.0153) loss_da_image: 0.6815 (0.6689) loss_da_instance: 0.6586 (0.6591) loss_da_consistency: 0.0067 (0.0068) time: 1.1187 (1.1253) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:06:48,634 maskrcnn_benchmark.trainer INFO: eta: 10:42:09 iter: 35760 loss: 1.5370 (1.5389) loss_classifier: 0.0629 (0.0783) loss_box_reg: 0.0842 (0.0878) loss_objectness: 0.0095 (0.0226) loss_rpn_box_reg: 0.0097 (0.0153) loss_da_image: 0.6759 (0.6689) loss_da_instance: 0.6636 (0.6591) loss_da_consistency: 0.0058 (0.0068) time: 1.1245 (1.1253) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:07:11,383 maskrcnn_benchmark.trainer INFO: eta: 10:41:47 iter: 35780 loss: 1.4511 (1.5389) loss_classifier: 0.0479 (0.0783) loss_box_reg: 0.0436 (0.0878) loss_objectness: 0.0064 (0.0226) loss_rpn_box_reg: 0.0056 (0.0153) loss_da_image: 0.6642 (0.6689) loss_da_instance: 0.6688 (0.6591) loss_da_consistency: 0.0058 (0.0068) time: 1.1211 (1.1253) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:07:33,886 maskrcnn_benchmark.trainer INFO: eta: 10:41:24 iter: 35800 loss: 1.5558 (1.5389) loss_classifier: 0.0709 (0.0783) loss_box_reg: 0.0637 (0.0878) loss_objectness: 0.0083 (0.0226) loss_rpn_box_reg: 0.0062 (0.0153) loss_da_image: 0.6620 (0.6689) loss_da_instance: 0.6954 (0.6592) loss_da_consistency: 0.0063 (0.0068) time: 1.1245 (1.1253) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:07:56,546 maskrcnn_benchmark.trainer INFO: eta: 10:41:02 iter: 35820 loss: 1.5806 (1.5390) loss_classifier: 0.0599 (0.0783) loss_box_reg: 0.0562 (0.0878) loss_objectness: 0.0064 (0.0226) loss_rpn_box_reg: 0.0062 (0.0153) loss_da_image: 0.6549 (0.6689) loss_da_instance: 0.7700 (0.6593) loss_da_consistency: 0.0097 (0.0068) time: 1.1285 (1.1253) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:08:19,101 maskrcnn_benchmark.trainer INFO: eta: 10:40:39 iter: 35840 loss: 1.5461 (1.5390) loss_classifier: 0.0486 (0.0783) loss_box_reg: 0.0457 (0.0878) loss_objectness: 0.0116 (0.0226) loss_rpn_box_reg: 0.0034 (0.0153) loss_da_image: 0.6736 (0.6689) loss_da_instance: 0.6925 (0.6593) loss_da_consistency: 0.0073 (0.0068) time: 1.1275 (1.1253) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:08:41,655 maskrcnn_benchmark.trainer INFO: eta: 10:40:17 iter: 35860 loss: 1.4829 (1.5390) loss_classifier: 0.0610 (0.0783) loss_box_reg: 0.0716 (0.0878) loss_objectness: 0.0157 (0.0225) loss_rpn_box_reg: 0.0088 (0.0153) loss_da_image: 0.6544 (0.6689) loss_da_instance: 0.6690 (0.6593) loss_da_consistency: 0.0050 (0.0068) time: 1.1264 (1.1253) data: 0.0807 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:09:04,150 maskrcnn_benchmark.trainer INFO: eta: 10:39:54 iter: 35880 loss: 1.5139 (1.5389) loss_classifier: 0.0597 (0.0783) loss_box_reg: 0.0724 (0.0878) loss_objectness: 0.0100 (0.0225) loss_rpn_box_reg: 0.0073 (0.0153) loss_da_image: 0.6544 (0.6689) loss_da_instance: 0.6744 (0.6593) loss_da_consistency: 0.0048 (0.0068) time: 1.1232 (1.1253) data: 0.0758 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:09:26,622 maskrcnn_benchmark.trainer INFO: eta: 10:39:32 iter: 35900 loss: 1.4752 (1.5389) loss_classifier: 0.0454 (0.0783) loss_box_reg: 0.0740 (0.0878) loss_objectness: 0.0119 (0.0225) loss_rpn_box_reg: 0.0127 (0.0153) loss_da_image: 0.6589 (0.6689) loss_da_instance: 0.6657 (0.6593) loss_da_consistency: 0.0054 (0.0068) time: 1.1196 (1.1253) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:09:49,103 maskrcnn_benchmark.trainer INFO: eta: 10:39:09 iter: 35920 loss: 1.4582 (1.5389) loss_classifier: 0.0413 (0.0783) loss_box_reg: 0.0531 (0.0878) loss_objectness: 0.0090 (0.0225) loss_rpn_box_reg: 0.0071 (0.0153) loss_da_image: 0.6678 (0.6689) loss_da_instance: 0.6648 (0.6593) loss_da_consistency: 0.0055 (0.0068) time: 1.1218 (1.1253) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:10:11,576 maskrcnn_benchmark.trainer INFO: eta: 10:38:47 iter: 35940 loss: 1.5219 (1.5389) loss_classifier: 0.0584 (0.0783) loss_box_reg: 0.0892 (0.0878) loss_objectness: 0.0086 (0.0225) loss_rpn_box_reg: 0.0126 (0.0153) loss_da_image: 0.6635 (0.6689) loss_da_instance: 0.6633 (0.6593) loss_da_consistency: 0.0055 (0.0068) time: 1.1203 (1.1253) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:10:33,926 maskrcnn_benchmark.trainer INFO: eta: 10:38:24 iter: 35960 loss: 1.4639 (1.5389) loss_classifier: 0.0509 (0.0783) loss_box_reg: 0.0579 (0.0878) loss_objectness: 0.0163 (0.0225) loss_rpn_box_reg: 0.0091 (0.0153) loss_da_image: 0.6525 (0.6689) loss_da_instance: 0.6609 (0.6593) loss_da_consistency: 0.0061 (0.0068) time: 1.1157 (1.1253) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:10:56,786 maskrcnn_benchmark.trainer INFO: eta: 10:38:02 iter: 35980 loss: 1.4972 (1.5388) loss_classifier: 0.0422 (0.0782) loss_box_reg: 0.0692 (0.0877) loss_objectness: 0.0081 (0.0225) loss_rpn_box_reg: 0.0079 (0.0153) loss_da_image: 0.6762 (0.6689) loss_da_instance: 0.6734 (0.6593) loss_da_consistency: 0.0057 (0.0068) time: 1.1258 (1.1253) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:11:19,230 maskrcnn_benchmark.trainer INFO: eta: 10:37:39 iter: 36000 loss: 1.4997 (1.5388) loss_classifier: 0.0520 (0.0782) loss_box_reg: 0.0752 (0.0877) loss_objectness: 0.0136 (0.0225) loss_rpn_box_reg: 0.0114 (0.0153) loss_da_image: 0.6752 (0.6689) loss_da_instance: 0.6615 (0.6593) loss_da_consistency: 0.0064 (0.0068) time: 1.1225 (1.1253) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:11:41,634 maskrcnn_benchmark.trainer INFO: eta: 10:37:17 iter: 36020 loss: 1.4764 (1.5388) loss_classifier: 0.0415 (0.0782) loss_box_reg: 0.0612 (0.0877) loss_objectness: 0.0052 (0.0225) loss_rpn_box_reg: 0.0056 (0.0153) loss_da_image: 0.6738 (0.6689) loss_da_instance: 0.6618 (0.6593) loss_da_consistency: 0.0063 (0.0068) time: 1.1201 (1.1253) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:12:04,207 maskrcnn_benchmark.trainer INFO: eta: 10:36:54 iter: 36040 loss: 1.4907 (1.5388) loss_classifier: 0.0493 (0.0782) loss_box_reg: 0.0518 (0.0877) loss_objectness: 0.0124 (0.0225) loss_rpn_box_reg: 0.0056 (0.0153) loss_da_image: 0.6747 (0.6689) loss_da_instance: 0.6781 (0.6593) loss_da_consistency: 0.0044 (0.0068) time: 1.1220 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:12:26,655 maskrcnn_benchmark.trainer INFO: eta: 10:36:32 iter: 36060 loss: 1.4915 (1.5388) loss_classifier: 0.0426 (0.0782) loss_box_reg: 0.0657 (0.0877) loss_objectness: 0.0054 (0.0225) loss_rpn_box_reg: 0.0065 (0.0153) loss_da_image: 0.6773 (0.6689) loss_da_instance: 0.6606 (0.6593) loss_da_consistency: 0.0051 (0.0068) time: 1.1218 (1.1253) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:12:49,161 maskrcnn_benchmark.trainer INFO: eta: 10:36:09 iter: 36080 loss: 1.4378 (1.5387) loss_classifier: 0.0450 (0.0782) loss_box_reg: 0.0546 (0.0877) loss_objectness: 0.0042 (0.0225) loss_rpn_box_reg: 0.0074 (0.0153) loss_da_image: 0.6682 (0.6689) loss_da_instance: 0.6597 (0.6593) loss_da_consistency: 0.0054 (0.0068) time: 1.1227 (1.1253) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:13:11,541 maskrcnn_benchmark.trainer INFO: eta: 10:35:47 iter: 36100 loss: 1.4821 (1.5387) loss_classifier: 0.0527 (0.0782) loss_box_reg: 0.0552 (0.0877) loss_objectness: 0.0097 (0.0225) loss_rpn_box_reg: 0.0054 (0.0153) loss_da_image: 0.6681 (0.6689) loss_da_instance: 0.6632 (0.6593) loss_da_consistency: 0.0056 (0.0068) time: 1.1193 (1.1253) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:13:34,023 maskrcnn_benchmark.trainer INFO: eta: 10:35:24 iter: 36120 loss: 1.4711 (1.5387) loss_classifier: 0.0655 (0.0782) loss_box_reg: 0.0704 (0.0877) loss_objectness: 0.0100 (0.0225) loss_rpn_box_reg: 0.0067 (0.0153) loss_da_image: 0.6683 (0.6689) loss_da_instance: 0.6631 (0.6594) loss_da_consistency: 0.0053 (0.0068) time: 1.1229 (1.1253) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:13:56,427 maskrcnn_benchmark.trainer INFO: eta: 10:35:01 iter: 36140 loss: 1.4686 (1.5387) loss_classifier: 0.0489 (0.0782) loss_box_reg: 0.0522 (0.0877) loss_objectness: 0.0069 (0.0225) loss_rpn_box_reg: 0.0076 (0.0153) loss_da_image: 0.6783 (0.6689) loss_da_instance: 0.6726 (0.6594) loss_da_consistency: 0.0047 (0.0068) time: 1.1189 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:14:18,918 maskrcnn_benchmark.trainer INFO: eta: 10:34:39 iter: 36160 loss: 1.4891 (1.5386) loss_classifier: 0.0424 (0.0781) loss_box_reg: 0.0561 (0.0877) loss_objectness: 0.0129 (0.0225) loss_rpn_box_reg: 0.0067 (0.0153) loss_da_image: 0.6786 (0.6689) loss_da_instance: 0.6666 (0.6594) loss_da_consistency: 0.0052 (0.0068) time: 1.1223 (1.1253) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:14:41,333 maskrcnn_benchmark.trainer INFO: eta: 10:34:16 iter: 36180 loss: 1.5508 (1.5386) loss_classifier: 0.0748 (0.0781) loss_box_reg: 0.0909 (0.0877) loss_objectness: 0.0153 (0.0225) loss_rpn_box_reg: 0.0102 (0.0153) loss_da_image: 0.6714 (0.6689) loss_da_instance: 0.6552 (0.6594) loss_da_consistency: 0.0068 (0.0068) time: 1.1194 (1.1253) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:15:03,767 maskrcnn_benchmark.trainer INFO: eta: 10:33:54 iter: 36200 loss: 1.5188 (1.5386) loss_classifier: 0.0524 (0.0781) loss_box_reg: 0.0795 (0.0877) loss_objectness: 0.0164 (0.0225) loss_rpn_box_reg: 0.0164 (0.0153) loss_da_image: 0.6751 (0.6689) loss_da_instance: 0.6656 (0.6594) loss_da_consistency: 0.0055 (0.0068) time: 1.1215 (1.1253) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:15:26,127 maskrcnn_benchmark.trainer INFO: eta: 10:33:31 iter: 36220 loss: 1.4802 (1.5386) loss_classifier: 0.0533 (0.0781) loss_box_reg: 0.0566 (0.0876) loss_objectness: 0.0125 (0.0225) loss_rpn_box_reg: 0.0059 (0.0153) loss_da_image: 0.6738 (0.6689) loss_da_instance: 0.6746 (0.6594) loss_da_consistency: 0.0047 (0.0068) time: 1.1178 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:15:48,595 maskrcnn_benchmark.trainer INFO: eta: 10:33:09 iter: 36240 loss: 1.5316 (1.5386) loss_classifier: 0.0740 (0.0781) loss_box_reg: 0.0796 (0.0876) loss_objectness: 0.0147 (0.0225) loss_rpn_box_reg: 0.0108 (0.0153) loss_da_image: 0.6702 (0.6689) loss_da_instance: 0.6699 (0.6594) loss_da_consistency: 0.0041 (0.0068) time: 1.1227 (1.1253) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:16:10,984 maskrcnn_benchmark.trainer INFO: eta: 10:32:46 iter: 36260 loss: 1.4549 (1.5386) loss_classifier: 0.0572 (0.0781) loss_box_reg: 0.0516 (0.0876) loss_objectness: 0.0077 (0.0225) loss_rpn_box_reg: 0.0113 (0.0153) loss_da_image: 0.6678 (0.6689) loss_da_instance: 0.6687 (0.6594) loss_da_consistency: 0.0051 (0.0068) time: 1.1192 (1.1253) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:16:33,341 maskrcnn_benchmark.trainer INFO: eta: 10:32:23 iter: 36280 loss: 1.5345 (1.5386) loss_classifier: 0.0783 (0.0781) loss_box_reg: 0.0864 (0.0876) loss_objectness: 0.0062 (0.0225) loss_rpn_box_reg: 0.0093 (0.0153) loss_da_image: 0.6745 (0.6689) loss_da_instance: 0.6607 (0.6594) loss_da_consistency: 0.0050 (0.0068) time: 1.1183 (1.1253) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:16:55,685 maskrcnn_benchmark.trainer INFO: eta: 10:32:01 iter: 36300 loss: 1.4804 (1.5386) loss_classifier: 0.0505 (0.0781) loss_box_reg: 0.0630 (0.0876) loss_objectness: 0.0098 (0.0224) loss_rpn_box_reg: 0.0089 (0.0152) loss_da_image: 0.6795 (0.6690) loss_da_instance: 0.6662 (0.6594) loss_da_consistency: 0.0043 (0.0068) time: 1.1176 (1.1253) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:17:18,083 maskrcnn_benchmark.trainer INFO: eta: 10:31:38 iter: 36320 loss: 1.4800 (1.5386) loss_classifier: 0.0569 (0.0781) loss_box_reg: 0.0578 (0.0876) loss_objectness: 0.0107 (0.0224) loss_rpn_box_reg: 0.0099 (0.0152) loss_da_image: 0.6728 (0.6690) loss_da_instance: 0.6736 (0.6594) loss_da_consistency: 0.0067 (0.0068) time: 1.1189 (1.1253) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:17:40,465 maskrcnn_benchmark.trainer INFO: eta: 10:31:15 iter: 36340 loss: 1.5177 (1.5386) loss_classifier: 0.0620 (0.0781) loss_box_reg: 0.0610 (0.0876) loss_objectness: 0.0098 (0.0224) loss_rpn_box_reg: 0.0058 (0.0152) loss_da_image: 0.6785 (0.6690) loss_da_instance: 0.6703 (0.6594) loss_da_consistency: 0.0047 (0.0068) time: 1.1208 (1.1252) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:18:02,875 maskrcnn_benchmark.trainer INFO: eta: 10:30:53 iter: 36360 loss: 1.4287 (1.5385) loss_classifier: 0.0420 (0.0781) loss_box_reg: 0.0501 (0.0876) loss_objectness: 0.0059 (0.0224) loss_rpn_box_reg: 0.0038 (0.0152) loss_da_image: 0.6800 (0.6690) loss_da_instance: 0.6669 (0.6594) loss_da_consistency: 0.0044 (0.0068) time: 1.1193 (1.1252) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:18:25,380 maskrcnn_benchmark.trainer INFO: eta: 10:30:30 iter: 36380 loss: 1.4298 (1.5385) loss_classifier: 0.0324 (0.0781) loss_box_reg: 0.0556 (0.0876) loss_objectness: 0.0039 (0.0224) loss_rpn_box_reg: 0.0043 (0.0152) loss_da_image: 0.6690 (0.6690) loss_da_instance: 0.6684 (0.6594) loss_da_consistency: 0.0051 (0.0068) time: 1.1212 (1.1252) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:18:47,819 maskrcnn_benchmark.trainer INFO: eta: 10:30:08 iter: 36400 loss: 1.4926 (1.5385) loss_classifier: 0.0596 (0.0781) loss_box_reg: 0.0713 (0.0876) loss_objectness: 0.0144 (0.0224) loss_rpn_box_reg: 0.0117 (0.0152) loss_da_image: 0.6682 (0.6690) loss_da_instance: 0.6607 (0.6594) loss_da_consistency: 0.0057 (0.0068) time: 1.1217 (1.1252) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:19:10,165 maskrcnn_benchmark.trainer INFO: eta: 10:29:45 iter: 36420 loss: 1.4693 (1.5384) loss_classifier: 0.0506 (0.0781) loss_box_reg: 0.0429 (0.0876) loss_objectness: 0.0085 (0.0224) loss_rpn_box_reg: 0.0055 (0.0152) loss_da_image: 0.6657 (0.6690) loss_da_instance: 0.6655 (0.6594) loss_da_consistency: 0.0051 (0.0068) time: 1.1174 (1.1252) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:19:32,669 maskrcnn_benchmark.trainer INFO: eta: 10:29:23 iter: 36440 loss: 1.4663 (1.5384) loss_classifier: 0.0512 (0.0780) loss_box_reg: 0.0477 (0.0875) loss_objectness: 0.0066 (0.0224) loss_rpn_box_reg: 0.0063 (0.0152) loss_da_image: 0.6664 (0.6690) loss_da_instance: 0.6662 (0.6594) loss_da_consistency: 0.0062 (0.0068) time: 1.1225 (1.1252) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:19:55,774 maskrcnn_benchmark.trainer INFO: eta: 10:29:01 iter: 36460 loss: 1.4733 (1.5384) loss_classifier: 0.0644 (0.0780) loss_box_reg: 0.0561 (0.0875) loss_objectness: 0.0069 (0.0224) loss_rpn_box_reg: 0.0047 (0.0152) loss_da_image: 0.6730 (0.6690) loss_da_instance: 0.6619 (0.6594) loss_da_consistency: 0.0057 (0.0068) time: 1.1322 (1.1253) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:20:18,175 maskrcnn_benchmark.trainer INFO: eta: 10:28:38 iter: 36480 loss: 1.4908 (1.5384) loss_classifier: 0.0521 (0.0780) loss_box_reg: 0.0702 (0.0875) loss_objectness: 0.0059 (0.0224) loss_rpn_box_reg: 0.0096 (0.0152) loss_da_image: 0.6658 (0.6690) loss_da_instance: 0.6675 (0.6594) loss_da_consistency: 0.0063 (0.0068) time: 1.1212 (1.1253) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:20:40,493 maskrcnn_benchmark.trainer INFO: eta: 10:28:15 iter: 36500 loss: 1.4464 (1.5383) loss_classifier: 0.0348 (0.0780) loss_box_reg: 0.0351 (0.0875) loss_objectness: 0.0100 (0.0224) loss_rpn_box_reg: 0.0073 (0.0152) loss_da_image: 0.6798 (0.6690) loss_da_instance: 0.6724 (0.6594) loss_da_consistency: 0.0046 (0.0068) time: 1.1120 (1.1252) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:21:02,919 maskrcnn_benchmark.trainer INFO: eta: 10:27:53 iter: 36520 loss: 1.4589 (1.5383) loss_classifier: 0.0309 (0.0780) loss_box_reg: 0.0459 (0.0875) loss_objectness: 0.0072 (0.0224) loss_rpn_box_reg: 0.0062 (0.0152) loss_da_image: 0.6723 (0.6690) loss_da_instance: 0.6689 (0.6594) loss_da_consistency: 0.0056 (0.0068) time: 1.1209 (1.1252) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:21:25,285 maskrcnn_benchmark.trainer INFO: eta: 10:27:30 iter: 36540 loss: 1.4692 (1.5383) loss_classifier: 0.0515 (0.0780) loss_box_reg: 0.0457 (0.0875) loss_objectness: 0.0069 (0.0224) loss_rpn_box_reg: 0.0067 (0.0152) loss_da_image: 0.6733 (0.6690) loss_da_instance: 0.6644 (0.6594) loss_da_consistency: 0.0055 (0.0068) time: 1.1163 (1.1252) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:21:47,654 maskrcnn_benchmark.trainer INFO: eta: 10:27:08 iter: 36560 loss: 1.4815 (1.5382) loss_classifier: 0.0528 (0.0780) loss_box_reg: 0.0693 (0.0875) loss_objectness: 0.0101 (0.0224) loss_rpn_box_reg: 0.0080 (0.0152) loss_da_image: 0.6704 (0.6690) loss_da_instance: 0.6578 (0.6594) loss_da_consistency: 0.0060 (0.0068) time: 1.1162 (1.1252) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:22:10,096 maskrcnn_benchmark.trainer INFO: eta: 10:26:45 iter: 36580 loss: 1.4664 (1.5382) loss_classifier: 0.0464 (0.0780) loss_box_reg: 0.0554 (0.0875) loss_objectness: 0.0055 (0.0224) loss_rpn_box_reg: 0.0035 (0.0152) loss_da_image: 0.6788 (0.6690) loss_da_instance: 0.6676 (0.6594) loss_da_consistency: 0.0050 (0.0068) time: 1.1222 (1.1252) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:22:32,501 maskrcnn_benchmark.trainer INFO: eta: 10:26:22 iter: 36600 loss: 1.5210 (1.5382) loss_classifier: 0.0572 (0.0779) loss_box_reg: 0.0611 (0.0875) loss_objectness: 0.0088 (0.0224) loss_rpn_box_reg: 0.0082 (0.0152) loss_da_image: 0.6776 (0.6690) loss_da_instance: 0.6590 (0.6594) loss_da_consistency: 0.0051 (0.0068) time: 1.1180 (1.1252) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:22:54,884 maskrcnn_benchmark.trainer INFO: eta: 10:26:00 iter: 36620 loss: 1.4968 (1.5382) loss_classifier: 0.0525 (0.0779) loss_box_reg: 0.0530 (0.0875) loss_objectness: 0.0072 (0.0224) loss_rpn_box_reg: 0.0050 (0.0152) loss_da_image: 0.6800 (0.6690) loss_da_instance: 0.6616 (0.6594) loss_da_consistency: 0.0064 (0.0068) time: 1.1157 (1.1252) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:23:17,331 maskrcnn_benchmark.trainer INFO: eta: 10:25:37 iter: 36640 loss: 1.4834 (1.5382) loss_classifier: 0.0489 (0.0779) loss_box_reg: 0.0530 (0.0874) loss_objectness: 0.0118 (0.0224) loss_rpn_box_reg: 0.0126 (0.0152) loss_da_image: 0.6787 (0.6690) loss_da_instance: 0.6612 (0.6594) loss_da_consistency: 0.0052 (0.0068) time: 1.1222 (1.1252) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:23:39,612 maskrcnn_benchmark.trainer INFO: eta: 10:25:14 iter: 36660 loss: 1.4535 (1.5381) loss_classifier: 0.0526 (0.0779) loss_box_reg: 0.0469 (0.0874) loss_objectness: 0.0088 (0.0224) loss_rpn_box_reg: 0.0054 (0.0152) loss_da_image: 0.6762 (0.6690) loss_da_instance: 0.6700 (0.6595) loss_da_consistency: 0.0039 (0.0068) time: 1.1126 (1.1252) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:24:02,015 maskrcnn_benchmark.trainer INFO: eta: 10:24:52 iter: 36680 loss: 1.5308 (1.5381) loss_classifier: 0.0632 (0.0779) loss_box_reg: 0.0708 (0.0874) loss_objectness: 0.0140 (0.0223) loss_rpn_box_reg: 0.0113 (0.0152) loss_da_image: 0.6740 (0.6690) loss_da_instance: 0.6559 (0.6595) loss_da_consistency: 0.0052 (0.0068) time: 1.1162 (1.1252) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:24:24,507 maskrcnn_benchmark.trainer INFO: eta: 10:24:29 iter: 36700 loss: 1.4935 (1.5381) loss_classifier: 0.0596 (0.0779) loss_box_reg: 0.0667 (0.0874) loss_objectness: 0.0074 (0.0223) loss_rpn_box_reg: 0.0088 (0.0152) loss_da_image: 0.6752 (0.6690) loss_da_instance: 0.6632 (0.6595) loss_da_consistency: 0.0054 (0.0068) time: 1.1145 (1.1252) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:24:46,881 maskrcnn_benchmark.trainer INFO: eta: 10:24:07 iter: 36720 loss: 1.4791 (1.5381) loss_classifier: 0.0431 (0.0779) loss_box_reg: 0.0420 (0.0874) loss_objectness: 0.0064 (0.0223) loss_rpn_box_reg: 0.0060 (0.0152) loss_da_image: 0.6793 (0.6690) loss_da_instance: 0.6684 (0.6595) loss_da_consistency: 0.0051 (0.0068) time: 1.1162 (1.1252) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:25:09,222 maskrcnn_benchmark.trainer INFO: eta: 10:23:44 iter: 36740 loss: 1.4702 (1.5381) loss_classifier: 0.0513 (0.0779) loss_box_reg: 0.0595 (0.0874) loss_objectness: 0.0107 (0.0223) loss_rpn_box_reg: 0.0076 (0.0152) loss_da_image: 0.6721 (0.6690) loss_da_instance: 0.6740 (0.6595) loss_da_consistency: 0.0058 (0.0068) time: 1.1183 (1.1252) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:25:31,620 maskrcnn_benchmark.trainer INFO: eta: 10:23:21 iter: 36760 loss: 1.4900 (1.5381) loss_classifier: 0.0636 (0.0779) loss_box_reg: 0.0535 (0.0874) loss_objectness: 0.0113 (0.0223) loss_rpn_box_reg: 0.0076 (0.0152) loss_da_image: 0.6724 (0.6690) loss_da_instance: 0.6621 (0.6595) loss_da_consistency: 0.0047 (0.0068) time: 1.1203 (1.1252) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:25:53,967 maskrcnn_benchmark.trainer INFO: eta: 10:22:59 iter: 36780 loss: 1.4843 (1.5381) loss_classifier: 0.0582 (0.0779) loss_box_reg: 0.0669 (0.0874) loss_objectness: 0.0064 (0.0223) loss_rpn_box_reg: 0.0056 (0.0152) loss_da_image: 0.6737 (0.6690) loss_da_instance: 0.6634 (0.6595) loss_da_consistency: 0.0050 (0.0068) time: 1.1156 (1.1252) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:26:16,302 maskrcnn_benchmark.trainer INFO: eta: 10:22:36 iter: 36800 loss: 1.4483 (1.5380) loss_classifier: 0.0433 (0.0778) loss_box_reg: 0.0496 (0.0874) loss_objectness: 0.0055 (0.0223) loss_rpn_box_reg: 0.0065 (0.0152) loss_da_image: 0.6686 (0.6690) loss_da_instance: 0.6599 (0.6595) loss_da_consistency: 0.0050 (0.0068) time: 1.1166 (1.1252) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:26:38,687 maskrcnn_benchmark.trainer INFO: eta: 10:22:14 iter: 36820 loss: 1.4639 (1.5380) loss_classifier: 0.0439 (0.0778) loss_box_reg: 0.0489 (0.0874) loss_objectness: 0.0049 (0.0223) loss_rpn_box_reg: 0.0064 (0.0152) loss_da_image: 0.6741 (0.6690) loss_da_instance: 0.6621 (0.6595) loss_da_consistency: 0.0050 (0.0068) time: 1.1189 (1.1252) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:27:01,083 maskrcnn_benchmark.trainer INFO: eta: 10:21:51 iter: 36840 loss: 1.4559 (1.5380) loss_classifier: 0.0390 (0.0778) loss_box_reg: 0.0379 (0.0874) loss_objectness: 0.0056 (0.0223) loss_rpn_box_reg: 0.0069 (0.0152) loss_da_image: 0.6790 (0.6690) loss_da_instance: 0.6700 (0.6595) loss_da_consistency: 0.0046 (0.0068) time: 1.1162 (1.1252) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:27:23,488 maskrcnn_benchmark.trainer INFO: eta: 10:21:28 iter: 36860 loss: 1.4571 (1.5379) loss_classifier: 0.0468 (0.0778) loss_box_reg: 0.0505 (0.0873) loss_objectness: 0.0077 (0.0223) loss_rpn_box_reg: 0.0050 (0.0152) loss_da_image: 0.6758 (0.6690) loss_da_instance: 0.6644 (0.6595) loss_da_consistency: 0.0048 (0.0068) time: 1.1185 (1.1252) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:27:45,880 maskrcnn_benchmark.trainer INFO: eta: 10:21:06 iter: 36880 loss: 1.4991 (1.5379) loss_classifier: 0.0551 (0.0778) loss_box_reg: 0.0776 (0.0873) loss_objectness: 0.0092 (0.0223) loss_rpn_box_reg: 0.0083 (0.0152) loss_da_image: 0.6780 (0.6691) loss_da_instance: 0.6631 (0.6595) loss_da_consistency: 0.0052 (0.0068) time: 1.1206 (1.1252) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:28:08,264 maskrcnn_benchmark.trainer INFO: eta: 10:20:43 iter: 36900 loss: 1.4570 (1.5379) loss_classifier: 0.0617 (0.0778) loss_box_reg: 0.0510 (0.0873) loss_objectness: 0.0091 (0.0223) loss_rpn_box_reg: 0.0090 (0.0152) loss_da_image: 0.6701 (0.6691) loss_da_instance: 0.6539 (0.6595) loss_da_consistency: 0.0059 (0.0068) time: 1.1174 (1.1252) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:28:30,661 maskrcnn_benchmark.trainer INFO: eta: 10:20:21 iter: 36920 loss: 1.4558 (1.5379) loss_classifier: 0.0578 (0.0778) loss_box_reg: 0.0560 (0.0873) loss_objectness: 0.0089 (0.0223) loss_rpn_box_reg: 0.0086 (0.0152) loss_da_image: 0.6712 (0.6691) loss_da_instance: 0.6536 (0.6595) loss_da_consistency: 0.0059 (0.0068) time: 1.1188 (1.1252) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:28:53,113 maskrcnn_benchmark.trainer INFO: eta: 10:19:58 iter: 36940 loss: 1.4979 (1.5379) loss_classifier: 0.0528 (0.0778) loss_box_reg: 0.0668 (0.0873) loss_objectness: 0.0132 (0.0223) loss_rpn_box_reg: 0.0119 (0.0152) loss_da_image: 0.6740 (0.6691) loss_da_instance: 0.6752 (0.6595) loss_da_consistency: 0.0053 (0.0068) time: 1.1216 (1.1252) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:29:15,574 maskrcnn_benchmark.trainer INFO: eta: 10:19:35 iter: 36960 loss: 1.5318 (1.5379) loss_classifier: 0.0767 (0.0778) loss_box_reg: 0.0849 (0.0873) loss_objectness: 0.0081 (0.0223) loss_rpn_box_reg: 0.0114 (0.0152) loss_da_image: 0.6707 (0.6691) loss_da_instance: 0.6524 (0.6595) loss_da_consistency: 0.0055 (0.0068) time: 1.1234 (1.1252) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:29:37,948 maskrcnn_benchmark.trainer INFO: eta: 10:19:13 iter: 36980 loss: 1.4590 (1.5378) loss_classifier: 0.0452 (0.0778) loss_box_reg: 0.0520 (0.0873) loss_objectness: 0.0057 (0.0223) loss_rpn_box_reg: 0.0062 (0.0152) loss_da_image: 0.6721 (0.6691) loss_da_instance: 0.6592 (0.6595) loss_da_consistency: 0.0051 (0.0068) time: 1.1166 (1.1252) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:30:00,389 maskrcnn_benchmark.trainer INFO: eta: 10:18:50 iter: 37000 loss: 1.4394 (1.5378) loss_classifier: 0.0468 (0.0777) loss_box_reg: 0.0565 (0.0873) loss_objectness: 0.0078 (0.0223) loss_rpn_box_reg: 0.0092 (0.0152) loss_da_image: 0.6721 (0.6691) loss_da_instance: 0.6574 (0.6595) loss_da_consistency: 0.0062 (0.0068) time: 1.1196 (1.1252) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:30:22,749 maskrcnn_benchmark.trainer INFO: eta: 10:18:28 iter: 37020 loss: 1.4988 (1.5378) loss_classifier: 0.0532 (0.0777) loss_box_reg: 0.0833 (0.0873) loss_objectness: 0.0076 (0.0223) loss_rpn_box_reg: 0.0070 (0.0152) loss_da_image: 0.6752 (0.6691) loss_da_instance: 0.6553 (0.6595) loss_da_consistency: 0.0056 (0.0068) time: 1.1148 (1.1252) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:30:45,215 maskrcnn_benchmark.trainer