[03/23 03:03:06] detectron2 INFO: Rank of current process: 0. World size: 1 [03/23 03:03:07] detectron2 INFO: Environment info: ------------------------------- ---------------------------------------------------------------------------- sys.platform linux Python 3.11.11 (main, Dec 11 2024, 16:28:39) [GCC 11.2.0] numpy 2.0.1 detectron2 0.6 @/home/rajes/.conda/envs/cat/lib/python3.11/site-packages/detectron2 Compiler GCC 9.4 CUDA compiler CUDA 12.6 detectron2 arch flags 8.6 DETECTRON2_ENV_MODULE PyTorch 2.5.1 @/home/rajes/.conda/envs/cat/lib/python3.11/site-packages/torch PyTorch debug build False torch._C._GLIBCXX_USE_CXX11_ABI False GPU available Yes GPU 0 NVIDIA A10 (arch=8.6) Driver version 565.57.01 CUDA_HOME /usr/local/cuda Pillow 11.0.0 torchvision 0.20.1 @/home/rajes/.conda/envs/cat/lib/python3.11/site-packages/torchvision torchvision arch flags 5.0, 6.0, 7.0, 7.5, 8.0, 8.6, 9.0 fvcore 0.1.5.post20221221 iopath 0.1.9 cv2 Not found ------------------------------- ---------------------------------------------------------------------------- PyTorch built with: - GCC 9.3 - C++ Version: 201703 - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX512 - CUDA Runtime 12.4 - NVCC architecture flags: -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90 - CuDNN 90.1 - Magma 2.6.1 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=12.4, CUDNN_VERSION=9.1.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.5.1, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, [03/23 03:03:07] detectron2 INFO: Command line arguments: Namespace(config_file='configs/faster_rcnn_VGG_cross_city.yaml', resume=False, eval_only=False, num_gpus=1, num_machines=1, machine_rank=0, dist_url='tcp://127.0.0.1:50162', opts=['OUTPUT_DIR', '/DATA/Rajes/Research/output_cat/source_rsna']) [03/23 03:03:07] detectron2 INFO: Contents of args.config_file=configs/faster_rcnn_VGG_cross_city.yaml: _BASE_: "./Base-RCNN-C4.yaml" MODEL: # META_ARCHITECTURE: "TwoStagePseudoLabGeneralizedRCNN" META_ARCHITECTURE: "DAobjTwoStagePseudoLabGeneralizedRCNN" BACKBONE: NAME: "build_vgg_backbone" MASK_ON: False RESNETS: DEPTH: 101 PROPOSAL_GENERATOR: NAME: "PseudoLabRPN" # RPN: # POSITIVE_FRACTION: 0.25 RPN: IN_FEATURES: ["vgg4"] ROI_HEADS: NAME: "StandardROIHeadsPseudoLab" LOSS: "CrossEntropy" # variant: "CrossEntropy" NUM_CLASSES: 1 IN_FEATURES: ["vgg4"] ROI_BOX_HEAD: NAME: "FastRCNNConvFCHead" NUM_FC: 2 POOLER_RESOLUTION: 7 PIXEL_MEAN: [123.675, 116.280, 103.530] PIXEL_STD: [58.395, 57.120, 57.375] SOLVER: LR_SCHEDULER_NAME: "WarmupTwoStageMultiStepLR" STEPS: (60000, 80000, 90000, 360000) FACTOR_LIST: (1, 1, 1, 1, 1) MAX_ITER: 50000 IMG_PER_BATCH_LABEL: 2 IMG_PER_BATCH_UNLABEL: 2 BASE_LR: 0.01 DATALOADER: SUP_PERCENT: 100.0 DATASETS: DATASETS: CROSS_DATASET: True TRAIN_LABEL: ("VOC2007_rsna_train",) TRAIN_UNLABEL: ("VOC2007_rsna_train",) TEST: ("VOC2007_inb_test",) SEMISUPNET: Trainer: "cat" BBOX_THRESHOLD: 0.8 TEACHER_UPDATE_ITER: 1 BURN_UP_STEP: 20000 EMA_KEEP_RATE: 0.9996 UNSUP_LOSS_WEIGHT: 1.0 SUP_LOSS_WEIGHT: 1.0 DIS_LOSS_WEIGHT: 0.1 DIS_TYPE: "vgg4" #["concate","p2","multi"] TEST: EVAL_PERIOD: 1000 [03/23 03:03:07] detectron2 INFO: Running with full config: BLOCKED_CLASSES: [] CLS_LOSS: true CUDNN_BENCHMARK: false DATALOADER: ASPECT_RATIO_GROUPING: true FILTER_EMPTY_ANNOTATIONS: true NUM_WORKERS: 4 RANDOM_DATA_SEED: 0 RANDOM_DATA_SEED_PATH: dataseed/COCO_supervision.txt REPEAT_SQRT: true REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler SUP_PERCENT: 100.0 DATASETS: CROSS_DATASET: true PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: [] PROPOSAL_FILES_TRAIN: [] TEST: - VOC2007_inb_test TRAIN: - coco_2017_train TRAIN_LABEL: - VOC2007_rsna_train TRAIN_UNLABEL: - VOC2007_rsna_train DIA_LOSS: false EMAMODEL: SUP_CONSIST: true FLOAT32_PRECISION: '' GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: false SIZE: - 0.9 - 0.9 TYPE: relative_range FORMAT: BGR MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: - 600 MIN_SIZE_TRAIN_SAMPLING: choice RANDOM_FLIP: horizontal KEEP_ASPECT: false LIMIT_MIX: true LOG_LOSS: true LOSS_REG_VAL: 1.0 MIXUP: true MIX_RANDOM_CLASSES: false MIX_RATIO: 0.5 MODEL: ANCHOR_GENERATOR: ANGLES: - - -90 - 0 - 90 ASPECT_RATIOS: - - 0.5 - 1.0 - 2.0 NAME: DefaultAnchorGenerator OFFSET: 0.0 SIZES: - - 32 - 64 - 128 - 256 - 512 BACKBONE: FREEZE_AT: 2 NAME: build_vgg_backbone DEVICE: cuda FPN: FUSE_TYPE: sum IN_FEATURES: [] NORM: '' OUT_CHANNELS: 256 KEYPOINT_ON: false LOAD_PROPOSALS: false MASK_ON: false META_ARCHITECTURE: DAobjTwoStagePseudoLabGeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: true INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: - 123.675 - 116.28 - 103.53 PIXEL_STD: - 58.395 - 57.12 - 57.375 PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: PseudoLabRPN RESNETS: DEFORM_MODULATED: false DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: - false - false - false - false DEPTH: 101 NORM: FrozenBN NUM_GROUPS: 1 OUT_FEATURES: - res4 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: true WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_WEIGHTS: &id002 - 1.0 - 1.0 - 1.0 - 1.0 FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: - p3 - p4 - p5 - p6 - p7 IOU_LABELS: - 0 - -1 - 1 IOU_THRESHOLDS: - 0.4 - 0.5 NMS_THRESH_TEST: 0.5 NORM: '' NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: - &id001 - 10.0 - 10.0 - 5.0 - 5.0 - - 20.0 - 20.0 - 10.0 - 10.0 - - 30.0 - 30.0 - 15.0 - 15.0 IOUS: - 0.5 - 0.6 - 0.7 ROI_BOX_HEAD: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: *id001 CLS_AGNOSTIC_BBOX_REG: false CONV_DIM: 256 FC_DIM: 1024 FED_LOSS_FREQ_WEIGHT_POWER: 0.5 FED_LOSS_NUM_CLASSES: 50 NAME: FastRCNNConvFCHead NORM: '' NUM_CONV: 0 NUM_FC: 2 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: false USE_FED_LOSS: false USE_SIGMOID_CE: false ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: - vgg4 IOU_LABELS: - 0 - 1 IOU_THRESHOLDS: - 0.5 LOSS: CrossEntropy NAME: StandardROIHeadsPseudoLab NMS_THRESH_TEST: 0.5 NUM_CLASSES: 1 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: true SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: - 512 - 512 - 512 - 512 - 512 - 512 - 512 - 512 LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: false CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: '' NUM_CONV: 0 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: *id002 BOUNDARY_THRESH: -1 CONV_DIMS: - -1 HEAD_NAME: StandardRPNHead IN_FEATURES: - vgg4 IOU_LABELS: - 0 - -1 - 1 IOU_THRESHOLDS: - 0.3 - 0.7 LOSS: CrossEntropy LOSS_WEIGHT: 1.0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOPK_TEST: 1000 POST_NMS_TOPK_TRAIN: 2000 PRE_NMS_TOPK_TEST: 6000 PRE_NMS_TOPK_TRAIN: 12000 SMOOTH_L1_BETA: 0.0 UNSUP_LOSS_WEIGHT: 1.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: - p2 - p3 - p4 - p5 LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 WEIGHTS: '' OUTPUT_DIR: /DATA/Rajes/Research/output_cat/source_rsna SEED: -1 SEMISUPNET: BBOX_THRESHOLD: 0.8 BURN_UP_STEP: 20000 DIS_LOSS_WEIGHT: 0.1 DIS_TYPE: vgg4 EMA_KEEP_RATE: 0.9996 LOSS_WEIGHT_TYPE: standard MLP_DIM: 128 PSEUDO_BBOX_SAMPLE: thresholding SUP_LOSS_WEIGHT: 1.0 TEACHER_UPDATE_ITER: 1 Trainer: cat UNSUP_LOSS_WEIGHT: 1.0 SOLVER: AMP: ENABLED: false BASE_LR: 0.01 BASE_LR_END: 0.0 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: false NORM_TYPE: 2.0 FACTOR_LIST: - 1 - 1 - 1 - 1 - 1 GAMMA: 0.1 IMG_PER_BATCH_LABEL: 2 IMG_PER_BATCH_UNLABEL: 2 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupTwoStageMultiStepLR MAX_ITER: 50000 MOMENTUM: 0.9 NESTEROV: false NUM_DECAYS: 3 REFERENCE_WORLD_SIZE: 0 RESCALE_INTERVAL: false STEPS: - 60000 - 80000 - 90000 - 360000 WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: null WEIGHT_DECAY_NORM: 0.0 TARGET_BBOX: false TEST: AUG: ENABLED: false FLIP: true MAX_SIZE: 4000 MIN_SIZES: - 400 - 500 - 600 - 700 - 800 - 900 - 1000 - 1100 - 1200 DETECTIONS_PER_IMAGE: 100 EVALUATOR: COCOeval EVAL_PERIOD: 1000 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: false NUM_ITER: 200 VAL_LOSS: true VERSION: 2 VIS_PERIOD: 0 [03/23 03:03:07] detectron2 INFO: Full config saved to /DATA/Rajes/Research/output_cat/source_rsna/config.yaml [03/23 03:03:07] d2.utils.env INFO: Using a generated random seed 11735437 [03/23 03:03:07] d2.data.build INFO: Removed 563 images with no usable annotations. 131 images left. [03/23 03:03:07] d2.data.build INFO: Distribution of instances among all 1 categories: | category | #instances | |:----------:|:-------------| | mal | 143 | | | | [03/23 03:03:07] d2.data.common INFO: Serializing the dataset using: [03/23 03:03:07] d2.data.common INFO: Serializing 131 elements to byte tensors and concatenating them all ... [03/23 03:03:07] d2.data.common INFO: Serialized dataset takes 0.05 MiB [03/23 03:03:07] d2.data.common INFO: Serializing the dataset using: [03/23 03:03:07] d2.data.common INFO: Serializing 694 elements to byte tensors and concatenating them all ... [03/23 03:03:07] d2.data.common INFO: Serialized dataset takes 0.20 MiB [03/23 03:03:09] d2.engine.defaults INFO: Model: DAobjTwoStagePseudoLabGeneralizedRCNN( (backbone): vgg_backbone( (vgg0): Sequential( (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg1): Sequential( (0): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg2): Sequential( (0): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg3): Sequential( (0): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg4): Sequential( (0): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) ) (proposal_generator): PseudoLabRPN( (rpn_head): StandardRPNHead( (conv): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (objectness_logits): Conv2d(512, 15, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(512, 60, kernel_size=(1, 1), stride=(1, 1)) ) (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) ) (roi_heads): StandardROIHeadsPseudoLab( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (flatten): Flatten(start_dim=1, end_dim=-1) (fc1): Linear(in_features=25088, out_features=1024, bias=True) (fc_relu1): ReLU() (fc2): Linear(in_features=1024, out_features=1024, bias=True) (fc_relu2): ReLU() ) (box_predictor): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=2, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (D_img): FCDiscriminator_img( (conv1): Conv2d(512, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv2): Conv2d(256, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (classifier): Conv2d(128, 1, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (leaky_relu): LeakyReLU(negative_slope=0.2, inplace=True) ) ) [03/23 03:03:10] d2.engine.defaults INFO: Model: DAobjTwoStagePseudoLabGeneralizedRCNN( (backbone): vgg_backbone( (vgg0): Sequential( (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg1): Sequential( (0): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg2): Sequential( (0): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg3): Sequential( (0): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg4): Sequential( (0): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) ) (proposal_generator): PseudoLabRPN( (rpn_head): StandardRPNHead( (conv): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (objectness_logits): Conv2d(512, 15, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(512, 60, kernel_size=(1, 1), stride=(1, 1)) ) (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) ) (roi_heads): StandardROIHeadsPseudoLab( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (flatten): Flatten(start_dim=1, end_dim=-1) (fc1): Linear(in_features=25088, out_features=1024, bias=True) (fc_relu1): ReLU() (fc2): Linear(in_features=1024, out_features=1024, bias=True) (fc_relu2): ReLU() ) (box_predictor): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=2, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (D_img): FCDiscriminator_img( (conv1): Conv2d(512, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv2): Conv2d(256, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (classifier): Conv2d(128, 1, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (leaky_relu): LeakyReLU(negative_slope=0.2, inplace=True) ) ) [03/23 03:03:10] d2.checkpoint.detection_checkpoint INFO: [DetectionCheckpointer] Loading from ... [03/23 03:03:10] fvcore.common.checkpoint INFO: No checkpoint found. Initializing model from scratch [03/23 03:03:19] d2.utils.events INFO: eta: 4:32:53 iter: 19 total_loss: 1.434 loss_cls: 0.687 loss_box_reg: 0.0484 loss_rpn_cls: 0.6937 loss_rpn_loc: 0.003425 loss_D_img_s: 0.000678 time: 0.3265 last_time: 0.3121 data_time: 0.0910 last_data_time: 0.0631 lr: 0.00019981 max_mem: 5719M [03/23 03:03:26] d2.utils.events INFO: eta: 4:28:11 iter: 39 total_loss: 1.281 loss_cls: 0.5417 loss_box_reg: 0.04095 loss_rpn_cls: 0.692 loss_rpn_loc: 0.002954 loss_D_img_s: 0.0006781 time: 0.3263 last_time: 0.3102 data_time: 0.0364 last_data_time: 0.0222 lr: 0.00039961 max_mem: 5719M [03/23 03:03:32] d2.utils.events INFO: eta: 4:28:46 iter: 59 total_loss: 1.088 loss_cls: 0.3382 loss_box_reg: 0.04637 loss_rpn_cls: 0.685 loss_rpn_loc: 0.004446 loss_D_img_s: 0.0006783 time: 0.3264 last_time: 0.3372 data_time: 0.0445 last_data_time: 0.0126 lr: 0.00059941 max_mem: 5719M [03/23 03:03:39] d2.utils.events INFO: eta: 4:34:47 iter: 79 total_loss: 0.9462 loss_cls: 0.2318 loss_box_reg: 0.03834 loss_rpn_cls: 0.6692 loss_rpn_loc: 0.003578 loss_D_img_s: 0.0006783 time: 0.3311 last_time: 0.2874 data_time: 0.0394 last_data_time: 0.0352 lr: 0.00079921 max_mem: 5719M [03/23 03:03:45] d2.engine.hooks INFO: Overall training speed: 96 iterations in 0:00:31 (0.3319 s / it) [03/23 03:03:45] d2.engine.hooks INFO: Total training time: 0:00:32 (0:00:00 on hooks) [03/23 03:03:45] d2.utils.events INFO: eta: 4:30:36 iter: 98 total_loss: 0.875 loss_cls: 0.188 loss_box_reg: 0.04538 loss_rpn_cls: 0.6497 loss_rpn_loc: 0.00414 loss_D_img_s: 0.0006787 time: 0.3295 last_time: 0.3261 data_time: 0.0287 last_data_time: 0.0166 lr: 0.00097903 max_mem: 5719M [03/23 03:03:50] detectron2 INFO: Rank of current process: 0. World size: 1 [03/23 03:03:51] detectron2 INFO: Environment info: ------------------------------- ---------------------------------------------------------------------------- sys.platform linux Python 3.11.11 (main, Dec 11 2024, 16:28:39) [GCC 11.2.0] numpy 2.0.1 detectron2 0.6 @/home/rajes/.conda/envs/cat/lib/python3.11/site-packages/detectron2 Compiler GCC 9.4 CUDA compiler CUDA 12.6 detectron2 arch flags 8.6 DETECTRON2_ENV_MODULE PyTorch 2.5.1 @/home/rajes/.conda/envs/cat/lib/python3.11/site-packages/torch PyTorch debug build False torch._C._GLIBCXX_USE_CXX11_ABI False GPU available Yes GPU 0 NVIDIA A10 (arch=8.6) Driver version 565.57.01 CUDA_HOME /usr/local/cuda Pillow 11.0.0 torchvision 0.20.1 @/home/rajes/.conda/envs/cat/lib/python3.11/site-packages/torchvision torchvision arch flags 5.0, 6.0, 7.0, 7.5, 8.0, 8.6, 9.0 fvcore 0.1.5.post20221221 iopath 0.1.9 cv2 Not found ------------------------------- ---------------------------------------------------------------------------- PyTorch built with: - GCC 9.3 - C++ Version: 201703 - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v3.5.3 (Git Hash 66f0cb9eb66affd2da3bf5f8d897376f04aae6af) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX512 - CUDA Runtime 12.4 - NVCC architecture flags: -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90 - CuDNN 90.1 - Magma 2.6.1 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=12.4, CUDNN_VERSION=9.1.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.5.1, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, [03/23 03:03:51] detectron2 INFO: Command line arguments: Namespace(config_file='configs/faster_rcnn_VGG_cross_city.yaml', resume=False, eval_only=False, num_gpus=1, num_machines=1, machine_rank=0, dist_url='tcp://127.0.0.1:50162', opts=['OUTPUT_DIR', '/DATA/Rajes/Research/output_cat/source_rsna']) [03/23 03:03:51] detectron2 INFO: Contents of args.config_file=configs/faster_rcnn_VGG_cross_city.yaml: _BASE_: "./Base-RCNN-C4.yaml" MODEL: # META_ARCHITECTURE: "TwoStagePseudoLabGeneralizedRCNN" META_ARCHITECTURE: "DAobjTwoStagePseudoLabGeneralizedRCNN" BACKBONE: NAME: "build_vgg_backbone" MASK_ON: False RESNETS: DEPTH: 101 PROPOSAL_GENERATOR: NAME: "PseudoLabRPN" # RPN: # POSITIVE_FRACTION: 0.25 RPN: IN_FEATURES: ["vgg4"] ROI_HEADS: NAME: "StandardROIHeadsPseudoLab" LOSS: "CrossEntropy" # variant: "CrossEntropy" NUM_CLASSES: 1 IN_FEATURES: ["vgg4"] ROI_BOX_HEAD: NAME: "FastRCNNConvFCHead" NUM_FC: 2 POOLER_RESOLUTION: 7 PIXEL_MEAN: [123.675, 116.280, 103.530] PIXEL_STD: [58.395, 57.120, 57.375] SOLVER: LR_SCHEDULER_NAME: "WarmupTwoStageMultiStepLR" STEPS: (60000, 80000, 90000, 360000) FACTOR_LIST: (1, 1, 1, 1, 1) MAX_ITER: 80000 IMG_PER_BATCH_LABEL: 2 IMG_PER_BATCH_UNLABEL: 2 BASE_LR: 0.01 DATALOADER: SUP_PERCENT: 100.0 DATASETS: DATASETS: CROSS_DATASET: True TRAIN_LABEL: ("VOC2007_rsna_train",) TRAIN_UNLABEL: ("VOC2007_rsna_train",) TEST: ("VOC2007_inb_test",) SEMISUPNET: Trainer: "cat" BBOX_THRESHOLD: 0.8 TEACHER_UPDATE_ITER: 1 BURN_UP_STEP: 20000 EMA_KEEP_RATE: 0.9996 UNSUP_LOSS_WEIGHT: 1.0 SUP_LOSS_WEIGHT: 1.0 DIS_LOSS_WEIGHT: 0.1 DIS_TYPE: "vgg4" #["concate","p2","multi"] TEST: EVAL_PERIOD: 1000 [03/23 03:03:51] detectron2 INFO: Running with full config: BLOCKED_CLASSES: [] CLS_LOSS: true CUDNN_BENCHMARK: false DATALOADER: ASPECT_RATIO_GROUPING: true FILTER_EMPTY_ANNOTATIONS: true NUM_WORKERS: 4 RANDOM_DATA_SEED: 0 RANDOM_DATA_SEED_PATH: dataseed/COCO_supervision.txt REPEAT_SQRT: true REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler SUP_PERCENT: 100.0 DATASETS: CROSS_DATASET: true PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: [] PROPOSAL_FILES_TRAIN: [] TEST: - VOC2007_inb_test TRAIN: - coco_2017_train TRAIN_LABEL: - VOC2007_rsna_train TRAIN_UNLABEL: - VOC2007_rsna_train DIA_LOSS: false EMAMODEL: SUP_CONSIST: true FLOAT32_PRECISION: '' GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: false SIZE: - 0.9 - 0.9 TYPE: relative_range FORMAT: BGR MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: - 600 MIN_SIZE_TRAIN_SAMPLING: choice RANDOM_FLIP: horizontal KEEP_ASPECT: false LIMIT_MIX: true LOG_LOSS: true LOSS_REG_VAL: 1.0 MIXUP: true MIX_RANDOM_CLASSES: false MIX_RATIO: 0.5 MODEL: ANCHOR_GENERATOR: ANGLES: - - -90 - 0 - 90 ASPECT_RATIOS: - - 0.5 - 1.0 - 2.0 NAME: DefaultAnchorGenerator OFFSET: 0.0 SIZES: - - 32 - 64 - 128 - 256 - 512 BACKBONE: FREEZE_AT: 2 NAME: build_vgg_backbone DEVICE: cuda FPN: FUSE_TYPE: sum IN_FEATURES: [] NORM: '' OUT_CHANNELS: 256 KEYPOINT_ON: false LOAD_PROPOSALS: false MASK_ON: false META_ARCHITECTURE: DAobjTwoStagePseudoLabGeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: true INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: - 123.675 - 116.28 - 103.53 PIXEL_STD: - 58.395 - 57.12 - 57.375 PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: PseudoLabRPN RESNETS: DEFORM_MODULATED: false DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: - false - false - false - false DEPTH: 101 NORM: FrozenBN NUM_GROUPS: 1 OUT_FEATURES: - res4 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: true WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_WEIGHTS: &id002 - 1.0 - 1.0 - 1.0 - 1.0 FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: - p3 - p4 - p5 - p6 - p7 IOU_LABELS: - 0 - -1 - 1 IOU_THRESHOLDS: - 0.4 - 0.5 NMS_THRESH_TEST: 0.5 NORM: '' NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: - &id001 - 10.0 - 10.0 - 5.0 - 5.0 - - 20.0 - 20.0 - 10.0 - 10.0 - - 30.0 - 30.0 - 15.0 - 15.0 IOUS: - 0.5 - 0.6 - 0.7 ROI_BOX_HEAD: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: *id001 CLS_AGNOSTIC_BBOX_REG: false CONV_DIM: 256 FC_DIM: 1024 FED_LOSS_FREQ_WEIGHT_POWER: 0.5 FED_LOSS_NUM_CLASSES: 50 NAME: FastRCNNConvFCHead NORM: '' NUM_CONV: 0 NUM_FC: 2 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: false USE_FED_LOSS: false USE_SIGMOID_CE: false ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: - vgg4 IOU_LABELS: - 0 - 1 IOU_THRESHOLDS: - 0.5 LOSS: CrossEntropy NAME: StandardROIHeadsPseudoLab NMS_THRESH_TEST: 0.5 NUM_CLASSES: 1 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: true SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: - 512 - 512 - 512 - 512 - 512 - 512 - 512 - 512 LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: false CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: '' NUM_CONV: 0 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: *id002 BOUNDARY_THRESH: -1 CONV_DIMS: - -1 HEAD_NAME: StandardRPNHead IN_FEATURES: - vgg4 IOU_LABELS: - 0 - -1 - 1 IOU_THRESHOLDS: - 0.3 - 0.7 LOSS: CrossEntropy LOSS_WEIGHT: 1.0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOPK_TEST: 1000 POST_NMS_TOPK_TRAIN: 2000 PRE_NMS_TOPK_TEST: 6000 PRE_NMS_TOPK_TRAIN: 12000 SMOOTH_L1_BETA: 0.0 UNSUP_LOSS_WEIGHT: 1.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: - p2 - p3 - p4 - p5 LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 WEIGHTS: '' OUTPUT_DIR: /DATA/Rajes/Research/output_cat/source_rsna SEED: -1 SEMISUPNET: BBOX_THRESHOLD: 0.8 BURN_UP_STEP: 20000 DIS_LOSS_WEIGHT: 0.1 DIS_TYPE: vgg4 EMA_KEEP_RATE: 0.9996 LOSS_WEIGHT_TYPE: standard MLP_DIM: 128 PSEUDO_BBOX_SAMPLE: thresholding SUP_LOSS_WEIGHT: 1.0 TEACHER_UPDATE_ITER: 1 Trainer: cat UNSUP_LOSS_WEIGHT: 1.0 SOLVER: AMP: ENABLED: false BASE_LR: 0.01 BASE_LR_END: 0.0 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: false NORM_TYPE: 2.0 FACTOR_LIST: - 1 - 1 - 1 - 1 - 1 GAMMA: 0.1 IMG_PER_BATCH_LABEL: 2 IMG_PER_BATCH_UNLABEL: 2 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupTwoStageMultiStepLR MAX_ITER: 80000 MOMENTUM: 0.9 NESTEROV: false NUM_DECAYS: 3 REFERENCE_WORLD_SIZE: 0 RESCALE_INTERVAL: false STEPS: - 60000 - 80000 - 90000 - 360000 WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: null WEIGHT_DECAY_NORM: 0.0 TARGET_BBOX: false TEST: AUG: ENABLED: false FLIP: true MAX_SIZE: 4000 MIN_SIZES: - 400 - 500 - 600 - 700 - 800 - 900 - 1000 - 1100 - 1200 DETECTIONS_PER_IMAGE: 100 EVALUATOR: COCOeval EVAL_PERIOD: 1000 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: false NUM_ITER: 200 VAL_LOSS: true VERSION: 2 VIS_PERIOD: 0 [03/23 03:03:51] detectron2 INFO: Full config saved to /DATA/Rajes/Research/output_cat/source_rsna/config.yaml [03/23 03:03:51] d2.utils.env INFO: Using a generated random seed 56104034 [03/23 03:03:52] d2.data.build INFO: Removed 563 images with no usable annotations. 131 images left. [03/23 03:03:52] d2.data.build INFO: Distribution of instances among all 1 categories: | category | #instances | |:----------:|:-------------| | mal | 143 | | | | [03/23 03:03:52] d2.data.common INFO: Serializing the dataset using: [03/23 03:03:52] d2.data.common INFO: Serializing 131 elements to byte tensors and concatenating them all ... [03/23 03:03:52] d2.data.common INFO: Serialized dataset takes 0.05 MiB [03/23 03:03:52] d2.data.common INFO: Serializing the dataset using: [03/23 03:03:52] d2.data.common INFO: Serializing 694 elements to byte tensors and concatenating them all ... [03/23 03:03:52] d2.data.common INFO: Serialized dataset takes 0.20 MiB [03/23 03:03:53] d2.engine.defaults INFO: Model: DAobjTwoStagePseudoLabGeneralizedRCNN( (backbone): vgg_backbone( (vgg0): Sequential( (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg1): Sequential( (0): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg2): Sequential( (0): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg3): Sequential( (0): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg4): Sequential( (0): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) ) (proposal_generator): PseudoLabRPN( (rpn_head): StandardRPNHead( (conv): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (objectness_logits): Conv2d(512, 15, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(512, 60, kernel_size=(1, 1), stride=(1, 1)) ) (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) ) (roi_heads): StandardROIHeadsPseudoLab( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (flatten): Flatten(start_dim=1, end_dim=-1) (fc1): Linear(in_features=25088, out_features=1024, bias=True) (fc_relu1): ReLU() (fc2): Linear(in_features=1024, out_features=1024, bias=True) (fc_relu2): ReLU() ) (box_predictor): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=2, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (D_img): FCDiscriminator_img( (conv1): Conv2d(512, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv2): Conv2d(256, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (classifier): Conv2d(128, 1, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (leaky_relu): LeakyReLU(negative_slope=0.2, inplace=True) ) ) [03/23 03:03:55] d2.engine.defaults INFO: Model: DAobjTwoStagePseudoLabGeneralizedRCNN( (backbone): vgg_backbone( (vgg0): Sequential( (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg1): Sequential( (0): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg2): Sequential( (0): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg3): Sequential( (0): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) (vgg4): Sequential( (0): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (2): ReLU(inplace=True) (3): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (5): ReLU(inplace=True) (6): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (7): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (8): ReLU(inplace=True) (9): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) ) ) (proposal_generator): PseudoLabRPN( (rpn_head): StandardRPNHead( (conv): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (objectness_logits): Conv2d(512, 15, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(512, 60, kernel_size=(1, 1), stride=(1, 1)) ) (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) ) (roi_heads): StandardROIHeadsPseudoLab( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (flatten): Flatten(start_dim=1, end_dim=-1) (fc1): Linear(in_features=25088, out_features=1024, bias=True) (fc_relu1): ReLU() (fc2): Linear(in_features=1024, out_features=1024, bias=True) (fc_relu2): ReLU() ) (box_predictor): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=2, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (D_img): FCDiscriminator_img( (conv1): Conv2d(512, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv2): Conv2d(256, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv3): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (classifier): Conv2d(128, 1, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (leaky_relu): LeakyReLU(negative_slope=0.2, inplace=True) ) ) [03/23 03:03:55] d2.checkpoint.detection_checkpoint INFO: [DetectionCheckpointer] Loading from ... [03/23 03:03:55] fvcore.common.checkpoint INFO: No checkpoint found. Initializing model from scratch [03/23 03:04:03] d2.utils.events INFO: eta: 7:19:23 iter: 19 total_loss: 1.42 loss_cls: 0.6824 loss_box_reg: 0.0399 loss_rpn_cls: 0.6945 loss_rpn_loc: 0.004741 loss_D_img_s: 0.0006868 time: 0.3318 last_time: 0.3256 data_time: 0.0729 last_data_time: 0.0146 lr: 0.00019981 max_mem: 5718M [03/23 03:04:10] d2.utils.events INFO: eta: 7:10:38 iter: 39 total_loss: 1.257 loss_cls: 0.5166 loss_box_reg: 0.04012 loss_rpn_cls: 0.6919 loss_rpn_loc: 0.003612 loss_D_img_s: 0.0006869 time: 0.3262 last_time: 0.2998 data_time: 0.0387 last_data_time: 0.0237 lr: 0.00039961 max_mem: 5718M [03/23 03:04:17] d2.utils.events INFO: eta: 7:15:41 iter: 59 total_loss: 1.04 loss_cls: 0.3251 loss_box_reg: 0.02764 loss_rpn_cls: 0.6842 loss_rpn_loc: 0.003805 loss_D_img_s: 0.0006863 time: 0.3294 last_time: 0.3219 data_time: 0.0268 last_data_time: 0.0074 lr: 0.00059941 max_mem: 5718M [03/23 03:04:24] d2.utils.events INFO: eta: 7:20:44 iter: 79 total_loss: 0.9289 loss_cls: 0.2449 loss_box_reg: 0.01822 loss_rpn_cls: 0.6688 loss_rpn_loc: 0.002843 loss_D_img_s: 0.000686 time: 0.3331 last_time: 0.3535 data_time: 0.0393 last_data_time: 0.0184 lr: 0.00079921 max_mem: 5718M [03/23 03:04:30] d2.utils.events INFO: eta: 7:19:57 iter: 99 total_loss: 0.8376 loss_cls: 0.143 loss_box_reg: 0.03241 loss_rpn_cls: 0.6469 loss_rpn_loc: 0.003455 loss_D_img_s: 0.000686 time: 0.3318 last_time: 0.3384 data_time: 0.0322 last_data_time: 0.0123 lr: 0.00099901 max_mem: 5718M [03/23 03:04:37] d2.utils.events INFO: eta: 7:21:43 iter: 119 total_loss: 0.7534 loss_cls: 0.08465 loss_box_reg: 0.04204 loss_rpn_cls: 0.6188 loss_rpn_loc: 0.005335 loss_D_img_s: 0.0006861 time: 0.3333 last_time: 0.3335 data_time: 0.0354 last_data_time: 0.0193 lr: 0.0011988 max_mem: 5718M [03/23 03:04:43] d2.utils.events INFO: eta: 7:20:52 iter: 139 total_loss: 0.7076 loss_cls: 0.08154 loss_box_reg: 0.04954 loss_rpn_cls: 0.5737 loss_rpn_loc: 0.003629 loss_D_img_s: 0.0006858 time: 0.3322 last_time: 0.2826 data_time: 0.0230 last_data_time: 0.0114 lr: 0.0013986 max_mem: 5718M [03/23 03:04:50] d2.utils.events INFO: eta: 7:20:45 iter: 159 total_loss: 0.6482 loss_cls: 0.07548 loss_box_reg: 0.05817 loss_rpn_cls: 0.5027 loss_rpn_loc: 0.004248 loss_D_img_s: 0.0006854 time: 0.3331 last_time: 0.2985 data_time: 0.0644 last_data_time: 0.0823 lr: 0.0015984 max_mem: 5718M [03/23 03:04:57] d2.utils.events INFO: eta: 7:20:38 iter: 179 total_loss: 0.5489 loss_cls: 0.08474 loss_box_reg: 0.06221 loss_rpn_cls: 0.4093 loss_rpn_loc: 0.004389 loss_D_img_s: 0.0006853 time: 0.3329 last_time: 0.3048 data_time: 0.0180 last_data_time: 0.0091 lr: 0.0017982 max_mem: 5718M [03/23 03:05:04] d2.utils.events INFO: eta: 7:19:57 iter: 199 total_loss: 0.4246 loss_cls: 0.07386 loss_box_reg: 0.05843 loss_rpn_cls: 0.2794 loss_rpn_loc: 0.003359 loss_D_img_s: 0.0006846 time: 0.3332 last_time: 0.3997 data_time: 0.0377 last_data_time: 0.1259 lr: 0.001998 max_mem: 5718M [03/23 03:05:10] d2.utils.events INFO: eta: 7:16:09 iter: 219 total_loss: 0.3193 loss_cls: 0.06515 loss_box_reg: 0.05096 loss_rpn_cls: 0.1877 loss_rpn_loc: 0.003582 loss_D_img_s: 0.0006842 time: 0.3321 last_time: 0.3448 data_time: 0.0291 last_data_time: 0.0615 lr: 0.0021978 max_mem: 5718M [03/23 03:05:17] d2.utils.events INFO: eta: 7:17:43 iter: 239 total_loss: 0.2667 loss_cls: 0.07734 loss_box_reg: 0.06908 loss_rpn_cls: 0.1161 loss_rpn_loc: 0.004347 loss_D_img_s: 0.0006838 time: 0.3332 last_time: 0.3222 data_time: 0.0408 last_data_time: 0.0093 lr: 0.0023976 max_mem: 5718M [03/23 03:05:24] d2.utils.events INFO: eta: 7:16:40 iter: 259 total_loss: 0.257 loss_cls: 0.08758 loss_box_reg: 0.0778 loss_rpn_cls: 0.08563 loss_rpn_loc: 0.003979 loss_D_img_s: 0.0006835 time: 0.3329 last_time: 0.3145 data_time: 0.0404 last_data_time: 0.0071 lr: 0.0025974 max_mem: 5718M [03/23 03:05:30] d2.utils.events INFO: eta: 7:14:59 iter: 279 total_loss: 0.2459 loss_cls: 0.0903 loss_box_reg: 0.0791 loss_rpn_cls: 0.06354 loss_rpn_loc: 0.00412 loss_D_img_s: 0.000683 time: 0.3322 last_time: 0.3323 data_time: 0.0408 last_data_time: 0.0395 lr: 0.0027972 max_mem: 5718M [03/23 03:05:37] d2.utils.events INFO: eta: 7:14:14 iter: 299 total_loss: 0.2311 loss_cls: 0.08816 loss_box_reg: 0.08747 loss_rpn_cls: 0.05119 loss_rpn_loc: 0.003689 loss_D_img_s: 0.0006828 time: 0.3321 last_time: 0.3263 data_time: 0.0260 last_data_time: 0.0321 lr: 0.002997 max_mem: 5718M [03/23 03:05:43] d2.utils.events INFO: eta: 7:14:29 iter: 319 total_loss: 0.1996 loss_cls: 0.07925 loss_box_reg: 0.07566 loss_rpn_cls: 0.04338 loss_rpn_loc: 0.003584 loss_D_img_s: 0.0006823 time: 0.3324 last_time: 0.3911 data_time: 0.0139 last_data_time: 0.0108 lr: 0.0031968 max_mem: 5718M [03/23 03:05:50] d2.utils.events INFO: eta: 7:16:14 iter: 339 total_loss: 0.1919 loss_cls: 0.07415 loss_box_reg: 0.07662 loss_rpn_cls: 0.0398 loss_rpn_loc: 0.0041 loss_D_img_s: 0.0006819 time: 0.3328 last_time: 0.3800 data_time: 0.0201 last_data_time: 0.0374 lr: 0.0033966 max_mem: 5718M [03/23 03:05:57] d2.utils.events INFO: eta: 7:18:31 iter: 359 total_loss: 0.2074 loss_cls: 0.08449 loss_box_reg: 0.08564 loss_rpn_cls: 0.03642 loss_rpn_loc: 0.003575 loss_D_img_s: 0.0006814 time: 0.3336 last_time: 0.3381 data_time: 0.0350 last_data_time: 0.0185 lr: 0.0035964 max_mem: 5718M [03/23 03:06:04] d2.utils.events INFO: eta: 7:18:01 iter: 379 total_loss: 0.203 loss_cls: 0.07624 loss_box_reg: 0.09028 loss_rpn_cls: 0.03652 loss_rpn_loc: 0.004452 loss_D_img_s: 0.0006808 time: 0.3336 last_time: 0.3009 data_time: 0.0193 last_data_time: 0.0114 lr: 0.0037962 max_mem: 5718M [03/23 03:06:11] d2.utils.events INFO: eta: 7:16:51 iter: 399 total_loss: 0.2003 loss_cls: 0.07545 loss_box_reg: 0.07952 loss_rpn_cls: 0.03538 loss_rpn_loc: 0.003484 loss_D_img_s: 0.0006805 time: 0.3337 last_time: 0.3457 data_time: 0.0205 last_data_time: 0.0344 lr: 0.003996 max_mem: 5718M [03/23 03:06:17] d2.utils.events INFO: eta: 7:14:25 iter: 419 total_loss: 0.2054 loss_cls: 0.07668 loss_box_reg: 0.09558 loss_rpn_cls: 0.02926 loss_rpn_loc: 0.00306 loss_D_img_s: 0.00068 time: 0.3331 last_time: 0.3130 data_time: 0.0225 last_data_time: 0.0182 lr: 0.0041958 max_mem: 5718M [03/23 03:06:24] d2.utils.events INFO: eta: 7:14:03 iter: 439 total_loss: 0.1826 loss_cls: 0.06891 loss_box_reg: 0.07842 loss_rpn_cls: 0.0314 loss_rpn_loc: 0.003494 loss_D_img_s: 0.0006794 time: 0.3331 last_time: 0.3332 data_time: 0.0143 last_data_time: 0.0546 lr: 0.0043956 max_mem: 5718M [03/23 03:06:30] d2.utils.events INFO: eta: 7:13:01 iter: 459 total_loss: 0.1993 loss_cls: 0.07365 loss_box_reg: 0.08741 loss_rpn_cls: 0.03177 loss_rpn_loc: 0.004125 loss_D_img_s: 0.0006789 time: 0.3329 last_time: 0.4066 data_time: 0.0379 last_data_time: 0.2264 lr: 0.0045954 max_mem: 5718M [03/23 03:06:37] d2.utils.events INFO: eta: 7:13:15 iter: 479 total_loss: 0.1879 loss_cls: 0.07319 loss_box_reg: 0.08606 loss_rpn_cls: 0.02817 loss_rpn_loc: 0.003058 loss_D_img_s: 0.000678 time: 0.3332 last_time: 0.3634 data_time: 0.0430 last_data_time: 0.0082 lr: 0.0047952 max_mem: 5718M [03/23 03:06:44] d2.utils.events INFO: eta: 7:13:59 iter: 499 total_loss: 0.1556 loss_cls: 0.06205 loss_box_reg: 0.06523 loss_rpn_cls: 0.02828 loss_rpn_loc: 0.003095 loss_D_img_s: 0.0006775 time: 0.3337 last_time: 0.3616 data_time: 0.0203 last_data_time: 0.0084 lr: 0.004995 max_mem: 5718M [03/23 03:06:51] d2.utils.events INFO: eta: 7:15:10 iter: 519 total_loss: 0.199 loss_cls: 0.07808 loss_box_reg: 0.08687 loss_rpn_cls: 0.03144 loss_rpn_loc: 0.004185 loss_D_img_s: 0.0006769 time: 0.3340 last_time: 0.3533 data_time: 0.0182 last_data_time: 0.0092 lr: 0.0051948 max_mem: 5718M [03/23 03:06:58] d2.utils.events INFO: eta: 7:17:07 iter: 539 total_loss: 0.1764 loss_cls: 0.06379 loss_box_reg: 0.07905 loss_rpn_cls: 0.02748 loss_rpn_loc: 0.002646 loss_D_img_s: 0.0006762 time: 0.3344 last_time: 0.3064 data_time: 0.0229 last_data_time: 0.0237 lr: 0.0053946 max_mem: 5718M [03/23 03:07:05] d2.utils.events INFO: eta: 7:18:10 iter: 559 total_loss: 0.1815 loss_cls: 0.06192 loss_box_reg: 0.08203 loss_rpn_cls: 0.02983 loss_rpn_loc: 0.004827 loss_D_img_s: 0.0006757 time: 0.3346 last_time: 0.3337 data_time: 0.0158 last_data_time: 0.0148 lr: 0.0055944 max_mem: 5718M [03/23 03:07:11] d2.utils.events INFO: eta: 7:18:22 iter: 579 total_loss: 0.1741 loss_cls: 0.05943 loss_box_reg: 0.08607 loss_rpn_cls: 0.02841 loss_rpn_loc: 0.003154 loss_D_img_s: 0.0006748 time: 0.3348 last_time: 0.3404 data_time: 0.0400 last_data_time: 0.0159 lr: 0.0057942 max_mem: 5718M [03/23 03:07:18] d2.utils.events INFO: eta: 7:18:46 iter: 599 total_loss: 0.1767 loss_cls: 0.05415 loss_box_reg: 0.08407 loss_rpn_cls: 0.02492 loss_rpn_loc: 0.003744 loss_D_img_s: 0.000674 time: 0.3352 last_time: 0.3773 data_time: 0.0160 last_data_time: 0.0302 lr: 0.005994 max_mem: 5718M [03/23 03:07:25] d2.utils.events INFO: eta: 7:19:30 iter: 619 total_loss: 0.1803 loss_cls: 0.05389 loss_box_reg: 0.08929 loss_rpn_cls: 0.02687 loss_rpn_loc: 0.003105 loss_D_img_s: 0.0006732 time: 0.3357 last_time: 0.2947 data_time: 0.0394 last_data_time: 0.0061 lr: 0.0061938 max_mem: 5718M [03/23 03:07:32] d2.utils.events INFO: eta: 7:19:08 iter: 639 total_loss: 0.1637 loss_cls: 0.05514 loss_box_reg: 0.06909 loss_rpn_cls: 0.02616 loss_rpn_loc: 0.003778 loss_D_img_s: 0.0006722 time: 0.3356 last_time: 0.3132 data_time: 0.0295 last_data_time: 0.0151 lr: 0.0063936 max_mem: 5718M [03/23 03:07:39] d2.utils.events INFO: eta: 7:19:10 iter: 659 total_loss: 0.1797 loss_cls: 0.05568 loss_box_reg: 0.08865 loss_rpn_cls: 0.02367 loss_rpn_loc: 0.003038 loss_D_img_s: 0.0006715 time: 0.3358 last_time: 0.3001 data_time: 0.0260 last_data_time: 0.0288 lr: 0.0065934 max_mem: 5718M [03/23 03:07:46] d2.utils.events INFO: eta: 7:19:03 iter: 679 total_loss: 0.1684 loss_cls: 0.05223 loss_box_reg: 0.08609 loss_rpn_cls: 0.02832 loss_rpn_loc: 0.004223 loss_D_img_s: 0.0006708 time: 0.3360 last_time: 0.3446 data_time: 0.0370 last_data_time: 0.0145 lr: 0.0067932 max_mem: 5718M [03/23 03:07:53] d2.utils.events INFO: eta: 7:19:53 iter: 699 total_loss: 0.1593 loss_cls: 0.04894 loss_box_reg: 0.08373 loss_rpn_cls: 0.02364 loss_rpn_loc: 0.003046 loss_D_img_s: 0.0006698 time: 0.3362 last_time: 0.3202 data_time: 0.0122 last_data_time: 0.0092 lr: 0.006993 max_mem: 5718M [03/23 03:08:00] d2.utils.events INFO: eta: 7:20:31 iter: 719 total_loss: 0.1543 loss_cls: 0.05218 loss_box_reg: 0.0811 loss_rpn_cls: 0.02118 loss_rpn_loc: 0.00322 loss_D_img_s: 0.0006691 time: 0.3366 last_time: 0.3840 data_time: 0.0320 last_data_time: 0.2102 lr: 0.0071928 max_mem: 5718M [03/23 03:08:06] d2.utils.events INFO: eta: 7:20:39 iter: 739 total_loss: 0.1611 loss_cls: 0.04845 loss_box_reg: 0.0874 loss_rpn_cls: 0.02559 loss_rpn_loc: 0.003053 loss_D_img_s: 0.0006683 time: 0.3368 last_time: 0.3494 data_time: 0.0391 last_data_time: 0.0121 lr: 0.0073926 max_mem: 5718M [03/23 03:08:13] d2.utils.events INFO: eta: 7:20:18 iter: 759 total_loss: 0.1746 loss_cls: 0.053 loss_box_reg: 0.08889 loss_rpn_cls: 0.02212 loss_rpn_loc: 0.003243 loss_D_img_s: 0.0006672 time: 0.3368 last_time: 0.3238 data_time: 0.0134 last_data_time: 0.0197 lr: 0.0075924 max_mem: 5718M [03/23 03:08:20] d2.utils.events INFO: eta: 7:20:01 iter: 779 total_loss: 0.1638 loss_cls: 0.046 loss_box_reg: 0.07452 loss_rpn_cls: 0.0209 loss_rpn_loc: 0.003628 loss_D_img_s: 0.0006661 time: 0.3368 last_time: 0.3182 data_time: 0.0165 last_data_time: 0.0202 lr: 0.0077922 max_mem: 5718M [03/23 03:08:27] d2.utils.events INFO: eta: 7:20:29 iter: 799 total_loss: 0.1643 loss_cls: 0.04135 loss_box_reg: 0.08444 loss_rpn_cls: 0.02046 loss_rpn_loc: 0.002954 loss_D_img_s: 0.0006649 time: 0.3371 last_time: 0.3297 data_time: 0.0176 last_data_time: 0.0075 lr: 0.007992 max_mem: 5718M [03/23 03:08:34] d2.utils.events INFO: eta: 7:20:32 iter: 819 total_loss: 0.162 loss_cls: 0.04458 loss_box_reg: 0.09407 loss_rpn_cls: 0.02115 loss_rpn_loc: 0.003252 loss_D_img_s: 0.0006639 time: 0.3372 last_time: 0.3463 data_time: 0.0240 last_data_time: 0.0113 lr: 0.0081918 max_mem: 5718M [03/23 03:08:41] d2.utils.events INFO: eta: 7:20:06 iter: 839 total_loss: 0.1612 loss_cls: 0.03761 loss_box_reg: 0.07664 loss_rpn_cls: 0.01859 loss_rpn_loc: 0.002536 loss_D_img_s: 0.0006629 time: 0.3373 last_time: 0.3836 data_time: 0.0222 last_data_time: 0.1563 lr: 0.0083916 max_mem: 5718M [03/23 03:08:48] d2.utils.events INFO: eta: 7:20:42 iter: 859 total_loss: 0.1391 loss_cls: 0.04142 loss_box_reg: 0.07004 loss_rpn_cls: 0.02276 loss_rpn_loc: 0.003733 loss_D_img_s: 0.0006619 time: 0.3379 last_time: 0.3567 data_time: 0.0192 last_data_time: 0.0245 lr: 0.0085914 max_mem: 5718M [03/23 03:08:55] d2.utils.events INFO: eta: 7:21:51 iter: 879 total_loss: 0.1551 loss_cls: 0.04441 loss_box_reg: 0.07725 loss_rpn_cls: 0.0196 loss_rpn_loc: 0.002419 loss_D_img_s: 0.0006608 time: 0.3382 last_time: 0.3699 data_time: 0.0179 last_data_time: 0.0269 lr: 0.0087912 max_mem: 5718M [03/23 03:09:02] d2.utils.events INFO: eta: 7:22:19 iter: 899 total_loss: 0.1653 loss_cls: 0.04802 loss_box_reg: 0.09981 loss_rpn_cls: 0.02171 loss_rpn_loc: 0.002931 loss_D_img_s: 0.0006595 time: 0.3383 last_time: 0.3318 data_time: 0.0218 last_data_time: 0.0104 lr: 0.008991 max_mem: 5718M [03/23 03:09:09] d2.utils.events INFO: eta: 7:22:20 iter: 919 total_loss: 0.1667 loss_cls: 0.04125 loss_box_reg: 0.1023 loss_rpn_cls: 0.01682 loss_rpn_loc: 0.002852 loss_D_img_s: 0.0006585 time: 0.3384 last_time: 0.2992 data_time: 0.0220 last_data_time: 0.0140 lr: 0.0091908 max_mem: 5718M [03/23 03:09:16] d2.utils.events INFO: eta: 7:22:43 iter: 939 total_loss: 0.1618 loss_cls: 0.04516 loss_box_reg: 0.09211 loss_rpn_cls: 0.02177 loss_rpn_loc: 0.003626 loss_D_img_s: 0.000657 time: 0.3389 last_time: 0.3406 data_time: 0.0193 last_data_time: 0.0100 lr: 0.0093906 max_mem: 5718M [03/23 03:09:23] d2.utils.events INFO: eta: 7:22:52 iter: 959 total_loss: 0.134 loss_cls: 0.04198 loss_box_reg: 0.07916 loss_rpn_cls: 0.01428 loss_rpn_loc: 0.002556 loss_D_img_s: 0.0006557 time: 0.3396 last_time: 0.3630 data_time: 0.0247 last_data_time: 0.0099 lr: 0.0095904 max_mem: 5718M [03/23 03:09:31] d2.utils.events INFO: eta: 7:23:06 iter: 979 total_loss: 0.142 loss_cls: 0.0478 loss_box_reg: 0.06711 loss_rpn_cls: 0.02334 loss_rpn_loc: 0.003686 loss_D_img_s: 0.0006544 time: 0.3402 last_time: 0.3437 data_time: 0.0374 last_data_time: 0.0076 lr: 0.0097902 max_mem: 5718M [03/23 03:09:38] d2.data.build INFO: Distribution of instances among all 1 categories: | category | #instances | |:----------:|:-------------| | mal | 91 | | | | [03/23 03:09:38] d2.data.common INFO: Serializing the dataset using: [03/23 03:09:38] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:09:38] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:09:38] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:09:38] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:09:40] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0202 s/iter. Inference: 0.0617 s/iter. Eval: 0.0007 s/iter. Total: 0.0826 s/iter. ETA=0:00:32 [03/23 03:09:45] d2.evaluation.evaluator INFO: Inference done 70/410. Dataloading: 0.0237 s/iter. Inference: 0.0603 s/iter. Eval: 0.0006 s/iter. Total: 0.0846 s/iter. ETA=0:00:28 [03/23 03:09:50] d2.evaluation.evaluator INFO: Inference done 137/410. Dataloading: 0.0203 s/iter. Inference: 0.0586 s/iter. Eval: 0.0008 s/iter. Total: 0.0798 s/iter. ETA=0:00:21 [03/23 03:09:55] d2.evaluation.evaluator INFO: Inference done 200/410. Dataloading: 0.0202 s/iter. Inference: 0.0588 s/iter. Eval: 0.0007 s/iter. Total: 0.0798 s/iter. ETA=0:00:16 [03/23 03:10:00] d2.evaluation.evaluator INFO: Inference done 266/410. Dataloading: 0.0193 s/iter. Inference: 0.0589 s/iter. Eval: 0.0008 s/iter. Total: 0.0790 s/iter. ETA=0:00:11 [03/23 03:10:05] d2.evaluation.evaluator INFO: Inference done 332/410. Dataloading: 0.0196 s/iter. Inference: 0.0581 s/iter. Eval: 0.0008 s/iter. Total: 0.0786 s/iter. ETA=0:00:06 [03/23 03:10:10] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0202 s/iter. Inference: 0.0585 s/iter. Eval: 0.0008 s/iter. Total: 0.0795 s/iter. ETA=0:00:01 [03/23 03:10:11] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.101253 (0.079262 s / iter per device, on 1 devices) [03/23 03:10:11] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058301 s / iter per device, on 1 devices) [03/23 03:10:17] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:10:17] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:10:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:10:17] d2.evaluation.testing INFO: copypaste: 1.9970,8.3794,0.0081 [03/23 03:10:17] d2.data.common INFO: Serializing the dataset using: [03/23 03:10:17] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:10:17] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:10:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:10:17] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:10:18] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0077 s/iter. Inference: 0.0513 s/iter. Eval: 0.0007 s/iter. Total: 0.0597 s/iter. ETA=0:00:23 [03/23 03:10:23] d2.evaluation.evaluator INFO: Inference done 78/410. Dataloading: 0.0174 s/iter. Inference: 0.0556 s/iter. Eval: 0.0009 s/iter. Total: 0.0740 s/iter. ETA=0:00:24 [03/23 03:10:28] d2.evaluation.evaluator INFO: Inference done 142/410. Dataloading: 0.0186 s/iter. Inference: 0.0565 s/iter. Eval: 0.0009 s/iter. Total: 0.0760 s/iter. ETA=0:00:20 [03/23 03:10:33] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0193 s/iter. Inference: 0.0583 s/iter. Eval: 0.0009 s/iter. Total: 0.0786 s/iter. ETA=0:00:16 [03/23 03:10:38] d2.evaluation.evaluator INFO: Inference done 262/410. Dataloading: 0.0204 s/iter. Inference: 0.0584 s/iter. Eval: 0.0009 s/iter. Total: 0.0798 s/iter. ETA=0:00:11 [03/23 03:10:43] d2.evaluation.evaluator INFO: Inference done 328/410. Dataloading: 0.0197 s/iter. Inference: 0.0583 s/iter. Eval: 0.0010 s/iter. Total: 0.0790 s/iter. ETA=0:00:06 [03/23 03:10:48] d2.evaluation.evaluator INFO: Inference done 395/410. Dataloading: 0.0188 s/iter. Inference: 0.0584 s/iter. Eval: 0.0010 s/iter. Total: 0.0783 s/iter. ETA=0:00:01 [03/23 03:10:49] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.549511 (0.077900 s / iter per device, on 1 devices) [03/23 03:10:49] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058287 s / iter per device, on 1 devices) [03/23 03:10:56] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:10:56] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:10:56] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:10:56] d2.evaluation.testing INFO: copypaste: 0.0000,0.0000,0.0000 [03/23 03:10:56] d2.utils.events INFO: eta: 7:23:35 iter: 999 total_loss: 0.1542 loss_cls: 0.04639 loss_box_reg: 0.07868 loss_rpn_cls: 0.01943 loss_rpn_loc: 0.002725 loss_D_img_s: 0.0006534 time: 0.3405 last_time: 0.3367 data_time: 0.0130 last_data_time: 0.0058 lr: 0.00999 max_mem: 5718M [03/23 03:11:03] d2.utils.events INFO: eta: 7:24:19 iter: 1019 total_loss: 0.1402 loss_cls: 0.04061 loss_box_reg: 0.06855 loss_rpn_cls: 0.01805 loss_rpn_loc: 0.003201 loss_D_img_s: 0.0006521 time: 0.3406 last_time: 0.3571 data_time: 0.0454 last_data_time: 0.0019 lr: 0.01 max_mem: 5718M [03/23 03:11:10] d2.utils.events INFO: eta: 7:25:01 iter: 1039 total_loss: 0.1596 loss_cls: 0.03883 loss_box_reg: 0.09018 loss_rpn_cls: 0.01866 loss_rpn_loc: 0.003066 loss_D_img_s: 0.0006507 time: 0.3408 last_time: 0.3374 data_time: 0.0256 last_data_time: 0.0110 lr: 0.01 max_mem: 5718M [03/23 03:11:17] d2.utils.events INFO: eta: 7:25:29 iter: 1059 total_loss: 0.1596 loss_cls: 0.04941 loss_box_reg: 0.0909 loss_rpn_cls: 0.02025 loss_rpn_loc: 0.003677 loss_D_img_s: 0.0006489 time: 0.3409 last_time: 0.3854 data_time: 0.0252 last_data_time: 0.2149 lr: 0.01 max_mem: 5718M [03/23 03:11:24] d2.utils.events INFO: eta: 7:25:27 iter: 1079 total_loss: 0.1384 loss_cls: 0.03995 loss_box_reg: 0.07396 loss_rpn_cls: 0.01619 loss_rpn_loc: 0.003031 loss_D_img_s: 0.0006476 time: 0.3412 last_time: 0.3660 data_time: 0.0378 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 03:11:31] d2.utils.events INFO: eta: 7:25:36 iter: 1099 total_loss: 0.1058 loss_cls: 0.03507 loss_box_reg: 0.05381 loss_rpn_cls: 0.01775 loss_rpn_loc: 0.002835 loss_D_img_s: 0.0006461 time: 0.3412 last_time: 0.4512 data_time: 0.0550 last_data_time: 0.1943 lr: 0.01 max_mem: 5718M [03/23 03:11:38] d2.utils.events INFO: eta: 7:25:47 iter: 1119 total_loss: 0.1529 loss_cls: 0.04266 loss_box_reg: 0.08477 loss_rpn_cls: 0.01711 loss_rpn_loc: 0.003271 loss_D_img_s: 0.0006446 time: 0.3413 last_time: 0.3436 data_time: 0.0296 last_data_time: 0.0060 lr: 0.01 max_mem: 5718M [03/23 03:11:45] d2.utils.events INFO: eta: 7:26:55 iter: 1139 total_loss: 0.1345 loss_cls: 0.03654 loss_box_reg: 0.06962 loss_rpn_cls: 0.01587 loss_rpn_loc: 0.003598 loss_D_img_s: 0.000643 time: 0.3415 last_time: 0.3692 data_time: 0.0221 last_data_time: 0.0053 lr: 0.01 max_mem: 5718M [03/23 03:11:52] d2.utils.events INFO: eta: 7:27:21 iter: 1159 total_loss: 0.15 loss_cls: 0.04115 loss_box_reg: 0.07353 loss_rpn_cls: 0.01582 loss_rpn_loc: 0.002763 loss_D_img_s: 0.0006412 time: 0.3416 last_time: 0.3458 data_time: 0.0183 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:11:59] d2.utils.events INFO: eta: 7:27:24 iter: 1179 total_loss: 0.1306 loss_cls: 0.04008 loss_box_reg: 0.068 loss_rpn_cls: 0.01524 loss_rpn_loc: 0.004166 loss_D_img_s: 0.0006402 time: 0.3416 last_time: 0.3964 data_time: 0.0380 last_data_time: 0.1953 lr: 0.01 max_mem: 5718M [03/23 03:12:06] d2.utils.events INFO: eta: 7:27:40 iter: 1199 total_loss: 0.1078 loss_cls: 0.03596 loss_box_reg: 0.05729 loss_rpn_cls: 0.01344 loss_rpn_loc: 0.00222 loss_D_img_s: 0.0006386 time: 0.3419 last_time: 0.3291 data_time: 0.0233 last_data_time: 0.0268 lr: 0.01 max_mem: 5718M [03/23 03:12:13] d2.utils.events INFO: eta: 7:27:59 iter: 1219 total_loss: 0.1268 loss_cls: 0.03683 loss_box_reg: 0.06966 loss_rpn_cls: 0.01308 loss_rpn_loc: 0.002847 loss_D_img_s: 0.0006372 time: 0.3419 last_time: 0.3398 data_time: 0.0205 last_data_time: 0.0146 lr: 0.01 max_mem: 5718M [03/23 03:12:20] d2.utils.events INFO: eta: 7:28:07 iter: 1239 total_loss: 0.1334 loss_cls: 0.03864 loss_box_reg: 0.07019 loss_rpn_cls: 0.01452 loss_rpn_loc: 0.003351 loss_D_img_s: 0.0006353 time: 0.3421 last_time: 0.3559 data_time: 0.0468 last_data_time: 0.1793 lr: 0.01 max_mem: 5718M [03/23 03:12:27] d2.utils.events INFO: eta: 7:28:31 iter: 1259 total_loss: 0.1307 loss_cls: 0.03466 loss_box_reg: 0.06822 loss_rpn_cls: 0.01455 loss_rpn_loc: 0.002276 loss_D_img_s: 0.0006338 time: 0.3422 last_time: 0.3358 data_time: 0.0302 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:12:34] d2.utils.events INFO: eta: 7:29:00 iter: 1279 total_loss: 0.1227 loss_cls: 0.03386 loss_box_reg: 0.06711 loss_rpn_cls: 0.013 loss_rpn_loc: 0.003176 loss_D_img_s: 0.0006322 time: 0.3422 last_time: 0.3492 data_time: 0.0243 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 03:12:41] d2.utils.events INFO: eta: 7:30:16 iter: 1299 total_loss: 0.1271 loss_cls: 0.03007 loss_box_reg: 0.06745 loss_rpn_cls: 0.01215 loss_rpn_loc: 0.003525 loss_D_img_s: 0.000631 time: 0.3424 last_time: 0.3356 data_time: 0.0180 last_data_time: 0.0060 lr: 0.01 max_mem: 5718M [03/23 03:12:48] d2.utils.events INFO: eta: 7:30:27 iter: 1319 total_loss: 0.1263 loss_cls: 0.03435 loss_box_reg: 0.07615 loss_rpn_cls: 0.01369 loss_rpn_loc: 0.003023 loss_D_img_s: 0.0006295 time: 0.3426 last_time: 0.3482 data_time: 0.0195 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 03:12:55] d2.utils.events INFO: eta: 7:30:26 iter: 1339 total_loss: 0.127 loss_cls: 0.03324 loss_box_reg: 0.07411 loss_rpn_cls: 0.01356 loss_rpn_loc: 0.00305 loss_D_img_s: 0.0006281 time: 0.3427 last_time: 0.3732 data_time: 0.0335 last_data_time: 0.0183 lr: 0.01 max_mem: 5718M [03/23 03:13:02] d2.utils.events INFO: eta: 7:30:16 iter: 1359 total_loss: 0.1382 loss_cls: 0.03687 loss_box_reg: 0.08277 loss_rpn_cls: 0.01335 loss_rpn_loc: 0.003443 loss_D_img_s: 0.0006262 time: 0.3427 last_time: 0.3268 data_time: 0.0224 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 03:13:09] d2.utils.events INFO: eta: 7:30:15 iter: 1379 total_loss: 0.1208 loss_cls: 0.03351 loss_box_reg: 0.07397 loss_rpn_cls: 0.01343 loss_rpn_loc: 0.00221 loss_D_img_s: 0.0006249 time: 0.3430 last_time: 0.5193 data_time: 0.0226 last_data_time: 0.0396 lr: 0.01 max_mem: 5718M [03/23 03:13:16] d2.utils.events INFO: eta: 7:30:10 iter: 1399 total_loss: 0.1274 loss_cls: 0.0332 loss_box_reg: 0.0716 loss_rpn_cls: 0.01538 loss_rpn_loc: 0.003672 loss_D_img_s: 0.0006227 time: 0.3431 last_time: 0.3463 data_time: 0.0372 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:13:24] d2.utils.events INFO: eta: 7:31:18 iter: 1419 total_loss: 0.1128 loss_cls: 0.03206 loss_box_reg: 0.06487 loss_rpn_cls: 0.01175 loss_rpn_loc: 0.003151 loss_D_img_s: 0.0006214 time: 0.3432 last_time: 0.3166 data_time: 0.0325 last_data_time: 0.0275 lr: 0.01 max_mem: 5718M [03/23 03:13:31] d2.utils.events INFO: eta: 7:31:39 iter: 1439 total_loss: 0.09074 loss_cls: 0.02651 loss_box_reg: 0.04667 loss_rpn_cls: 0.009876 loss_rpn_loc: 0.002615 loss_D_img_s: 0.0006193 time: 0.3434 last_time: 0.3659 data_time: 0.0117 last_data_time: 0.0106 lr: 0.01 max_mem: 5718M [03/23 03:13:38] d2.utils.events INFO: eta: 7:32:43 iter: 1459 total_loss: 0.108 loss_cls: 0.02904 loss_box_reg: 0.0632 loss_rpn_cls: 0.01184 loss_rpn_loc: 0.003319 loss_D_img_s: 0.0006169 time: 0.3437 last_time: 0.4262 data_time: 0.0216 last_data_time: 0.0251 lr: 0.01 max_mem: 5718M [03/23 03:13:45] d2.utils.events INFO: eta: 7:32:52 iter: 1479 total_loss: 0.1054 loss_cls: 0.03007 loss_box_reg: 0.06145 loss_rpn_cls: 0.01127 loss_rpn_loc: 0.002631 loss_D_img_s: 0.0006148 time: 0.3439 last_time: 0.3785 data_time: 0.0404 last_data_time: 0.1912 lr: 0.01 max_mem: 5718M [03/23 03:13:52] d2.utils.events INFO: eta: 7:33:22 iter: 1499 total_loss: 0.1174 loss_cls: 0.03195 loss_box_reg: 0.07013 loss_rpn_cls: 0.01177 loss_rpn_loc: 0.002651 loss_D_img_s: 0.0006133 time: 0.3441 last_time: 0.3479 data_time: 0.0285 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 03:13:59] d2.utils.events INFO: eta: 7:32:59 iter: 1519 total_loss: 0.1155 loss_cls: 0.03371 loss_box_reg: 0.06507 loss_rpn_cls: 0.01158 loss_rpn_loc: 0.004449 loss_D_img_s: 0.0006116 time: 0.3442 last_time: 0.3843 data_time: 0.0206 last_data_time: 0.0142 lr: 0.01 max_mem: 5718M [03/23 03:14:06] d2.utils.events INFO: eta: 7:32:50 iter: 1539 total_loss: 0.1031 loss_cls: 0.02986 loss_box_reg: 0.06471 loss_rpn_cls: 0.009545 loss_rpn_loc: 0.0028 loss_D_img_s: 0.0006095 time: 0.3443 last_time: 0.3533 data_time: 0.0254 last_data_time: 0.0138 lr: 0.01 max_mem: 5718M [03/23 03:14:14] d2.utils.events INFO: eta: 7:32:50 iter: 1559 total_loss: 0.1049 loss_cls: 0.02626 loss_box_reg: 0.067 loss_rpn_cls: 0.01107 loss_rpn_loc: 0.003858 loss_D_img_s: 0.0006077 time: 0.3444 last_time: 0.4045 data_time: 0.0291 last_data_time: 0.0051 lr: 0.01 max_mem: 5718M [03/23 03:14:21] d2.utils.events INFO: eta: 7:33:20 iter: 1579 total_loss: 0.1008 loss_cls: 0.02376 loss_box_reg: 0.05909 loss_rpn_cls: 0.0102 loss_rpn_loc: 0.002342 loss_D_img_s: 0.000606 time: 0.3447 last_time: 0.3258 data_time: 0.0103 last_data_time: 0.0068 lr: 0.01 max_mem: 5718M [03/23 03:14:28] d2.utils.events INFO: eta: 7:33:01 iter: 1599 total_loss: 0.09243 loss_cls: 0.02358 loss_box_reg: 0.06201 loss_rpn_cls: 0.007539 loss_rpn_loc: 0.002695 loss_D_img_s: 0.0006029 time: 0.3447 last_time: 0.3594 data_time: 0.0130 last_data_time: 0.0330 lr: 0.01 max_mem: 5718M [03/23 03:14:35] d2.utils.events INFO: eta: 7:32:29 iter: 1619 total_loss: 0.09369 loss_cls: 0.02162 loss_box_reg: 0.05792 loss_rpn_cls: 0.01069 loss_rpn_loc: 0.003639 loss_D_img_s: 0.0006025 time: 0.3447 last_time: 0.3269 data_time: 0.0343 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 03:14:42] d2.utils.events INFO: eta: 7:33:50 iter: 1639 total_loss: 0.1055 loss_cls: 0.02826 loss_box_reg: 0.05835 loss_rpn_cls: 0.008939 loss_rpn_loc: 0.002725 loss_D_img_s: 0.0006005 time: 0.3448 last_time: 0.3219 data_time: 0.0388 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 03:14:49] d2.utils.events INFO: eta: 7:34:18 iter: 1659 total_loss: 0.09717 loss_cls: 0.02819 loss_box_reg: 0.05143 loss_rpn_cls: 0.01135 loss_rpn_loc: 0.003435 loss_D_img_s: 0.0005985 time: 0.3449 last_time: 0.3385 data_time: 0.0224 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 03:14:56] d2.utils.events INFO: eta: 7:34:20 iter: 1679 total_loss: 0.1088 loss_cls: 0.02696 loss_box_reg: 0.06278 loss_rpn_cls: 0.009516 loss_rpn_loc: 0.003099 loss_D_img_s: 0.0005958 time: 0.3450 last_time: 0.3595 data_time: 0.0247 last_data_time: 0.0264 lr: 0.01 max_mem: 5718M [03/23 03:15:03] d2.utils.events INFO: eta: 7:34:28 iter: 1699 total_loss: 0.09378 loss_cls: 0.02079 loss_box_reg: 0.05815 loss_rpn_cls: 0.008255 loss_rpn_loc: 0.003557 loss_D_img_s: 0.0005928 time: 0.3452 last_time: 0.3317 data_time: 0.0367 last_data_time: 0.0280 lr: 0.01 max_mem: 5718M [03/23 03:15:10] d2.utils.events INFO: eta: 7:34:33 iter: 1719 total_loss: 0.102 loss_cls: 0.02534 loss_box_reg: 0.0623 loss_rpn_cls: 0.008298 loss_rpn_loc: 0.002823 loss_D_img_s: 0.0005907 time: 0.3453 last_time: 0.3325 data_time: 0.0179 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:15:17] d2.utils.events INFO: eta: 7:34:54 iter: 1739 total_loss: 0.1062 loss_cls: 0.02851 loss_box_reg: 0.06686 loss_rpn_cls: 0.01268 loss_rpn_loc: 0.003655 loss_D_img_s: 0.0005882 time: 0.3454 last_time: 0.3964 data_time: 0.0315 last_data_time: 0.0033 lr: 0.01 max_mem: 5718M [03/23 03:15:25] d2.utils.events INFO: eta: 7:35:20 iter: 1759 total_loss: 0.08829 loss_cls: 0.02061 loss_box_reg: 0.05487 loss_rpn_cls: 0.007368 loss_rpn_loc: 0.002538 loss_D_img_s: 0.0005851 time: 0.3456 last_time: 0.3879 data_time: 0.0355 last_data_time: 0.0226 lr: 0.01 max_mem: 5718M [03/23 03:15:32] d2.utils.events INFO: eta: 7:35:43 iter: 1779 total_loss: 0.09175 loss_cls: 0.02051 loss_box_reg: 0.05108 loss_rpn_cls: 0.009703 loss_rpn_loc: 0.003812 loss_D_img_s: 0.0005825 time: 0.3457 last_time: 0.3364 data_time: 0.0192 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 03:15:39] d2.utils.events INFO: eta: 7:35:42 iter: 1799 total_loss: 0.07966 loss_cls: 0.02486 loss_box_reg: 0.04672 loss_rpn_cls: 0.009226 loss_rpn_loc: 0.002482 loss_D_img_s: 0.0005812 time: 0.3457 last_time: 0.3214 data_time: 0.0100 last_data_time: 0.0158 lr: 0.01 max_mem: 5718M [03/23 03:15:45] d2.utils.events INFO: eta: 7:35:29 iter: 1819 total_loss: 0.09931 loss_cls: 0.02712 loss_box_reg: 0.06511 loss_rpn_cls: 0.01055 loss_rpn_loc: 0.003552 loss_D_img_s: 0.0005791 time: 0.3456 last_time: 0.3385 data_time: 0.0257 last_data_time: 0.0114 lr: 0.01 max_mem: 5718M [03/23 03:15:52] d2.utils.events INFO: eta: 7:35:39 iter: 1839 total_loss: 0.08945 loss_cls: 0.0237 loss_box_reg: 0.05652 loss_rpn_cls: 0.008006 loss_rpn_loc: 0.002955 loss_D_img_s: 0.0005763 time: 0.3457 last_time: 0.3848 data_time: 0.0165 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:16:00] d2.utils.events INFO: eta: 7:35:21 iter: 1859 total_loss: 0.09656 loss_cls: 0.02437 loss_box_reg: 0.04943 loss_rpn_cls: 0.00866 loss_rpn_loc: 0.002824 loss_D_img_s: 0.0005736 time: 0.3458 last_time: 0.3151 data_time: 0.0278 last_data_time: 0.0099 lr: 0.01 max_mem: 5718M [03/23 03:16:07] d2.utils.events INFO: eta: 7:34:59 iter: 1879 total_loss: 0.08042 loss_cls: 0.02217 loss_box_reg: 0.0475 loss_rpn_cls: 0.00894 loss_rpn_loc: 0.002901 loss_D_img_s: 0.0005704 time: 0.3459 last_time: 0.3879 data_time: 0.0214 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 03:16:14] d2.utils.events INFO: eta: 7:35:13 iter: 1899 total_loss: 0.09295 loss_cls: 0.02057 loss_box_reg: 0.06422 loss_rpn_cls: 0.006833 loss_rpn_loc: 0.002293 loss_D_img_s: 0.0005683 time: 0.3460 last_time: 0.3795 data_time: 0.0302 last_data_time: 0.1333 lr: 0.01 max_mem: 5718M [03/23 03:16:21] d2.utils.events INFO: eta: 7:35:18 iter: 1919 total_loss: 0.08609 loss_cls: 0.02136 loss_box_reg: 0.05231 loss_rpn_cls: 0.008005 loss_rpn_loc: 0.00206 loss_D_img_s: 0.0005651 time: 0.3461 last_time: 0.3372 data_time: 0.0144 last_data_time: 0.0185 lr: 0.01 max_mem: 5718M [03/23 03:16:28] d2.utils.events INFO: eta: 7:35:26 iter: 1939 total_loss: 0.09266 loss_cls: 0.0217 loss_box_reg: 0.05872 loss_rpn_cls: 0.006709 loss_rpn_loc: 0.003554 loss_D_img_s: 0.0005621 time: 0.3462 last_time: 0.3756 data_time: 0.0183 last_data_time: 0.0460 lr: 0.01 max_mem: 5718M [03/23 03:16:35] d2.utils.events INFO: eta: 7:35:19 iter: 1959 total_loss: 0.09458 loss_cls: 0.02477 loss_box_reg: 0.05464 loss_rpn_cls: 0.008101 loss_rpn_loc: 0.002552 loss_D_img_s: 0.0005585 time: 0.3463 last_time: 0.3570 data_time: 0.0283 last_data_time: 0.0176 lr: 0.01 max_mem: 5718M [03/23 03:16:42] d2.utils.events INFO: eta: 7:34:50 iter: 1979 total_loss: 0.09601 loss_cls: 0.02225 loss_box_reg: 0.05742 loss_rpn_cls: 0.01036 loss_rpn_loc: 0.003657 loss_D_img_s: 0.0005574 time: 0.3464 last_time: 0.3835 data_time: 0.0149 last_data_time: 0.0030 lr: 0.01 max_mem: 5718M [03/23 03:16:50] d2.data.common INFO: Serializing the dataset using: [03/23 03:16:50] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:16:50] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:16:50] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:16:50] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:16:51] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0159 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0677 s/iter. ETA=0:00:27 [03/23 03:16:56] d2.evaluation.evaluator INFO: Inference done 72/410. Dataloading: 0.0223 s/iter. Inference: 0.0588 s/iter. Eval: 0.0003 s/iter. Total: 0.0814 s/iter. ETA=0:00:27 [03/23 03:17:01] d2.evaluation.evaluator INFO: Inference done 131/410. Dataloading: 0.0222 s/iter. Inference: 0.0606 s/iter. Eval: 0.0002 s/iter. Total: 0.0830 s/iter. ETA=0:00:23 [03/23 03:17:06] d2.evaluation.evaluator INFO: Inference done 194/410. Dataloading: 0.0206 s/iter. Inference: 0.0610 s/iter. Eval: 0.0002 s/iter. Total: 0.0819 s/iter. ETA=0:00:17 [03/23 03:17:11] d2.evaluation.evaluator INFO: Inference done 260/410. Dataloading: 0.0197 s/iter. Inference: 0.0605 s/iter. Eval: 0.0002 s/iter. Total: 0.0805 s/iter. ETA=0:00:12 [03/23 03:17:16] d2.evaluation.evaluator INFO: Inference done 329/410. Dataloading: 0.0189 s/iter. Inference: 0.0597 s/iter. Eval: 0.0003 s/iter. Total: 0.0789 s/iter. ETA=0:00:06 [03/23 03:17:21] d2.evaluation.evaluator INFO: Inference done 396/410. Dataloading: 0.0191 s/iter. Inference: 0.0588 s/iter. Eval: 0.0003 s/iter. Total: 0.0783 s/iter. ETA=0:00:01 [03/23 03:17:22] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.524999 (0.077840 s / iter per device, on 1 devices) [03/23 03:17:22] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058764 s / iter per device, on 1 devices) [03/23 03:17:22] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:17:22] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:17:22] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:17:22] d2.evaluation.testing INFO: copypaste: 2.6079,12.4578,0.4582 [03/23 03:17:22] d2.data.common INFO: Serializing the dataset using: [03/23 03:17:22] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:17:22] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:17:22] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:17:22] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:17:26] d2.evaluation.evaluator INFO: Inference done 39/410. Dataloading: 0.0180 s/iter. Inference: 0.0591 s/iter. Eval: 0.0008 s/iter. Total: 0.0779 s/iter. ETA=0:00:28 [03/23 03:17:31] d2.evaluation.evaluator INFO: Inference done 102/410. Dataloading: 0.0203 s/iter. Inference: 0.0588 s/iter. Eval: 0.0008 s/iter. Total: 0.0800 s/iter. ETA=0:00:24 [03/23 03:17:36] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0201 s/iter. Inference: 0.0581 s/iter. Eval: 0.0009 s/iter. Total: 0.0793 s/iter. ETA=0:00:19 [03/23 03:17:41] d2.evaluation.evaluator INFO: Inference done 227/410. Dataloading: 0.0213 s/iter. Inference: 0.0579 s/iter. Eval: 0.0009 s/iter. Total: 0.0802 s/iter. ETA=0:00:14 [03/23 03:17:46] d2.evaluation.evaluator INFO: Inference done 291/410. Dataloading: 0.0211 s/iter. Inference: 0.0579 s/iter. Eval: 0.0009 s/iter. Total: 0.0799 s/iter. ETA=0:00:09 [03/23 03:17:51] d2.evaluation.evaluator INFO: Inference done 357/410. Dataloading: 0.0204 s/iter. Inference: 0.0579 s/iter. Eval: 0.0009 s/iter. Total: 0.0792 s/iter. ETA=0:00:04 [03/23 03:17:55] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.008508 (0.079033 s / iter per device, on 1 devices) [03/23 03:17:55] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058344 s / iter per device, on 1 devices) [03/23 03:18:03] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:18:03] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:18:03] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:18:03] d2.evaluation.testing INFO: copypaste: 0.0000,0.0000,0.0000 [03/23 03:18:03] d2.utils.events INFO: eta: 7:34:38 iter: 1999 total_loss: 0.08223 loss_cls: 0.01959 loss_box_reg: 0.04777 loss_rpn_cls: 0.009991 loss_rpn_loc: 0.002843 loss_D_img_s: 0.0005539 time: 0.3465 last_time: 0.3416 data_time: 0.0224 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:18:10] d2.utils.events INFO: eta: 7:34:27 iter: 2019 total_loss: 0.09162 loss_cls: 0.02502 loss_box_reg: 0.05557 loss_rpn_cls: 0.01202 loss_rpn_loc: 0.002452 loss_D_img_s: 0.0005509 time: 0.3466 last_time: 0.3661 data_time: 0.0373 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:18:17] d2.utils.events INFO: eta: 7:34:20 iter: 2039 total_loss: 0.09232 loss_cls: 0.02394 loss_box_reg: 0.05252 loss_rpn_cls: 0.008558 loss_rpn_loc: 0.003311 loss_D_img_s: 0.0005464 time: 0.3466 last_time: 0.3066 data_time: 0.0391 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:18:23] d2.utils.events INFO: eta: 7:34:05 iter: 2059 total_loss: 0.08522 loss_cls: 0.02189 loss_box_reg: 0.0463 loss_rpn_cls: 0.008073 loss_rpn_loc: 0.00264 loss_D_img_s: 0.0005433 time: 0.3465 last_time: 0.3364 data_time: 0.0415 last_data_time: 0.0628 lr: 0.01 max_mem: 5718M [03/23 03:18:30] d2.utils.events INFO: eta: 7:33:46 iter: 2079 total_loss: 0.1038 loss_cls: 0.02633 loss_box_reg: 0.06207 loss_rpn_cls: 0.01053 loss_rpn_loc: 0.003418 loss_D_img_s: 0.0005408 time: 0.3465 last_time: 0.3284 data_time: 0.0162 last_data_time: 0.0103 lr: 0.01 max_mem: 5718M [03/23 03:18:37] d2.utils.events INFO: eta: 7:33:51 iter: 2099 total_loss: 0.09591 loss_cls: 0.02234 loss_box_reg: 0.05842 loss_rpn_cls: 0.01018 loss_rpn_loc: 0.003858 loss_D_img_s: 0.0005385 time: 0.3465 last_time: 0.3267 data_time: 0.0168 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 03:18:44] d2.utils.events INFO: eta: 7:34:16 iter: 2119 total_loss: 0.08689 loss_cls: 0.02393 loss_box_reg: 0.05136 loss_rpn_cls: 0.006656 loss_rpn_loc: 0.002396 loss_D_img_s: 0.0005333 time: 0.3466 last_time: 0.3596 data_time: 0.0340 last_data_time: 0.0153 lr: 0.01 max_mem: 5718M [03/23 03:18:52] d2.utils.events INFO: eta: 7:34:23 iter: 2139 total_loss: 0.08183 loss_cls: 0.01849 loss_box_reg: 0.05186 loss_rpn_cls: 0.007391 loss_rpn_loc: 0.002727 loss_D_img_s: 0.0005286 time: 0.3468 last_time: 0.3253 data_time: 0.0142 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 03:18:59] d2.utils.events INFO: eta: 7:34:33 iter: 2159 total_loss: 0.0774 loss_cls: 0.01875 loss_box_reg: 0.04864 loss_rpn_cls: 0.006499 loss_rpn_loc: 0.003159 loss_D_img_s: 0.0005244 time: 0.3468 last_time: 0.3259 data_time: 0.0147 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:19:06] d2.utils.events INFO: eta: 7:35:24 iter: 2179 total_loss: 0.08612 loss_cls: 0.0204 loss_box_reg: 0.0547 loss_rpn_cls: 0.009458 loss_rpn_loc: 0.002832 loss_D_img_s: 0.000521 time: 0.3469 last_time: 0.3186 data_time: 0.0227 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:19:13] d2.utils.events INFO: eta: 7:35:38 iter: 2199 total_loss: 0.0951 loss_cls: 0.02306 loss_box_reg: 0.0554 loss_rpn_cls: 0.00784 loss_rpn_loc: 0.002754 loss_D_img_s: 0.0005172 time: 0.3470 last_time: 0.4050 data_time: 0.0269 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 03:19:20] d2.utils.events INFO: eta: 7:36:16 iter: 2219 total_loss: 0.08245 loss_cls: 0.01775 loss_box_reg: 0.05497 loss_rpn_cls: 0.005286 loss_rpn_loc: 0.003597 loss_D_img_s: 0.000512 time: 0.3472 last_time: 0.3494 data_time: 0.0550 last_data_time: 0.0174 lr: 0.01 max_mem: 5718M [03/23 03:19:27] d2.utils.events INFO: eta: 7:35:55 iter: 2239 total_loss: 0.07582 loss_cls: 0.0169 loss_box_reg: 0.04696 loss_rpn_cls: 0.004731 loss_rpn_loc: 0.00242 loss_D_img_s: 0.0005073 time: 0.3472 last_time: 0.3352 data_time: 0.0424 last_data_time: 0.0336 lr: 0.01 max_mem: 5718M [03/23 03:19:35] d2.utils.events INFO: eta: 7:36:04 iter: 2259 total_loss: 0.0791 loss_cls: 0.01927 loss_box_reg: 0.04322 loss_rpn_cls: 0.007649 loss_rpn_loc: 0.002753 loss_D_img_s: 0.0005058 time: 0.3473 last_time: 0.3840 data_time: 0.0302 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 03:19:42] d2.utils.events INFO: eta: 7:36:10 iter: 2279 total_loss: 0.08493 loss_cls: 0.01963 loss_box_reg: 0.05375 loss_rpn_cls: 0.009295 loss_rpn_loc: 0.002303 loss_D_img_s: 0.0005019 time: 0.3475 last_time: 0.3487 data_time: 0.0301 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 03:19:49] d2.utils.events INFO: eta: 7:35:59 iter: 2299 total_loss: 0.07742 loss_cls: 0.0161 loss_box_reg: 0.04942 loss_rpn_cls: 0.007636 loss_rpn_loc: 0.002643 loss_D_img_s: 0.0004946 time: 0.3475 last_time: 0.3418 data_time: 0.0223 last_data_time: 0.0058 lr: 0.01 max_mem: 5718M [03/23 03:19:56] d2.utils.events INFO: eta: 7:35:41 iter: 2319 total_loss: 0.08216 loss_cls: 0.02168 loss_box_reg: 0.0451 loss_rpn_cls: 0.006846 loss_rpn_loc: 0.002627 loss_D_img_s: 0.0004912 time: 0.3476 last_time: 0.3276 data_time: 0.0133 last_data_time: 0.0140 lr: 0.01 max_mem: 5718M [03/23 03:20:03] d2.utils.events INFO: eta: 7:35:41 iter: 2339 total_loss: 0.1071 loss_cls: 0.03033 loss_box_reg: 0.06119 loss_rpn_cls: 0.01106 loss_rpn_loc: 0.00293 loss_D_img_s: 0.0004849 time: 0.3476 last_time: 0.3353 data_time: 0.0267 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 03:20:10] d2.utils.events INFO: eta: 7:35:49 iter: 2359 total_loss: 0.08438 loss_cls: 0.02097 loss_box_reg: 0.05087 loss_rpn_cls: 0.007629 loss_rpn_loc: 0.002246 loss_D_img_s: 0.0004802 time: 0.3477 last_time: 0.3704 data_time: 0.0249 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 03:20:17] d2.utils.events INFO: eta: 7:36:20 iter: 2379 total_loss: 0.07863 loss_cls: 0.01983 loss_box_reg: 0.04578 loss_rpn_cls: 0.01177 loss_rpn_loc: 0.00233 loss_D_img_s: 0.0004758 time: 0.3478 last_time: 0.3771 data_time: 0.0268 last_data_time: 0.0060 lr: 0.01 max_mem: 5718M [03/23 03:20:25] d2.utils.events INFO: eta: 7:37:01 iter: 2399 total_loss: 0.08876 loss_cls: 0.02142 loss_box_reg: 0.05221 loss_rpn_cls: 0.009827 loss_rpn_loc: 0.002551 loss_D_img_s: 0.0004704 time: 0.3479 last_time: 0.3535 data_time: 0.0131 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 03:20:32] d2.utils.events INFO: eta: 7:36:16 iter: 2419 total_loss: 0.08292 loss_cls: 0.02227 loss_box_reg: 0.04911 loss_rpn_cls: 0.009942 loss_rpn_loc: 0.002564 loss_D_img_s: 0.0004676 time: 0.3479 last_time: 0.3226 data_time: 0.0253 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:20:39] d2.utils.events INFO: eta: 7:35:25 iter: 2439 total_loss: 0.0684 loss_cls: 0.01629 loss_box_reg: 0.04724 loss_rpn_cls: 0.007348 loss_rpn_loc: 0.002527 loss_D_img_s: 0.0004607 time: 0.3479 last_time: 0.3236 data_time: 0.0175 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 03:20:46] d2.utils.events INFO: eta: 7:35:14 iter: 2459 total_loss: 0.07254 loss_cls: 0.01681 loss_box_reg: 0.04138 loss_rpn_cls: 0.007572 loss_rpn_loc: 0.002563 loss_D_img_s: 0.0004549 time: 0.3480 last_time: 0.3671 data_time: 0.0271 last_data_time: 0.0337 lr: 0.01 max_mem: 5718M [03/23 03:20:53] d2.utils.events INFO: eta: 7:35:07 iter: 2479 total_loss: 0.07707 loss_cls: 0.01998 loss_box_reg: 0.04712 loss_rpn_cls: 0.005343 loss_rpn_loc: 0.003477 loss_D_img_s: 0.0004488 time: 0.3481 last_time: 0.3751 data_time: 0.0216 last_data_time: 0.0184 lr: 0.01 max_mem: 5718M [03/23 03:21:00] d2.utils.events INFO: eta: 7:34:53 iter: 2499 total_loss: 0.08184 loss_cls: 0.02222 loss_box_reg: 0.04742 loss_rpn_cls: 0.009877 loss_rpn_loc: 0.003293 loss_D_img_s: 0.0004454 time: 0.3481 last_time: 0.3206 data_time: 0.0170 last_data_time: 0.0036 lr: 0.01 max_mem: 5718M [03/23 03:21:07] d2.utils.events INFO: eta: 7:34:57 iter: 2519 total_loss: 0.08227 loss_cls: 0.0192 loss_box_reg: 0.0494 loss_rpn_cls: 0.007675 loss_rpn_loc: 0.002637 loss_D_img_s: 0.0004401 time: 0.3482 last_time: 0.3329 data_time: 0.0199 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 03:21:15] d2.utils.events INFO: eta: 7:35:24 iter: 2539 total_loss: 0.07521 loss_cls: 0.01733 loss_box_reg: 0.04547 loss_rpn_cls: 0.008847 loss_rpn_loc: 0.003172 loss_D_img_s: 0.000431 time: 0.3484 last_time: 0.3420 data_time: 0.0239 last_data_time: 0.0628 lr: 0.01 max_mem: 5718M [03/23 03:21:22] d2.utils.events INFO: eta: 7:34:47 iter: 2559 total_loss: 0.06218 loss_cls: 0.01404 loss_box_reg: 0.04397 loss_rpn_cls: 0.004151 loss_rpn_loc: 0.001928 loss_D_img_s: 0.0004274 time: 0.3484 last_time: 0.3606 data_time: 0.0284 last_data_time: 0.0195 lr: 0.01 max_mem: 5718M [03/23 03:21:29] d2.utils.events INFO: eta: 7:34:40 iter: 2579 total_loss: 0.07649 loss_cls: 0.01731 loss_box_reg: 0.04451 loss_rpn_cls: 0.008004 loss_rpn_loc: 0.002536 loss_D_img_s: 0.0004192 time: 0.3485 last_time: 0.3274 data_time: 0.0194 last_data_time: 0.0354 lr: 0.01 max_mem: 5718M [03/23 03:21:36] d2.utils.events INFO: eta: 7:34:33 iter: 2599 total_loss: 0.07506 loss_cls: 0.02077 loss_box_reg: 0.04457 loss_rpn_cls: 0.008164 loss_rpn_loc: 0.002809 loss_D_img_s: 0.0004136 time: 0.3485 last_time: 0.3440 data_time: 0.0237 last_data_time: 0.0117 lr: 0.01 max_mem: 5718M [03/23 03:21:43] d2.utils.events INFO: eta: 7:35:16 iter: 2619 total_loss: 0.06952 loss_cls: 0.01609 loss_box_reg: 0.04807 loss_rpn_cls: 0.005802 loss_rpn_loc: 0.002372 loss_D_img_s: 0.0004079 time: 0.3486 last_time: 0.3087 data_time: 0.0164 last_data_time: 0.0473 lr: 0.01 max_mem: 5718M [03/23 03:21:50] d2.utils.events INFO: eta: 7:35:13 iter: 2639 total_loss: 0.08065 loss_cls: 0.01801 loss_box_reg: 0.04639 loss_rpn_cls: 0.007221 loss_rpn_loc: 0.002548 loss_D_img_s: 0.0004017 time: 0.3486 last_time: 0.3544 data_time: 0.0278 last_data_time: 0.0210 lr: 0.01 max_mem: 5718M [03/23 03:21:57] d2.utils.events INFO: eta: 7:35:06 iter: 2659 total_loss: 0.07155 loss_cls: 0.01601 loss_box_reg: 0.04528 loss_rpn_cls: 0.00601 loss_rpn_loc: 0.002394 loss_D_img_s: 0.0003964 time: 0.3486 last_time: 0.3444 data_time: 0.0257 last_data_time: 0.0128 lr: 0.01 max_mem: 5718M [03/23 03:22:05] d2.utils.events INFO: eta: 7:35:04 iter: 2679 total_loss: 0.08094 loss_cls: 0.02012 loss_box_reg: 0.04961 loss_rpn_cls: 0.008826 loss_rpn_loc: 0.002921 loss_D_img_s: 0.0003902 time: 0.3489 last_time: 0.3367 data_time: 0.0286 last_data_time: 0.0134 lr: 0.01 max_mem: 5718M [03/23 03:22:12] d2.utils.events INFO: eta: 7:34:18 iter: 2699 total_loss: 0.06965 loss_cls: 0.01978 loss_box_reg: 0.04144 loss_rpn_cls: 0.008228 loss_rpn_loc: 0.002231 loss_D_img_s: 0.0003789 time: 0.3489 last_time: 0.3464 data_time: 0.0148 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:22:19] d2.utils.events INFO: eta: 7:33:46 iter: 2719 total_loss: 0.067 loss_cls: 0.01388 loss_box_reg: 0.04185 loss_rpn_cls: 0.007441 loss_rpn_loc: 0.003398 loss_D_img_s: 0.0003712 time: 0.3489 last_time: 0.3206 data_time: 0.0115 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:22:26] d2.utils.events INFO: eta: 7:33:56 iter: 2739 total_loss: 0.07193 loss_cls: 0.0165 loss_box_reg: 0.04564 loss_rpn_cls: 0.007789 loss_rpn_loc: 0.002656 loss_D_img_s: 0.0003655 time: 0.3490 last_time: 0.3904 data_time: 0.0144 last_data_time: 0.0134 lr: 0.01 max_mem: 5718M [03/23 03:22:34] d2.utils.events INFO: eta: 7:34:18 iter: 2759 total_loss: 0.06945 loss_cls: 0.01861 loss_box_reg: 0.04107 loss_rpn_cls: 0.007718 loss_rpn_loc: 0.002564 loss_D_img_s: 0.0003606 time: 0.3492 last_time: 0.3540 data_time: 0.0447 last_data_time: 0.0211 lr: 0.01 max_mem: 5718M [03/23 03:22:41] d2.utils.events INFO: eta: 7:33:56 iter: 2779 total_loss: 0.06848 loss_cls: 0.01687 loss_box_reg: 0.04706 loss_rpn_cls: 0.00834 loss_rpn_loc: 0.002531 loss_D_img_s: 0.0003522 time: 0.3492 last_time: 0.3354 data_time: 0.0193 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 03:22:47] d2.utils.events INFO: eta: 7:33:43 iter: 2799 total_loss: 0.06113 loss_cls: 0.01488 loss_box_reg: 0.03912 loss_rpn_cls: 0.007312 loss_rpn_loc: 0.002912 loss_D_img_s: 0.0003413 time: 0.3491 last_time: 0.3775 data_time: 0.0200 last_data_time: 0.0255 lr: 0.01 max_mem: 5718M [03/23 03:22:55] d2.utils.events INFO: eta: 7:34:40 iter: 2819 total_loss: 0.08059 loss_cls: 0.01738 loss_box_reg: 0.05378 loss_rpn_cls: 0.005983 loss_rpn_loc: 0.002205 loss_D_img_s: 0.0003376 time: 0.3492 last_time: 0.4026 data_time: 0.0316 last_data_time: 0.0109 lr: 0.01 max_mem: 5718M [03/23 03:23:02] d2.utils.events INFO: eta: 7:34:33 iter: 2839 total_loss: 0.07803 loss_cls: 0.01833 loss_box_reg: 0.04707 loss_rpn_cls: 0.008354 loss_rpn_loc: 0.002282 loss_D_img_s: 0.0003302 time: 0.3492 last_time: 0.3211 data_time: 0.0166 last_data_time: 0.0198 lr: 0.01 max_mem: 5718M [03/23 03:23:09] d2.utils.events INFO: eta: 7:34:36 iter: 2859 total_loss: 0.0669 loss_cls: 0.0166 loss_box_reg: 0.04247 loss_rpn_cls: 0.005905 loss_rpn_loc: 0.002408 loss_D_img_s: 0.0003231 time: 0.3493 last_time: 0.3794 data_time: 0.0246 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 03:23:16] d2.utils.events INFO: eta: 7:35:01 iter: 2879 total_loss: 0.06506 loss_cls: 0.0191 loss_box_reg: 0.04127 loss_rpn_cls: 0.005007 loss_rpn_loc: 0.002624 loss_D_img_s: 0.0003167 time: 0.3493 last_time: 0.3610 data_time: 0.0238 last_data_time: 0.0224 lr: 0.01 max_mem: 5718M [03/23 03:23:23] d2.utils.events INFO: eta: 7:34:54 iter: 2899 total_loss: 0.06722 loss_cls: 0.01413 loss_box_reg: 0.04258 loss_rpn_cls: 0.007648 loss_rpn_loc: 0.002252 loss_D_img_s: 0.0003107 time: 0.3493 last_time: 0.3168 data_time: 0.0395 last_data_time: 0.0118 lr: 0.01 max_mem: 5718M [03/23 03:23:30] d2.utils.events INFO: eta: 7:34:06 iter: 2919 total_loss: 0.07351 loss_cls: 0.02029 loss_box_reg: 0.03891 loss_rpn_cls: 0.007016 loss_rpn_loc: 0.002905 loss_D_img_s: 0.0002986 time: 0.3493 last_time: 0.3837 data_time: 0.0189 last_data_time: 0.0207 lr: 0.01 max_mem: 5718M [03/23 03:23:37] d2.utils.events INFO: eta: 7:33:23 iter: 2939 total_loss: 0.07159 loss_cls: 0.0172 loss_box_reg: 0.04098 loss_rpn_cls: 0.007352 loss_rpn_loc: 0.002463 loss_D_img_s: 0.0002931 time: 0.3493 last_time: 0.3476 data_time: 0.0227 last_data_time: 0.0105 lr: 0.01 max_mem: 5718M [03/23 03:23:44] d2.utils.events INFO: eta: 7:32:48 iter: 2959 total_loss: 0.07882 loss_cls: 0.01815 loss_box_reg: 0.04466 loss_rpn_cls: 0.00774 loss_rpn_loc: 0.002542 loss_D_img_s: 0.0002821 time: 0.3494 last_time: 0.3378 data_time: 0.0303 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 03:23:51] d2.utils.events INFO: eta: 7:33:09 iter: 2979 total_loss: 0.07512 loss_cls: 0.0166 loss_box_reg: 0.05109 loss_rpn_cls: 0.006799 loss_rpn_loc: 0.003126 loss_D_img_s: 0.0002784 time: 0.3495 last_time: 0.3500 data_time: 0.0273 last_data_time: 0.0628 lr: 0.01 max_mem: 5718M [03/23 03:23:59] d2.data.common INFO: Serializing the dataset using: [03/23 03:23:59] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:23:59] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:23:59] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:23:59] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:24:00] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0249 s/iter. Inference: 0.0561 s/iter. Eval: 0.0002 s/iter. Total: 0.0811 s/iter. ETA=0:00:32 [03/23 03:24:05] d2.evaluation.evaluator INFO: Inference done 79/410. Dataloading: 0.0152 s/iter. Inference: 0.0592 s/iter. Eval: 0.0003 s/iter. Total: 0.0747 s/iter. ETA=0:00:24 [03/23 03:24:10] d2.evaluation.evaluator INFO: Inference done 144/410. Dataloading: 0.0171 s/iter. Inference: 0.0586 s/iter. Eval: 0.0003 s/iter. Total: 0.0760 s/iter. ETA=0:00:20 [03/23 03:24:15] d2.evaluation.evaluator INFO: Inference done 213/410. Dataloading: 0.0167 s/iter. Inference: 0.0579 s/iter. Eval: 0.0002 s/iter. Total: 0.0749 s/iter. ETA=0:00:14 [03/23 03:24:20] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0161 s/iter. Inference: 0.0598 s/iter. Eval: 0.0003 s/iter. Total: 0.0763 s/iter. ETA=0:00:10 [03/23 03:24:25] d2.evaluation.evaluator INFO: Inference done 337/410. Dataloading: 0.0169 s/iter. Inference: 0.0598 s/iter. Eval: 0.0003 s/iter. Total: 0.0771 s/iter. ETA=0:00:05 [03/23 03:24:30] d2.evaluation.evaluator INFO: Inference done 404/410. Dataloading: 0.0169 s/iter. Inference: 0.0596 s/iter. Eval: 0.0003 s/iter. Total: 0.0767 s/iter. ETA=0:00:00 [03/23 03:24:31] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.004455 (0.076554 s / iter per device, on 1 devices) [03/23 03:24:31] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:24 (0.059417 s / iter per device, on 1 devices) [03/23 03:24:31] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:24:31] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:24:31] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:24:31] d2.evaluation.testing INFO: copypaste: 0.9204,5.0387,0.0999 [03/23 03:24:31] d2.data.common INFO: Serializing the dataset using: [03/23 03:24:31] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:24:31] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:24:31] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:24:31] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:24:35] d2.evaluation.evaluator INFO: Inference done 43/410. Dataloading: 0.0247 s/iter. Inference: 0.0611 s/iter. Eval: 0.0015 s/iter. Total: 0.0873 s/iter. ETA=0:00:32 [03/23 03:24:40] d2.evaluation.evaluator INFO: Inference done 103/410. Dataloading: 0.0194 s/iter. Inference: 0.0642 s/iter. Eval: 0.0013 s/iter. Total: 0.0850 s/iter. ETA=0:00:26 [03/23 03:24:46] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0176 s/iter. Inference: 0.0637 s/iter. Eval: 0.0011 s/iter. Total: 0.0825 s/iter. ETA=0:00:20 [03/23 03:24:51] d2.evaluation.evaluator INFO: Inference done 232/410. Dataloading: 0.0184 s/iter. Inference: 0.0618 s/iter. Eval: 0.0010 s/iter. Total: 0.0812 s/iter. ETA=0:00:14 [03/23 03:24:56] d2.evaluation.evaluator INFO: Inference done 301/410. Dataloading: 0.0178 s/iter. Inference: 0.0605 s/iter. Eval: 0.0011 s/iter. Total: 0.0793 s/iter. ETA=0:00:08 [03/23 03:25:01] d2.evaluation.evaluator INFO: Inference done 366/410. Dataloading: 0.0180 s/iter. Inference: 0.0599 s/iter. Eval: 0.0010 s/iter. Total: 0.0790 s/iter. ETA=0:00:03 [03/23 03:25:04] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.818201 (0.078563 s / iter per device, on 1 devices) [03/23 03:25:04] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:24 (0.059569 s / iter per device, on 1 devices) [03/23 03:25:11] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:25:11] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:25:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:25:11] d2.evaluation.testing INFO: copypaste: 1.9265,8.9957,0.0339 [03/23 03:25:11] d2.utils.events INFO: eta: 7:33:37 iter: 2999 total_loss: 0.0616 loss_cls: 0.01397 loss_box_reg: 0.04079 loss_rpn_cls: 0.006138 loss_rpn_loc: 0.002478 loss_D_img_s: 0.0002682 time: 0.3496 last_time: 0.3462 data_time: 0.0335 last_data_time: 0.0291 lr: 0.01 max_mem: 5718M [03/23 03:25:17] d2.utils.events INFO: eta: 7:32:59 iter: 3019 total_loss: 0.06992 loss_cls: 0.01428 loss_box_reg: 0.0422 loss_rpn_cls: 0.007303 loss_rpn_loc: 0.002099 loss_D_img_s: 0.0002646 time: 0.3495 last_time: 0.2995 data_time: 0.0331 last_data_time: 0.0187 lr: 0.01 max_mem: 5718M [03/23 03:25:25] d2.utils.events INFO: eta: 7:32:56 iter: 3039 total_loss: 0.0661 loss_cls: 0.01583 loss_box_reg: 0.03777 loss_rpn_cls: 0.005456 loss_rpn_loc: 0.002193 loss_D_img_s: 0.0002559 time: 0.3495 last_time: 0.3578 data_time: 0.0323 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 03:25:31] d2.utils.events INFO: eta: 7:32:49 iter: 3059 total_loss: 0.06879 loss_cls: 0.01603 loss_box_reg: 0.04221 loss_rpn_cls: 0.005847 loss_rpn_loc: 0.002421 loss_D_img_s: 0.0002462 time: 0.3493 last_time: 0.3117 data_time: 0.0251 last_data_time: 0.0253 lr: 0.01 max_mem: 5718M [03/23 03:25:38] d2.utils.events INFO: eta: 7:33:07 iter: 3079 total_loss: 0.0741 loss_cls: 0.01782 loss_box_reg: 0.04149 loss_rpn_cls: 0.007966 loss_rpn_loc: 0.002775 loss_D_img_s: 0.000241 time: 0.3494 last_time: 0.3524 data_time: 0.0378 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 03:25:46] d2.utils.events INFO: eta: 7:33:07 iter: 3099 total_loss: 0.07111 loss_cls: 0.01825 loss_box_reg: 0.04533 loss_rpn_cls: 0.007347 loss_rpn_loc: 0.002802 loss_D_img_s: 0.0002367 time: 0.3495 last_time: 0.3215 data_time: 0.0314 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 03:25:53] d2.utils.events INFO: eta: 7:32:54 iter: 3119 total_loss: 0.05846 loss_cls: 0.01234 loss_box_reg: 0.03822 loss_rpn_cls: 0.004718 loss_rpn_loc: 0.002879 loss_D_img_s: 0.0002281 time: 0.3496 last_time: 0.4199 data_time: 0.0215 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:26:00] d2.utils.events INFO: eta: 7:32:25 iter: 3139 total_loss: 0.07493 loss_cls: 0.01839 loss_box_reg: 0.05061 loss_rpn_cls: 0.005763 loss_rpn_loc: 0.002277 loss_D_img_s: 0.0002215 time: 0.3496 last_time: 0.3807 data_time: 0.0259 last_data_time: 0.0179 lr: 0.01 max_mem: 5718M [03/23 03:26:07] d2.utils.events INFO: eta: 7:31:56 iter: 3159 total_loss: 0.06611 loss_cls: 0.01651 loss_box_reg: 0.04272 loss_rpn_cls: 0.005927 loss_rpn_loc: 0.002546 loss_D_img_s: 0.0002133 time: 0.3497 last_time: 0.3679 data_time: 0.0129 last_data_time: 0.0199 lr: 0.01 max_mem: 5718M [03/23 03:26:14] d2.utils.events INFO: eta: 7:31:25 iter: 3179 total_loss: 0.05821 loss_cls: 0.01332 loss_box_reg: 0.03907 loss_rpn_cls: 0.00434 loss_rpn_loc: 0.002488 loss_D_img_s: 0.0002082 time: 0.3498 last_time: 0.3271 data_time: 0.0365 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 03:26:22] d2.utils.events INFO: eta: 7:31:17 iter: 3199 total_loss: 0.07808 loss_cls: 0.02085 loss_box_reg: 0.0427 loss_rpn_cls: 0.009529 loss_rpn_loc: 0.002672 loss_D_img_s: 0.000206 time: 0.3498 last_time: 0.3056 data_time: 0.0203 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 03:26:29] d2.utils.events INFO: eta: 7:30:49 iter: 3219 total_loss: 0.06715 loss_cls: 0.01654 loss_box_reg: 0.04276 loss_rpn_cls: 0.007356 loss_rpn_loc: 0.002126 loss_D_img_s: 0.0001974 time: 0.3499 last_time: 0.3490 data_time: 0.0122 last_data_time: 0.0202 lr: 0.01 max_mem: 5718M [03/23 03:26:36] d2.utils.events INFO: eta: 7:31:00 iter: 3239 total_loss: 0.06548 loss_cls: 0.01548 loss_box_reg: 0.04101 loss_rpn_cls: 0.006603 loss_rpn_loc: 0.001885 loss_D_img_s: 0.0001918 time: 0.3498 last_time: 0.3319 data_time: 0.0516 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:26:42] d2.utils.events INFO: eta: 7:29:53 iter: 3259 total_loss: 0.07249 loss_cls: 0.0164 loss_box_reg: 0.04713 loss_rpn_cls: 0.006323 loss_rpn_loc: 0.002244 loss_D_img_s: 0.0001817 time: 0.3497 last_time: 0.3207 data_time: 0.0182 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 03:26:49] d2.utils.events INFO: eta: 7:29:43 iter: 3279 total_loss: 0.05933 loss_cls: 0.01369 loss_box_reg: 0.03619 loss_rpn_cls: 0.005886 loss_rpn_loc: 0.001805 loss_D_img_s: 0.000179 time: 0.3498 last_time: 0.3782 data_time: 0.0162 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 03:26:57] d2.utils.events INFO: eta: 7:29:36 iter: 3299 total_loss: 0.06436 loss_cls: 0.01397 loss_box_reg: 0.03677 loss_rpn_cls: 0.006358 loss_rpn_loc: 0.003028 loss_D_img_s: 0.0001735 time: 0.3498 last_time: 0.3288 data_time: 0.0245 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 03:27:04] d2.utils.events INFO: eta: 7:29:42 iter: 3319 total_loss: 0.06347 loss_cls: 0.01491 loss_box_reg: 0.03896 loss_rpn_cls: 0.006478 loss_rpn_loc: 0.00228 loss_D_img_s: 0.0001665 time: 0.3498 last_time: 0.3248 data_time: 0.0219 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:27:11] d2.utils.events INFO: eta: 7:29:30 iter: 3339 total_loss: 0.06624 loss_cls: 0.01551 loss_box_reg: 0.03962 loss_rpn_cls: 0.005961 loss_rpn_loc: 0.002882 loss_D_img_s: 0.0001613 time: 0.3499 last_time: 0.4105 data_time: 0.0154 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:27:18] d2.utils.events INFO: eta: 7:28:40 iter: 3359 total_loss: 0.0695 loss_cls: 0.0147 loss_box_reg: 0.0395 loss_rpn_cls: 0.005563 loss_rpn_loc: 0.00217 loss_D_img_s: 0.0001589 time: 0.3498 last_time: 0.3360 data_time: 0.0215 last_data_time: 0.0254 lr: 0.01 max_mem: 5718M [03/23 03:27:25] d2.utils.events INFO: eta: 7:28:27 iter: 3379 total_loss: 0.06547 loss_cls: 0.01416 loss_box_reg: 0.03941 loss_rpn_cls: 0.005305 loss_rpn_loc: 0.002065 loss_D_img_s: 0.0001538 time: 0.3499 last_time: 0.3254 data_time: 0.0410 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 03:27:32] d2.utils.events INFO: eta: 7:28:13 iter: 3399 total_loss: 0.0638 loss_cls: 0.01876 loss_box_reg: 0.03787 loss_rpn_cls: 0.00643 loss_rpn_loc: 0.002501 loss_D_img_s: 0.0001453 time: 0.3499 last_time: 0.3746 data_time: 0.0162 last_data_time: 0.1414 lr: 0.01 max_mem: 5718M [03/23 03:27:40] d2.utils.events INFO: eta: 7:28:43 iter: 3419 total_loss: 0.05675 loss_cls: 0.01219 loss_box_reg: 0.03691 loss_rpn_cls: 0.004583 loss_rpn_loc: 0.002816 loss_D_img_s: 0.0001433 time: 0.3501 last_time: 0.3572 data_time: 0.0382 last_data_time: 0.0209 lr: 0.01 max_mem: 5718M [03/23 03:27:47] d2.utils.events INFO: eta: 7:28:59 iter: 3439 total_loss: 0.06638 loss_cls: 0.01718 loss_box_reg: 0.03959 loss_rpn_cls: 0.006393 loss_rpn_loc: 0.002294 loss_D_img_s: 0.0001387 time: 0.3502 last_time: 0.3096 data_time: 0.0325 last_data_time: 0.0044 lr: 0.01 max_mem: 5718M [03/23 03:27:54] d2.utils.events INFO: eta: 7:28:17 iter: 3459 total_loss: 0.08547 loss_cls: 0.02405 loss_box_reg: 0.05259 loss_rpn_cls: 0.007137 loss_rpn_loc: 0.002111 loss_D_img_s: 0.0001355 time: 0.3501 last_time: 0.3185 data_time: 0.0314 last_data_time: 0.0142 lr: 0.01 max_mem: 5718M [03/23 03:28:01] d2.utils.events INFO: eta: 7:28:00 iter: 3479 total_loss: 0.07865 loss_cls: 0.01932 loss_box_reg: 0.0485 loss_rpn_cls: 0.007091 loss_rpn_loc: 0.002127 loss_D_img_s: 0.0001285 time: 0.3501 last_time: 0.3199 data_time: 0.0357 last_data_time: 0.0147 lr: 0.01 max_mem: 5718M [03/23 03:28:08] d2.utils.events INFO: eta: 7:28:03 iter: 3499 total_loss: 0.06431 loss_cls: 0.01559 loss_box_reg: 0.03845 loss_rpn_cls: 0.007942 loss_rpn_loc: 0.003537 loss_D_img_s: 0.0001295 time: 0.3501 last_time: 0.3143 data_time: 0.0270 last_data_time: 0.0162 lr: 0.01 max_mem: 5718M [03/23 03:28:15] d2.utils.events INFO: eta: 7:27:32 iter: 3519 total_loss: 0.05744 loss_cls: 0.01427 loss_box_reg: 0.03566 loss_rpn_cls: 0.005859 loss_rpn_loc: 0.001914 loss_D_img_s: 0.0001211 time: 0.3501 last_time: 0.3202 data_time: 0.0222 last_data_time: 0.0552 lr: 0.01 max_mem: 5718M [03/23 03:28:22] d2.utils.events INFO: eta: 7:26:46 iter: 3539 total_loss: 0.05988 loss_cls: 0.01448 loss_box_reg: 0.03946 loss_rpn_cls: 0.004504 loss_rpn_loc: 0.001493 loss_D_img_s: 0.00012 time: 0.3501 last_time: 0.3489 data_time: 0.0098 last_data_time: 0.0243 lr: 0.01 max_mem: 5718M [03/23 03:28:29] d2.utils.events INFO: eta: 7:26:48 iter: 3559 total_loss: 0.05862 loss_cls: 0.01649 loss_box_reg: 0.0323 loss_rpn_cls: 0.006108 loss_rpn_loc: 0.002773 loss_D_img_s: 0.0001165 time: 0.3501 last_time: 0.3361 data_time: 0.0310 last_data_time: 0.0121 lr: 0.01 max_mem: 5718M [03/23 03:28:36] d2.utils.events INFO: eta: 7:26:26 iter: 3579 total_loss: 0.07541 loss_cls: 0.01749 loss_box_reg: 0.03961 loss_rpn_cls: 0.006737 loss_rpn_loc: 0.002581 loss_D_img_s: 0.0001164 time: 0.3502 last_time: 0.3454 data_time: 0.0180 last_data_time: 0.0113 lr: 0.01 max_mem: 5718M [03/23 03:28:43] d2.utils.events INFO: eta: 7:26:39 iter: 3599 total_loss: 0.07429 loss_cls: 0.01765 loss_box_reg: 0.04439 loss_rpn_cls: 0.00609 loss_rpn_loc: 0.002487 loss_D_img_s: 0.0001145 time: 0.3502 last_time: 0.3273 data_time: 0.0223 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:28:50] d2.utils.events INFO: eta: 7:27:04 iter: 3619 total_loss: 0.06691 loss_cls: 0.01539 loss_box_reg: 0.04101 loss_rpn_cls: 0.006596 loss_rpn_loc: 0.002479 loss_D_img_s: 0.0001081 time: 0.3503 last_time: 0.3621 data_time: 0.0289 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 03:28:57] d2.utils.events INFO: eta: 7:26:45 iter: 3639 total_loss: 0.07323 loss_cls: 0.01575 loss_box_reg: 0.0426 loss_rpn_cls: 0.005399 loss_rpn_loc: 0.002343 loss_D_img_s: 0.0001074 time: 0.3503 last_time: 0.3724 data_time: 0.0223 last_data_time: 0.0313 lr: 0.01 max_mem: 5718M [03/23 03:29:05] d2.utils.events INFO: eta: 7:26:38 iter: 3659 total_loss: 0.06311 loss_cls: 0.01403 loss_box_reg: 0.03878 loss_rpn_cls: 0.005844 loss_rpn_loc: 0.002003 loss_D_img_s: 0.0001032 time: 0.3503 last_time: 0.3079 data_time: 0.0267 last_data_time: 0.0193 lr: 0.01 max_mem: 5718M [03/23 03:29:12] d2.utils.events INFO: eta: 7:26:21 iter: 3679 total_loss: 0.06695 loss_cls: 0.01532 loss_box_reg: 0.03877 loss_rpn_cls: 0.005921 loss_rpn_loc: 0.002211 loss_D_img_s: 9.973e-05 time: 0.3504 last_time: 0.3684 data_time: 0.0233 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 03:29:19] d2.utils.events INFO: eta: 7:27:05 iter: 3699 total_loss: 0.06032 loss_cls: 0.0128 loss_box_reg: 0.04193 loss_rpn_cls: 0.004888 loss_rpn_loc: 0.00231 loss_D_img_s: 9.516e-05 time: 0.3505 last_time: 0.3866 data_time: 0.0274 last_data_time: 0.1090 lr: 0.01 max_mem: 5718M [03/23 03:29:26] d2.utils.events INFO: eta: 7:27:24 iter: 3719 total_loss: 0.06236 loss_cls: 0.01682 loss_box_reg: 0.0382 loss_rpn_cls: 0.007319 loss_rpn_loc: 0.001786 loss_D_img_s: 9.311e-05 time: 0.3505 last_time: 0.3301 data_time: 0.0297 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 03:29:33] d2.utils.events INFO: eta: 7:26:59 iter: 3739 total_loss: 0.07223 loss_cls: 0.0159 loss_box_reg: 0.0447 loss_rpn_cls: 0.007361 loss_rpn_loc: 0.002827 loss_D_img_s: 9.058e-05 time: 0.3505 last_time: 0.3219 data_time: 0.0196 last_data_time: 0.0126 lr: 0.01 max_mem: 5718M [03/23 03:29:41] d2.utils.events INFO: eta: 7:26:20 iter: 3759 total_loss: 0.07068 loss_cls: 0.01794 loss_box_reg: 0.04028 loss_rpn_cls: 0.00507 loss_rpn_loc: 0.00196 loss_D_img_s: 8.927e-05 time: 0.3506 last_time: 0.3655 data_time: 0.0328 last_data_time: 0.0174 lr: 0.01 max_mem: 5718M [03/23 03:29:48] d2.utils.events INFO: eta: 7:26:57 iter: 3779 total_loss: 0.06635 loss_cls: 0.01802 loss_box_reg: 0.04317 loss_rpn_cls: 0.0068 loss_rpn_loc: 0.00213 loss_D_img_s: 8.3e-05 time: 0.3506 last_time: 0.3283 data_time: 0.0179 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 03:29:55] d2.utils.events INFO: eta: 7:26:50 iter: 3799 total_loss: 0.06783 loss_cls: 0.01733 loss_box_reg: 0.03996 loss_rpn_cls: 0.005563 loss_rpn_loc: 0.002061 loss_D_img_s: 8.316e-05 time: 0.3507 last_time: 0.3299 data_time: 0.0259 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:30:02] d2.utils.events INFO: eta: 7:26:18 iter: 3819 total_loss: 0.05924 loss_cls: 0.01294 loss_box_reg: 0.03661 loss_rpn_cls: 0.005703 loss_rpn_loc: 0.002107 loss_D_img_s: 7.982e-05 time: 0.3507 last_time: 0.3776 data_time: 0.0243 last_data_time: 0.1206 lr: 0.01 max_mem: 5718M [03/23 03:30:09] d2.utils.events INFO: eta: 7:26:40 iter: 3839 total_loss: 0.06746 loss_cls: 0.01627 loss_box_reg: 0.04109 loss_rpn_cls: 0.006081 loss_rpn_loc: 0.00214 loss_D_img_s: 8.007e-05 time: 0.3507 last_time: 0.3530 data_time: 0.0155 last_data_time: 0.0048 lr: 0.01 max_mem: 5718M [03/23 03:30:17] d2.utils.events INFO: eta: 7:26:33 iter: 3859 total_loss: 0.06568 loss_cls: 0.01342 loss_box_reg: 0.0394 loss_rpn_cls: 0.005438 loss_rpn_loc: 0.002609 loss_D_img_s: 7.674e-05 time: 0.3508 last_time: 0.3131 data_time: 0.0214 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 03:30:24] d2.utils.events INFO: eta: 7:25:57 iter: 3879 total_loss: 0.05866 loss_cls: 0.01174 loss_box_reg: 0.03744 loss_rpn_cls: 0.004895 loss_rpn_loc: 0.002114 loss_D_img_s: 7.549e-05 time: 0.3508 last_time: 0.3124 data_time: 0.0301 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 03:30:31] d2.utils.events INFO: eta: 7:25:23 iter: 3899 total_loss: 0.0586 loss_cls: 0.0187 loss_box_reg: 0.03336 loss_rpn_cls: 0.005337 loss_rpn_loc: 0.00258 loss_D_img_s: 7.57e-05 time: 0.3508 last_time: 0.3505 data_time: 0.0426 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:30:38] d2.utils.events INFO: eta: 7:26:17 iter: 3919 total_loss: 0.06607 loss_cls: 0.01483 loss_box_reg: 0.04142 loss_rpn_cls: 0.007219 loss_rpn_loc: 0.002312 loss_D_img_s: 7.241e-05 time: 0.3509 last_time: 0.3613 data_time: 0.0327 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 03:30:45] d2.utils.events INFO: eta: 7:26:22 iter: 3939 total_loss: 0.05748 loss_cls: 0.01303 loss_box_reg: 0.03537 loss_rpn_cls: 0.006636 loss_rpn_loc: 0.00199 loss_D_img_s: 7.233e-05 time: 0.3509 last_time: 0.3847 data_time: 0.0132 last_data_time: 0.0150 lr: 0.01 max_mem: 5718M [03/23 03:30:52] d2.utils.events INFO: eta: 7:26:25 iter: 3959 total_loss: 0.06285 loss_cls: 0.01583 loss_box_reg: 0.03839 loss_rpn_cls: 0.004995 loss_rpn_loc: 0.002315 loss_D_img_s: 6.871e-05 time: 0.3510 last_time: 0.3328 data_time: 0.0125 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:31:00] d2.utils.events INFO: eta: 7:26:18 iter: 3979 total_loss: 0.06288 loss_cls: 0.01993 loss_box_reg: 0.03784 loss_rpn_cls: 0.00625 loss_rpn_loc: 0.002 loss_D_img_s: 6.814e-05 time: 0.3510 last_time: 0.3207 data_time: 0.0150 last_data_time: 0.0066 lr: 0.01 max_mem: 5718M [03/23 03:31:07] d2.data.common INFO: Serializing the dataset using: [03/23 03:31:07] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:31:07] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:31:07] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:31:07] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:31:08] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0379 s/iter. Inference: 0.0602 s/iter. Eval: 0.0002 s/iter. Total: 0.0983 s/iter. ETA=0:00:39 [03/23 03:31:14] d2.evaluation.evaluator INFO: Inference done 71/410. Dataloading: 0.0249 s/iter. Inference: 0.0602 s/iter. Eval: 0.0002 s/iter. Total: 0.0854 s/iter. ETA=0:00:28 [03/23 03:31:19] d2.evaluation.evaluator INFO: Inference done 139/410. Dataloading: 0.0198 s/iter. Inference: 0.0600 s/iter. Eval: 0.0002 s/iter. Total: 0.0800 s/iter. ETA=0:00:21 [03/23 03:31:24] d2.evaluation.evaluator INFO: Inference done 208/410. Dataloading: 0.0162 s/iter. Inference: 0.0611 s/iter. Eval: 0.0002 s/iter. Total: 0.0775 s/iter. ETA=0:00:15 [03/23 03:31:29] d2.evaluation.evaluator INFO: Inference done 271/410. Dataloading: 0.0169 s/iter. Inference: 0.0608 s/iter. Eval: 0.0003 s/iter. Total: 0.0781 s/iter. ETA=0:00:10 [03/23 03:31:34] d2.evaluation.evaluator INFO: Inference done 336/410. Dataloading: 0.0168 s/iter. Inference: 0.0609 s/iter. Eval: 0.0003 s/iter. Total: 0.0780 s/iter. ETA=0:00:05 [03/23 03:31:39] d2.evaluation.evaluator INFO: Inference done 399/410. Dataloading: 0.0175 s/iter. Inference: 0.0606 s/iter. Eval: 0.0003 s/iter. Total: 0.0785 s/iter. ETA=0:00:00 [03/23 03:31:40] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.816726 (0.078560 s / iter per device, on 1 devices) [03/23 03:31:40] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:24 (0.060567 s / iter per device, on 1 devices) [03/23 03:31:40] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:31:40] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:31:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:31:40] d2.evaluation.testing INFO: copypaste: 0.6179,4.3195,0.0000 [03/23 03:31:40] d2.data.common INFO: Serializing the dataset using: [03/23 03:31:40] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:31:40] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:31:40] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:31:40] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:31:44] d2.evaluation.evaluator INFO: Inference done 42/410. Dataloading: 0.0208 s/iter. Inference: 0.0579 s/iter. Eval: 0.0005 s/iter. Total: 0.0792 s/iter. ETA=0:00:29 [03/23 03:31:49] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0163 s/iter. Inference: 0.0619 s/iter. Eval: 0.0007 s/iter. Total: 0.0790 s/iter. ETA=0:00:24 [03/23 03:31:54] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0164 s/iter. Inference: 0.0615 s/iter. Eval: 0.0008 s/iter. Total: 0.0788 s/iter. ETA=0:00:18 [03/23 03:31:59] d2.evaluation.evaluator INFO: Inference done 230/410. Dataloading: 0.0181 s/iter. Inference: 0.0614 s/iter. Eval: 0.0008 s/iter. Total: 0.0804 s/iter. ETA=0:00:14 [03/23 03:32:04] d2.evaluation.evaluator INFO: Inference done 293/410. Dataloading: 0.0184 s/iter. Inference: 0.0611 s/iter. Eval: 0.0008 s/iter. Total: 0.0803 s/iter. ETA=0:00:09 [03/23 03:32:09] d2.evaluation.evaluator INFO: Inference done 364/410. Dataloading: 0.0177 s/iter. Inference: 0.0600 s/iter. Eval: 0.0008 s/iter. Total: 0.0785 s/iter. ETA=0:00:03 [03/23 03:32:13] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.725150 (0.078334 s / iter per device, on 1 devices) [03/23 03:32:13] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:24 (0.059512 s / iter per device, on 1 devices) [03/23 03:32:16] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:32:16] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:32:16] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:32:16] d2.evaluation.testing INFO: copypaste: 2.9421,11.9969,0.0148 [03/23 03:32:16] d2.utils.events INFO: eta: 7:26:22 iter: 3999 total_loss: 0.06468 loss_cls: 0.01399 loss_box_reg: 0.04893 loss_rpn_cls: 0.004164 loss_rpn_loc: 0.002738 loss_D_img_s: 6.914e-05 time: 0.3511 last_time: 0.3686 data_time: 0.0213 last_data_time: 0.0160 lr: 0.01 max_mem: 5718M [03/23 03:32:23] d2.utils.events INFO: eta: 7:26:42 iter: 4019 total_loss: 0.05302 loss_cls: 0.01172 loss_box_reg: 0.03531 loss_rpn_cls: 0.003722 loss_rpn_loc: 0.00206 loss_D_img_s: 6.45e-05 time: 0.3511 last_time: 0.3475 data_time: 0.0518 last_data_time: 0.0145 lr: 0.01 max_mem: 5718M [03/23 03:32:30] d2.utils.events INFO: eta: 7:26:31 iter: 4039 total_loss: 0.05168 loss_cls: 0.01066 loss_box_reg: 0.03135 loss_rpn_cls: 0.003644 loss_rpn_loc: 0.002168 loss_D_img_s: 6.359e-05 time: 0.3511 last_time: 0.3497 data_time: 0.0171 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 03:32:37] d2.utils.events INFO: eta: 7:27:16 iter: 4059 total_loss: 0.06259 loss_cls: 0.01243 loss_box_reg: 0.03522 loss_rpn_cls: 0.004665 loss_rpn_loc: 0.002078 loss_D_img_s: 6.202e-05 time: 0.3512 last_time: 0.4203 data_time: 0.0602 last_data_time: 0.2045 lr: 0.01 max_mem: 5718M [03/23 03:32:45] d2.utils.events INFO: eta: 7:27:15 iter: 4079 total_loss: 0.06503 loss_cls: 0.01654 loss_box_reg: 0.03597 loss_rpn_cls: 0.005284 loss_rpn_loc: 0.001876 loss_D_img_s: 5.994e-05 time: 0.3512 last_time: 0.3625 data_time: 0.0316 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 03:32:52] d2.utils.events INFO: eta: 7:26:44 iter: 4099 total_loss: 0.05177 loss_cls: 0.01206 loss_box_reg: 0.03597 loss_rpn_cls: 0.003451 loss_rpn_loc: 0.001698 loss_D_img_s: 5.86e-05 time: 0.3512 last_time: 0.3397 data_time: 0.0236 last_data_time: 0.0178 lr: 0.01 max_mem: 5718M [03/23 03:32:59] d2.utils.events INFO: eta: 7:26:34 iter: 4119 total_loss: 0.06188 loss_cls: 0.01441 loss_box_reg: 0.03914 loss_rpn_cls: 0.005135 loss_rpn_loc: 0.002333 loss_D_img_s: 5.724e-05 time: 0.3513 last_time: 0.3237 data_time: 0.0120 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 03:33:06] d2.utils.events INFO: eta: 7:26:38 iter: 4139 total_loss: 0.06352 loss_cls: 0.01511 loss_box_reg: 0.0422 loss_rpn_cls: 0.006177 loss_rpn_loc: 0.002038 loss_D_img_s: 5.717e-05 time: 0.3513 last_time: 0.3675 data_time: 0.0419 last_data_time: 0.0648 lr: 0.01 max_mem: 5718M [03/23 03:33:13] d2.utils.events INFO: eta: 7:26:44 iter: 4159 total_loss: 0.0655 loss_cls: 0.01762 loss_box_reg: 0.04254 loss_rpn_cls: 0.007506 loss_rpn_loc: 0.001835 loss_D_img_s: 5.854e-05 time: 0.3513 last_time: 0.3726 data_time: 0.0100 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 03:33:20] d2.utils.events INFO: eta: 7:26:37 iter: 4179 total_loss: 0.05418 loss_cls: 0.01389 loss_box_reg: 0.03154 loss_rpn_cls: 0.00579 loss_rpn_loc: 0.002349 loss_D_img_s: 5.356e-05 time: 0.3514 last_time: 0.3654 data_time: 0.0184 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 03:33:28] d2.utils.events INFO: eta: 7:26:33 iter: 4199 total_loss: 0.0558 loss_cls: 0.01193 loss_box_reg: 0.03783 loss_rpn_cls: 0.004557 loss_rpn_loc: 0.002186 loss_D_img_s: 5.319e-05 time: 0.3515 last_time: 0.4064 data_time: 0.0257 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 03:33:35] d2.utils.events INFO: eta: 7:27:12 iter: 4219 total_loss: 0.06983 loss_cls: 0.016 loss_box_reg: 0.04282 loss_rpn_cls: 0.006961 loss_rpn_loc: 0.002017 loss_D_img_s: 5.349e-05 time: 0.3516 last_time: 0.3280 data_time: 0.0398 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 03:33:42] d2.utils.events INFO: eta: 7:27:05 iter: 4239 total_loss: 0.06054 loss_cls: 0.01256 loss_box_reg: 0.04163 loss_rpn_cls: 0.004305 loss_rpn_loc: 0.002384 loss_D_img_s: 4.903e-05 time: 0.3516 last_time: 0.4474 data_time: 0.0568 last_data_time: 0.2423 lr: 0.01 max_mem: 5718M [03/23 03:33:49] d2.utils.events INFO: eta: 7:28:01 iter: 4259 total_loss: 0.05782 loss_cls: 0.01748 loss_box_reg: 0.03521 loss_rpn_cls: 0.005692 loss_rpn_loc: 0.002045 loss_D_img_s: 4.917e-05 time: 0.3516 last_time: 0.3846 data_time: 0.0350 last_data_time: 0.1143 lr: 0.01 max_mem: 5718M [03/23 03:33:57] d2.utils.events INFO: eta: 7:27:49 iter: 4279 total_loss: 0.05332 loss_cls: 0.01068 loss_box_reg: 0.03432 loss_rpn_cls: 0.004045 loss_rpn_loc: 0.001766 loss_D_img_s: 4.952e-05 time: 0.3516 last_time: 0.3314 data_time: 0.0175 last_data_time: 0.0051 lr: 0.01 max_mem: 5718M [03/23 03:34:04] d2.utils.events INFO: eta: 7:28:21 iter: 4299 total_loss: 0.05811 loss_cls: 0.01516 loss_box_reg: 0.03718 loss_rpn_cls: 0.005155 loss_rpn_loc: 0.001964 loss_D_img_s: 4.754e-05 time: 0.3517 last_time: 0.3279 data_time: 0.0280 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:34:11] d2.utils.events INFO: eta: 7:28:02 iter: 4319 total_loss: 0.05597 loss_cls: 0.01228 loss_box_reg: 0.03464 loss_rpn_cls: 0.003834 loss_rpn_loc: 0.002067 loss_D_img_s: 4.796e-05 time: 0.3516 last_time: 0.3400 data_time: 0.0219 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:34:18] d2.utils.events INFO: eta: 7:27:55 iter: 4339 total_loss: 0.06218 loss_cls: 0.01474 loss_box_reg: 0.03777 loss_rpn_cls: 0.005656 loss_rpn_loc: 0.002314 loss_D_img_s: 4.643e-05 time: 0.3517 last_time: 0.3211 data_time: 0.0157 last_data_time: 0.0112 lr: 0.01 max_mem: 5718M [03/23 03:34:25] d2.utils.events INFO: eta: 7:27:37 iter: 4359 total_loss: 0.06076 loss_cls: 0.01584 loss_box_reg: 0.0356 loss_rpn_cls: 0.004818 loss_rpn_loc: 0.002097 loss_D_img_s: 4.629e-05 time: 0.3516 last_time: 0.3287 data_time: 0.0271 last_data_time: 0.0055 lr: 0.01 max_mem: 5718M [03/23 03:34:32] d2.utils.events INFO: eta: 7:27:14 iter: 4379 total_loss: 0.05883 loss_cls: 0.01405 loss_box_reg: 0.03868 loss_rpn_cls: 0.004454 loss_rpn_loc: 0.001696 loss_D_img_s: 4.552e-05 time: 0.3516 last_time: 0.3880 data_time: 0.0435 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 03:34:39] d2.utils.events INFO: eta: 7:26:59 iter: 4399 total_loss: 0.04843 loss_cls: 0.01216 loss_box_reg: 0.02981 loss_rpn_cls: 0.003597 loss_rpn_loc: 0.00173 loss_D_img_s: 4.415e-05 time: 0.3516 last_time: 0.3294 data_time: 0.0184 last_data_time: 0.0142 lr: 0.01 max_mem: 5718M [03/23 03:34:46] d2.utils.events INFO: eta: 7:26:45 iter: 4419 total_loss: 0.04709 loss_cls: 0.01074 loss_box_reg: 0.02986 loss_rpn_cls: 0.005844 loss_rpn_loc: 0.001962 loss_D_img_s: 4.526e-05 time: 0.3517 last_time: 0.4407 data_time: 0.0140 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 03:34:53] d2.utils.events INFO: eta: 7:25:44 iter: 4439 total_loss: 0.05809 loss_cls: 0.01262 loss_box_reg: 0.03263 loss_rpn_cls: 0.004101 loss_rpn_loc: 0.002028 loss_D_img_s: 4.249e-05 time: 0.3517 last_time: 0.3483 data_time: 0.0212 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 03:35:00] d2.utils.events INFO: eta: 7:26:31 iter: 4459 total_loss: 0.0607 loss_cls: 0.01346 loss_box_reg: 0.04083 loss_rpn_cls: 0.005466 loss_rpn_loc: 0.002291 loss_D_img_s: 4.126e-05 time: 0.3516 last_time: 0.3227 data_time: 0.0099 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 03:35:07] d2.utils.events INFO: eta: 7:26:24 iter: 4479 total_loss: 0.05084 loss_cls: 0.01269 loss_box_reg: 0.0348 loss_rpn_cls: 0.005678 loss_rpn_loc: 0.002064 loss_D_img_s: 4.113e-05 time: 0.3516 last_time: 0.3527 data_time: 0.0215 last_data_time: 0.0246 lr: 0.01 max_mem: 5718M [03/23 03:35:14] d2.utils.events INFO: eta: 7:26:52 iter: 4499 total_loss: 0.05116 loss_cls: 0.01304 loss_box_reg: 0.02902 loss_rpn_cls: 0.004565 loss_rpn_loc: 0.002845 loss_D_img_s: 3.999e-05 time: 0.3517 last_time: 0.3797 data_time: 0.0293 last_data_time: 0.0139 lr: 0.01 max_mem: 5718M [03/23 03:35:21] d2.utils.events INFO: eta: 7:26:44 iter: 4519 total_loss: 0.04943 loss_cls: 0.0117 loss_box_reg: 0.0343 loss_rpn_cls: 0.004451 loss_rpn_loc: 0.002137 loss_D_img_s: 4.056e-05 time: 0.3517 last_time: 0.3830 data_time: 0.0259 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:35:28] d2.utils.events INFO: eta: 7:26:44 iter: 4539 total_loss: 0.05178 loss_cls: 0.01072 loss_box_reg: 0.03398 loss_rpn_cls: 0.002455 loss_rpn_loc: 0.00197 loss_D_img_s: 3.822e-05 time: 0.3517 last_time: 0.3305 data_time: 0.0199 last_data_time: 0.0304 lr: 0.01 max_mem: 5718M [03/23 03:35:35] d2.utils.events INFO: eta: 7:26:34 iter: 4559 total_loss: 0.055 loss_cls: 0.01336 loss_box_reg: 0.03724 loss_rpn_cls: 0.0036 loss_rpn_loc: 0.002087 loss_D_img_s: 3.87e-05 time: 0.3516 last_time: 0.3176 data_time: 0.0167 last_data_time: 0.0243 lr: 0.01 max_mem: 5718M [03/23 03:35:42] d2.utils.events INFO: eta: 7:26:27 iter: 4579 total_loss: 0.057 loss_cls: 0.01225 loss_box_reg: 0.03233 loss_rpn_cls: 0.004837 loss_rpn_loc: 0.0018 loss_D_img_s: 3.661e-05 time: 0.3516 last_time: 0.4171 