INFO: eta: 10:18:05 iter: 37040 loss: 1.4802 (1.5378) loss_classifier: 0.0461 (0.0777) loss_box_reg: 0.0496 (0.0873) loss_objectness: 0.0053 (0.0223) loss_rpn_box_reg: 0.0062 (0.0152) loss_da_image: 0.6801 (0.6691) loss_da_instance: 0.6614 (0.6595) loss_da_consistency: 0.0056 (0.0068) time: 1.1225 (1.1252) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:31:07,861 maskrcnn_benchmark.trainer INFO: eta: 10:17:43 iter: 37060 loss: 1.4709 (1.5377) loss_classifier: 0.0541 (0.0777) loss_box_reg: 0.0392 (0.0873) loss_objectness: 0.0083 (0.0222) loss_rpn_box_reg: 0.0070 (0.0152) loss_da_image: 0.6758 (0.6691) loss_da_instance: 0.6541 (0.6595) loss_da_consistency: 0.0062 (0.0068) time: 1.1267 (1.1252) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:31:30,219 maskrcnn_benchmark.trainer INFO: eta: 10:17:20 iter: 37080 loss: 1.5259 (1.5377) loss_classifier: 0.0651 (0.0777) loss_box_reg: 0.0886 (0.0873) loss_objectness: 0.0119 (0.0222) loss_rpn_box_reg: 0.0073 (0.0152) loss_da_image: 0.6774 (0.6691) loss_da_instance: 0.6671 (0.6595) loss_da_consistency: 0.0048 (0.0068) time: 1.1177 (1.1252) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:31:52,542 maskrcnn_benchmark.trainer INFO: eta: 10:16:57 iter: 37100 loss: 1.4918 (1.5377) loss_classifier: 0.0587 (0.0777) loss_box_reg: 0.0596 (0.0872) loss_objectness: 0.0058 (0.0222) loss_rpn_box_reg: 0.0069 (0.0152) loss_da_image: 0.6854 (0.6691) loss_da_instance: 0.6579 (0.6595) loss_da_consistency: 0.0051 (0.0068) time: 1.1157 (1.1252) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:32:14,950 maskrcnn_benchmark.trainer INFO: eta: 10:16:35 iter: 37120 loss: 1.4728 (1.5377) loss_classifier: 0.0356 (0.0777) loss_box_reg: 0.0575 (0.0872) loss_objectness: 0.0076 (0.0222) loss_rpn_box_reg: 0.0061 (0.0152) loss_da_image: 0.6788 (0.6691) loss_da_instance: 0.6602 (0.6595) loss_da_consistency: 0.0054 (0.0068) time: 1.1185 (1.1252) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:32:37,550 maskrcnn_benchmark.trainer INFO: eta: 10:16:12 iter: 37140 loss: 1.4989 (1.5377) loss_classifier: 0.0609 (0.0777) loss_box_reg: 0.0732 (0.0872) loss_objectness: 0.0063 (0.0222) loss_rpn_box_reg: 0.0045 (0.0152) loss_da_image: 0.6741 (0.6691) loss_da_instance: 0.6671 (0.6595) loss_da_consistency: 0.0053 (0.0068) time: 1.1123 (1.1252) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:32:59,957 maskrcnn_benchmark.trainer INFO: eta: 10:15:50 iter: 37160 loss: 1.5289 (1.5377) loss_classifier: 0.0712 (0.0777) loss_box_reg: 0.0661 (0.0872) loss_objectness: 0.0119 (0.0222) loss_rpn_box_reg: 0.0142 (0.0152) loss_da_image: 0.6734 (0.6691) loss_da_instance: 0.6617 (0.6595) loss_da_consistency: 0.0052 (0.0068) time: 1.1184 (1.1252) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:33:22,439 maskrcnn_benchmark.trainer INFO: eta: 10:15:27 iter: 37180 loss: 1.4656 (1.5377) loss_classifier: 0.0466 (0.0777) loss_box_reg: 0.0555 (0.0872) loss_objectness: 0.0092 (0.0222) loss_rpn_box_reg: 0.0069 (0.0152) loss_da_image: 0.6725 (0.6691) loss_da_instance: 0.6760 (0.6595) loss_da_consistency: 0.0043 (0.0068) time: 1.1167 (1.1252) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:33:44,804 maskrcnn_benchmark.trainer INFO: eta: 10:15:05 iter: 37200 loss: 1.5056 (1.5376) loss_classifier: 0.0602 (0.0777) loss_box_reg: 0.0680 (0.0872) loss_objectness: 0.0084 (0.0222) loss_rpn_box_reg: 0.0082 (0.0152) loss_da_image: 0.6730 (0.6691) loss_da_instance: 0.6533 (0.6595) loss_da_consistency: 0.0055 (0.0068) time: 1.1205 (1.1252) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:34:07,227 maskrcnn_benchmark.trainer INFO: eta: 10:14:42 iter: 37220 loss: 1.4613 (1.5376) loss_classifier: 0.0510 (0.0777) loss_box_reg: 0.0493 (0.0872) loss_objectness: 0.0058 (0.0222) loss_rpn_box_reg: 0.0076 (0.0151) loss_da_image: 0.6807 (0.6691) loss_da_instance: 0.6715 (0.6595) loss_da_consistency: 0.0043 (0.0068) time: 1.1197 (1.1252) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:34:29,892 maskrcnn_benchmark.trainer INFO: eta: 10:14:20 iter: 37240 loss: 1.4700 (1.5376) loss_classifier: 0.0494 (0.0776) loss_box_reg: 0.0491 (0.0872) loss_objectness: 0.0123 (0.0222) loss_rpn_box_reg: 0.0065 (0.0151) loss_da_image: 0.6682 (0.6691) loss_da_instance: 0.6560 (0.6595) loss_da_consistency: 0.0063 (0.0068) time: 1.1280 (1.1252) data: 0.0808 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:34:52,316 maskrcnn_benchmark.trainer INFO: eta: 10:13:57 iter: 37260 loss: 1.4816 (1.5376) loss_classifier: 0.0563 (0.0776) loss_box_reg: 0.0574 (0.0872) loss_objectness: 0.0096 (0.0222) loss_rpn_box_reg: 0.0076 (0.0151) loss_da_image: 0.6699 (0.6691) loss_da_instance: 0.6608 (0.6595) loss_da_consistency: 0.0054 (0.0068) time: 1.1214 (1.1252) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:35:14,700 maskrcnn_benchmark.trainer INFO: eta: 10:13:35 iter: 37280 loss: 1.5074 (1.5376) loss_classifier: 0.0576 (0.0776) loss_box_reg: 0.0567 (0.0872) loss_objectness: 0.0099 (0.0222) loss_rpn_box_reg: 0.0057 (0.0151) loss_da_image: 0.6744 (0.6691) loss_da_instance: 0.6662 (0.6595) loss_da_consistency: 0.0056 (0.0068) time: 1.1161 (1.1252) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:35:37,283 maskrcnn_benchmark.trainer INFO: eta: 10:13:12 iter: 37300 loss: 1.4669 (1.5375) loss_classifier: 0.0622 (0.0776) loss_box_reg: 0.0502 (0.0871) loss_objectness: 0.0079 (0.0222) loss_rpn_box_reg: 0.0078 (0.0151) loss_da_image: 0.6763 (0.6691) loss_da_instance: 0.6605 (0.6595) loss_da_consistency: 0.0052 (0.0068) time: 1.1208 (1.1252) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:35:59,608 maskrcnn_benchmark.trainer INFO: eta: 10:12:50 iter: 37320 loss: 1.4728 (1.5375) loss_classifier: 0.0390 (0.0776) loss_box_reg: 0.0617 (0.0871) loss_objectness: 0.0110 (0.0222) loss_rpn_box_reg: 0.0079 (0.0151) loss_da_image: 0.6796 (0.6691) loss_da_instance: 0.6569 (0.6595) loss_da_consistency: 0.0047 (0.0068) time: 1.1138 (1.1252) data: 0.0764 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:36:22,050 maskrcnn_benchmark.trainer INFO: eta: 10:12:27 iter: 37340 loss: 1.4976 (1.5375) loss_classifier: 0.0470 (0.0776) loss_box_reg: 0.0633 (0.0871) loss_objectness: 0.0072 (0.0222) loss_rpn_box_reg: 0.0094 (0.0151) loss_da_image: 0.6814 (0.6691) loss_da_instance: 0.6592 (0.6595) loss_da_consistency: 0.0054 (0.0068) time: 1.1216 (1.1252) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:36:44,539 maskrcnn_benchmark.trainer INFO: eta: 10:12:04 iter: 37360 loss: 1.4656 (1.5375) loss_classifier: 0.0423 (0.0776) loss_box_reg: 0.0549 (0.0871) loss_objectness: 0.0075 (0.0222) loss_rpn_box_reg: 0.0086 (0.0151) loss_da_image: 0.6814 (0.6691) loss_da_instance: 0.6582 (0.6595) loss_da_consistency: 0.0061 (0.0068) time: 1.1231 (1.1252) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:37:06,957 maskrcnn_benchmark.trainer INFO: eta: 10:11:42 iter: 37380 loss: 1.4551 (1.5375) loss_classifier: 0.0472 (0.0776) loss_box_reg: 0.0462 (0.0871) loss_objectness: 0.0072 (0.0222) loss_rpn_box_reg: 0.0064 (0.0151) loss_da_image: 0.6715 (0.6691) loss_da_instance: 0.6651 (0.6595) loss_da_consistency: 0.0051 (0.0068) time: 1.1205 (1.1251) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:37:29,280 maskrcnn_benchmark.trainer INFO: eta: 10:11:19 iter: 37400 loss: 1.4816 (1.5374) loss_classifier: 0.0462 (0.0776) loss_box_reg: 0.0574 (0.0871) loss_objectness: 0.0087 (0.0222) loss_rpn_box_reg: 0.0058 (0.0151) loss_da_image: 0.6758 (0.6691) loss_da_instance: 0.6572 (0.6595) loss_da_consistency: 0.0064 (0.0068) time: 1.1168 (1.1251) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:37:51,571 maskrcnn_benchmark.trainer INFO: eta: 10:10:57 iter: 37420 loss: 1.4453 (1.5374) loss_classifier: 0.0401 (0.0776) loss_box_reg: 0.0526 (0.0871) loss_objectness: 0.0091 (0.0222) loss_rpn_box_reg: 0.0082 (0.0151) loss_da_image: 0.6730 (0.6692) loss_da_instance: 0.6537 (0.6596) loss_da_consistency: 0.0068 (0.0068) time: 1.1163 (1.1251) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:38:14,023 maskrcnn_benchmark.trainer INFO: eta: 10:10:34 iter: 37440 loss: 1.4539 (1.5374) loss_classifier: 0.0496 (0.0775) loss_box_reg: 0.0559 (0.0871) loss_objectness: 0.0085 (0.0222) loss_rpn_box_reg: 0.0055 (0.0151) loss_da_image: 0.6530 (0.6691) loss_da_instance: 0.6618 (0.6596) loss_da_consistency: 0.0071 (0.0068) time: 1.1224 (1.1251) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:38:36,329 maskrcnn_benchmark.trainer INFO: eta: 10:10:11 iter: 37460 loss: 1.4492 (1.5374) loss_classifier: 0.0745 (0.0775) loss_box_reg: 0.0654 (0.0871) loss_objectness: 0.0094 (0.0222) loss_rpn_box_reg: 0.0097 (0.0151) loss_da_image: 0.6472 (0.6691) loss_da_instance: 0.6580 (0.6596) loss_da_consistency: 0.0061 (0.0068) time: 1.1160 (1.1251) data: 0.0767 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:38:58,694 maskrcnn_benchmark.trainer INFO: eta: 10:09:49 iter: 37480 loss: 1.4722 (1.5374) loss_classifier: 0.0519 (0.0775) loss_box_reg: 0.0559 (0.0871) loss_objectness: 0.0066 (0.0222) loss_rpn_box_reg: 0.0063 (0.0151) loss_da_image: 0.6654 (0.6691) loss_da_instance: 0.6757 (0.6596) loss_da_consistency: 0.0051 (0.0068) time: 1.1175 (1.1251) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:39:21,074 maskrcnn_benchmark.trainer INFO: eta: 10:09:26 iter: 37500 loss: 1.5144 (1.5373) loss_classifier: 0.0614 (0.0775) loss_box_reg: 0.0767 (0.0871) loss_objectness: 0.0070 (0.0222) loss_rpn_box_reg: 0.0072 (0.0151) loss_da_image: 0.6649 (0.6691) loss_da_instance: 0.6687 (0.6596) loss_da_consistency: 0.0068 (0.0068) time: 1.1183 (1.1251) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:39:21,076 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0037500.pth
2019-10-03 21:39:43,845 maskrcnn_benchmark.trainer INFO: eta: 10:09:04 iter: 37520 loss: 1.5036 (1.5373) loss_classifier: 0.0542 (0.0775) loss_box_reg: 0.0737 (0.0871) loss_objectness: 0.0118 (0.0222) loss_rpn_box_reg: 0.0064 (0.0151) loss_da_image: 0.6758 (0.6691) loss_da_instance: 0.6670 (0.6596) loss_da_consistency: 0.0050 (0.0068) time: 1.1180 (1.1251) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:40:06,142 maskrcnn_benchmark.trainer INFO: eta: 10:08:41 iter: 37540 loss: 1.4633 (1.5373) loss_classifier: 0.0594 (0.0775) loss_box_reg: 0.0668 (0.0871) loss_objectness: 0.0088 (0.0222) loss_rpn_box_reg: 0.0045 (0.0151) loss_da_image: 0.6719 (0.6691) loss_da_instance: 0.6664 (0.6596) loss_da_consistency: 0.0057 (0.0068) time: 1.1123 (1.1251) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:40:28,472 maskrcnn_benchmark.trainer INFO: eta: 10:08:18 iter: 37560 loss: 1.4708 (1.5373) loss_classifier: 0.0505 (0.0775) loss_box_reg: 0.0573 (0.0870) loss_objectness: 0.0144 (0.0222) loss_rpn_box_reg: 0.0055 (0.0151) loss_da_image: 0.6701 (0.6691) loss_da_instance: 0.6574 (0.6596) loss_da_consistency: 0.0058 (0.0068) time: 1.1171 (1.1251) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:40:51,117 maskrcnn_benchmark.trainer INFO: eta: 10:07:56 iter: 37580 loss: 1.5031 (1.5373) loss_classifier: 0.0680 (0.0775) loss_box_reg: 0.0642 (0.0870) loss_objectness: 0.0083 (0.0221) loss_rpn_box_reg: 0.0058 (0.0151) loss_da_image: 0.6771 (0.6691) loss_da_instance: 0.6550 (0.6596) loss_da_consistency: 0.0061 (0.0068) time: 1.1228 (1.1251) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:41:13,545 maskrcnn_benchmark.trainer INFO: eta: 10:07:34 iter: 37600 loss: 1.4399 (1.5372) loss_classifier: 0.0414 (0.0775) loss_box_reg: 0.0562 (0.0870) loss_objectness: 0.0061 (0.0221) loss_rpn_box_reg: 0.0076 (0.0151) loss_da_image: 0.6756 (0.6691) loss_da_instance: 0.6704 (0.6596) loss_da_consistency: 0.0053 (0.0068) time: 1.1203 (1.1251) data: 0.0751 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:41:36,023 maskrcnn_benchmark.trainer INFO: eta: 10:07:11 iter: 37620 loss: 1.4893 (1.5372) loss_classifier: 0.0434 (0.0775) loss_box_reg: 0.0653 (0.0870) loss_objectness: 0.0063 (0.0221) loss_rpn_box_reg: 0.0038 (0.0151) loss_da_image: 0.6800 (0.6691) loss_da_instance: 0.6688 (0.6596) loss_da_consistency: 0.0063 (0.0068) time: 1.1253 (1.1251) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:41:58,399 maskrcnn_benchmark.trainer INFO: eta: 10:06:48 iter: 37640 loss: 1.4399 (1.5372) loss_classifier: 0.0397 (0.0774) loss_box_reg: 0.0441 (0.0870) loss_objectness: 0.0062 (0.0221) loss_rpn_box_reg: 0.0060 (0.0151) loss_da_image: 0.6785 (0.6691) loss_da_instance: 0.6740 (0.6596) loss_da_consistency: 0.0047 (0.0068) time: 1.1197 (1.1251) data: 0.0766 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:42:20,749 maskrcnn_benchmark.trainer INFO: eta: 10:06:26 iter: 37660 loss: 1.4854 (1.5372) loss_classifier: 0.0544 (0.0774) loss_box_reg: 0.0637 (0.0870) loss_objectness: 0.0059 (0.0221) loss_rpn_box_reg: 0.0056 (0.0151) loss_da_image: 0.6753 (0.6692) loss_da_instance: 0.6682 (0.6596) loss_da_consistency: 0.0045 (0.0068) time: 1.1176 (1.1251) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:42:43,107 