data_time: 0.0317 last_data_time: 0.2009 lr: 0.01 max_mem: 5718M [03/23 03:35:49] d2.utils.events INFO: eta: 7:26:16 iter: 4599 total_loss: 0.05783 loss_cls: 0.01441 loss_box_reg: 0.03477 loss_rpn_cls: 0.006882 loss_rpn_loc: 0.001803 loss_D_img_s: 3.765e-05 time: 0.3517 last_time: 0.3446 data_time: 0.0157 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 03:35:57] d2.utils.events INFO: eta: 7:26:09 iter: 4619 total_loss: 0.0538 loss_cls: 0.01157 loss_box_reg: 0.03655 loss_rpn_cls: 0.003069 loss_rpn_loc: 0.001597 loss_D_img_s: 3.592e-05 time: 0.3517 last_time: 0.3817 data_time: 0.0199 last_data_time: 0.0253 lr: 0.01 max_mem: 5718M [03/23 03:36:04] d2.utils.events INFO: eta: 7:26:11 iter: 4639 total_loss: 0.05827 loss_cls: 0.01212 loss_box_reg: 0.03398 loss_rpn_cls: 0.004858 loss_rpn_loc: 0.002273 loss_D_img_s: 3.577e-05 time: 0.3517 last_time: 0.3616 data_time: 0.0245 last_data_time: 0.0142 lr: 0.01 max_mem: 5718M [03/23 03:36:11] d2.utils.events INFO: eta: 7:26:29 iter: 4659 total_loss: 0.05532 loss_cls: 0.01293 loss_box_reg: 0.03589 loss_rpn_cls: 0.004528 loss_rpn_loc: 0.002076 loss_D_img_s: 3.51e-05 time: 0.3518 last_time: 0.3736 data_time: 0.0352 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:36:19] d2.utils.events INFO: eta: 7:26:37 iter: 4679 total_loss: 0.05045 loss_cls: 0.01235 loss_box_reg: 0.03229 loss_rpn_cls: 0.003107 loss_rpn_loc: 0.001817 loss_D_img_s: 3.384e-05 time: 0.3518 last_time: 0.3621 data_time: 0.0267 last_data_time: 0.0904 lr: 0.01 max_mem: 5718M [03/23 03:36:26] d2.utils.events INFO: eta: 7:26:04 iter: 4699 total_loss: 0.05898 loss_cls: 0.01195 loss_box_reg: 0.03684 loss_rpn_cls: 0.004096 loss_rpn_loc: 0.001783 loss_D_img_s: 3.548e-05 time: 0.3519 last_time: 0.3556 data_time: 0.0302 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 03:36:33] d2.utils.events INFO: eta: 7:25:50 iter: 4719 total_loss: 0.0527 loss_cls: 0.01369 loss_box_reg: 0.02936 loss_rpn_cls: 0.002906 loss_rpn_loc: 0.002119 loss_D_img_s: 3.605e-05 time: 0.3520 last_time: 0.3477 data_time: 0.0105 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 03:36:40] d2.utils.events INFO: eta: 7:25:44 iter: 4739 total_loss: 0.04977 loss_cls: 0.01168 loss_box_reg: 0.0329 loss_rpn_cls: 0.004819 loss_rpn_loc: 0.002064 loss_D_img_s: 3.517e-05 time: 0.3519 last_time: 0.3380 data_time: 0.0166 last_data_time: 0.0133 lr: 0.01 max_mem: 5718M [03/23 03:36:47] d2.utils.events INFO: eta: 7:25:19 iter: 4759 total_loss: 0.04613 loss_cls: 0.009751 loss_box_reg: 0.03065 loss_rpn_cls: 0.003269 loss_rpn_loc: 0.001436 loss_D_img_s: 3.359e-05 time: 0.3519 last_time: 0.3318 data_time: 0.0287 last_data_time: 0.0056 lr: 0.01 max_mem: 5718M [03/23 03:36:54] d2.utils.events INFO: eta: 7:24:17 iter: 4779 total_loss: 0.05894 loss_cls: 0.01106 loss_box_reg: 0.04058 loss_rpn_cls: 0.004072 loss_rpn_loc: 0.002256 loss_D_img_s: 3.203e-05 time: 0.3519 last_time: 0.3289 data_time: 0.0155 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 03:37:01] d2.utils.events INFO: eta: 7:24:10 iter: 4799 total_loss: 0.04818 loss_cls: 0.01235 loss_box_reg: 0.03274 loss_rpn_cls: 0.003996 loss_rpn_loc: 0.001938 loss_D_img_s: 3.1e-05 time: 0.3519 last_time: 0.3984 data_time: 0.0337 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:37:08] d2.utils.events INFO: eta: 7:23:48 iter: 4819 total_loss: 0.0531 loss_cls: 0.01353 loss_box_reg: 0.03397 loss_rpn_cls: 0.00494 loss_rpn_loc: 0.001578 loss_D_img_s: 3.137e-05 time: 0.3519 last_time: 0.3447 data_time: 0.0176 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 03:37:15] d2.utils.events INFO: eta: 7:23:15 iter: 4839 total_loss: 0.05069 loss_cls: 0.01422 loss_box_reg: 0.02984 loss_rpn_cls: 0.004628 loss_rpn_loc: 0.00198 loss_D_img_s: 3.039e-05 time: 0.3519 last_time: 0.4401 data_time: 0.0237 last_data_time: 0.2056 lr: 0.01 max_mem: 5718M [03/23 03:37:22] d2.utils.events INFO: eta: 7:22:35 iter: 4859 total_loss: 0.05843 loss_cls: 0.01432 loss_box_reg: 0.04159 loss_rpn_cls: 0.003662 loss_rpn_loc: 0.002101 loss_D_img_s: 3.017e-05 time: 0.3519 last_time: 0.3508 data_time: 0.0145 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:37:30] d2.utils.events INFO: eta: 7:22:41 iter: 4879 total_loss: 0.04951 loss_cls: 0.01186 loss_box_reg: 0.0301 loss_rpn_cls: 0.003981 loss_rpn_loc: 0.001612 loss_D_img_s: 3.11e-05 time: 0.3520 last_time: 0.3234 data_time: 0.0118 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 03:37:37] d2.utils.events INFO: eta: 7:22:18 iter: 4899 total_loss: 0.05606 loss_cls: 0.01269 loss_box_reg: 0.03174 loss_rpn_cls: 0.005102 loss_rpn_loc: 0.002174 loss_D_img_s: 3.169e-05 time: 0.3520 last_time: 0.3399 data_time: 0.0171 last_data_time: 0.0386 lr: 0.01 max_mem: 5718M [03/23 03:37:44] d2.utils.events INFO: eta: 7:21:51 iter: 4919 total_loss: 0.04893 loss_cls: 0.01112 loss_box_reg: 0.03043 loss_rpn_cls: 0.004733 loss_rpn_loc: 0.001893 loss_D_img_s: 3.041e-05 time: 0.3520 last_time: 0.4125 data_time: 0.0303 last_data_time: 0.0135 lr: 0.01 max_mem: 5718M [03/23 03:37:51] d2.utils.events INFO: eta: 7:21:42 iter: 4939 total_loss: 0.053 loss_cls: 0.01145 loss_box_reg: 0.03563 loss_rpn_cls: 0.004101 loss_rpn_loc: 0.002191 loss_D_img_s: 3.042e-05 time: 0.3520 last_time: 0.3638 data_time: 0.0133 last_data_time: 0.0136 lr: 0.01 max_mem: 5718M [03/23 03:37:58] d2.utils.events INFO: eta: 7:21:24 iter: 4959 total_loss: 0.04648 loss_cls: 0.01027 loss_box_reg: 0.02883 loss_rpn_cls: 0.00341 loss_rpn_loc: 0.001794 loss_D_img_s: 2.984e-05 time: 0.3520 last_time: 0.3707 data_time: 0.0345 last_data_time: 0.0052 lr: 0.01 max_mem: 5718M [03/23 03:38:05] d2.utils.events INFO: eta: 7:21:09 iter: 4979 total_loss: 0.05287 loss_cls: 0.01405 loss_box_reg: 0.03411 loss_rpn_cls: 0.004656 loss_rpn_loc: 0.001901 loss_D_img_s: 2.808e-05 time: 0.3520 last_time: 0.3482 data_time: 0.0422 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:38:12] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0004999.pth [03/23 03:38:13] d2.data.common INFO: Serializing the dataset using: [03/23 03:38:13] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:38:13] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:38:13] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:38:13] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:38:15] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0171 s/iter. Inference: 0.0528 s/iter. Eval: 0.0002 s/iter. Total: 0.0701 s/iter. ETA=0:00:27 [03/23 03:38:20] d2.evaluation.evaluator INFO: Inference done 74/410. Dataloading: 0.0191 s/iter. Inference: 0.0598 s/iter. Eval: 0.0003 s/iter. Total: 0.0793 s/iter. ETA=0:00:26 [03/23 03:38:25] d2.evaluation.evaluator INFO: Inference done 135/410. Dataloading: 0.0186 s/iter. Inference: 0.0616 s/iter. Eval: 0.0003 s/iter. Total: 0.0806 s/iter. ETA=0:00:22 [03/23 03:38:30] d2.evaluation.evaluator INFO: Inference done 201/410. Dataloading: 0.0180 s/iter. Inference: 0.0607 s/iter. Eval: 0.0003 s/iter. Total: 0.0790 s/iter. ETA=0:00:16 [03/23 03:38:35] d2.evaluation.evaluator INFO: Inference done 261/410. Dataloading: 0.0187 s/iter. Inference: 0.0611 s/iter. Eval: 0.0003 s/iter. Total: 0.0801 s/iter. ETA=0:00:11 [03/23 03:38:40] d2.evaluation.evaluator INFO: Inference done 327/410. Dataloading: 0.0185 s/iter. Inference: 0.0606 s/iter. Eval: 0.0002 s/iter. Total: 0.0794 s/iter. ETA=0:00:06 [03/23 03:38:45] d2.evaluation.evaluator INFO: Inference done 390/410. Dataloading: 0.0188 s/iter. Inference: 0.0604 s/iter. Eval: 0.0003 s/iter. Total: 0.0795 s/iter. ETA=0:00:01 [03/23 03:38:46] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.970697 (0.078940 s / iter per device, on 1 devices) [03/23 03:38:46] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:24 (0.060047 s / iter per device, on 1 devices) [03/23 03:38:46] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:38:46] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:38:46] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:38:46] d2.evaluation.testing INFO: copypaste: 0.1995,0.7351,0.0048 [03/23 03:38:46] d2.data.common INFO: Serializing the dataset using: [03/23 03:38:46] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:38:46] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:38:46] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:38:46] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:38:50] d2.evaluation.evaluator INFO: Inference done 33/410. Dataloading: 0.0403 s/iter. Inference: 0.0543 s/iter. Eval: 0.0003 s/iter. Total: 0.0949 s/iter. ETA=0:00:35 [03/23 03:38:55] d2.evaluation.evaluator INFO: Inference done 100/410. Dataloading: 0.0258 s/iter. Inference: 0.0553 s/iter. Eval: 0.0003 s/iter. Total: 0.0814 s/iter. ETA=0:00:25 [03/23 03:39:00] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0221 s/iter. Inference: 0.0570 s/iter. Eval: 0.0003 s/iter. Total: 0.0794 s/iter. ETA=0:00:19 [03/23 03:39:05] d2.evaluation.evaluator INFO: Inference done 229/410. Dataloading: 0.0220 s/iter. Inference: 0.0571 s/iter. Eval: 0.0003 s/iter. Total: 0.0794 s/iter. ETA=0:00:14 [03/23 03:39:10] d2.evaluation.evaluator INFO: Inference done 288/410. Dataloading: 0.0226 s/iter. Inference: 0.0577 s/iter. Eval: 0.0003 s/iter. Total: 0.0806 s/iter. ETA=0:00:09 [03/23 03:39:15] d2.evaluation.evaluator INFO: Inference done 348/410. Dataloading: 0.0224 s/iter. Inference: 0.0586 s/iter. Eval: 0.0003 s/iter. Total: 0.0813 s/iter. ETA=0:00:05 [03/23 03:39:19] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.292614 (0.079735 s / iter per device, on 1 devices) [03/23 03:39:19] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058327 s / iter per device, on 1 devices) [03/23 03:39:20] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:39:20] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:39:20] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:39:20] d2.evaluation.testing INFO: copypaste: 2.5508,11.0239,0.7470 [03/23 03:39:20] d2.utils.events INFO: eta: 7:20:38 iter: 4999 total_loss: 0.05113 loss_cls: 0.01452 loss_box_reg: 0.03032 loss_rpn_cls: 0.004411 loss_rpn_loc: 0.002505 loss_D_img_s: 2.91e-05 time: 0.3520 last_time: 0.3165 data_time: 0.0380 last_data_time: 0.0296 lr: 0.01 max_mem: 5718M [03/23 03:39:27] d2.utils.events INFO: eta: 7:20:15 iter: 5019 total_loss: 0.05105 loss_cls: 0.01191 loss_box_reg: 0.0314 loss_rpn_cls: 0.003519 loss_rpn_loc: 0.001997 loss_D_img_s: 2.809e-05 time: 0.3519 last_time: 0.3920 data_time: 0.0119 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 03:39:34] d2.utils.events INFO: eta: 7:20:17 iter: 5039 total_loss: 0.04963 loss_cls: 0.0103 loss_box_reg: 0.03205 loss_rpn_cls: 0.00359 loss_rpn_loc: 0.001987 loss_D_img_s: 2.791e-05 time: 0.3519 last_time: 0.3408 data_time: 0.0292 last_data_time: 0.0272 lr: 0.01 max_mem: 5718M [03/23 03:39:41] d2.utils.events INFO: eta: 7:20:10 iter: 5059 total_loss: 0.04922 loss_cls: 0.01102 loss_box_reg: 0.03413 loss_rpn_cls: 0.003419 loss_rpn_loc: 0.002265 loss_D_img_s: 2.699e-05 time: 0.3520 last_time: 0.3404 data_time: 0.0388 last_data_time: 0.0135 lr: 0.01 max_mem: 5718M [03/23 03:39:48] d2.utils.events INFO: eta: 7:19:40 iter: 5079 total_loss: 0.03989 loss_cls: 0.009922 loss_box_reg: 0.02444 loss_rpn_cls: 0.003061 loss_rpn_loc: 0.001493 loss_D_img_s: 2.915e-05 time: 0.3519 last_time: 0.3783 data_time: 0.0237 last_data_time: 0.0415 lr: 0.01 max_mem: 5718M [03/23 03:39:55] d2.utils.events INFO: eta: 7:19:53 iter: 5099 total_loss: 0.05617 loss_cls: 0.0122 loss_box_reg: 0.03452 loss_rpn_cls: 0.004419 loss_rpn_loc: 0.001575 loss_D_img_s: 2.862e-05 time: 0.3520 last_time: 0.3782 data_time: 0.0256 last_data_time: 0.1921 lr: 0.01 max_mem: 5718M [03/23 03:40:03] d2.utils.events INFO: eta: 7:19:34 iter: 5119 total_loss: 0.03939 loss_cls: 0.01026 loss_box_reg: 0.02597 loss_rpn_cls: 0.003297 loss_rpn_loc: 0.001677 loss_D_img_s: 2.659e-05 time: 0.3520 last_time: 0.3118 data_time: 0.0274 last_data_time: 0.0143 lr: 0.01 max_mem: 5718M [03/23 03:40:10] d2.utils.events INFO: eta: 7:19:33 iter: 5139 total_loss: 0.03893 loss_cls: 0.009661 loss_box_reg: 0.02473 loss_rpn_cls: 0.00387 loss_rpn_loc: 0.001366 loss_D_img_s: 2.627e-05 time: 0.3521 last_time: 0.3835 data_time: 0.0675 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:40:17] d2.utils.events INFO: eta: 7:19:20 iter: 5159 total_loss: 0.04371 loss_cls: 0.009484 loss_box_reg: 0.02975 loss_rpn_cls: 0.003166 loss_rpn_loc: 0.002077 loss_D_img_s: 2.525e-05 time: 0.3521 last_time: 0.3220 data_time: 0.0136 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:40:24] d2.utils.events INFO: eta: 7:19:27 iter: 5179 total_loss: 0.05676 loss_cls: 0.01505 loss_box_reg: 0.03539 loss_rpn_cls: 0.003675 loss_rpn_loc: 0.002166 loss_D_img_s: 2.497e-05 time: 0.3521 last_time: 0.3581 data_time: 0.0215 last_data_time: 0.1781 lr: 0.01 max_mem: 5718M [03/23 03:40:31] d2.utils.events INFO: eta: 7:18:47 iter: 5199 total_loss: 0.04226 loss_cls: 0.009074 loss_box_reg: 0.02794 loss_rpn_cls: 0.004789 loss_rpn_loc: 0.002014 loss_D_img_s: 2.727e-05 time: 0.3521 last_time: 0.3165 data_time: 0.0313 last_data_time: 0.0188 lr: 0.01 max_mem: 5718M [03/23 03:40:38] d2.utils.events INFO: eta: 7:17:52 iter: 5219 total_loss: 0.05786 loss_cls: 0.01262 loss_box_reg: 0.03653 loss_rpn_cls: 0.003776 loss_rpn_loc: 0.001865 loss_D_img_s: 2.523e-05 time: 0.3521 last_time: 0.3343 data_time: 0.0160 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 03:40:45] d2.utils.events INFO: eta: 7:17:43 iter: 5239 total_loss: 0.05341 loss_cls: 0.01085 loss_box_reg: 0.03371 loss_rpn_cls: 0.004113 loss_rpn_loc: 0.00185 loss_D_img_s: 2.463e-05 time: 0.3521 last_time: 0.3441 data_time: 0.0276 last_data_time: 0.0328 lr: 0.01 max_mem: 5718M [03/23 03:40:52] d2.utils.events INFO: eta: 7:17:42 iter: 5259 total_loss: 0.05351 loss_cls: 0.0127 loss_box_reg: 0.03579 loss_rpn_cls: 0.003826 loss_rpn_loc: 0.001733 loss_D_img_s: 2.333e-05 time: 0.3521 last_time: 0.3317 data_time: 0.0147 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 03:40:59] d2.utils.events INFO: eta: 7:17:40 iter: 5279 total_loss: 0.06232 loss_cls: 0.01423 loss_box_reg: 0.04012 loss_rpn_cls: 0.005569 loss_rpn_loc: 0.002356 loss_D_img_s: 2.446e-05 time: 0.3521 last_time: 0.3549 data_time: 0.0178 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 03:41:06] d2.utils.events INFO: eta: 7:17:08 iter: 5299 total_loss: 0.04488 loss_cls: 0.009809 loss_box_reg: 0.03163 loss_rpn_cls: 0.002645 loss_rpn_loc: 0.001788 loss_D_img_s: 2.515e-05 time: 0.3521 last_time: 0.3490 data_time: 0.0233 last_data_time: 0.0522 lr: 0.01 max_mem: 5718M [03/23 03:41:13] d2.utils.events INFO: eta: 7:17:17 iter: 5319 total_loss: 0.05211 loss_cls: 0.01131 loss_box_reg: 0.02978 loss_rpn_cls: 0.004685 loss_rpn_loc: 0.00213 loss_D_img_s: 2.352e-05 time: 0.3521 last_time: 0.3222 data_time: 0.0193 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 03:41:21] d2.utils.events INFO: eta: 7:17:13 iter: 5339 total_loss: 0.04487 loss_cls: 0.00943 loss_box_reg: 0.02857 loss_rpn_cls: 0.002856 loss_rpn_loc: 0.001895 loss_D_img_s: 2.375e-05 time: 0.3521 last_time: 0.3223 data_time: 0.0217 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 03:41:28] d2.utils.events INFO: eta: 7:17:57 iter: 5359 total_loss: 0.06128 loss_cls: 0.01456 loss_box_reg: 0.03769 loss_rpn_cls: 0.0053 loss_rpn_loc: 0.002066 loss_D_img_s: 2.307e-05 time: 0.3522 last_time: 0.3644 data_time: 0.0126 last_data_time: 0.0103 lr: 0.01 max_mem: 5718M [03/23 03:41:35] d2.utils.events INFO: eta: 7:18:06 iter: 5379 total_loss: 0.05274 loss_cls: 0.01256 loss_box_reg: 0.03342 loss_rpn_cls: 0.0052 loss_rpn_loc: 0.002021 loss_D_img_s: 2.426e-05 time: 0.3522 last_time: 0.3882 data_time: 0.0134 last_data_time: 0.0237 lr: 0.01 max_mem: 5718M [03/23 03:41:42] d2.utils.events INFO: eta: 7:17:59 iter: 5399 total_loss: 0.05148 loss_cls: 0.01236 loss_box_reg: 0.03208 loss_rpn_cls: 0.004319 loss_rpn_loc: 0.001754 loss_D_img_s: 2.317e-05 time: 0.3522 last_time: 0.3877 data_time: 0.0172 last_data_time: 0.0372 lr: 0.01 max_mem: 5718M [03/23 03:41:49] d2.utils.events INFO: eta: 7:17:21 iter: 5419 total_loss: 0.05013 loss_cls: 0.01117 loss_box_reg: 0.03446 loss_rpn_cls: 0.003271 loss_rpn_loc: 0.001503 loss_D_img_s: 2.274e-05 time: 0.3522 last_time: 0.4104 data_time: 0.0234 last_data_time: 0.0058 lr: 0.01 max_mem: 5718M [03/23 03:41:56] d2.utils.events INFO: eta: 7:17:22 iter: 5439 total_loss: 0.04503 loss_cls: 0.01054 loss_box_reg: 0.02833 loss_rpn_cls: 0.002531 loss_rpn_loc: 0.001841 loss_D_img_s: 2.265e-05 time: 0.3522 last_time: 0.3450 data_time: 0.0173 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 03:42:04] d2.utils.events INFO: eta: 7:17:01 iter: 5459 total_loss: 0.0492 loss_cls: 0.01081 loss_box_reg: 0.03205 loss_rpn_cls: 0.002882 loss_rpn_loc: 0.001778 loss_D_img_s: 2.292e-05 time: 0.3522 last_time: 0.3445 data_time: 0.0203 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 03:42:11] d2.utils.events INFO: eta: 7:17:01 iter: 5479 total_loss: 0.04766 loss_cls: 0.01012 loss_box_reg: 0.02951 loss_rpn_cls: 0.004041 loss_rpn_loc: 0.002156 loss_D_img_s: 2.175e-05 time: 0.3523 last_time: 0.3214 data_time: 0.0252 last_data_time: 0.0480 lr: 0.01 max_mem: 5718M [03/23 03:42:18] d2.utils.events INFO: eta: 7:16:37 iter: 5499 total_loss: 0.04836 loss_cls: 0.01372 loss_box_reg: 0.02908 loss_rpn_cls: 0.003551 loss_rpn_loc: 0.001758 loss_D_img_s: 2.195e-05 time: 0.3523 last_time: 0.3608 data_time: 0.0555 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 03:42:25] d2.utils.events INFO: eta: 7:16:30 iter: 5519 total_loss: 0.04123 loss_cls: 0.008805 loss_box_reg: 0.02782 loss_rpn_cls: 0.002481 loss_rpn_loc: 0.001397 loss_D_img_s: 2.216e-05 time: 0.3523 last_time: 0.3598 data_time: 0.0169 last_data_time: 0.0234 lr: 0.01 max_mem: 5718M [03/23 03:42:32] d2.utils.events INFO: eta: 7:16:54 iter: 5539 total_loss: 0.05532 loss_cls: 0.0137 loss_box_reg: 0.03125 loss_rpn_cls: 0.004371 loss_rpn_loc: 0.002051 loss_D_img_s: 2.171e-05 time: 0.3524 last_time: 0.3782 data_time: 0.0334 last_data_time: 0.0113 lr: 0.01 max_mem: 5718M [03/23 03:42:40] d2.utils.events INFO: eta: 7:17:34 iter: 5559 total_loss: 0.054 loss_cls: 0.01363 loss_box_reg: 0.03323 loss_rpn_cls: 0.004496 loss_rpn_loc: 0.001947 loss_D_img_s: 2.232e-05 time: 0.3524 last_time: 0.3246 data_time: 0.0234 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 03:42:47] d2.utils.events INFO: eta: 7:17:38 iter: 5579 total_loss: 0.04607 loss_cls: 0.01075 loss_box_reg: 0.02643 loss_rpn_cls: 0.004851 loss_rpn_loc: 0.002152 loss_D_img_s: 2.153e-05 time: 0.3524 last_time: 0.3866 data_time: 0.0169 last_data_time: 0.0189 lr: 0.01 max_mem: 5718M [03/23 03:42:54] d2.utils.events INFO: eta: 7:17:31 iter: 5599 total_loss: 0.04569 loss_cls: 0.007969 loss_box_reg: 0.02776 loss_rpn_cls: 0.003188 loss_rpn_loc: 0.001737 loss_D_img_s: 2.106e-05 time: 0.3524 last_time: 0.3430 data_time: 0.0162 last_data_time: 0.0195 lr: 0.01 max_mem: 5718M [03/23 03:43:01] d2.utils.events INFO: eta: 7:17:19 iter: 5619 total_loss: 0.04672 loss_cls: 0.01182 loss_box_reg: 0.03359 loss_rpn_cls: 0.003522 loss_rpn_loc: 0.001712 loss_D_img_s: 2.253e-05 time: 0.3524 last_time: 0.3439 data_time: 0.0199 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 03:43:08] d2.utils.events INFO: eta: 7:17:02 iter: 5639 total_loss: 0.0431 loss_cls: 0.009696 loss_box_reg: 0.03048 loss_rpn_cls: 0.003251 loss_rpn_loc: 0.001647 loss_D_img_s: 2.103e-05 time: 0.3524 last_time: 0.3867 data_time: 0.0225 last_data_time: 0.0203 lr: 0.01 max_mem: 5718M [03/23 03:43:15] d2.utils.events INFO: eta: 7:15:57 iter: 5659 total_loss: 0.05133 loss_cls: 0.01243 loss_box_reg: 0.03438 loss_rpn_cls: 0.00307 loss_rpn_loc: 0.002035 loss_D_img_s: 2.013e-05 time: 0.3524 last_time: 0.3636 data_time: 0.0200 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 03:43:22] d2.utils.events INFO: eta: 7:15:43 iter: 5679 total_loss: 0.04874 loss_cls: 0.0101 loss_box_reg: 0.03081 loss_rpn_cls: 0.002691 loss_rpn_loc: 0.001674 loss_D_img_s: 1.996e-05 time: 0.3524 last_time: 0.3458 data_time: 0.0245 last_data_time: 0.0474 lr: 0.01 max_mem: 5718M [03/23 03:43:29] d2.utils.events INFO: eta: 7:15:59 iter: 5699 total_loss: 0.04891 loss_cls: 0.01016 loss_box_reg: 0.03208 loss_rpn_cls: 0.00294 loss_rpn_loc: 0.002222 loss_D_img_s: 1.986e-05 time: 0.3524 last_time: 0.3569 data_time: 0.0221 last_data_time: 0.0113 lr: 0.01 max_mem: 5718M [03/23 03:43:37] d2.utils.events INFO: eta: 7:15:46 iter: 5719 total_loss: 0.04286 loss_cls: 0.01024 loss_box_reg: 0.02807 loss_rpn_cls: 0.002447 loss_rpn_loc: 0.002089 loss_D_img_s: 2.109e-05 time: 0.3525 last_time: 0.3129 data_time: 0.0207 last_data_time: 0.0265 lr: 0.01 max_mem: 5718M [03/23 03:43:44] d2.utils.events INFO: eta: 7:15:43 iter: 5739 total_loss: 0.04814 loss_cls: 0.009217 loss_box_reg: 0.03075 loss_rpn_cls: 0.0041 loss_rpn_loc: 0.00159 loss_D_img_s: 2.117e-05 time: 0.3525 last_time: 0.3805 data_time: 0.0161 last_data_time: 0.0066 lr: 0.01 max_mem: 5718M [03/23 03:43:51] d2.utils.events INFO: eta: 7:15:43 iter: 5759 total_loss: 0.04746 loss_cls: 0.01348 loss_box_reg: 0.03225 loss_rpn_cls: 0.003417 loss_rpn_loc: 0.001575 loss_D_img_s: 2.016e-05 time: 0.3525 last_time: 0.3335 data_time: 0.0208 last_data_time: 0.0225 lr: 0.01 max_mem: 5718M [03/23 03:43:58] d2.utils.events INFO: eta: 7:15:36 iter: 5779 total_loss: 0.04552 loss_cls: 0.007979 loss_box_reg: 0.0347 loss_rpn_cls: 0.002802 loss_rpn_loc: 0.001539 loss_D_img_s: 1.952e-05 time: 0.3525 last_time: 0.3741 data_time: 0.0284 last_data_time: 0.0585 lr: 0.01 max_mem: 5718M [03/23 03:44:05] d2.utils.events INFO: eta: 7:15:14 iter: 5799 total_loss: 0.04802 loss_cls: 0.01207 loss_box_reg: 0.03108 loss_rpn_cls: 0.003042 loss_rpn_loc: 0.002008 loss_D_img_s: 2.02e-05 time: 0.3525 last_time: 0.3138 data_time: 0.0325 last_data_time: 0.0105 lr: 0.01 max_mem: 5718M [03/23 03:44:12] d2.utils.events INFO: eta: 7:15:15 iter: 5819 total_loss: 0.03887 loss_cls: 0.008023 loss_box_reg: 0.02452 loss_rpn_cls: 0.002567 loss_rpn_loc: 0.001458 loss_D_img_s: 1.895e-05 time: 0.3526 last_time: 0.3483 data_time: 0.0262 last_data_time: 0.0042 lr: 0.01 max_mem: 5718M [03/23 03:44:20] d2.utils.events INFO: eta: 7:15:14 iter: 5839 total_loss: 0.05016 loss_cls: 0.01225 loss_box_reg: 0.02896 loss_rpn_cls: 0.005083 loss_rpn_loc: 0.002168 loss_D_img_s: 1.927e-05 time: 0.3526 last_time: 0.3648 data_time: 0.0172 last_data_time: 0.0126 lr: 0.01 max_mem: 5718M [03/23 03:44:27] d2.utils.events INFO: eta: 7:15:07 iter: 5859 total_loss: 0.0463 loss_cls: 0.0129 loss_box_reg: 0.02368 loss_rpn_cls: 0.00425 loss_rpn_loc: 0.001642 loss_D_img_s: 1.8e-05 time: 0.3526 last_time: 0.3452 data_time: 0.0195 last_data_time: 0.0057 lr: 0.01 max_mem: 5718M [03/23 03:44:34] d2.utils.events INFO: eta: 7:15:22 iter: 5879 total_loss: 0.04667 loss_cls: 0.01033 loss_box_reg: 0.03388 loss_rpn_cls: 0.002576 loss_rpn_loc: 0.0022 loss_D_img_s: 1.903e-05 time: 0.3526 last_time: 0.3199 data_time: 0.0093 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:44:41] d2.utils.events INFO: eta: 7:15:39 iter: 5899 total_loss: 0.04862 loss_cls: 0.01143 loss_box_reg: 0.02905 loss_rpn_cls: 0.004155 loss_rpn_loc: 0.002114 loss_D_img_s: 1.838e-05 time: 0.3526 last_time: 0.3701 data_time: 0.0325 last_data_time: 0.0142 lr: 0.01 max_mem: 5718M [03/23 03:44:48] d2.utils.events INFO: eta: 7:16:05 iter: 5919 total_loss: 0.05239 loss_cls: 0.01345 loss_box_reg: 0.03452 loss_rpn_cls: 0.004056 loss_rpn_loc: 0.001834 loss_D_img_s: 1.86e-05 time: 0.3526 last_time: 0.3348 data_time: 0.0112 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:44:55] d2.utils.events INFO: eta: 7:16:39 iter: 5939 total_loss: 0.04684 loss_cls: 0.01055 loss_box_reg: 0.03242 loss_rpn_cls: 0.003454 loss_rpn_loc: 0.00178 loss_D_img_s: 1.725e-05 time: 0.3526 last_time: 0.3600 data_time: 0.0151 last_data_time: 0.0045 lr: 0.01 max_mem: 5718M [03/23 03:45:02] d2.utils.events INFO: eta: 7:16:49 iter: 5959 total_loss: 0.04761 loss_cls: 0.01077 loss_box_reg: 0.02938 loss_rpn_cls: 0.00359 loss_rpn_loc: 0.002116 loss_D_img_s: 1.804e-05 time: 0.3527 last_time: 0.3675 data_time: 0.0270 last_data_time: 0.0199 lr: 0.01 max_mem: 5718M [03/23 03:45:09] d2.utils.events INFO: eta: 7:15:56 iter: 5979 total_loss: 0.03564 loss_cls: 0.008822 loss_box_reg: 0.02409 loss_rpn_cls: 0.002637 loss_rpn_loc: 0.002038 loss_D_img_s: 1.726e-05 time: 0.3526 last_time: 0.3238 data_time: 0.0166 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 03:45:17] d2.data.common INFO: Serializing the dataset using: [03/23 03:45:17] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:45:17] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:45:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:45:17] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:45:18] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0104 s/iter. Inference: 0.0666 s/iter. Eval: 0.0002 s/iter. Total: 0.0772 s/iter. ETA=0:00:30 [03/23 03:45:23] d2.evaluation.evaluator INFO: Inference done 72/410. Dataloading: 0.0207 s/iter. Inference: 0.0619 s/iter. Eval: 0.0002 s/iter. Total: 0.0829 s/iter. ETA=0:00:28 [03/23 03:45:28] d2.evaluation.evaluator INFO: Inference done 132/410. Dataloading: 0.0214 s/iter. Inference: 0.0616 s/iter. Eval: 0.0004 s/iter. Total: 0.0835 s/iter. ETA=0:00:23 [03/23 03:45:33] d2.evaluation.evaluator INFO: Inference done 198/410. Dataloading: 0.0195 s/iter. Inference: 0.0612 s/iter. Eval: 0.0004 s/iter. Total: 0.0811 s/iter. ETA=0:00:17 [03/23 03:45:38] d2.evaluation.evaluator INFO: Inference done 261/410. Dataloading: 0.0197 s/iter. Inference: 0.0607 s/iter. Eval: 0.0004 s/iter. Total: 0.0808 s/iter. ETA=0:00:12 [03/23 03:45:43] d2.evaluation.evaluator INFO: Inference done 321/410. Dataloading: 0.0207 s/iter. Inference: 0.0604 s/iter. Eval: 0.0003 s/iter. Total: 0.0814 s/iter. ETA=0:00:07 [03/23 03:45:48] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0205 s/iter. Inference: 0.0600 s/iter. Eval: 0.0003 s/iter. Total: 0.0809 s/iter. ETA=0:00:02 [03/23 03:45:50] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.632031 (0.080573 s / iter per device, on 1 devices) [03/23 03:45:50] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:24 (0.059858 s / iter per device, on 1 devices) [03/23 03:45:50] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:45:50] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:45:50] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:45:50] d2.evaluation.testing INFO: copypaste: 0.7676,4.5602,0.0000 [03/23 03:45:50] d2.data.common INFO: Serializing the dataset using: [03/23 03:45:50] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:45:50] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:45:50] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:45:50] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:45:53] d2.evaluation.evaluator INFO: Inference done 30/410. Dataloading: 0.0206 s/iter. Inference: 0.0593 s/iter. Eval: 0.0003 s/iter. Total: 0.0803 s/iter. ETA=0:00:30 [03/23 03:45:58] d2.evaluation.evaluator INFO: Inference done 96/410. Dataloading: 0.0177 s/iter. Inference: 0.0589 s/iter. Eval: 0.0004 s/iter. Total: 0.0771 s/iter. ETA=0:00:24 [03/23 03:46:03] d2.evaluation.evaluator INFO: Inference done 164/410. Dataloading: 0.0158 s/iter. Inference: 0.0594 s/iter. Eval: 0.0004 s/iter. Total: 0.0757 s/iter. ETA=0:00:18 [03/23 03:46:08] d2.evaluation.evaluator INFO: Inference done 231/410. Dataloading: 0.0164 s/iter. Inference: 0.0587 s/iter. Eval: 0.0004 s/iter. Total: 0.0756 s/iter. ETA=0:00:13 [03/23 03:46:13] d2.evaluation.evaluator INFO: Inference done 298/410. Dataloading: 0.0164 s/iter. Inference: 0.0585 s/iter. Eval: 0.0003 s/iter. Total: 0.0754 s/iter. ETA=0:00:08 [03/23 03:46:18] d2.evaluation.evaluator INFO: Inference done 363/410. Dataloading: 0.0172 s/iter. Inference: 0.0583 s/iter. Eval: 0.0003 s/iter. Total: 0.0759 s/iter. ETA=0:00:03 [03/23 03:46:22] d2.evaluation.evaluator INFO: Total inference time: 0:00:30.937127 (0.076388 s / iter per device, on 1 devices) [03/23 03:46:22] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058133 s / iter per device, on 1 devices) [03/23 03:46:23] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:46:23] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:46:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:46:23] d2.evaluation.testing INFO: copypaste: 1.9717,11.6701,0.2034 [03/23 03:46:23] d2.utils.events INFO: eta: 7:15:48 iter: 5999 total_loss: 0.06202 loss_cls: 0.01484 loss_box_reg: 0.03545 loss_rpn_cls: 0.004255 loss_rpn_loc: 0.002576 loss_D_img_s: 1.772e-05 time: 0.3526 last_time: 0.3764 data_time: 0.0156 last_data_time: 0.0171 lr: 0.01 max_mem: 5718M [03/23 03:46:29] d2.utils.events INFO: eta: 7:15:35 iter: 6019 total_loss: 0.04923 loss_cls: 0.01097 loss_box_reg: 0.03078 loss_rpn_cls: 0.00366 loss_rpn_loc: 0.001901 loss_D_img_s: 1.763e-05 time: 0.3526 last_time: 0.3291 data_time: 0.0406 last_data_time: 0.0020 lr: 0.01 max_mem: 5718M [03/23 03:46:36] d2.utils.events INFO: eta: 7:15:05 iter: 6039 total_loss: 0.04309 loss_cls: 0.01041 loss_box_reg: 0.02724 loss_rpn_cls: 0.002288 loss_rpn_loc: 0.001602 loss_D_img_s: 1.757e-05 time: 0.3526 last_time: 0.3842 data_time: 0.0304 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 03:46:43] d2.utils.events INFO: eta: 7:13:34 iter: 6059 total_loss: 0.04909 loss_cls: 0.0108 loss_box_reg: 0.03075 loss_rpn_cls: 0.003522 loss_rpn_loc: 0.001565 loss_D_img_s: 1.782e-05 time: 0.3525 last_time: 0.4038 data_time: 0.0195 last_data_time: 0.1855 lr: 0.01 max_mem: 5718M [03/23 03:46:50] d2.utils.events INFO: eta: 7:13:43 iter: 6079 total_loss: 0.04658 loss_cls: 0.01093 loss_box_reg: 0.02671 loss_rpn_cls: 0.003624 loss_rpn_loc: 0.0019 loss_D_img_s: 1.735e-05 time: 0.3525 last_time: 0.3917 data_time: 0.0112 last_data_time: 0.0227 lr: 0.01 max_mem: 5718M [03/23 03:46:57] d2.utils.events INFO: eta: 7:13:55 iter: 6099 total_loss: 0.05197 loss_cls: 0.01084 loss_box_reg: 0.0314 loss_rpn_cls: 0.003874 loss_rpn_loc: 0.001833 loss_D_img_s: 1.682e-05 time: 0.3525 last_time: 0.3955 data_time: 0.0134 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 03:47:04] d2.utils.events INFO: eta: 7:13:26 iter: 6119 total_loss: 0.04803 loss_cls: 0.01157 loss_box_reg: 0.03148 loss_rpn_cls: 0.003813 loss_rpn_loc: 0.002149 loss_D_img_s: 1.755e-05 time: 0.3525 last_time: 0.3590 data_time: 0.0215 last_data_time: 0.0562 lr: 0.01 max_mem: 5718M [03/23 03:47:11] d2.utils.events INFO: eta: 7:13:19 iter: 6139 total_loss: 0.03998 loss_cls: 0.009633 loss_box_reg: 0.02649 loss_rpn_cls: 0.001736 loss_rpn_loc: 0.00146 loss_D_img_s: 1.677e-05 time: 0.3525 last_time: 0.3631 data_time: 0.0262 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 03:47:18] d2.utils.events INFO: eta: 7:13:22 iter: 6159 total_loss: 0.05438 loss_cls: 0.01349 loss_box_reg: 0.03591 loss_rpn_cls: 0.004028 loss_rpn_loc: 0.001838 loss_D_img_s: 1.624e-05 time: 0.3525 last_time: 0.3804 data_time: 0.0217 last_data_time: 0.0113 lr: 0.01 max_mem: 5718M [03/23 03:47:25] d2.utils.events INFO: eta: 7:13:07 iter: 6179 total_loss: 0.04313 loss_cls: 0.01086 loss_box_reg: 0.02723 loss_rpn_cls: 0.003006 loss_rpn_loc: 0.001534 loss_D_img_s: 1.675e-05 time: 0.3525 last_time: 0.3833 data_time: 0.0220 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:47:32] d2.utils.events INFO: eta: 7:12:58 iter: 6199 total_loss: 0.04288 loss_cls: 0.008987 loss_box_reg: 0.03097 loss_rpn_cls: 0.002713 loss_rpn_loc: 0.001876 loss_D_img_s: 1.577e-05 time: 0.3525 last_time: 0.3328 data_time: 0.0197 last_data_time: 0.0040 lr: 0.01 max_mem: 5718M [03/23 03:47:40] d2.utils.events INFO: eta: 7:14:02 iter: 6219 total_loss: 0.05161 loss_cls: 0.01022 loss_box_reg: 0.03031 loss_rpn_cls: 0.003349 loss_rpn_loc: 0.002644 loss_D_img_s: 1.593e-05 time: 0.3526 last_time: 0.3429 data_time: 0.0183 last_data_time: 0.0059 lr: 0.01 max_mem: 5718M [03/23 03:47:47] d2.utils.events INFO: eta: 7:14:17 iter: 6239 total_loss: 0.04657 loss_cls: 0.01251 loss_box_reg: 0.02553 loss_rpn_cls: 0.005084 loss_rpn_loc: 0.00176 loss_D_img_s: 1.57e-05 time: 0.3526 last_time: 0.3441 data_time: 0.0128 last_data_time: 0.0146 lr: 0.01 max_mem: 5718M [03/23 03:47:54] d2.utils.events INFO: eta: 7:13:48 iter: 6259 total_loss: 0.04761 loss_cls: 0.01024 loss_box_reg: 0.0308 loss_rpn_cls: 0.004042 loss_rpn_loc: 0.001867 loss_D_img_s: 1.572e-05 time: 0.3526 last_time: 0.3701 data_time: 0.0228 last_data_time: 0.0184 lr: 0.01 max_mem: 5718M [03/23 03:48:01] d2.utils.events INFO: eta: 7:13:41 iter: 6279 total_loss: 0.04616 loss_cls: 0.01149 loss_box_reg: 0.03079 loss_rpn_cls: 0.002226 loss_rpn_loc: 0.001647 loss_D_img_s: 1.586e-05 time: 0.3526 last_time: 0.3784 data_time: 0.0426 last_data_time: 0.0118 lr: 0.01 max_mem: 5718M [03/23 03:48:09] d2.utils.events INFO: eta: 7:13:56 iter: 6299 total_loss: 0.04007 loss_cls: 0.01068 loss_box_reg: 0.02717 loss_rpn_cls: 0.002185 loss_rpn_loc: 0.001434 loss_D_img_s: 1.546e-05 time: 0.3527 last_time: 0.3509 data_time: 0.0171 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:48:16] d2.utils.events INFO: eta: 7:14:11 iter: 6319 total_loss: 0.04898 loss_cls: 0.0121 loss_box_reg: 0.03334 loss_rpn_cls: 0.004508 loss_rpn_loc: 0.001814 loss_D_img_s: 1.545e-05 time: 0.3527 last_time: 0.3591 data_time: 0.0230 last_data_time: 0.0241 lr: 0.01 max_mem: 5718M [03/23 03:48:23] d2.utils.events INFO: eta: 7:13:54 iter: 6339 total_loss: 0.04547 loss_cls: 0.01068 loss_box_reg: 0.03087 loss_rpn_cls: 0.002887 loss_rpn_loc: 0.001618 loss_D_img_s: 1.488e-05 time: 0.3527 last_time: 0.3394 data_time: 0.0102 last_data_time: 0.0113 lr: 0.01 max_mem: 5718M [03/23 03:48:30] d2.utils.events INFO: eta: 7:13:05 iter: 6359 total_loss: 0.04801 loss_cls: 0.01173 loss_box_reg: 0.0304 loss_rpn_cls: 0.002056 loss_rpn_loc: 0.001952 loss_D_img_s: 1.503e-05 time: 0.3527 last_time: 0.3642 data_time: 0.0109 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 03:48:37] d2.utils.events INFO: eta: 7:12:49 iter: 6379 total_loss: 0.04904 loss_cls: 0.01098 loss_box_reg: 0.02957 loss_rpn_cls: 0.003642 loss_rpn_loc: 0.001929 loss_D_img_s: 1.574e-05 time: 0.3527 last_time: 0.3911 data_time: 0.0218 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:48:44] d2.utils.events INFO: eta: 7:11:57 iter: 6399 total_loss: 0.04889 loss_cls: 0.01027 loss_box_reg: 0.03153 loss_rpn_cls: 0.002647 loss_rpn_loc: 0.002059 loss_D_img_s: 1.482e-05 time: 0.3527 last_time: 0.3364 data_time: 0.0214 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 03:48:51] d2.utils.events INFO: eta: 7:12:12 iter: 6419 total_loss: 0.05249 loss_cls: 0.01423 loss_box_reg: 0.03284 loss_rpn_cls: 0.003594 loss_rpn_loc: 0.001286 loss_D_img_s: 1.51e-05 time: 0.3527 last_time: 0.3244 data_time: 0.0197 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:48:59] d2.utils.events INFO: eta: 7:12:37 iter: 6439 total_loss: 0.05058 loss_cls: 0.01152 loss_box_reg: 0.03117 loss_rpn_cls: 0.003477 loss_rpn_loc: 0.001985 loss_D_img_s: 1.483e-05 time: 0.3528 last_time: 0.3152 data_time: 0.0211 last_data_time: 0.0065 lr: 0.01 max_mem: 5718M [03/23 03:49:06] d2.utils.events INFO: eta: 7:12:56 iter: 6459 total_loss: 0.05079 loss_cls: 0.0108 loss_box_reg: 0.0321 loss_rpn_cls: 0.002842 loss_rpn_loc: 0.001961 loss_D_img_s: 1.482e-05 time: 0.3528 last_time: 0.3680 data_time: 0.0194 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:49:13] d2.utils.events INFO: eta: 7:12:58 iter: 6479 total_loss: 0.04384 loss_cls: 0.009616 loss_box_reg: 0.02758 loss_rpn_cls: 0.00344 loss_rpn_loc: 0.001604 loss_D_img_s: 1.443e-05 time: 0.3528 last_time: 0.3360 data_time: 0.0304 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 03:49:20] d2.utils.events INFO: eta: 7:13:28 iter: 6499 total_loss: 0.04787 loss_cls: 0.0118 loss_box_reg: 0.02941 loss_rpn_cls: 0.003953 loss_rpn_loc: 0.001761 loss_D_img_s: 1.441e-05 time: 0.3528 last_time: 0.3559 data_time: 0.0308 last_data_time: 0.0236 lr: 0.01 max_mem: 5718M [03/23 03:49:27] d2.utils.events INFO: eta: 7:13:18 iter: 6519 total_loss: 0.04335 loss_cls: 0.009306 loss_box_reg: 0.02683 loss_rpn_cls: 0.002198 loss_rpn_loc: 0.002085 loss_D_img_s: 1.493e-05 time: 0.3528 last_time: 0.3209 data_time: 0.0379 last_data_time: 0.0184 lr: 0.01 max_mem: 5718M [03/23 03:49:34] d2.utils.events INFO: eta: 7:12:20 iter: 6539 total_loss: 0.04189 loss_cls: 0.01111 loss_box_reg: 0.02744 loss_rpn_cls: 0.002684 loss_rpn_loc: 0.001812 loss_D_img_s: 1.5e-05 time: 0.3528 last_time: 0.3421 data_time: 0.0194 last_data_time: 0.0065 lr: 0.01 max_mem: 5718M [03/23 03:49:41] d2.utils.events INFO: eta: 7:11:22 iter: 6559 total_loss: 0.05002 loss_cls: 0.01287 loss_box_reg: 0.02846 loss_rpn_cls: 0.003064 loss_rpn_loc: 0.001664 loss_D_img_s: 1.488e-05 time: 0.3528 last_time: 0.3147 data_time: 0.0226 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 03:49:48] d2.utils.events INFO: eta: 7:10:54 iter: 6579 total_loss: 0.04987 loss_cls: 0.01237 loss_box_reg: 0.03013 loss_rpn_cls: 0.004914 loss_rpn_loc: 0.001571 loss_D_img_s: 1.41e-05 time: 0.3528 last_time: 0.3261 data_time: 0.0204 last_data_time: 0.0513 lr: 0.01 max_mem: 5718M [03/23 03:49:56] d2.utils.events INFO: eta: 7:11:08 iter: 6599 total_loss: 0.04324 loss_cls: 0.009941 loss_box_reg: 0.02597 loss_rpn_cls: 0.001895 loss_rpn_loc: 0.001917 loss_D_img_s: 1.379e-05 time: 0.3528 last_time: 0.3804 data_time: 0.0246 last_data_time: 0.0312 lr: 0.01 max_mem: 5718M [03/23 03:50:02] d2.utils.events INFO: eta: 7:10:33 iter: 6619 total_loss: 0.03606 loss_cls: 0.007675 loss_box_reg: 0.02482 loss_rpn_cls: 0.002722 loss_rpn_loc: 0.001817 loss_D_img_s: 1.352e-05 time: 0.3528 last_time: 0.3336 data_time: 0.0131 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 03:50:10] d2.utils.events INFO: eta: 7:10:33 iter: 6639 total_loss: 0.05129 loss_cls: 0.01182 loss_box_reg: 0.03422 loss_rpn_cls: 0.003728 loss_rpn_loc: 0.002074 loss_D_img_s: 1.399e-05 time: 0.3528 last_time: 0.3766 data_time: 0.0176 last_data_time: 0.0109 lr: 0.01 max_mem: 5718M [03/23 03:50:16] d2.utils.events INFO: eta: 7:10:46 iter: 6659 total_loss: 0.04255 loss_cls: 0.01109 loss_box_reg: 0.02791 loss_rpn_cls: 0.001899 loss_rpn_loc: 0.001938 loss_D_img_s: 1.399e-05 time: 0.3528 last_time: 0.3139 data_time: 0.0200 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 03:50:24] d2.utils.events INFO: eta: 7:10:14 iter: 6679 total_loss: 0.04161 loss_cls: 0.008229 loss_box_reg: 0.02645 loss_rpn_cls: 0.002802 loss_rpn_loc: 0.002108 loss_D_img_s: 1.463e-05 time: 0.3528 last_time: 0.3433 data_time: 0.0269 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 03:50:31] d2.utils.events INFO: eta: 7:09:49 iter: 6699 total_loss: 0.04587 loss_cls: 0.008541 loss_box_reg: 0.02784 loss_rpn_cls: 0.004147 loss_rpn_loc: 0.001552 loss_D_img_s: 1.412e-05 time: 0.3528 last_time: 0.3210 data_time: 0.0353 last_data_time: 0.0215 lr: 0.01 max_mem: 5718M [03/23 03:50:37] d2.utils.events INFO: eta: 7:09:20 iter: 6719 total_loss: 0.04881 loss_cls: 0.01123 loss_box_reg: 0.03092 loss_rpn_cls: 0.004339 loss_rpn_loc: 0.001765 loss_D_img_s: 1.408e-05 time: 0.3527 last_time: 0.3187 data_time: 0.0181 last_data_time: 0.0126 lr: 0.01 max_mem: 5718M [03/23 03:50:44] d2.utils.events INFO: eta: 7:08:19 iter: 6739 total_loss: 0.0512 loss_cls: 0.0101 loss_box_reg: 0.03365 loss_rpn_cls: 0.002609 loss_rpn_loc: 0.001797 loss_D_img_s: 1.369e-05 time: 0.3526 last_time: 0.3180 data_time: 0.0254 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 03:50:50] d2.utils.events INFO: eta: 7:06:51 iter: 6759 total_loss: 0.04707 loss_cls: 0.01133 loss_box_reg: 0.0281 loss_rpn_cls: 0.002895 loss_rpn_loc: 0.002007 loss_D_img_s: 1.361e-05 time: 0.3526 last_time: 0.3283 data_time: 0.0085 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 03:50:57] d2.utils.events INFO: eta: 7:06:20 iter: 6779 total_loss: 0.03614 loss_cls: 0.008709 loss_box_reg: 0.0252 loss_rpn_cls: 0.003352 loss_rpn_loc: 0.002214 loss_D_img_s: 1.371e-05 time: 0.3525 last_time: 0.3384 data_time: 0.0193 last_data_time: 0.0113 lr: 0.01 max_mem: 5718M [03/23 03:51:04] d2.utils.events INFO: eta: 7:06:09 iter: 6799 total_loss: 0.04215 loss_cls: 0.009674 loss_box_reg: 0.02605 loss_rpn_cls: 0.002159 loss_rpn_loc: 0.001507 loss_D_img_s: 1.367e-05 time: 0.3525 last_time: 0.3240 data_time: 0.0091 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 03:51:11] d2.utils.events INFO: eta: 7:05:13 iter: 6819 total_loss: 0.05541 loss_cls: 0.01254 loss_box_reg: 0.02972 loss_rpn_cls: 0.005142 loss_rpn_loc: 0.002117 loss_D_img_s: 1.363e-05 time: 0.3525 last_time: 0.3290 data_time: 0.0209 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 03:51:18] d2.utils.events INFO: eta: 7:04:58 iter: 6839 total_loss: 0.05157 loss_cls: 0.01161 loss_box_reg: 0.03434 loss_rpn_cls: 0.003131 loss_rpn_loc: 0.002453 loss_D_img_s: 1.38e-05 time: 0.3525 last_time: 0.3473 data_time: 0.0187 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:51:25] d2.utils.events INFO: eta: 7:04:30 iter: 6859 total_loss: 0.0512 loss_cls: 0.01151 loss_box_reg: 0.03142 loss_rpn_cls: 0.004594 loss_rpn_loc: 0.00183 loss_D_img_s: 1.378e-05 time: 0.3524 last_time: 0.3016 data_time: 0.0144 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 03:51:32] d2.utils.events INFO: eta: 7:04:10 iter: 6879 total_loss: 0.04577 loss_cls: 0.01176 loss_box_reg: 0.02977 loss_rpn_cls: 0.003293 loss_rpn_loc: 0.001648 loss_D_img_s: 1.336e-05 time: 0.3524 last_time: 0.3410 data_time: 0.0181 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:51:38] d2.utils.events INFO: eta: 7:03:58 iter: 6899 total_loss: 0.04101 loss_cls: 0.009785 loss_box_reg: 0.02661 loss_rpn_cls: 0.003646 loss_rpn_loc: 0.001965 loss_D_img_s: 1.42e-05 time: 0.3524 last_time: 0.3401 data_time: 0.0113 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 03:51:45] d2.utils.events INFO: eta: 7:02:59 iter: 6919 total_loss: 0.03624 loss_cls: 0.009467 loss_box_reg: 0.0246 loss_rpn_cls: 0.002236 loss_rpn_loc: 0.001174 loss_D_img_s: 1.305e-05 time: 0.3523 last_time: 0.3308 data_time: 0.0195 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 03:51:52] d2.utils.events INFO: eta: 7:01:06 iter: 6939 total_loss: 0.04826 loss_cls: 0.01032 loss_box_reg: 0.03123 loss_rpn_cls: 0.002556 loss_rpn_loc: 0.001708 loss_D_img_s: 1.328e-05 time: 0.3523 last_time: 0.3612 data_time: 0.0176 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 03:51:59] d2.utils.events INFO: eta: 7:00:34 iter: 6959 total_loss: 0.0356 loss_cls: 0.007483 loss_box_reg: 0.02517 loss_rpn_cls: 0.001696 loss_rpn_loc: 0.001619 loss_D_img_s: 1.309e-05 time: 0.3522 last_time: 0.3796 data_time: 0.0129 last_data_time: 0.0153 lr: 0.01 max_mem: 5718M [03/23 03:52:05] d2.utils.events INFO: eta: 7:00:48 iter: 6979 total_loss: 0.04762 loss_cls: 0.01048 loss_box_reg: 0.03207 loss_rpn_cls: 0.003324 loss_rpn_loc: 0.002302 loss_D_img_s: 1.376e-05 time: 0.3522 last_time: 0.4073 data_time: 0.0208 last_data_time: 0.2018 lr: 0.01 max_mem: 5718M [03/23 03:52:12] d2.data.common INFO: Serializing the dataset using: [03/23 03:52:12] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:52:12] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:52:12] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:52:12] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:52:13] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0073 s/iter. Inference: 0.0570 s/iter. Eval: 0.0002 s/iter. Total: 0.0644 s/iter. ETA=0:00:25 [03/23 03:52:18] d2.evaluation.evaluator INFO: Inference done 82/410. Dataloading: 0.0156 s/iter. Inference: 0.0545 s/iter. Eval: 0.0002 s/iter. Total: 0.0703 s/iter. ETA=0:00:23 [03/23 03:52:23] d2.evaluation.evaluator INFO: Inference done 157/410. Dataloading: 0.0144 s/iter. Inference: 0.0541 s/iter. Eval: 0.0002 s/iter. Total: 0.0688 s/iter. ETA=0:00:17 [03/23 03:52:28] d2.evaluation.evaluator INFO: Inference done 237/410. Dataloading: 0.0134 s/iter. Inference: 0.0530 s/iter. Eval: 0.0002 s/iter. Total: 0.0667 s/iter. ETA=0:00:11 [03/23 03:52:33] d2.evaluation.evaluator INFO: Inference done 310/410. Dataloading: 0.0138 s/iter. Inference: 0.0532 s/iter. Eval: 0.0002 s/iter. Total: 0.0673 s/iter. ETA=0:00:06 [03/23 03:52:38] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0130 s/iter. Inference: 0.0528 s/iter. Eval: 0.0002 s/iter. Total: 0.0660 s/iter. ETA=0:00:01 [03/23 03:52:40] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.862794 (0.066328 s / iter per device, on 1 devices) [03/23 03:52:40] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052762 s / iter per device, on 1 devices) [03/23 03:52:40] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:52:40] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:52:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:52:40] d2.evaluation.testing INFO: copypaste: 0.8175,5.3817,0.0000 [03/23 03:52:40] d2.data.common INFO: Serializing the dataset using: [03/23 03:52:40] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:52:40] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:52:40] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:52:40] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:52:43] d2.evaluation.evaluator INFO: Inference done 40/410. Dataloading: 0.0199 s/iter. Inference: 0.0500 s/iter. Eval: 0.0002 s/iter. Total: 0.0701 s/iter. ETA=0:00:25 [03/23 03:52:48] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0145 s/iter. Inference: 0.0517 s/iter. Eval: 0.0002 s/iter. Total: 0.0666 s/iter. ETA=0:00:19 [03/23 03:52:53] d2.evaluation.evaluator INFO: Inference done 197/410. Dataloading: 0.0124 s/iter. Inference: 0.0521 s/iter. Eval: 0.0002 s/iter. Total: 0.0649 s/iter. ETA=0:00:13 [03/23 03:52:59] d2.evaluation.evaluator INFO: Inference done 281/410. Dataloading: 0.0116 s/iter. Inference: 0.0515 s/iter. Eval: 0.0002 s/iter. Total: 0.0634 s/iter. ETA=0:00:08 [03/23 03:53:04] d2.evaluation.evaluator INFO: Inference done 362/410. Dataloading: 0.0111 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0631 s/iter. ETA=0:00:03 [03/23 03:53:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.415847 (0.062755 s / iter per device, on 1 devices) [03/23 03:53:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051431 s / iter per device, on 1 devices) [03/23 03:53:07] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:53:07] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:53:07] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:53:07] d2.evaluation.testing INFO: copypaste: 1.6303,9.4509,0.0318 [03/23 03:53:07] d2.utils.events INFO: eta: 6:59:56 iter: 6999 total_loss: 0.03858 loss_cls: 0.008509 loss_box_reg: 0.02702 loss_rpn_cls: 0.002162 loss_rpn_loc: 0.001267 loss_D_img_s: 1.314e-05 time: 0.3521 last_time: 0.3098 data_time: 0.0223 last_data_time: 0.0295 lr: 0.01 max_mem: 5718M [03/23 03:53:13] d2.utils.events INFO: eta: 6:59:36 iter: 7019 total_loss: 0.05021 loss_cls: 0.01178 loss_box_reg: 0.0308 loss_rpn_cls: 0.003824 loss_rpn_loc: 0.00153 loss_D_img_s: 1.267e-05 time: 0.3521 last_time: 0.3323 data_time: 0.0262 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 03:53:20] d2.utils.events INFO: eta: 6:59:04 iter: 7039 total_loss: 0.04696 loss_cls: 0.01138 loss_box_reg: 0.02833 loss_rpn_cls: 0.00231 loss_rpn_loc: 0.001262 loss_D_img_s: 1.284e-05 time: 0.3520 last_time: 0.3548 data_time: 0.0184 last_data_time: 0.0313 lr: 0.01 max_mem: 5718M [03/23 03:53:27] d2.utils.events INFO: eta: 6:59:12 iter: 7059 total_loss: 0.04632 loss_cls: 0.01124 loss_box_reg: 0.02967 loss_rpn_cls: 0.00425 loss_rpn_loc: 0.00165 loss_D_img_s: 1.254e-05 time: 0.3520 last_time: 0.3461 data_time: 0.0122 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:53:34] d2.utils.events INFO: eta: 6:58:26 iter: 7079 total_loss: 0.03997 loss_cls: 0.009036 loss_box_reg: 0.02523 loss_rpn_cls: 0.002461 loss_rpn_loc: 0.001564 loss_D_img_s: 1.246e-05 time: 0.3519 last_time: 0.3492 data_time: 0.0167 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 03:53:40] d2.utils.events INFO: eta: 6:57:50 iter: 7099 total_loss: 0.04941 loss_cls: 0.0108 loss_box_reg: 0.03167 loss_rpn_cls: 0.004625 loss_rpn_loc: 0.001993 loss_D_img_s: 1.228e-05 time: 0.3519 last_time: 0.3647 data_time: 0.0098 last_data_time: 0.0099 lr: 0.01 max_mem: 5718M [03/23 03:53:47] d2.utils.events INFO: eta: 6:57:29 iter: 7119 total_loss: 0.04211 loss_cls: 0.01163 loss_box_reg: 0.02624 loss_rpn_cls: 0.002724 loss_rpn_loc: 0.001351 loss_D_img_s: 1.301e-05 time: 0.3518 last_time: 0.3622 data_time: 0.0184 last_data_time: 0.0196 lr: 0.01 max_mem: 5718M [03/23 03:53:54] d2.utils.events INFO: eta: 6:56:34 iter: 7139 total_loss: 0.044 loss_cls: 0.01012 loss_box_reg: 0.02564 loss_rpn_cls: 0.002143 loss_rpn_loc: 0.001478 loss_D_img_s: 1.244e-05 time: 0.3518 last_time: 0.3210 data_time: 0.0198 last_data_time: 0.0046 lr: 0.01 max_mem: 5718M [03/23 03:54:01] d2.utils.events INFO: eta: 6:56:02 iter: 7159 total_loss: 0.04885 loss_cls: 0.009251 loss_box_reg: 0.03195 loss_rpn_cls: 0.002989 loss_rpn_loc: 0.001447 loss_D_img_s: 1.289e-05 time: 0.3518 last_time: 0.3315 data_time: 0.0109 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 03:54:07] d2.utils.events INFO: eta: 6:55:37 iter: 7179 total_loss: 0.03974 loss_cls: 0.01081 loss_box_reg: 0.02217 loss_rpn_cls: 0.00365 loss_rpn_loc: 0.001769 loss_D_img_s: 1.256e-05 time: 0.3517 last_time: 0.3202 data_time: 0.0128 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 03:54:14] d2.utils.events INFO: eta: 6:55:12 iter: 7199 total_loss: 0.04202 loss_cls: 0.01109 loss_box_reg: 0.02692 loss_rpn_cls: 0.003473 loss_rpn_loc: 0.002038 loss_D_img_s: 1.311e-05 time: 0.3517 last_time: 0.3032 data_time: 0.0128 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:54:21] d2.utils.events INFO: eta: 6:54:11 iter: 7219 total_loss: 0.03541 loss_cls: 0.008544 loss_box_reg: 0.02532 loss_rpn_cls: 0.001829 loss_rpn_loc: 0.001485 loss_D_img_s: 1.235e-05 time: 0.3517 last_time: 0.3647 data_time: 0.0185 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:54:28] d2.utils.events INFO: eta: 6:53:33 iter: 7239 total_loss: 0.04938 loss_cls: 0.009105 loss_box_reg: 0.03256 loss_rpn_cls: 0.004093 loss_rpn_loc: 0.001801 loss_D_img_s: 1.135e-05 time: 0.3516 last_time: 0.3436 data_time: 0.0106 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 03:54:34] d2.utils.events INFO: eta: 6:52:31 iter: 7259 total_loss: 0.039 loss_cls: 0.00875 loss_box_reg: 0.02729 loss_rpn_cls: 0.003326 loss_rpn_loc: 0.00162 loss_D_img_s: 1.279e-05 time: 0.3516 last_time: 0.3243 data_time: 0.0188 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 03:54:41] d2.utils.events INFO: eta: 6:51:23 iter: 7279 total_loss: 0.04605 loss_cls: 0.01008 loss_box_reg: 0.02824 loss_rpn_cls: 0.00258 loss_rpn_loc: 0.001734 loss_D_img_s: 1.261e-05 time: 0.3515 last_time: 0.3432 data_time: 0.0109 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:54:48] d2.utils.events INFO: eta: 6:50:22 iter: 7299 total_loss: 0.04475 loss_cls: 0.00916 loss_box_reg: 0.03028 loss_rpn_cls: 0.002643 loss_rpn_loc: 0.001645 loss_D_img_s: 1.237e-05 time: 0.3515 last_time: 0.3393 data_time: 0.0115 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 03:54:54] d2.utils.events INFO: eta: 6:49:28 iter: 7319 total_loss: 0.0602 loss_cls: 0.0133 loss_box_reg: 0.03518 loss_rpn_cls: 0.003635 loss_rpn_loc: 0.002016 loss_D_img_s: 1.23e-05 time: 0.3514 last_time: 0.3392 data_time: 0.0096 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 03:55:01] d2.utils.events INFO: eta: 6:48:58 iter: 7339 total_loss: 0.05022 loss_cls: 0.01236 loss_box_reg: 0.03605 loss_rpn_cls: 0.002557 loss_rpn_loc: 0.001188 loss_D_img_s: 1.225e-05 time: 0.3513 last_time: 0.3402 data_time: 0.0263 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 03:55:08] d2.utils.events INFO: eta: 6:48:34 iter: 7359 total_loss: 0.04964 loss_cls: 0.01114 loss_box_reg: 0.03011 loss_rpn_cls: 0.003924 loss_rpn_loc: 0.001567 loss_D_img_s: 1.237e-05 time: 0.3513 last_time: 0.3325 data_time: 0.0228 last_data_time: 0.0381 lr: 0.01 max_mem: 5718M [03/23 03:55:14] d2.utils.events INFO: eta: 6:47:47 iter: 7379 total_loss: 0.05651 loss_cls: 0.01573 loss_box_reg: 0.03177 loss_rpn_cls: 0.005126 loss_rpn_loc: 0.001475 loss_D_img_s: 1.244e-05 time: 0.3512 last_time: 0.3341 data_time: 0.0180 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 03:55:21] d2.utils.events INFO: eta: 6:47:24 iter: 7399 total_loss: 0.05868 loss_cls: 0.01541 loss_box_reg: 0.03334 loss_rpn_cls: 0.004937 loss_rpn_loc: 0.001718 loss_D_img_s: 1.21e-05 time: 0.3512 last_time: 0.3300 data_time: 0.0183 last_data_time: 0.0128 lr: 0.01 max_mem: 5718M [03/23 03:55:28] d2.utils.events INFO: eta: 6:46:59 iter: 7419 total_loss: 0.04863 loss_cls: 0.01082 loss_box_reg: 0.03288 loss_rpn_cls: 0.003413 loss_rpn_loc: 0.001572 loss_D_img_s: 1.185e-05 time: 0.3512 last_time: 0.3187 data_time: 0.0089 last_data_time: 0.0060 lr: 0.01 max_mem: 5718M [03/23 03:55:35] d2.utils.events INFO: eta: 6:46:39 iter: 7439 total_loss: 0.03783 loss_cls: 0.008483 loss_box_reg: 0.0232 loss_rpn_cls: 0.002222 loss_rpn_loc: 0.001514 loss_D_img_s: 1.208e-05 time: 0.3512 last_time: 0.3237 data_time: 0.0163 last_data_time: 0.0061 lr: 0.01 max_mem: 5718M [03/23 03:55:42] d2.utils.events INFO: eta: 6:46:05 iter: 7459 total_loss: 0.0556 loss_cls: 0.01151 loss_box_reg: 0.03432 loss_rpn_cls: 0.003807 loss_rpn_loc: 0.001567 loss_D_img_s: 1.2e-05 time: 0.3512 last_time: 0.3151 data_time: 0.0217 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 03:55:49] d2.utils.events INFO: eta: 6:45:51 iter: 7479 total_loss: 0.04005 loss_cls: 0.009536 loss_box_reg: 0.02713 loss_rpn_cls: 0.002162 loss_rpn_loc: 0.001445 loss_D_img_s: 1.193e-05 time: 0.3511 last_time: 0.3321 data_time: 0.0137 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 03:55:55] d2.utils.events INFO: eta: 6:44:33 iter: 7499 total_loss: 0.04473 loss_cls: 0.008976 loss_box_reg: 0.02806 loss_rpn_cls: 0.003415 loss_rpn_loc: 0.001355 loss_D_img_s: 1.2e-05 time: 0.3511 last_time: 0.3352 data_time: 0.0118 last_data_time: 0.0149 lr: 0.01 max_mem: 5718M [03/23 03:56:02] d2.utils.events INFO: eta: 6:43:52 iter: 7519 total_loss: 0.03979 loss_cls: 0.0104 loss_box_reg: 0.02439 loss_rpn_cls: 0.003019 loss_rpn_loc: 0.001826 loss_D_img_s: 1.157e-05 time: 0.3510 last_time: 0.3079 data_time: 0.0219 last_data_time: 0.0059 lr: 0.01 max_mem: 5718M [03/23 03:56:09] d2.utils.events INFO: eta: 6:43:25 iter: 7539 total_loss: 0.05007 loss_cls: 0.01114 loss_box_reg: 0.03172 loss_rpn_cls: 0.003191 loss_rpn_loc: 0.001497 loss_D_img_s: 1.166e-05 time: 0.3510 last_time: 0.3527 data_time: 0.0085 last_data_time: 0.0181 lr: 0.01 max_mem: 5718M [03/23 03:56:16] d2.utils.events INFO: eta: 6:43:10 iter: 7559 total_loss: 0.03655 loss_cls: 