maskrcnn_benchmark.trainer INFO: eta: 10:06:03 iter: 37680 loss: 1.5297 (1.5372) loss_classifier: 0.0723 (0.0774) loss_box_reg: 0.0664 (0.0870) loss_objectness: 0.0087 (0.0221) loss_rpn_box_reg: 0.0133 (0.0151) loss_da_image: 0.6810 (0.6692) loss_da_instance: 0.6696 (0.6596) loss_da_consistency: 0.0050 (0.0068) time: 1.1160 (1.1251) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:43:05,440 maskrcnn_benchmark.trainer INFO: eta: 10:05:40 iter: 37700 loss: 1.4962 (1.5372) loss_classifier: 0.0572 (0.0774) loss_box_reg: 0.0780 (0.0870) loss_objectness: 0.0103 (0.0221) loss_rpn_box_reg: 0.0087 (0.0151) loss_da_image: 0.6729 (0.6692) loss_da_instance: 0.6657 (0.6596) loss_da_consistency: 0.0056 (0.0068) time: 1.1177 (1.1251) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:43:27,817 maskrcnn_benchmark.trainer INFO: eta: 10:05:18 iter: 37720 loss: 1.5240 (1.5372) loss_classifier: 0.0596 (0.0774) loss_box_reg: 0.0799 (0.0870) loss_objectness: 0.0100 (0.0221) loss_rpn_box_reg: 0.0077 (0.0151) loss_da_image: 0.6829 (0.6692) loss_da_instance: 0.6641 (0.6596) loss_da_consistency: 0.0054 (0.0068) time: 1.1182 (1.1251) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:43:50,242 maskrcnn_benchmark.trainer INFO: eta: 10:04:55 iter: 37740 loss: 1.4688 (1.5371) loss_classifier: 0.0496 (0.0774) loss_box_reg: 0.0636 (0.0870) loss_objectness: 0.0073 (0.0221) loss_rpn_box_reg: 0.0075 (0.0151) loss_da_image: 0.6770 (0.6692) loss_da_instance: 0.6692 (0.6596) loss_da_consistency: 0.0052 (0.0068) time: 1.1185 (1.1251) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:44:12,623 maskrcnn_benchmark.trainer INFO: eta: 10:04:33 iter: 37760 loss: 1.4745 (1.5371) loss_classifier: 0.0669 (0.0774) loss_box_reg: 0.0695 (0.0870) loss_objectness: 0.0146 (0.0221) loss_rpn_box_reg: 0.0106 (0.0151) loss_da_image: 0.6733 (0.6692) loss_da_instance: 0.6655 (0.6596) loss_da_consistency: 0.0057 (0.0068) time: 1.1156 (1.1251) data: 0.0801 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:44:35,004 maskrcnn_benchmark.trainer INFO: eta: 10:04:10 iter: 37780 loss: 1.4945 (1.5371) loss_classifier: 0.0634 (0.0774) loss_box_reg: 0.0669 (0.0870) loss_objectness: 0.0116 (0.0221) loss_rpn_box_reg: 0.0105 (0.0151) loss_da_image: 0.6715 (0.6692) loss_da_instance: 0.6500 (0.6596) loss_da_consistency: 0.0048 (0.0068) time: 1.1181 (1.1251) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:44:57,352 maskrcnn_benchmark.trainer INFO: eta: 10:03:47 iter: 37800 loss: 1.4826 (1.5371) loss_classifier: 0.0552 (0.0774) loss_box_reg: 0.0508 (0.0870) loss_objectness: 0.0122 (0.0221) loss_rpn_box_reg: 0.0058 (0.0151) loss_da_image: 0.6775 (0.6692) loss_da_instance: 0.6639 (0.6596) loss_da_consistency: 0.0053 (0.0067) time: 1.1174 (1.1251) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:45:19,691 maskrcnn_benchmark.trainer INFO: eta: 10:03:25 iter: 37820 loss: 1.5217 (1.5371) loss_classifier: 0.0410 (0.0774) loss_box_reg: 0.0828 (0.0870) loss_objectness: 0.0100 (0.0221) loss_rpn_box_reg: 0.0091 (0.0151) loss_da_image: 0.6716 (0.6692) loss_da_instance: 0.6609 (0.6596) loss_da_consistency: 0.0052 (0.0067) time: 1.1155 (1.1251) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:45:42,007 maskrcnn_benchmark.trainer INFO: eta: 10:03:02 iter: 37840 loss: 1.5122 (1.5371) loss_classifier: 0.0648 (0.0774) loss_box_reg: 0.0642 (0.0870) loss_objectness: 0.0153 (0.0221) loss_rpn_box_reg: 0.0079 (0.0151) loss_da_image: 0.6694 (0.6692) loss_da_instance: 0.6634 (0.6596) loss_da_consistency: 0.0055 (0.0067) time: 1.1130 (1.1251) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:46:04,325 maskrcnn_benchmark.trainer INFO: eta: 10:02:39 iter: 37860 loss: 1.4285 (1.5371) loss_classifier: 0.0452 (0.0774) loss_box_reg: 0.0621 (0.0869) loss_objectness: 0.0075 (0.0221) loss_rpn_box_reg: 0.0065 (0.0151) loss_da_image: 0.6658 (0.6692) loss_da_instance: 0.6543 (0.6596) loss_da_consistency: 0.0056 (0.0067) time: 1.1134 (1.1251) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:46:26,654 maskrcnn_benchmark.trainer INFO: eta: 10:02:17 iter: 37880 loss: 1.4467 (1.5370) loss_classifier: 0.0394 (0.0774) loss_box_reg: 0.0373 (0.0869) loss_objectness: 0.0084 (0.0221) loss_rpn_box_reg: 0.0065 (0.0151) loss_da_image: 0.6732 (0.6692) loss_da_instance: 0.6661 (0.6596) loss_da_consistency: 0.0052 (0.0067) time: 1.1149 (1.1251) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:46:48,994 maskrcnn_benchmark.trainer INFO: eta: 10:01:54 iter: 37900 loss: 1.4718 (1.5370) loss_classifier: 0.0486 (0.0774) loss_box_reg: 0.0468 (0.0869) loss_objectness: 0.0095 (0.0221) loss_rpn_box_reg: 0.0084 (0.0151) loss_da_image: 0.6731 (0.6692) loss_da_instance: 0.6697 (0.6596) loss_da_consistency: 0.0046 (0.0067) time: 1.1167 (1.1251) data: 0.0763 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:47:11,349 maskrcnn_benchmark.trainer INFO: eta: 10:01:32 iter: 37920 loss: 1.5052 (1.5370) loss_classifier: 0.0728 (0.0774) loss_box_reg: 0.0545 (0.0869) loss_objectness: 0.0085 (0.0221) loss_rpn_box_reg: 0.0062 (0.0151) loss_da_image: 0.6792 (0.6692) loss_da_instance: 0.6663 (0.6596) loss_da_consistency: 0.0048 (0.0067) time: 1.1183 (1.1251) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:47:33,683 maskrcnn_benchmark.trainer INFO: eta: 10:01:09 iter: 37940 loss: 1.4427 (1.5370) loss_classifier: 0.0428 (0.0773) loss_box_reg: 0.0388 (0.0869) loss_objectness: 0.0090 (0.0221) loss_rpn_box_reg: 0.0041 (0.0151) loss_da_image: 0.6656 (0.6692) loss_da_instance: 0.6578 (0.6596) loss_da_consistency: 0.0046 (0.0067) time: 1.1144 (1.1251) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:47:55,949 maskrcnn_benchmark.trainer INFO: eta: 10:00:46 iter: 37960 loss: 1.5200 (1.5370) loss_classifier: 0.0571 (0.0773) loss_box_reg: 0.0817 (0.0869) loss_objectness: 0.0087 (0.0221) loss_rpn_box_reg: 0.0059 (0.0151) loss_da_image: 0.6649 (0.6692) loss_da_instance: 0.6684 (0.6596) loss_da_consistency: 0.0051 (0.0067) time: 1.1126 (1.1251) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:48:18,359 maskrcnn_benchmark.trainer INFO: eta: 10:00:24 iter: 37980 loss: 1.4136 (1.5369) loss_classifier: 0.0317 (0.0773) loss_box_reg: 0.0334 (0.0869) loss_objectness: 0.0066 (0.0221) loss_rpn_box_reg: 0.0068 (0.0151) loss_da_image: 0.6738 (0.6692) loss_da_instance: 0.6668 (0.6597) loss_da_consistency: 0.0050 (0.0067) time: 1.1192 (1.1251) data: 0.0770 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:48:40,778 maskrcnn_benchmark.trainer INFO: eta: 10:00:01 iter: 38000 loss: 1.4848 (1.5369) loss_classifier: 0.0478 (0.0773) loss_box_reg: 0.0603 (0.0869) loss_objectness: 0.0074 (0.0221) loss_rpn_box_reg: 0.0083 (0.0151) loss_da_image: 0.6792 (0.6692) loss_da_instance: 0.6701 (0.6597) loss_da_consistency: 0.0044 (0.0067) time: 1.1214 (1.1250) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:49:03,194 maskrcnn_benchmark.trainer INFO: eta: 9:59:39 iter: 38020 loss: 1.4765 (1.5369) loss_classifier: 0.0521 (0.0773) loss_box_reg: 0.0512 (0.0868) loss_objectness: 0.0086 (0.0221) loss_rpn_box_reg: 0.0084 (0.0151) loss_da_image: 0.6764 (0.6692) loss_da_instance: 0.6703 (0.6597) loss_da_consistency: 0.0051 (0.0067) time: 1.1179 (1.1250) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:49:25,633 maskrcnn_benchmark.trainer INFO: eta: 9:59:16 iter: 38040 loss: 1.4468 (1.5368) loss_classifier: 0.0411 (0.0773) loss_box_reg: 0.0425 (0.0868) loss_objectness: 0.0085 (0.0220) loss_rpn_box_reg: 0.0037 (0.0151) loss_da_image: 0.6680 (0.6692) loss_da_instance: 0.6620 (0.6597) loss_da_consistency: 0.0056 (0.0067) time: 1.1224 (1.1250) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:49:48,047 maskrcnn_benchmark.trainer INFO: eta: 9:58:53 iter: 38060 loss: 1.4662 (1.5368) loss_classifier: 0.0451 (0.0773) loss_box_reg: 0.0560 (0.0868) loss_objectness: 0.0155 (0.0220) loss_rpn_box_reg: 0.0063 (0.0151) loss_da_image: 0.6737 (0.6692) loss_da_instance: 0.6602 (0.6597) loss_da_consistency: 0.0057 (0.0067) time: 1.1205 (1.1250) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:50:10,514 maskrcnn_benchmark.trainer INFO: eta: 9:58:31 iter: 38080 loss: 1.4210 (1.5368) loss_classifier: 0.0353 (0.0773) loss_box_reg: 0.0403 (0.0868) loss_objectness: 0.0032 (0.0220) loss_rpn_box_reg: 0.0032 (0.0151) loss_da_image: 0.6791 (0.6692) loss_da_instance: 0.6633 (0.6597) loss_da_consistency: 0.0053 (0.0067) time: 1.1194 (1.1250) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:50:32,923 maskrcnn_benchmark.trainer INFO: eta: 9:58:08 iter: 38100 loss: 1.4696 (1.5368) loss_classifier: 0.0343 (0.0772) loss_box_reg: 0.0532 (0.0868) loss_objectness: 0.0096 (0.0220) loss_rpn_box_reg: 0.0098 (0.0151) loss_da_image: 0.6764 (0.6692) loss_da_instance: 0.6712 (0.6597) loss_da_consistency: 0.0053 (0.0067) time: 1.1216 (1.1250) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:50:55,265 maskrcnn_benchmark.trainer INFO: eta: 9:57:46 iter: 38120 loss: 1.4809 (1.5367) loss_classifier: 0.0530 (0.0772) loss_box_reg: 0.0621 (0.0868) loss_objectness: 0.0083 (0.0220) loss_rpn_box_reg: 0.0110 (0.0151) loss_da_image: 0.6717 (0.6692) loss_da_instance: 0.6568 (0.6597) loss_da_consistency: 0.0054 (0.0067) time: 1.1186 (1.1250) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:51:17,669 maskrcnn_benchmark.trainer INFO: eta: 9:57:23 iter: 38140 loss: 1.5047 (1.5367) loss_classifier: 0.0559 (0.0772) loss_box_reg: 0.0850 (0.0868) loss_objectness: 0.0060 (0.0220) loss_rpn_box_reg: 0.0070 (0.0151) loss_da_image: 0.6788 (0.6692) loss_da_instance: 0.6680 (0.6597) loss_da_consistency: 0.0043 (0.0067) time: 1.1188 (1.1250) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:51:40,028 maskrcnn_benchmark.trainer INFO: eta: 9:57:00 iter: 38160 loss: 1.4920 (1.5367) loss_classifier: 0.0513 (0.0772) loss_box_reg: 0.0554 (0.0868) loss_objectness: 0.0140 (0.0220) loss_rpn_box_reg: 0.0088 (0.0151) loss_da_image: 0.6825 (0.6692) loss_da_instance: 0.6711 (0.6597) loss_da_consistency: 0.0044 (0.0067) time: 1.1167 (1.1250) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:52:02,427 maskrcnn_benchmark.trainer INFO: eta: 9:56:38 iter: 38180 loss: 1.4855 (1.5367) loss_classifier: 0.0567 (0.0772) loss_box_reg: 0.0650 (0.0868) loss_objectness: 0.0117 (0.0220) loss_rpn_box_reg: 0.0049 (0.0151) loss_da_image: 0.6769 (0.6692) loss_da_instance: 0.6749 (0.6597) loss_da_consistency: 0.0051 (0.0067) time: 1.1208 (1.1250) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:52:24,868 maskrcnn_benchmark.trainer INFO: eta: 9:56:15 iter: 38200 loss: 1.4992 (1.5367) loss_classifier: 0.0620 (0.0772) loss_box_reg: 0.0760 (0.0867) loss_objectness: 0.0089 (0.0220) loss_rpn_box_reg: 0.0094 (0.0151) loss_da_image: 0.6785 (0.6692) loss_da_instance: 0.6582 (0.6597) loss_da_consistency: 0.0052 (0.0067) time: 1.1218 (1.1250) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:52:47,205 maskrcnn_benchmark.trainer INFO: eta: 9:55:53 iter: 38220 loss: 1.4819 (1.5367) loss_classifier: 0.0517 (0.0772) loss_box_reg: 0.0518 (0.0867) loss_objectness: 0.0094 (0.0220) loss_rpn_box_reg: 0.0081 (0.0151) loss_da_image: 0.6709 (0.6692) loss_da_instance: 0.6665 (0.6597) loss_da_consistency: 0.0049 (0.0067) time: 1.1156 (1.1250) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:53:09,528 maskrcnn_benchmark.trainer INFO: eta: 9:55:30 iter: 38240 loss: 1.4367 (1.5366) loss_classifier: 0.0237 (0.0772) loss_box_reg: 0.0481 (0.0867) loss_objectness: 0.0063 (0.0220) loss_rpn_box_reg: 0.0040 (0.0151) loss_da_image: 0.6807 (0.6692) loss_da_instance: 0.6706 (0.6597) loss_da_consistency: 0.0040 (0.0067) time: 1.1167 (1.1250) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:53:31,900 maskrcnn_benchmark.trainer INFO: eta: 9:55:07 iter: 38260 loss: 1.5145 (1.5366) loss_classifier: 0.0683 (0.0772) loss_box_reg: 0.0772 (0.0867) loss_objectness: 0.0064 (0.0220) loss_rpn_box_reg: 0.0101 (0.0151) loss_da_image: 0.6746 (0.6692) loss_da_instance: 0.6716 (0.6597) loss_da_consistency: 0.0059 (0.0067) time: 1.1164 (1.1250) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:53:54,236 maskrcnn_benchmark.trainer INFO: eta: 9:54:45 iter: 38280 loss: 1.4749 (1.5366) loss_classifier: 0.0411 (0.0772) loss_box_reg: 0.0525 (0.0867) loss_objectness: 0.0071 (0.0220) loss_rpn_box_reg: 0.0063 (0.0151) loss_da_image: 0.6702 (0.6692) loss_da_instance: 0.6622 (0.6597) loss_da_consistency: 0.0053 (0.0067) time: 1.1163 (1.1250) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:54:16,599 maskrcnn_benchmark.trainer INFO: eta: 9:54:22 iter: 38300 loss: 1.4948 (1.5366) loss_classifier: 0.0560 (0.0772) loss_box_reg: 0.0804 (0.0867) loss_objectness: 0.0101 (0.0220) loss_rpn_box_reg: 0.0094 (0.0151) loss_da_image: 0.6711 (0.6692) loss_da_instance: 0.6577 (0.6597) loss_da_consistency: 0.0053 (0.0067) time: 1.1171 (1.1250) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:54:38,958 maskrcnn_benchmark.trainer INFO: eta: 9:54:00 iter: 