0.007769 loss_box_reg: 0.02317 loss_rpn_cls: 0.00223 loss_rpn_loc: 0.001675 loss_D_img_s: 1.155e-05 time: 0.3510 last_time: 0.3788 data_time: 0.0248 last_data_time: 0.0234 lr: 0.01 max_mem: 5718M [03/23 03:56:22] d2.utils.events INFO: eta: 6:42:49 iter: 7579 total_loss: 0.03537 loss_cls: 0.009142 loss_box_reg: 0.02355 loss_rpn_cls: 0.00162 loss_rpn_loc: 0.001391 loss_D_img_s: 1.099e-05 time: 0.3510 last_time: 0.3576 data_time: 0.0145 last_data_time: 0.0224 lr: 0.01 max_mem: 5718M [03/23 03:56:29] d2.utils.events INFO: eta: 6:42:16 iter: 7599 total_loss: 0.04782 loss_cls: 0.01006 loss_box_reg: 0.03235 loss_rpn_cls: 0.002812 loss_rpn_loc: 0.00143 loss_D_img_s: 1.121e-05 time: 0.3509 last_time: 0.3272 data_time: 0.0111 last_data_time: 0.0198 lr: 0.01 max_mem: 5718M [03/23 03:56:36] d2.utils.events INFO: eta: 6:42:10 iter: 7619 total_loss: 0.0577 loss_cls: 0.01323 loss_box_reg: 0.03226 loss_rpn_cls: 0.005043 loss_rpn_loc: 0.001963 loss_D_img_s: 1.112e-05 time: 0.3509 last_time: 0.3093 data_time: 0.0148 last_data_time: 0.0041 lr: 0.01 max_mem: 5718M [03/23 03:56:43] d2.utils.events INFO: eta: 6:41:41 iter: 7639 total_loss: 0.04787 loss_cls: 0.01244 loss_box_reg: 0.03052 loss_rpn_cls: 0.003247 loss_rpn_loc: 0.001675 loss_D_img_s: 1.068e-05 time: 0.3509 last_time: 0.3233 data_time: 0.0109 last_data_time: 0.0104 lr: 0.01 max_mem: 5718M [03/23 03:56:49] d2.utils.events INFO: eta: 6:41:05 iter: 7659 total_loss: 0.03895 loss_cls: 0.008517 loss_box_reg: 0.02441 loss_rpn_cls: 0.002473 loss_rpn_loc: 0.001612 loss_D_img_s: 1.051e-05 time: 0.3508 last_time: 0.3214 data_time: 0.0093 last_data_time: 0.0152 lr: 0.01 max_mem: 5718M [03/23 03:56:56] d2.utils.events INFO: eta: 6:40:50 iter: 7679 total_loss: 0.04204 loss_cls: 0.01138 loss_box_reg: 0.02574 loss_rpn_cls: 0.003581 loss_rpn_loc: 0.001421 loss_D_img_s: 1.07e-05 time: 0.3508 last_time: 0.3244 data_time: 0.0174 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 03:57:03] d2.utils.events INFO: eta: 6:40:19 iter: 7699 total_loss: 0.03237 loss_cls: 0.006503 loss_box_reg: 0.02241 loss_rpn_cls: 0.002026 loss_rpn_loc: 0.001596 loss_D_img_s: 1.113e-05 time: 0.3507 last_time: 0.3159 data_time: 0.0199 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 03:57:10] d2.utils.events INFO: eta: 6:40:31 iter: 7719 total_loss: 0.04574 loss_cls: 0.0104 loss_box_reg: 0.02973 loss_rpn_cls: 0.00291 loss_rpn_loc: 0.001838 loss_D_img_s: 1.071e-05 time: 0.3507 last_time: 0.3265 data_time: 0.0167 last_data_time: 0.0410 lr: 0.01 max_mem: 5718M [03/23 03:57:16] d2.utils.events INFO: eta: 6:40:45 iter: 7739 total_loss: 0.04106 loss_cls: 0.01064 loss_box_reg: 0.02661 loss_rpn_cls: 0.002388 loss_rpn_loc: 0.001358 loss_D_img_s: 1.064e-05 time: 0.3507 last_time: 0.3085 data_time: 0.0132 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 03:57:23] d2.utils.events INFO: eta: 6:40:52 iter: 7759 total_loss: 0.03815 loss_cls: 0.00836 loss_box_reg: 0.02647 loss_rpn_cls: 0.002107 loss_rpn_loc: 0.001497 loss_D_img_s: 1.107e-05 time: 0.3506 last_time: 0.3469 data_time: 0.0228 last_data_time: 0.0098 lr: 0.01 max_mem: 5718M [03/23 03:57:30] d2.utils.events INFO: eta: 6:40:25 iter: 7779 total_loss: 0.04347 loss_cls: 0.01165 loss_box_reg: 0.02732 loss_rpn_cls: 0.003246 loss_rpn_loc: 0.001251 loss_D_img_s: 1.103e-05 time: 0.3506 last_time: 0.3323 data_time: 0.0149 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 03:57:36] d2.utils.events INFO: eta: 6:39:56 iter: 7799 total_loss: 0.04116 loss_cls: 0.01045 loss_box_reg: 0.02388 loss_rpn_cls: 0.003877 loss_rpn_loc: 0.001277 loss_D_img_s: 1.106e-05 time: 0.3505 last_time: 0.3104 data_time: 0.0119 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 03:57:43] d2.utils.events INFO: eta: 6:39:40 iter: 7819 total_loss: 0.03667 loss_cls: 0.007693 loss_box_reg: 0.0236 loss_rpn_cls: 0.002223 loss_rpn_loc: 0.001776 loss_D_img_s: 1.056e-05 time: 0.3505 last_time: 0.3867 data_time: 0.0153 last_data_time: 0.0212 lr: 0.01 max_mem: 5718M [03/23 03:57:50] d2.utils.events INFO: eta: 6:39:15 iter: 7839 total_loss: 0.03511 loss_cls: 0.008138 loss_box_reg: 0.02329 loss_rpn_cls: 0.001929 loss_rpn_loc: 0.00132 loss_D_img_s: 1.063e-05 time: 0.3504 last_time: 0.3190 data_time: 0.0102 last_data_time: 0.0124 lr: 0.01 max_mem: 5718M [03/23 03:57:56] d2.utils.events INFO: eta: 6:39:09 iter: 7859 total_loss: 0.0397 loss_cls: 0.01101 loss_box_reg: 0.02381 loss_rpn_cls: 0.003106 loss_rpn_loc: 0.001723 loss_D_img_s: 1.041e-05 time: 0.3504 last_time: 0.3103 data_time: 0.0081 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 03:58:03] d2.utils.events INFO: eta: 6:38:41 iter: 7879 total_loss: 0.04003 loss_cls: 0.007669 loss_box_reg: 0.02838 loss_rpn_cls: 0.001543 loss_rpn_loc: 0.001164 loss_D_img_s: 1.013e-05 time: 0.3503 last_time: 0.3323 data_time: 0.0119 last_data_time: 0.0133 lr: 0.01 max_mem: 5718M [03/23 03:58:10] d2.utils.events INFO: eta: 6:38:39 iter: 7899 total_loss: 0.04525 loss_cls: 0.008259 loss_box_reg: 0.02991 loss_rpn_cls: 0.002388 loss_rpn_loc: 0.001857 loss_D_img_s: 1.072e-05 time: 0.3503 last_time: 0.3399 data_time: 0.0132 last_data_time: 0.0172 lr: 0.01 max_mem: 5718M [03/23 03:58:16] d2.utils.events INFO: eta: 6:38:49 iter: 7919 total_loss: 0.04679 loss_cls: 0.01063 loss_box_reg: 0.02745 loss_rpn_cls: 0.003548 loss_rpn_loc: 0.001657 loss_D_img_s: 9.823e-06 time: 0.3503 last_time: 0.3633 data_time: 0.0163 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 03:58:23] d2.utils.events INFO: eta: 6:38:35 iter: 7939 total_loss: 0.05821 loss_cls: 0.01456 loss_box_reg: 0.0293 loss_rpn_cls: 0.002574 loss_rpn_loc: 0.001594 loss_D_img_s: 1.034e-05 time: 0.3502 last_time: 0.3507 data_time: 0.0112 last_data_time: 0.0138 lr: 0.01 max_mem: 5718M [03/23 03:58:30] d2.utils.events INFO: eta: 6:38:39 iter: 7959 total_loss: 0.04308 loss_cls: 0.01028 loss_box_reg: 0.02816 loss_rpn_cls: 0.002901 loss_rpn_loc: 0.00165 loss_D_img_s: 1.047e-05 time: 0.3502 last_time: 0.3516 data_time: 0.0229 last_data_time: 0.0348 lr: 0.01 max_mem: 5718M [03/23 03:58:37] d2.utils.events INFO: eta: 6:38:17 iter: 7979 total_loss: 0.04714 loss_cls: 0.009471 loss_box_reg: 0.02682 loss_rpn_cls: 0.003707 loss_rpn_loc: 0.001581 loss_D_img_s: 9.339e-06 time: 0.3502 last_time: 0.3420 data_time: 0.0139 last_data_time: 0.0045 lr: 0.01 max_mem: 5718M [03/23 03:58:43] d2.data.common INFO: Serializing the dataset using: [03/23 03:58:43] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:58:43] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:58:43] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:58:43] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:58:45] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0265 s/iter. Inference: 0.0506 s/iter. Eval: 0.0002 s/iter. Total: 0.0774 s/iter. ETA=0:00:30 [03/23 03:58:50] d2.evaluation.evaluator INFO: Inference done 85/410. Dataloading: 0.0166 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0685 s/iter. ETA=0:00:22 [03/23 03:58:55] d2.evaluation.evaluator INFO: Inference done 162/410. Dataloading: 0.0143 s/iter. Inference: 0.0524 s/iter. Eval: 0.0002 s/iter. Total: 0.0669 s/iter. ETA=0:00:16 [03/23 03:59:00] d2.evaluation.evaluator INFO: Inference done 239/410. Dataloading: 0.0136 s/iter. Inference: 0.0525 s/iter. Eval: 0.0002 s/iter. Total: 0.0663 s/iter. ETA=0:00:11 [03/23 03:59:05] d2.evaluation.evaluator INFO: Inference done 320/410. Dataloading: 0.0121 s/iter. Inference: 0.0528 s/iter. Eval: 0.0002 s/iter. Total: 0.0652 s/iter. ETA=0:00:05 [03/23 03:59:10] d2.evaluation.evaluator INFO: Inference done 397/410. Dataloading: 0.0121 s/iter. Inference: 0.0529 s/iter. Eval: 0.0002 s/iter. Total: 0.0653 s/iter. ETA=0:00:00 [03/23 03:59:11] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.390295 (0.065161 s / iter per device, on 1 devices) [03/23 03:59:11] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052887 s / iter per device, on 1 devices) [03/23 03:59:11] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:59:11] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:59:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:59:11] d2.evaluation.testing INFO: copypaste: 1.0691,6.2630,0.0180 [03/23 03:59:11] d2.data.common INFO: Serializing the dataset using: [03/23 03:59:11] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 03:59:11] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 03:59:11] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 03:59:11] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 03:59:15] d2.evaluation.evaluator INFO: Inference done 47/410. Dataloading: 0.0206 s/iter. Inference: 0.0577 s/iter. Eval: 0.0003 s/iter. Total: 0.0787 s/iter. ETA=0:00:28 [03/23 03:59:20] d2.evaluation.evaluator INFO: Inference done 120/410. Dataloading: 0.0161 s/iter. Inference: 0.0557 s/iter. Eval: 0.0003 s/iter. Total: 0.0722 s/iter. ETA=0:00:20 [03/23 03:59:25] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0123 s/iter. Inference: 0.0550 s/iter. Eval: 0.0002 s/iter. Total: 0.0677 s/iter. ETA=0:00:14 [03/23 03:59:30] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0134 s/iter. Inference: 0.0542 s/iter. Eval: 0.0002 s/iter. Total: 0.0680 s/iter. ETA=0:00:09 [03/23 03:59:35] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0145 s/iter. Inference: 0.0545 s/iter. Eval: 0.0003 s/iter. Total: 0.0694 s/iter. ETA=0:00:04 [03/23 03:59:39] d2.evaluation.evaluator INFO: Total inference time: 0:00:27.766269 (0.068559 s / iter per device, on 1 devices) [03/23 03:59:39] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:22 (0.054538 s / iter per device, on 1 devices) [03/23 03:59:40] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 03:59:40] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 03:59:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 03:59:40] d2.evaluation.testing INFO: copypaste: 1.5882,9.1913,0.0250 [03/23 03:59:40] d2.utils.events INFO: eta: 6:38:33 iter: 7999 total_loss: 0.05294 loss_cls: 0.01202 loss_box_reg: 0.03087 loss_rpn_cls: 0.002215 loss_rpn_loc: 0.001577 loss_D_img_s: 9.821e-06 time: 0.3501 last_time: 0.3149 data_time: 0.0093 last_data_time: 0.0099 lr: 0.01 max_mem: 5718M [03/23 03:59:46] d2.utils.events INFO: eta: 6:38:26 iter: 8019 total_loss: 0.03827 loss_cls: 0.007707 loss_box_reg: 0.02744 loss_rpn_cls: 0.002719 loss_rpn_loc: 0.001726 loss_D_img_s: 1.033e-05 time: 0.3501 last_time: 0.3472 data_time: 0.0098 last_data_time: 0.0158 lr: 0.01 max_mem: 5718M [03/23 03:59:53] d2.utils.events INFO: eta: 6:38:20 iter: 8039 total_loss: 0.04729 loss_cls: 0.009085 loss_box_reg: 0.02971 loss_rpn_cls: 0.003432 loss_rpn_loc: 0.00197 loss_D_img_s: 1.038e-05 time: 0.3500 last_time: 0.2925 data_time: 0.0363 last_data_time: 0.0179 lr: 0.01 max_mem: 5718M [03/23 03:59:59] d2.utils.events INFO: eta: 6:37:53 iter: 8059 total_loss: 0.04085 loss_cls: 0.009485 loss_box_reg: 0.0253 loss_rpn_cls: 0.002468 loss_rpn_loc: 0.001624 loss_D_img_s: 1.044e-05 time: 0.3500 last_time: 0.3275 data_time: 0.0118 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:00:06] d2.utils.events INFO: eta: 6:37:41 iter: 8079 total_loss: 0.05516 loss_cls: 0.01275 loss_box_reg: 0.03397 loss_rpn_cls: 0.004456 loss_rpn_loc: 0.002748 loss_D_img_s: 1.038e-05 time: 0.3499 last_time: 0.3087 data_time: 0.0120 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:00:13] d2.utils.events INFO: eta: 6:37:35 iter: 8099 total_loss: 0.04499 loss_cls: 0.013 loss_box_reg: 0.02869 loss_rpn_cls: 0.003692 loss_rpn_loc: 0.001765 loss_D_img_s: 1.062e-05 time: 0.3499 last_time: 0.2964 data_time: 0.0236 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:00:20] d2.utils.events INFO: eta: 6:37:20 iter: 8119 total_loss: 0.03693 loss_cls: 0.006999 loss_box_reg: 0.02228 loss_rpn_cls: 0.002638 loss_rpn_loc: 0.001431 loss_D_img_s: 1.083e-05 time: 0.3499 last_time: 0.3201 data_time: 0.0186 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:00:26] d2.utils.events INFO: eta: 6:37:13 iter: 8139 total_loss: 0.03951 loss_cls: 0.009985 loss_box_reg: 0.02438 loss_rpn_cls: 0.002924 loss_rpn_loc: 0.001938 loss_D_img_s: 1.047e-05 time: 0.3498 last_time: 0.3729 data_time: 0.0202 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 04:00:33] d2.utils.events INFO: eta: 6:36:48 iter: 8159 total_loss: 0.04277 loss_cls: 0.01264 loss_box_reg: 0.02624 loss_rpn_cls: 0.004175 loss_rpn_loc: 0.001661 loss_D_img_s: 1.002e-05 time: 0.3498 last_time: 0.3303 data_time: 0.0222 last_data_time: 0.0265 lr: 0.01 max_mem: 5718M [03/23 04:00:39] d2.utils.events INFO: eta: 6:36:39 iter: 8179 total_loss: 0.04121 loss_cls: 0.009598 loss_box_reg: 0.02666 loss_rpn_cls: 0.003023 loss_rpn_loc: 0.001732 loss_D_img_s: 9.795e-06 time: 0.3497 last_time: 0.3196 data_time: 0.0109 last_data_time: 0.0102 lr: 0.01 max_mem: 5718M [03/23 04:00:46] d2.utils.events INFO: eta: 6:36:20 iter: 8199 total_loss: 0.04253 loss_cls: 0.01019 loss_box_reg: 0.02728 loss_rpn_cls: 0.002183 loss_rpn_loc: 0.001491 loss_D_img_s: 9.91e-06 time: 0.3497 last_time: 0.3060 data_time: 0.0178 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:00:53] d2.utils.events INFO: eta: 6:35:47 iter: 8219 total_loss: 0.03411 loss_cls: 0.008074 loss_box_reg: 0.02517 loss_rpn_cls: 0.001711 loss_rpn_loc: 0.00124 loss_D_img_s: 9.576e-06 time: 0.3496 last_time: 0.3230 data_time: 0.0179 last_data_time: 0.0110 lr: 0.01 max_mem: 5718M [03/23 04:00:59] d2.utils.events INFO: eta: 6:35:18 iter: 8239 total_loss: 0.03514 loss_cls: 0.008956 loss_box_reg: 0.02334 loss_rpn_cls: 0.002033 loss_rpn_loc: 0.001737 loss_D_img_s: 9.68e-06 time: 0.3496 last_time: 0.3303 data_time: 0.0162 last_data_time: 0.0137 lr: 0.01 max_mem: 5718M [03/23 04:01:06] d2.utils.events INFO: eta: 6:35:25 iter: 8259 total_loss: 0.03927 loss_cls: 0.009311 loss_box_reg: 0.02584 loss_rpn_cls: 0.002641 loss_rpn_loc: 0.001517 loss_D_img_s: 9.977e-06 time: 0.3496 last_time: 0.3518 data_time: 0.0270 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:01:13] d2.utils.events INFO: eta: 6:35:11 iter: 8279 total_loss: 0.03914 loss_cls: 0.01179 loss_box_reg: 0.02704 loss_rpn_cls: 0.003524 loss_rpn_loc: 0.001233 loss_D_img_s: 9.767e-06 time: 0.3495 last_time: 0.3212 data_time: 0.0151 last_data_time: 0.0458 lr: 0.01 max_mem: 5718M [03/23 04:01:19] d2.utils.events INFO: eta: 6:34:41 iter: 8299 total_loss: 0.0435 loss_cls: 0.009787 loss_box_reg: 0.02747 loss_rpn_cls: 0.00184 loss_rpn_loc: 0.002194 loss_D_img_s: 9.594e-06 time: 0.3495 last_time: 0.3695 data_time: 0.0145 last_data_time: 0.0201 lr: 0.01 max_mem: 5718M [03/23 04:01:26] d2.utils.events INFO: eta: 6:35:13 iter: 8319 total_loss: 0.03558 loss_cls: 0.007968 loss_box_reg: 0.02205 loss_rpn_cls: 0.002826 loss_rpn_loc: 0.00165 loss_D_img_s: 9.857e-06 time: 0.3495 last_time: 0.3227 data_time: 0.0111 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 04:01:33] d2.utils.events INFO: eta: 6:35:34 iter: 8339 total_loss: 0.03935 loss_cls: 0.007876 loss_box_reg: 0.02306 loss_rpn_cls: 0.001527 loss_rpn_loc: 0.001624 loss_D_img_s: 9.938e-06 time: 0.3495 last_time: 0.3288 data_time: 0.0136 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 04:01:40] d2.utils.events INFO: eta: 6:35:42 iter: 8359 total_loss: 0.04079 loss_cls: 0.008478 loss_box_reg: 0.02707 loss_rpn_cls: 0.001595 loss_rpn_loc: 0.001179 loss_D_img_s: 9.718e-06 time: 0.3494 last_time: 0.3376 data_time: 0.0136 last_data_time: 0.0218 lr: 0.01 max_mem: 5718M [03/23 04:01:47] d2.utils.events INFO: eta: 6:35:28 iter: 8379 total_loss: 0.0363 loss_cls: 0.007115 loss_box_reg: 0.02323 loss_rpn_cls: 0.001653 loss_rpn_loc: 0.001594 loss_D_img_s: 9.505e-06 time: 0.3494 last_time: 0.3180 data_time: 0.0171 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 04:01:54] d2.utils.events INFO: eta: 6:35:29 iter: 8399 total_loss: 0.03557 loss_cls: 0.008409 loss_box_reg: 0.02483 loss_rpn_cls: 0.001967 loss_rpn_loc: 0.00141 loss_D_img_s: 9.32e-06 time: 0.3494 last_time: 0.3267 data_time: 0.0180 last_data_time: 0.0138 lr: 0.01 max_mem: 5718M [03/23 04:02:00] d2.utils.events INFO: eta: 6:35:19 iter: 8419 total_loss: 0.04111 loss_cls: 0.009682 loss_box_reg: 0.02741 loss_rpn_cls: 0.001585 loss_rpn_loc: 0.001538 loss_D_img_s: 9.785e-06 time: 0.3494 last_time: 0.3853 data_time: 0.0124 last_data_time: 0.0135 lr: 0.01 max_mem: 5718M [03/23 04:02:07] d2.utils.events INFO: eta: 6:35:13 iter: 8439 total_loss: 0.05309 loss_cls: 0.0122 loss_box_reg: 0.0297 loss_rpn_cls: 0.00562 loss_rpn_loc: 0.002207 loss_D_img_s: 9.477e-06 time: 0.3494 last_time: 0.3631 data_time: 0.0127 last_data_time: 0.0329 lr: 0.01 max_mem: 5718M [03/23 04:02:14] d2.utils.events INFO: eta: 6:35:24 iter: 8459 total_loss: 0.03851 loss_cls: 0.009025 loss_box_reg: 0.02635 loss_rpn_cls: 0.003495 loss_rpn_loc: 0.001627 loss_D_img_s: 9.897e-06 time: 0.3493 last_time: 0.3645 data_time: 0.0145 last_data_time: 0.0098 lr: 0.01 max_mem: 5718M [03/23 04:02:21] d2.utils.events INFO: eta: 6:35:09 iter: 8479 total_loss: 0.03817 loss_cls: 0.008063 loss_box_reg: 0.02646 loss_rpn_cls: 0.002364 loss_rpn_loc: 0.001621 loss_D_img_s: 9.353e-06 time: 0.3493 last_time: 0.3421 data_time: 0.0134 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 04:02:28] d2.utils.events INFO: eta: 6:35:44 iter: 8499 total_loss: 0.03709 loss_cls: 0.009185 loss_box_reg: 0.02366 loss_rpn_cls: 0.002114 loss_rpn_loc: 0.001155 loss_D_img_s: 9.941e-06 time: 0.3493 last_time: 0.3540 data_time: 0.0294 last_data_time: 0.0168 lr: 0.01 max_mem: 5718M [03/23 04:02:34] d2.utils.events INFO: eta: 6:35:41 iter: 8519 total_loss: 0.03489 loss_cls: 0.007364 loss_box_reg: 0.02279 loss_rpn_cls: 0.002401 loss_rpn_loc: 0.001326 loss_D_img_s: 9.689e-06 time: 0.3492 last_time: 0.3659 data_time: 0.0192 last_data_time: 0.0098 lr: 0.01 max_mem: 5718M [03/23 04:02:41] d2.utils.events INFO: eta: 6:35:46 iter: 8539 total_loss: 0.04482 loss_cls: 0.008883 loss_box_reg: 0.02878 loss_rpn_cls: 0.002945 loss_rpn_loc: 0.001644 loss_D_img_s: 9.977e-06 time: 0.3492 last_time: 0.3358 data_time: 0.0149 last_data_time: 0.0102 lr: 0.01 max_mem: 5718M [03/23 04:02:48] d2.utils.events INFO: eta: 6:35:31 iter: 8559 total_loss: 0.03486 loss_cls: 0.008151 loss_box_reg: 0.02473 loss_rpn_cls: 0.001624 loss_rpn_loc: 0.001417 loss_D_img_s: 9.172e-06 time: 0.3492 last_time: 0.3042 data_time: 0.0209 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 04:02:54] d2.utils.events INFO: eta: 6:35:26 iter: 8579 total_loss: 0.03309 loss_cls: 0.007247 loss_box_reg: 0.02354 loss_rpn_cls: 0.001614 loss_rpn_loc: 0.002008 loss_D_img_s: 9.205e-06 time: 0.3491 last_time: 0.3243 data_time: 0.0279 last_data_time: 0.0120 lr: 0.01 max_mem: 5718M [03/23 04:03:02] d2.utils.events INFO: eta: 6:35:30 iter: 8599 total_loss: 0.03812 loss_cls: 0.007179 loss_box_reg: 0.02466 loss_rpn_cls: 0.001785 loss_rpn_loc: 0.001618 loss_D_img_s: 8.941e-06 time: 0.3491 last_time: 0.3065 data_time: 0.0208 last_data_time: 0.0123 lr: 0.01 max_mem: 5718M [03/23 04:03:08] d2.utils.events INFO: eta: 6:35:14 iter: 8619 total_loss: 0.0405 loss_cls: 0.01192 loss_box_reg: 0.02357 loss_rpn_cls: 0.003946 loss_rpn_loc: 0.001709 loss_D_img_s: 8.67e-06 time: 0.3491 last_time: 0.3445 data_time: 0.0186 last_data_time: 0.0110 lr: 0.01 max_mem: 5718M [03/23 04:03:15] d2.utils.events INFO: eta: 6:35:07 iter: 8639 total_loss: 0.03998 loss_cls: 0.009185 loss_box_reg: 0.02853 loss_rpn_cls: 0.002307 loss_rpn_loc: 0.001279 loss_D_img_s: 9.711e-06 time: 0.3491 last_time: 0.3238 data_time: 0.0253 last_data_time: 0.0336 lr: 0.01 max_mem: 5718M [03/23 04:03:22] d2.utils.events INFO: eta: 6:35:10 iter: 8659 total_loss: 0.03575 loss_cls: 0.008716 loss_box_reg: 0.02631 loss_rpn_cls: 0.002509 loss_rpn_loc: 0.001493 loss_D_img_s: 9.44e-06 time: 0.3491 last_time: 0.3485 data_time: 0.0202 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:03:28] d2.utils.events INFO: eta: 6:34:56 iter: 8679 total_loss: 0.03603 loss_cls: 0.009193 loss_box_reg: 0.02287 loss_rpn_cls: 0.002003 loss_rpn_loc: 0.001511 loss_D_img_s: 8.71e-06 time: 0.3490 last_time: 0.3748 data_time: 0.0245 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:03:35] d2.utils.events INFO: eta: 6:34:53 iter: 8699 total_loss: 0.04507 loss_cls: 0.0101 loss_box_reg: 0.02947 loss_rpn_cls: 0.001738 loss_rpn_loc: 0.001782 loss_D_img_s: 9.166e-06 time: 0.3490 last_time: 0.3520 data_time: 0.0176 last_data_time: 0.0248 lr: 0.01 max_mem: 5718M [03/23 04:03:42] d2.utils.events INFO: eta: 6:34:41 iter: 8719 total_loss: 0.04962 loss_cls: 0.01084 loss_box_reg: 0.03151 loss_rpn_cls: 0.00366 loss_rpn_loc: 0.001848 loss_D_img_s: 1.021e-05 time: 0.3490 last_time: 0.3523 data_time: 0.0093 last_data_time: 0.0124 lr: 0.01 max_mem: 5718M [03/23 04:03:49] d2.utils.events INFO: eta: 6:34:34 iter: 8739 total_loss: 0.02958 loss_cls: 0.007293 loss_box_reg: 0.01935 loss_rpn_cls: 0.002803 loss_rpn_loc: 0.001314 loss_D_img_s: 8.804e-06 time: 0.3489 last_time: 0.3350 data_time: 0.0094 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:03:55] d2.utils.events INFO: eta: 6:34:26 iter: 8759 total_loss: 0.03725 loss_cls: 0.009242 loss_box_reg: 0.02423 loss_rpn_cls: 0.001232 loss_rpn_loc: 0.001774 loss_D_img_s: 9.231e-06 time: 0.3489 last_time: 0.3236 data_time: 0.0137 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:04:02] d2.utils.events INFO: eta: 6:34:26 iter: 8779 total_loss: 0.03495 loss_cls: 0.008222 loss_box_reg: 0.02278 loss_rpn_cls: 0.002746 loss_rpn_loc: 0.001544 loss_D_img_s: 9.857e-06 time: 0.3488 last_time: 0.3273 data_time: 0.0316 last_data_time: 0.0111 lr: 0.01 max_mem: 5718M [03/23 04:04:08] d2.utils.events INFO: eta: 6:34:16 iter: 8799 total_loss: 0.03475 loss_cls: 0.008002 loss_box_reg: 0.02396 loss_rpn_cls: 0.001744 loss_rpn_loc: 0.001323 loss_D_img_s: 9.386e-06 time: 0.3488 last_time: 0.3312 data_time: 0.0218 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:04:15] d2.utils.events INFO: eta: 6:34:27 iter: 8819 total_loss: 0.03595 loss_cls: 0.007318 loss_box_reg: 0.02447 loss_rpn_cls: 0.001792 loss_rpn_loc: 0.001213 loss_D_img_s: 1.011e-05 time: 0.3488 last_time: 0.3120 data_time: 0.0128 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:04:22] d2.utils.events INFO: eta: 6:34:23 iter: 8839 total_loss: 0.03745 loss_cls: 0.006475 loss_box_reg: 0.02527 loss_rpn_cls: 0.002594 loss_rpn_loc: 0.001908 loss_D_img_s: 9.088e-06 time: 0.3488 last_time: 0.4101 data_time: 0.0111 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 04:04:29] d2.utils.events INFO: eta: 6:34:14 iter: 8859 total_loss: 0.03676 loss_cls: 0.008284 loss_box_reg: 0.02436 loss_rpn_cls: 0.002788 loss_rpn_loc: 0.001336 loss_D_img_s: 9.467e-06 time: 0.3487 last_time: 0.3271 data_time: 0.0279 last_data_time: 0.1026 lr: 0.01 max_mem: 5718M [03/23 04:04:35] d2.utils.events INFO: eta: 6:34:04 iter: 8879 total_loss: 0.0443 loss_cls: 0.01049 loss_box_reg: 0.02497 loss_rpn_cls: 0.003825 loss_rpn_loc: 0.001471 loss_D_img_s: 8.881e-06 time: 0.3487 last_time: 0.3321 data_time: 0.0103 last_data_time: 0.0066 lr: 0.01 max_mem: 5718M [03/23 04:04:42] d2.utils.events INFO: eta: 6:34:24 iter: 8899 total_loss: 0.04417 loss_cls: 0.01222 loss_box_reg: 0.02704 loss_rpn_cls: 0.004316 loss_rpn_loc: 0.001563 loss_D_img_s: 9.012e-06 time: 0.3487 last_time: 0.3395 data_time: 0.0186 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:04:49] d2.utils.events INFO: eta: 6:33:43 iter: 8919 total_loss: 0.04249 loss_cls: 0.01055 loss_box_reg: 0.02562 loss_rpn_cls: 0.002197 loss_rpn_loc: 0.001532 loss_D_img_s: 8.843e-06 time: 0.3486 last_time: 0.3273 data_time: 0.0105 last_data_time: 0.0153 lr: 0.01 max_mem: 5718M [03/23 04:04:55] d2.utils.events INFO: eta: 6:33:41 iter: 8939 total_loss: 0.04665 loss_cls: 0.01044 loss_box_reg: 0.03194 loss_rpn_cls: 0.001965 loss_rpn_loc: 0.001591 loss_D_img_s: 9.094e-06 time: 0.3486 last_time: 0.3241 data_time: 0.0143 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:05:02] d2.utils.events INFO: eta: 6:33:20 iter: 8959 total_loss: 0.04545 loss_cls: 0.01183 loss_box_reg: 0.03016 loss_rpn_cls: 0.002701 loss_rpn_loc: 0.001477 loss_D_img_s: 9.005e-06 time: 0.3485 last_time: 0.3166 data_time: 0.0245 last_data_time: 0.0047 lr: 0.01 max_mem: 5718M [03/23 04:05:09] d2.utils.events INFO: eta: 6:33:15 iter: 8979 total_loss: 0.04252 loss_cls: 0.01089 loss_box_reg: 0.02675 loss_rpn_cls: 0.002778 loss_rpn_loc: 0.001447 loss_D_img_s: 9.016e-06 time: 0.3485 last_time: 0.3273 data_time: 0.0115 last_data_time: 0.0149 lr: 0.01 max_mem: 5718M [03/23 04:05:15] d2.data.common INFO: Serializing the dataset using: [03/23 04:05:15] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:05:15] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:05:15] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:05:15] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:05:17] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0040 s/iter. Inference: 0.0536 s/iter. Eval: 0.0002 s/iter. Total: 0.0578 s/iter. ETA=0:00:23 [03/23 04:05:22] d2.evaluation.evaluator INFO: Inference done 81/410. Dataloading: 0.0172 s/iter. Inference: 0.0534 s/iter. Eval: 0.0002 s/iter. Total: 0.0708 s/iter. ETA=0:00:23 [03/23 04:05:27] d2.evaluation.evaluator INFO: Inference done 151/410. Dataloading: 0.0169 s/iter. Inference: 0.0547 s/iter. Eval: 0.0002 s/iter. Total: 0.0718 s/iter. ETA=0:00:18 [03/23 04:05:32] d2.evaluation.evaluator INFO: Inference done 224/410. Dataloading: 0.0162 s/iter. Inference: 0.0544 s/iter. Eval: 0.0002 s/iter. Total: 0.0709 s/iter. ETA=0:00:13 [03/23 04:05:37] d2.evaluation.evaluator INFO: Inference done 298/410. Dataloading: 0.0158 s/iter. Inference: 0.0541 s/iter. Eval: 0.0002 s/iter. Total: 0.0701 s/iter. ETA=0:00:07 [03/23 04:05:42] d2.evaluation.evaluator INFO: Inference done 369/410. Dataloading: 0.0160 s/iter. Inference: 0.0539 s/iter. Eval: 0.0002 s/iter. Total: 0.0702 s/iter. ETA=0:00:02 [03/23 04:05:45] d2.evaluation.evaluator INFO: Total inference time: 0:00:28.286400 (0.069843 s / iter per device, on 1 devices) [03/23 04:05:45] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.053863 s / iter per device, on 1 devices) [03/23 04:05:45] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:05:45] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:05:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:05:45] d2.evaluation.testing INFO: copypaste: 1.2178,3.9575,0.0518 [03/23 04:05:45] d2.data.common INFO: Serializing the dataset using: [03/23 04:05:45] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:05:45] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:05:45] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:05:45] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:05:47] d2.evaluation.evaluator INFO: Inference done 24/410. Dataloading: 0.0187 s/iter. Inference: 0.0541 s/iter. Eval: 0.0002 s/iter. Total: 0.0730 s/iter. ETA=0:00:28 [03/23 04:05:52] d2.evaluation.evaluator INFO: Inference done 105/410. Dataloading: 0.0119 s/iter. Inference: 0.0519 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:19 [03/23 04:05:57] d2.evaluation.evaluator INFO: Inference done 186/410. Dataloading: 0.0114 s/iter. Inference: 0.0514 s/iter. Eval: 0.0002 s/iter. Total: 0.0630 s/iter. ETA=0:00:14 [03/23 04:06:02] d2.evaluation.evaluator INFO: Inference done 268/410. Dataloading: 0.0112 s/iter. Inference: 0.0509 s/iter. Eval: 0.0002 s/iter. Total: 0.0624 s/iter. ETA=0:00:08 [03/23 04:06:07] d2.evaluation.evaluator INFO: Inference done 345/410. Dataloading: 0.0117 s/iter. Inference: 0.0511 s/iter. Eval: 0.0002 s/iter. Total: 0.0631 s/iter. ETA=0:00:04 [03/23 04:06:11] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.436753 (0.062807 s / iter per device, on 1 devices) [03/23 04:06:11] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051328 s / iter per device, on 1 devices) [03/23 04:06:11] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:06:11] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:06:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:06:11] d2.evaluation.testing INFO: copypaste: 1.4589,8.7684,0.0259 [03/23 04:06:11] d2.utils.events INFO: eta: 6:32:55 iter: 8999 total_loss: 0.04785 loss_cls: 0.01175 loss_box_reg: 0.0291 loss_rpn_cls: 0.003437 loss_rpn_loc: 0.00215 loss_D_img_s: 9.533e-06 time: 0.3485 last_time: 0.3240 data_time: 0.0158 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 04:06:18] d2.utils.events INFO: eta: 6:32:44 iter: 9019 total_loss: 0.03209 loss_cls: 0.00857 loss_box_reg: 0.02307 loss_rpn_cls: 0.00179 loss_rpn_loc: 0.001369 loss_D_img_s: 8.727e-06 time: 0.3484 last_time: 0.3770 data_time: 0.0182 last_data_time: 0.0259 lr: 0.01 max_mem: 5718M [03/23 04:06:24] d2.utils.events INFO: eta: 6:32:55 iter: 9039 total_loss: 0.03295 loss_cls: 0.008048 loss_box_reg: 0.02352 loss_rpn_cls: 0.001692 loss_rpn_loc: 0.00132 loss_D_img_s: 8.656e-06 time: 0.3484 last_time: 0.3088 data_time: 0.0109 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 04:06:31] d2.utils.events INFO: eta: 6:32:49 iter: 9059 total_loss: 0.0474 loss_cls: 0.01251 loss_box_reg: 0.0281 loss_rpn_cls: 0.003415 loss_rpn_loc: 0.001467 loss_D_img_s: 9.387e-06 time: 0.3484 last_time: 0.3236 data_time: 0.0177 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:06:38] d2.utils.events INFO: eta: 6:32:40 iter: 9079 total_loss: 0.03087 loss_cls: 0.00796 loss_box_reg: 0.02125 loss_rpn_cls: 0.001536 loss_rpn_loc: 0.001213 loss_D_img_s: 9.662e-06 time: 0.3483 last_time: 0.3451 data_time: 0.0109 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:06:44] d2.utils.events INFO: eta: 6:32:30 iter: 9099 total_loss: 0.03477 loss_cls: 0.006642 loss_box_reg: 0.02328 loss_rpn_cls: 0.002538 loss_rpn_loc: 0.00161 loss_D_img_s: 9.666e-06 time: 0.3483 last_time: 0.3363 data_time: 0.0231 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:06:51] d2.utils.events INFO: eta: 6:32:23 iter: 9119 total_loss: 0.04311 loss_cls: 0.01187 loss_box_reg: 0.0267 loss_rpn_cls: 0.002386 loss_rpn_loc: 0.002035 loss_D_img_s: 8.859e-06 time: 0.3483 last_time: 0.3200 data_time: 0.0162 last_data_time: 0.0112 lr: 0.01 max_mem: 5718M [03/23 04:06:58] d2.utils.events INFO: eta: 6:32:21 iter: 9139 total_loss: 0.04897 loss_cls: 0.01401 loss_box_reg: 0.0306 loss_rpn_cls: 0.003005 loss_rpn_loc: 0.001873 loss_D_img_s: 9.094e-06 time: 0.3482 last_time: 0.3510 data_time: 0.0153 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:07:05] d2.utils.events INFO: eta: 6:32:20 iter: 9159 total_loss: 0.04243 loss_cls: 0.009685 loss_box_reg: 0.03004 loss_rpn_cls: 0.003476 loss_rpn_loc: 0.001906 loss_D_img_s: 8.766e-06 time: 0.3482 last_time: 0.3189 data_time: 0.0133 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:07:11] d2.utils.events INFO: eta: 6:32:24 iter: 9179 total_loss: 0.03427 loss_cls: 0.009986 loss_box_reg: 0.02215 loss_rpn_cls: 0.002119 loss_rpn_loc: 0.00154 loss_D_img_s: 9.113e-06 time: 0.3482 last_time: 0.3310 data_time: 0.0108 last_data_time: 0.0293 lr: 0.01 max_mem: 5718M [03/23 04:07:18] d2.utils.events INFO: eta: 6:32:21 iter: 9199 total_loss: 0.03924 loss_cls: 0.008276 loss_box_reg: 0.02681 loss_rpn_cls: 0.001916 loss_rpn_loc: 0.001686 loss_D_img_s: 8.471e-06 time: 0.3481 last_time: 0.3079 data_time: 0.0303 last_data_time: 0.0621 lr: 0.01 max_mem: 5718M [03/23 04:07:25] d2.utils.events INFO: eta: 6:32:26 iter: 9219 total_loss: 0.03967 loss_cls: 0.0115 loss_box_reg: 0.02518 loss_rpn_cls: 0.003321 loss_rpn_loc: 0.001922 loss_D_img_s: 9.241e-06 time: 0.3481 last_time: 0.3509 data_time: 0.0282 last_data_time: 0.0158 lr: 0.01 max_mem: 5718M [03/23 04:07:32] d2.utils.events INFO: eta: 6:32:34 iter: 9239 total_loss: 0.03277 loss_cls: 0.006807 loss_box_reg: 0.02476 loss_rpn_cls: 0.001546 loss_rpn_loc: 0.001395 loss_D_img_s: 8.347e-06 time: 0.3481 last_time: 0.3373 data_time: 0.0193 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 04:07:38] d2.utils.events INFO: eta: 6:32:32 iter: 9259 total_loss: 0.03407 loss_cls: 0.007824 loss_box_reg: 0.02286 loss_rpn_cls: 0.001846 loss_rpn_loc: 0.001484 loss_D_img_s: 8.509e-06 time: 0.3481 last_time: 0.3508 data_time: 0.0274 last_data_time: 0.0855 lr: 0.01 max_mem: 5718M [03/23 04:07:45] d2.utils.events INFO: eta: 6:32:28 iter: 9279 total_loss: 0.03038 loss_cls: 0.006931 loss_box_reg: 0.02057 loss_rpn_cls: 0.001565 loss_rpn_loc: 0.001622 loss_D_img_s: 8.403e-06 time: 0.3480 last_time: 0.3262 data_time: 0.0196 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:07:52] d2.utils.events INFO: eta: 6:32:28 iter: 9299 total_loss: 0.0361 loss_cls: 0.008079 loss_box_reg: 0.0263 loss_rpn_cls: 0.002112 loss_rpn_loc: 0.001234 loss_D_img_s: 7.861e-06 time: 0.3480 last_time: 0.3360 data_time: 0.0110 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:07:58] d2.utils.events INFO: eta: 6:32:12 iter: 9319 total_loss: 0.03518 loss_cls: 0.007944 loss_box_reg: 0.02179 loss_rpn_cls: 0.001736 loss_rpn_loc: 0.001123 loss_D_img_s: 8.327e-06 time: 0.3480 last_time: 0.3474 data_time: 0.0133 last_data_time: 0.0120 lr: 0.01 max_mem: 5718M [03/23 04:08:05] d2.utils.events INFO: eta: 6:32:04 iter: 9339 total_loss: 0.04348 loss_cls: 0.01008 loss_box_reg: 0.03046 loss_rpn_cls: 0.002129 loss_rpn_loc: 0.001711 loss_D_img_s: 8.905e-06 time: 0.3480 last_time: 0.3093 data_time: 0.0097 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:08:12] d2.utils.events INFO: eta: 6:31:54 iter: 9359 total_loss: 0.03591 loss_cls: 0.007414 loss_box_reg: 0.02628 loss_rpn_cls: 0.001887 loss_rpn_loc: 0.00144 loss_D_img_s: 8.441e-06 time: 0.3480 last_time: 0.3611 data_time: 0.0168 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 04:08:19] d2.utils.events INFO: eta: 6:31:52 iter: 9379 total_loss: 0.03433 loss_cls: 0.006255 loss_box_reg: 0.02277 loss_rpn_cls: 0.00305 loss_rpn_loc: 0.001373 loss_D_img_s: 8.995e-06 time: 0.3479 last_time: 0.3371 data_time: 0.0172 last_data_time: 0.0049 lr: 0.01 max_mem: 5718M [03/23 04:08:25] d2.utils.events INFO: eta: 6:31:42 iter: 9399 total_loss: 0.04441 loss_cls: 0.01178 loss_box_reg: 0.02554 loss_rpn_cls: 0.002411 loss_rpn_loc: 0.001679 loss_D_img_s: 8.036e-06 time: 0.3479 last_time: 0.3299 data_time: 0.0153 last_data_time: 0.0147 lr: 0.01 max_mem: 5718M [03/23 04:08:32] d2.utils.events INFO: eta: 6:31:25 iter: 9419 total_loss: 0.04828 loss_cls: 0.01324 loss_box_reg: 0.02759 loss_rpn_cls: 0.003922 loss_rpn_loc: 0.001457 loss_D_img_s: 8.698e-06 time: 0.3479 last_time: 0.3413 data_time: 0.0184 last_data_time: 0.0336 lr: 0.01 max_mem: 5718M [03/23 04:08:39] d2.utils.events INFO: eta: 6:31:08 iter: 9439 total_loss: 0.0365 loss_cls: 0.008281 loss_box_reg: 0.02382 loss_rpn_cls: 0.002559 loss_rpn_loc: 0.001488 loss_D_img_s: 8.246e-06 time: 0.3478 last_time: 0.3667 data_time: 0.0390 last_data_time: 0.1861 lr: 0.01 max_mem: 5718M [03/23 04:08:46] d2.utils.events INFO: eta: 6:31:10 iter: 9459 total_loss: 0.04295 loss_cls: 0.009939 loss_box_reg: 0.02722 loss_rpn_cls: 0.002792 loss_rpn_loc: 0.002351 loss_D_img_s: 8.604e-06 time: 0.3478 last_time: 0.3343 data_time: 0.0317 last_data_time: 0.0689 lr: 0.01 max_mem: 5718M [03/23 04:08:52] d2.utils.events INFO: eta: 6:31:07 iter: 9479 total_loss: 0.03625 loss_cls: 0.008823 loss_box_reg: 0.02526 loss_rpn_cls: 0.00176 loss_rpn_loc: 0.001391 loss_D_img_s: 8.037e-06 time: 0.3478 last_time: 0.4420 data_time: 0.0212 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 04:08:59] d2.utils.events INFO: eta: 6:30:56 iter: 9499 total_loss: 0.03789 loss_cls: 0.008544 loss_box_reg: 0.02546 loss_rpn_cls: 0.002144 loss_rpn_loc: 0.001383 loss_D_img_s: 8.203e-06 time: 0.3478 last_time: 0.3048 data_time: 0.0178 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:09:06] d2.utils.events INFO: eta: 6:30:57 iter: 9519 total_loss: 0.05079 loss_cls: 0.01091 loss_box_reg: 0.03024 loss_rpn_cls: 0.002844 loss_rpn_loc: 0.002144 loss_D_img_s: 8.066e-06 time: 0.3478 last_time: 0.3343 data_time: 0.0167 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:09:13] d2.utils.events INFO: eta: 6:30:39 iter: 9539 total_loss: 0.03542 loss_cls: 0.008416 loss_box_reg: 0.02668 loss_rpn_cls: 0.002116 loss_rpn_loc: 0.001285 loss_D_img_s: 8.575e-06 time: 0.3477 last_time: 0.3189 data_time: 0.0140 last_data_time: 0.0163 lr: 0.01 max_mem: 5718M [03/23 04:09:20] d2.utils.events INFO: eta: 6:30:46 iter: 9559 total_loss: 0.03443 loss_cls: 0.00734 loss_box_reg: 0.02179 loss_rpn_cls: 0.001822 loss_rpn_loc: 0.00118 loss_D_img_s: 8.369e-06 time: 0.3478 last_time: 0.3279 data_time: 0.0219 last_data_time: 0.0567 lr: 0.01 max_mem: 5718M [03/23 04:09:27] d2.utils.events INFO: eta: 6:30:43 iter: 9579 total_loss: 0.03673 loss_cls: 0.006361 loss_box_reg: 0.0223 loss_rpn_cls: 0.002121 loss_rpn_loc: 0.001832 loss_D_img_s: 7.857e-06 time: 0.3478 last_time: 0.3476 data_time: 0.0169 last_data_time: 0.0102 lr: 0.01 max_mem: 5718M [03/23 04:09:34] d2.utils.events INFO: eta: 6:30:19 iter: 9599 total_loss: 0.04245 loss_cls: 0.01044 loss_box_reg: 0.02349 loss_rpn_cls: 0.001891 loss_rpn_loc: 0.001614 loss_D_img_s: 8.217e-06 time: 0.3478 last_time: 0.3350 data_time: 0.0148 last_data_time: 0.0149 lr: 0.01 max_mem: 5718M [03/23 04:09:40] d2.utils.events INFO: eta: 6:30:16 iter: 9619 total_loss: 0.02834 loss_cls: 0.006333 loss_box_reg: 0.01927 loss_rpn_cls: 0.001417 loss_rpn_loc: 0.001435 loss_D_img_s: 8.459e-06 time: 0.3477 last_time: 0.4012 data_time: 0.0105 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:09:47] d2.utils.events INFO: eta: 6:30:10 iter: 9639 total_loss: 0.03966 loss_cls: 0.008158 loss_box_reg: 0.02652 loss_rpn_cls: 0.002157 loss_rpn_loc: 0.001298 loss_D_img_s: 8.269e-06 time: 0.3477 last_time: 0.3300 data_time: 0.0159 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 04:09:54] d2.utils.events INFO: eta: 6:29:39 iter: 9659 total_loss: 0.04405 loss_cls: 0.01081 loss_box_reg: 0.02746 loss_rpn_cls: 0.002995 loss_rpn_loc: 0.001279 loss_D_img_s: 8.335e-06 time: 0.3477 last_time: 0.3310 data_time: 0.0210 last_data_time: 0.1063 lr: 0.01 max_mem: 5718M [03/23 04:10:01] d2.utils.events INFO: eta: 6:29:48 iter: 9679 total_loss: 0.03792 loss_cls: 0.007716 loss_box_reg: 0.02412 loss_rpn_cls: 0.001648 loss_rpn_loc: 0.001587 loss_D_img_s: 7.91e-06 time: 0.3477 last_time: 0.3280 data_time: 0.0263 last_data_time: 0.0131 lr: 0.01 max_mem: 5718M [03/23 04:10:07] d2.utils.events INFO: eta: 6:29:42 iter: 9699 total_loss: 0.04449 loss_cls: 0.01124 loss_box_reg: 0.02882 loss_rpn_cls: 0.003797 loss_rpn_loc: 0.001846 loss_D_img_s: 7.763e-06 time: 0.3476 last_time: 0.3212 data_time: 0.0220 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 04:10:14] d2.utils.events INFO: eta: 6:29:33 iter: 9719 total_loss: 0.05484 loss_cls: 0.01256 loss_box_reg: 0.02882 loss_rpn_cls: 0.002854 loss_rpn_loc: 0.001661 loss_D_img_s: 7.903e-06 time: 0.3476 last_time: 0.3290 data_time: 0.0142 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:10:21] d2.utils.events INFO: eta: 6:29:32 iter: 9739 total_loss: 0.03824 loss_cls: 0.008859 loss_box_reg: 0.02736 loss_rpn_cls: 0.001754 loss_rpn_loc: 0.001792 loss_D_img_s: 8.35e-06 time: 0.3476 last_time: 0.3459 data_time: 0.0215 last_data_time: 0.0103 lr: 0.01 max_mem: 5718M [03/23 04:10:28] d2.utils.events INFO: eta: 6:29:22 iter: 9759 total_loss: 0.04011 loss_cls: 0.008356 loss_box_reg: 0.02548 loss_rpn_cls: 0.002348 loss_rpn_loc: 0.001463 loss_D_img_s: 7.997e-06 time: 0.3476 last_time: 0.3755 data_time: 0.0199 last_data_time: 0.0173 lr: 0.01 max_mem: 5718M [03/23 04:10:34] d2.utils.events INFO: eta: 6:29:29 iter: 9779 total_loss: 0.04535 loss_cls: 0.009144 loss_box_reg: 0.02836 loss_rpn_cls: 0.002319 loss_rpn_loc: 0.001376 loss_D_img_s: 8.214e-06 time: 0.3475 last_time: 0.3470 data_time: 0.0265 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 04:10:42] d2.utils.events INFO: eta: 6:29:38 iter: 9799 total_loss: 0.03412 loss_cls: 0.007535 loss_box_reg: 0.02237 loss_rpn_cls: 0.001524 loss_rpn_loc: 0.001271 loss_D_img_s: 7.94e-06 time: 0.3476 last_time: 0.3272 data_time: 0.0234 last_data_time: 0.0375 lr: 0.01 max_mem: 5718M [03/23 04:10:48] d2.utils.events INFO: eta: 6:29:26 iter: 9819 total_loss: 0.04355 loss_cls: 0.01114 loss_box_reg: 0.02596 loss_rpn_cls: 0.002723 loss_rpn_loc: 0.001797 loss_D_img_s: 7.867e-06 time: 0.3475 last_time: 0.3093 data_time: 0.0161 last_data_time: 0.0367 lr: 0.01 max_mem: 5718M [03/23 04:10:55] d2.utils.events INFO: eta: 6:29:33 iter: 9839 total_loss: 0.04204 loss_cls: 0.01004 loss_box_reg: 0.02545 loss_rpn_cls: 0.003224 loss_rpn_loc: 0.00143 loss_D_img_s: 8.01e-06 time: 0.3475 last_time: 0.3589 data_time: 0.0238 last_data_time: 0.0556 lr: 0.01 max_mem: 5718M [03/23 04:11:02] d2.utils.events INFO: eta: 6:29:29 iter: 9859 total_loss: 0.03954 loss_cls: 0.008543 loss_box_reg: 0.02285 loss_rpn_cls: 0.00317 loss_rpn_loc: 0.001605 loss_D_img_s: 8.139e-06 time: 0.3476 last_time: 0.3082 data_time: 0.0210 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:11:09] d2.utils.events INFO: eta: 6:29:33 iter: 9879 total_loss: 0.04515 loss_cls: 0.01023 loss_box_reg: 0.03283 loss_rpn_cls: 0.001972 loss_rpn_loc: 0.001373 loss_D_img_s: 7.559e-06 time: 0.3475 last_time: 0.3110 data_time: 0.0127 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:11:16] d2.utils.events INFO: eta: 6:29:08 iter: 9899 total_loss: 0.03172 loss_cls: 0.006785 loss_box_reg: 0.02249 loss_rpn_cls: 0.001377 loss_rpn_loc: 0.0014 loss_D_img_s: 7.597e-06 time: 0.3475 last_time: 0.3199 data_time: 0.0182 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:11:23] d2.utils.events INFO: eta: 6:29:37 iter: 9919 total_loss: 0.03328 loss_cls: 0.007111 loss_box_reg: 0.02319 loss_rpn_cls: 0.00166 loss_rpn_loc: 0.001609 loss_D_img_s: 7.646e-06 time: 0.3475 last_time: 0.3513 data_time: 0.0197 last_data_time: 0.0119 lr: 0.01 max_mem: 5718M [03/23 04:11:29] d2.utils.events INFO: eta: 6:29:46 iter: 9939 total_loss: 0.03419 loss_cls: 0.009085 loss_box_reg: 0.02207 loss_rpn_cls: 0.002607 loss_rpn_loc: 0.0009523 loss_D_img_s: 7.374e-06 time: 0.3475 last_time: 0.3653 data_time: 0.0122 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:11:36] d2.utils.events INFO: eta: 6:29:59 iter: 9959 total_loss: 0.04476 loss_cls: 0.009506 loss_box_reg: 0.02833 loss_rpn_cls: 0.003544 loss_rpn_loc: 0.001503 loss_D_img_s: 8.363e-06 time: 0.3475 last_time: 0.3566 data_time: 0.0197 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 04:11:43] d2.utils.events INFO: eta: 6:30:08 iter: 9979 total_loss: 0.03135 loss_cls: 0.005893 loss_box_reg: 0.02436 loss_rpn_cls: 0.002087 loss_rpn_loc: 0.001463 loss_D_img_s: 7.803e-06 time: 0.3475 last_time: 0.3477 data_time: 0.0257 last_data_time: 0.0136 lr: 0.01 max_mem: 5718M [03/23 04:11:50] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0009999.pth [03/23 04:11:51] d2.data.common INFO: Serializing the dataset using: [03/23 04:11:51] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:11:51] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:11:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:11:51] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:11:52] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0204 s/iter. Inference: 0.0540 s/iter. Eval: 0.0002 s/iter. Total: 0.0745 s/iter. ETA=0:00:29 [03/23 04:11:57] d2.evaluation.evaluator INFO: Inference done 86/410. Dataloading: 0.0152 s/iter. Inference: 0.0520 s/iter. Eval: 0.0002 s/iter. Total: 0.0675 s/iter. ETA=0:00:21 [03/23 04:12:02] d2.evaluation.evaluator INFO: Inference done 171/410. Dataloading: 0.0123 s/iter. Inference: 0.0510 s/iter. Eval: 0.0002 s/iter. Total: 0.0635 s/iter. ETA=0:00:15 [03/23 04:12:07] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0112 s/iter. Inference: 0.0506 s/iter. Eval: 0.0002 s/iter. Total: 0.0621 s/iter. ETA=0:00:09 [03/23 04:12:12] d2.evaluation.evaluator INFO: Inference done 337/410. Dataloading: 0.0115 s/iter. Inference: 0.0503 s/iter. Eval: 0.0002 s/iter. Total: 0.0621 s/iter. ETA=0:00:04 [03/23 04:12:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.155846 (0.062113 s / iter per device, on 1 devices) [03/23 04:12:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.050120 s / iter per device, on 1 devices) [03/23 04:12:17] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:12:17] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:12:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:12:17] d2.evaluation.testing INFO: copypaste: 1.3666,6.5997,0.1464 [03/23 04:12:17] d2.data.common INFO: Serializing the dataset using: [03/23 04:12:17] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:12:17] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:12:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:12:17] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:12:19] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0306 s/iter. Inference: 0.0615 s/iter. Eval: 0.0002 s/iter. Total: 0.0923 s/iter. ETA=0:00:36 [03/23 04:12:24] d2.evaluation.evaluator INFO: Inference done 86/410. Dataloading: 0.0115 s/iter. Inference: 0.0573 s/iter. Eval: 0.0002 s/iter. Total: 0.0691 s/iter. ETA=0:00:22 [03/23 04:12:29] d2.evaluation.evaluator INFO: Inference done 164/410. Dataloading: 0.0117 s/iter. Inference: 0.0549 s/iter. Eval: 0.0002 s/iter. Total: 0.0669 s/iter. ETA=0:00:16 [03/23 04:12:34] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0121 s/iter. Inference: 0.0529 s/iter. Eval: 0.0002 s/iter. Total: 0.0653 s/iter. ETA=0:00:10 [03/23 04:12:39] d2.evaluation.evaluator INFO: Inference done 329/410. Dataloading: 0.0113 s/iter. Inference: 0.0524 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:05 [03/23 04:12:44] d2.evaluation.evaluator INFO: Inference done 407/410. Dataloading: 0.0113 s/iter. Inference: 0.0525 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:00 [03/23 04:12:44] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.974616 (0.064135 s / iter per device, on 1 devices) [03/23 04:12:44] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052426 s / iter per device, on 1 devices) [03/23 04:12:44] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:12:44] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:12:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:12:44] d2.evaluation.testing INFO: copypaste: 1.2914,7.3060,0.0220 [03/23 04:12:44] d2.utils.events INFO: eta: 6:30:13 iter: 9999 total_loss: 0.03462 loss_cls: 0.009397 loss_box_reg: 0.02212 loss_rpn_cls: 0.002597 loss_rpn_loc: 0.001517 loss_D_img_s: 7.391e-06 time: 0.3475 last_time: 0.3875 data_time: 0.0170 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:12:51] d2.utils.events INFO: eta: 6:30:06 iter: 10019 total_loss: 0.03352 loss_cls: 0.007043 loss_box_reg: 0.02303 loss_rpn_cls: 0.001412 loss_rpn_loc: 0.001484 loss_D_img_s: 8.321e-06 time: 0.3474 last_time: 0.3262 data_time: 0.0146 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:12:57] d2.utils.events INFO: eta: 6:29:47 iter: 10039 total_loss: 0.03339 loss_cls: 0.007112 loss_box_reg: 0.02214 loss_rpn_cls: 0.00182 loss_rpn_loc: 0.001755 loss_D_img_s: 7.618e-06 time: 0.3474 last_time: 0.3196 data_time: 0.0196 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 04:13:04] d2.utils.events INFO: eta: 6:29:40 iter: 10059 total_loss: 0.0322 loss_cls: 0.006762 loss_box_reg: 0.02096 loss_rpn_cls: 0.001632 loss_rpn_loc: 0.001861 loss_D_img_s: 7.797e-06 time: 0.3473 last_time: 0.3096 data_time: 0.0157 last_data_time: 0.0796 lr: 0.01 max_mem: 5718M [03/23 04:13:11] d2.utils.events INFO: eta: 6:29:46 iter: 10079 total_loss: 0.03654 loss_cls: 0.0074 loss_box_reg: 0.02627 loss_rpn_cls: 0.001332 loss_rpn_loc: 0.001729 loss_D_img_s: 7.351e-06 time: 0.3473 last_time: 0.3419 data_time: 0.0157 last_data_time: 0.0338 lr: 0.01 max_mem: 5718M [03/23 04:13:17] d2.utils.events INFO: eta: 6:29:28 iter: 10099 total_loss: 0.0395 loss_cls: 0.008461 loss_box_reg: 0.02164 loss_rpn_cls: 0.00157 loss_rpn_loc: 0.001241 loss_D_img_s: 8.027e-06 time: 0.3473 last_time: 0.3447 data_time: 0.0350 last_data_time: 0.0282 lr: 0.01 max_mem: 5718M [03/23 04:13:24] d2.utils.events INFO: eta: 6:29:52 iter: 10119 total_loss: 0.05073 loss_cls: 0.01058 loss_box_reg: 0.03562 loss_rpn_cls: 0.003432 loss_rpn_loc: 0.00181 loss_D_img_s: 7.657e-06 time: 0.3473 last_time: 0.3605 data_time: 0.0175 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:13:31] d2.utils.events INFO: eta: 6:29:27 iter: 10139 total_loss: 0.03034 loss_cls: 0.00688 loss_box_reg: 0.0216 loss_rpn_cls: 0.002109 loss_rpn_loc: 0.001229 loss_D_img_s: 7.728e-06 time: 0.3473 last_time: 0.3207 data_time: 0.0314 last_data_time: 0.0537 lr: 0.01 max_mem: 5718M [03/23 04:13:38] d2.utils.events INFO: eta: 6:29:32 iter: 10159 total_loss: 0.03171 loss_cls: 0.008418 loss_box_reg: 0.02062 loss_rpn_cls: 0.002697 loss_rpn_loc: 0.001348 loss_D_img_s: 7.741e-06 time: 0.3473 last_time: 0.3985 data_time: 0.0303 last_data_time: 0.0126 lr: 0.01 max_mem: 5718M [03/23 04:13:45] d2.utils.events INFO: eta: 6:29:24 iter: 10179 total_loss: 0.0362 loss_cls: 0.007412 loss_box_reg: 0.02262 loss_rpn_cls: 0.002155 loss_rpn_loc: 0.001493 loss_D_img_s: 7.316e-06 time: 0.3472 last_time: 0.3465 data_time: 0.0124 last_data_time: 0.0133 lr: 0.01 max_mem: 5718M [03/23 04:13:51] d2.utils.events INFO: eta: 6:29:39 iter: 10199 total_loss: 0.04085 loss_cls: 0.01018 loss_box_reg: 0.02571 loss_rpn_cls: 0.002201 loss_rpn_loc: 0.001536 loss_D_img_s: 7.644e-06 time: 0.3472 last_time: 0.3405 data_time: 0.0292 last_data_time: 0.0277 lr: 0.01 max_mem: 5718M [03/23 04:13:58] d2.utils.events INFO: eta: 6:29:33 iter: 10219 total_loss: 0.03705 loss_cls: 0.008157 loss_box_reg: 0.02177 loss_rpn_cls: 0.002011 loss_rpn_loc: 0.00119 loss_D_img_s: 7.999e-06 time: 0.3472 last_time: 0.3489 data_time: 0.0173 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 04:14:05] d2.utils.events INFO: eta: 6:29:20 iter: 10239 total_loss: 0.03428 loss_cls: 0.007541 loss_box_reg: 0.02332 loss_rpn_cls: 0.002042 loss_rpn_loc: 0.001934 loss_D_img_s: 7.482e-06 time: 0.3472 last_time: 0.3447 data_time: 0.0214 last_data_time: 0.0181 lr: 0.01 max_mem: 5718M [03/23 04:14:12] d2.utils.events INFO: eta: 6:29:13 iter: 10259 total_loss: 0.03861 loss_cls: 0.008185 loss_box_reg: 0.02782 loss_rpn_cls: 0.001735 loss_rpn_loc: 0.001523 loss_D_img_s: 7.743e-06 time: 0.3471 last_time: 0.3384 data_time: 0.0189 last_data_time: 0.0279 lr: 0.01 max_mem: 5718M [03/23 04:14:18] d2.utils.events INFO: eta: 6:29:22 iter: 10279 total_loss: 0.03182 loss_cls: 0.005292 loss_box_reg: 0.02231 loss_rpn_cls: 0.001293 loss_rpn_loc: 0.001082 loss_D_img_s: 7.68e-06 time: 0.3471 last_time: 0.3348 data_time: 0.0134 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 04:14:25] d2.utils.events INFO: eta: 6:29:06 iter: 10299 total_loss: 0.04241 loss_cls: 0.009256 loss_box_reg: 0.02549 loss_rpn_cls: 0.003047 loss_rpn_loc: 0.001521 loss_D_img_s: 7.706e-06 time: 0.3471 last_time: 0.3462 data_time: 0.0429 last_data_time: 0.0266 lr: 0.01 max_mem: 5718M [03/23 04:14:32] d2.utils.events INFO: eta: 6:29:01 iter: 10319 total_loss: 0.03804 loss_cls: 0.008871 loss_box_reg: 0.02802 loss_rpn_cls: 0.001448 loss_rpn_loc: 0.001278 loss_D_img_s: 7.865e-06 time: 0.3471 last_time: 0.3477 data_time: 0.0227 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 04:14:39] d2.utils.events INFO: eta: 6:28:57 iter: 10339 total_loss: 0.04049 loss_cls: 0.009676 loss_box_reg: 0.02733 loss_rpn_cls: 0.00197 loss_rpn_loc: 0.001663 loss_D_img_s: 7.691e-06 time: 0.3471 last_time: 0.3169 data_time: 0.0106 last_data_time: 0.0137 lr: 0.01 max_mem: 5718M [03/23 04:14:45] d2.utils.events INFO: eta: 6:28:46 iter: 10359 total_loss: 0.03595 loss_cls: 0.007549 loss_box_reg: 0.02393 loss_rpn_cls: 0.00171 loss_rpn_loc: 0.001889 loss_D_img_s: 7.673e-06 time: 0.3471 last_time: 0.3340 data_time: 0.0269 last_data_time: 0.0822 lr: 0.01 max_mem: 5718M [03/23 04:14:52] d2.utils.events INFO: eta: 6:28:41 iter: 10379 total_loss: 0.03175 loss_cls: 0.005397 loss_box_reg: 0.02227 loss_rpn_cls: 0.001119 loss_rpn_loc: 0.001682 loss_D_img_s: 7.315e-06 time: 0.3471 last_time: 0.3612 data_time: 0.0199 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 04:14:59] d2.utils.events INFO: eta: 6:28:45 iter: 10399 total_loss: 0.04011 loss_cls: 0.009668 loss_box_reg: 0.0248 loss_rpn_cls: 0.002551 loss_rpn_loc: 0.001501 loss_D_img_s: 7.941e-06 time: 0.3470 last_time: 0.3442 data_time: 0.0105 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:15:06] d2.utils.events INFO: eta: 6:28:44 iter: 10419 total_loss: 0.04041 loss_cls: 0.008059 loss_box_reg: 0.02535 loss_rpn_cls: 0.002021 loss_rpn_loc: 0.001509 loss_D_img_s: 7.737e-06 time: 0.3470 last_time: 0.3420 data_time: 0.0162 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:15:13] d2.utils.events INFO: eta: 6:28:47 iter: 10439 total_loss: 0.03324 loss_cls: 0.006513 loss_box_reg: 0.0236 loss_rpn_cls: 0.001352 loss_rpn_loc: 0.001029 loss_D_img_s: 7.57e-06 time: 0.3470 last_time: 0.3385 data_time: 0.0165 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:15:19] d2.utils.events INFO: eta: 6:28:30 iter: 10459 total_loss: 0.03214 loss_cls: 0.00883 loss_box_reg: 0.01856 loss_rpn_cls: 0.001714 loss_rpn_loc: 0.001426 loss_D_img_s: 8.372e-06 time: 0.3470 last_time: 0.3200 data_time: 0.0195 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:15:26] d2.utils.events INFO: eta: 6:28:20 iter: 10479 total_loss: 0.03501 loss_cls: 0.009118 loss_box_reg: 0.02299 loss_rpn_cls: 0.001716 loss_rpn_loc: 0.001678 loss_D_img_s: 7.844e-06 time: 0.3470 last_time: 0.3597 data_time: 0.0187 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:15:33] d2.utils.events INFO: eta: 6:28:14 iter: 10499 total_loss: 0.03671 loss_cls: 0.01009 loss_box_reg: 0.02206 loss_rpn_cls: 0.001597 loss_rpn_loc: 0.001285 loss_D_img_s: 7.415e-06 time: 0.3470 last_time: 0.3313 data_time: 0.0193 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 04:15:40] d2.utils.events INFO: eta: 6:28:07 iter: 10519 total_loss: 0.04234 loss_cls: 0.009316 loss_box_reg: 0.02605 loss_rpn_cls: 0.002541 loss_rpn_loc: 0.001483 loss_D_img_s: 6.919e-06 time: 0.3470 last_time: 0.3496 data_time: 0.0139 last_data_time: 0.0223 lr: 0.01 max_mem: 5718M [03/23 04:15:47] d2.utils.events INFO: eta: 6:28:17 iter: 10539 total_loss: 0.04164 loss_cls: 0.01045 loss_box_reg: 0.02349 loss_rpn_cls: 0.002222 loss_rpn_loc: 0.001348 loss_D_img_s: 7.11e-06 time: 0.3469 last_time: 0.3590 data_time: 0.0200 last_data_time: 0.0180 lr: 0.01 max_mem: 5718M [03/23 04:15:54] d2.utils.events INFO: eta: 6:28:01 iter: 10559 total_loss: 0.03622 loss_cls: 0.008741 loss_box_reg: 0.02156 loss_rpn_cls: 0.002999 loss_rpn_loc: 0.001563 loss_D_img_s: 7.098e-06 time: 0.3470 last_time: 0.3396 data_time: 0.0174 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:16:01] d2.utils.events INFO: eta: 6:27:45 iter: 10579 total_loss: 0.03561 loss_cls: 0.008149 loss_box_reg: 0.02431 loss_rpn_cls: 0.002126 loss_rpn_loc: 0.00137 loss_D_img_s: 7.018e-06 time: 0.3469 last_time: 0.3272 data_time: 0.0112 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:16:08] d2.utils.events INFO: eta: 6:27:50 iter: 10599 total_loss: 0.03314 loss_cls: 0.008569 loss_box_reg: 0.02153 loss_rpn_cls: 0.001955 loss_rpn_loc: 0.00176 loss_D_img_s: 7.21e-06 time: 0.3469 last_time: 0.3449 data_time: 0.0163 last_data_time: 0.0229 lr: 0.01 max_mem: 5718M [03/23 04:16:14] d2.utils.events INFO: eta: 6:27:50 iter: 10619 total_loss: 0.0384 loss_cls: 0.008627 loss_box_reg: 0.02528 loss_rpn_cls: 0.002837 loss_rpn_loc: 0.001464 loss_D_img_s: 7.296e-06 time: 0.3469 last_time: 0.3023 data_time: 0.0138 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:16:21] d2.utils.events INFO: eta: 6:27:40 iter: 10639 total_loss: 0.03259 loss_cls: 0.007982 loss_box_reg: 0.02207 loss_rpn_cls: 0.001204 loss_rpn_loc: 0.001369 loss_D_img_s: 7.07e-06 time: 0.3469 last_time: 0.3210 data_time: 0.0138 last_data_time: 0.0217 lr: 0.01 max_mem: 5718M [03/23 04:16:28] d2.utils.events INFO: eta: 6:27:48 iter: 10659 total_loss: 0.03623 loss_cls: 0.007649 loss_box_reg: 0.02392 loss_rpn_cls: 0.002632 loss_rpn_loc: 0.001171 loss_D_img_s: 7.57e-06 time: 0.3469 last_time: 0.3720 data_time: 0.0156 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 04:16:35] d2.utils.events INFO: eta: 6:27:30 iter: 10679 total_loss: 0.03029 loss_cls: 0.00566 loss_box_reg: 0.02002 loss_rpn_cls: 0.001567 loss_rpn_loc: 0.001788 loss_D_img_s: 6.955e-06 time: 0.3469 last_time: 0.3465 data_time: 0.0201 last_data_time: 0.0172 lr: 0.01 max_mem: 5718M [03/23 04:16:41] d2.utils.events INFO: eta: 6:27:20 iter: 10699 total_loss: 0.04126 loss_cls: 0.007832 loss_box_reg: 0.02342 loss_rpn_cls: 0.001653 loss_rpn_loc: 0.001568 loss_D_img_s: 6.746e-06 time: 0.3469 last_time: 0.3670 data_time: 0.0197 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 04:16:48] d2.utils.events INFO: eta: 6:27:19 iter: 10719 total_loss: 0.03721 loss_cls: 0.008741 loss_box_reg: 0.02183 loss_rpn_cls: 0.0013 loss_rpn_loc: 0.001439 loss_D_img_s: 6.787e-06 time: 0.3468 last_time: 0.3583 data_time: 0.0150 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:16:55] d2.utils.events INFO: eta: 6:27:03 iter: 10739 total_loss: 0.03518 loss_cls: 0.007738 loss_box_reg: 0.02387 loss_rpn_cls: 0.001063 loss_rpn_loc: 0.001389 loss_D_img_s: 7.012e-06 time: 0.3468 last_time: 0.3610 data_time: 0.0179 last_data_time: 0.0124 lr: 0.01 max_mem: 5718M [03/23 04:17:01] d2.utils.events INFO: eta: 6:27:15 iter: 10759 total_loss: 0.04384 loss_cls: 0.007273 loss_box_reg: 0.02942 loss_rpn_cls: 0.001389 loss_rpn_loc: 0.001334 loss_D_img_s: 7.453e-06 time: 0.3468 last_time: 0.3380 data_time: 0.0139 last_data_time: 0.0192 lr: 0.01 max_mem: 5718M [03/23 04:17:08] d2.utils.events INFO: eta: 6:26:59 iter: 10779 total_loss: 0.03336 loss_cls: 0.007903 loss_box_reg: 0.02206 loss_rpn_cls: 0.001557 loss_rpn_loc: 0.001538 loss_D_img_s: 6.943e-06 time: 0.3468 last_time: 0.3128 data_time: 0.0124 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:17:15] d2.utils.events INFO: eta: 6:26:25 iter: 10799 total_loss: 0.02879 loss_cls: 0.006997 loss_box_reg: 0.01993 loss_rpn_cls: 0.002227 loss_rpn_loc: 0.001243 loss_D_img_s: 6.926e-06 time: 0.3467 last_time: 0.3315 data_time: 0.0100 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:17:21] d2.utils.events INFO: eta: 6:26:10 iter: 10819 total_loss: 0.0309 loss_cls: 0.00666 loss_box_reg: 0.01936 loss_rpn_cls: 0.001392 loss_rpn_loc: 0.001701 loss_D_img_s: 6.731e-06 time: 0.3467 last_time: 0.3260 data_time: 0.0111 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:17:28] d2.utils.events INFO: eta: 6:25:58 iter: 10839 total_loss: 0.04701 loss_cls: 0.01037 loss_box_reg: 0.02862 loss_rpn_cls: 0.003077 loss_rpn_loc: 0.002141 loss_D_img_s: 7.413e-06 time: 0.3467 last_time: 0.3433 data_time: 0.0238 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:17:35] d2.utils.events INFO: eta: 6:26:10 iter: 10859 total_loss: 0.03889 loss_cls: 0.008506 loss_box_reg: 0.02565 loss_rpn_cls: 0.002268 loss_rpn_loc: 0.001525 loss_D_img_s: 6.914e-06 time: 0.3467 last_time: 0.3274 data_time: 0.0120 last_data_time: 0.0138 lr: 0.01 max_mem: 5718M [03/23 04:17:42] d2.utils.events INFO: eta: 6:25:49 iter: 10879 total_loss: 0.03395 loss_cls: 0.005924 loss_box_reg: 0.02434 loss_rpn_cls: 0.001406 loss_rpn_loc: 0.001606 loss_D_img_s: 6.827e-06 time: 0.3466 last_time: 0.3248 data_time: 0.0192 last_data_time: 0.1166 lr: 0.01 max_mem: 5718M [03/23 04:17:49] d2.utils.events INFO: eta: 6:25:44 iter: 10899 total_loss: 0.03911 loss_cls: 0.007849 loss_box_reg: 0.02526 loss_rpn_cls: 0.002813 loss_rpn_loc: 0.001635 loss_D_img_s: 6.374e-06 time: 0.3466 last_time: 0.3174 data_time: 0.0155 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 04:17:55] d2.utils.events INFO: eta: 6:25:26 iter: 10919 total_loss: 0.03504 loss_cls: 0.007757 loss_box_reg: 0.02135 loss_rpn_cls: 0.002351 loss_rpn_loc: 0.001603 loss_D_img_s: 6.849e-06 time: 0.3466 last_time: 0.3170 data_time: 0.0221 last_data_time: 0.0228 lr: 0.01 max_mem: 5718M [03/23 04:18:02] d2.utils.events INFO: eta: 6:25:05 iter: 10939 total_loss: 0.03739 loss_cls: 0.008966 loss_box_reg: 0.02386 loss_rpn_cls: 0.002293 loss_rpn_loc: 0.001414 loss_D_img_s: 7.156e-06 time: 0.3466 last_time: 0.3159 data_time: 0.0117 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 04:18:09] d2.utils.events INFO: eta: 6:24:38 iter: 10959 total_loss: 0.03689 loss_cls: 0.007809 loss_box_reg: 0.02036 loss_rpn_cls: 0.001933 loss_rpn_loc: 0.0018 loss_D_img_s: 6.839e-06 time: 0.3466 last_time: 0.4949 data_time: 0.0118 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:18:16] d2.utils.events INFO: eta: 6:24:35 iter: 10979 total_loss: 0.03883 loss_cls: 0.008819 loss_box_reg: 0.02323 loss_rpn_cls: 0.002562 loss_rpn_loc: 0.001465 loss_D_img_s: 6.547e-06 time: 0.3466 last_time: 0.4857 data_time: 0.0148 last_data_time: 0.0132 lr: 0.01 max_mem: 5718M [03/23 04:18:23] d2.data.common INFO: Serializing the dataset using: [03/23 04:18:23] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:18:23] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:18:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:18:23] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:18:24] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0011 s/iter. Inference: 0.0537 s/iter. Eval: 0.0001 s/iter. Total: 0.0549 s/iter. ETA=0:00:21 [03/23 04:18:29] d2.evaluation.evaluator INFO: Inference done 83/410. Dataloading: 0.0161 s/iter. Inference: 0.0537 s/iter. Eval: 0.0001 s/iter. Total: 0.0699 s/iter. ETA=0:00:22 [03/23 04:18:34] d2.evaluation.evaluator INFO: Inference done 160/410. Dataloading: 0.0146 s/iter. Inference: 0.0530 s/iter. Eval: 0.0001 s/iter. Total: 0.0677 s/iter. ETA=0:00:16 [03/23 04:18:39] d2.evaluation.evaluator INFO: Inference done 231/410. Dataloading: 0.0156 s/iter. Inference: 0.0528 s/iter. Eval: 0.0001 s/iter. Total: 0.0686 s/iter. ETA=0:00:12 [03/23 04:18:44] d2.evaluation.evaluator INFO: Inference done 303/410. Dataloading: 0.0154 s/iter. Inference: 0.0535 s/iter. Eval: 0.0001 s/iter. Total: 0.0691 s/iter. ETA=0:00:07 [03/23 04:18:49] d2.evaluation.evaluator INFO: Inference done 381/410. Dataloading: 0.0138 s/iter. Inference: 0.0541 s/iter. Eval: 0.0002 s/iter. Total: 0.0681 s/iter. ETA=0:00:01 [03/23 04:18:51] d2.evaluation.evaluator INFO: Total inference time: 0:00:27.686205 (0.068361 s / iter per device, on 1 devices) [03/23 04:18:51] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.053903 s / iter per device, on 1 devices) [03/23 04:18:51] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:18:51] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:18:51] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:18:51] d2.evaluation.testing INFO: copypaste: 0.7646,3.9247,0.0366 [03/23 04:18:52] d2.data.common INFO: Serializing the dataset using: [03/23 04:18:52] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:18:52] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:18:52] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:18:52] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:18:54] d2.evaluation.evaluator INFO: Inference done 35/410. Dataloading: 0.0139 s/iter. Inference: 0.0558 s/iter. Eval: 0.0003 s/iter. Total: 0.0701 s/iter. ETA=0:00:26 [03/23 04:18:59] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0164 s/iter. Inference: 0.0540 s/iter. Eval: 0.0002 s/iter. Total: 0.0708 s/iter. ETA=0:00:21 [03/23 04:19:04] d2.evaluation.evaluator INFO: Inference done 185/410. Dataloading: 0.0131 s/iter. Inference: 0.0548 s/iter. Eval: 0.0002 s/iter. Total: 0.0682 s/iter. ETA=0:00:15 [03/23 04:19:10] d2.evaluation.evaluator INFO: Inference done 255/410. Dataloading: 0.0140 s/iter. Inference: 0.0552 s/iter. Eval: 0.0002 s/iter. Total: 0.0695 s/iter. ETA=0:00:10 [03/23 04:19:15] d2.evaluation.evaluator INFO: Inference done 330/410. Dataloading: 0.0135 s/iter. Inference: 0.0552 s/iter. Eval: 0.0002 s/iter. Total: 0.0690 s/iter. ETA=0:00:05 [03/23 04:19:20] d2.evaluation.evaluator INFO: Inference done 406/410. Dataloading: 0.0135 s/iter. Inference: 0.0547 s/iter. Eval: 0.0002 s/iter. Total: 0.0685 s/iter. ETA=0:00:00 [03/23 04:19:20] d2.evaluation.evaluator INFO: Total inference time: 0:00:27.712773 (0.068427 s / iter per device, on 1 devices) [03/23 04:19:20] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:22 (0.054628 s / iter per device, on 1 devices) [03/23 04:19:20] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:19:20] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:19:20] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:19:20] d2.evaluation.testing INFO: copypaste: 1.3253,7.5104,0.0329 [03/23 04:19:20] d2.utils.events INFO: eta: 6:24:39 iter: 10999 total_loss: 0.03296 loss_cls: 0.008225 loss_box_reg: 0.02472 loss_rpn_cls: 0.001972 loss_rpn_loc: 0.001398 loss_D_img_s: 6.979e-06 time: 0.3466 last_time: 0.3229 data_time: 0.0179 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 04:19:27] d2.utils.events INFO: eta: 6:24:30 iter: 11019 total_loss: 0.03428 loss_cls: 0.01024 loss_box_reg: 0.02398 loss_rpn_cls: 0.002732 loss_rpn_loc: 0.001327 loss_D_img_s: 7.136e-06 time: 0.3466 last_time: 0.3198 data_time: 0.0135 last_data_time: 0.0135 lr: 0.01 max_mem: 5718M [03/23 04:19:33] d2.utils.events INFO: eta: 6:23:49 iter: 11039 total_loss: 0.02803 loss_cls: 0.007113 loss_box_reg: 0.02003 loss_rpn_cls: 0.001132 loss_rpn_loc: 0.001173 loss_D_img_s: 6.811e-06 time: 0.3465 last_time: 0.3031 data_time: 0.0093 last_data_time: 0.0110 lr: 0.01 max_mem: 5718M [03/23 04:19:40] d2.utils.events INFO: eta: 6:23:55 iter: 11059 total_loss: 0.02827 loss_cls: 0.006426 loss_box_reg: 0.01973 loss_rpn_cls: 0.001698 loss_rpn_loc: 0.001409 loss_D_img_s: 6.597e-06 time: 0.3465 last_time: 0.3084 data_time: 0.0236 last_data_time: 0.0112 lr: 0.01 max_mem: 5718M [03/23 04:19:46] d2.utils.events INFO: eta: 6:23:18 iter: 11079 total_loss: 0.03568 loss_cls: 0.009446 loss_box_reg: 0.02122 loss_rpn_cls: 0.002462 loss_rpn_loc: 0.001403 loss_D_img_s: 7.157e-06 time: 0.3464 last_time: 0.3295 data_time: 0.0160 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:19:53] d2.utils.events INFO: eta: 6:23:13 iter: 11099 total_loss: 0.02901 loss_cls: 0.006449 loss_box_reg: 0.02026 loss_rpn_cls: 0.001119 loss_rpn_loc: 0.001143 loss_D_img_s: 6.663e-06 time: 0.3464 last_time: 0.3375 data_time: 0.0212 last_data_time: 0.0316 lr: 0.01 max_mem: 5718M [03/23 04:20:00] d2.utils.events INFO: eta: 6:22:42 iter: 11119 total_loss: 0.02903 loss_cls: 0.00752 loss_box_reg: 0.0204 loss_rpn_cls: 0.001202 loss_rpn_loc: 0.001498 loss_D_img_s: 6.4e-06 time: 0.3464 last_time: 0.3070 data_time: 0.0174 last_data_time: 0.0137 lr: 0.01 max_mem: 5718M [03/23 04:20:06] d2.utils.events INFO: eta: 6:22:44 iter: 11139 total_loss: 0.04023 loss_cls: 0.008315 loss_box_reg: 0.02701 loss_rpn_cls: 0.002142 loss_rpn_loc: 0.001996 loss_D_img_s: 6.38e-06 time: 0.3464 last_time: 0.3766 data_time: 0.0142 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:20:13] d2.utils.events INFO: eta: 6:22:25 iter: 11159 total_loss: 0.03355 loss_cls: 0.007674 loss_box_reg: 0.02117 loss_rpn_cls: 0.001751 loss_rpn_loc: 0.001285 loss_D_img_s: 6.84e-06 time: 0.3464 last_time: 0.3549 data_time: 0.0145 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:20:20] d2.utils.events INFO: eta: 6:22:16 iter: 11179 total_loss: 0.03893 loss_cls: 0.007797 loss_box_reg: 0.02563 loss_rpn_cls: 0.002203 loss_rpn_loc: 0.001666 loss_D_img_s: 6.539e-06 time: 0.3463 last_time: 0.3219 data_time: 0.0400 last_data_time: 0.0066 lr: 0.01 max_mem: 5718M [03/23 04:20:27] d2.utils.events INFO: eta: 6:22:11 iter: 11199 total_loss: 0.02616 loss_cls: 0.005886 loss_box_reg: 0.01744 loss_rpn_cls: 0.00152 loss_rpn_loc: 0.001482 loss_D_img_s: 6.701e-06 time: 0.3463 last_time: 0.3575 data_time: 0.0229 last_data_time: 0.0052 lr: 0.01 max_mem: 5718M [03/23 04:20:33] d2.utils.events INFO: eta: 6:22:05 iter: 11219 total_loss: 0.03629 loss_cls: 0.006989 loss_box_reg: 0.02216 loss_rpn_cls: 0.001147 loss_rpn_loc: 0.002211 loss_D_img_s: 6.659e-06 time: 0.3463 last_time: 0.3290 data_time: 0.0116 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 04:20:40] d2.utils.events INFO: eta: 6:22:00 iter: 11239 total_loss: 0.03799 loss_cls: 0.008304 loss_box_reg: 0.02373 loss_rpn_cls: 0.002071 loss_rpn_loc: 0.001261 loss_D_img_s: 6.943e-06 time: 0.3463 last_time: 0.3457 data_time: 0.0142 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 04:20:47] d2.utils.events INFO: eta: 6:21:51 iter: 11259 total_loss: 0.02952 loss_cls: 0.007588 loss_box_reg: 0.02034 loss_rpn_cls: 0.001279 loss_rpn_loc: 0.001294 loss_D_img_s: 6.919e-06 time: 0.3463 last_time: 0.3366 data_time: 0.0191 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:20:53] d2.utils.events INFO: eta: 6:21:18 iter: 11279 total_loss: 0.03985 loss_cls: 0.008779 loss_box_reg: 0.02506 loss_rpn_cls: 0.00256 loss_rpn_loc: 0.001645 loss_D_img_s: 6.687e-06 time: 0.3462 last_time: 0.3201 data_time: 0.0142 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:21:00] d2.utils.events INFO: eta: 6:21:20 iter: 11299 total_loss: 0.03304 loss_cls: 0.007104 loss_box_reg: 0.0211 loss_rpn_cls: 0.001554 loss_rpn_loc: 0.001671 loss_D_img_s: 6.566e-06 time: 0.3462 last_time: 0.3582 data_time: 0.0156 last_data_time: 0.0140 lr: 0.01 max_mem: 5718M [03/23 04:21:07] d2.utils.events INFO: eta: 6:21:16 iter: 11319 total_loss: 0.03252 loss_cls: 0.007083 loss_box_reg: 0.01936 loss_rpn_cls: 0.00127 loss_rpn_loc: 0.001224 loss_D_img_s: 6.673e-06 time: 0.3462 last_time: 0.3248 data_time: 0.0203 last_data_time: 0.0041 lr: 0.01 max_mem: 5718M [03/23 04:21:14] d2.utils.events INFO: eta: 6:20:55 iter: 11339 total_loss: 0.03545 loss_cls: 0.008928 loss_box_reg: 0.0211 loss_rpn_cls: 0.001716 loss_rpn_loc: 0.001344 loss_D_img_s: 6.745e-06 time: 0.3462 last_time: 0.3337 data_time: 0.0125 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:21:20] d2.utils.events INFO: eta: 6:20:42 iter: 11359 total_loss: 0.03859 loss_cls: 0.009335 loss_box_reg: 0.02457 loss_rpn_cls: 0.001647 loss_rpn_loc: 0.002343 loss_D_img_s: 7.225e-06 time: 0.3462 last_time: 0.3175 data_time: 0.0301 last_data_time: 0.0033 lr: 0.01 max_mem: 5718M [03/23 04:21:27] d2.utils.events INFO: eta: 6:20:41 iter: 11379 total_loss: 0.04417 loss_cls: 0.01175 loss_box_reg: 0.02299 loss_rpn_cls: 0.00263 loss_rpn_loc: 0.001206 loss_D_img_s: 6.579e-06 time: 0.3462 last_time: 0.3365 data_time: 0.0119 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:21:34] d2.utils.events INFO: eta: 6:20:17 iter: 11399 total_loss: 0.04157 loss_cls: 0.009104 loss_box_reg: 0.02816 loss_rpn_cls: 0.002061 loss_rpn_loc: 0.001586 loss_D_img_s: 6.843e-06 time: 0.3461 last_time: 0.3240 data_time: 0.0195 last_data_time: 0.0120 lr: 0.01 max_mem: 5718M [03/23 04:21:40] d2.utils.events INFO: eta: 6:19:48 iter: 11419 total_loss: 0.03493 loss_cls: 0.006998 loss_box_reg: 0.02209 loss_rpn_cls: 0.002133 loss_rpn_loc: 0.001147 loss_D_img_s: 6.69e-06 time: 0.3461 last_time: 0.3201 data_time: 0.0111 last_data_time: 0.0057 lr: 0.01 max_mem: 5718M [03/23 04:21:47] d2.utils.events INFO: eta: 6:19:40 iter: 11439 total_loss: 0.03232 loss_cls: 0.006298 loss_box_reg: 0.02248 loss_rpn_cls: 0.001058 loss_rpn_loc: 0.001374 loss_D_img_s: 6.985e-06 time: 0.3461 last_time: 0.3433 data_time: 0.0137 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 04:21:54] d2.utils.events INFO: eta: 6:19:33 iter: 11459 total_loss: 0.03685 loss_cls: 0.008503 loss_box_reg: 0.02296 loss_rpn_cls: 0.001317 loss_rpn_loc: 0.001432 loss_D_img_s: 6.965e-06 time: 0.3461 last_time: 0.3934 data_time: 0.0145 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:22:01] d2.utils.events INFO: eta: 6:19:28 iter: 11479 total_loss: 0.03712 loss_cls: 0.007181 loss_box_reg: 0.02531 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.001381 loss_D_img_s: 6.356e-06 time: 0.3461 last_time: 0.3458 data_time: 0.0193 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:22:07] d2.utils.events INFO: eta: 6:19:06 iter: 11499 total_loss: 0.04339 loss_cls: 0.008161 loss_box_reg: 0.03015 loss_rpn_cls: 0.001439 loss_rpn_loc: 0.001402 loss_D_img_s: 6.807e-06 time: 0.3461 last_time: 0.3734 data_time: 0.0308 last_data_time: 0.0056 lr: 0.01 max_mem: 5718M [03/23 04:22:14] d2.utils.events INFO: eta: 6:18:55 iter: 11519 total_loss: 0.03199 loss_cls: 0.00774 loss_box_reg: 0.02113 loss_rpn_cls: 0.001625 loss_rpn_loc: 0.001758 loss_D_img_s: 7.44e-06 time: 0.3460 last_time: 0.3250 data_time: 0.0164 last_data_time: 0.0137 lr: 0.01 max_mem: 5718M [03/23 04:22:21] d2.utils.events INFO: eta: 6:18:44 iter: 11539 total_loss: 0.04006 loss_cls: 0.009197 loss_box_reg: 0.02567 loss_rpn_cls: 0.002455 loss_rpn_loc: 0.001594 loss_D_img_s: 6.779e-06 time: 0.3460 last_time: 0.3337 data_time: 0.0267 last_data_time: 0.1711 lr: 0.01 max_mem: 5718M [03/23 04:22:27] d2.utils.events INFO: eta: 6:18:25 iter: 11559 total_loss: 0.03602 loss_cls: 0.008279 loss_box_reg: 0.02321 loss_rpn_cls: 0.001766 loss_rpn_loc: 0.001252 loss_D_img_s: 6.752e-06 time: 0.3460 last_time: 0.3222 data_time: 0.0175 last_data_time: 0.0389 lr: 0.01 max_mem: 5718M [03/23 04:22:34] d2.utils.events INFO: eta: 6:18:17 iter: 11579 total_loss: 0.04389 loss_cls: 0.01023 loss_box_reg: 0.02674 loss_rpn_cls: 0.00289 loss_rpn_loc: 0.00111 loss_D_img_s: 6.758e-06 time: 0.3460 last_time: 0.3468 data_time: 0.0171 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:22:41] d2.utils.events INFO: eta: 6:18:06 iter: 11599 total_loss: 0.03534 loss_cls: 0.007354 loss_box_reg: 0.02415 loss_rpn_cls: 0.001573 loss_rpn_loc: 0.001111 loss_D_img_s: 6.639e-06 time: 0.3459 last_time: 0.3514 data_time: 0.0206 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:22:48] d2.utils.events INFO: eta: 6:18:11 iter: 11619 total_loss: 0.03893 loss_cls: 0.008104 loss_box_reg: 0.0195 loss_rpn_cls: 0.002349 loss_rpn_loc: 0.00172 loss_D_img_s: 6.531e-06 time: 0.3460 last_time: 0.3182 data_time: 0.0173 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:22:55] d2.utils.events INFO: eta: 6:18:00 iter: 11639 total_loss: 0.03514 loss_cls: 0.007835 loss_box_reg: 0.02314 loss_rpn_cls: 0.001313 loss_rpn_loc: 0.001283 loss_D_img_s: 6.782e-06 time: 0.3459 last_time: 0.2955 data_time: 0.0206 last_data_time: 0.0272 lr: 0.01 max_mem: 5718M [03/23 04:23:01] d2.utils.events INFO: eta: 6:17:59 iter: 11659 total_loss: 0.03884 loss_cls: 0.008689 loss_box_reg: 0.02736 loss_rpn_cls: 0.001443 loss_rpn_loc: 0.001223 loss_D_img_s: 6.63e-06 time: 0.3459 last_time: 0.3436 data_time: 0.0169 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:23:08] d2.utils.events INFO: eta: 6:17:52 iter: 11679 total_loss: 0.03513 loss_cls: 0.007954 loss_box_reg: 0.02273 loss_rpn_cls: 0.001233 loss_rpn_loc: 0.001402 loss_D_img_s: 6.576e-06 time: 0.3459 last_time: 0.3160 data_time: 0.0128 last_data_time: 0.0121 lr: 0.01 max_mem: 5718M [03/23 04:23:15] d2.utils.events INFO: eta: 6:17:49 iter: 11699 total_loss: 0.03369 loss_cls: 0.006809 loss_box_reg: 0.02427 loss_rpn_cls: 0.001302 loss_rpn_loc: 0.001141 loss_D_img_s: 6.583e-06 time: 0.3459 last_time: 0.3479 data_time: 0.0142 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 04:23:21] d2.utils.events INFO: eta: 6:17:45 iter: 11719 total_loss: 0.03361 loss_cls: 0.008776 loss_box_reg: 0.02003 loss_rpn_cls: 0.001645 loss_rpn_loc: 0.001884 loss_D_img_s: 6.839e-06 time: 0.3459 last_time: 0.3397 data_time: 0.0185 last_data_time: 0.0118 lr: 0.01 max_mem: 5718M [03/23 04:23:28] d2.utils.events INFO: eta: 6:17:36 iter: 11739 total_loss: 0.04272 loss_cls: 0.01221 loss_box_reg: 0.02886 loss_rpn_cls: 0.001952 loss_rpn_loc: 0.001276 loss_D_img_s: 6.925e-06 time: 0.3458 last_time: 0.2955 data_time: 0.0157 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 04:23:35] d2.utils.events INFO: eta: 6:17:08 iter: 11759 total_loss: 0.03406 loss_cls: 0.007688 loss_box_reg: 0.023 loss_rpn_cls: 0.001725 loss_rpn_loc: 0.001417 loss_D_img_s: 6.239e-06 time: 0.3458 last_time: 0.3200 data_time: 0.0171 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 04:23:41] d2.utils.events INFO: eta: 6:17:01 iter: 11779 total_loss: 0.03287 loss_cls: 0.007899 loss_box_reg: 0.02281 loss_rpn_cls: 0.001048 loss_rpn_loc: 0.001673 loss_D_img_s: 6.599e-06 time: 0.3458 last_time: 0.3747 data_time: 0.0203 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:23:48] d2.utils.events INFO: eta: 6:17:04 iter: 11799 total_loss: 0.02977 loss_cls: 0.00608 loss_box_reg: 0.02155 loss_rpn_cls: 0.001214 loss_rpn_loc: 0.001483 loss_D_img_s: 6.56e-06 time: 0.3458 last_time: 0.3502 data_time: 0.0233 last_data_time: 0.0121 lr: 0.01 max_mem: 5718M [03/23 04:23:55] d2.utils.events INFO: eta: 6:16:58 iter: 11819 total_loss: 0.03814 loss_cls: 0.007525 loss_box_reg: 0.02452 loss_rpn_cls: 0.001482 loss_rpn_loc: 0.0017 loss_D_img_s: 6.568e-06 time: 0.3458 last_time: 0.3704 data_time: 0.0195 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:24:02] d2.utils.events INFO: eta: 6:16:46 iter: 11839 total_loss: 0.03275 loss_cls: 0.006314 loss_box_reg: 0.02285 loss_rpn_cls: 0.001216 loss_rpn_loc: 0.001496 loss_D_img_s: 6.712e-06 time: 0.3458 last_time: 0.3312 data_time: 0.0190 last_data_time: 0.0948 lr: 0.01 max_mem: 5718M [03/23 04:24:08] d2.utils.events INFO: eta: 6:16:27 iter: 11859 total_loss: 0.04705 loss_cls: 0.007821 loss_box_reg: 0.02744 loss_rpn_cls: 0.003097 loss_rpn_loc: 0.00185 loss_D_img_s: 6.297e-06 time: 0.3457 last_time: 0.3198 data_time: 0.0191 last_data_time: 0.0119 lr: 0.01 max_mem: 5718M [03/23 04:24:15] d2.utils.events INFO: eta: 6:16:15 iter: 11879 total_loss: 0.03408 loss_cls: 0.007643 loss_box_reg: 0.0207 loss_rpn_cls: 0.002129 loss_rpn_loc: 0.00129 loss_D_img_s: 6.62e-06 time: 0.3457 last_time: 0.4340 data_time: 0.0171 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 04:24:22] d2.utils.events INFO: eta: 6:15:39 iter: 11899 total_loss: 0.03077 loss_cls: 0.007052 loss_box_reg: 0.02123 loss_rpn_cls: 0.00212 loss_rpn_loc: 0.00117 loss_D_img_s: 6.142e-06 time: 0.3457 last_time: 0.3192 data_time: 0.0108 last_data_time: 0.0061 lr: 0.01 max_mem: 5718M [03/23 04:24:28] d2.utils.events INFO: eta: 6:15:18 iter: 11919 total_loss: 0.02866 loss_cls: 0.00743 loss_box_reg: 0.01989 loss_rpn_cls: 0.001948 loss_rpn_loc: 0.001386 loss_D_img_s: 6.238e-06 time: 0.3457 last_time: 0.3279 data_time: 0.0155 last_data_time: 0.0109 lr: 0.01 max_mem: 5718M [03/23 04:24:35] d2.utils.events INFO: eta: 6:15:18 iter: 11939 total_loss: 0.02978 loss_cls: 0.00477 loss_box_reg: 0.02247 loss_rpn_cls: 0.0006715 loss_rpn_loc: 0.001658 loss_D_img_s: 6.745e-06 time: 0.3456 last_time: 0.3193 data_time: 0.0159 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 04:24:42] d2.utils.events INFO: eta: 6:15:27 iter: 11959 total_loss: 0.0312 loss_cls: 0.008249 loss_box_reg: 0.02035 loss_rpn_cls: 0.001783 loss_rpn_loc: 0.001428 loss_D_img_s: 6.23e-06 time: 0.3456 last_time: 0.3229 data_time: 0.0151 last_data_time: 0.0104 lr: 0.01 max_mem: 5718M [03/23 04:24:48] d2.utils.events INFO: eta: 6:15:05 iter: 11979 total_loss: 0.0342 loss_cls: 0.007994 loss_box_reg: 0.02042 loss_rpn_cls: 0.001828 loss_rpn_loc: 0.001958 loss_D_img_s: 6.34e-06 time: 0.3456 last_time: 0.3312 data_time: 0.0093 last_data_time: 0.0119 lr: 0.01 max_mem: 5718M [03/23 04:24:55] d2.data.common INFO: Serializing the dataset using: [03/23 04:24:55] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:24:55] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:24:55] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:24:55] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:24:57] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0070 s/iter. Inference: 0.0557 s/iter. Eval: 0.0002 s/iter. Total: 0.0628 s/iter. ETA=0:00:25 [03/23 04:25:02] d2.evaluation.evaluator INFO: Inference done 84/410. Dataloading: 0.0117 s/iter. Inference: 0.0566 s/iter. Eval: 0.0002 s/iter. Total: 0.0685 s/iter. ETA=0:00:22 [03/23 04:25:07] d2.evaluation.evaluator INFO: Inference done 153/410. Dataloading: 0.0146 s/iter. Inference: 0.0558 s/iter. Eval: 0.0002 s/iter. Total: 0.0707 s/iter. ETA=0:00:18 [03/23 04:25:12] d2.evaluation.evaluator INFO: Inference done 226/410. Dataloading: 0.0137 s/iter. Inference: 0.0563 s/iter. Eval: 0.0002 s/iter. Total: 0.0702 s/iter. ETA=0:00:12 [03/23 04:25:17] d2.evaluation.evaluator INFO: Inference done 297/410. Dataloading: 0.0133 s/iter. Inference: 0.0570 s/iter. Eval: 0.0002 s/iter. Total: 0.0705 s/iter. ETA=0:00:07 [03/23 04:25:22] d2.evaluation.evaluator INFO: Inference done 371/410. Dataloading: 0.0132 s/iter. Inference: 0.0566 s/iter. Eval: 0.0002 s/iter. Total: 0.0701 s/iter. ETA=0:00:02 [03/23 04:25:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:28.124380 (0.069443 s / iter per device, on 1 devices) [03/23 04:25:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:22 (0.056579 s / iter per device, on 1 devices) [03/23 04:25:25] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:25:25] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:25:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:25:25] d2.evaluation.testing INFO: copypaste: 1.6019,8.7357,0.0000 [03/23 04:25:25] d2.data.common INFO: Serializing the dataset using: [03/23 04:25:25] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:25:25] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:25:25] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:25:25] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:25:27] d2.evaluation.evaluator INFO: Inference done 25/410. Dataloading: 0.0227 s/iter. Inference: 0.0593 s/iter. Eval: 0.0002 s/iter. Total: 0.0822 s/iter. ETA=0:00:31 [03/23 04:25:32] d2.evaluation.evaluator INFO: Inference done 97/410. Dataloading: 0.0114 s/iter. Inference: 0.0609 s/iter. Eval: 0.0002 s/iter. Total: 0.0725 s/iter. ETA=0:00:22 [03/23 04:25:37] d2.evaluation.evaluator INFO: Inference done 168/410. Dataloading: 0.0128 s/iter. Inference: 0.0587 s/iter. Eval: 0.0002 s/iter. Total: 0.0718 s/iter. ETA=0:00:17 [03/23 04:25:42] d2.evaluation.evaluator INFO: Inference done 241/410. Dataloading: 0.0127 s/iter. Inference: 0.0577 s/iter. Eval: 0.0003 s/iter. Total: 0.0708 s/iter. ETA=0:00:11 [03/23 04:25:47] d2.evaluation.evaluator INFO: Inference done 311/410. Dataloading: 0.0133 s/iter. Inference: 0.0574 s/iter. Eval: 0.0002 s/iter. Total: 0.0711 s/iter. ETA=0:00:07 [03/23 04:25:52] d2.evaluation.evaluator INFO: Inference done 384/410. Dataloading: 0.0136 s/iter. Inference: 0.0568 s/iter. Eval: 0.0002 s/iter. Total: 0.0707 s/iter. ETA=0:00:01 [03/23 04:25:54] d2.evaluation.evaluator INFO: Total inference time: 0:00:28.353131 (0.070008 s / iter per device, on 1 devices) [03/23 04:25:54] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:22 (0.056498 s / iter per device, on 1 devices) [03/23 04:25:54] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:25:54] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:25:54] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:25:54] d2.evaluation.testing INFO: copypaste: 0.9493,5.1971,0.0428 [03/23 04:25:54] d2.utils.events INFO: eta: 6:14:54 iter: 11999 total_loss: 0.03387 loss_cls: 0.007668 loss_box_reg: 0.02327 loss_rpn_cls: 0.001525 loss_rpn_loc: 0.001227 loss_D_img_s: 6.476e-06 time: 0.3456 last_time: 0.3599 data_time: 0.0160 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 04:26:00] d2.utils.events INFO: eta: 6:15:03 iter: 12019 total_loss: 0.04457 loss_cls: 0.01046 loss_box_reg: 0.02921 loss_rpn_cls: 0.00233 loss_rpn_loc: 0.001735 loss_D_img_s: 6.498e-06 time: 0.3456 last_time: 0.3594 data_time: 0.0239 last_data_time: 0.0263 lr: 0.01 max_mem: 5718M [03/23 04:26:07] d2.utils.events INFO: eta: 6:15:06 iter: 12039 total_loss: 0.03327 loss_cls: 0.005572 loss_box_reg: 0.0241 loss_rpn_cls: 0.002318 loss_rpn_loc: 0.001785 loss_D_img_s: 6.594e-06 time: 0.3455 last_time: 0.2994 data_time: 0.0209 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 04:26:14] d2.utils.events INFO: eta: 6:14:47 iter: 12059 total_loss: 0.02841 loss_cls: 0.006414 loss_box_reg: 0.01926 loss_rpn_cls: 0.00105 loss_rpn_loc: 0.001105 loss_D_img_s: 6.389e-06 time: 0.3455 last_time: 0.3627 data_time: 0.0157 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 04:26:20] d2.utils.events INFO: eta: 6:14:43 iter: 12079 total_loss: 0.04548 loss_cls: 0.01231 loss_box_reg: 0.0247 loss_rpn_cls: 0.002169 loss_rpn_loc: 0.00185 loss_D_img_s: 6.839e-06 time: 0.3455 last_time: 0.3293 data_time: 0.0199 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:26:27] d2.utils.events INFO: eta: 6:14:52 iter: 12099 total_loss: 0.03495 loss_cls: 0.009388 loss_box_reg: 0.02171 loss_rpn_cls: 0.00146 loss_rpn_loc: 0.001367 loss_D_img_s: 6.43e-06 time: 0.3455 last_time: 0.3294 data_time: 0.0188 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:26:34] d2.utils.events INFO: eta: 6:14:30 iter: 12119 total_loss: 0.03065 loss_cls: 0.007436 loss_box_reg: 0.02004 loss_rpn_cls: 0.001457 loss_rpn_loc: 0.001596 loss_D_img_s: 6.452e-06 time: 0.3455 last_time: 0.3151 data_time: 0.0142 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 04:26:40] d2.utils.events INFO: eta: 6:14:31 iter: 12139 total_loss: 0.0333 loss_cls: 0.009313 loss_box_reg: 0.0205 loss_rpn_cls: 0.00171 loss_rpn_loc: 0.001246 loss_D_img_s: 6.834e-06 time: 0.3455 last_time: 0.3531 data_time: 0.0111 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 04:26:47] d2.utils.events INFO: eta: 6:14:14 iter: 12159 total_loss: 0.03742 loss_cls: 0.008833 loss_box_reg: 0.02542 loss_rpn_cls: 0.001142 loss_rpn_loc: 0.001438 loss_D_img_s: 6.347e-06 time: 0.3454 last_time: 0.3374 data_time: 0.0211 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:26:54] d2.utils.events INFO: eta: 6:14:12 iter: 12179 total_loss: 0.03607 loss_cls: 0.006976 loss_box_reg: 0.02515 loss_rpn_cls: 0.001529 loss_rpn_loc: 0.001586 loss_D_img_s: 6.816e-06 time: 0.3454 last_time: 0.3204 data_time: 0.0126 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:27:00] d2.utils.events INFO: eta: 6:14:12 iter: 12199 total_loss: 0.03049 loss_cls: 0.008264 loss_box_reg: 0.02184 loss_rpn_cls: 0.001419 loss_rpn_loc: 0.001559 loss_D_img_s: 6.773e-06 time: 0.3454 last_time: 0.3235 data_time: 0.0215 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 04:27:08] d2.utils.events INFO: eta: 6:14:01 iter: 12219 total_loss: 0.03106 loss_cls: 0.00719 loss_box_reg: 0.02174 loss_rpn_cls: 0.001191 loss_rpn_loc: 0.001593 loss_D_img_s: 6.224e-06 time: 0.3454 last_time: 0.3581 data_time: 0.0213 last_data_time: 0.0297 lr: 0.01 max_mem: 5718M [03/23 04:27:14] d2.utils.events INFO: eta: 6:13:34 iter: 12239 total_loss: 0.03418 loss_cls: 0.006787 loss_box_reg: 0.02359 loss_rpn_cls: 0.001062 loss_rpn_loc: 0.001402 loss_D_img_s: 6.712e-06 time: 0.3454 last_time: 0.3072 data_time: 0.0167 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:27:21] d2.utils.events INFO: eta: 6:13:24 iter: 12259 total_loss: 0.03622 loss_cls: 0.009458 loss_box_reg: 0.02158 loss_rpn_cls: 0.001259 loss_rpn_loc: 0.001122 loss_D_img_s: 6.575e-06 time: 0.3454 last_time: 0.3270 data_time: 0.0162 last_data_time: 0.0056 lr: 0.01 max_mem: 5718M [03/23 04:27:27] d2.utils.events INFO: eta: 6:13:17 iter: 12279 total_loss: 0.03411 loss_cls: 0.008076 loss_box_reg: 0.01922 loss_rpn_cls: 0.002345 loss_rpn_loc: 0.001598 loss_D_img_s: 6.599e-06 time: 0.3454 last_time: 0.3632 data_time: 0.0193 last_data_time: 0.0258 lr: 0.01 max_mem: 5718M [03/23 04:27:34] d2.utils.events INFO: eta: 6:13:06 iter: 12299 total_loss: 0.03204 loss_cls: 0.009127 loss_box_reg: 0.02288 loss_rpn_cls: 0.002035 loss_rpn_loc: 0.001417 loss_D_img_s: 6.421e-06 time: 0.3453 last_time: 0.3258 data_time: 0.0161 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:27:41] d2.utils.events INFO: eta: 6:12:59 iter: 12319 total_loss: 0.04065 loss_cls: 0.009398 loss_box_reg: 0.0238 loss_rpn_cls: 0.002456 loss_rpn_loc: 0.001506 loss_D_img_s: 6.551e-06 time: 0.3453 last_time: 0.3329 data_time: 0.0127 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:27:48] d2.utils.events INFO: eta: 6:13:01 iter: 12339 total_loss: 0.0356 loss_cls: 0.008115 loss_box_reg: 0.0248 loss_rpn_cls: 0.00197 loss_rpn_loc: 0.001241 loss_D_img_s: 6.446e-06 time: 0.3453 last_time: 0.3548 data_time: 0.0199 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:27:55] d2.utils.events INFO: eta: 6:13:06 iter: 12359 total_loss: 0.02995 loss_cls: 0.0074 loss_box_reg: 0.0191 loss_rpn_cls: 0.001886 loss_rpn_loc: 0.001132 loss_D_img_s: 6.01e-06 time: 0.3453 last_time: 0.3939 data_time: 0.0142 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 04:28:01] d2.utils.events INFO: eta: 6:13:00 iter: 12379 total_loss: 0.03288 loss_cls: 0.006867 loss_box_reg: 0.02237 loss_rpn_cls: 0.001608 loss_rpn_loc: 0.001543 loss_D_img_s: 6.304e-06 time: 0.3453 last_time: 0.3170 data_time: 0.0135 last_data_time: 0.0328 lr: 0.01 max_mem: 5718M [03/23 04:28:08] d2.utils.events INFO: eta: 6:13:08 iter: 12399 total_loss: 0.0265 loss_cls: 0.005202 loss_box_reg: 0.01864 loss_rpn_cls: 0.001105 loss_rpn_loc: 0.00111 loss_D_img_s: 6.68e-06 time: 0.3453 last_time: 0.3291 data_time: 0.0243 last_data_time: 0.0132 lr: 0.01 max_mem: 5718M [03/23 04:28:15] d2.utils.events INFO: eta: 6:13:17 iter: 12419 total_loss: 0.03155 loss_cls: 0.006949 loss_box_reg: 0.01998 loss_rpn_cls: 0.0009278 loss_rpn_loc: 0.00159 loss_D_img_s: 6.093e-06 time: 0.3453 last_time: 0.3286 data_time: 0.0137 last_data_time: 0.0268 lr: 0.01 max_mem: 5718M [03/23 04:28:22] d2.utils.events INFO: eta: 6:13:14 iter: 12439 total_loss: 0.03587 loss_cls: 0.008696 loss_box_reg: 0.02175 loss_rpn_cls: 0.002719 loss_rpn_loc: 0.001757 loss_D_img_s: 6.631e-06 time: 0.3453 last_time: 0.3556 data_time: 0.0200 last_data_time: 0.0067 lr: 0.01 max_mem: 5718M [03/23 04:28:29] d2.utils.events INFO: eta: 6:12:57 iter: 12459 total_loss: 0.03015 loss_cls: 0.005298 loss_box_reg: 0.02126 loss_rpn_cls: 0.001884 loss_rpn_loc: 0.001301 loss_D_img_s: 6.308e-06 time: 0.3453 last_time: 0.3223 data_time: 0.0187 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:28:36] d2.utils.events INFO: eta: 6:12:50 iter: 12479 total_loss: 0.03872 loss_cls: 0.008247 loss_box_reg: 0.02139 loss_rpn_cls: 0.002292 loss_rpn_loc: 0.001268 loss_D_img_s: 6.324e-06 time: 0.3453 last_time: 0.3378 data_time: 0.0225 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:28:42] d2.utils.events INFO: eta: 6:12:43 iter: 12499 total_loss: 0.03188 loss_cls: 0.007127 loss_box_reg: 0.0203 loss_rpn_cls: 0.001923 loss_rpn_loc: 0.001185 loss_D_img_s: 6.074e-06 time: 0.3453 last_time: 0.3694 data_time: 0.0105 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:28:49] d2.utils.events INFO: eta: 6:12:44 iter: 12519 total_loss: 0.03472 loss_cls: 0.00797 loss_box_reg: 0.0207 loss_rpn_cls: 0.002272 loss_rpn_loc: 0.001448 loss_D_img_s: 5.828e-06 time: 0.3453 last_time: 0.3467 data_time: 0.0220 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 04:28:56] d2.utils.events INFO: eta: 6:12:46 iter: 12539 total_loss: 0.0397 loss_cls: 0.00857 loss_box_reg: 0.02603 loss_rpn_cls: 0.001511 loss_rpn_loc: 0.001638 loss_D_img_s: 6.262e-06 time: 0.3453 last_time: 0.3374 data_time: 0.0242 last_data_time: 0.0486 lr: 0.01 max_mem: 5718M [03/23 04:29:03] d2.utils.events INFO: eta: 6:12:55 iter: 12559 total_loss: 0.02753 loss_cls: 0.006032 loss_box_reg: 0.0191 loss_rpn_cls: 0.001178 loss_rpn_loc: 0.00117 loss_D_img_s: 5.898e-06 time: 0.3453 last_time: 0.3474 data_time: 0.0274 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 04:29:10] d2.utils.events INFO: eta: 6:12:52 iter: 12579 total_loss: 0.03462 loss_cls: 0.009004 loss_box_reg: 0.02051 loss_rpn_cls: 0.002859 loss_rpn_loc: 0.001733 loss_D_img_s: 6.351e-06 time: 0.3453 last_time: 0.3178 data_time: 0.0146 last_data_time: 0.0143 lr: 0.01 max_mem: 5718M [03/23 04:29:17] d2.utils.events INFO: eta: 6:12:52 iter: 12599 total_loss: 0.03166 loss_cls: 0.007815 loss_box_reg: 0.02183 loss_rpn_cls: 0.001171 loss_rpn_loc: 0.001539 loss_D_img_s: 5.873e-06 time: 0.3453 last_time: 0.3277 data_time: 0.0154 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:29:24] d2.utils.events INFO: eta: 6:12:54 iter: 12619 total_loss: 0.03739 loss_cls: 0.00969 loss_box_reg: 0.02442 loss_rpn_cls: 0.002338 loss_rpn_loc: 0.00138 loss_D_img_s: 6.175e-06 time: 0.3453 last_time: 0.3646 data_time: 0.0304 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:29:31] d2.utils.events INFO: eta: 6:13:02 iter: 12639 total_loss: 0.03234 loss_cls: 0.007588 loss_box_reg: 0.02118 loss_rpn_cls: 0.002087 loss_rpn_loc: 0.001671 loss_D_img_s: 6.002e-06 time: 0.3452 last_time: 0.3424 data_time: 0.0142 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:29:37] d2.utils.events INFO: eta: 6:12:56 iter: 12659 total_loss: 0.03075 loss_cls: 0.007027 loss_box_reg: 0.01899 loss_rpn_cls: 0.00185 loss_rpn_loc: 0.001967 loss_D_img_s: 5.971e-06 time: 0.3452 last_time: 0.3640 data_time: 0.0211 last_data_time: 0.0315 lr: 0.01 max_mem: 5718M [03/23 04:29:44] d2.utils.events INFO: eta: 6:12:57 iter: 12679 total_loss: 0.03062 loss_cls: 0.007262 loss_box_reg: 0.02071 loss_rpn_cls: 0.001521 loss_rpn_loc: 0.001138 loss_D_img_s: 6.004e-06 time: 0.3452 last_time: 0.3495 data_time: 0.0192 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:29:51] d2.utils.events INFO: eta: 6:13:01 iter: 12699 total_loss: 0.04114 loss_cls: 0.009587 loss_box_reg: 0.02522 loss_rpn_cls: 0.00271 loss_rpn_loc: 0.001104 loss_D_img_s: 6.003e-06 time: 0.3452 last_time: 0.3448 data_time: 0.0166 last_data_time: 0.0106 lr: 0.01 max_mem: 5718M [03/23 04:29:58] d2.utils.events INFO: eta: 6:12:55 iter: 12719 total_loss: 0.02822 loss_cls: 0.004753 loss_box_reg: 0.02031 loss_rpn_cls: 0.001485 loss_rpn_loc: 0.001504 loss_D_img_s: 6.006e-06 time: 0.3452 last_time: 0.3433 data_time: 0.0245 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 04:30:05] d2.utils.events INFO: eta: 6:12:58 iter: 12739 total_loss: 0.03098 loss_cls: 0.006754 loss_box_reg: 0.02123 loss_rpn_cls: 0.001519 loss_rpn_loc: 0.001055 loss_D_img_s: 6.657e-06 time: 0.3452 last_time: 0.3557 data_time: 0.0215 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 04:30:12] d2.utils.events INFO: eta: 6:13:08 iter: 12759 total_loss: 0.03403 loss_cls: 0.009838 loss_box_reg: 0.02188 loss_rpn_cls: 0.002111 loss_rpn_loc: 0.001511 loss_D_img_s: 6.27e-06 time: 0.3452 last_time: 0.3244 data_time: 0.0175 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:30:18] d2.utils.events INFO: eta: 6:13:23 iter: 12779 total_loss: 0.03501 loss_cls: 0.006372 loss_box_reg: 0.02428 loss_rpn_cls: 0.001919 loss_rpn_loc: 0.00127 loss_D_img_s: 6.042e-06 time: 0.3452 last_time: 0.3441 data_time: 0.0136 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:30:25] d2.utils.events INFO: eta: 6:13:42 iter: 12799 total_loss: 0.02568 loss_cls: 0.005228 loss_box_reg: 0.01707 loss_rpn_cls: 0.001167 loss_rpn_loc: 0.001105 loss_D_img_s: 6.537e-06 time: 0.3452 last_time: 0.3233 data_time: 0.0205 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:30:32] d2.utils.events INFO: eta: 6:13:27 iter: 12819 total_loss: 0.0303 loss_cls: 0.006634 loss_box_reg: 0.02002 loss_rpn_cls: 0.001542 loss_rpn_loc: 0.001617 loss_D_img_s: 5.807e-06 time: 0.3452 last_time: 0.3217 data_time: 0.0187 last_data_time: 0.0189 lr: 0.01 max_mem: 5718M [03/23 04:30:39] d2.utils.events INFO: eta: 6:13:41 iter: 12839 total_loss: 0.0303 loss_cls: 0.006942 loss_box_reg: 0.02083 loss_rpn_cls: 0.001812 loss_rpn_loc: 0.001323 loss_D_img_s: 6.017e-06 time: 0.3452 last_time: 0.3313 data_time: 0.0212 last_data_time: 0.0098 lr: 0.01 max_mem: 5718M [03/23 04:30:46] d2.utils.events INFO: eta: 6:13:46 iter: 12859 total_loss: 0.04344 loss_cls: 0.01176 loss_box_reg: 0.02688 loss_rpn_cls: 0.002643 loss_rpn_loc: 0.001466 loss_D_img_s: 5.881e-06 time: 0.3452 last_time: 0.3239 data_time: 0.0158 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:30:52] d2.utils.events INFO: eta: 6:13:52 iter: 12879 total_loss: 0.03561 loss_cls: 0.008287 loss_box_reg: 0.02445 loss_rpn_cls: 0.002064 loss_rpn_loc: 0.00163 loss_D_img_s: 6.247e-06 time: 0.3451 last_time: 0.3038 data_time: 0.0268 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 04:31:00] d2.utils.events INFO: eta: 6:14:03 iter: 12899 total_loss: 0.03895 loss_cls: 0.009432 loss_box_reg: 0.02483 loss_rpn_cls: 0.001849 loss_rpn_loc: 0.001375 loss_D_img_s: 5.763e-06 time: 0.3452 last_time: 0.3579 data_time: 0.0199 last_data_time: 0.0643 lr: 0.01 max_mem: 5718M [03/23 04:31:07] d2.utils.events INFO: eta: 6:14:11 iter: 12919 total_loss: 0.02659 loss_cls: 0.005882 loss_box_reg: 0.01801 loss_rpn_cls: 0.001 loss_rpn_loc: 0.001394 loss_D_img_s: 5.84e-06 time: 0.3452 last_time: 0.3824 data_time: 0.0150 last_data_time: 0.0295 lr: 0.01 max_mem: 5718M [03/23 04:31:13] d2.utils.events INFO: eta: 6:13:56 iter: 12939 total_loss: 0.0395 loss_cls: 0.007527 loss_box_reg: 0.02295 loss_rpn_cls: 0.001588 loss_rpn_loc: 0.001489 loss_D_img_s: 5.875e-06 time: 0.3452 last_time: 0.3373 data_time: 0.0133 last_data_time: 0.0270 lr: 0.01 max_mem: 5718M [03/23 04:31:20] d2.utils.events INFO: eta: 6:13:37 iter: 12959 total_loss: 0.02694 loss_cls: 0.006253 loss_box_reg: 0.01849 loss_rpn_cls: 0.001354 loss_rpn_loc: 0.001454 loss_D_img_s: 6.027e-06 time: 0.3451 last_time: 0.3239 data_time: 0.0136 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:31:27] d2.utils.events INFO: eta: 6:13:43 iter: 12979 total_loss: 0.03304 loss_cls: 0.009336 loss_box_reg: 0.02055 loss_rpn_cls: 0.00132 loss_rpn_loc: 0.0008484 loss_D_img_s: 6.17e-06 time: 0.3452 last_time: 0.3304 data_time: 0.0102 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 04:31:34] d2.data.common INFO: Serializing the dataset using: [03/23 04:31:34] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:31:34] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:31:34] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:31:34] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:31:35] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0133 s/iter. Inference: 0.0531 s/iter. Eval: 0.0002 s/iter. Total: 0.0666 s/iter. ETA=0:00:26 [03/23 04:31:40] d2.evaluation.evaluator INFO: Inference done 85/410. Dataloading: 0.0167 s/iter. Inference: 0.0510 s/iter. Eval: 0.0004 s/iter. Total: 0.0680 s/iter. ETA=0:00:22 [03/23 04:31:45] d2.evaluation.evaluator INFO: Inference done 169/410. Dataloading: 0.0124 s/iter. Inference: 0.0515 s/iter. Eval: 0.0003 s/iter. Total: 0.0642 s/iter. ETA=0:00:15 [03/23 04:31:50] d2.evaluation.evaluator INFO: Inference done 249/410. Dataloading: 0.0122 s/iter. Inference: 0.0512 s/iter. Eval: 0.0002 s/iter. Total: 0.0637 s/iter. ETA=0:00:10 [03/23 04:31:55] d2.evaluation.evaluator INFO: Inference done 333/410. Dataloading: 0.0120 s/iter. Inference: 0.0505 s/iter. Eval: 0.0002 s/iter. Total: 0.0628 s/iter. ETA=0:00:04 [03/23 04:32:00] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.408883 (0.062738 s / iter per device, on 1 devices) [03/23 04:32:00] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.050288 s / iter per device, on 1 devices) [03/23 04:32:00] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:32:00] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:32:00] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:32:00] d2.evaluation.testing INFO: copypaste: 0.5343,2.8320,0.0215 [03/23 04:32:00] d2.data.common INFO: Serializing the dataset using: [03/23 04:32:00] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:32:00] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:32:00] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:32:00] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:32:02] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0183 s/iter. Inference: 0.0515 s/iter. Eval: 0.0002 s/iter. Total: 0.0700 s/iter. ETA=0:00:27 [03/23 04:32:07] d2.evaluation.evaluator INFO: Inference done 89/410. Dataloading: 0.0137 s/iter. Inference: 0.0512 s/iter. Eval: 0.0002 s/iter. Total: 0.0651 s/iter. ETA=0:00:20 [03/23 04:32:12] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0121 s/iter. Inference: 0.0514 s/iter. Eval: 0.0002 s/iter. Total: 0.0638 s/iter. ETA=0:00:15 [03/23 04:32:17] d2.evaluation.evaluator INFO: Inference done 248/410. Dataloading: 0.0123 s/iter. Inference: 0.0514 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:10 [03/23 04:32:22] d2.evaluation.evaluator INFO: Inference done 325/410. Dataloading: 0.0122 s/iter. Inference: 0.0519 s/iter. Eval: 0.0002 s/iter. Total: 0.0644 s/iter. ETA=0:00:05 [03/23 04:32:27] d2.evaluation.evaluator INFO: Inference done 406/410. Dataloading: 0.0112 s/iter. Inference: 0.0525 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:00 [03/23 04:32:27] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.912905 (0.063982 s / iter per device, on 1 devices) [03/23 04:32:27] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052404 s / iter per device, on 1 devices) [03/23 04:32:27] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:32:27] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:32:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:32:27] d2.evaluation.testing INFO: copypaste: 0.7252,4.8605,0.0400 [03/23 04:32:27] d2.utils.events INFO: eta: 6:13:42 iter: 12999 total_loss: 0.0298 loss_cls: 0.006551 loss_box_reg: 0.02065 loss_rpn_cls: 0.00239 loss_rpn_loc: 0.001153 loss_D_img_s: 6.139e-06 time: 0.3452 last_time: 0.3390 data_time: 0.0088 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 04:32:34] d2.utils.events INFO: eta: 6:14:02 iter: 13019 total_loss: 0.03807 loss_cls: 0.009027 loss_box_reg: 0.02801 loss_rpn_cls: 0.002414 loss_rpn_loc: 0.001556 loss_D_img_s: 5.852e-06 time: 0.3451 last_time: 0.3573 data_time: 0.0142 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:32:41] d2.utils.events INFO: eta: 6:14:14 iter: 13039 total_loss: 0.02508 loss_cls: 0.006112 loss_box_reg: 0.01499 loss_rpn_cls: 0.001206 loss_rpn_loc: 0.001589 loss_D_img_s: 5.644e-06 time: 0.3451 last_time: 0.2992 data_time: 0.0201 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 04:32:48] d2.utils.events INFO: eta: 6:14:35 iter: 13059 total_loss: 0.04907 loss_cls: 0.01352 loss_box_reg: 0.02725 loss_rpn_cls: 0.003374 loss_rpn_loc: 0.001686 loss_D_img_s: 6.091e-06 time: 0.3451 last_time: 0.3074 data_time: 0.0198 last_data_time: 0.0171 lr: 0.01 max_mem: 5718M [03/23 04:32:54] d2.utils.events INFO: eta: 6:14:38 iter: 13079 total_loss: 0.02623 loss_cls: 0.006435 loss_box_reg: 0.01836 loss_rpn_cls: 0.001534 loss_rpn_loc: 0.00123 loss_D_img_s: 5.915e-06 time: 0.3451 last_time: 0.3391 data_time: 0.0149 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 04:33:01] d2.utils.events INFO: eta: 6:14:33 iter: 13099 total_loss: 0.04033 loss_cls: 0.008775 loss_box_reg: 0.02468 loss_rpn_cls: 0.002929 loss_rpn_loc: 0.001557 loss_D_img_s: 6.076e-06 time: 0.3451 last_time: 0.3402 data_time: 0.0187 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 04:33:08] d2.utils.events INFO: eta: 6:14:29 iter: 13119 total_loss: 0.02773 loss_cls: 0.005994 loss_box_reg: 0.02164 loss_rpn_cls: 0.001675 loss_rpn_loc: 0.00132 loss_D_img_s: 5.849e-06 time: 0.3451 last_time: 0.3455 data_time: 0.0146 last_data_time: 0.0128 lr: 0.01 max_mem: 5718M [03/23 04:33:15] d2.utils.events INFO: eta: 6:14:31 iter: 13139 total_loss: 0.02305 loss_cls: 0.004939 loss_box_reg: 0.0148 loss_rpn_cls: 0.001008 loss_rpn_loc: 0.001379 loss_D_img_s: 6.097e-06 time: 0.3451 last_time: 0.3678 data_time: 0.0188 last_data_time: 0.0106 lr: 0.01 max_mem: 5718M [03/23 04:33:22] d2.utils.events INFO: eta: 6:14:29 iter: 13159 total_loss: 0.02512 loss_cls: 0.006284 loss_box_reg: 0.01807 loss_rpn_cls: 0.0011 loss_rpn_loc: 0.001499 loss_D_img_s: 5.995e-06 time: 0.3451 last_time: 0.3292 data_time: 0.0144 last_data_time: 0.0194 lr: 0.01 max_mem: 5718M [03/23 04:33:29] d2.utils.events INFO: eta: 6:14:45 iter: 13179 total_loss: 0.03523 loss_cls: 0.009418 loss_box_reg: 0.02378 loss_rpn_cls: 0.001689 loss_rpn_loc: 0.002113 loss_D_img_s: 5.515e-06 time: 0.3451 last_time: 0.3349 data_time: 0.0136 last_data_time: 0.0067 lr: 0.01 max_mem: 5718M [03/23 04:33:35] d2.utils.events INFO: eta: 6:14:12 iter: 13199 total_loss: 0.02866 loss_cls: 0.006615 loss_box_reg: 0.02019 loss_rpn_cls: 0.0009736 loss_rpn_loc: 0.001258 loss_D_img_s: 5.787e-06 time: 0.3451 last_time: 0.3740 data_time: 0.0145 last_data_time: 0.0242 lr: 0.01 max_mem: 5718M [03/23 04:33:42] d2.utils.events INFO: eta: 6:14:33 iter: 13219 total_loss: 0.02754 loss_cls: 0.006409 loss_box_reg: 0.01962 loss_rpn_cls: 0.0008519 loss_rpn_loc: 0.001611 loss_D_img_s: 5.798e-06 time: 0.3451 last_time: 0.3221 data_time: 0.0127 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:33:49] d2.utils.events INFO: eta: 6:14:28 iter: 13239 total_loss: 0.03629 loss_cls: 0.007627 loss_box_reg: 0.02619 loss_rpn_cls: 0.001301 loss_rpn_loc: 0.001552 loss_D_img_s: 5.765e-06 time: 0.3451 last_time: 0.3212 data_time: 0.0145 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 04:33:56] d2.utils.events INFO: eta: 6:14:18 iter: 13259 total_loss: 0.0316 loss_cls: 0.007523 loss_box_reg: 0.02146 loss_rpn_cls: 0.001998 loss_rpn_loc: 0.001359 loss_D_img_s: 5.612e-06 time: 0.3450 last_time: 0.3395 data_time: 0.0096 last_data_time: 0.0068 lr: 0.01 max_mem: 5718M [03/23 04:34:03] d2.utils.events INFO: eta: 6:14:19 iter: 13279 total_loss: 0.02943 loss_cls: 0.006003 loss_box_reg: 0.01951 loss_rpn_cls: 0.001051 loss_rpn_loc: 0.001013 loss_D_img_s: 5.91e-06 time: 0.3450 last_time: 0.3355 data_time: 0.0180 last_data_time: 0.0373 lr: 0.01 max_mem: 5718M [03/23 04:34:09] d2.utils.events INFO: eta: 6:14:18 iter: 13299 total_loss: 0.03248 loss_cls: 0.007789 loss_box_reg: 0.02155 loss_rpn_cls: 0.001119 loss_rpn_loc: 0.001167 loss_D_img_s: 5.825e-06 time: 0.3450 last_time: 0.3138 data_time: 0.0237 last_data_time: 0.0267 lr: 0.01 max_mem: 5718M [03/23 04:34:16] d2.utils.events INFO: eta: 6:14:01 iter: 13319 total_loss: 0.03036 loss_cls: 0.007553 loss_box_reg: 0.02054 loss_rpn_cls: 0.001396 loss_rpn_loc: 0.001126 loss_D_img_s: 5.634e-06 time: 0.3450 last_time: 0.3276 data_time: 0.0154 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:34:23] d2.utils.events INFO: eta: 6:13:53 iter: 13339 total_loss: 0.02786 loss_cls: 0.005955 loss_box_reg: 0.01861 loss_rpn_cls: 0.002402 loss_rpn_loc: 0.001647 loss_D_img_s: 5.902e-06 time: 0.3450 last_time: 0.3484 data_time: 0.0275 last_data_time: 0.0259 lr: 0.01 max_mem: 5718M [03/23 04:34:29] d2.utils.events INFO: eta: 6:13:44 iter: 13359 total_loss: 0.03514 loss_cls: 0.007859 loss_box_reg: 0.023 loss_rpn_cls: 0.001928 loss_rpn_loc: 0.001622 loss_D_img_s: 5.702e-06 time: 0.3450 last_time: 0.3218 data_time: 0.0221 last_data_time: 0.0101 lr: 0.01 max_mem: 5718M [03/23 04:34:36] d2.utils.events INFO: eta: 6:13:33 iter: 13379 total_loss: 0.03247 loss_cls: 0.006267 loss_box_reg: 0.0217 loss_rpn_cls: 0.001862 loss_rpn_loc: 0.001559 loss_D_img_s: 5.671e-06 time: 0.3450 last_time: 0.3200 data_time: 0.0098 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:34:43] d2.utils.events INFO: eta: 6:13:32 iter: 13399 total_loss: 0.0336 loss_cls: 0.007503 loss_box_reg: 0.0224 loss_rpn_cls: 0.002003 loss_rpn_loc: 0.001647 loss_D_img_s: 5.86e-06 time: 0.3450 last_time: 0.3311 data_time: 0.0216 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 04:34:50] d2.utils.events INFO: eta: 6:13:27 iter: 13419 total_loss: 0.02734 loss_cls: 0.006064 loss_box_reg: 0.02031 loss_rpn_cls: 0.001444 loss_rpn_loc: 0.001185 loss_D_img_s: 5.829e-06 time: 0.3450 last_time: 0.3658 data_time: 0.0147 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:34:57] d2.utils.events INFO: eta: 6:13:13 iter: 13439 total_loss: 0.03723 loss_cls: 0.008469 loss_box_reg: 0.02125 loss_rpn_cls: 0.002844 loss_rpn_loc: 0.002258 loss_D_img_s: 5.803e-06 time: 0.3449 last_time: 0.3160 data_time: 0.0216 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 04:35:03] d2.utils.events INFO: eta: 6:13:16 iter: 13459 total_loss: 0.02746 loss_cls: 0.006704 loss_box_reg: 0.01895 loss_rpn_cls: 0.001084 loss_rpn_loc: 0.001344 loss_D_img_s: 5.503e-06 time: 0.3449 last_time: 0.3170 data_time: 0.0221 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 04:35:10] d2.utils.events INFO: eta: 6:13:07 iter: 13479 total_loss: 0.03244 loss_cls: 0.007708 loss_box_reg: 0.02279 loss_rpn_cls: 0.001981 loss_rpn_loc: 0.001358 loss_D_img_s: 5.585e-06 time: 0.3449 last_time: 0.3391 data_time: 0.0205 last_data_time: 0.0392 lr: 0.01 max_mem: 5718M [03/23 04:35:17] d2.utils.events INFO: eta: 6:12:59 iter: 13499 total_loss: 0.02736 loss_cls: 0.005803 loss_box_reg: 0.01868 loss_rpn_cls: 0.001333 loss_rpn_loc: 0.001102 loss_D_img_s: 5.506e-06 time: 0.3449 last_time: 0.3229 data_time: 0.0120 last_data_time: 0.0135 lr: 0.01 max_mem: 5718M [03/23 04:35:24] d2.utils.events INFO: eta: 6:12:43 iter: 13519 total_loss: 0.02802 loss_cls: 0.005765 loss_box_reg: 0.01945 loss_rpn_cls: 0.001089 loss_rpn_loc: 0.001047 loss_D_img_s: 5.939e-06 time: 0.3449 last_time: 0.3373 data_time: 0.0178 last_data_time: 0.0240 lr: 0.01 max_mem: 5718M [03/23 04:35:30] d2.utils.events INFO: eta: 6:12:18 iter: 13539 total_loss: 0.03226 loss_cls: 0.007246 loss_box_reg: 0.01874 loss_rpn_cls: 0.00182 loss_rpn_loc: 0.001421 loss_D_img_s: 5.4e-06 time: 0.3449 last_time: 0.3313 data_time: 0.0170 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 04:35:37] d2.utils.events INFO: eta: 6:12:28 iter: 13559 total_loss: 0.03157 loss_cls: 0.006613 loss_box_reg: 0.02085 loss_rpn_cls: 0.001918 loss_rpn_loc: 0.001445 loss_D_img_s: 