38320 loss: 1.5299 (1.5366) loss_classifier: 0.0762 (0.0771) loss_box_reg: 0.1092 (0.0867) loss_objectness: 0.0133 (0.0220) loss_rpn_box_reg: 0.0158 (0.0151) loss_da_image: 0.6740 (0.6692) loss_da_instance: 0.6600 (0.6597) loss_da_consistency: 0.0059 (0.0067) time: 1.1146 (1.1250) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:55:01,368 maskrcnn_benchmark.trainer INFO: eta: 9:53:37 iter: 38340 loss: 1.4810 (1.5366) loss_classifier: 0.0451 (0.0771) loss_box_reg: 0.0705 (0.0867) loss_objectness: 0.0074 (0.0220) loss_rpn_box_reg: 0.0086 (0.0151) loss_da_image: 0.6729 (0.6692) loss_da_instance: 0.6576 (0.6597) loss_da_consistency: 0.0053 (0.0067) time: 1.1188 (1.1250) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:55:23,705 maskrcnn_benchmark.trainer INFO: eta: 9:53:14 iter: 38360 loss: 1.4568 (1.5365) loss_classifier: 0.0378 (0.0771) loss_box_reg: 0.0473 (0.0867) loss_objectness: 0.0050 (0.0220) loss_rpn_box_reg: 0.0027 (0.0151) loss_da_image: 0.6784 (0.6693) loss_da_instance: 0.6690 (0.6597) loss_da_consistency: 0.0042 (0.0067) time: 1.1156 (1.1250) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:55:46,033 maskrcnn_benchmark.trainer INFO: eta: 9:52:52 iter: 38380 loss: 1.5151 (1.5365) loss_classifier: 0.0814 (0.0771) loss_box_reg: 0.0624 (0.0867) loss_objectness: 0.0151 (0.0220) loss_rpn_box_reg: 0.0069 (0.0151) loss_da_image: 0.6767 (0.6693) loss_da_instance: 0.6646 (0.6597) loss_da_consistency: 0.0058 (0.0067) time: 1.1120 (1.1250) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:56:08,375 maskrcnn_benchmark.trainer INFO: eta: 9:52:29 iter: 38400 loss: 1.5273 (1.5365) loss_classifier: 0.0648 (0.0771) loss_box_reg: 0.0437 (0.0867) loss_objectness: 0.0096 (0.0220) loss_rpn_box_reg: 0.0089 (0.0151) loss_da_image: 0.6678 (0.6693) loss_da_instance: 0.6628 (0.6597) loss_da_consistency: 0.0056 (0.0067) time: 1.1166 (1.1250) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:56:30,737 maskrcnn_benchmark.trainer INFO: eta: 9:52:06 iter: 38420 loss: 1.4971 (1.5365) loss_classifier: 0.0591 (0.0771) loss_box_reg: 0.0590 (0.0867) loss_objectness: 0.0076 (0.0220) loss_rpn_box_reg: 0.0090 (0.0150) loss_da_image: 0.6793 (0.6693) loss_da_instance: 0.6678 (0.6597) loss_da_consistency: 0.0049 (0.0067) time: 1.1179 (1.1250) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:56:53,080 maskrcnn_benchmark.trainer INFO: eta: 9:51:44 iter: 38440 loss: 1.4200 (1.5365) loss_classifier: 0.0378 (0.0771) loss_box_reg: 0.0380 (0.0867) loss_objectness: 0.0048 (0.0220) loss_rpn_box_reg: 0.0050 (0.0150) loss_da_image: 0.6750 (0.6693) loss_da_instance: 0.6582 (0.6597) loss_da_consistency: 0.0053 (0.0067) time: 1.1167 (1.1250) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:57:15,433 maskrcnn_benchmark.trainer INFO: eta: 9:51:21 iter: 38460 loss: 1.4897 (1.5365) loss_classifier: 0.0479 (0.0771) loss_box_reg: 0.0664 (0.0866) loss_objectness: 0.0091 (0.0220) loss_rpn_box_reg: 0.0072 (0.0150) loss_da_image: 0.6754 (0.6693) loss_da_instance: 0.6680 (0.6597) loss_da_consistency: 0.0050 (0.0067) time: 1.1175 (1.1250) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:57:37,972 maskrcnn_benchmark.trainer INFO: eta: 9:50:59 iter: 38480 loss: 1.4772 (1.5364) loss_classifier: 0.0458 (0.0771) loss_box_reg: 0.0589 (0.0866) loss_objectness: 0.0070 (0.0220) loss_rpn_box_reg: 0.0063 (0.0150) loss_da_image: 0.6748 (0.6693) loss_da_instance: 0.6626 (0.6597) loss_da_consistency: 0.0051 (0.0067) time: 1.1248 (1.1250) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:58:00,292 maskrcnn_benchmark.trainer INFO: eta: 9:50:36 iter: 38500 loss: 1.4380 (1.5364) loss_classifier: 0.0539 (0.0771) loss_box_reg: 0.0437 (0.0866) loss_objectness: 0.0038 (0.0220) loss_rpn_box_reg: 0.0036 (0.0150) loss_da_image: 0.6706 (0.6693) loss_da_instance: 0.6613 (0.6597) loss_da_consistency: 0.0055 (0.0067) time: 1.1150 (1.1250) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:58:22,700 maskrcnn_benchmark.trainer INFO: eta: 9:50:14 iter: 38520 loss: 1.4845 (1.5364) loss_classifier: 0.0591 (0.0771) loss_box_reg: 0.0644 (0.0866) loss_objectness: 0.0112 (0.0220) loss_rpn_box_reg: 0.0071 (0.0150) loss_da_image: 0.6692 (0.6693) loss_da_instance: 0.6572 (0.6597) loss_da_consistency: 0.0062 (0.0067) time: 1.1205 (1.1250) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:58:45,163 maskrcnn_benchmark.trainer INFO: eta: 9:49:51 iter: 38540 loss: 1.5145 (1.5364) loss_classifier: 0.0694 (0.0771) loss_box_reg: 0.0974 (0.0866) loss_objectness: 0.0163 (0.0219) loss_rpn_box_reg: 0.0105 (0.0150) loss_da_image: 0.6722 (0.6693) loss_da_instance: 0.6589 (0.6597) loss_da_consistency: 0.0060 (0.0067) time: 1.1210 (1.1250) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:59:07,537 maskrcnn_benchmark.trainer INFO: eta: 9:49:28 iter: 38560 loss: 1.5077 (1.5364) loss_classifier: 0.0712 (0.0771) loss_box_reg: 0.0670 (0.0866) loss_objectness: 0.0162 (0.0220) loss_rpn_box_reg: 0.0102 (0.0150) loss_da_image: 0.6699 (0.6693) loss_da_instance: 0.6725 (0.6597) loss_da_consistency: 0.0065 (0.0067) time: 1.1181 (1.1250) data: 0.0805 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:59:29,905 maskrcnn_benchmark.trainer INFO: eta: 9:49:06 iter: 38580 loss: 1.4754 (1.5364) loss_classifier: 0.0512 (0.0771) loss_box_reg: 0.0554 (0.0866) loss_objectness: 0.0065 (0.0219) loss_rpn_box_reg: 0.0059 (0.0150) loss_da_image: 0.6685 (0.6693) loss_da_instance: 0.6514 (0.6597) loss_da_consistency: 0.0054 (0.0067) time: 1.1181 (1.1250) data: 0.0805 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 21:59:52,468 maskrcnn_benchmark.trainer INFO: eta: 9:48:43 iter: 38600 loss: 1.4394 (1.5363) loss_classifier: 0.0391 (0.0770) loss_box_reg: 0.0388 (0.0866) loss_objectness: 0.0072 (0.0219) loss_rpn_box_reg: 0.0049 (0.0150) loss_da_image: 0.6708 (0.6693) loss_da_instance: 0.6461 (0.6597) loss_da_consistency: 0.0064 (0.0067) time: 1.1203 (1.1250) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:00:14,989 maskrcnn_benchmark.trainer INFO: eta: 9:48:21 iter: 38620 loss: 1.4951 (1.5363) loss_classifier: 0.0639 (0.0770) loss_box_reg: 0.0485 (0.0866) loss_objectness: 0.0128 (0.0219) loss_rpn_box_reg: 0.0100 (0.0150) loss_da_image: 0.6803 (0.6693) loss_da_instance: 0.6685 (0.6597) loss_da_consistency: 0.0063 (0.0067) time: 1.1247 (1.1250) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:00:37,392 maskrcnn_benchmark.trainer INFO: eta: 9:47:58 iter: 38640 loss: 1.5061 (1.5363) loss_classifier: 0.0505 (0.0770) loss_box_reg: 0.0598 (0.0866) loss_objectness: 0.0134 (0.0219) loss_rpn_box_reg: 0.0102 (0.0150) loss_da_image: 0.6783 (0.6693) loss_da_instance: 0.6535 (0.6597) loss_da_consistency: 0.0062 (0.0067) time: 1.1189 (1.1250) data: 0.0759 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:00:59,956 maskrcnn_benchmark.trainer INFO: eta: 9:47:36 iter: 38660 loss: 1.5262 (1.5363) loss_classifier: 0.0497 (0.0770) loss_box_reg: 0.0785 (0.0866) loss_objectness: 0.0174 (0.0219) loss_rpn_box_reg: 0.0141 (0.0150) loss_da_image: 0.6760 (0.6693) loss_da_instance: 0.6605 (0.6597) loss_da_consistency: 0.0054 (0.0067) time: 1.1165 (1.1250) data: 0.0756 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:01:22,237 maskrcnn_benchmark.trainer INFO: eta: 9:47:13 iter: 38680 loss: 1.4517 (1.5363) loss_classifier: 0.0382 (0.0770) loss_box_reg: 0.0623 (0.0866) loss_objectness: 0.0103 (0.0219) loss_rpn_box_reg: 0.0038 (0.0150) loss_da_image: 0.6795 (0.6693) loss_da_instance: 0.6634 (0.6597) loss_da_consistency: 0.0051 (0.0067) time: 1.1126 (1.1250) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:01:44,604 maskrcnn_benchmark.trainer INFO: eta: 9:46:51 iter: 38700 loss: 1.4763 (1.5363) loss_classifier: 0.0589 (0.0770) loss_box_reg: 0.0454 (0.0865) loss_objectness: 0.0074 (0.0219) loss_rpn_box_reg: 0.0077 (0.0150) loss_da_image: 0.6698 (0.6693) loss_da_instance: 0.6610 (0.6598) loss_da_consistency: 0.0054 (0.0067) time: 1.1146 (1.1250) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:02:07,162 maskrcnn_benchmark.trainer INFO: eta: 9:46:28 iter: 38720 loss: 1.4745 (1.5362) loss_classifier: 0.0503 (0.0770) loss_box_reg: 0.0647 (0.0865) loss_objectness: 0.0127 (0.0219) loss_rpn_box_reg: 0.0080 (0.0150) loss_da_image: 0.6740 (0.6693) loss_da_instance: 0.6519 (0.6598) loss_da_consistency: 0.0058 (0.0067) time: 1.1221 (1.1250) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:02:29,553 maskrcnn_benchmark.trainer INFO: eta: 9:46:06 iter: 38740 loss: 1.5102 (1.5362) loss_classifier: 0.0497 (0.0770) loss_box_reg: 0.0691 (0.0865) loss_objectness: 0.0103 (0.0219) loss_rpn_box_reg: 0.0093 (0.0150) loss_da_image: 0.6777 (0.6693) loss_da_instance: 0.6695 (0.6598) loss_da_consistency: 0.0048 (0.0067) time: 1.1187 (1.1250) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:02:52,006 maskrcnn_benchmark.trainer INFO: eta: 9:45:43 iter: 38760 loss: 1.4759 (1.5362) loss_classifier: 0.0504 (0.0770) loss_box_reg: 0.0492 (0.0865) loss_objectness: 0.0063 (0.0219) loss_rpn_box_reg: 0.0050 (0.0150) loss_da_image: 0.6762 (0.6693) loss_da_instance: 0.6686 (0.6598) loss_da_consistency: 0.0051 (0.0067) time: 1.1237 (1.1250) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:03:14,462 maskrcnn_benchmark.trainer INFO: eta: 9:45:20 iter: 38780 loss: 1.5014 (1.5362) loss_classifier: 0.0624 (0.0770) loss_box_reg: 0.0642 (0.0865) loss_objectness: 0.0110 (0.0219) loss_rpn_box_reg: 0.0091 (0.0150) loss_da_image: 0.6753 (0.6693) loss_da_instance: 0.6560 (0.6598) loss_da_consistency: 0.0055 (0.0067) time: 1.1219 (1.1250) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:03:36,805 maskrcnn_benchmark.trainer INFO: eta: 9:44:58 iter: 38800 loss: 1.4951 (1.5362) loss_classifier: 0.0589 (0.0770) loss_box_reg: 0.0638 (0.0865) loss_objectness: 0.0138 (0.0219) loss_rpn_box_reg: 0.0095 (0.0150) loss_da_image: 0.6799 (0.6693) loss_da_instance: 0.6644 (0.6598) loss_da_consistency: 0.0044 (0.0067) time: 1.1161 (1.1249) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:03:59,194 maskrcnn_benchmark.trainer INFO: eta: 9:44:35 iter: 38820 loss: 1.4937 (1.5362) loss_classifier: 0.0509 (0.0770) loss_box_reg: 0.0558 (0.0865) loss_objectness: 0.0082 (0.0219) loss_rpn_box_reg: 0.0074 (0.0150) loss_da_image: 0.6771 (0.6693) loss_da_instance: 0.6610 (0.6598) loss_da_consistency: 0.0055 (0.0067) time: 1.1222 (1.1249) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:04:21,597 maskrcnn_benchmark.trainer INFO: eta: 9:44:13 iter: 38840 loss: 1.4764 (1.5362) loss_classifier: 0.0392 (0.0770) loss_box_reg: 0.0646 (0.0865) loss_objectness: 0.0082 (0.0219) loss_rpn_box_reg: 0.0109 (0.0150) loss_da_image: 0.6786 (0.6693) loss_da_instance: 0.6563 (0.6598) loss_da_consistency: 0.0049 (0.0067) time: 1.1201 (1.1249) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:04:44,590 maskrcnn_benchmark.trainer INFO: eta: 9:43:51 iter: 38860 loss: 1.4601 (1.5362) loss_classifier: 0.0356 (0.0769) loss_box_reg: 0.0661 (0.0865) loss_objectness: 0.0082 (0.0219) loss_rpn_box_reg: 0.0053 (0.0150) loss_da_image: 0.6751 (0.6693) loss_da_instance: 0.6640 (0.6598) loss_da_consistency: 0.0058 (0.0067) time: 1.1161 (1.1250) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:05:07,090 maskrcnn_benchmark.trainer INFO: eta: 9:43:28 iter: 38880 loss: 1.4990 (1.5361) loss_classifier: 0.0714 (0.0769) loss_box_reg: 0.0418 (0.0865) loss_objectness: 0.0160 (0.0219) loss_rpn_box_reg: 0.0102 (0.0150) loss_da_image: 0.6800 (0.6693) loss_da_instance: 0.6635 (0.6598) loss_da_consistency: 0.0051 (0.0067) time: 1.1244 (1.1250) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:05:29,531 maskrcnn_benchmark.trainer INFO: eta: 9:43:06 iter: 38900 loss: 1.5282 (1.5361) loss_classifier: 0.0658 (0.0769) loss_box_reg: 0.0768 (0.0865) loss_objectness: 0.0129 (0.0219) loss_rpn_box_reg: 0.0085 (0.0150) loss_da_image: 0.6752 (0.6693) loss_da_instance: 0.6565 (0.6598) loss_da_consistency: 0.0058 (0.0067) time: 1.1221 (1.1250) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:05:51,903 maskrcnn_benchmark.trainer INFO: eta: 9:42:43 iter: 38920 loss: 1.5347 (1.5361) loss_classifier: 0.0732 (0.0769) loss_box_reg: 0.0876 (0.0865) loss_objectness: 0.0083 (0.0219) loss_rpn_box_reg: 0.0096 (0.0150) loss_da_image: 0.6745 (0.6693) loss_da_instance: 0.6560 (0.6598) loss_da_consistency: 0.0055 (0.0067) time: 1.1167 (1.1249) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:06:14,320 maskrcnn_benchmark.trainer INFO: eta: 9:42:20 iter: 38940 loss: 1.4884 (1.5361) loss_classifier: 0.0484 (0.0769) loss_box_reg: 0.0741 (0.0865) loss_objectness: 0.0086 (0.0219) loss_rpn_box_reg: 0.0098 (0.0150) loss_da_image: 0.6759 (0.6693) loss_da_instance: 0.6671 (0.6598) loss_da_consistency: 0.0049 (0.0067) time: 1.1199 (1.1249) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:06:36,730 maskrcnn_benchmark.trainer INFO: eta: 9:41:58 iter: 38960 loss: 1.4909 (1.5361) loss_classifier: 0.0615 (0.0769) loss_box_reg: 0.0631 (0.0865) loss_objectness: 0.0087 (0.0219) loss_rpn_box_reg: 0.0058 (0.0150) loss_da_image: 0.6800 (0.6693) loss_da_instance: 0.6448 (0.6598) loss_da_consistency: 0.0057 (0.0067) time: 1.1227 (1.1249) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:06:59,095 maskrcnn_benchmark.trainer INFO: eta: 9:41:35 iter: 38980 loss: 1.4615 (1.5361) loss_classifier: 0.0420 (0.0769) loss_box_reg: 0.0550 (0.0865) loss_objectness: 0.0104 (0.0219) loss_rpn_box_reg: 0.0052 (0.0150) loss_da_image: 0.6770 (0.6693) loss_da_instance: 0.6756 (0.6598) loss_da_consistency: 0.0045 (0.0067) time: 1.1168 (1.1249) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:07:21,448 maskrcnn_benchmark.trainer INFO: eta: 9:41:13 iter: 39000 loss: 1.4803 (1.5361) loss_classifier: 0.0542 (0.0769) loss_box_reg: 0.0603 (0.0864) loss_objectness: 0.0091 (0.0219) loss_rpn_box_reg: 0.0071 (0.0150) loss_da_image: 0.6736 (0.6694) loss_da_instance: 0.6571 (0.6598) loss_da_consistency: 0.0055 (0.0067) time: 1.1175 (1.1249) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:07:43,910 maskrcnn_benchmark.trainer INFO: eta: 9:40:50 iter: 39020 loss: 1.4963 (1.5361) loss_classifier: 0.0514 (0.0769) loss_box_reg: 0.0485 (0.0864) loss_objectness: 0.0128 (0.0219) loss_rpn_box_reg: 0.0058 (0.0150) loss_da_image: 0.6800 (0.6694) loss_da_instance: 0.6567 (0.6598) loss_da_consistency: 0.0051 (0.0067) time: 1.1212 (1.1249) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:08:06,308 maskrcnn_benchmark.trainer INFO: eta: 9:40:27 iter: 39040 loss: 1.4974 (1.5361) loss_classifier: 0.0715 (0.0769) loss_box_reg: 0.0654 (0.0864) loss_objectness: 0.0081 (0.0219) loss_rpn_box_reg: 0.0092 (0.0150) loss_da_image: 0.6752 (0.6694) loss_da_instance: 0.6666 (0.6598) loss_da_consistency: 0.0066 (0.0067) time: 1.1198 (1.1249) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:08:28,696 maskrcnn_benchmark.trainer INFO: eta: 9:40:05 iter: 39060 loss: 1.4849 (1.5360) loss_classifier: 0.0495 (0.0769) loss_box_reg: 0.0598 (0.0864) loss_objectness: 0.0096 (0.0219) loss_rpn_box_reg: 0.0059 (0.0150) loss_da_image: 0.6803 (0.6694) loss_da_instance: 0.6550 (0.6598) loss_da_consistency: 0.0058 (0.0067) time: 1.1193 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:08:51,109 maskrcnn_benchmark.trainer INFO: eta: 9:39:42 iter: 39080 loss: 1.4491 (1.5360) loss_classifier: 0.0491 (0.0769) loss_box_reg: 0.0638 (0.0864) loss_objectness: 0.0109 (0.0219) loss_rpn_box_reg: 0.0072 (0.0150) loss_da_image: 0.6737 (0.6694) loss_da_instance: 0.6541 (0.6598) loss_da_consistency: 0.0056 (0.0067) time: 1.1210 (1.1249) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:09:13,593 maskrcnn_benchmark.trainer INFO: eta: 9:39:20 iter: 39100 loss: 1.4867 (1.5360) loss_classifier: 0.0658 (0.0769) loss_box_reg: 0.0573 (0.0864) loss_objectness: 0.0066 (0.0218) loss_rpn_box_reg: 0.0104 (0.0150) loss_da_image: 0.6750 (0.6694) loss_da_instance: 0.6764 (0.6598) loss_da_consistency: 0.0049 (0.0067) time: 1.1241 (1.1249) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:09:36,005 maskrcnn_benchmark.trainer INFO: eta: 9:38:57 iter: 39120 loss: 1.4770 (1.5360) loss_classifier: 0.0425 (0.0769) loss_box_reg: 0.0667 (0.0864) loss_objectness: 0.0097 (0.0218) loss_rpn_box_reg: 0.0063 (0.0150) loss_da_image: 0.6768 (0.6694) loss_da_instance: 0.6677 (0.6598) loss_da_consistency: 0.0052 (0.0067) time: 1.1170 (1.1249) data: 0.0793 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:09:58,374 maskrcnn_benchmark.trainer INFO: eta: 9:38:35 iter: 39140 loss: 1.5353 (1.5360) loss_classifier: 0.0680 (0.0769) loss_box_reg: 0.0723 (0.0864) loss_objectness: 0.0115 (0.0218) loss_rpn_box_reg: 0.0055 (0.0150) loss_da_image: 0.6742 (0.6694) loss_da_instance: 0.6634 (0.6598) loss_da_consistency: 0.0057 (0.0067) time: 1.1142 (1.1249) data: 0.0799 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:10:20,796 maskrcnn_benchmark.trainer INFO: eta: 9:38:12 iter: 39160 loss: 1.4748 (1.5360) loss_classifier: 0.0450 (0.0769) loss_box_reg: 0.0548 (0.0864) loss_objectness: 0.0088 (0.0218) loss_rpn_box_reg: 0.0053 (0.0150) loss_da_image: 0.6728 (0.6694) loss_da_instance: 0.6530 (0.6598) loss_da_consistency: 0.0054 (0.0067) time: 1.1205 (1.1249) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:10:43,200 maskrcnn_benchmark.trainer INFO: eta: 9:37:49 iter: 39180 loss: 1.4588 (1.5360) loss_classifier: 0.0296 (0.0769) loss_box_reg: 0.0414 (0.0864) loss_objectness: 0.0124 (0.0218) loss_rpn_box_reg: 0.0044 (0.0150) loss_da_image: 0.6801 (0.6694) loss_da_instance: 0.6678 (0.6598) loss_da_consistency: 0.0047 (0.0067) time: 1.1190 (1.1249) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:11:05,576 maskrcnn_benchmark.trainer INFO: eta: 9:37:27 iter: 39200 loss: 1.4983 (1.5359) loss_classifier: 0.0690 (0.0768) loss_box_reg: 0.0706 (0.0864) loss_objectness: 0.0086 (0.0218) loss_rpn_box_reg: 0.0095 (0.0150) loss_da_image: 0.6825 (0.6694) loss_da_instance: 0.6701 (0.6598) loss_da_consistency: 0.0048 (0.0067) time: 1.1157 (1.1249) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:11:27,957 maskrcnn_benchmark.trainer INFO: eta: 9:37:04 iter: 39220 loss: 1.4815 (1.5359) loss_classifier: 0.0515 (0.0768) loss_box_reg: 0.0618 (0.0864) loss_objectness: 0.0065 (0.0218) loss_rpn_box_reg: 0.0043 (0.0150) loss_da_image: 0.6805 (0.6694) loss_da_instance: 0.6631 (0.6598) loss_da_consistency: 0.0050 (0.0067) time: 1.1203 (1.1249) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:11:50,391 maskrcnn_benchmark.trainer INFO: eta: 9:36:42 iter: 39240 loss: 1.4757 (1.5359) loss_classifier: 0.0441 (0.0768) loss_box_reg: 0.0722 (0.0864) loss_objectness: 0.0037 (0.0218) loss_rpn_box_reg: 0.0062 (0.0150) loss_da_image: 0.6638 (0.6694) loss_da_instance: 0.6500 (0.6598) loss_da_consistency: 0.0060 (0.0067) time: 1.1189 (1.1249) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:12:12,909 maskrcnn_benchmark.trainer INFO: eta: 9:36:19 iter: 39260 loss: 1.4497 (1.5359) loss_classifier: 0.0498 (0.0768) loss_box_reg: 0.0760 (0.0864) loss_objectness: 0.0101 (0.0218) loss_rpn_box_reg: 0.0053 (0.0150) loss_da_image: 0.6584 (0.6694) loss_da_instance: 0.6464 (0.6598) loss_da_consistency: 0.0070 (0.0067) time: 1.1253 (1.1249) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:12:35,540 maskrcnn_benchmark.trainer INFO: eta: 9:35:57 iter: 39280 loss: 1.4562 (1.5358) loss_classifier: 0.0398 (0.0768) loss_box_reg: 0.0303 (0.0863) loss_objectness: 0.0078 (0.0218) loss_rpn_box_reg: 0.0053 (0.0150) loss_da_image: 0.6758 (0.6694) loss_da_instance: 0.6683 (0.6598) loss_da_consistency: 0.0061 (0.0067) time: 1.1230 (1.1249) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:12:58,223 maskrcnn_benchmark.trainer INFO: eta: 9:35:35 iter: 39300 loss: 1.4661 (1.5358) loss_classifier: 0.0456 (0.0768) loss_box_reg: 0.0717 (0.0863) loss_objectness: 0.0078 (0.0218) loss_rpn_box_reg: 0.0047 (0.0150) loss_da_image: 0.6773 (0.6694) loss_da_instance: 0.6540 (0.6598) loss_da_consistency: 0.0063 (0.0067) time: 1.1291 (1.1249) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:13:20,667 maskrcnn_benchmark.trainer INFO: eta: 9:35:12 iter: 39320 loss: 1.5025 (1.5358) loss_classifier: 0.0589 (0.0768) loss_box_reg: 0.0840 (0.0863) loss_objectness: 0.0123 (0.0218) loss_rpn_box_reg: 0.0113 (0.0150) loss_da_image: 0.6833 (0.6694) loss_da_instance: 0.6543 (0.6598) loss_da_consistency: 0.0066 (0.0067) time: 1.1207 (1.1249) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:13:43,208 maskrcnn_benchmark.trainer INFO: eta: 9:34:50 iter: 39340 loss: 1.4900 (1.5358) loss_classifier: 0.0459 (0.0768) loss_box_reg: 0.0681 (0.0863) loss_objectness: 0.0073 (0.0218) loss_rpn_box_reg: 0.0062 (0.0150) loss_da_image: 0.6838 (0.6694) loss_da_instance: 0.6621 (0.6598) loss_da_consistency: 0.0069 (0.0067) time: 1.1248 (1.1249) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:14:05,644 maskrcnn_benchmark.trainer INFO: eta: 9:34:27 iter: 39360 loss: 1.4773 (1.5358) loss_classifier: 0.0496 (0.0768) loss_box_reg: 0.0554 (0.0863) loss_objectness: 0.0144 (0.0218) loss_rpn_box_reg: 0.0076 (0.0150) loss_da_image: 0.6775 (0.6694) loss_da_instance: 0.6620 (0.6598) loss_da_consistency: 0.0052 (0.0067) time: 1.1208 (1.1249) data: 0.0781 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:14:28,321 maskrcnn_benchmark.trainer INFO: eta: 9:34:05 iter: 39380 loss: 1.4572 (1.5358) loss_classifier: 0.0418 (0.0768) loss_box_reg: 0.0480 (0.0863) loss_objectness: 0.0112 (0.0218) loss_rpn_box_reg: 0.0048 (0.0150) loss_da_image: 0.6761 (0.6694) loss_da_instance: 0.6623 (0.6598) loss_da_consistency: 0.0048 (0.0067) time: 1.1221 (1.1249) data: 0.0753 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:14:50,954 maskrcnn_benchmark.trainer INFO: eta: 9:33:42 iter: 39400 loss: 1.5137 (1.5358) loss_classifier: 0.0527 (0.0768) loss_box_reg: 0.0692 (0.0863) loss_objectness: 0.0055 (0.0218) loss_rpn_box_reg: 0.0102 (0.0150) loss_da_image: 0.6760 (0.6694) loss_da_instance: 0.6489 (0.6598) loss_da_consistency: 0.0064 (0.0067) time: 1.1280 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:15:13,355 maskrcnn_benchmark.trainer INFO: eta: 9:33:20 iter: 39420 loss: 1.5293 (1.5358) loss_classifier: 0.0694 (0.0768) loss_box_reg: 0.1110 (0.0863) loss_objectness: 0.0097 (0.0218) loss_rpn_box_reg: 0.0098 (0.0150) loss_da_image: 0.6769 (0.6694) loss_da_instance: 0.6524 (0.6598) loss_da_consistency: 0.0061 (0.0067) time: 1.1181 (1.1249) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:15:35,769 maskrcnn_benchmark.trainer INFO: eta: 9:32:57 iter: 39440 loss: 1.5017 (1.5358) loss_classifier: 0.0650 (0.0768) loss_box_reg: 0.0950 (0.0863) loss_objectness: 0.0109 (0.0218) loss_rpn_box_reg: 0.0085 (0.0150) loss_da_image: 0.6787 (0.6694) loss_da_instance: 0.6512 (0.6598) loss_da_consistency: 0.0064 (0.0067) time: 1.1196 (1.1249) data: 0.0806 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:15:58,205 maskrcnn_benchmark.trainer INFO: eta: 9:32:35 iter: 39460 loss: 1.4515 (1.5357) loss_classifier: 0.0490 (0.0767) loss_box_reg: 0.0530 (0.0863) loss_objectness: 0.0081 (0.0218) loss_rpn_box_reg: 0.0079 (0.0150) loss_da_image: 0.6762 (0.6694) loss_da_instance: 0.6530 (0.6598) loss_da_consistency: 0.0047 (0.0067) time: 1.1229 (1.1249) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:16:20,670 maskrcnn_benchmark.trainer INFO: eta: 9:32:12 iter: 39480 loss: 1.4508 (1.5357) loss_classifier: 0.0472 (0.0767) loss_box_reg: 0.0471 (0.0863) loss_objectness: 0.0060 (0.0218) loss_rpn_box_reg: 0.0071 (0.0150) loss_da_image: 0.6699 (0.6694) loss_da_instance: 0.6516 (0.6598) loss_da_consistency: 0.0061 (0.0067) time: 1.1202 (1.1249) data: 0.0800 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:16:43,038 maskrcnn_benchmark.trainer INFO: eta: 9:31:49 iter: 39500 loss: 1.5129 (1.5357) loss_classifier: 0.0746 (0.0767) loss_box_reg: 0.0709 (0.0863) loss_objectness: 0.0076 (0.0218) loss_rpn_box_reg: 0.0095 (0.0150) loss_da_image: 0.6744 (0.6694) loss_da_instance: 0.6664 (0.6598) loss_da_consistency: 0.0049 (0.0067) time: 1.1181 (1.1249) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:17:05,438 maskrcnn_benchmark.trainer INFO: eta: 9:31:27 iter: 39520 loss: 1.5544 (1.5357) loss_classifier: 0.0789 (0.0767) loss_box_reg: 0.0649 (0.0863) loss_objectness: 0.0102 (0.0218) loss_rpn_box_reg: 0.0116 (0.0150) loss_da_image: 0.6796 (0.6694) loss_da_instance: 0.6613 (0.6598) loss_da_consistency: 0.0055 (0.0067) time: 1.1190 (1.1249) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:17:28,098 maskrcnn_benchmark.trainer INFO: eta: 9:31:04 iter: 39540 loss: 1.5036 (1.5357) loss_classifier: 0.0486 (0.0767) loss_box_reg: 0.0558 (0.0863) loss_objectness: 0.0119 (0.0218) loss_rpn_box_reg: 0.0058 (0.0150) loss_da_image: 0.6837 (0.6695) loss_da_instance: 0.6524 (0.6598) loss_da_consistency: 0.0062 (0.0067) time: 1.1203 (1.1249) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:17:50,448 maskrcnn_benchmark.trainer INFO: eta: 9:30:42 iter: 39560 loss: 1.5234 (1.5357) loss_classifier: 0.0570 (0.0767) loss_box_reg: 0.0787 (0.0863) loss_objectness: 0.0104 (0.0218) loss_rpn_box_reg: 0.0088 (0.0150) loss_da_image: 0.6818 (0.6695) loss_da_instance: 0.6800 (0.6598) loss_da_consistency: 0.0063 (0.0067) time: 1.1158 (1.1249) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:18:12,921 maskrcnn_benchmark.trainer INFO: eta: 9:30:19 iter: 39580 loss: 1.4785 (1.5357) loss_classifier: 0.0478 (0.0767) loss_box_reg: 0.0618 (0.0863) loss_objectness: 0.0096 (0.0217) loss_rpn_box_reg: 0.0081 (0.0150) loss_da_image: 0.6763 (0.6695) loss_da_instance: 0.6647 (0.6598) loss_da_consistency: 0.0053 (0.0067) time: 1.1220 (1.1249) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:18:35,351 maskrcnn_benchmark.trainer INFO: eta: 9:29:57 iter: 39600 loss: 1.5056 (1.5357) loss_classifier: 0.0498 (0.0767) loss_box_reg: 0.0555 (0.0863) loss_objectness: 0.0093 (0.0217) loss_rpn_box_reg: 0.0149 (0.0150) loss_da_image: 0.6780 (0.6695) loss_da_instance: 0.6571 (0.6598) loss_da_consistency: 0.0053 (0.0067) time: 1.1209 (1.1249) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:18:57,834 maskrcnn_benchmark.trainer INFO: eta: 9:29:34 iter: 39620 loss: 1.5014 (1.5356) loss_classifier: 0.0734 (0.0767) loss_box_reg: 0.0498 (0.0863) loss_objectness: 0.0128 (0.0217) loss_rpn_box_reg: 0.0045 (0.0150) loss_da_image: 0.6791 (0.6695) loss_da_instance: 0.6574 (0.6598) loss_da_consistency: 0.0055 (0.0067) time: 1.1224 (1.1249) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:19:20,247 maskrcnn_benchmark.trainer INFO: eta: 9:29:12 iter: 39640 loss: 1.4822 (1.5356) loss_classifier: 0.0474 (0.0767) loss_box_reg: 0.0583 (0.0862) loss_objectness: 0.0078 (0.0217) loss_rpn_box_reg: 0.0077 (0.0150) loss_da_image: 0.6812 (0.6695) loss_da_instance: 0.6622 (0.6598) loss_da_consistency: 0.0052 (0.0067) time: 1.1198 (1.1249) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:19:42,637 maskrcnn_benchmark.trainer INFO: eta: 9:28:49 iter: 39660 loss: 1.5057 (1.5356) loss_classifier: 0.0429 (0.0767) loss_box_reg: 0.0602 (0.0862) loss_objectness: 0.0100 (0.0217) loss_rpn_box_reg: 0.0055 (0.0149) loss_da_image: 0.6727 (0.6695) loss_da_instance: 0.6700 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1208 (1.1249) data: 0.0790 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:20:05,097 maskrcnn_benchmark.trainer INFO: eta: 9:28:27 iter: 39680 loss: 1.4451 (1.5356) loss_classifier: 0.0545 (0.0767) loss_box_reg: 0.0416 (0.0862) loss_objectness: 0.0100 (0.0217) loss_rpn_box_reg: 0.0067 (0.0149) loss_da_image: 0.6644 (0.6695) loss_da_instance: 0.6584 (0.6599) loss_da_consistency: 0.0057 (0.0067) time: 1.1248 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:20:27,496 maskrcnn_benchmark.trainer INFO: eta: 9:28:04 iter: 39700 loss: 1.4705 (1.5356) loss_classifier: 0.0489 (0.0767) loss_box_reg: 0.0595 (0.0862) loss_objectness: 0.0101 (0.0217) loss_rpn_box_reg: 0.0089 (0.0149) loss_da_image: 0.6707 (0.6695) loss_da_instance: 0.6604 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1188 (1.1249) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:20:50,015 maskrcnn_benchmark.trainer INFO: eta: 9:27:42 iter: 39720 loss: 1.4676 (1.5355) loss_classifier: 0.0539 (0.0766) loss_box_reg: 0.0697 (0.0862) loss_objectness: 0.0100 (0.0217) loss_rpn_box_reg: 0.0082 (0.0149) loss_da_image: 0.6721 (0.6695) loss_da_instance: 0.6538 (0.6599) loss_da_consistency: 0.0058 (0.0067) time: 1.1244 (1.1249) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:21:12,442 maskrcnn_benchmark.trainer INFO: eta: 9:27:19 iter: 39740 loss: 1.4887 (1.5355) loss_classifier: 0.0601 (0.0766) loss_box_reg: 0.0723 (0.0862) loss_objectness: 0.0059 (0.0217) loss_rpn_box_reg: 0.0064 (0.0149) loss_da_image: 0.6712 (0.6695) loss_da_instance: 0.6500 (0.6599) loss_da_consistency: 0.0062 (0.0067) time: 1.1219 (1.1249) data: 0.0794 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:21:34,780 maskrcnn_benchmark.trainer INFO: eta: 9:26:56 iter: 39760 loss: 1.4970 (1.5355) loss_classifier: 0.0634 (0.0766) loss_box_reg: 0.0759 (0.0862) loss_objectness: 0.0114 (0.0217) loss_rpn_box_reg: 0.0094 (0.0149) loss_da_image: 0.6738 (0.6695) loss_da_instance: 0.6600 (0.6599) loss_da_consistency: 0.0051 (0.0067) time: 1.1174 (1.1249) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:21:57,170 maskrcnn_benchmark.trainer INFO: eta: 9:26:34 iter: 39780 loss: 1.4983 (1.5355) loss_classifier: 0.0631 (0.0766) loss_box_reg: 0.0732 (0.0862) loss_objectness: 0.0079 (0.0217) loss_rpn_box_reg: 0.0081 (0.0149) loss_da_image: 0.6769 (0.6695) loss_da_instance: 0.6540 (0.6599) loss_da_consistency: 0.0066 (0.0067) time: 1.1177 (1.1249) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:22:19,486 maskrcnn_benchmark.trainer INFO: eta: 9:26:11 iter: 39800 loss: 1.4625 (1.5355) loss_classifier: 0.0517 (0.0766) loss_box_reg: 0.0451 (0.0862) loss_objectness: 0.0079 (0.0217) loss_rpn_box_reg: 0.0075 (0.0149) loss_da_image: 0.6747 (0.6695) loss_da_instance: 0.6533 (0.6599) loss_da_consistency: 0.0062 (0.0067) time: 1.1167 (1.1249) data: 0.0777 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:22:41,956 maskrcnn_benchmark.trainer INFO: eta: 9:25:49 iter: 39820 loss: 1.4576 (1.5354) loss_classifier: 0.0481 (0.0766) loss_box_reg: 0.0507 (0.0862) loss_objectness: 0.0070 (0.0217) loss_rpn_box_reg: 0.0058 (0.0149) loss_da_image: 0.6742 (0.6695) loss_da_instance: 0.6642 (0.6599) loss_da_consistency: 0.0051 (0.0067) time: 1.1146 (1.1249) data: 0.0760 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:23:04,294 maskrcnn_benchmark.trainer INFO: eta: 9:25:26 iter: 39840 loss: 1.4348 (1.5354) loss_classifier: 0.0327 (0.0766) loss_box_reg: 0.0418 (0.0862) loss_objectness: 0.0036 (0.0217) loss_rpn_box_reg: 0.0062 (0.0149) loss_da_image: 0.6706 (0.6695) loss_da_instance: 0.6633 (0.6599) loss_da_consistency: 0.0048 (0.0067) time: 1.1157 (1.1249) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:23:26,820 maskrcnn_benchmark.trainer INFO: eta: 9:25:04 iter: 39860 loss: 1.4577 (1.5354) loss_classifier: 0.0318 (0.0766) loss_box_reg: 0.0390 (0.0861) loss_objectness: 0.0070 (0.0217) loss_rpn_box_reg: 0.0039 (0.0149) loss_da_image: 0.6747 (0.6695) loss_da_instance: 0.6694 (0.6599) loss_da_consistency: 0.0062 (0.0067) time: 1.1213 (1.1249) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:23:49,275 maskrcnn_benchmark.trainer INFO: eta: 9:24:41 iter: 39880 loss: 1.4580 (1.5353) loss_classifier: 0.0519 (0.0766) loss_box_reg: 0.0589 (0.0861) loss_objectness: 0.0080 (0.0217) loss_rpn_box_reg: 0.0058 (0.0149) loss_da_image: 0.6800 (0.6695) loss_da_instance: 0.6506 (0.6599) loss_da_consistency: 0.0052 (0.0067) time: 1.1225 (1.1249) data: 0.0791 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:24:11,778 maskrcnn_benchmark.trainer INFO: eta: 9:24:19 iter: 39900 loss: 1.5286 (1.5354) loss_classifier: 0.0963 (0.0766) loss_box_reg: 0.0784 (0.0861) loss_objectness: 0.0163 (0.0217) loss_rpn_box_reg: 0.0119 (0.0149) loss_da_image: 0.6693 (0.6695) loss_da_instance: 0.6647 (0.6599) loss_da_consistency: 0.0067 (0.0067) time: 1.1194 (1.1249) data: 0.0804 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:24:34,240 maskrcnn_benchmark.trainer INFO: eta: 9:23:56 iter: 39920 loss: 1.5228 (1.5354) loss_classifier: 0.0679 (0.0766) loss_box_reg: 0.0707 (0.0861) loss_objectness: 0.0099 (0.0217) loss_rpn_box_reg: 0.0087 (0.0149) loss_da_image: 0.6776 (0.6695) loss_da_instance: 0.6495 (0.6599) loss_da_consistency: 0.0064 (0.0067) time: 1.1221 (1.1249) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:24:56,648 maskrcnn_benchmark.trainer INFO: eta: 9:23:33 iter: 39940 loss: 1.4290 (1.5353) loss_classifier: 0.0428 (0.0766) loss_box_reg: 0.0353 (0.0861) loss_objectness: 0.0043 (0.0217) loss_rpn_box_reg: 0.0039 (0.0149) loss_da_image: 0.6786 (0.6695) loss_da_instance: 0.6626 (0.6599) loss_da_consistency: 0.0055 (0.0067) time: 1.1198 (1.1249) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:25:19,026 maskrcnn_benchmark.trainer INFO: eta: 9:23:11 iter: 39960 loss: 1.4279 (1.5353) loss_classifier: 0.0365 (0.0766) loss_box_reg: 0.0345 (0.0861) loss_objectness: 0.0117 (0.0217) loss_rpn_box_reg: 0.0053 (0.0149) loss_da_image: 0.6698 (0.6695) loss_da_instance: 0.6683 (0.6599) loss_da_consistency: 0.0060 (0.0067) time: 1.1190 (1.1249) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:25:41,425 maskrcnn_benchmark.trainer INFO: eta: 9:22:48 iter: 39980 loss: 1.5088 (1.5353) loss_classifier: 0.0682 (0.0766) loss_box_reg: 0.0657 (0.0861) loss_objectness: 0.0120 (0.0217) loss_rpn_box_reg: 0.0075 (0.0149) loss_da_image: 0.6828 (0.6695) loss_da_instance: 0.6543 (0.6599) loss_da_consistency: 0.0061 (0.0067) time: 1.1177 (1.1249) data: 0.0779 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:26:03,887 maskrcnn_benchmark.trainer INFO: eta: 9:22:26 iter: 40000 loss: 1.4475 (1.5352) loss_classifier: 0.0450 (0.0765) loss_box_reg: 0.0458 (0.0861) loss_objectness: 0.0051 (0.0217) loss_rpn_box_reg: 0.0050 (0.0149) loss_da_image: 0.6755 (0.6695) loss_da_instance: 0.6571 (0.6599) loss_da_consistency: 0.0061 (0.0067) time: 1.1242 (1.1249) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:26:03,889 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to results/r50_sc_cst/model_0040000.pth
2019-10-03 22:26:26,591 maskrcnn_benchmark.trainer INFO: eta: 9:22:03 iter: 40020 loss: 1.4226 (1.5352) loss_classifier: 0.0307 (0.0765) loss_box_reg: 0.0349 (0.0860) loss_objectness: 0.0052 (0.0217) loss_rpn_box_reg: 0.0037 (0.0149) loss_da_image: 0.6741 (0.6695) loss_da_instance: 0.6635 (0.6599) loss_da_consistency: 0.0050 (0.0067) time: 1.1190 (1.1249) data: 0.0771 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:26:48,934 maskrcnn_benchmark.trainer INFO: eta: 9:21:41 iter: 40040 loss: 1.5374 (1.5352) loss_classifier: 0.0744 (0.0765) loss_box_reg: 0.0756 (0.0860) loss_objectness: 0.0116 (0.0217) loss_rpn_box_reg: 0.0128 (0.0149) loss_da_image: 0.6750 (0.6695) loss_da_instance: 0.6585 (0.6599) loss_da_consistency: 0.0055 (0.0067) time: 1.1173 (1.1249) data: 0.0774 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:27:11,376 maskrcnn_benchmark.trainer INFO: eta: 9:21:18 iter: 40060 loss: 1.4850 (1.5352) loss_classifier: 0.0596 (0.0765) loss_box_reg: 0.0568 (0.0860) loss_objectness: 0.0129 (0.0217) loss_rpn_box_reg: 0.0088 (0.0149) loss_da_image: 0.6805 (0.6695) loss_da_instance: 0.6698 (0.6599) loss_da_consistency: 0.0055 (0.0067) time: 1.1203 (1.1249) data: 0.0780 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:27:33,957 maskrcnn_benchmark.trainer INFO: eta: 9:20:56 iter: 40080 loss: 1.4479 (1.5352) loss_classifier: 0.0522 (0.0765) loss_box_reg: 0.0441 (0.0860) loss_objectness: 0.0045 (0.0216) loss_rpn_box_reg: 0.0041 (0.0149) loss_da_image: 0.6753 (0.6695) loss_da_instance: 0.6622 (0.6599) loss_da_consistency: 0.0048 (0.0067) time: 1.1200 (1.1249) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:27:56,390 maskrcnn_benchmark.trainer INFO: eta: 9:20:33 iter: 40100 loss: 1.4753 (1.5351) loss_classifier: 0.0612 (0.0765) loss_box_reg: 0.0780 (0.0860) loss_objectness: 0.0083 (0.0216) loss_rpn_box_reg: 0.0069 (0.0149) loss_da_image: 0.6756 (0.6695) loss_da_instance: 0.6576 (0.6599) loss_da_consistency: 0.0057 (0.0067) time: 1.1209 (1.1249) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:28:18,826 maskrcnn_benchmark.trainer INFO: eta: 9:20:11 iter: 40120 loss: 1.5132 (1.5351) loss_classifier: 0.0540 (0.0765) loss_box_reg: 0.0693 (0.0860) loss_objectness: 0.0099 (0.0216) loss_rpn_box_reg: 0.0064 (0.0149) loss_da_image: 0.6697 (0.6695) loss_da_instance: 0.6609 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1214 (1.1249) data: 0.0798 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:28:41,336 maskrcnn_benchmark.trainer INFO: eta: 9:19:48 iter: 40140 loss: 1.4396 (1.5351) loss_classifier: 0.0368 (0.0765) loss_box_reg: 0.0258 (0.0860) loss_objectness: 0.0065 (0.0216) loss_rpn_box_reg: 0.0044 (0.0149) loss_da_image: 0.6798 (0.6695) loss_da_instance: 0.6583 (0.6599) loss_da_consistency: 0.0055 (0.0067) time: 1.1181 (1.1249) data: 0.0762 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:29:03,949 maskrcnn_benchmark.trainer INFO: eta: 9:19:26 iter: 40160 loss: 1.4787 (1.5351) loss_classifier: 0.0557 (0.0765) loss_box_reg: 0.0812 (0.0860) loss_objectness: 0.0106 (0.0216) loss_rpn_box_reg: 0.0090 (0.0149) loss_da_image: 0.6702 (0.6695) loss_da_instance: 0.6525 (0.6599) loss_da_consistency: 0.0058 (0.0067) time: 1.1274 (1.1249) data: 0.0797 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:29:26,396 maskrcnn_benchmark.trainer INFO: eta: 9:19:03 iter: 40180 loss: 1.4392 (1.5350) loss_classifier: 0.0551 (0.0765) loss_box_reg: 0.0521 (0.0860) loss_objectness: 0.0102 (0.0216) loss_rpn_box_reg: 0.0074 (0.0149) loss_da_image: 0.6747 (0.6695) loss_da_instance: 0.6590 (0.6599) loss_da_consistency: 0.0056 (0.0067) time: 1.1203 (1.1249) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:29:48,846 maskrcnn_benchmark.trainer INFO: eta: 9:18:41 iter: 40200 loss: 1.4896 (1.5350) loss_classifier: 0.0598 (0.0765) loss_box_reg: 0.0695 (0.0860) loss_objectness: 0.0085 (0.0216) loss_rpn_box_reg: 0.0094 (0.0149) loss_da_image: 0.6739 (0.6695) loss_da_instance: 0.6534 (0.6599) loss_da_consistency: 0.0064 (0.0067) time: 1.1225 (1.1249) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:30:11,281 maskrcnn_benchmark.trainer INFO: eta: 9:18:18 iter: 40220 loss: 1.4897 (1.5350) loss_classifier: 0.0553 (0.0765) loss_box_reg: 0.0820 (0.0860) loss_objectness: 0.0125 (0.0216) loss_rpn_box_reg: 0.0063 (0.0149) loss_da_image: 0.6767 (0.6695) loss_da_instance: 0.6624 (0.6599) loss_da_consistency: 0.0060 (0.0067) time: 1.1184 (1.1249) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:30:33,780 maskrcnn_benchmark.trainer INFO: eta: 9:17:56 iter: 40240 