5.559e-06 time: 0.3449 last_time: 0.3383 data_time: 0.0182 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 04:35:44] d2.utils.events INFO: eta: 6:12:30 iter: 13579 total_loss: 0.02675 loss_cls: 0.007119 loss_box_reg: 0.01776 loss_rpn_cls: 0.001787 loss_rpn_loc: 0.001455 loss_D_img_s: 5.714e-06 time: 0.3449 last_time: 0.3193 data_time: 0.0205 last_data_time: 0.0226 lr: 0.01 max_mem: 5718M [03/23 04:35:51] d2.utils.events INFO: eta: 6:11:56 iter: 13599 total_loss: 0.03178 loss_cls: 0.006335 loss_box_reg: 0.02242 loss_rpn_cls: 0.00153 loss_rpn_loc: 0.001317 loss_D_img_s: 5.432e-06 time: 0.3449 last_time: 0.3166 data_time: 0.0307 last_data_time: 0.0190 lr: 0.01 max_mem: 5718M [03/23 04:35:58] d2.utils.events INFO: eta: 6:11:45 iter: 13619 total_loss: 0.02741 loss_cls: 0.006155 loss_box_reg: 0.01821 loss_rpn_cls: 0.00186 loss_rpn_loc: 0.001152 loss_D_img_s: 5.637e-06 time: 0.3449 last_time: 0.3569 data_time: 0.0138 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:36:04] d2.utils.events INFO: eta: 6:11:41 iter: 13639 total_loss: 0.04198 loss_cls: 0.009972 loss_box_reg: 0.02319 loss_rpn_cls: 0.002753 loss_rpn_loc: 0.001497 loss_D_img_s: 5.446e-06 time: 0.3448 last_time: 0.3458 data_time: 0.0160 last_data_time: 0.0174 lr: 0.01 max_mem: 5718M [03/23 04:36:11] d2.utils.events INFO: eta: 6:11:45 iter: 13659 total_loss: 0.03862 loss_cls: 0.008711 loss_box_reg: 0.02558 loss_rpn_cls: 0.002134 loss_rpn_loc: 0.001891 loss_D_img_s: 5.602e-06 time: 0.3448 last_time: 0.3322 data_time: 0.0177 last_data_time: 0.0277 lr: 0.01 max_mem: 5718M [03/23 04:36:18] d2.utils.events INFO: eta: 6:11:49 iter: 13679 total_loss: 0.03282 loss_cls: 0.007675 loss_box_reg: 0.01933 loss_rpn_cls: 0.001224 loss_rpn_loc: 0.001468 loss_D_img_s: 5.926e-06 time: 0.3448 last_time: 0.3242 data_time: 0.0156 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:36:25] d2.utils.events INFO: eta: 6:11:12 iter: 13699 total_loss: 0.03013 loss_cls: 0.007728 loss_box_reg: 0.01994 loss_rpn_cls: 0.0009815 loss_rpn_loc: 0.001532 loss_D_img_s: 5.849e-06 time: 0.3448 last_time: 0.3356 data_time: 0.0217 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 04:36:32] d2.utils.events INFO: eta: 6:10:54 iter: 13719 total_loss: 0.04693 loss_cls: 0.01116 loss_box_reg: 0.02811 loss_rpn_cls: 0.002524 loss_rpn_loc: 0.00179 loss_D_img_s: 5.809e-06 time: 0.3448 last_time: 0.3341 data_time: 0.0136 last_data_time: 0.0189 lr: 0.01 max_mem: 5718M [03/23 04:36:38] d2.utils.events INFO: eta: 6:10:47 iter: 13739 total_loss: 0.03165 loss_cls: 0.006715 loss_box_reg: 0.02033 loss_rpn_cls: 0.00129 loss_rpn_loc: 0.001389 loss_D_img_s: 5.969e-06 time: 0.3448 last_time: 0.3012 data_time: 0.0183 last_data_time: 0.0365 lr: 0.01 max_mem: 5718M [03/23 04:36:45] d2.utils.events INFO: eta: 6:10:38 iter: 13759 total_loss: 0.0311 loss_cls: 0.006548 loss_box_reg: 0.02186 loss_rpn_cls: 0.001416 loss_rpn_loc: 0.001022 loss_D_img_s: 5.747e-06 time: 0.3448 last_time: 0.3228 data_time: 0.0216 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:36:52] d2.utils.events INFO: eta: 6:10:17 iter: 13779 total_loss: 0.02903 loss_cls: 0.007281 loss_box_reg: 0.02059 loss_rpn_cls: 0.001055 loss_rpn_loc: 0.001285 loss_D_img_s: 5.539e-06 time: 0.3448 last_time: 0.3307 data_time: 0.0207 last_data_time: 0.0043 lr: 0.01 max_mem: 5718M [03/23 04:36:59] d2.utils.events INFO: eta: 6:10:10 iter: 13799 total_loss: 0.03341 loss_cls: 0.007935 loss_box_reg: 0.02311 loss_rpn_cls: 0.001328 loss_rpn_loc: 0.001371 loss_D_img_s: 5.668e-06 time: 0.3448 last_time: 0.3631 data_time: 0.0208 last_data_time: 0.0331 lr: 0.01 max_mem: 5718M [03/23 04:37:05] d2.utils.events INFO: eta: 6:10:03 iter: 13819 total_loss: 0.03125 loss_cls: 0.006547 loss_box_reg: 0.02095 loss_rpn_cls: 0.001439 loss_rpn_loc: 0.001073 loss_D_img_s: 5.235e-06 time: 0.3448 last_time: 0.4194 data_time: 0.0153 last_data_time: 0.0196 lr: 0.01 max_mem: 5718M [03/23 04:37:12] d2.utils.events INFO: eta: 6:09:47 iter: 13839 total_loss: 0.02798 loss_cls: 0.007162 loss_box_reg: 0.02021 loss_rpn_cls: 0.001368 loss_rpn_loc: 0.001264 loss_D_img_s: 5.482e-06 time: 0.3448 last_time: 0.3274 data_time: 0.0179 last_data_time: 0.0227 lr: 0.01 max_mem: 5718M [03/23 04:37:19] d2.utils.events INFO: eta: 6:09:48 iter: 13859 total_loss: 0.03636 loss_cls: 0.007962 loss_box_reg: 0.02452 loss_rpn_cls: 0.001819 loss_rpn_loc: 0.001142 loss_D_img_s: 5.297e-06 time: 0.3447 last_time: 0.3587 data_time: 0.0192 last_data_time: 0.0121 lr: 0.01 max_mem: 5718M [03/23 04:37:26] d2.utils.events INFO: eta: 6:09:43 iter: 13879 total_loss: 0.02976 loss_cls: 0.006708 loss_box_reg: 0.0203 loss_rpn_cls: 0.001904 loss_rpn_loc: 0.001346 loss_D_img_s: 5.455e-06 time: 0.3447 last_time: 0.3108 data_time: 0.0238 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 04:37:33] d2.utils.events INFO: eta: 6:09:41 iter: 13899 total_loss: 0.02692 loss_cls: 0.006134 loss_box_reg: 0.02018 loss_rpn_cls: 0.0009227 loss_rpn_loc: 0.001571 loss_D_img_s: 5.465e-06 time: 0.3447 last_time: 0.3287 data_time: 0.0128 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:37:39] d2.utils.events INFO: eta: 6:09:31 iter: 13919 total_loss: 0.03614 loss_cls: 0.01068 loss_box_reg: 0.02263 loss_rpn_cls: 0.002416 loss_rpn_loc: 0.001752 loss_D_img_s: 5.467e-06 time: 0.3447 last_time: 0.3224 data_time: 0.0211 last_data_time: 0.0450 lr: 0.01 max_mem: 5718M [03/23 04:37:47] d2.utils.events INFO: eta: 6:09:33 iter: 13939 total_loss: 0.02708 loss_cls: 0.006148 loss_box_reg: 0.01811 loss_rpn_cls: 0.001921 loss_rpn_loc: 0.00131 loss_D_img_s: 5.278e-06 time: 0.3448 last_time: 0.3072 data_time: 0.0260 last_data_time: 0.0491 lr: 0.01 max_mem: 5718M [03/23 04:37:53] d2.utils.events INFO: eta: 6:09:25 iter: 13959 total_loss: 0.03411 loss_cls: 0.007819 loss_box_reg: 0.02059 loss_rpn_cls: 0.002061 loss_rpn_loc: 0.001333 loss_D_img_s: 5.656e-06 time: 0.3447 last_time: 0.3290 data_time: 0.0332 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:38:00] d2.utils.events INFO: eta: 6:09:20 iter: 13979 total_loss: 0.03034 loss_cls: 0.007 loss_box_reg: 0.0203 loss_rpn_cls: 0.001451 loss_rpn_loc: 0.001562 loss_D_img_s: 5.533e-06 time: 0.3447 last_time: 0.3289 data_time: 0.0211 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 04:38:07] d2.data.common INFO: Serializing the dataset using: [03/23 04:38:07] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:38:07] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:38:07] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:38:07] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:38:08] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0029 s/iter. Inference: 0.0504 s/iter. Eval: 0.0002 s/iter. Total: 0.0535 s/iter. ETA=0:00:21 [03/23 04:38:13] d2.evaluation.evaluator INFO: Inference done 88/410. Dataloading: 0.0128 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0647 s/iter. ETA=0:00:20 [03/23 04:38:18] d2.evaluation.evaluator INFO: Inference done 171/410. Dataloading: 0.0111 s/iter. Inference: 0.0517 s/iter. Eval: 0.0002 s/iter. Total: 0.0630 s/iter. ETA=0:00:15 [03/23 04:38:23] d2.evaluation.evaluator INFO: Inference done 254/410. Dataloading: 0.0105 s/iter. Inference: 0.0514 s/iter. Eval: 0.0002 s/iter. Total: 0.0622 s/iter. ETA=0:00:09 [03/23 04:38:28] d2.evaluation.evaluator INFO: Inference done 337/410. Dataloading: 0.0100 s/iter. Inference: 0.0515 s/iter. Eval: 0.0002 s/iter. Total: 0.0618 s/iter. ETA=0:00:04 [03/23 04:38:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:24.948902 (0.061602 s / iter per device, on 1 devices) [03/23 04:38:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051091 s / iter per device, on 1 devices) [03/23 04:38:33] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:38:33] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:38:33] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:38:33] d2.evaluation.testing INFO: copypaste: 0.6451,2.9725,0.0785 [03/23 04:38:33] d2.data.common INFO: Serializing the dataset using: [03/23 04:38:33] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:38:33] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:38:33] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:38:33] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:38:34] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0043 s/iter. Inference: 0.0581 s/iter. Eval: 0.0003 s/iter. Total: 0.0627 s/iter. ETA=0:00:25 [03/23 04:38:39] d2.evaluation.evaluator INFO: Inference done 88/410. Dataloading: 0.0122 s/iter. Inference: 0.0532 s/iter. Eval: 0.0002 s/iter. Total: 0.0656 s/iter. ETA=0:00:21 [03/23 04:38:44] d2.evaluation.evaluator INFO: Inference done 169/410. Dataloading: 0.0112 s/iter. Inference: 0.0523 s/iter. Eval: 0.0002 s/iter. Total: 0.0638 s/iter. ETA=0:00:15 [03/23 04:38:49] d2.evaluation.evaluator INFO: Inference done 244/410. Dataloading: 0.0129 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0648 s/iter. ETA=0:00:10 [03/23 04:38:54] d2.evaluation.evaluator INFO: Inference done 318/410. Dataloading: 0.0134 s/iter. Inference: 0.0518 s/iter. Eval: 0.0002 s/iter. Total: 0.0656 s/iter. ETA=0:00:06 [03/23 04:39:00] d2.evaluation.evaluator INFO: Inference done 397/410. Dataloading: 0.0134 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0653 s/iter. ETA=0:00:00 [03/23 04:39:00] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.449795 (0.065308 s / iter per device, on 1 devices) [03/23 04:39:00] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051555 s / iter per device, on 1 devices) [03/23 04:39:01] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:39:01] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:39:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:39:01] d2.evaluation.testing INFO: copypaste: 0.7622,4.5443,0.0447 [03/23 04:39:01] d2.utils.events INFO: eta: 6:09:05 iter: 13999 total_loss: 0.03687 loss_cls: 0.008393 loss_box_reg: 0.02401 loss_rpn_cls: 0.002539 loss_rpn_loc: 0.001439 loss_D_img_s: 6.037e-06 time: 0.3447 last_time: 0.3559 data_time: 0.0268 last_data_time: 0.0112 lr: 0.01 max_mem: 5718M [03/23 04:39:07] d2.utils.events INFO: eta: 6:08:40 iter: 14019 total_loss: 0.03525 loss_cls: 0.007365 loss_box_reg: 0.02375 loss_rpn_cls: 0.001742 loss_rpn_loc: 0.00108 loss_D_img_s: 5.471e-06 time: 0.3447 last_time: 0.3082 data_time: 0.0141 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:39:14] d2.utils.events INFO: eta: 6:08:33 iter: 14039 total_loss: 0.02567 loss_cls: 0.005553 loss_box_reg: 0.01853 loss_rpn_cls: 0.001386 loss_rpn_loc: 0.00126 loss_D_img_s: 5.697e-06 time: 0.3447 last_time: 0.3514 data_time: 0.0285 last_data_time: 0.0997 lr: 0.01 max_mem: 5718M [03/23 04:39:21] d2.utils.events INFO: eta: 6:07:58 iter: 14059 total_loss: 0.03242 loss_cls: 0.009417 loss_box_reg: 0.02008 loss_rpn_cls: 0.002286 loss_rpn_loc: 0.001456 loss_D_img_s: 5.767e-06 time: 0.3447 last_time: 0.3276 data_time: 0.0160 last_data_time: 0.0102 lr: 0.01 max_mem: 5718M [03/23 04:39:27] d2.utils.events INFO: eta: 6:07:51 iter: 14079 total_loss: 0.02817 loss_cls: 0.006663 loss_box_reg: 0.01854 loss_rpn_cls: 0.001724 loss_rpn_loc: 0.001296 loss_D_img_s: 5.443e-06 time: 0.3447 last_time: 0.3303 data_time: 0.0172 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 04:39:34] d2.utils.events INFO: eta: 6:07:29 iter: 14099 total_loss: 0.02516 loss_cls: 0.006217 loss_box_reg: 0.01724 loss_rpn_cls: 0.001095 loss_rpn_loc: 0.001855 loss_D_img_s: 5.298e-06 time: 0.3446 last_time: 0.3525 data_time: 0.0149 last_data_time: 0.0125 lr: 0.01 max_mem: 5718M [03/23 04:39:40] d2.utils.events INFO: eta: 6:07:21 iter: 14119 total_loss: 0.03102 loss_cls: 0.00761 loss_box_reg: 0.01829 loss_rpn_cls: 0.001395 loss_rpn_loc: 0.001335 loss_D_img_s: 5.728e-06 time: 0.3446 last_time: 0.3239 data_time: 0.0113 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:39:47] d2.utils.events INFO: eta: 6:06:46 iter: 14139 total_loss: 0.02945 loss_cls: 0.006929 loss_box_reg: 0.01656 loss_rpn_cls: 0.002098 loss_rpn_loc: 0.001572 loss_D_img_s: 5.398e-06 time: 0.3446 last_time: 0.3295 data_time: 0.0216 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:39:54] d2.utils.events INFO: eta: 6:06:40 iter: 14159 total_loss: 0.03229 loss_cls: 0.007033 loss_box_reg: 0.02166 loss_rpn_cls: 0.001332 loss_rpn_loc: 0.001573 loss_D_img_s: 5.319e-06 time: 0.3446 last_time: 0.3428 data_time: 0.0095 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:40:01] d2.utils.events INFO: eta: 6:06:25 iter: 14179 total_loss: 0.03613 loss_cls: 0.01009 loss_box_reg: 0.02483 loss_rpn_cls: 0.002164 loss_rpn_loc: 0.001605 loss_D_img_s: 5.36e-06 time: 0.3446 last_time: 0.3308 data_time: 0.0168 last_data_time: 0.0049 lr: 0.01 max_mem: 5718M [03/23 04:40:07] d2.utils.events INFO: eta: 6:06:10 iter: 14199 total_loss: 0.03587 loss_cls: 0.009169 loss_box_reg: 0.02089 loss_rpn_cls: 0.002046 loss_rpn_loc: 0.001689 loss_D_img_s: 5.616e-06 time: 0.3446 last_time: 0.3126 data_time: 0.0126 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:40:14] d2.utils.events INFO: eta: 6:05:53 iter: 14219 total_loss: 0.02591 loss_cls: 0.006844 loss_box_reg: 0.01806 loss_rpn_cls: 0.0006936 loss_rpn_loc: 0.001395 loss_D_img_s: 5.404e-06 time: 0.3446 last_time: 0.3569 data_time: 0.0267 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 04:40:21] d2.utils.events INFO: eta: 6:05:57 iter: 14239 total_loss: 0.02766 loss_cls: 0.005545 loss_box_reg: 0.02072 loss_rpn_cls: 0.001198 loss_rpn_loc: 0.001174 loss_D_img_s: 5.459e-06 time: 0.3445 last_time: 0.3336 data_time: 0.0171 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 04:40:28] d2.utils.events INFO: eta: 6:05:59 iter: 14259 total_loss: 0.02649 loss_cls: 0.006362 loss_box_reg: 0.01623 loss_rpn_cls: 0.001238 loss_rpn_loc: 0.001042 loss_D_img_s: 5.509e-06 time: 0.3445 last_time: 0.3515 data_time: 0.0211 last_data_time: 0.0508 lr: 0.01 max_mem: 5718M [03/23 04:40:34] d2.utils.events INFO: eta: 6:05:48 iter: 14279 total_loss: 0.03865 loss_cls: 0.008887 loss_box_reg: 0.02736 loss_rpn_cls: 0.001723 loss_rpn_loc: 0.002081 loss_D_img_s: 5.561e-06 time: 0.3445 last_time: 0.3339 data_time: 0.0155 last_data_time: 0.0154 lr: 0.01 max_mem: 5718M [03/23 04:40:41] d2.utils.events INFO: eta: 6:05:50 iter: 14299 total_loss: 0.04014 loss_cls: 0.009494 loss_box_reg: 0.02273 loss_rpn_cls: 0.002986 loss_rpn_loc: 0.001473 loss_D_img_s: 5.308e-06 time: 0.3445 last_time: 0.3340 data_time: 0.0179 last_data_time: 0.0187 lr: 0.01 max_mem: 5718M [03/23 04:40:48] d2.utils.events INFO: eta: 6:05:50 iter: 14319 total_loss: 0.0347 loss_cls: 0.006745 loss_box_reg: 0.0251 loss_rpn_cls: 0.001006 loss_rpn_loc: 0.001289 loss_D_img_s: 5.448e-06 time: 0.3445 last_time: 0.3494 data_time: 0.0304 last_data_time: 0.0276 lr: 0.01 max_mem: 5718M [03/23 04:40:55] d2.utils.events INFO: eta: 6:05:41 iter: 14339 total_loss: 0.03378 loss_cls: 0.009261 loss_box_reg: 0.01824 loss_rpn_cls: 0.002274 loss_rpn_loc: 0.001327 loss_D_img_s: 5.502e-06 time: 0.3445 last_time: 0.3448 data_time: 0.0134 last_data_time: 0.0370 lr: 0.01 max_mem: 5718M [03/23 04:41:02] d2.utils.events INFO: eta: 6:05:38 iter: 14359 total_loss: 0.04213 loss_cls: 0.01086 loss_box_reg: 0.02502 loss_rpn_cls: 0.002188 loss_rpn_loc: 0.001558 loss_D_img_s: 5.772e-06 time: 0.3445 last_time: 0.3507 data_time: 0.0146 last_data_time: 0.0180 lr: 0.01 max_mem: 5718M [03/23 04:41:08] d2.utils.events INFO: eta: 6:05:23 iter: 14379 total_loss: 0.03544 loss_cls: 0.01044 loss_box_reg: 0.02309 loss_rpn_cls: 0.002492 loss_rpn_loc: 0.001319 loss_D_img_s: 5.7e-06 time: 0.3445 last_time: 0.3198 data_time: 0.0114 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 04:41:15] d2.utils.events INFO: eta: 6:05:01 iter: 14399 total_loss: 0.03214 loss_cls: 0.005803 loss_box_reg: 0.02391 loss_rpn_cls: 0.001306 loss_rpn_loc: 0.001529 loss_D_img_s: 5.67e-06 time: 0.3444 last_time: 0.3310 data_time: 0.0139 last_data_time: 0.0187 lr: 0.01 max_mem: 5718M [03/23 04:41:21] d2.utils.events INFO: eta: 6:04:40 iter: 14419 total_loss: 0.03709 loss_cls: 0.006382 loss_box_reg: 0.02788 loss_rpn_cls: 0.002351 loss_rpn_loc: 0.001581 loss_D_img_s: 5.438e-06 time: 0.3444 last_time: 0.3191 data_time: 0.0127 last_data_time: 0.0106 lr: 0.01 max_mem: 5718M [03/23 04:41:28] d2.utils.events INFO: eta: 6:04:42 iter: 14439 total_loss: 0.02984 loss_cls: 0.00762 loss_box_reg: 0.01833 loss_rpn_cls: 0.002219 loss_rpn_loc: 0.001246 loss_D_img_s: 5.493e-06 time: 0.3444 last_time: 0.3397 data_time: 0.0210 last_data_time: 0.0115 lr: 0.01 max_mem: 5718M [03/23 04:41:35] d2.utils.events INFO: eta: 6:04:25 iter: 14459 total_loss: 0.03269 loss_cls: 0.007267 loss_box_reg: 0.02151 loss_rpn_cls: 0.001698 loss_rpn_loc: 0.001211 loss_D_img_s: 5.605e-06 time: 0.3444 last_time: 0.3250 data_time: 0.0131 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 04:41:41] d2.utils.events INFO: eta: 6:03:56 iter: 14479 total_loss: 0.03467 loss_cls: 0.009206 loss_box_reg: 0.02153 loss_rpn_cls: 0.002032 loss_rpn_loc: 0.001175 loss_D_img_s: 5.644e-06 time: 0.3444 last_time: 0.3354 data_time: 0.0226 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:41:48] d2.utils.events INFO: eta: 6:03:53 iter: 14499 total_loss: 0.02686 loss_cls: 0.006179 loss_box_reg: 0.01729 loss_rpn_cls: 0.001225 loss_rpn_loc: 0.001261 loss_D_img_s: 5.471e-06 time: 0.3444 last_time: 0.3354 data_time: 0.0198 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 04:41:55] d2.utils.events INFO: eta: 6:04:05 iter: 14519 total_loss: 0.02735 loss_cls: 0.005794 loss_box_reg: 0.01945 loss_rpn_cls: 0.0008284 loss_rpn_loc: 0.001174 loss_D_img_s: 5.472e-06 time: 0.3444 last_time: 0.3903 data_time: 0.0218 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:42:02] d2.utils.events INFO: eta: 6:03:58 iter: 14539 total_loss: 0.03227 loss_cls: 0.006911 loss_box_reg: 0.0206 loss_rpn_cls: 0.001436 loss_rpn_loc: 0.001313 loss_D_img_s: 5.576e-06 time: 0.3444 last_time: 0.3240 data_time: 0.0177 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 04:42:08] d2.utils.events INFO: eta: 6:03:33 iter: 14559 total_loss: 0.02527 loss_cls: 0.005644 loss_box_reg: 0.01797 loss_rpn_cls: 0.001341 loss_rpn_loc: 0.001089 loss_D_img_s: 5.377e-06 time: 0.3443 last_time: 0.3075 data_time: 0.0224 last_data_time: 0.0318 lr: 0.01 max_mem: 5718M [03/23 04:42:15] d2.utils.events INFO: eta: 6:03:45 iter: 14579 total_loss: 0.04237 loss_cls: 0.00946 loss_box_reg: 0.02879 loss_rpn_cls: 0.00292 loss_rpn_loc: 0.001642 loss_D_img_s: 5.707e-06 time: 0.3443 last_time: 0.3164 data_time: 0.0257 last_data_time: 0.0250 lr: 0.01 max_mem: 5718M [03/23 04:42:23] d2.utils.events INFO: eta: 6:03:54 iter: 14599 total_loss: 0.03676 loss_cls: 0.009024 loss_box_reg: 0.0236 loss_rpn_cls: 0.001563 loss_rpn_loc: 0.001126 loss_D_img_s: 5.482e-06 time: 0.3444 last_time: 0.3312 data_time: 0.0191 last_data_time: 0.0125 lr: 0.01 max_mem: 5718M [03/23 04:42:30] d2.utils.events INFO: eta: 6:03:44 iter: 14619 total_loss: 0.02583 loss_cls: 0.005277 loss_box_reg: 0.01784 loss_rpn_cls: 0.001018 loss_rpn_loc: 0.001091 loss_D_img_s: 5.736e-06 time: 0.3444 last_time: 0.3912 data_time: 0.0152 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:42:36] d2.utils.events INFO: eta: 6:03:25 iter: 14639 total_loss: 0.0241 loss_cls: 0.004566 loss_box_reg: 0.01728 loss_rpn_cls: 0.0009861 loss_rpn_loc: 0.001231 loss_D_img_s: 5.484e-06 time: 0.3444 last_time: 0.3260 data_time: 0.0146 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 04:42:43] d2.utils.events INFO: eta: 6:03:18 iter: 14659 total_loss: 0.02493 loss_cls: 0.005665 loss_box_reg: 0.0166 loss_rpn_cls: 0.001083 loss_rpn_loc: 0.001143 loss_D_img_s: 5.703e-06 time: 0.3444 last_time: 0.3082 data_time: 0.0216 last_data_time: 0.0785 lr: 0.01 max_mem: 5718M [03/23 04:42:50] d2.utils.events INFO: eta: 6:03:15 iter: 14679 total_loss: 0.02785 loss_cls: 0.005842 loss_box_reg: 0.02099 loss_rpn_cls: 0.0009321 loss_rpn_loc: 0.001701 loss_D_img_s: 5.565e-06 time: 0.3444 last_time: 0.3180 data_time: 0.0231 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 04:42:57] d2.utils.events INFO: eta: 6:03:34 iter: 14699 total_loss: 0.02713 loss_cls: 0.005346 loss_box_reg: 0.0205 loss_rpn_cls: 0.001244 loss_rpn_loc: 0.001069 loss_D_img_s: 5.369e-06 time: 0.3444 last_time: 0.3469 data_time: 0.0242 last_data_time: 0.0399 lr: 0.01 max_mem: 5718M [03/23 04:43:04] d2.utils.events INFO: eta: 6:03:26 iter: 14719 total_loss: 0.02639 loss_cls: 0.005317 loss_box_reg: 0.01757 loss_rpn_cls: 0.001492 loss_rpn_loc: 0.001338 loss_D_img_s: 5.194e-06 time: 0.3444 last_time: 0.3057 data_time: 0.0168 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 04:43:11] d2.utils.events INFO: eta: 6:03:17 iter: 14739 total_loss: 0.02811 loss_cls: 0.00673 loss_box_reg: 0.01802 loss_rpn_cls: 0.001993 loss_rpn_loc: 0.001573 loss_D_img_s: 5.631e-06 time: 0.3444 last_time: 0.3520 data_time: 0.0227 last_data_time: 0.0570 lr: 0.01 max_mem: 5718M [03/23 04:43:18] d2.utils.events INFO: eta: 6:03:16 iter: 14759 total_loss: 0.03384 loss_cls: 0.009671 loss_box_reg: 0.02382 loss_rpn_cls: 0.002319 loss_rpn_loc: 0.001932 loss_D_img_s: 5.86e-06 time: 0.3444 last_time: 0.3376 data_time: 0.0127 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 04:43:24] d2.utils.events INFO: eta: 6:03:07 iter: 14779 total_loss: 0.02603 loss_cls: 0.006286 loss_box_reg: 0.0171 loss_rpn_cls: 0.0008119 loss_rpn_loc: 0.001268 loss_D_img_s: 5.521e-06 time: 0.3444 last_time: 0.3134 data_time: 0.0143 last_data_time: 0.0145 lr: 0.01 max_mem: 5718M [03/23 04:43:31] d2.utils.events INFO: eta: 6:02:59 iter: 14799 total_loss: 0.03045 loss_cls: 0.006705 loss_box_reg: 0.02022 loss_rpn_cls: 0.001237 loss_rpn_loc: 0.001135 loss_D_img_s: 5.562e-06 time: 0.3443 last_time: 0.3599 data_time: 0.0173 last_data_time: 0.0263 lr: 0.01 max_mem: 5718M [03/23 04:43:38] d2.utils.events INFO: eta: 6:03:06 iter: 14819 total_loss: 0.04153 loss_cls: 0.00812 loss_box_reg: 0.02716 loss_rpn_cls: 0.002974 loss_rpn_loc: 0.001963 loss_D_img_s: 5.433e-06 time: 0.3444 last_time: 0.3280 data_time: 0.0147 last_data_time: 0.0132 lr: 0.01 max_mem: 5718M [03/23 04:43:45] d2.utils.events INFO: eta: 6:02:50 iter: 14839 total_loss: 0.02997 loss_cls: 0.007934 loss_box_reg: 0.01874 loss_rpn_cls: 0.001682 loss_rpn_loc: 0.001272 loss_D_img_s: 5.858e-06 time: 0.3443 last_time: 0.3401 data_time: 0.0283 last_data_time: 0.0110 lr: 0.01 max_mem: 5718M [03/23 04:43:52] d2.utils.events INFO: eta: 6:02:41 iter: 14859 total_loss: 0.02824 loss_cls: 0.00603 loss_box_reg: 0.02063 loss_rpn_cls: 0.0009715 loss_rpn_loc: 0.001005 loss_D_img_s: 5.447e-06 time: 0.3443 last_time: 0.3108 data_time: 0.0146 last_data_time: 0.0104 lr: 0.01 max_mem: 5718M [03/23 04:43:59] d2.utils.events INFO: eta: 6:02:34 iter: 14879 total_loss: 0.03309 loss_cls: 0.006201 loss_box_reg: 0.02043 loss_rpn_cls: 0.001981 loss_rpn_loc: 0.00115 loss_D_img_s: 5.262e-06 time: 0.3443 last_time: 0.3722 data_time: 0.0254 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:44:05] d2.utils.events INFO: eta: 6:02:28 iter: 14899 total_loss: 0.03642 loss_cls: 0.007417 loss_box_reg: 0.02242 loss_rpn_cls: 0.002203 loss_rpn_loc: 0.001504 loss_D_img_s: 5.28e-06 time: 0.3443 last_time: 0.3389 data_time: 0.0156 last_data_time: 0.0153 lr: 0.01 max_mem: 5718M [03/23 04:44:12] d2.utils.events INFO: eta: 6:02:23 iter: 14919 total_loss: 0.03154 loss_cls: 0.007399 loss_box_reg: 0.01877 loss_rpn_cls: 0.001467 loss_rpn_loc: 0.001662 loss_D_img_s: 5.069e-06 time: 0.3443 last_time: 0.3366 data_time: 0.0094 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:44:19] d2.utils.events INFO: eta: 6:02:14 iter: 14939 total_loss: 0.031 loss_cls: 0.009416 loss_box_reg: 0.02106 loss_rpn_cls: 0.001811 loss_rpn_loc: 0.000907 loss_D_img_s: 5.643e-06 time: 0.3443 last_time: 0.3357 data_time: 0.0125 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 04:44:26] d2.utils.events INFO: eta: 6:02:21 iter: 14959 total_loss: 0.02373 loss_cls: 0.005365 loss_box_reg: 0.01589 loss_rpn_cls: 0.001195 loss_rpn_loc: 0.001404 loss_D_img_s: 5.934e-06 time: 0.3443 last_time: 0.3351 data_time: 0.0134 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:44:32] d2.utils.events INFO: eta: 6:02:03 iter: 14979 total_loss: 0.02662 loss_cls: 0.006058 loss_box_reg: 0.01805 loss_rpn_cls: 0.001306 loss_rpn_loc: 0.001244 loss_D_img_s: 5.537e-06 time: 0.3443 last_time: 0.3517 data_time: 0.0099 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 04:44:39] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0014999.pth [03/23 04:44:40] d2.data.common INFO: Serializing the dataset using: [03/23 04:44:40] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:44:40] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:44:40] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:44:40] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:44:42] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0321 s/iter. Inference: 0.0498 s/iter. Eval: 0.0002 s/iter. Total: 0.0820 s/iter. ETA=0:00:32 [03/23 04:44:47] d2.evaluation.evaluator INFO: Inference done 93/410. Dataloading: 0.0105 s/iter. Inference: 0.0522 s/iter. Eval: 0.0002 s/iter. Total: 0.0629 s/iter. ETA=0:00:19 [03/23 04:44:52] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0116 s/iter. Inference: 0.0523 s/iter. Eval: 0.0002 s/iter. Total: 0.0641 s/iter. ETA=0:00:15 [03/23 04:44:57] d2.evaluation.evaluator INFO: Inference done 251/410. Dataloading: 0.0117 s/iter. Inference: 0.0517 s/iter. Eval: 0.0002 s/iter. Total: 0.0636 s/iter. ETA=0:00:10 [03/23 04:45:02] d2.evaluation.evaluator INFO: Inference done 328/410. Dataloading: 0.0120 s/iter. Inference: 0.0518 s/iter. Eval: 0.0002 s/iter. Total: 0.0641 s/iter. ETA=0:00:05 [03/23 04:45:07] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.651493 (0.063337 s / iter per device, on 1 devices) [03/23 04:45:07] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051369 s / iter per device, on 1 devices) [03/23 04:45:07] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:45:07] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:45:07] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:45:07] d2.evaluation.testing INFO: copypaste: 1.2345,6.3596,0.0000 [03/23 04:45:07] d2.data.common INFO: Serializing the dataset using: [03/23 04:45:07] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:45:07] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:45:07] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:45:07] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:45:08] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0281 s/iter. Inference: 0.0482 s/iter. Eval: 0.0001 s/iter. Total: 0.0765 s/iter. ETA=0:00:30 [03/23 04:45:13] d2.evaluation.evaluator INFO: Inference done 88/410. Dataloading: 0.0149 s/iter. Inference: 0.0510 s/iter. Eval: 0.0003 s/iter. Total: 0.0662 s/iter. ETA=0:00:21 [03/23 04:45:18] d2.evaluation.evaluator INFO: Inference done 174/410. Dataloading: 0.0121 s/iter. Inference: 0.0497 s/iter. Eval: 0.0002 s/iter. Total: 0.0622 s/iter. ETA=0:00:14 [03/23 04:45:23] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0123 s/iter. Inference: 0.0493 s/iter. Eval: 0.0002 s/iter. Total: 0.0619 s/iter. ETA=0:00:09 [03/23 04:45:28] d2.evaluation.evaluator INFO: Inference done 335/410. Dataloading: 0.0125 s/iter. Inference: 0.0496 s/iter. Eval: 0.0002 s/iter. Total: 0.0623 s/iter. ETA=0:00:04 [03/23 04:45:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.006663 (0.061745 s / iter per device, on 1 devices) [03/23 04:45:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.049513 s / iter per device, on 1 devices) [03/23 04:45:33] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:45:33] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:45:33] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:45:33] d2.evaluation.testing INFO: copypaste: 0.8225,4.8702,0.0057 [03/23 04:45:33] d2.utils.events INFO: eta: 6:02:03 iter: 14999 total_loss: 0.03288 loss_cls: 0.006713 loss_box_reg: 0.02418 loss_rpn_cls: 0.001277 loss_rpn_loc: 0.001364 loss_D_img_s: 5.761e-06 time: 0.3443 last_time: 0.3148 data_time: 0.0141 last_data_time: 0.0062 lr: 0.01 max_mem: 5718M [03/23 04:45:39] d2.utils.events INFO: eta: 6:01:54 iter: 15019 total_loss: 0.02639 loss_cls: 0.00608 loss_box_reg: 0.01874 loss_rpn_cls: 0.001052 loss_rpn_loc: 0.001033 loss_D_img_s: 5.3e-06 time: 0.3442 last_time: 0.3330 data_time: 0.0125 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:45:46] d2.utils.events INFO: eta: 6:01:41 iter: 15039 total_loss: 0.04057 loss_cls: 0.009394 loss_box_reg: 0.02619 loss_rpn_cls: 0.00221 loss_rpn_loc: 0.00115 loss_D_img_s: 5.924e-06 time: 0.3442 last_time: 0.3333 data_time: 0.0130 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:45:53] d2.utils.events INFO: eta: 6:01:36 iter: 15059 total_loss: 0.03456 loss_cls: 0.008768 loss_box_reg: 0.02168 loss_rpn_cls: 0.003054 loss_rpn_loc: 0.001232 loss_D_img_s: 5.789e-06 time: 0.3442 last_time: 0.3383 data_time: 0.0155 last_data_time: 0.0117 lr: 0.01 max_mem: 5718M [03/23 04:45:59] d2.utils.events INFO: eta: 6:01:27 iter: 15079 total_loss: 0.02138 loss_cls: 0.004977 loss_box_reg: 0.01654 loss_rpn_cls: 0.0006532 loss_rpn_loc: 0.001261 loss_D_img_s: 5.624e-06 time: 0.3442 last_time: 0.3156 data_time: 0.0136 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:46:06] d2.utils.events INFO: eta: 6:01:28 iter: 15099 total_loss: 0.03035 loss_cls: 0.006639 loss_box_reg: 0.02015 loss_rpn_cls: 0.001121 loss_rpn_loc: 0.00106 loss_D_img_s: 5.736e-06 time: 0.3442 last_time: 0.3391 data_time: 0.0251 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:46:13] d2.utils.events INFO: eta: 6:01:27 iter: 15119 total_loss: 0.02999 loss_cls: 0.007298 loss_box_reg: 0.01988 loss_rpn_cls: 0.001149 loss_rpn_loc: 0.001407 loss_D_img_s: 5.612e-06 time: 0.3442 last_time: 0.3748 data_time: 0.0169 last_data_time: 0.0214 lr: 0.01 max_mem: 5718M [03/23 04:46:20] d2.utils.events INFO: eta: 6:01:39 iter: 15139 total_loss: 0.02859 loss_cls: 0.005498 loss_box_reg: 0.01974 loss_rpn_cls: 0.001473 loss_rpn_loc: 0.001523 loss_D_img_s: 5.427e-06 time: 0.3442 last_time: 0.3323 data_time: 0.0146 last_data_time: 0.0111 lr: 0.01 max_mem: 5718M [03/23 04:46:27] d2.utils.events INFO: eta: 6:01:34 iter: 15159 total_loss: 0.03449 loss_cls: 0.00749 loss_box_reg: 0.01953 loss_rpn_cls: 0.001193 loss_rpn_loc: 0.001095 loss_D_img_s: 5.428e-06 time: 0.3442 last_time: 0.3561 data_time: 0.0352 last_data_time: 0.0176 lr: 0.01 max_mem: 5718M [03/23 04:46:33] d2.utils.events INFO: eta: 6:01:19 iter: 15179 total_loss: 0.03581 loss_cls: 0.00905 loss_box_reg: 0.02057 loss_rpn_cls: 0.001998 loss_rpn_loc: 0.001412 loss_D_img_s: 5.401e-06 time: 0.3442 last_time: 0.3371 data_time: 0.0134 last_data_time: 0.0130 lr: 0.01 max_mem: 5718M [03/23 04:46:40] d2.utils.events INFO: eta: 6:01:10 iter: 15199 total_loss: 0.04064 loss_cls: 0.008925 loss_box_reg: 0.02409 loss_rpn_cls: 0.001897 loss_rpn_loc: 0.001251 loss_D_img_s: 5.269e-06 time: 0.3441 last_time: 0.3478 data_time: 0.0154 last_data_time: 0.0082 lr: 0.01 max_mem: 5718M [03/23 04:46:47] d2.utils.events INFO: eta: 6:00:54 iter: 15219 total_loss: 0.02759 loss_cls: 0.006887 loss_box_reg: 0.01881 loss_rpn_cls: 0.001335 loss_rpn_loc: 0.001295 loss_D_img_s: 5.456e-06 time: 0.3441 last_time: 0.3232 data_time: 0.0176 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:46:53] d2.utils.events INFO: eta: 6:00:42 iter: 15239 total_loss: 0.02878 loss_cls: 0.007439 loss_box_reg: 0.01859 loss_rpn_cls: 0.001453 loss_rpn_loc: 0.001301 loss_D_img_s: 5.439e-06 time: 0.3441 last_time: 0.3144 data_time: 0.0193 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 04:47:00] d2.utils.events INFO: eta: 6:00:41 iter: 15259 total_loss: 0.03046 loss_cls: 0.00651 loss_box_reg: 0.0224 loss_rpn_cls: 0.0009902 loss_rpn_loc: 0.001306 loss_D_img_s: 5.386e-06 time: 0.3441 last_time: 0.3547 data_time: 0.0156 last_data_time: 0.0132 lr: 0.01 max_mem: 5718M [03/23 04:47:07] d2.utils.events INFO: eta: 6:00:35 iter: 15279 total_loss: 0.036 loss_cls: 0.006272 loss_box_reg: 0.02432 loss_rpn_cls: 0.001184 loss_rpn_loc: 0.001507 loss_D_img_s: 5.348e-06 time: 0.3441 last_time: 0.3524 data_time: 0.0183 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:47:14] d2.utils.events INFO: eta: 6:00:28 iter: 15299 total_loss: 0.027 loss_cls: 0.005813 loss_box_reg: 0.01689 loss_rpn_cls: 0.0009435 loss_rpn_loc: 0.001637 loss_D_img_s: 5.39e-06 time: 0.3441 last_time: 0.3287 data_time: 0.0158 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:47:21] d2.utils.events INFO: eta: 6:00:15 iter: 15319 total_loss: 0.02749 loss_cls: 0.004687 loss_box_reg: 0.01896 loss_rpn_cls: 0.00108 loss_rpn_loc: 0.001372 loss_D_img_s: 5.702e-06 time: 0.3441 last_time: 0.3292 data_time: 0.0289 last_data_time: 0.0227 lr: 0.01 max_mem: 5718M [03/23 04:47:28] d2.utils.events INFO: eta: 6:00:09 iter: 15339 total_loss: 0.02566 loss_cls: 0.004559 loss_box_reg: 0.01876 loss_rpn_cls: 0.001092 loss_rpn_loc: 0.001369 loss_D_img_s: 5.566e-06 time: 0.3441 last_time: 0.3582 data_time: 0.0178 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 04:47:34] d2.utils.events INFO: eta: 5:59:54 iter: 15359 total_loss: 0.02771 loss_cls: 0.007343 loss_box_reg: 0.01801 loss_rpn_cls: 0.001424 loss_rpn_loc: 0.001324 loss_D_img_s: 5.43e-06 time: 0.3441 last_time: 0.3603 data_time: 0.0204 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:47:41] d2.utils.events INFO: eta: 5:59:53 iter: 15379 total_loss: 0.02942 loss_cls: 0.006217 loss_box_reg: 0.02117 loss_rpn_cls: 0.001035 loss_rpn_loc: 0.001297 loss_D_img_s: 4.892e-06 time: 0.3441 last_time: 0.3118 data_time: 0.0260 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:47:47] d2.utils.events INFO: eta: 5:59:47 iter: 15399 total_loss: 0.02826 loss_cls: 0.00583 loss_box_reg: 0.01727 loss_rpn_cls: 0.002179 loss_rpn_loc: 0.001324 loss_D_img_s: 5.239e-06 time: 0.3441 last_time: 0.3163 data_time: 0.0110 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 04:47:54] d2.utils.events INFO: eta: 5:59:40 iter: 15419 total_loss: 0.02681 loss_cls: 0.005245 loss_box_reg: 0.01856 loss_rpn_cls: 0.001267 loss_rpn_loc: 0.001399 loss_D_img_s: 5.317e-06 time: 0.3440 last_time: 0.3186 data_time: 0.0240 last_data_time: 0.0643 lr: 0.01 max_mem: 5718M [03/23 04:48:01] d2.utils.events INFO: eta: 5:59:42 iter: 15439 total_loss: 0.02556 loss_cls: 0.005049 loss_box_reg: 0.01595 loss_rpn_cls: 0.0007638 loss_rpn_loc: 0.001503 loss_D_img_s: 5.116e-06 time: 0.3440 last_time: 0.3143 data_time: 0.0160 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:48:08] d2.utils.events INFO: eta: 6:00:02 iter: 15459 total_loss: 0.02736 loss_cls: 0.005709 loss_box_reg: 0.01836 loss_rpn_cls: 0.001146 loss_rpn_loc: 0.001139 loss_D_img_s: 5.153e-06 time: 0.3440 last_time: 0.2966 data_time: 0.0209 last_data_time: 0.0039 lr: 0.01 max_mem: 5718M [03/23 04:48:15] d2.utils.events INFO: eta: 6:00:20 iter: 15479 total_loss: 0.03258 loss_cls: 0.007448 loss_box_reg: 0.02103 loss_rpn_cls: 0.001359 loss_rpn_loc: 0.00173 loss_D_img_s: 5.188e-06 time: 0.3440 last_time: 0.3113 data_time: 0.0177 last_data_time: 0.0120 lr: 0.01 max_mem: 5718M [03/23 04:48:22] d2.utils.events INFO: eta: 6:00:20 iter: 15499 total_loss: 0.02599 loss_cls: 0.005619 loss_box_reg: 0.01651 loss_rpn_cls: 0.001149 loss_rpn_loc: 0.0009881 loss_D_img_s: 5.067e-06 time: 0.3440 last_time: 0.3323 data_time: 0.0236 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:48:28] d2.utils.events INFO: eta: 6:00:00 iter: 15519 total_loss: 0.02447 loss_cls: 0.004967 loss_box_reg: 0.01726 loss_rpn_cls: 0.001061 loss_rpn_loc: 0.001386 loss_D_img_s: 5.167e-06 time: 0.3440 last_time: 0.3200 data_time: 0.0286 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:48:35] d2.utils.events INFO: eta: 5:59:36 iter: 15539 total_loss: 0.0264 loss_cls: 0.005592 loss_box_reg: 0.01903 loss_rpn_cls: 0.0007703 loss_rpn_loc: 0.0009807 loss_D_img_s: 5.264e-06 time: 0.3440 last_time: 0.3303 data_time: 0.0186 last_data_time: 0.0105 lr: 0.01 max_mem: 5718M [03/23 04:48:42] d2.utils.events INFO: eta: 5:59:02 iter: 15559 total_loss: 0.04542 loss_cls: 0.01028 loss_box_reg: 0.02607 loss_rpn_cls: 0.001162 loss_rpn_loc: 0.001393 loss_D_img_s: 5.007e-06 time: 0.3440 last_time: 0.3633 data_time: 0.0199 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 04:48:49] d2.utils.events INFO: eta: 5:58:48 iter: 15579 total_loss: 0.02466 loss_cls: 0.005904 loss_box_reg: 0.0157 loss_rpn_cls: 0.001227 loss_rpn_loc: 0.001088 loss_D_img_s: 5.354e-06 time: 0.3440 last_time: 0.3322 data_time: 0.0442 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 04:48:55] d2.utils.events INFO: eta: 5:58:40 iter: 15599 total_loss: 0.03438 loss_cls: 0.005842 loss_box_reg: 0.02186 loss_rpn_cls: 0.001197 loss_rpn_loc: 0.001109 loss_D_img_s: 5.203e-06 time: 0.3440 last_time: 0.3307 data_time: 0.0245 last_data_time: 0.0148 lr: 0.01 max_mem: 5718M [03/23 04:49:02] d2.utils.events INFO: eta: 5:58:41 iter: 15619 total_loss: 0.03187 loss_cls: 0.007365 loss_box_reg: 0.02094 loss_rpn_cls: 0.001322 loss_rpn_loc: 0.001804 loss_D_img_s: 4.961e-06 time: 0.3440 last_time: 0.3283 data_time: 0.0216 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 04:49:09] d2.utils.events INFO: eta: 5:58:32 iter: 15639 total_loss: 0.04077 loss_cls: 0.008769 loss_box_reg: 0.02451 loss_rpn_cls: 0.002173 loss_rpn_loc: 0.001442 loss_D_img_s: 5.569e-06 time: 0.3440 last_time: 0.3052 data_time: 0.0129 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 04:49:16] d2.utils.events INFO: eta: 5:58:25 iter: 15659 total_loss: 0.03076 loss_cls: 0.007213 loss_box_reg: 0.01994 loss_rpn_cls: 0.001393 loss_rpn_loc: 0.001178 loss_D_img_s: 5.004e-06 time: 0.3440 last_time: 0.3102 data_time: 0.0087 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:49:22] d2.utils.events INFO: eta: 5:57:59 iter: 15679 total_loss: 0.02867 loss_cls: 0.005599 loss_box_reg: 0.01999 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.001391 loss_D_img_s: 4.996e-06 time: 0.3440 last_time: 0.3675 data_time: 0.0109 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 04:49:29] d2.utils.events INFO: eta: 5:57:19 iter: 15699 total_loss: 0.03008 loss_cls: 0.006794 loss_box_reg: 0.02165 loss_rpn_cls: 0.002041 loss_rpn_loc: 0.00129 loss_D_img_s: 5e-06 time: 0.3439 last_time: 0.3228 data_time: 0.0143 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 04:49:36] d2.utils.events INFO: eta: 5:57:07 iter: 15719 total_loss: 0.02728 loss_cls: 0.007011 loss_box_reg: 0.02061 loss_rpn_cls: 0.001112 loss_rpn_loc: 0.001456 loss_D_img_s: 5.122e-06 time: 0.3439 last_time: 0.3067 data_time: 0.0180 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:49:43] d2.utils.events INFO: eta: 5:56:59 iter: 15739 total_loss: 0.02414 loss_cls: 0.00509 loss_box_reg: 0.01652 loss_rpn_cls: 0.001118 loss_rpn_loc: 0.001348 loss_D_img_s: 4.997e-06 time: 0.3439 last_time: 0.3584 data_time: 0.0193 last_data_time: 0.0682 lr: 0.01 max_mem: 5718M [03/23 04:49:49] d2.utils.events INFO: eta: 5:56:49 iter: 15759 total_loss: 0.03748 loss_cls: 0.00752 loss_box_reg: 0.02597 loss_rpn_cls: 0.001554 loss_rpn_loc: 0.00142 loss_D_img_s: 5.085e-06 time: 0.3439 last_time: 0.3165 data_time: 0.0110 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 04:49:56] d2.utils.events INFO: eta: 5:56:41 iter: 15779 total_loss: 0.03366 loss_cls: 0.008312 loss_box_reg: 0.02081 loss_rpn_cls: 0.001225 loss_rpn_loc: 0.001451 loss_D_img_s: 4.995e-06 time: 0.3439 last_time: 0.3089 data_time: 0.0160 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 04:50:02] d2.utils.events INFO: eta: 5:56:20 iter: 15799 total_loss: 0.02426 loss_cls: 0.005023 loss_box_reg: 0.01557 loss_rpn_cls: 0.001359 loss_rpn_loc: 0.001358 loss_D_img_s: 5.185e-06 time: 0.3439 last_time: 0.3368 data_time: 0.0144 last_data_time: 0.0116 lr: 0.01 max_mem: 5718M [03/23 04:50:09] d2.utils.events INFO: eta: 5:56:06 iter: 15819 total_loss: 0.03079 loss_cls: 0.007448 loss_box_reg: 0.01995 loss_rpn_cls: 0.0009626 loss_rpn_loc: 0.001106 loss_D_img_s: 5.152e-06 time: 0.3439 last_time: 0.3235 data_time: 0.0220 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:50:16] d2.utils.events INFO: eta: 5:56:10 iter: 15839 total_loss: 0.02953 loss_cls: 0.006186 loss_box_reg: 0.02016 loss_rpn_cls: 0.00148 loss_rpn_loc: 0.001198 loss_D_img_s: 5.139e-06 time: 0.3439 last_time: 0.3636 data_time: 0.0186 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:50:23] d2.utils.events INFO: eta: 5:55:45 iter: 15859 total_loss: 0.03261 loss_cls: 0.006239 loss_box_reg: 0.02166 loss_rpn_cls: 0.001415 loss_rpn_loc: 0.001218 loss_D_img_s: 5.604e-06 time: 0.3438 last_time: 0.3188 data_time: 0.0237 last_data_time: 0.0290 lr: 0.01 max_mem: 5718M [03/23 04:50:29] d2.utils.events INFO: eta: 5:55:45 iter: 15879 total_loss: 0.0292 loss_cls: 0.005219 loss_box_reg: 0.01904 loss_rpn_cls: 0.00138 loss_rpn_loc: 0.001115 loss_D_img_s: 5.266e-06 time: 0.3438 last_time: 0.3253 data_time: 0.0130 last_data_time: 0.0130 lr: 0.01 max_mem: 5718M [03/23 04:50:36] d2.utils.events INFO: eta: 5:55:39 iter: 15899 total_loss: 0.02969 loss_cls: 0.006624 loss_box_reg: 0.01872 loss_rpn_cls: 0.001501 loss_rpn_loc: 0.001016 loss_D_img_s: 5.283e-06 time: 0.3438 last_time: 0.3444 data_time: 0.0110 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 04:50:43] d2.utils.events INFO: eta: 5:55:32 iter: 15919 total_loss: 0.02883 loss_cls: 0.006137 loss_box_reg: 0.01913 loss_rpn_cls: 0.002098 loss_rpn_loc: 0.001362 loss_D_img_s: 4.861e-06 time: 0.3438 last_time: 0.3120 data_time: 0.0136 last_data_time: 0.0704 lr: 0.01 max_mem: 5718M [03/23 04:50:50] d2.utils.events INFO: eta: 5:55:25 iter: 15939 total_loss: 0.02967 loss_cls: 0.006033 loss_box_reg: 0.02165 loss_rpn_cls: 0.00143 loss_rpn_loc: 0.0009893 loss_D_img_s: 5.039e-06 time: 0.3438 last_time: 0.3172 data_time: 0.0258 last_data_time: 0.0294 lr: 0.01 max_mem: 5718M [03/23 04:50:56] d2.utils.events INFO: eta: 5:55:16 iter: 15959 total_loss: 0.02948 loss_cls: 0.006082 loss_box_reg: 0.01824 loss_rpn_cls: 0.001456 loss_rpn_loc: 0.00106 loss_D_img_s: 4.963e-06 time: 0.3438 last_time: 0.3198 data_time: 0.0169 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 04:51:03] d2.utils.events INFO: eta: 5:55:12 iter: 15979 total_loss: 0.02984 loss_cls: 0.006915 loss_box_reg: 0.01888 loss_rpn_cls: 0.00171 loss_rpn_loc: 0.001405 loss_D_img_s: 5.126e-06 time: 0.3438 last_time: 0.3477 data_time: 0.0129 last_data_time: 0.0112 lr: 0.01 max_mem: 5718M [03/23 04:51:10] d2.data.common INFO: Serializing the dataset using: [03/23 04:51:10] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:51:10] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:51:10] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:51:10] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:51:11] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0317 s/iter. Inference: 0.0713 s/iter. Eval: 0.0001 s/iter. Total: 0.1032 s/iter. ETA=0:00:41 [03/23 04:51:17] d2.evaluation.evaluator INFO: Inference done 73/410. Dataloading: 0.0228 s/iter. Inference: 0.0601 s/iter. Eval: 0.0002 s/iter. Total: 0.0830 s/iter. ETA=0:00:27 [03/23 04:51:22] d2.evaluation.evaluator INFO: Inference done 137/410. Dataloading: 0.0169 s/iter. Inference: 0.0638 s/iter. Eval: 0.0002 s/iter. Total: 0.0809 s/iter. ETA=0:00:22 [03/23 04:51:27] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0170 s/iter. Inference: 0.0629 s/iter. Eval: 0.0002 s/iter. Total: 0.0801 s/iter. ETA=0:00:16 [03/23 04:51:32] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0161 s/iter. Inference: 0.0609 s/iter. Eval: 0.0002 s/iter. Total: 0.0772 s/iter. ETA=0:00:10 [03/23 04:51:37] d2.evaluation.evaluator INFO: Inference done 352/410. Dataloading: 0.0154 s/iter. Inference: 0.0590 s/iter. Eval: 0.0002 s/iter. Total: 0.0746 s/iter. ETA=0:00:04 [03/23 04:51:40] d2.evaluation.evaluator INFO: Total inference time: 0:00:29.578922 (0.073034 s / iter per device, on 1 devices) [03/23 04:51:40] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:23 (0.058365 s / iter per device, on 1 devices) [03/23 04:51:41] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:51:41] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:51:41] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:51:41] d2.evaluation.testing INFO: copypaste: 0.6990,3.7592,0.0000 [03/23 04:51:41] d2.data.common INFO: Serializing the dataset using: [03/23 04:51:41] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:51:41] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:51:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:51:41] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:51:42] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0245 s/iter. Inference: 0.0588 s/iter. Eval: 0.0002 s/iter. Total: 0.0835 s/iter. ETA=0:00:33 [03/23 04:51:47] d2.evaluation.evaluator INFO: Inference done 73/410. Dataloading: 0.0217 s/iter. Inference: 0.0590 s/iter. Eval: 0.0002 s/iter. Total: 0.0809 s/iter. ETA=0:00:27 [03/23 04:51:52] d2.evaluation.evaluator INFO: Inference done 138/410. Dataloading: 0.0211 s/iter. Inference: 0.0578 s/iter. Eval: 0.0002 s/iter. Total: 0.0792 s/iter. ETA=0:00:21 [03/23 04:51:57] d2.evaluation.evaluator INFO: Inference done 209/410. Dataloading: 0.0194 s/iter. Inference: 0.0565 s/iter. Eval: 0.0002 s/iter. Total: 0.0762 s/iter. ETA=0:00:15 [03/23 04:52:02] d2.evaluation.evaluator INFO: Inference done 281/410. Dataloading: 0.0183 s/iter. Inference: 0.0560 s/iter. Eval: 0.0002 s/iter. Total: 0.0746 s/iter. ETA=0:00:09 [03/23 04:52:07] d2.evaluation.evaluator INFO: Inference done 355/410. Dataloading: 0.0169 s/iter. Inference: 0.0560 s/iter. Eval: 0.0002 s/iter. Total: 0.0732 s/iter. ETA=0:00:04 [03/23 04:52:11] d2.evaluation.evaluator INFO: Total inference time: 0:00:29.246148 (0.072213 s / iter per device, on 1 devices) [03/23 04:52:11] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:22 (0.055640 s / iter per device, on 1 devices) [03/23 04:52:11] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:52:11] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:52:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:52:11] d2.evaluation.testing INFO: copypaste: 0.9272,5.3333,0.0000 [03/23 04:52:11] d2.utils.events INFO: eta: 5:54:49 iter: 15999 total_loss: 0.02444 loss_cls: 0.004326 loss_box_reg: 0.01725 loss_rpn_cls: 0.0009141 loss_rpn_loc: 0.001422 loss_D_img_s: 5.11e-06 time: 0.3438 last_time: 0.3308 data_time: 0.0155 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 04:52:17] d2.utils.events INFO: eta: 5:54:37 iter: 16019 total_loss: 0.02967 loss_cls: 0.007533 loss_box_reg: 0.01883 loss_rpn_cls: 0.0009433 loss_rpn_loc: 0.001951 loss_D_img_s: 5.289e-06 time: 0.3437 last_time: 0.2991 data_time: 0.0125 last_data_time: 0.0143 lr: 0.01 max_mem: 5718M [03/23 04:52:24] d2.utils.events INFO: eta: 5:54:11 iter: 16039 total_loss: 0.03505 loss_cls: 0.006615 loss_box_reg: 0.02058 loss_rpn_cls: 0.002371 loss_rpn_loc: 0.001333 loss_D_img_s: 5.354e-06 time: 0.3437 last_time: 0.3040 data_time: 0.0327 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 04:52:30] d2.utils.events INFO: eta: 5:54:06 iter: 16059 total_loss: 0.02384 loss_cls: 0.005576 loss_box_reg: 0.01643 loss_rpn_cls: 0.001252 loss_rpn_loc: 0.001155 loss_D_img_s: 5.648e-06 time: 0.3437 last_time: 0.3280 data_time: 0.0193 last_data_time: 0.0130 lr: 0.01 max_mem: 5718M [03/23 04:52:37] d2.utils.events INFO: eta: 5:54:06 iter: 16079 total_loss: 0.02843 loss_cls: 0.00579 loss_box_reg: 0.01835 loss_rpn_cls: 0.001695 loss_rpn_loc: 0.001307 loss_D_img_s: 4.893e-06 time: 0.3437 last_time: 0.2991 data_time: 0.0120 last_data_time: 0.0058 lr: 0.01 max_mem: 5718M [03/23 04:52:44] d2.utils.events INFO: eta: 5:54:01 iter: 16099 total_loss: 0.03085 loss_cls: 0.006024 loss_box_reg: 0.02108 loss_rpn_cls: 0.001537 loss_rpn_loc: 0.001633 loss_D_img_s: 5.166e-06 time: 0.3437 last_time: 0.3366 data_time: 0.0284 last_data_time: 0.0095 lr: 0.01 max_mem: 5718M [03/23 04:52:51] d2.utils.events INFO: eta: 5:53:45 iter: 16119 total_loss: 0.03809 loss_cls: 0.01017 loss_box_reg: 0.02594 loss_rpn_cls: 0.001439 loss_rpn_loc: 0.001765 loss_D_img_s: 4.917e-06 time: 0.3437 last_time: 0.3896 data_time: 0.0135 last_data_time: 0.0118 lr: 0.01 max_mem: 5718M [03/23 04:52:57] d2.utils.events INFO: eta: 5:53:37 iter: 16139 total_loss: 0.03568 loss_cls: 0.00984 loss_box_reg: 0.02267 loss_rpn_cls: 0.003048 loss_rpn_loc: 0.001467 loss_D_img_s: 5.343e-06 time: 0.3437 last_time: 0.3223 data_time: 0.0156 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 04:53:04] d2.utils.events INFO: eta: 5:53:15 iter: 16159 total_loss: 0.02676 loss_cls: 0.006814 loss_box_reg: 0.01903 loss_rpn_cls: 0.001508 loss_rpn_loc: 0.001136 loss_D_img_s: 5.085e-06 time: 0.3437 last_time: 0.2975 data_time: 0.0198 last_data_time: 0.0111 lr: 0.01 max_mem: 5718M [03/23 04:53:11] d2.utils.events INFO: eta: 5:53:22 iter: 16179 total_loss: 0.02764 loss_cls: 0.005323 loss_box_reg: 0.01926 loss_rpn_cls: 0.001285 loss_rpn_loc: 0.001419 loss_D_img_s: 5.371e-06 time: 0.3437 last_time: 0.3354 data_time: 0.0303 last_data_time: 0.0406 lr: 0.01 max_mem: 5718M [03/23 04:53:18] d2.utils.events INFO: eta: 5:53:15 iter: 16199 total_loss: 0.0282 loss_cls: 0.005855 loss_box_reg: 0.02053 loss_rpn_cls: 0.002235 loss_rpn_loc: 0.001301 loss_D_img_s: 5.203e-06 time: 0.3436 last_time: 0.3382 data_time: 0.0194 last_data_time: 0.0136 lr: 0.01 max_mem: 5718M [03/23 04:53:24] d2.utils.events INFO: eta: 5:53:10 iter: 16219 total_loss: 0.02858 loss_cls: 0.008476 loss_box_reg: 0.01831 loss_rpn_cls: 0.001236 loss_rpn_loc: 0.001325 loss_D_img_s: 5.234e-06 time: 0.3436 last_time: 0.3889 data_time: 0.0219 last_data_time: 0.0137 lr: 0.01 max_mem: 5718M [03/23 04:53:31] d2.utils.events INFO: eta: 5:53:18 iter: 16239 total_loss: 0.03689 loss_cls: 0.008986 loss_box_reg: 0.0214 loss_rpn_cls: 0.00212 loss_rpn_loc: 0.001842 loss_D_img_s: 5.509e-06 time: 0.3436 last_time: 0.3428 data_time: 0.0117 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 04:53:38] d2.utils.events INFO: eta: 5:53:09 iter: 16259 total_loss: 0.02638 loss_cls: 0.00539 loss_box_reg: 0.01852 loss_rpn_cls: 0.001073 loss_rpn_loc: 0.001172 loss_D_img_s: 5.263e-06 time: 0.3436 last_time: 0.3430 data_time: 0.0219 last_data_time: 0.0112 lr: 0.01 max_mem: 5718M [03/23 04:53:45] d2.utils.events INFO: eta: 5:52:50 iter: 16279 total_loss: 0.03118 loss_cls: 0.007162 loss_box_reg: 0.0184 loss_rpn_cls: 0.002316 loss_rpn_loc: 0.001693 loss_D_img_s: 5.148e-06 time: 0.3436 last_time: 0.3207 data_time: 0.0355 last_data_time: 0.0141 lr: 0.01 max_mem: 5718M [03/23 04:53:52] d2.utils.events INFO: eta: 5:52:53 iter: 16299 total_loss: 0.02863 loss_cls: 0.006232 loss_box_reg: 0.01813 loss_rpn_cls: 0.001017 loss_rpn_loc: 0.001318 loss_D_img_s: 4.88e-06 time: 0.3436 last_time: 0.3134 data_time: 0.0253 last_data_time: 0.0757 lr: 0.01 max_mem: 5718M [03/23 04:53:58] d2.utils.events INFO: eta: 5:52:46 iter: 16319 total_loss: 0.02282 loss_cls: 0.005612 loss_box_reg: 0.01342 loss_rpn_cls: 0.001187 loss_rpn_loc: 0.001151 loss_D_img_s: 4.707e-06 time: 0.3436 last_time: 0.3145 data_time: 0.0175 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:54:05] d2.utils.events INFO: eta: 5:52:40 iter: 16339 total_loss: 0.0321 loss_cls: 0.007419 loss_box_reg: 0.02008 loss_rpn_cls: 0.001474 loss_rpn_loc: 0.001611 loss_D_img_s: 4.767e-06 time: 0.3436 last_time: 0.3674 data_time: 0.0259 last_data_time: 0.0169 lr: 0.01 max_mem: 5718M [03/23 04:54:12] d2.utils.events INFO: eta: 5:52:33 iter: 16359 total_loss: 0.02527 loss_cls: 0.006782 loss_box_reg: 0.01599 loss_rpn_cls: 0.001614 loss_rpn_loc: 0.0009885 loss_D_img_s: 4.95e-06 time: 0.3436 last_time: 0.3157 data_time: 0.0178 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 04:54:19] d2.utils.events INFO: eta: 5:52:37 iter: 16379 total_loss: 0.03172 loss_cls: 0.006634 loss_box_reg: 0.02122 loss_rpn_cls: 0.001237 loss_rpn_loc: 0.001296 loss_D_img_s: 4.64e-06 time: 0.3436 last_time: 0.3646 data_time: 0.0172 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:54:25] d2.utils.events INFO: eta: 5:52:37 iter: 16399 total_loss: 0.03233 loss_cls: 0.006898 loss_box_reg: 0.02256 loss_rpn_cls: 0.001578 loss_rpn_loc: 0.001475 loss_D_img_s: 4.897e-06 time: 0.3436 last_time: 0.3430 data_time: 0.0106 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:54:32] d2.utils.events INFO: eta: 5:52:46 iter: 16419 total_loss: 0.02186 loss_cls: 0.004919 loss_box_reg: 0.01569 loss_rpn_cls: 0.001096 loss_rpn_loc: 0.0009541 loss_D_img_s: 4.764e-06 time: 0.3436 last_time: 0.3174 data_time: 0.0101 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 04:54:39] d2.utils.events INFO: eta: 5:52:22 iter: 16439 total_loss: 0.02716 loss_cls: 0.005742 loss_box_reg: 0.0177 loss_rpn_cls: 0.001228 loss_rpn_loc: 0.0009647 loss_D_img_s: 5.184e-06 time: 0.3436 last_time: 0.3882 data_time: 0.0121 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 04:54:46] d2.utils.events INFO: eta: 5:52:16 iter: 16459 total_loss: 0.03758 loss_cls: 0.006909 loss_box_reg: 0.02516 loss_rpn_cls: 0.001858 loss_rpn_loc: 0.001357 loss_D_img_s: 5.156e-06 time: 0.3436 last_time: 0.3217 data_time: 0.0208 last_data_time: 0.0204 lr: 0.01 max_mem: 5718M [03/23 04:54:53] d2.utils.events INFO: eta: 5:52:06 iter: 16479 total_loss: 0.04095 loss_cls: 0.00916 loss_box_reg: 0.02384 loss_rpn_cls: 0.002445 loss_rpn_loc: 0.001941 loss_D_img_s: 4.818e-06 time: 0.3436 last_time: 0.3516 data_time: 0.0158 last_data_time: 0.0119 lr: 0.01 max_mem: 5718M [03/23 04:54:59] d2.utils.events INFO: eta: 5:51:38 iter: 16499 total_loss: 0.02853 loss_cls: 0.005227 loss_box_reg: 0.01891 loss_rpn_cls: 0.001256 loss_rpn_loc: 0.00105 loss_D_img_s: 5.025e-06 time: 0.3436 last_time: 0.3254 data_time: 0.0127 last_data_time: 0.0157 lr: 0.01 max_mem: 5718M [03/23 04:55:06] d2.utils.events INFO: eta: 5:51:45 iter: 16519 total_loss: 0.03128 loss_cls: 0.006535 loss_box_reg: 0.01988 loss_rpn_cls: 0.001307 loss_rpn_loc: 0.001094 loss_D_img_s: 5.131e-06 time: 0.3435 last_time: 0.3322 data_time: 0.0183 last_data_time: 0.0419 lr: 0.01 max_mem: 5718M [03/23 04:55:13] d2.utils.events INFO: eta: 5:51:59 iter: 16539 total_loss: 0.02826 loss_cls: 0.006588 loss_box_reg: 0.0192 loss_rpn_cls: 0.001382 loss_rpn_loc: 0.001066 loss_D_img_s: 5.175e-06 time: 0.3435 last_time: 0.3502 data_time: 0.0222 last_data_time: 0.0140 lr: 0.01 max_mem: 5718M [03/23 04:55:19] d2.utils.events INFO: eta: 5:51:47 iter: 16559 total_loss: 0.02863 loss_cls: 0.006572 loss_box_reg: 0.01743 loss_rpn_cls: 0.001573 loss_rpn_loc: 0.001214 loss_D_img_s: 5.373e-06 time: 0.3435 last_time: 0.3402 data_time: 0.0241 last_data_time: 0.0202 lr: 0.01 max_mem: 5718M [03/23 04:55:26] d2.utils.events INFO: eta: 5:51:45 iter: 16579 total_loss: 0.03571 loss_cls: 0.008486 loss_box_reg: 0.02612 loss_rpn_cls: 0.002706 loss_rpn_loc: 0.001183 loss_D_img_s: 5.237e-06 time: 0.3435 last_time: 0.3067 data_time: 0.0201 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:55:33] d2.utils.events INFO: eta: 5:51:10 iter: 16599 total_loss: 0.02805 loss_cls: 0.006829 loss_box_reg: 0.01893 loss_rpn_cls: 0.000816 loss_rpn_loc: 0.001288 loss_D_img_s: 5.701e-06 time: 0.3435 last_time: 0.3255 data_time: 0.0172 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 04:55:40] d2.utils.events INFO: eta: 5:50:59 iter: 16619 total_loss: 0.02359 loss_cls: 0.004741 loss_box_reg: 0.01731 loss_rpn_cls: 0.001128 loss_rpn_loc: 0.001014 loss_D_img_s: 5.261e-06 time: 0.3435 last_time: 0.3684 data_time: 0.0227 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 04:55:47] d2.utils.events INFO: eta: 5:51:17 iter: 16639 total_loss: 0.0293 loss_cls: 0.006009 loss_box_reg: 0.01752 loss_rpn_cls: 0.0007354 loss_rpn_loc: 0.001155 loss_D_img_s: 5.094e-06 time: 0.3435 last_time: 0.3770 data_time: 0.0308 last_data_time: 0.0306 lr: 0.01 max_mem: 5718M [03/23 04:55:53] d2.utils.events INFO: eta: 5:51:10 iter: 16659 total_loss: 0.02611 loss_cls: 0.005476 loss_box_reg: 0.01902 loss_rpn_cls: 0.001294 loss_rpn_loc: 0.001257 loss_D_img_s: 5.512e-06 time: 0.3435 last_time: 0.3320 data_time: 0.0264 last_data_time: 0.0853 lr: 0.01 max_mem: 5718M [03/23 04:56:00] d2.utils.events INFO: eta: 5:50:52 iter: 16679 total_loss: 0.02838 loss_cls: 0.00811 loss_box_reg: 0.01914 loss_rpn_cls: 0.001509 loss_rpn_loc: 0.001346 loss_D_img_s: 5.058e-06 time: 0.3435 last_time: 0.3245 data_time: 0.0195 last_data_time: 0.0928 lr: 0.01 max_mem: 5718M [03/23 04:56:07] d2.utils.events INFO: eta: 5:50:56 iter: 16699 total_loss: 0.0254 loss_cls: 0.006499 loss_box_reg: 0.01691 loss_rpn_cls: 0.001133 loss_rpn_loc: 0.001359 loss_D_img_s: 4.797e-06 time: 0.3435 last_time: 0.3309 data_time: 0.0118 last_data_time: 0.0261 lr: 0.01 max_mem: 5718M [03/23 04:56:13] d2.utils.events INFO: eta: 5:50:55 iter: 16719 total_loss: 0.02706 loss_cls: 0.006904 loss_box_reg: 0.01862 loss_rpn_cls: 0.0009884 loss_rpn_loc: 0.001113 loss_D_img_s: 5.058e-06 time: 0.3435 last_time: 0.3400 data_time: 0.0190 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 04:56:20] d2.utils.events INFO: eta: 5:50:56 iter: 16739 total_loss: 0.0314 loss_cls: 0.007191 loss_box_reg: 0.02007 loss_rpn_cls: 0.002324 loss_rpn_loc: 0.001113 loss_D_img_s: 5.061e-06 time: 0.3435 last_time: 0.3169 data_time: 0.0234 last_data_time: 0.0626 lr: 0.01 max_mem: 5718M [03/23 04:56:27] d2.utils.events INFO: eta: 5:50:55 iter: 16759 total_loss: 0.02437 loss_cls: 0.004515 loss_box_reg: 0.01645 loss_rpn_cls: 0.001483 loss_rpn_loc: 0.001286 loss_D_img_s: 5.114e-06 time: 0.3435 last_time: 0.3545 data_time: 0.0158 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 04:56:34] d2.utils.events INFO: eta: 5:51:00 iter: 16779 total_loss: 0.03237 loss_cls: 0.007721 loss_box_reg: 0.01993 loss_rpn_cls: 0.00162 loss_rpn_loc: 0.001348 loss_D_img_s: 5.493e-06 time: 0.3435 last_time: 0.2963 data_time: 0.0173 last_data_time: 0.0063 lr: 0.01 max_mem: 5718M [03/23 04:56:41] d2.utils.events INFO: eta: 5:51:15 iter: 16799 total_loss: 0.03111 loss_cls: 0.008 loss_box_reg: 0.01971 loss_rpn_cls: 0.001156 loss_rpn_loc: 0.001065 loss_D_img_s: 5.146e-06 time: 0.3434 last_time: 0.3367 data_time: 0.0146 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 04:56:47] d2.utils.events INFO: eta: 5:51:14 iter: 16819 total_loss: 0.03419 loss_cls: 0.006907 loss_box_reg: 0.02192 loss_rpn_cls: 0.00211 loss_rpn_loc: 0.001676 loss_D_img_s: 5.161e-06 time: 0.3434 last_time: 0.3407 data_time: 0.0206 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 04:56:54] d2.utils.events INFO: eta: 5:51:08 iter: 16839 total_loss: 0.02543 loss_cls: 0.008074 loss_box_reg: 0.01569 loss_rpn_cls: 0.001536 loss_rpn_loc: 0.001201 loss_D_img_s: 5.277e-06 time: 0.3434 last_time: 0.3314 data_time: 0.0166 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 04:57:01] d2.utils.events INFO: eta: 5:51:09 iter: 16859 total_loss: 0.02909 loss_cls: 0.005694 loss_box_reg: 0.01916 loss_rpn_cls: 0.001169 loss_rpn_loc: 0.001008 loss_D_img_s: 5.043e-06 time: 0.3434 last_time: 0.3690 data_time: 0.0134 last_data_time: 0.0196 lr: 0.01 max_mem: 5718M [03/23 04:57:08] d2.utils.events INFO: eta: 5:51:05 iter: 16879 total_loss: 0.02724 loss_cls: 0.005792 loss_box_reg: 0.01822 loss_rpn_cls: 0.0009479 loss_rpn_loc: 0.0015 loss_D_img_s: 4.568e-06 time: 0.3434 last_time: 0.3174 data_time: 0.0228 last_data_time: 0.0116 lr: 0.01 max_mem: 5718M [03/23 04:57:14] d2.utils.events INFO: eta: 5:50:48 iter: 16899 total_loss: 0.02556 loss_cls: 0.006261 loss_box_reg: 0.01821 loss_rpn_cls: 0.0008037 loss_rpn_loc: 0.001222 loss_D_img_s: 4.594e-06 time: 0.3434 last_time: 0.3251 data_time: 0.0128 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:57:21] d2.utils.events INFO: eta: 5:50:49 iter: 16919 total_loss: 0.02792 loss_cls: 0.006562 loss_box_reg: 0.01909 loss_rpn_cls: 0.001128 loss_rpn_loc: 0.001305 loss_D_img_s: 4.817e-06 time: 0.3434 last_time: 0.3143 data_time: 0.0281 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 04:57:28] d2.utils.events INFO: eta: 5:50:48 iter: 16939 total_loss: 0.02741 loss_cls: 0.00711 loss_box_reg: 0.01813 loss_rpn_cls: 0.0008863 loss_rpn_loc: 0.001657 loss_D_img_s: 4.756e-06 time: 0.3434 last_time: 0.3581 data_time: 0.0133 last_data_time: 0.0216 lr: 0.01 max_mem: 5718M [03/23 04:57:35] d2.utils.events INFO: eta: 5:50:41 iter: 16959 total_loss: 0.02418 loss_cls: 0.005401 loss_box_reg: 0.01551 loss_rpn_cls: 0.000856 loss_rpn_loc: 0.001059 loss_D_img_s: 5.063e-06 time: 0.3434 last_time: 0.3326 data_time: 0.0217 last_data_time: 0.0086 lr: 0.01 max_mem: 5718M [03/23 04:57:42] d2.utils.events INFO: eta: 5:50:46 iter: 16979 total_loss: 0.02874 loss_cls: 0.006805 loss_box_reg: 0.01845 loss_rpn_cls: 0.001097 loss_rpn_loc: 0.001314 loss_D_img_s: 5.673e-06 time: 0.3434 last_time: 0.3382 data_time: 0.0160 last_data_time: 0.0065 lr: 0.01 max_mem: 5718M [03/23 04:57:49] d2.data.common INFO: Serializing the dataset using: [03/23 04:57:49] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:57:49] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:57:49] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:57:49] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:57:50] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0161 s/iter. Inference: 0.0464 s/iter. Eval: 0.0001 s/iter. Total: 0.0627 s/iter. ETA=0:00:25 [03/23 04:57:55] d2.evaluation.evaluator INFO: Inference done 87/410. Dataloading: 0.0140 s/iter. Inference: 0.0518 s/iter. Eval: 0.0002 s/iter. Total: 0.0661 s/iter. ETA=0:00:21 [03/23 04:58:00] d2.evaluation.evaluator INFO: Inference done 165/410. Dataloading: 0.0145 s/iter. Inference: 0.0512 s/iter. Eval: 0.0002 s/iter. Total: 0.0659 s/iter. ETA=0:00:16 [03/23 04:58:06] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0143 s/iter. Inference: 0.0506 s/iter. Eval: 0.0002 s/iter. Total: 0.0651 s/iter. ETA=0:00:10 [03/23 04:58:11] d2.evaluation.evaluator INFO: Inference done 329/410. Dataloading: 0.0136 s/iter. Inference: 0.0501 s/iter. Eval: 0.0001 s/iter. Total: 0.0639 s/iter. ETA=0:00:05 [03/23 04:58:15] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.604643 (0.063221 s / iter per device, on 1 devices) [03/23 04:58:15] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.050131 s / iter per device, on 1 devices) [03/23 04:58:16] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:58:16] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:58:16] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:58:16] d2.evaluation.testing INFO: copypaste: 1.0859,6.3559,0.1374 [03/23 04:58:16] d2.data.common INFO: Serializing the dataset using: [03/23 04:58:16] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 04:58:16] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 04:58:16] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 04:58:16] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 04:58:17] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0135 s/iter. Inference: 0.0506 s/iter. Eval: 0.0002 s/iter. Total: 0.0642 s/iter. ETA=0:00:25 [03/23 04:58:22] d2.evaluation.evaluator INFO: Inference done 89/410. Dataloading: 0.0134 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0653 s/iter. ETA=0:00:20 [03/23 04:58:27] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0130 s/iter. Inference: 0.0516 s/iter. Eval: 0.0002 s/iter. Total: 0.0648 s/iter. ETA=0:00:15 [03/23 04:58:32] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0125 s/iter. Inference: 0.0517 s/iter. Eval: 0.0002 s/iter. Total: 0.0644 s/iter. ETA=0:00:10 [03/23 04:58:37] d2.evaluation.evaluator INFO: Inference done 328/410. Dataloading: 0.0114 s/iter. Inference: 0.0520 s/iter. Eval: 0.0002 s/iter. Total: 0.0637 s/iter. ETA=0:00:05 [03/23 04:58:42] d2.evaluation.evaluator INFO: Inference done 410/410. Dataloading: 0.0110 s/iter. Inference: 0.0519 s/iter. Eval: 0.0002 s/iter. Total: 0.0632 s/iter. ETA=0:00:00 [03/23 04:58:42] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.704590 (0.063468 s / iter per device, on 1 devices) [03/23 04:58:42] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.051881 s / iter per device, on 1 devices) [03/23 04:58:42] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 04:58:42] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 04:58:42] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 04:58:42] d2.evaluation.testing INFO: copypaste: 0.9699,5.2556,0.0000 [03/23 04:58:42] d2.utils.events INFO: eta: 5:50:53 iter: 16999 total_loss: 0.02287 loss_cls: 0.00574 loss_box_reg: 0.01641 loss_rpn_cls: 0.0009002 loss_rpn_loc: 0.001151 loss_D_img_s: 4.912e-06 time: 0.3434 last_time: 0.3440 data_time: 0.0125 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 04:58:49] d2.utils.events INFO: eta: 5:50:53 iter: 17019 total_loss: 0.0298 loss_cls: 0.007646 loss_box_reg: 0.01984 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.001039 loss_D_img_s: 4.907e-06 time: 0.3434 last_time: 0.3233 data_time: 0.0216 last_data_time: 0.0135 lr: 0.01 max_mem: 5718M [03/23 04:58:56] d2.utils.events INFO: eta: 5:50:58 iter: 17039 total_loss: 0.02078 loss_cls: 0.00404 loss_box_reg: 0.01436 loss_rpn_cls: 0.00112 loss_rpn_loc: 0.001163 loss_D_img_s: 5e-06 time: 0.3434 last_time: 0.3254 data_time: 0.0127 last_data_time: 0.0265 lr: 0.01 max_mem: 5718M [03/23 04:59:02] d2.utils.events INFO: eta: 5:50:50 iter: 17059 total_loss: 0.02541 loss_cls: 0.006098 loss_box_reg: 0.01623 loss_rpn_cls: 0.0008988 loss_rpn_loc: 0.00124 loss_D_img_s: 4.958e-06 time: 0.3434 last_time: 0.3375 data_time: 0.0282 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 04:59:09] d2.utils.events INFO: eta: 5:50:47 iter: 17079 total_loss: 0.03072 loss_cls: 0.007762 loss_box_reg: 0.01758 loss_rpn_cls: 0.001382 loss_rpn_loc: 0.001208 loss_D_img_s: 4.686e-06 time: 0.3434 last_time: 0.3537 data_time: 0.0176 last_data_time: 0.0099 lr: 0.01 max_mem: 5718M [03/23 04:59:16] d2.utils.events INFO: eta: 5:50:20 iter: 17099 total_loss: 0.02797 loss_cls: 0.007423 loss_box_reg: 0.01725 loss_rpn_cls: 0.00139 loss_rpn_loc: 0.001179 loss_D_img_s: 4.732e-06 time: 0.3434 last_time: 0.3542 data_time: 0.0100 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:59:23] d2.utils.events INFO: eta: 5:50:34 iter: 17119 total_loss: 0.03015 loss_cls: 0.006447 loss_box_reg: 0.01943 loss_rpn_cls: 0.0009669 loss_rpn_loc: 0.001359 loss_D_img_s: 5.028e-06 time: 0.3434 last_time: 0.3136 data_time: 0.0209 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 04:59:29] d2.utils.events INFO: eta: 5:50:27 iter: 17139 total_loss: 0.02947 loss_cls: 0.007144 loss_box_reg: 0.01912 loss_rpn_cls: 0.0008971 loss_rpn_loc: 0.001481 loss_D_img_s: 4.955e-06 time: 0.3434 last_time: 0.3267 data_time: 0.0240 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 04:59:37] d2.utils.events INFO: eta: 5:50:54 iter: 17159 total_loss: 0.02691 loss_cls: 0.00657 loss_box_reg: 0.01453 loss_rpn_cls: 0.00145 loss_rpn_loc: 0.001168 loss_D_img_s: 4.975e-06 time: 0.3434 last_time: 0.3219 data_time: 0.0245 last_data_time: 0.0069 lr: 0.01 max_mem: 5718M [03/23 04:59:43] d2.utils.events INFO: eta: 5:50:39 iter: 17179 total_loss: 0.03591 loss_cls: 0.007482 loss_box_reg: 0.02433 loss_rpn_cls: 0.002072 loss_rpn_loc: 0.001737 loss_D_img_s: 5.255e-06 time: 0.3434 last_time: 0.3315 data_time: 0.0201 last_data_time: 0.0358 lr: 0.01 max_mem: 5718M [03/23 04:59:50] d2.utils.events INFO: eta: 5:50:45 iter: 17199 total_loss: 0.03301 loss_cls: 0.006114 loss_box_reg: 0.02254 loss_rpn_cls: 0.001558 loss_rpn_loc: 0.001492 loss_D_img_s: 4.766e-06 time: 0.3434 last_time: 0.3320 data_time: 0.0174 last_data_time: 0.0211 lr: 0.01 max_mem: 5718M [03/23 04:59:57] d2.utils.events INFO: eta: 5:50:29 iter: 17219 total_loss: 0.02947 loss_cls: 0.007911 loss_box_reg: 0.01971 loss_rpn_cls: 0.001171 loss_rpn_loc: 0.001154 loss_D_img_s: 4.947e-06 time: 0.3434 last_time: 0.3260 data_time: 0.0158 last_data_time: 0.0845 lr: 0.01 max_mem: 5718M [03/23 05:00:04] d2.utils.events INFO: eta: 5:50:21 iter: 17239 total_loss: 0.02385 loss_cls: 0.006277 loss_box_reg: 0.01549 loss_rpn_cls: 0.0009803 loss_rpn_loc: 0.0009205 loss_D_img_s: 4.936e-06 time: 0.3434 last_time: 0.3400 data_time: 0.0136 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 05:00:10] d2.utils.events INFO: eta: 5:50:10 iter: 17259 total_loss: 0.02911 loss_cls: 0.005233 loss_box_reg: 0.01931 loss_rpn_cls: 0.001808 loss_rpn_loc: 0.001668 loss_D_img_s: 4.842e-06 time: 0.3433 last_time: 0.3435 data_time: 0.0163 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 05:00:17] d2.utils.events INFO: eta: 5:50:07 iter: 17279 total_loss: 0.03484 loss_cls: 0.006863 loss_box_reg: 0.02147 loss_rpn_cls: 0.001227 loss_rpn_loc: 0.001504 loss_D_img_s: 5.267e-06 time: 0.3433 last_time: 0.3613 data_time: 0.0227 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 05:00:24] d2.utils.events INFO: eta: 5:50:17 iter: 17299 total_loss: 0.0288 loss_cls: 0.005743 loss_box_reg: 0.01884 loss_rpn_cls: 0.001522 loss_rpn_loc: 0.0008751 loss_D_img_s: 5.478e-06 time: 0.3433 last_time: 0.3421 data_time: 0.0149 last_data_time: 0.0109 lr: 0.01 max_mem: 5718M [03/23 05:00:31] d2.utils.events INFO: eta: 5:50:17 iter: 17319 total_loss: 0.03609 loss_cls: 0.008468 loss_box_reg: 0.0238 loss_rpn_cls: 0.002393 loss_rpn_loc: 0.001437 loss_D_img_s: 5.447e-06 time: 0.3433 last_time: 0.3185 data_time: 0.0282 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 05:00:38] d2.utils.events INFO: eta: 5:50:13 iter: 17339 total_loss: 0.02556 loss_cls: 0.006592 loss_box_reg: 0.01949 loss_rpn_cls: 0.001142 loss_rpn_loc: 0.001404 loss_D_img_s: 5.419e-06 time: 0.3433 last_time: 0.3166 data_time: 0.0165 last_data_time: 0.0064 lr: 0.01 max_mem: 5718M [03/23 05:00:45] d2.utils.events INFO: eta: 5:50:12 iter: 17359 total_loss: 0.02657 loss_cls: 0.006041 loss_box_reg: 0.01824 loss_rpn_cls: 0.000833 loss_rpn_loc: 0.0009795 loss_D_img_s: 5.439e-06 time: 0.3433 last_time: 0.3816 data_time: 0.0189 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 05:00:51] d2.utils.events INFO: eta: 5:50:05 iter: 17379 total_loss: 0.02875 loss_cls: 0.006682 loss_box_reg: 0.01772 loss_rpn_cls: 0.001612 loss_rpn_loc: 0.001304 loss_D_img_s: 5.232e-06 time: 0.3433 last_time: 0.3500 data_time: 0.0150 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 05:00:58] d2.utils.events INFO: eta: 5:49:56 iter: 17399 total_loss: 0.02518 loss_cls: 0.005168 loss_box_reg: 0.01697 loss_rpn_cls: 0.001724 loss_rpn_loc: 0.001143 loss_D_img_s: 5.24e-06 time: 0.3433 last_time: 0.3240 data_time: 0.0114 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 05:01:05] d2.utils.events INFO: eta: 5:49:47 iter: 17419 total_loss: 0.02587 loss_cls: 0.004898 loss_box_reg: 0.01627 loss_rpn_cls: 0.001656 loss_rpn_loc: 0.001126 loss_D_img_s: 5.115e-06 time: 0.3433 last_time: 0.3293 data_time: 0.0213 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 05:01:12] d2.utils.events INFO: eta: 5:49:56 iter: 17439 total_loss: 0.02576 loss_cls: 0.005516 loss_box_reg: 0.01903 loss_rpn_cls: 0.001366 loss_rpn_loc: 0.00113 loss_D_img_s: 4.958e-06 time: 0.3433 last_time: 0.3495 data_time: 0.0191 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 05:01:18] d2.utils.events INFO: eta: 5:49:56 iter: 17459 total_loss: 0.02102 loss_cls: 0.004697 loss_box_reg: 0.01496 loss_rpn_cls: 0.000863 loss_rpn_loc: 0.001617 loss_D_img_s: 5.004e-06 time: 0.3433 last_time: 0.3756 data_time: 0.0190 last_data_time: 0.0251 lr: 0.01 max_mem: 5718M [03/23 05:01:25] d2.utils.events INFO: eta: 5:49:46 iter: 17479 total_loss: 0.02622 loss_cls: 0.005437 loss_box_reg: 0.01656 loss_rpn_cls: 0.001331 loss_rpn_loc: 0.0009839 loss_D_img_s: 5.206e-06 time: 0.3433 last_time: 0.3646 data_time: 0.0142 last_data_time: 0.0222 lr: 0.01 max_mem: 5718M [03/23 05:01:32] d2.utils.events INFO: eta: 5:49:53 iter: 17499 total_loss: 0.0294 loss_cls: 0.006209 loss_box_reg: 0.01879 loss_rpn_cls: 0.001253 loss_rpn_loc: 0.001495 loss_D_img_s: 5.082e-06 time: 0.3433 last_time: 0.4102 data_time: 0.0128 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 05:01:39] d2.utils.events INFO: eta: 5:50:05 iter: 17519 total_loss: 0.02727 loss_cls: 0.005141 loss_box_reg: 0.02079 loss_rpn_cls: 0.0008802 loss_rpn_loc: 0.001349 loss_D_img_s: 5.029e-06 time: 0.3433 last_time: 0.3361 data_time: 0.0136 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 05:01:46] d2.utils.events INFO: eta: 5:49:40 iter: 17539 total_loss: 0.02817 loss_cls: 0.007362 loss_box_reg: 0.01933 loss_rpn_cls: 0.002145 loss_rpn_loc: 0.001234 loss_D_img_s: 5.293e-06 time: 0.3433 last_time: 0.3512 data_time: 0.0141 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 05:01:53] d2.utils.events INFO: eta: 5:49:49 iter: 17559 total_loss: 0.03367 loss_cls: 0.007817 loss_box_reg: 0.01957 loss_rpn_cls: 0.001942 loss_rpn_loc: 0.001267 loss_D_img_s: 5.217e-06 time: 0.3433 last_time: 0.3247 data_time: 0.0161 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 05:01:59] d2.utils.events INFO: eta: 5:49:26 iter: 17579 total_loss: 0.02663 loss_cls: 0.007114 loss_box_reg: 0.0171 loss_rpn_cls: 0.001346 loss_rpn_loc: 0.001419 loss_D_img_s: 4.8e-06 time: 0.3433 last_time: 0.3281 data_time: 0.0139 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 05:02:07] d2.utils.events INFO: eta: 5:49:41 iter: 17599 total_loss: 0.0232 loss_cls: 0.004536 loss_box_reg: 0.01525 loss_rpn_cls: 0.001001 loss_rpn_loc: 0.001033 loss_D_img_s: 5.158e-06 time: 0.3433 last_time: 0.3479 data_time: 0.0202 last_data_time: 0.1177 lr: 0.01 max_mem: 5718M [03/23 05:02:13] d2.utils.events INFO: eta: 5:49:35 iter: 17619 total_loss: 0.02828 loss_cls: 0.00654 loss_box_reg: 0.01811 loss_rpn_cls: 0.000977 loss_rpn_loc: 0.001093 loss_D_img_s: 5.177e-06 time: 0.3433 last_time: 0.3350 data_time: 0.0105 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:02:20] d2.utils.events INFO: eta: 5:49:22 iter: 17639 total_loss: 0.02403 loss_cls: 0.00419 loss_box_reg: 0.01817 loss_rpn_cls: 0.0008648 loss_rpn_loc: 0.001134 loss_D_img_s: 4.628e-06 time: 0.3433 last_time: 0.3410 data_time: 0.0128 last_data_time: 0.0202 lr: 0.01 max_mem: 5718M [03/23 05:02:27] d2.utils.events INFO: eta: 5:49:12 iter: 17659 total_loss: 0.02798 loss_cls: 0.004993 loss_box_reg: 0.01864 loss_rpn_cls: 0.0007707 loss_rpn_loc: 0.001213 loss_D_img_s: 4.909e-06 time: 0.3433 last_time: 0.3298 data_time: 0.0111 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:02:34] d2.utils.events INFO: eta: 5:49:29 iter: 17679 total_loss: 0.03265 loss_cls: 0.007446 loss_box_reg: 0.01932 loss_rpn_cls: 0.001083 loss_rpn_loc: 0.001462 loss_D_img_s: 4.869e-06 time: 0.3433 last_time: 0.3260 data_time: 0.0107 last_data_time: 0.0071 lr: 0.01 max_mem: 5718M [03/23 05:02:41] d2.utils.events INFO: eta: 5:49:12 iter: 17699 total_loss: 0.02189 loss_cls: 0.004643 loss_box_reg: 0.01597 loss_rpn_cls: 0.001328 loss_rpn_loc: 0.001208 loss_D_img_s: 5.246e-06 time: 0.3433 last_time: 0.3441 data_time: 0.0198 last_data_time: 0.0309 lr: 0.01 max_mem: 5718M [03/23 05:02:48] d2.utils.events INFO: eta: 5:49:07 iter: 17719 total_loss: 0.02524 loss_cls: 0.006188 loss_box_reg: 0.01552 loss_rpn_cls: 0.001668 loss_rpn_loc: 0.001236 loss_D_img_s: 5.099e-06 time: 0.3433 last_time: 0.3322 data_time: 0.0294 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 05:02:54] d2.utils.events INFO: eta: 5:49:09 iter: 17739 total_loss: 0.03083 loss_cls: 0.006063 loss_box_reg: 0.01714 loss_rpn_cls: 0.001821 loss_rpn_loc: 0.001301 loss_D_img_s: 5.354e-06 time: 0.3433 last_time: 0.3196 data_time: 0.0168 last_data_time: 0.0092 lr: 0.01 max_mem: 5718M [03/23 05:03:02] d2.utils.events INFO: eta: 5:48:59 iter: 17759 total_loss: 0.02996 loss_cls: 0.008015 loss_box_reg: 0.01862 loss_rpn_cls: 0.002015 loss_rpn_loc: 0.001532 loss_D_img_s: 5.242e-06 time: 0.3433 last_time: 0.3412 data_time: 0.0167 last_data_time: 0.0216 lr: 0.01 max_mem: 5718M [03/23 05:03:08] d2.utils.events INFO: eta: 5:48:49 iter: 17779 total_loss: 0.02612 loss_cls: 0.006754 loss_box_reg: 0.01664 loss_rpn_cls: 0.001149 loss_rpn_loc: 0.001128 loss_D_img_s: 4.953e-06 time: 0.3433 last_time: 0.3121 data_time: 0.0121 last_data_time: 0.0075 lr: 0.01 max_mem: 5718M [03/23 05:03:15] d2.utils.events INFO: eta: 5:48:37 iter: 17799 total_loss: 0.02705 loss_cls: 0.005259 loss_box_reg: 0.01808 loss_rpn_cls: 0.00126 loss_rpn_loc: 0.0011 loss_D_img_s: 4.941e-06 time: 0.3433 last_time: 0.3528 data_time: 0.0151 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:03:22] d2.utils.events INFO: eta: 5:48:30 iter: 17819 total_loss: 0.02923 loss_cls: 0.004901 loss_box_reg: 0.01839 loss_rpn_cls: 0.001053 loss_rpn_loc: 0.001404 loss_D_img_s: 4.958e-06 time: 0.3433 last_time: 0.5132 data_time: 0.0101 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 05:03:29] d2.utils.events INFO: eta: 5:48:29 iter: 17839 total_loss: 0.03213 loss_cls: 0.007432 loss_box_reg: 0.01879 loss_rpn_cls: 0.001728 loss_rpn_loc: 0.001529 loss_D_img_s: 4.966e-06 time: 0.3433 last_time: 0.3555 data_time: 0.0185 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 05:03:36] d2.utils.events INFO: eta: 5:48:20 iter: 17859 total_loss: 0.024 loss_cls: 0.005349 loss_box_reg: 0.01656 loss_rpn_cls: 0.001254 loss_rpn_loc: 0.00128 loss_D_img_s: 5.17e-06 time: 0.3433 last_time: 0.3269 data_time: 0.0224 last_data_time: 0.0154 lr: 0.01 max_mem: 5718M [03/23 05:03:42] d2.utils.events INFO: eta: 5:48:09 iter: 17879 total_loss: 0.02687 loss_cls: 0.005963 loss_box_reg: 0.01638 loss_rpn_cls: 0.001183 loss_rpn_loc: 0.001011 loss_D_img_s: 5.013e-06 time: 0.3433 last_time: 0.3170 data_time: 0.0158 last_data_time: 0.0319 lr: 0.01 max_mem: 5718M [03/23 05:03:49] d2.utils.events INFO: eta: 5:48:09 iter: 17899 total_loss: 0.02676 loss_cls: 0.005548 loss_box_reg: 0.01796 loss_rpn_cls: 0.001189 loss_rpn_loc: 0.001194 loss_D_img_s: 5.127e-06 time: 0.3433 last_time: 0.3235 data_time: 0.0122 last_data_time: 0.0123 lr: 0.01 max_mem: 5718M [03/23 05:03:56] d2.utils.events INFO: eta: 5:48:05 iter: 17919 total_loss: 0.02579 loss_cls: 0.005323 loss_box_reg: 0.01588 loss_rpn_cls: 0.001091 loss_rpn_loc: 0.001105 loss_D_img_s: 5.139e-06 time: 0.3433 last_time: 0.3404 data_time: 0.0131 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:04:03] d2.utils.events INFO: eta: 5:47:49 iter: 17939 total_loss: 0.02812 loss_cls: 0.004824 loss_box_reg: 0.0184 loss_rpn_cls: 0.001581 loss_rpn_loc: 0.001197 loss_D_img_s: 4.673e-06 time: 0.3433 last_time: 0.3324 data_time: 0.0121 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 05:04:10] d2.utils.events INFO: eta: 5:47:42 iter: 17959 total_loss: 0.03058 loss_cls: 0.005661 loss_box_reg: 0.02057 loss_rpn_cls: 0.001158 loss_rpn_loc: 0.001122 loss_D_img_s: 4.599e-06 time: 0.3433 last_time: 0.3443 data_time: 0.0164 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 05:04:17] d2.utils.events INFO: eta: 5:47:21 iter: 17979 total_loss: 0.02123 loss_cls: 0.004465 loss_box_reg: 0.01501 loss_rpn_cls: 0.001174 loss_rpn_loc: 0.0008807 loss_D_img_s: 5.113e-06 time: 0.3433 last_time: 0.3354 data_time: 0.0174 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 05:04:23] d2.data.common INFO: Serializing the dataset using: [03/23 05:04:23] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:04:23] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:04:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:04:23] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:04:25] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0382 s/iter. Inference: 0.0552 s/iter. Eval: 0.0004 s/iter. Total: 0.0937 s/iter. ETA=0:00:37 [03/23 05:04:30] d2.evaluation.evaluator INFO: Inference done 86/410. Dataloading: 0.0166 s/iter. Inference: 0.0526 s/iter. Eval: 0.0002 s/iter. Total: 0.0694 s/iter. ETA=0:00:22 [03/23 05:04:35] d2.evaluation.evaluator INFO: Inference done 164/410. Dataloading: 0.0153 s/iter. Inference: 0.0515 s/iter. Eval: 0.0002 s/iter. Total: 0.0670 s/iter. ETA=0:00:16 [03/23 05:04:40] d2.evaluation.evaluator INFO: Inference done 241/410. Dataloading: 0.0148 s/iter. Inference: 0.0515 s/iter. Eval: 0.0002 s/iter. Total: 0.0665 s/iter. ETA=0:00:11 [03/23 05:04:45] d2.evaluation.evaluator INFO: Inference done 313/410. Dataloading: 0.0152 s/iter. Inference: 0.0519 s/iter. Eval: 0.0002 s/iter. Total: 0.0673 s/iter. ETA=0:00:06 [03/23 05:04:50] d2.evaluation.evaluator INFO: Inference done 395/410. Dataloading: 0.0143 s/iter. Inference: 0.0515 s/iter. Eval: 0.0002 s/iter. Total: 0.0660 s/iter. ETA=0:00:00 [03/23 05:04:51] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.699909 (0.065926 s / iter per device, on 1 devices) [03/23 05:04:51] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051615 s / iter per device, on 1 devices) [03/23 05:04:51] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:04:51] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:04:51] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:04:51] d2.evaluation.testing INFO: copypaste: 0.8262,4.4286,0.0000 [03/23 05:04:51] d2.data.common INFO: Serializing the dataset using: [03/23 05:04:51] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:04:51] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:04:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:04:51] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:04:55] d2.evaluation.evaluator INFO: Inference done 52/410. Dataloading: 0.0129 s/iter. Inference: 0.0522 s/iter. Eval: 0.0003 s/iter. Total: 0.0654 s/iter. ETA=0:00:23 [03/23 05:05:00] d2.evaluation.evaluator INFO: Inference done 132/410. Dataloading: 0.0109 s/iter. Inference: 0.0528 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:17 [03/23 05:05:05] d2.evaluation.evaluator INFO: Inference done 211/410. Dataloading: 0.0115 s/iter. Inference: 0.0522 s/iter. Eval: 0.0002 s/iter. Total: 0.0640 s/iter. ETA=0:00:12 [03/23 05:05:10] d2.evaluation.evaluator INFO: Inference done 289/410. Dataloading: 0.0120 s/iter. Inference: 0.0520 s/iter. Eval: 0.0002 s/iter. Total: 0.0643 s/iter. ETA=0:00:07 [03/23 05:05:15] d2.evaluation.evaluator INFO: Inference done 371/410. Dataloading: 0.0111 s/iter. Inference: 0.0523 s/iter. Eval: 0.0002 s/iter. Total: 0.0636 s/iter. ETA=0:00:02 [03/23 05:05:18] d2.evaluation.evaluator INFO: Total inference time: 0:00:25.751314 (0.063583 s / iter per device, on 1 devices) [03/23 05:05:18] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052382 s / iter per device, on 1 devices) [03/23 05:05:18] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:05:18] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:05:18] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:05:18] d2.evaluation.testing INFO: copypaste: 1.2817,6.5303,0.0000 [03/23 05:05:18] d2.utils.events INFO: eta: 5:47:11 iter: 17999 total_loss: 0.03089 loss_cls: 0.006908 loss_box_reg: 0.01966 loss_rpn_cls: 0.001784 loss_rpn_loc: 0.001423 loss_D_img_s: 5.022e-06 time: 0.3433 last_time: 0.3578 data_time: 0.0145 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 05:05:24] d2.utils.events INFO: eta: 5:47:01 iter: 18019 total_loss: 0.02196 loss_cls: 0.005332 loss_box_reg: 0.01477 loss_rpn_cls: 0.001644 loss_rpn_loc: 0.001618 loss_D_img_s: 5.23e-06 time: 0.3432 last_time: 0.3431 data_time: 0.0125 last_data_time: 0.0043 lr: 0.01 max_mem: 5718M [03/23 05:05:31] d2.utils.events INFO: eta: 5:47:03 iter: 18039 total_loss: 0.02846 loss_cls: 0.007342 loss_box_reg: 0.01691 loss_rpn_cls: 0.001078 loss_rpn_loc: 0.001335 loss_D_img_s: 4.92e-06 time: 0.3432 last_time: 0.3079 data_time: 0.0164 last_data_time: 0.1029 lr: 0.01 max_mem: 5718M [03/23 05:05:38] d2.utils.events INFO: eta: 5:46:51 iter: 18059 total_loss: 0.02811 loss_cls: 0.005949 loss_box_reg: 0.02036 loss_rpn_cls: 0.00105 loss_rpn_loc: 0.001189 loss_D_img_s: 4.771e-06 time: 0.3432 last_time: 0.3167 data_time: 0.0184 last_data_time: 0.0238 lr: 0.01 max_mem: 5718M [03/23 05:05:45] d2.utils.events INFO: eta: 5:46:49 iter: 18079 total_loss: 0.02489 loss_cls: 0.006226 loss_box_reg: 0.01728 loss_rpn_cls: 0.001252 loss_rpn_loc: 0.0008418 loss_D_img_s: 4.689e-06 time: 0.3432 last_time: 0.3404 data_time: 0.0168 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 05:05:51] d2.utils.events INFO: eta: 5:46:58 iter: 18099 total_loss: 0.02738 loss_cls: 0.006914 loss_box_reg: 0.01767 loss_rpn_cls: 0.000898 loss_rpn_loc: 0.001096 loss_D_img_s: 4.742e-06 time: 0.3432 last_time: 0.3112 data_time: 0.0138 last_data_time: 0.0126 lr: 0.01 max_mem: 5718M [03/23 05:05:58] d2.utils.events INFO: eta: 5:46:49 iter: 18119 total_loss: 0.03176 loss_cls: 0.007384 loss_box_reg: 0.01939 loss_rpn_cls: 0.001728 loss_rpn_loc: 0.001223 loss_D_img_s: 4.661e-06 time: 0.3432 last_time: 0.3095 data_time: 0.0166 last_data_time: 0.0093 lr: 0.01 max_mem: 5718M [03/23 05:06:05] d2.utils.events INFO: eta: 5:46:17 iter: 18139 total_loss: 0.02893 loss_cls: 0.006845 loss_box_reg: 0.01884 loss_rpn_cls: 0.001893 loss_rpn_loc: 0.00153 loss_D_img_s: 5.106e-06 time: 0.3432 last_time: 0.3354 data_time: 0.0197 last_data_time: 0.0957 lr: 0.01 max_mem: 5718M [03/23 05:06:11] d2.utils.events INFO: eta: 5:45:55 iter: 18159 total_loss: 0.02966 loss_cls: 0.006011 loss_box_reg: 0.01746 loss_rpn_cls: 0.001661 loss_rpn_loc: 0.00138 loss_D_img_s: 5.228e-06 time: 0.3432 last_time: 0.3219 data_time: 0.0099 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 05:06:18] d2.utils.events INFO: eta: 5:45:52 iter: 18179 total_loss: 0.02929 loss_cls: 0.007278 loss_box_reg: 0.01628 loss_rpn_cls: 0.002266 loss_rpn_loc: 0.001151 loss_D_img_s: 4.882e-06 time: 0.3432 last_time: 0.3202 data_time: 0.0133 last_data_time: 0.0203 lr: 0.01 max_mem: 5718M [03/23 05:06:25] d2.utils.events INFO: eta: 5:45:35 iter: 18199 total_loss: 0.02454 loss_cls: 0.005864 loss_box_reg: 0.01757 loss_rpn_cls: 0.0006766 loss_rpn_loc: 0.00103 loss_D_img_s: 5.004e-06 time: 0.3432 last_time: 0.3322 data_time: 0.0161 last_data_time: 0.0236 lr: 0.01 max_mem: 5718M [03/23 05:06:32] d2.utils.events INFO: eta: 5:45:42 iter: 18219 total_loss: 0.03578 loss_cls: 0.007255 loss_box_reg: 0.02444 loss_rpn_cls: 0.002572 loss_rpn_loc: 0.001666 loss_D_img_s: 5.346e-06 time: 0.3432 last_time: 0.3268 data_time: 0.0129 last_data_time: 0.0332 lr: 0.01 max_mem: 5718M [03/23 05:06:38] d2.utils.events INFO: eta: 5:45:32 iter: 18239 total_loss: 0.02647 loss_cls: 0.006593 loss_box_reg: 0.01565 loss_rpn_cls: 0.001652 loss_rpn_loc: 0.001353 loss_D_img_s: 5.147e-06 time: 0.3432 last_time: 0.3268 data_time: 0.0131 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 05:06:45] d2.utils.events INFO: eta: 5:45:35 iter: 18259 total_loss: 0.03777 loss_cls: 0.009172 loss_box_reg: 0.02217 loss_rpn_cls: 0.002571 loss_rpn_loc: 0.001031 loss_D_img_s: 5.772e-06 time: 0.3432 last_time: 0.3402 data_time: 0.0143 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 05:06:52] d2.utils.events INFO: eta: 5:45:26 iter: 18279 total_loss: 0.02617 loss_cls: 0.005957 loss_box_reg: 0.01794 loss_rpn_cls: 0.001047 loss_rpn_loc: 0.0009911 loss_D_img_s: 5.085e-06 time: 0.3432 last_time: 0.3482 data_time: 0.0133 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 05:06:59] d2.utils.events INFO: eta: 5:44:32 iter: 18299 total_loss: 0.02938 loss_cls: 0.005593 loss_box_reg: 0.02 loss_rpn_cls: 0.001848 loss_rpn_loc: 0.001225 loss_D_img_s: 5.328e-06 time: 0.3431 last_time: 0.3574 data_time: 0.0178 last_data_time: 0.0248 lr: 0.01 max_mem: 5718M [03/23 05:07:06] d2.utils.events INFO: eta: 5:44:55 iter: 18319 total_loss: 0.02656 loss_cls: 0.005976 loss_box_reg: 0.01708 loss_rpn_cls: 0.001629 loss_rpn_loc: 0.0008627 loss_D_img_s: 5.355e-06 time: 0.3432 last_time: 0.3423 data_time: 0.0103 last_data_time: 0.0094 lr: 0.01 max_mem: 5718M [03/23 05:07:12] d2.utils.events INFO: eta: 5:44:12 iter: 18339 total_loss: 0.02673 loss_cls: 0.006426 loss_box_reg: 0.01917 loss_rpn_cls: 0.001125 loss_rpn_loc: 0.001265 loss_D_img_s: 5.391e-06 time: 0.3431 last_time: 0.3460 data_time: 0.0175 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:07:19] d2.utils.events INFO: eta: 5:44:41 iter: 18359 total_loss: 0.02291 loss_cls: 0.005846 loss_box_reg: 0.01732 loss_rpn_cls: 0.000826 loss_rpn_loc: 0.001091 loss_D_img_s: 4.706e-06 time: 0.3432 last_time: 0.3773 data_time: 0.0189 last_data_time: 0.0158 lr: 0.01 max_mem: 5718M [03/23 05:07:26] d2.utils.events INFO: eta: 5:44:41 iter: 18379 total_loss: 0.02382 loss_cls: 0.005656 loss_box_reg: 0.01601 loss_rpn_cls: 0.0008162 loss_rpn_loc: 0.001313 loss_D_img_s: 4.912e-06 time: 0.3432 last_time: 0.3393 data_time: 0.0123 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 05:07:33] d2.utils.events INFO: eta: 5:44:42 iter: 18399 total_loss: 0.02882 loss_cls: 0.00687 loss_box_reg: 0.01974 loss_rpn_cls: 0.001617 loss_rpn_loc: 0.001209 loss_D_img_s: 4.639e-06 time: 0.3431 last_time: 0.3357 data_time: 0.0205 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 05:07:40] d2.utils.events INFO: eta: 5:44:38 iter: 18419 total_loss: 0.03341 loss_cls: 0.007614 loss_box_reg: 0.02122 loss_rpn_cls: 0.001912 loss_rpn_loc: 0.00184 loss_D_img_s: 4.615e-06 time: 0.3431 last_time: 0.3322 data_time: 0.0200 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 05:07:46] d2.utils.events INFO: eta: 5:44:06 iter: 18439 total_loss: 0.02041 loss_cls: 0.004774 loss_box_reg: 0.01267 loss_rpn_cls: 0.001177 loss_rpn_loc: 0.001102 loss_D_img_s: 4.481e-06 time: 0.3431 last_time: 0.3212 data_time: 0.0094 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 05:07:53] d2.utils.events INFO: eta: 5:43:26 iter: 18459 total_loss: 0.02547 loss_cls: 0.00516 loss_box_reg: 0.01779 loss_rpn_cls: 0.00135 loss_rpn_loc: 0.00113 loss_D_img_s: 4.749e-06 time: 0.3431 last_time: 0.3901 data_time: 0.0194 last_data_time: 0.0569 lr: 0.01 max_mem: 5718M [03/23 05:08:00] d2.utils.events INFO: eta: 5:43:55 iter: 18479 total_loss: 0.04225 loss_cls: 0.009242 loss_box_reg: 0.02868 loss_rpn_cls: 0.001763 loss_rpn_loc: 0.001243 loss_D_img_s: 4.907e-06 time: 0.3431 last_time: 0.3398 data_time: 0.0175 last_data_time: 0.0104 lr: 0.01 max_mem: 5718M [03/23 05:08:07] d2.utils.events INFO: eta: 5:43:21 iter: 18499 total_loss: 0.02728 loss_cls: 0.004695 loss_box_reg: 0.019 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.001071 loss_D_img_s: 5.117e-06 time: 0.3431 last_time: 0.3059 data_time: 0.0168 last_data_time: 0.0759 lr: 0.01 max_mem: 5718M [03/23 05:08:14] d2.utils.events INFO: eta: 5:43:21 iter: 18519 total_loss: 0.02537 loss_cls: 0.005746 loss_box_reg: 0.01861 loss_rpn_cls: 0.0009906 loss_rpn_loc: 0.001229 loss_D_img_s: 4.816e-06 time: 0.3431 last_time: 0.3335 data_time: 0.0120 last_data_time: 0.0167 lr: 0.01 max_mem: 5718M [03/23 05:08:21] d2.utils.events INFO: eta: 5:43:32 iter: 18539 total_loss: 0.02546 loss_cls: 0.005088 loss_box_reg: 0.0171 loss_rpn_cls: 0.0007874 loss_rpn_loc: 0.001253 loss_D_img_s: 4.833e-06 time: 0.3431 last_time: 0.3075 data_time: 0.0090 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 05:08:27] d2.utils.events INFO: eta: 5:43:01 iter: 18559 total_loss: 0.02572 loss_cls: 0.005014 loss_box_reg: 0.01623 loss_rpn_cls: 0.001242 loss_rpn_loc: 0.0009111 loss_D_img_s: 4.711e-06 time: 0.3431 last_time: 0.3332 data_time: 0.0196 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 05:08:34] d2.utils.events INFO: eta: 5:43:01 iter: 18579 total_loss: 0.02574 loss_cls: 0.005027 loss_box_reg: 0.01781 loss_rpn_cls: 0.0009758 loss_rpn_loc: 0.001131 loss_D_img_s: 4.583e-06 time: 0.3431 last_time: 0.3200 data_time: 0.0117 last_data_time: 0.0110 lr: 0.01 max_mem: 5718M [03/23 05:08:41] d2.utils.events INFO: eta: 5:42:35 iter: 18599 total_loss: 0.02325 loss_cls: 0.006265 loss_box_reg: 0.01634 loss_rpn_cls: 0.001568 loss_rpn_loc: 0.001314 loss_D_img_s: 4.799e-06 time: 0.3431 last_time: 0.3438 data_time: 0.0177 last_data_time: 0.0231 lr: 0.01 max_mem: 5718M [03/23 05:08:47] d2.utils.events INFO: eta: 5:42:39 iter: 18619 total_loss: 0.03415 loss_cls: 0.006226 loss_box_reg: 0.02226 loss_rpn_cls: 0.001615 loss_rpn_loc: 0.001227 loss_D_img_s: 4.682e-06 time: 0.3431 last_time: 0.3379 data_time: 0.0117 last_data_time: 0.0123 lr: 0.01 max_mem: 5718M [03/23 05:08:54] d2.utils.events INFO: eta: 5:42:58 iter: 18639 total_loss: 0.02554 loss_cls: 0.005813 loss_box_reg: 0.01753 loss_rpn_cls: 0.001665 loss_rpn_loc: 0.001348 loss_D_img_s: 4.84e-06 time: 0.3431 last_time: 0.3571 data_time: 0.0122 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 05:09:01] d2.utils.events INFO: eta: 5:42:55 iter: 18659 total_loss: 0.02378 loss_cls: 0.004798 loss_box_reg: 0.01647 loss_rpn_cls: 0.0007954 loss_rpn_loc: 0.001359 loss_D_img_s: 4.56e-06 time: 0.3431 last_time: 0.3135 data_time: 0.0191 last_data_time: 0.0317 lr: 0.01 max_mem: 5718M [03/23 05:09:08] d2.utils.events INFO: eta: 5:42:18 iter: 18679 total_loss: 0.02817 loss_cls: 0.006458 loss_box_reg: 0.01876 loss_rpn_cls: 0.001443 loss_rpn_loc: 0.001313 loss_D_img_s: 4.637e-06 time: 0.3431 last_time: 0.3327 data_time: 0.0291 last_data_time: 0.0089 lr: 0.01 max_mem: 5718M [03/23 05:09:15] d2.utils.events INFO: eta: 5:42:47 iter: 18699 total_loss: 0.02373 loss_cls: 0.004325 loss_box_reg: 0.01748 loss_rpn_cls: 0.0006243 loss_rpn_loc: 0.001328 loss_D_img_s: 4.83e-06 time: 0.3431 last_time: 0.3273 data_time: 0.0183 last_data_time: 0.0097 lr: 0.01 max_mem: 5718M [03/23 05:09:22] d2.utils.events INFO: eta: 5:42:24 iter: 18719 total_loss: 0.02423 loss_cls: 0.004643 loss_box_reg: 0.01712 loss_rpn_cls: 0.0009286 loss_rpn_loc: 0.001128 loss_D_img_s: 4.877e-06 time: 0.3431 last_time: 0.3299 data_time: 0.0110 last_data_time: 0.0080 lr: 0.01 max_mem: 5718M [03/23 05:09:28] d2.utils.events INFO: eta: 5:42:22 iter: 18739 total_loss: 0.02237 loss_cls: 0.005126 loss_box_reg: 0.01436 loss_rpn_cls: 0.0008951 loss_rpn_loc: 0.0009849 loss_D_img_s: 4.758e-06 time: 0.3431 last_time: 0.3150 data_time: 0.0107 last_data_time: 0.0227 lr: 0.01 max_mem: 5718M [03/23 05:09:35] d2.utils.events INFO: eta: 5:41:41 iter: 18759 total_loss: 0.03066 loss_cls: 0.006572 loss_box_reg: 0.02118 loss_rpn_cls: 0.0009569 loss_rpn_loc: 0.0008765 loss_D_img_s: 4.853e-06 time: 0.3431 last_time: 0.3569 data_time: 0.0107 last_data_time: 0.0068 lr: 0.01 max_mem: 5718M [03/23 05:09:42] d2.utils.events INFO: eta: 5:42:09 iter: 18779 total_loss: 0.03624 loss_cls: 0.007976 loss_box_reg: 0.02152 loss_rpn_cls: 0.001833 loss_rpn_loc: 0.001016 loss_D_img_s: 4.961e-06 time: 0.3431 last_time: 0.3174 data_time: 0.0148 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 05:09:49] d2.utils.events INFO: eta: 5:42:23 iter: 18799 total_loss: 0.02589 loss_cls: 0.004939 loss_box_reg: 0.01712 loss_rpn_cls: 0.001421 loss_rpn_loc: 0.00113 loss_D_img_s: 5.072e-06 time: 0.3431 last_time: 0.3084 data_time: 0.0150 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 05:09:56] d2.utils.events INFO: eta: 5:42:06 iter: 18819 total_loss: 0.02419 loss_cls: 0.004833 loss_box_reg: 0.01698 loss_rpn_cls: 0.001162 loss_rpn_loc: 0.00105 loss_D_img_s: 4.88e-06 time: 0.3431 last_time: 0.3223 data_time: 0.0147 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 05:10:02] d2.utils.events INFO: eta: 5:41:25 iter: 18839 total_loss: 0.02808 loss_cls: 0.005454 loss_box_reg: 0.01735 loss_rpn_cls: 0.0006008 loss_rpn_loc: 0.001142 loss_D_img_s: 4.618e-06 time: 0.3430 last_time: 0.3231 data_time: 0.0190 last_data_time: 0.0078 lr: 0.01 max_mem: 5718M [03/23 05:10:09] d2.utils.events INFO: eta: 5:41:58 iter: 18859 total_loss: 0.02482 loss_cls: 0.00604 loss_box_reg: 0.01612 loss_rpn_cls: 0.001271 loss_rpn_loc: 0.001206 loss_D_img_s: 4.736e-06 time: 0.3431 last_time: 0.3143 data_time: 0.0134 last_data_time: 0.0073 lr: 0.01 max_mem: 5718M [03/23 05:10:16] d2.utils.events INFO: eta: 5:41:46 iter: 18879 total_loss: 0.02432 loss_cls: 0.003846 loss_box_reg: 0.01633 loss_rpn_cls: 0.001144 loss_rpn_loc: 0.001282 loss_D_img_s: 4.501e-06 time: 0.3430 last_time: 0.3234 data_time: 0.0231 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:10:23] d2.utils.events INFO: eta: 5:41:39 iter: 18899 total_loss: 0.02539 loss_cls: 0.00434 loss_box_reg: 0.01868 loss_rpn_cls: 0.001018 loss_rpn_loc: 0.001038 loss_D_img_s: 4.407e-06 time: 0.3430 last_time: 0.3367 data_time: 0.0155 last_data_time: 0.0108 lr: 0.01 max_mem: 5718M [03/23 05:10:30] d2.utils.events INFO: eta: 5:41:26 iter: 18919 total_loss: 0.02579 loss_cls: 0.007042 loss_box_reg: 0.01591 loss_rpn_cls: 0.0008676 loss_rpn_loc: 0.001301 loss_D_img_s: 4.562e-06 time: 0.3431 last_time: 0.3603 data_time: 0.0207 last_data_time: 0.0379 lr: 0.01 max_mem: 5718M [03/23 05:10:37] d2.utils.events INFO: eta: 5:41:31 iter: 18939 total_loss: 0.02667 loss_cls: 0.00586 loss_box_reg: 0.01849 loss_rpn_cls: 0.001635 loss_rpn_loc: 0.001231 loss_D_img_s: 4.612e-06 time: 0.3430 last_time: 0.3400 data_time: 0.0201 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:10:43] d2.utils.events INFO: eta: 5:41:12 iter: 18959 total_loss: 0.02595 loss_cls: 0.006179 loss_box_reg: 0.01786 loss_rpn_cls: 0.001072 loss_rpn_loc: 0.001265 loss_D_img_s: 4.392e-06 time: 0.3430 last_time: 0.3085 data_time: 0.0170 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 05:10:50] d2.utils.events INFO: eta: 5:41:23 iter: 18979 total_loss: 0.02388 loss_cls: 0.005487 loss_box_reg: 0.0153 loss_rpn_cls: 0.001855 loss_rpn_loc: 0.001468 loss_D_img_s: 4.167e-06 time: 0.3430 last_time: 0.3221 data_time: 0.0214 last_data_time: 0.0569 lr: 0.01 max_mem: 5718M [03/23 05:10:57] d2.data.common INFO: Serializing the dataset using: [03/23 05:10:57] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:10:57] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:10:57] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:10:57] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:10:59] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0211 s/iter. Inference: 0.0607 s/iter. Eval: 0.0002 s/iter. Total: 0.0820 s/iter. ETA=0:00:32 [03/23 05:11:04] d2.evaluation.evaluator INFO: Inference done 87/410. Dataloading: 0.0146 s/iter. Inference: 0.0535 s/iter. Eval: 0.0001 s/iter. Total: 0.0683 s/iter. ETA=0:00:22 [03/23 05:11:09] d2.evaluation.evaluator INFO: Inference done 162/410. Dataloading: 0.0141 s/iter. Inference: 0.0533 s/iter. Eval: 0.0001 s/iter. Total: 0.0676 s/iter. ETA=0:00:16 [03/23 05:11:14] d2.evaluation.evaluator INFO: Inference done 230/410. Dataloading: 0.0154 s/iter. Inference: 0.0540 s/iter. Eval: 0.0001 s/iter. Total: 0.0696 s/iter. ETA=0:00:12 [03/23 05:11:19] d2.evaluation.evaluator INFO: Inference done 312/410. Dataloading: 0.0137 s/iter. Inference: 0.0535 s/iter. Eval: 0.0001 s/iter. Total: 0.0674 s/iter. ETA=0:00:06 [03/23 05:11:24] d2.evaluation.evaluator INFO: Inference done 394/410. Dataloading: 0.0127 s/iter. Inference: 0.0532 s/iter. Eval: 0.0001 s/iter. Total: 0.0661 s/iter. ETA=0:00:01 [03/23 05:11:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.760071 (0.066074 s / iter per device, on 1 devices) [03/23 05:11:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.053064 s / iter per device, on 1 devices) [03/23 05:11:25] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:11:25] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:11:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:11:25] d2.evaluation.testing INFO: copypaste: 1.2249,4.4414,0.0313 [03/23 05:11:25] d2.data.common INFO: Serializing the dataset using: [03/23 05:11:25] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:11:25] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:11:25] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:11:25] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:11:29] d2.evaluation.evaluator INFO: Inference done 46/410. Dataloading: 0.0212 s/iter. Inference: 0.0541 s/iter. Eval: 0.0009 s/iter. Total: 0.0763 s/iter. ETA=0:00:27 [03/23 05:11:34] d2.evaluation.evaluator INFO: Inference done 123/410. Dataloading: 0.0153 s/iter. Inference: 0.0536 s/iter. Eval: 0.0004 s/iter. Total: 0.0694 s/iter. ETA=0:00:19 [03/23 05:11:39] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0136 s/iter. Inference: 0.0526 s/iter. Eval: 0.0003 s/iter. Total: 0.0666 s/iter. ETA=0:00:13 [03/23 05:11:44] d2.evaluation.evaluator INFO: Inference done 279/410. Dataloading: 0.0136 s/iter. Inference: 0.0526 s/iter. Eval: 0.0003 s/iter. Total: 0.0665 s/iter. ETA=0:00:08 [03/23 05:11:49] d2.evaluation.evaluator INFO: Inference done 350/410. Dataloading: 0.0144 s/iter. Inference: 0.0531 s/iter. Eval: 0.0003 s/iter. Total: 0.0678 s/iter. ETA=0:00:04 [03/23 05:11:53] d2.evaluation.evaluator INFO: Total inference time: 0:00:27.371184 (0.067583 s / iter per device, on 1 devices) [03/23 05:11:53] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.053392 s / iter per device, on 1 devices) [03/23 05:11:53] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:11:53] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:11:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:11:53] d2.evaluation.testing INFO: copypaste: 1.5758,6.7570,0.0000 [03/23 05:11:53] d2.utils.events INFO: eta: 5:41:16 iter: 18999 total_loss: 0.02978 loss_cls: 0.005761 loss_box_reg: 0.0185 loss_rpn_cls: 0.001507 loss_rpn_loc: 0.001441 loss_D_img_s: 4.631e-06 time: 0.3430 last_time: 0.3143 data_time: 0.0127 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:11:59] d2.utils.events INFO: eta: 5:41:08 iter: 19019 total_loss: 0.03251 loss_cls: 0.006441 loss_box_reg: 0.02137 loss_rpn_cls: 0.001589 loss_rpn_loc: 0.001011 loss_D_img_s: 4.452e-06 time: 0.3430 last_time: 0.3136 data_time: 0.0210 last_data_time: 0.0085 lr: 0.01 max_mem: 5718M [03/23 05:12:06] d2.utils.events INFO: eta: 5:40:46 iter: 19039 total_loss: 0.02273 loss_cls: 0.004117 loss_box_reg: 0.01535 loss_rpn_cls: 0.001021 loss_rpn_loc: 0.00141 loss_D_img_s: 4.464e-06 time: 0.3430 last_time: 0.3526 data_time: 0.0161 last_data_time: 0.0072 lr: 0.01 max_mem: 5718M [03/23 05:12:13] d2.utils.events INFO: eta: 5:40:54 iter: 19059 total_loss: 0.02491 loss_cls: 0.006643 loss_box_reg: 0.01786 loss_rpn_cls: 0.001685 loss_rpn_loc: 0.001688 loss_D_img_s: 4.392e-06 time: 0.3430 last_time: 0.3417 data_time: 0.0184 last_data_time: 0.0065 lr: 0.01 max_mem: 5718M [03/23 05:12:20] d2.utils.events INFO: eta: 5:39:58 iter: 19079 total_loss: 0.02567 loss_cls: 0.006513 loss_box_reg: 0.01806 loss_rpn_cls: 0.00123 loss_rpn_loc: 0.001087 loss_D_img_s: 4.527e-06 time: 0.3430 last_time: 0.3199 data_time: 0.0217 last_data_time: 0.0091 lr: 0.01 max_mem: 5718M [03/23 05:12:26] d2.utils.events INFO: eta: 5:39:47 iter: 19099 total_loss: 0.03169 loss_cls: 0.006898 loss_box_reg: 0.02219 loss_rpn_cls: 0.001574 loss_rpn_loc: 0.001156 loss_D_img_s: 4.722e-06 time: 0.3430 last_time: 0.3400 data_time: 0.0131 last_data_time: 0.0077 lr: 0.01 max_mem: 5718M [03/23 05:12:33] d2.utils.events INFO: eta: 5:39:40 iter: 19119 total_loss: 0.02812 loss_cls: 0.005954 loss_box_reg: 0.01983 loss_rpn_cls: 0.001607 loss_rpn_loc: 0.001496 loss_D_img_s: 4.578e-06 time: 0.3430 last_time: 0.3385 data_time: 0.0164 last_data_time: 0.0079 lr: 0.01 max_mem: 5718M [03/23 05:12:40] d2.utils.events INFO: eta: 5:39:38 iter: 19139 total_loss: 0.02459 loss_cls: 0.006574 loss_box_reg: 0.0172 loss_rpn_cls: 0.000831 loss_rpn_loc: 0.001294 loss_D_img_s: 4.676e-06 time: 0.3430 last_time: 0.3274 data_time: 0.0257 last_data_time: 0.0275 lr: 0.01 max_mem: 5718M [03/23 05:12:46] d2.utils.events INFO: eta: 5:39:31 iter: 19159 total_loss: 0.03221 loss_cls: 0.007057 loss_box_reg: 0.02275 loss_rpn_cls: 0.0008668 loss_rpn_loc: 0.001409 loss_D_img_s: 4.633e-06 time: 0.3429 last_time: 0.3352 data_time: 0.0281 last_data_time: 0.0130 lr: 0.01 max_mem: 5718M [03/23 05:12:53] d2.utils.events INFO: eta: 5:39:20 iter: 19179 total_loss: 0.03198 loss_cls: 0.007172 loss_box_reg: 0.01893 loss_rpn_cls: 0.001243 loss_rpn_loc: 0.001437 loss_D_img_s: 4.697e-06 time: 0.3429 last_time: 0.3318 data_time: 0.0194 last_data_time: 0.0144 lr: 0.01 max_mem: 5718M [03/23 05:13:00] d2.utils.events INFO: eta: 5:39:42 iter: 19199 total_loss: 0.02158 loss_cls: 0.004231 loss_box_reg: 0.01501 loss_rpn_cls: 0.0007785 loss_rpn_loc: 0.00105 loss_D_img_s: 4.541e-06 time: 0.3429 last_time: 0.3355 data_time: 0.0129 last_data_time: 0.0100 lr: 0.01 max_mem: 5718M [03/23 05:13:07] d2.utils.events INFO: eta: 5:39:01 iter: 19219 total_loss: 0.02693 loss_cls: 0.00631 loss_box_reg: 0.01889 loss_rpn_cls: 0.00115 loss_rpn_loc: 0.001041 loss_D_img_s: 4.559e-06 time: 0.3429 last_time: 0.3209 data_time: 0.0181 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 05:13:13] d2.utils.events INFO: eta: 5:38:25 iter: 19239 total_loss: 0.03076 loss_cls: 0.007371 loss_box_reg: 0.01983 loss_rpn_cls: 0.002608 loss_rpn_loc: 0.001302 loss_D_img_s: 4.921e-06 time: 0.3429 last_time: 0.3194 data_time: 0.0118 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 05:13:20] d2.utils.events INFO: eta: 5:38:13 iter: 19259 total_loss: 0.02315 loss_cls: 0.004962 loss_box_reg: 0.01659 loss_rpn_cls: 0.0008731 loss_rpn_loc: 0.001319 loss_D_img_s: 5.026e-06 time: 0.3429 last_time: 0.3848 data_time: 0.0223 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 05:13:27] d2.utils.events INFO: eta: 5:38:06 iter: 19279 total_loss: 0.02736 loss_cls: 0.005035 loss_box_reg: 0.02023 loss_rpn_cls: 0.0007652 loss_rpn_loc: 0.001197 loss_D_img_s: 4.9e-06 time: 0.3429 last_time: 0.3254 data_time: 0.0322 last_data_time: 0.0337 lr: 0.01 max_mem: 5718M [03/23 05:13:34] d2.utils.events INFO: eta: 5:38:20 iter: 19299 total_loss: 0.02998 loss_cls: 0.007578 loss_box_reg: 0.01854 loss_rpn_cls: 0.00199 loss_rpn_loc: 0.001264 loss_D_img_s: 4.901e-06 time: 0.3429 last_time: 0.3599 data_time: 0.0153 last_data_time: 0.0205 lr: 0.01 max_mem: 5718M [03/23 05:13:40] d2.utils.events INFO: eta: 5:37:55 iter: 19319 total_loss: 0.01803 loss_cls: 0.003944 loss_box_reg: 0.01251 loss_rpn_cls: 0.0006848 loss_rpn_loc: 0.000789 loss_D_img_s: 4.704e-06 time: 0.3429 last_time: 0.3155 data_time: 0.0130 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 05:13:47] d2.utils.events INFO: eta: 5:38:00 iter: 19339 total_loss: 0.02713 loss_cls: 0.006115 loss_box_reg: 0.01924 loss_rpn_cls: 0.001079 loss_rpn_loc: 0.001084 loss_D_img_s: 4.664e-06 time: 0.3429 last_time: 0.3351 data_time: 0.0174 last_data_time: 0.0046 lr: 0.01 max_mem: 5718M [03/23 05:13:54] d2.utils.events INFO: eta: 5:37:36 iter: 19359 total_loss: 0.02143 loss_cls: 0.00508 loss_box_reg: 0.015 loss_rpn_cls: 0.001004 loss_rpn_loc: 0.0012 loss_D_img_s: 4.643e-06 time: 0.3429 last_time: 0.3119 data_time: 0.0332 last_data_time: 0.0081 lr: 0.01 max_mem: 5718M [03/23 05:14:00] d2.utils.events INFO: eta: 5:37:12 iter: 19379 total_loss: 0.02387 loss_cls: 0.005615 loss_box_reg: 0.01744 loss_rpn_cls: 0.0009522 loss_rpn_loc: 0.001449 loss_D_img_s: 4.83e-06 time: 0.3429 last_time: 0.3115 data_time: 0.0198 last_data_time: 0.0074 lr: 0.01 max_mem: 5718M [03/23 05:14:07] d2.utils.events INFO: eta: 5:36:55 iter: 19399 total_loss: 0.01689 loss_cls: 0.004384 loss_box_reg: 0.01262 loss_rpn_cls: 0.0005395 loss_rpn_loc: 0.0009797 loss_D_img_s: 4.267e-06 time: 0.3428 last_time: 0.3711 data_time: 0.0204 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 05:14:14] d2.utils.events INFO: eta: 5:36:48 iter: 19419 total_loss: 0.02694 loss_cls: 0.005177 loss_box_reg: 0.02091 loss_rpn_cls: 0.001061 loss_rpn_loc: 0.001069 loss_D_img_s: 4.611e-06 time: 0.3429 last_time: 0.3335 data_time: 0.0209 last_data_time: 0.0224 lr: 0.01 max_mem: 5718M [03/23 05:14:21] d2.utils.events INFO: eta: 5:37:01 iter: 19439 total_loss: 0.02391 loss_cls: 0.004429 loss_box_reg: 0.01489 loss_rpn_cls: 0.0008402 loss_rpn_loc: 0.001109 loss_D_img_s: 4.71e-06 time: 0.3429 last_time: 0.3516 data_time: 0.0156 last_data_time: 0.0090 lr: 0.01 max_mem: 5718M [03/23 05:14:27] d2.utils.events INFO: eta: 5:36:42 iter: 19459 total_loss: 0.03699 loss_cls: 0.01076 loss_box_reg: 0.02117 loss_rpn_cls: 0.001966 loss_rpn_loc: 0.00128 loss_D_img_s: 4.769e-06 time: 0.3428 last_time: 0.3306 data_time: 0.0183 last_data_time: 0.0876 lr: 0.01 max_mem: 5718M [03/23 05:14:34] d2.utils.events INFO: eta: 5:36:30 iter: 19479 total_loss: 0.03513 loss_cls: 0.008606 loss_box_reg: 0.02048 loss_rpn_cls: 0.001978 loss_rpn_loc: 0.001537 loss_D_img_s: 4.677e-06 time: 0.3428 last_time: 0.3320 data_time: 0.0154 last_data_time: 0.0096 lr: 0.01 max_mem: 5718M [03/23 05:14:41] d2.utils.events INFO: eta: 5:36:22 iter: 19499 total_loss: 0.02887 loss_cls: 0.006156 loss_box_reg: 0.01809 loss_rpn_cls: 0.001669 loss_rpn_loc: 0.00182 loss_D_img_s: 4.775e-06 time: 0.3428 last_time: 0.3192 data_time: 0.0105 last_data_time: 0.0084 lr: 0.01 max_mem: 5718M [03/23 05:14:48] d2.utils.events INFO: eta: 5:36:09 iter: 19519 total_loss: 0.02722 loss_cls: 0.006238 loss_box_reg: 0.01863 loss_rpn_cls: 0.001083 loss_rpn_loc: 0.001188 loss_D_img_s: 4.909e-06 time: 0.3428 last_time: 0.3283 data_time: 0.0212 last_data_time: 0.0232 lr: 0.01 max_mem: 5718M [03/23 05:14:55] d2.utils.events INFO: eta: 5:36:10 iter: 19539 total_loss: 0.0304 loss_cls: 0.005668 loss_box_reg: 0.02163 loss_rpn_cls: 0.0007056 loss_rpn_loc: 0.00117 loss_D_img_s: 4.792e-06 time: 0.3428 last_time: 0.3302 data_time: 0.0108 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 05:15:01] d2.utils.events INFO: eta: 5:36:05 iter: 19559 total_loss: 0.02826 loss_cls: 0.006443 loss_box_reg: 0.01936 loss_rpn_cls: 0.001313 loss_rpn_loc: 0.001147 loss_D_img_s: 4.835e-06 time: 0.3428 last_time: 0.3447 data_time: 0.0134 last_data_time: 0.0099 lr: 0.01 max_mem: 5718M [03/23 05:15:08] d2.utils.events INFO: eta: 5:35:57 iter: 19579 total_loss: 0.02249 loss_cls: 0.005051 loss_box_reg: 0.01654 loss_rpn_cls: 0.0006351 loss_rpn_loc: 0.00148 loss_D_img_s: 4.619e-06 time: 0.3428 last_time: 0.3599 data_time: 0.0109 last_data_time: 0.0129 lr: 0.01 max_mem: 5718M [03/23 05:15:15] d2.utils.events INFO: eta: 5:35:52 iter: 19599 total_loss: 0.02338 loss_cls: 0.004418 loss_box_reg: 0.0149 loss_rpn_cls: 0.001254 loss_rpn_loc: 0.001235 loss_D_img_s: 4.88e-06 time: 0.3428 last_time: 0.3432 data_time: 0.0114 last_data_time: 0.0124 lr: 0.01 max_mem: 5718M [03/23 05:15:22] d2.utils.events INFO: eta: 5:35:36 iter: 19619 total_loss: 0.03428 loss_cls: 0.008275 loss_box_reg: 0.02051 loss_rpn_cls: 0.00236 loss_rpn_loc: 0.001397 loss_D_img_s: 4.647e-06 time: 0.3428 last_time: 0.3063 data_time: 0.0173 last_data_time: 0.0088 lr: 0.01 max_mem: 5718M [03/23 05:15:28] d2.utils.events INFO: eta: 5:35:25 iter: 19639 total_loss: 0.02635 loss_cls: 0.006671 loss_box_reg: 0.01641 loss_rpn_cls: 0.001128 loss_rpn_loc: 0.001157 loss_D_img_s: 4.813e-06 time: 0.3428 last_time: 0.2964 data_time: 0.0180 last_data_time: 0.0098 lr: 0.01 max_mem: 5718M [03/23 05:15:35] d2.utils.events INFO: eta: 5:35:11 iter: 19659 total_loss: 0.02909 loss_cls: 0.006739 loss_box_reg: 0.01774 loss_rpn_cls: 0.0008802 loss_rpn_loc: 0.001211 loss_D_img_s: 4.867e-06 time: 0.3428 last_time: 0.3258 data_time: 0.0161 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:15:42] d2.utils.events INFO: eta: 5:35:12 iter: 19679 total_loss: 0.02322 loss_cls: 0.005232 loss_box_reg: 0.01933 loss_rpn_cls: 0.0008449 loss_rpn_loc: 0.001034 loss_D_img_s: 5.248e-06 time: 0.3428 last_time: 0.3445 data_time: 0.0192 last_data_time: 0.0070 lr: 0.01 max_mem: 5718M [03/23 05:15:49] d2.utils.events INFO: eta: 5:34:45 iter: 19699 total_loss: 0.03463 loss_cls: 0.007471 loss_box_reg: 0.02227 loss_rpn_cls: 0.001735 loss_rpn_loc: 0.001253 loss_D_img_s: 4.622e-06 time: 0.3428 last_time: 0.3172 data_time: 0.0212 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 05:15:56] d2.utils.events INFO: eta: 5:34:51 iter: 19719 total_loss: 0.02816 loss_cls: 0.00552 loss_box_reg: 0.01909 loss_rpn_cls: 0.001047 loss_rpn_loc: 0.00129 loss_D_img_s: 4.815e-06 time: 0.3428 last_time: 0.3272 data_time: 0.0155 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 05:16:02] d2.utils.events INFO: eta: 5:34:32 iter: 19739 total_loss: 0.02954 loss_cls: 0.006426 loss_box_reg: 0.01956 loss_rpn_cls: 0.00068 loss_rpn_loc: 0.001063 loss_D_img_s: 4.581e-06 time: 0.3428 last_time: 0.3483 data_time: 0.0208 last_data_time: 0.0485 lr: 0.01 max_mem: 5718M [03/23 05:16:09] d2.utils.events INFO: eta: 5:34:36 iter: 19759 total_loss: 0.02654 loss_cls: 0.004739 loss_box_reg: 0.01712 loss_rpn_cls: 0.0008481 loss_rpn_loc: 0.001102 loss_D_img_s: 4.602e-06 time: 0.3428 last_time: 0.3360 data_time: 0.0167 last_data_time: 0.0102 lr: 0.01 max_mem: 5718M [03/23 05:16:16] d2.utils.events INFO: eta: 5:34:18 iter: 19779 total_loss: 0.02513 loss_cls: 0.005236 loss_box_reg: 0.01744 loss_rpn_cls: 0.000645 loss_rpn_loc: 0.001243 loss_D_img_s: 4.983e-06 time: 0.3428 last_time: 0.3304 data_time: 0.0181 last_data_time: 0.0107 lr: 0.01 max_mem: 5718M [03/23 05:16:22] d2.utils.events INFO: eta: 5:33:44 iter: 19799 total_loss: 0.03329 loss_cls: 0.007208 loss_box_reg: 0.01908 loss_rpn_cls: 0.001278 loss_rpn_loc: 0.001126 loss_D_img_s: 4.775e-06 time: 0.3427 last_time: 0.3204 data_time: 0.0170 last_data_time: 0.0124 lr: 0.01 max_mem: 5718M [03/23 05:16:29] d2.utils.events INFO: eta: 5:33:54 iter: 19819 total_loss: 0.02243 loss_cls: 0.004165 loss_box_reg: 0.01588 loss_rpn_cls: 0.0008182 loss_rpn_loc: 0.0009652 loss_D_img_s: 4.616e-06 time: 0.3427 last_time: 0.3228 data_time: 0.0215 last_data_time: 0.0266 lr: 0.01 max_mem: 5718M [03/23 05:16:36] d2.utils.events INFO: eta: 5:34:00 iter: 19839 total_loss: 0.03234 loss_cls: 0.007458 loss_box_reg: 0.01795 loss_rpn_cls: 0.001124 loss_rpn_loc: 0.001132 loss_D_img_s: 4.316e-06 time: 0.3427 last_time: 0.3797 data_time: 0.0109 last_data_time: 0.0111 lr: 0.01 max_mem: 5718M [03/23 05:16:43] d2.utils.events INFO: eta: 5:33:26 iter: 19859 total_loss: 0.02416 loss_cls: 0.005725 loss_box_reg: 0.01636 loss_rpn_cls: 0.0009898 loss_rpn_loc: 0.001114 loss_D_img_s: 4.287e-06 time: 0.3427 last_time: 0.3198 data_time: 0.0255 last_data_time: 0.0390 lr: 0.01 max_mem: 5718M [03/23 05:16:49] d2.utils.events INFO: eta: 5:33:21 iter: 19879 total_loss: 0.02486 loss_cls: 0.005271 loss_box_reg: 0.01691 loss_rpn_cls: 0.001166 loss_rpn_loc: 0.00107 loss_D_img_s: 5.077e-06 time: 0.3427 last_time: 0.3592 data_time: 0.0215 last_data_time: 0.0119 lr: 0.01 max_mem: 5718M [03/23 05:16:56] d2.utils.events INFO: eta: 5:33:19 iter: 19899 total_loss: 0.02747 loss_cls: 0.006771 loss_box_reg: 0.0193 loss_rpn_cls: 0.001244 loss_rpn_loc: 0.001208 loss_D_img_s: 4.823e-06 time: 0.3427 last_time: 0.3232 data_time: 0.0114 last_data_time: 0.0083 lr: 0.01 max_mem: 5718M [03/23 05:17:03] d2.utils.events INFO: eta: 5:32:59 iter: 19919 total_loss: 0.02494 loss_cls: 0.004964 loss_box_reg: 0.01544 loss_rpn_cls: 0.0009056 loss_rpn_loc: 0.001374 loss_D_img_s: 4.578e-06 time: 0.3427 last_time: 0.3363 data_time: 0.0106 last_data_time: 0.0087 lr: 0.01 max_mem: 5718M [03/23 05:17:10] d2.utils.events INFO: eta: 5:32:56 iter: 19939 total_loss: 0.02391 loss_cls: 0.004625 loss_box_reg: 0.01716 loss_rpn_cls: 0.0007842 loss_rpn_loc: 0.001023 loss_D_img_s: 4.503e-06 time: 0.3427 last_time: 0.3450 data_time: 0.0226 last_data_time: 0.0117 lr: 0.01 max_mem: 5718M [03/23 05:17:17] d2.utils.events INFO: eta: 5:32:55 iter: 19959 total_loss: 0.02483 loss_cls: 0.004369 loss_box_reg: 0.01755 loss_rpn_cls: 0.0005091 loss_rpn_loc: 0.001449 loss_D_img_s: 4.674e-06 time: 0.3427 last_time: 0.3378 data_time: 0.0118 last_data_time: 0.0156 lr: 0.01 max_mem: 5718M [03/23 05:17:23] d2.utils.events INFO: eta: 5:32:45 iter: 19979 total_loss: 0.02797 loss_cls: 0.006134 loss_box_reg: 0.01899 loss_rpn_cls: 0.001862 loss_rpn_loc: 0.001149 loss_D_img_s: 4.727e-06 time: 0.3427 last_time: 0.3434 data_time: 0.0100 last_data_time: 0.0076 lr: 0.01 max_mem: 5718M [03/23 05:17:30] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0019999.pth [03/23 05:17:31] d2.data.common INFO: Serializing the dataset using: [03/23 05:17:31] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:17:31] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:17:31] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:17:31] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:17:32] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0118 s/iter. Inference: 0.0497 s/iter. Eval: 0.0001 s/iter. Total: 0.0616 s/iter. ETA=0:00:24 [03/23 05:17:37] d2.evaluation.evaluator INFO: Inference done 81/410. Dataloading: 0.0138 s/iter. Inference: 0.0569 s/iter. Eval: 0.0001 s/iter. Total: 0.0709 s/iter. ETA=0:00:23 [03/23 05:17:42] d2.evaluation.evaluator INFO: Inference done 153/410. Dataloading: 0.0154 s/iter. Inference: 0.0549 s/iter. Eval: 0.0001 s/iter. Total: 0.0705 s/iter. ETA=0:00:18 [03/23 05:17:47] d2.evaluation.evaluator INFO: Inference done 224/410. Dataloading: 0.0160 s/iter. Inference: 0.0543 s/iter. Eval: 0.0001 s/iter. Total: 0.0705 s/iter. ETA=0:00:13 [03/23 05:17:52] d2.evaluation.evaluator INFO: Inference done 303/410. Dataloading: 0.0144 s/iter. Inference: 0.0541 s/iter. Eval: 0.0001 s/iter. Total: 0.0687 s/iter. ETA=0:00:07 [03/23 05:17:57] d2.evaluation.evaluator INFO: Inference done 384/410. Dataloading: 0.0132 s/iter. Inference: 0.0539 s/iter. Eval: 0.0001 s/iter. Total: 0.0673 s/iter. ETA=0:00:01 [03/23 05:17:59] d2.evaluation.evaluator INFO: Total inference time: 0:00:27.083167 (0.066872 s / iter per device, on 1 devices) [03/23 05:17:59] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.053571 s / iter per device, on 1 devices) [03/23 05:17:59] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:17:59] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:17:59] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:17:59] d2.evaluation.testing INFO: copypaste: 0.8082,4.2467,0.0085 [03/23 05:17:59] d2.data.common INFO: Serializing the dataset using: [03/23 05:17:59] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:17:59] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:17:59] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:17:59] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:18:02] d2.evaluation.evaluator INFO: Inference done 33/410. Dataloading: 0.0289 s/iter. Inference: 0.0553 s/iter. Eval: 0.0002 s/iter. Total: 0.0843 s/iter. ETA=0:00:31 [03/23 05:18:08] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0206 s/iter. Inference: 0.0538 s/iter. Eval: 0.0003 s/iter. Total: 0.0748 s/iter. ETA=0:00:22 [03/23 05:18:13] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0169 s/iter. Inference: 0.0545 s/iter. Eval: 0.0002 s/iter. Total: 0.0718 s/iter. ETA=0:00:16 [03/23 05:18:18] d2.evaluation.evaluator INFO: Inference done 259/410. Dataloading: 0.0157 s/iter. Inference: 0.0529 s/iter. Eval: 0.0002 s/iter. Total: 0.0688 s/iter. ETA=0:00:10 [03/23 05:18:23] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0137 s/iter. Inference: 0.0526 s/iter. Eval: 0.0002 s/iter. Total: 0.0666 s/iter. ETA=0:00:04 [03/23 05:18:27] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.480565 (0.065384 s / iter per device, on 1 devices) [03/23 05:18:27] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052291 s / iter per device, on 1 devices) [03/23 05:18:27] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:18:27] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:18:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:18:27] d2.evaluation.testing INFO: copypaste: 1.4828,6.6676,0.0000 [03/23 05:18:27] d2.utils.events INFO: eta: 5:32:40 iter: 19999 total_loss: 0.03146 loss_cls: 0.006415 loss_box_reg: 0.01945 loss_rpn_cls: 0.0007636 loss_rpn_loc: 0.001034 loss_D_img_s: 4.772e-06 time: 0.3427 last_time: 0.3245 data_time: 0.0157 last_data_time: 0.0215 lr: 0.01 max_mem: 5718M [03/23 05:18:44] d2.utils.events INFO: eta: 5:33:20 iter: 20019 total_loss: 1.428 loss_cls: 0.004457 loss_box_reg: 0.01808 loss_rpn_cls: 0.0009372 loss_rpn_loc: 0.001337 loss_D_img_s: 0.6357 loss_cls_pseudo: 0.001285 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003846 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7539 time: 0.3432 last_time: 0.8250 data_time: 0.0099 last_data_time: 0.0087 lr: 0.01 max_mem: 12674M [03/23 05:19:01] d2.utils.events INFO: eta: 5:33:48 iter: 20039 total_loss: 1.417 loss_cls: 0.005688 loss_box_reg: 0.01583 loss_rpn_cls: 0.0006361 loss_rpn_loc: 0.0009847 loss_D_img_s: 0.6706 loss_cls_pseudo: 0.001788 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003596 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7163 time: 0.3438 last_time: 0.9597 data_time: 0.0091 last_data_time: 0.0070 lr: 0.01 max_mem: 12674M [03/23 05:19:19] d2.utils.events INFO: eta: 5:34:20 iter: 20059 total_loss: 1.419 loss_cls: 0.005716 loss_box_reg: 0.01886 loss_rpn_cls: 0.001317 loss_rpn_loc: 0.001641 loss_D_img_s: 0.6735 loss_cls_pseudo: 0.001539 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008482 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7131 time: 0.3443 last_time: 0.8809 data_time: 0.0089 last_data_time: 0.0080 lr: 0.01 max_mem: 12674M [03/23 05:19:37] d2.utils.events INFO: eta: 5:34:47 iter: 20079 total_loss: 1.42 loss_cls: 0.005952 loss_box_reg: 0.01696 loss_rpn_cls: 0.0009723 loss_rpn_loc: 0.001381 loss_D_img_s: 0.6766 loss_cls_pseudo: 0.0008151 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006616 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7099 time: 0.3449 last_time: 0.8816 data_time: 0.0090 last_data_time: 0.0094 lr: 0.01 max_mem: 12675M [03/23 05:19:55] d2.utils.events INFO: eta: 5:35:20 iter: 20099 total_loss: 1.427 loss_cls: 0.007822 loss_box_reg: 0.02174 loss_rpn_cls: 0.001935 loss_rpn_loc: 0.001038 loss_D_img_s: 0.6798 loss_cls_pseudo: 0.004067 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001159 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7068 time: 0.3454 last_time: 0.8201 data_time: 0.0088 last_data_time: 0.0072 lr: 0.01 max_mem: 12675M [03/23 05:20:13] d2.utils.events INFO: eta: 5:35:36 iter: 20119 total_loss: 1.431 loss_cls: 0.01032 loss_box_reg: 0.02407 loss_rpn_cls: 0.002536 loss_rpn_loc: 0.001354 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.001973 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006228 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7043 time: 0.3459 last_time: 0.9142 data_time: 0.0083 last_data_time: 0.0088 lr: 0.01 max_mem: 12676M [03/23 05:20:31] d2.utils.events INFO: eta: 5:36:08 iter: 20139 total_loss: 1.43 loss_cls: 0.007792 loss_box_reg: 0.0214 loss_rpn_cls: 0.0007951 loss_rpn_loc: 0.001075 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.004034 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7023 time: 0.3465 last_time: 0.8588 data_time: 0.0100 last_data_time: 0.0109 lr: 0.01 max_mem: 12676M [03/23 05:20:48] d2.utils.events INFO: eta: 5:37:17 iter: 20159 total_loss: 1.425 loss_cls: 0.007841 loss_box_reg: 0.02053 loss_rpn_cls: 0.001512 loss_rpn_loc: 0.001434 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.003784 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001105 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7009 time: 0.3470 last_time: 0.7977 data_time: 0.0087 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 05:21:06] d2.utils.events INFO: eta: 5:38:02 iter: 20179 total_loss: 1.426 loss_cls: 0.008327 loss_box_reg: 0.01991 loss_rpn_cls: 0.001276 loss_rpn_loc: 0.00124 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.001924 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005297 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.3475 last_time: 0.8230 data_time: 0.0087 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 05:21:23] d2.utils.events INFO: eta: 5:38:19 iter: 20199 total_loss: 1.425 loss_cls: 0.007117 loss_box_reg: 0.01854 loss_rpn_cls: 0.000769 loss_rpn_loc: 0.001096 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.001262 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003703 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6986 time: 0.3480 last_time: 0.8256 data_time: 0.0080 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 05:21:41] d2.utils.events INFO: eta: 5:39:42 iter: 20219 total_loss: 1.416 loss_cls: 0.006449 loss_box_reg: 0.01794 loss_rpn_cls: 0.001791 loss_rpn_loc: 0.001288 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.001791 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005407 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 0.3486 last_time: 0.9471 data_time: 0.0087 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 05:21:58] d2.utils.events INFO: eta: 5:40:53 iter: 20239 total_loss: 1.418 loss_cls: 0.005314 loss_box_reg: 0.0177 loss_rpn_cls: 0.0005056 loss_rpn_loc: 0.001507 loss_D_img_s: 0.6894 loss_cls_pseudo: 0.00141 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0002894 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.3491 last_time: 0.8308 data_time: 0.0106 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 05:22:16] d2.utils.events INFO: eta: 5:41:48 iter: 20259 total_loss: 1.427 loss_cls: 0.01079 loss_box_reg: 0.02207 loss_rpn_cls: 0.001547 loss_rpn_loc: 0.001233 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.003415 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006052 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.3496 last_time: 0.8385 data_time: 0.0097 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 05:22:34] d2.utils.events INFO: eta: 5:42:55 iter: 20279 total_loss: 1.421 loss_cls: 0.00654 loss_box_reg: 0.02104 loss_rpn_cls: 0.001131 loss_rpn_loc: 0.001423 loss_D_img_s: 0.691 loss_cls_pseudo: 0.0005581 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0001969 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6947 time: 0.3502 last_time: 0.8254 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 05:22:51] d2.utils.events INFO: eta: 5:43:41 iter: 20299 total_loss: 1.422 loss_cls: 0.007225 loss_box_reg: 0.01824 loss_rpn_cls: 0.002508 loss_rpn_loc: 0.001309 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.003388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.3507 last_time: 0.8109 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 05:23:09] d2.utils.events INFO: eta: 5:45:53 iter: 20319 total_loss: 1.41 loss_cls: 0.004344 loss_box_reg: 0.01599 loss_rpn_cls: 0.000764 loss_rpn_loc: 0.001044 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.0005037 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003332 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6936 time: 0.3512 last_time: 0.8613 data_time: 0.0089 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 05:23:27] d2.utils.events INFO: eta: 5:47:03 iter: 20339 total_loss: 1.423 loss_cls: 0.00568 loss_box_reg: 0.0153 loss_rpn_cls: 0.0008372 loss_rpn_loc: 0.001214 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.00241 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005776 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 0.3517 last_time: 0.8220 data_time: 0.0088 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 05:23:44] d2.utils.events INFO: eta: 5:49:05 iter: 20359 total_loss: 1.425 loss_cls: 0.0066 loss_box_reg: 0.0182 loss_rpn_cls: 0.001067 loss_rpn_loc: 0.00168 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.005464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001213 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6936 time: 0.3522 last_time: 0.8654 data_time: 0.0079 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 05:24:01] d2.utils.events INFO: eta: 5:50:27 iter: 20379 total_loss: 1.42 loss_cls: 0.007025 loss_box_reg: 0.01995 loss_rpn_cls: 0.001092 loss_rpn_loc: 0.001681 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.002086 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003485 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.3527 last_time: 0.8663 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 05:24:18] d2.utils.events INFO: eta: 5:53:18 iter: 20399 total_loss: 1.425 loss_cls: 0.006562 loss_box_reg: 0.01888 loss_rpn_cls: 0.0009544 loss_rpn_loc: 0.00115 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.004731 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008037 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.3532 last_time: 0.8436 data_time: 0.0083 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 05:24:37] d2.utils.events INFO: eta: 5:55:50 iter: 20419 total_loss: 1.43 loss_cls: 0.01119 loss_box_reg: 0.02488 loss_rpn_cls: 0.001409 loss_rpn_loc: 0.001191 loss_D_img_s: 0.6928 loss_cls_pseudo: 0.001714 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009994 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.3538 last_time: 0.8977 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 05:24:54] d2.utils.events INFO: eta: 5:58:29 iter: 20439 total_loss: 1.437 loss_cls: 0.009334 loss_box_reg: 0.02204 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.001353 loss_D_img_s: 0.693 loss_cls_pseudo: 0.004147 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001488 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.3543 last_time: 0.8893 data_time: 0.0083 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 05:25:12] d2.utils.events INFO: eta: 6:03:56 iter: 20459 total_loss: 1.421 loss_cls: 0.007015 loss_box_reg: 0.0201 loss_rpn_cls: 0.0009528 loss_rpn_loc: 0.001172 loss_D_img_s: 0.6927 loss_cls_pseudo: 0.001046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004257 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6926 time: 0.3548 last_time: 0.8877 data_time: 0.0085 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 05:25:29] d2.utils.events INFO: eta: 6:13:14 iter: 20479 total_loss: 1.427 loss_cls: 0.009196 loss_box_reg: 0.02408 loss_rpn_cls: 0.00143 loss_rpn_loc: 0.001528 loss_D_img_s: 0.693 loss_cls_pseudo: 0.003499 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008083 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6925 time: 0.3553 last_time: 0.8297 data_time: 0.0083 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 05:25:47] d2.utils.events INFO: eta: 10:42:58 iter: 20499 total_loss: 1.418 loss_cls: 0.00506 loss_box_reg: 0.01918 loss_rpn_cls: 0.0008075 loss_rpn_loc: 0.001034 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.001311 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003992 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 0.3558 last_time: 0.8092 data_time: 0.0083 last_data_time: 0.0105 lr: 0.01 max_mem: 12686M [03/23 05:26:05] d2.utils.events INFO: eta: 13:10:45 iter: 20519 total_loss: 1.432 loss_cls: 0.009189 loss_box_reg: 0.02424 loss_rpn_cls: 0.001605 loss_rpn_loc: 0.001763 loss_D_img_s: 0.693 loss_cls_pseudo: 0.00147 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000681 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.3563 last_time: 0.8604 data_time: 0.0092 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 05:26:22] d2.utils.events INFO: eta: 13:20:39 iter: 20539 total_loss: 1.418 loss_cls: 0.006271 loss_box_reg: 0.01914 loss_rpn_cls: 0.001303 loss_rpn_loc: 0.001041 loss_D_img_s: 0.6944 loss_cls_pseudo: 0.001019 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000223 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 0.3568 last_time: 0.8397 data_time: 0.0086 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 05:26:40] d2.utils.events INFO: eta: 13:24:15 iter: 20559 total_loss: 1.426 loss_cls: 0.007689 loss_box_reg: 0.02162 loss_rpn_cls: 0.001666 loss_rpn_loc: 0.001359 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.002742 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005885 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 0.3574 last_time: 1.0973 data_time: 0.0084 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 05:26:58] d2.utils.events INFO: eta: 13:28:49 iter: 20579 total_loss: 1.417 loss_cls: 0.006718 loss_box_reg: 0.01819 loss_rpn_cls: 0.0008318 loss_rpn_loc: 0.001262 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.001931 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0002692 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.3579 last_time: 0.8942 data_time: 0.0086 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 05:27:16] d2.utils.events INFO: eta: 13:33:43 iter: 20599 total_loss: 1.428 loss_cls: 0.006119 loss_box_reg: 0.01979 loss_rpn_cls: 0.00129 loss_rpn_loc: 0.001914 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.002501 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005284 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.3584 last_time: 0.9302 data_time: 0.0085 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 05:27:34] d2.utils.events INFO: eta: 13:36:42 iter: 20619 total_loss: 1.427 loss_cls: 0.007431 loss_box_reg: 0.02039 loss_rpn_cls: 0.00169 loss_rpn_loc: 0.00167 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.002778 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.3589 last_time: 0.9192 data_time: 0.0088 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 05:27:51] d2.utils.events INFO: eta: 13:40:42 iter: 20639 total_loss: 1.428 loss_cls: 0.007526 loss_box_reg: 0.02353 loss_rpn_cls: 0.001287 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6927 loss_cls_pseudo: 0.001198 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003728 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.3594 last_time: 0.8326 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 05:28:09] d2.utils.events INFO: eta: 13:44:29 iter: 20659 total_loss: 1.43 loss_cls: 0.007178 loss_box_reg: 0.02161 loss_rpn_cls: 0.001166 loss_rpn_loc: 0.001245 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.00241 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004919 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.3599 last_time: 0.7764 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 05:28:26] d2.utils.events INFO: eta: 13:47:38 iter: 20679 total_loss: 1.41 loss_cls: 0.004202 loss_box_reg: 0.01695 loss_rpn_cls: 0.0008089 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.001405 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0002421 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 0.3604 last_time: 0.8731 data_time: 0.0085 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 05:28:44] d2.utils.events INFO: eta: 13:51:55 iter: 20699 total_loss: 1.415 loss_cls: 0.004762 loss_box_reg: 0.02002 loss_rpn_cls: 0.0006179 loss_rpn_loc: 0.001116 loss_D_img_s: 0.6938 loss_cls_pseudo: 0.001832 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 0.3609 last_time: 0.8394 data_time: 0.0083 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 05:29:02] d2.utils.events INFO: eta: 13:55:38 iter: 20719 total_loss: 1.414 loss_cls: 0.006266 loss_box_reg: 0.0177 loss_rpn_cls: 0.001692 loss_rpn_loc: 0.001072 loss_D_img_s: 0.694 loss_cls_pseudo: 0.001931 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.3614 last_time: 0.8104 data_time: 0.0089 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 05:29:19] d2.utils.events INFO: eta: 13:57:25 iter: 20739 total_loss: 1.413 loss_cls: 0.005063 loss_box_reg: 0.01507 loss_rpn_cls: 0.0007705 loss_rpn_loc: 0.00144 loss_D_img_s: 0.694 loss_cls_pseudo: 0.002357 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005784 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6896 time: 0.3619 last_time: 0.8159 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 05:29:37] d2.utils.events INFO: eta: 13:58:36 iter: 20759 total_loss: 1.422 loss_cls: 0.006746 loss_box_reg: 0.02124 loss_rpn_cls: 0.0008999 loss_rpn_loc: 0.001764 loss_D_img_s: 0.6928 loss_cls_pseudo: 0.005407 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006882 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6912 time: 0.3624 last_time: 0.9677 data_time: 0.0087 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 05:29:55] d2.utils.events INFO: eta: 14:00:14 iter: 20779 total_loss: 1.426 loss_cls: 0.007554 loss_box_reg: 0.01954 loss_rpn_cls: 0.001032 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6938 loss_cls_pseudo: 0.003471 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005933 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6918 time: 0.3629 last_time: 0.8955 data_time: 0.0089 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 05:30:12] d2.utils.events INFO: eta: 14:02:00 iter: 20799 total_loss: 1.431 loss_cls: 0.008701 loss_box_reg: 0.02043 loss_rpn_cls: 0.001497 loss_rpn_loc: 0.001263 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.003643 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008523 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.3634 last_time: 0.9097 data_time: 0.0089 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 05:30:30] d2.utils.events INFO: eta: 14:04:40 iter: 20819 total_loss: 1.426 loss_cls: 0.008179 loss_box_reg: 0.0222 loss_rpn_cls: 0.001168 loss_rpn_loc: 0.001241 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.003765 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005134 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.3639 last_time: 0.8268 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 05:30:48] d2.utils.events INFO: eta: 14:06:09 iter: 20839 total_loss: 1.437 loss_cls: 0.008204 loss_box_reg: 0.02286 loss_rpn_cls: 0.00201 loss_rpn_loc: 0.001338 loss_D_img_s: 0.6967 loss_cls_pseudo: 0.0101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001221 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 0.3644 last_time: 0.8491 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 05:31:05] d2.utils.events INFO: eta: 14:07:38 iter: 20859 total_loss: 1.444 loss_cls: 0.009722 loss_box_reg: 0.02393 loss_rpn_cls: 0.002753 loss_rpn_loc: 0.001199 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.004551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009101 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 0.3649 last_time: 0.9994 data_time: 0.0092 last_data_time: 0.0114 lr: 0.01 max_mem: 12686M [03/23 05:31:23] d2.utils.events INFO: eta: 14:08:42 iter: 20879 total_loss: 1.44 loss_cls: 0.01043 loss_box_reg: 0.02755 loss_rpn_cls: 0.001615 loss_rpn_loc: 0.001685 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.001994 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003712 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 0.3654 last_time: 0.9960 data_time: 0.0081 last_data_time: 0.0119 lr: 0.01 max_mem: 12686M [03/23 05:31:41] d2.utils.events INFO: eta: 14:10:11 iter: 20899 total_loss: 1.419 loss_cls: 0.008157 loss_box_reg: 0.02015 loss_rpn_cls: 0.0008066 loss_rpn_loc: 0.001188 loss_D_img_s: 0.6964 loss_cls_pseudo: 0.002432 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004225 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.3659 last_time: 0.8888 data_time: 0.0091 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 05:31:59] d2.utils.events INFO: eta: 14:12:20 iter: 20919 total_loss: 1.421 loss_cls: 0.006569 loss_box_reg: 0.0203 loss_rpn_cls: 0.0008625 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6964 loss_cls_pseudo: 0.003924 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004148 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.3665 last_time: 0.8942 data_time: 0.0098 last_data_time: 0.0163 lr: 0.01 max_mem: 12686M [03/23 05:32:17] d2.utils.events INFO: eta: 14:14:23 iter: 20939 total_loss: 1.425 loss_cls: 0.008283 loss_box_reg: 0.01853 loss_rpn_cls: 0.001548 loss_rpn_loc: 0.001078 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.005046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002047 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.3670 last_time: 0.8223 data_time: 0.0089 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 05:32:35] d2.utils.events INFO: eta: 14:16:37 iter: 20959 total_loss: 1.423 loss_cls: 0.009113 loss_box_reg: 0.01961 loss_rpn_cls: 0.001761 loss_rpn_loc: 0.001517 loss_D_img_s: 0.6952 loss_cls_pseudo: 0.003124 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008047 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 0.3675 last_time: 0.8687 data_time: 0.0079 last_data_time: 0.0058 lr: 0.01 max_mem: 12686M [03/23 05:32:52] d2.utils.events INFO: eta: 14:17:28 iter: 20979 total_loss: 1.424 loss_cls: 0.007029 loss_box_reg: 0.0214 loss_rpn_cls: 0.001067 loss_rpn_loc: 0.001304 loss_D_img_s: 0.694 loss_cls_pseudo: 0.004063 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001352 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 0.3679 last_time: 0.8241 data_time: 0.0087 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 05:33:09] d2.data.common INFO: Serializing the dataset using: [03/23 05:33:09] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:33:09] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:33:09] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:33:09] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:33:11] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0172 s/iter. Inference: 0.0607 s/iter. Eval: 0.0009 s/iter. Total: 0.0787 s/iter. ETA=0:00:31 [03/23 05:33:16] d2.evaluation.evaluator INFO: Inference done 84/410. Dataloading: 0.0173 s/iter. Inference: 0.0525 s/iter. Eval: 0.0004 s/iter. Total: 0.0703 s/iter. ETA=0:00:22 [03/23 05:33:21] d2.evaluation.evaluator INFO: Inference done 162/410. Dataloading: 0.0137 s/iter. Inference: 0.0534 s/iter. Eval: 0.0003 s/iter. Total: 0.0675 s/iter. ETA=0:00:16 [03/23 05:33:26] d2.evaluation.evaluator INFO: Inference done 231/410. Dataloading: 0.0142 s/iter. Inference: 0.0546 s/iter. Eval: 0.0003 s/iter. Total: 0.0691 s/iter. ETA=0:00:12 [03/23 05:33:31] d2.evaluation.evaluator INFO: Inference done 308/410. Dataloading: 0.0141 s/iter. Inference: 0.0537 s/iter. Eval: 0.0003 s/iter. Total: 0.0682 s/iter. ETA=0:00:06 [03/23 05:33:36] d2.evaluation.evaluator INFO: Inference done 383/410. Dataloading: 0.0148 s/iter. Inference: 0.0531 s/iter. Eval: 0.0003 s/iter. Total: 0.0682 s/iter. ETA=0:00:01 [03/23 05:33:38] d2.evaluation.evaluator INFO: Total inference time: 0:00:27.414477 (0.067690 s / iter per device, on 1 devices) [03/23 05:33:38] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052938 s / iter per device, on 1 devices) [03/23 05:33:38] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:33:38] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:33:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:33:38] d2.evaluation.testing INFO: copypaste: 1.4883,7.0263,0.2865 [03/23 05:33:38] d2.data.common INFO: Serializing the dataset using: [03/23 05:33:38] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:33:38] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:33:38] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:33:38] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:33:41] d2.evaluation.evaluator INFO: Inference done 41/410. Dataloading: 0.0208 s/iter. Inference: 0.0510 s/iter. Eval: 0.0002 s/iter. Total: 0.0720 s/iter. ETA=0:00:26 [03/23 05:33:46] d2.evaluation.evaluator INFO: Inference done 120/410. Dataloading: 0.0134 s/iter. Inference: 0.0526 s/iter. Eval: 0.0002 s/iter. Total: 0.0662 s/iter. ETA=0:00:19 [03/23 05:33:51] d2.evaluation.evaluator INFO: Inference done 195/410. Dataloading: 0.0138 s/iter. Inference: 0.0524 s/iter. Eval: 0.0002 s/iter. Total: 0.0665 s/iter. ETA=0:00:14 [03/23 05:33:56] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0134 s/iter. Inference: 0.0518 s/iter. Eval: 0.0002 s/iter. Total: 0.0655 s/iter. ETA=0:00:08 [03/23 05:34:01] d2.evaluation.evaluator INFO: Inference done 354/410. Dataloading: 0.0137 s/iter. Inference: 0.0511 s/iter. Eval: 0.0002 s/iter. Total: 0.0651 s/iter. ETA=0:00:03 [03/23 05:34:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.130448 (0.064520 s / iter per device, on 1 devices) [03/23 05:34:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.050722 s / iter per device, on 1 devices) [03/23 05:34:05] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:34:05] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:34:05] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:34:05] d2.evaluation.testing INFO: copypaste: 1.2319,5.9888,0.0000 [03/23 05:34:05] d2.utils.events INFO: eta: 14:18:37 iter: 20999 total_loss: 1.434 loss_cls: 0.009258 loss_box_reg: 0.01929 loss_rpn_cls: 0.001772 loss_rpn_loc: 0.001514 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.005528 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007311 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.3684 last_time: 0.8212 data_time: 0.0076 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 05:34:22] d2.utils.events INFO: eta: 14:18:25 iter: 21019 total_loss: 1.425 loss_cls: 0.008322 loss_box_reg: 0.02242 loss_rpn_cls: 0.001316 loss_rpn_loc: 0.001121 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.003353 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001714 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 0.3689 last_time: 0.8931 data_time: 0.0087 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 05:34:40] d2.utils.events INFO: eta: 14:18:02 iter: 21039 total_loss: 1.424 loss_cls: 0.007126 loss_box_reg: 0.02247 loss_rpn_cls: 0.002118 loss_rpn_loc: 0.001874 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.00336 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005247 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.3693 last_time: 0.9294 data_time: 0.0085 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 05:34:58] d2.utils.events INFO: eta: 14:16:36 iter: 21059 total_loss: 1.426 loss_cls: 0.006262 loss_box_reg: 0.01794 loss_rpn_cls: 0.0009173 loss_rpn_loc: 0.001157 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.002696 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007901 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.3699 last_time: 0.8550 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 05:35:15] d2.utils.events INFO: eta: 14:16:07 iter: 21079 total_loss: 1.419 loss_cls: 0.005792 loss_box_reg: 0.02284 loss_rpn_cls: 0.0009351 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.002853 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6812 time: 0.3703 last_time: 0.8985 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 05:35:33] d2.utils.events INFO: eta: 14:15:43 iter: 21099 total_loss: 1.418 loss_cls: 0.006986 loss_box_reg: 0.01757 loss_rpn_cls: 0.001151 loss_rpn_loc: 0.001271 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.00221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003813 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.3708 last_time: 0.9303 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 05:35:51] d2.utils.events INFO: eta: 14:14:22 iter: 21119 total_loss: 1.413 loss_cls: 0.00567 loss_box_reg: 0.01913 loss_rpn_cls: 0.001198 loss_rpn_loc: 0.001319 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.001504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005878 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 0.3713 last_time: 0.9061 data_time: 0.0088 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 05:36:08] d2.utils.events INFO: eta: 14:13:44 iter: 21139 total_loss: 1.422 loss_cls: 0.007283 loss_box_reg: 0.02266 loss_rpn_cls: 0.001041 loss_rpn_loc: 0.001448 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.00192 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005075 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.3718 last_time: 0.9619 data_time: 0.0085 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 05:36:25] d2.utils.events INFO: eta: 14:13:12 iter: 21159 total_loss: 1.427 loss_cls: 0.00678 loss_box_reg: 0.02006 loss_rpn_cls: 0.001135 loss_rpn_loc: 0.001201 loss_D_img_s: 0.693 loss_cls_pseudo: 0.002538 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005789 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 0.3722 last_time: 0.8816 data_time: 0.0085 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 05:36:43] d2.utils.events INFO: eta: 14:13:58 iter: 21179 total_loss: 1.428 loss_cls: 0.008238 loss_box_reg: 0.02258 loss_rpn_cls: 0.001121 loss_rpn_loc: 0.001083 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.002526 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009412 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.3727 last_time: 0.8294 data_time: 0.0093 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 05:37:00] d2.utils.events INFO: eta: 14:13:22 iter: 21199 total_loss: 1.425 loss_cls: 0.005947 loss_box_reg: 0.02074 loss_rpn_cls: 0.001501 loss_rpn_loc: 0.001563 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.00561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001087 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.3732 last_time: 0.8416 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 05:37:18] d2.utils.events INFO: eta: 14:12:20 iter: 21219 total_loss: 1.424 loss_cls: 0.006571 loss_box_reg: 0.021 loss_rpn_cls: 0.001532 loss_rpn_loc: 0.001322 loss_D_img_s: 0.6981 loss_cls_pseudo: 0.00355 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007259 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 0.3736 last_time: 0.8699 data_time: 0.0090 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 05:37:35] d2.utils.events INFO: eta: 14:11:33 iter: 21239 total_loss: 1.409 loss_cls: 0.00566 loss_box_reg: 0.01983 loss_rpn_cls: 0.000973 loss_rpn_loc: 0.001069 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.001204 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004546 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.3741 last_time: 0.8532 data_time: 0.0086 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 05:37:53] d2.utils.events INFO: eta: 14:12:12 iter: 21259 total_loss: 1.416 loss_cls: 0.00529 loss_box_reg: 0.02107 loss_rpn_cls: 0.001001 loss_rpn_loc: 0.001239 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.001765 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005263 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.3746 last_time: 0.8935 data_time: 0.0088 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 05:38:10] d2.utils.events INFO: eta: 14:11:24 iter: 21279 total_loss: 1.423 loss_cls: 0.00634 loss_box_reg: 0.0197 loss_rpn_cls: 0.001126 loss_rpn_loc: 0.001197 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.002706 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004691 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.3750 last_time: 0.8097 data_time: 0.0087 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 05:38:27] d2.utils.events INFO: eta: 14:11:41 iter: 21299 total_loss: 1.428 loss_cls: 0.008477 loss_box_reg: 0.01831 loss_rpn_cls: 0.001948 loss_rpn_loc: 0.0008641 loss_D_img_s: 0.6964 loss_cls_pseudo: 0.005762 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001703 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.3755 last_time: 0.8882 data_time: 0.0089 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 05:38:45] d2.utils.events INFO: eta: 14:11:28 iter: 21319 total_loss: 1.419 loss_cls: 0.007295 loss_box_reg: 0.02183 loss_rpn_cls: 0.001773 loss_rpn_loc: 0.00175 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.001247 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003666 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.3760 last_time: 0.8153 data_time: 0.0088 last_data_time: 0.0163 lr: 0.01 max_mem: 12686M [03/23 05:39:02] d2.utils.events INFO: eta: 14:10:50 iter: 21339 total_loss: 1.423 loss_cls: 0.006427 loss_box_reg: 0.01906 loss_rpn_cls: 0.001412 loss_rpn_loc: 0.00107 loss_D_img_s: 0.7043 loss_cls_pseudo: 0.001568 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004188 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6729 time: 0.3764 last_time: 0.8049 data_time: 0.0084 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 05:39:20] d2.utils.events INFO: eta: 14:10:03 iter: 21359 total_loss: 1.421 loss_cls: 0.007373 loss_box_reg: 0.02229 loss_rpn_cls: 0.001219 loss_rpn_loc: 0.001387 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.001317 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003678 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 0.3769 last_time: 0.8934 data_time: 0.0088 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 05:39:38] d2.utils.events INFO: eta: 14:11:05 iter: 21379 total_loss: 1.424 loss_cls: 0.006639 loss_box_reg: 0.01824 loss_rpn_cls: 0.001152 loss_rpn_loc: 0.001433 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.001283 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003127 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 0.3774 last_time: 0.8368 data_time: 0.0088 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 05:39:55] d2.utils.events INFO: eta: 14:10:56 iter: 21399 total_loss: 1.417 loss_cls: 0.006549 loss_box_reg: 0.01671 loss_rpn_cls: 0.001541 loss_rpn_loc: 0.00134 loss_D_img_s: 0.6991 loss_cls_pseudo: 0.00297 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009733 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.3779 last_time: 0.9703 data_time: 0.0087 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 05:40:12] d2.utils.events INFO: eta: 14:09:58 iter: 21419 total_loss: 1.412 loss_cls: 0.005192 loss_box_reg: 0.01874 loss_rpn_cls: 0.00115 loss_rpn_loc: 0.00134 loss_D_img_s: 0.6874 loss_cls_pseudo: 0.002078 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005747 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.3783 last_time: 0.8647 data_time: 0.0089 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 05:40:30] d2.utils.events INFO: eta: 14:09:08 iter: 21439 total_loss: 1.424 loss_cls: 0.00764 loss_box_reg: 0.01742 loss_rpn_cls: 0.001458 loss_rpn_loc: 0.001138 loss_D_img_s: 0.7075 loss_cls_pseudo: 0.00382 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004823 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6731 time: 0.3788 last_time: 0.8770 data_time: 0.0084 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 05:40:47] d2.utils.events INFO: eta: 14:08:51 iter: 21459 total_loss: 1.417 loss_cls: 0.005836 loss_box_reg: 0.01687 loss_rpn_cls: 0.0008422 loss_rpn_loc: 0.00115 loss_D_img_s: 0.689 loss_cls_pseudo: 0.002227 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004144 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.3792 last_time: 0.8829 data_time: 0.0088 last_data_time: 0.0109 lr: 0.01 max_mem: 12686M [03/23 05:41:05] d2.utils.events INFO: eta: 14:08:31 iter: 21479 total_loss: 1.418 loss_cls: 0.006409 loss_box_reg: 0.01796 loss_rpn_cls: 0.0008715 loss_rpn_loc: 0.001379 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.001967 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 0.3797 last_time: 0.9899 data_time: 0.0078 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 05:41:22] d2.utils.events INFO: eta: 14:08:11 iter: 21499 total_loss: 1.421 loss_cls: 0.007078 loss_box_reg: 0.01961 loss_rpn_cls: 0.001592 loss_rpn_loc: 0.001126 loss_D_img_s: 0.701 loss_cls_pseudo: 0.002843 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008189 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6817 time: 0.3801 last_time: 0.8744 data_time: 0.0092 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 05:41:40] d2.utils.events INFO: eta: 14:07:43 iter: 21519 total_loss: 1.426 loss_cls: 0.005 loss_box_reg: 0.01627 loss_rpn_cls: 0.001438 loss_rpn_loc: 0.001208 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.004723 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001078 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6907 time: 0.3806 last_time: 0.9033 data_time: 0.0082 last_data_time: 0.0061 lr: 0.01 max_mem: 12686M [03/23 05:41:57] d2.utils.events INFO: eta: 14:06:33 iter: 21539 total_loss: 1.425 loss_cls: 0.01006 loss_box_reg: 0.02306 loss_rpn_cls: 0.002114 loss_rpn_loc: 0.00119 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.001645 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004004 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7101 time: 0.3811 last_time: 1.0197 data_time: 0.0082 last_data_time: 0.0118 lr: 0.01 max_mem: 12686M [03/23 05:42:15] d2.utils.events INFO: eta: 14:05:25 iter: 21559 total_loss: 1.416 loss_cls: 0.008004 loss_box_reg: 0.0211 loss_rpn_cls: 0.001884 loss_rpn_loc: 0.001305 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.001295 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.3815 last_time: 0.8445 data_time: 0.0084 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 05:42:32] d2.utils.events INFO: eta: 14:03:21 iter: 21579 total_loss: 1.416 loss_cls: 0.006064 loss_box_reg: 0.02177 loss_rpn_cls: 0.001153 loss_rpn_loc: 0.001191 loss_D_img_s: 0.7072 loss_cls_pseudo: 0.002684 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009278 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6675 time: 0.3820 last_time: 0.8160 data_time: 0.0096 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 05:42:49] d2.utils.events INFO: eta: 14:02:03 iter: 21599 total_loss: 1.417 loss_cls: 0.00695 loss_box_reg: 0.01668 loss_rpn_cls: 0.001237 loss_rpn_loc: 0.001067 loss_D_img_s: 0.7115 loss_cls_pseudo: 0.001598 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005039 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6682 time: 0.3824 last_time: 0.8652 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 05:43:06] d2.utils.events INFO: eta: 14:01:39 iter: 21619 total_loss: 1.423 loss_cls: 0.005851 loss_box_reg: 0.01862 loss_rpn_cls: 0.001193 loss_rpn_loc: 0.001296 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.004025 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006977 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 0.3828 last_time: 0.8604 data_time: 0.0092 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 05:43:24] d2.utils.events INFO: eta: 14:01:38 iter: 21639 total_loss: 1.421 loss_cls: 0.009088 loss_box_reg: 0.02144 loss_rpn_cls: 0.001049 loss_rpn_loc: 0.00127 loss_D_img_s: 0.6928 loss_cls_pseudo: 0.001807 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003713 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.3833 last_time: 0.8441 data_time: 0.0089 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 05:43:41] d2.utils.events INFO: eta: 14:01:11 iter: 21659 total_loss: 1.405 loss_cls: 0.004933 loss_box_reg: 0.01506 loss_rpn_cls: 0.0008212 loss_rpn_loc: 0.001164 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.001165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0001954 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6971 time: 0.3838 last_time: 0.7712 data_time: 0.0084 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 05:43:58] d2.utils.events INFO: eta: 14:00:47 iter: 21679 total_loss: 1.409 loss_cls: 0.004744 loss_box_reg: 0.01766 loss_rpn_cls: 0.001081 loss_rpn_loc: 0.001177 loss_D_img_s: 0.6745 loss_cls_pseudo: 0.002121 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003474 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7007 time: 0.3842 last_time: 0.8418 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 05:44:16] d2.utils.events INFO: eta: 14:00:56 iter: 21699 total_loss: 1.418 loss_cls: 0.006287 loss_box_reg: 0.01975 loss_rpn_cls: 0.001159 loss_rpn_loc: 0.001142 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.002929 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004775 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.687 time: 0.3847 last_time: 0.8955 data_time: 0.0088 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 05:44:34] d2.utils.events INFO: eta: 14:00:19 iter: 21719 total_loss: 1.422 loss_cls: 0.007175 loss_box_reg: 0.02321 loss_rpn_cls: 0.001699 loss_rpn_loc: 0.001206 loss_D_img_s: 0.7074 loss_cls_pseudo: 0.001585 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004314 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6773 time: 0.3851 last_time: 0.9589 data_time: 0.0091 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 05:44:51] d2.utils.events INFO: eta: 13:59:40 iter: 21739 total_loss: 1.413 loss_cls: 0.005564 loss_box_reg: 0.01852 loss_rpn_cls: 0.001015 loss_rpn_loc: 0.001499 loss_D_img_s: 0.6716 loss_cls_pseudo: 0.002379 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000541 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 0.3855 last_time: 0.8154 data_time: 0.0088 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 05:45:08] d2.utils.events INFO: eta: 13:59:20 iter: 21759 total_loss: 1.415 loss_cls: 0.006919 loss_box_reg: 0.02496 loss_rpn_cls: 0.001608 loss_rpn_loc: 0.0009245 loss_D_img_s: 0.6898 loss_cls_pseudo: 0.001464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003848 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6834 time: 0.3860 last_time: 0.9331 data_time: 0.0085 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 05:45:26] d2.utils.events INFO: eta: 13:58:31 iter: 21779 total_loss: 1.427 loss_cls: 0.007711 loss_box_reg: 0.02177 loss_rpn_cls: 0.001335 loss_rpn_loc: 0.001357 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.003293 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005636 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.3864 last_time: 0.8488 data_time: 0.0090 last_data_time: 0.0122 lr: 0.01 max_mem: 12686M [03/23 05:45:43] d2.utils.events INFO: eta: 13:58:46 iter: 21799 total_loss: 1.417 loss_cls: 0.00768 loss_box_reg: 0.01594 loss_rpn_cls: 0.001451 loss_rpn_loc: 0.001282 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.003563 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008961 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.673 time: 0.3869 last_time: 0.9248 data_time: 0.0082 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 05:46:01] d2.utils.events INFO: eta: 13:58:46 iter: 21819 total_loss: 1.416 loss_cls: 0.007016 loss_box_reg: 0.01863 loss_rpn_cls: 0.002142 loss_rpn_loc: 0.001132 loss_D_img_s: 0.7048 loss_cls_pseudo: 0.001663 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006977 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6739 time: 0.3874 last_time: 0.9747 data_time: 0.0082 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 05:46:20] d2.utils.events INFO: eta: 13:59:18 iter: 21839 total_loss: 1.415 loss_cls: 0.007032 loss_box_reg: 0.02089 loss_rpn_cls: 0.001597 loss_rpn_loc: 0.001458 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.002907 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003629 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6658 time: 0.3878 last_time: 0.8652 data_time: 0.0089 last_data_time: 0.0105 lr: 0.01 max_mem: 12686M [03/23 05:46:37] d2.utils.events INFO: eta: 13:58:17 iter: 21859 total_loss: 1.414 loss_cls: 0.005831 loss_box_reg: 0.0158 loss_rpn_cls: 0.001001 loss_rpn_loc: 0.001193 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.003415 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005519 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 0.3883 last_time: 0.8135 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 05:46:54] d2.utils.events INFO: eta: 13:57:22 iter: 21879 total_loss: 1.417 loss_cls: 0.006747 loss_box_reg: 0.0205 loss_rpn_cls: 0.001248 loss_rpn_loc: 0.00118 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.001126 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006875 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6991 time: 0.3887 last_time: 0.7987 data_time: 0.0088 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 05:47:11] d2.utils.events INFO: eta: 13:55:42 iter: 21899 total_loss: 1.421 loss_cls: 0.006893 loss_box_reg: 0.02054 loss_rpn_cls: 0.001179 loss_rpn_loc: 0.00106 loss_D_img_s: 0.6642 loss_cls_pseudo: 0.002268 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005429 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7117 time: 0.3891 last_time: 0.8480 data_time: 0.0084 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 05:47:29] d2.utils.events INFO: eta: 13:55:21 iter: 21919 total_loss: 1.433 loss_cls: 0.007271 loss_box_reg: 0.01821 loss_rpn_cls: 0.001298 loss_rpn_loc: 0.0012 loss_D_img_s: 0.6709 loss_cls_pseudo: 0.002829 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004746 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 0.3896 last_time: 0.8592 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 05:47:46] d2.utils.events INFO: eta: 13:54:50 iter: 21939 total_loss: 1.412 loss_cls: 0