loss: 1.4689 (1.5350) loss_classifier: 0.0512 (0.0764) loss_box_reg: 0.0540 (0.0860) loss_objectness: 0.0091 (0.0216) loss_rpn_box_reg: 0.0078 (0.0149) loss_da_image: 0.6797 (0.6695) loss_da_instance: 0.6695 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1238 (1.1249) data: 0.0776 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:30:56,553 maskrcnn_benchmark.trainer INFO: eta: 9:17:33 iter: 40260 loss: 1.5127 (1.5350) loss_classifier: 0.0693 (0.0764) loss_box_reg: 0.0599 (0.0859) loss_objectness: 0.0119 (0.0216) loss_rpn_box_reg: 0.0072 (0.0149) loss_da_image: 0.6792 (0.6696) loss_da_instance: 0.6707 (0.6599) loss_da_consistency: 0.0062 (0.0067) time: 1.1196 (1.1249) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:31:18,943 maskrcnn_benchmark.trainer INFO: eta: 9:17:11 iter: 40280 loss: 1.4937 (1.5350) loss_classifier: 0.0612 (0.0764) loss_box_reg: 0.0679 (0.0859) loss_objectness: 0.0094 (0.0216) loss_rpn_box_reg: 0.0099 (0.0149) loss_da_image: 0.6745 (0.6696) loss_da_instance: 0.6634 (0.6599) loss_da_consistency: 0.0055 (0.0067) time: 1.1176 (1.1249) data: 0.0785 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:31:41,442 maskrcnn_benchmark.trainer INFO: eta: 9:16:48 iter: 40300 loss: 1.5141 (1.5350) loss_classifier: 0.0505 (0.0764) loss_box_reg: 0.0704 (0.0859) loss_objectness: 0.0051 (0.0216) loss_rpn_box_reg: 0.0057 (0.0149) loss_da_image: 0.6755 (0.6696) loss_da_instance: 0.6613 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1245 (1.1249) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:32:04,380 maskrcnn_benchmark.trainer INFO: eta: 9:16:26 iter: 40320 loss: 1.4882 (1.5349) loss_classifier: 0.0436 (0.0764) loss_box_reg: 0.0547 (0.0859) loss_objectness: 0.0050 (0.0216) loss_rpn_box_reg: 0.0085 (0.0149) loss_da_image: 0.6717 (0.6696) loss_da_instance: 0.6624 (0.6599) loss_da_consistency: 0.0050 (0.0067) time: 1.1241 (1.1249) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:32:26,735 maskrcnn_benchmark.trainer INFO: eta: 9:16:04 iter: 40340 loss: 1.4970 (1.5349) loss_classifier: 0.0495 (0.0764) loss_box_reg: 0.0405 (0.0859) loss_objectness: 0.0123 (0.0216) loss_rpn_box_reg: 0.0151 (0.0149) loss_da_image: 0.6843 (0.6696) loss_da_instance: 0.6700 (0.6599) loss_da_consistency: 0.0059 (0.0067) time: 1.1177 (1.1249) data: 0.0775 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:32:49,198 maskrcnn_benchmark.trainer INFO: eta: 9:15:41 iter: 40360 loss: 1.5179 (1.5349) loss_classifier: 0.0569 (0.0764) loss_box_reg: 0.0762 (0.0859) loss_objectness: 0.0085 (0.0216) loss_rpn_box_reg: 0.0110 (0.0149) loss_da_image: 0.6751 (0.6696) loss_da_instance: 0.6659 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1221 (1.1249) data: 0.0792 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:33:11,616 maskrcnn_benchmark.trainer INFO: eta: 9:15:18 iter: 40380 loss: 1.4326 (1.5349) loss_classifier: 0.0332 (0.0764) loss_box_reg: 0.0322 (0.0859) loss_objectness: 0.0043 (0.0216) loss_rpn_box_reg: 0.0070 (0.0149) loss_da_image: 0.6791 (0.6696) loss_da_instance: 0.6807 (0.6599) loss_da_consistency: 0.0052 (0.0067) time: 1.1175 (1.1249) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:33:34,046 maskrcnn_benchmark.trainer INFO: eta: 9:14:56 iter: 40400 loss: 1.4822 (1.5349) loss_classifier: 0.0596 (0.0764) loss_box_reg: 0.0560 (0.0859) loss_objectness: 0.0080 (0.0216) loss_rpn_box_reg: 0.0065 (0.0149) loss_da_image: 0.6640 (0.6696) loss_da_instance: 0.6570 (0.6599) loss_da_consistency: 0.0051 (0.0067) time: 1.1202 (1.1249) data: 0.0783 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:33:56,520 maskrcnn_benchmark.trainer INFO: eta: 9:14:33 iter: 40420 loss: 1.4655 (1.5349) loss_classifier: 0.0565 (0.0764) loss_box_reg: 0.0674 (0.0859) loss_objectness: 0.0078 (0.0216) loss_rpn_box_reg: 0.0075 (0.0149) loss_da_image: 0.6670 (0.6696) loss_da_instance: 0.6542 (0.6599) loss_da_consistency: 0.0066 (0.0067) time: 1.1255 (1.1249) data: 0.0795 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:34:19,032 maskrcnn_benchmark.trainer INFO: eta: 9:14:11 iter: 40440 loss: 1.4645 (1.5348) loss_classifier: 0.0516 (0.0764) loss_box_reg: 0.0689 (0.0859) loss_objectness: 0.0104 (0.0216) loss_rpn_box_reg: 0.0099 (0.0149) loss_da_image: 0.6733 (0.6696) loss_da_instance: 0.6536 (0.6599) loss_da_consistency: 0.0066 (0.0067) time: 1.1220 (1.1249) data: 0.0784 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:34:41,415 maskrcnn_benchmark.trainer INFO: eta: 9:13:48 iter: 40460 loss: 1.5023 (1.5348) loss_classifier: 0.0634 (0.0764) loss_box_reg: 0.0838 (0.0859) loss_objectness: 0.0119 (0.0216) loss_rpn_box_reg: 0.0069 (0.0149) loss_da_image: 0.6742 (0.6696) loss_da_instance: 0.6572 (0.6599) loss_da_consistency: 0.0055 (0.0067) time: 1.1184 (1.1249) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:35:03,821 maskrcnn_benchmark.trainer INFO: eta: 9:13:26 iter: 40480 loss: 1.4767 (1.5348) loss_classifier: 0.0525 (0.0764) loss_box_reg: 0.0624 (0.0859) loss_objectness: 0.0066 (0.0216) loss_rpn_box_reg: 0.0097 (0.0149) loss_da_image: 0.6809 (0.6696) loss_da_instance: 0.6656 (0.6599) loss_da_consistency: 0.0056 (0.0067) time: 1.1184 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:35:26,535 maskrcnn_benchmark.trainer INFO: eta: 9:13:03 iter: 40500 loss: 1.4507 (1.5348) loss_classifier: 0.0455 (0.0763) loss_box_reg: 0.0459 (0.0859) loss_objectness: 0.0087 (0.0216) loss_rpn_box_reg: 0.0090 (0.0149) loss_da_image: 0.6797 (0.6696) loss_da_instance: 0.6562 (0.6599) loss_da_consistency: 0.0082 (0.0067) time: 1.1240 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:35:48,998 maskrcnn_benchmark.trainer INFO: eta: 9:12:41 iter: 40520 loss: 1.4761 (1.5348) loss_classifier: 0.0518 (0.0763) loss_box_reg: 0.0509 (0.0859) loss_objectness: 0.0102 (0.0216) loss_rpn_box_reg: 0.0096 (0.0149) loss_da_image: 0.6809 (0.6696) loss_da_instance: 0.6488 (0.6599) loss_da_consistency: 0.0059 (0.0067) time: 1.1215 (1.1249) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:36:11,411 maskrcnn_benchmark.trainer INFO: eta: 9:12:18 iter: 40540 loss: 1.4464 (1.5348) loss_classifier: 0.0406 (0.0763) loss_box_reg: 0.0413 (0.0858) loss_objectness: 0.0048 (0.0215) loss_rpn_box_reg: 0.0042 (0.0149) loss_da_image: 0.6861 (0.6696) loss_da_instance: 0.6653 (0.6599) loss_da_consistency: 0.0054 (0.0067) time: 1.1211 (1.1249) data: 0.0796 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:36:33,863 maskrcnn_benchmark.trainer INFO: eta: 9:11:56 iter: 40560 loss: 1.4870 (1.5347) loss_classifier: 0.0465 (0.0763) loss_box_reg: 0.0570 (0.0858) loss_objectness: 0.0147 (0.0215) loss_rpn_box_reg: 0.0078 (0.0149) loss_da_image: 0.6815 (0.6696) loss_da_instance: 0.6711 (0.6599) loss_da_consistency: 0.0057 (0.0067) time: 1.1242 (1.1249) data: 0.0788 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:36:56,435 maskrcnn_benchmark.trainer INFO: eta: 9:11:33 iter: 40580 loss: 1.4611 (1.5347) loss_classifier: 0.0410 (0.0763) loss_box_reg: 0.0491 (0.0858) loss_objectness: 0.0046 (0.0215) loss_rpn_box_reg: 0.0034 (0.0149) loss_da_image: 0.6777 (0.6696) loss_da_instance: 0.6663 (0.6599) loss_da_consistency: 0.0046 (0.0067) time: 1.1271 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:37:18,908 maskrcnn_benchmark.trainer INFO: eta: 9:11:11 iter: 40600 loss: 1.4821 (1.5347) loss_classifier: 0.0530 (0.0763) loss_box_reg: 0.0593 (0.0858) loss_objectness: 0.0050 (0.0215) loss_rpn_box_reg: 0.0066 (0.0148) loss_da_image: 0.6758 (0.6696) loss_da_instance: 0.6581 (0.6599) loss_da_consistency: 0.0059 (0.0067) time: 1.1199 (1.1249) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:37:41,415 maskrcnn_benchmark.trainer INFO: eta: 9:10:48 iter: 40620 loss: 1.4886 (1.5347) loss_classifier: 0.0384 (0.0763) loss_box_reg: 0.0609 (0.0858) loss_objectness: 0.0095 (0.0215) loss_rpn_box_reg: 0.0078 (0.0148) loss_da_image: 0.6780 (0.6696) loss_da_instance: 0.6661 (0.6599) loss_da_consistency: 0.0051 (0.0067) time: 1.1219 (1.1249) data: 0.0782 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:38:03,849 maskrcnn_benchmark.trainer INFO: eta: 9:10:26 iter: 40640 loss: 1.4704 (1.5346) loss_classifier: 0.0475 (0.0763) loss_box_reg: 0.0645 (0.0858) loss_objectness: 0.0102 (0.0215) loss_rpn_box_reg: 0.0081 (0.0148) loss_da_image: 0.6773 (0.6696) loss_da_instance: 0.6596 (0.6599) loss_da_consistency: 0.0051 (0.0067) time: 1.1209 (1.1249) data: 0.0787 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:38:26,379 maskrcnn_benchmark.trainer INFO: eta: 9:10:03 iter: 40660 loss: 1.4666 (1.5346) loss_classifier: 0.0625 (0.0763) loss_box_reg: 0.0451 (0.0858) loss_objectness: 0.0053 (0.0215) loss_rpn_box_reg: 0.0053 (0.0148) loss_da_image: 0.6751 (0.6696) loss_da_instance: 0.6484 (0.6599) loss_da_consistency: 0.0061 (0.0067) time: 1.1238 (1.1249) data: 0.0789 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:38:48,769 maskrcnn_benchmark.trainer INFO: eta: 9:09:41 iter: 40680 loss: 1.4803 (1.5346) loss_classifier: 0.0481 (0.0762) loss_box_reg: 0.0448 (0.0858) loss_objectness: 0.0128 (0.0215) loss_rpn_box_reg: 0.0048 (0.0148) loss_da_image: 0.6725 (0.6696) loss_da_instance: 0.6643 (0.6599) loss_da_consistency: 0.0060 (0.0067) time: 1.1208 (1.1249) data: 0.0765 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:39:11,230 maskrcnn_benchmark.trainer INFO: eta: 9:09:18 iter: 40700 loss: 1.4907 (1.5346) loss_classifier: 0.0591 (0.0762) loss_box_reg: 0.0684 (0.0858) loss_objectness: 0.0077 (0.0215) loss_rpn_box_reg: 0.0091 (0.0148) loss_da_image: 0.6766 (0.6696) loss_da_instance: 0.6602 (0.6599) loss_da_consistency: 0.0061 (0.0067) time: 1.1210 (1.1249) data: 0.0769 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:39:33,658 maskrcnn_benchmark.trainer INFO: eta: 9:08:56 iter: 40720 loss: 1.4756 (1.5345) loss_classifier: 0.0459 (0.0762) loss_box_reg: 0.0490 (0.0857) loss_objectness: 0.0082 (0.0215) loss_rpn_box_reg: 0.0077 (0.0148) loss_da_image: 0.6725 (0.6696) loss_da_instance: 0.6579 (0.6599) loss_da_consistency: 0.0074 (0.0067) time: 1.1198 (1.1249) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:39:56,064 maskrcnn_benchmark.trainer INFO: eta: 9:08:33 iter: 40740 loss: 1.4534 (1.5345) loss_classifier: 0.0361 (0.0762) loss_box_reg: 0.0546 (0.0857) loss_objectness: 0.0051 (0.0215) loss_rpn_box_reg: 0.0049 (0.0148) loss_da_image: 0.6805 (0.6696) loss_da_instance: 0.6586 (0.6599) loss_da_consistency: 0.0064 (0.0067) time: 1.1206 (1.1249) data: 0.0772 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:40:18,419 maskrcnn_benchmark.trainer INFO: eta: 9:08:11 iter: 40760 loss: 1.4596 (1.5345) loss_classifier: 0.0592 (0.0762) loss_box_reg: 0.0618 (0.0857) loss_objectness: 0.0080 (0.0215) loss_rpn_box_reg: 0.0072 (0.0148) loss_da_image: 0.6761 (0.6696) loss_da_instance: 0.6446 (0.6599) loss_da_consistency: 0.0059 (0.0067) time: 1.1175 (1.1249) data: 0.0786 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:40:40,839 maskrcnn_benchmark.trainer INFO: eta: 9:07:48 iter: 40780 loss: 1.4533 (1.5345) loss_classifier: 0.0389 (0.0762) loss_box_reg: 0.0559 (0.0857) loss_objectness: 0.0096 (0.0215) loss_rpn_box_reg: 0.0049 (0.0148) loss_da_image: 0.6787 (0.6696) loss_da_instance: 0.6654 (0.6599) loss_da_consistency: 0.0058 (0.0067) time: 1.1177 (1.1249) data: 0.0768 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:41:03,276 maskrcnn_benchmark.trainer INFO: eta: 9:07:25 iter: 40800 loss: 1.4515 (1.5344) loss_classifier: 0.0298 (0.0762) loss_box_reg: 0.0528 (0.0857) loss_objectness: 0.0078 (0.0215) loss_rpn_box_reg: 0.0061 (0.0148) loss_da_image: 0.6771 (0.6696) loss_da_instance: 0.6624 (0.6599) loss_da_consistency: 0.0053 (0.0067) time: 1.1207 (1.1249) data: 0.0773 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:41:25,686 maskrcnn_benchmark.trainer INFO: eta: 9:07:03 iter: 40820 loss: 1.4388 (1.5344) loss_classifier: 0.0428 (0.0762) loss_box_reg: 0.0352 (0.0857) loss_objectness: 0.0031 (0.0215) loss_rpn_box_reg: 0.0041 (0.0148) loss_da_image: 0.6756 (0.6697) loss_da_instance: 0.6604 (0.6599) loss_da_consistency: 0.0063 (0.0067) time: 1.1180 (1.1249) data: 0.0778 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:41:48,211 maskrcnn_benchmark.trainer INFO: eta: 9:06:40 iter: 40840 loss: 1.5327 (1.5344) loss_classifier: 0.0601 (0.0762) loss_box_reg: 0.0927 (0.0857) loss_objectness: 0.0106 (0.0215) loss_rpn_box_reg: 0.0102 (0.0148) loss_da_image: 0.6804 (0.6697) loss_da_instance: 0.6610 (0.6599) loss_da_consistency: 0.0067 (0.0067) time: 1.1232 (1.1249) data: 0.0803 (0.0786) lr: 0.001000 max mem: 4019
2019-10-03 22:42:10,622 maskrcnn_benchmark.trainer INFO: eta: 9:06:18 iter: 40860 loss: 1.5093 (1.5344) loss_classifier: 0.0631 (0.0762) loss_box_reg: 0.0645 (0.0857) loss_objectness: 0.0077 (0.0215) loss_rpn_box_reg: 0.0129 (0.0148) loss_da_image: 0.6750 (0.6697) loss_da_instance: 0.6588 (0.6599) loss_da_consis
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment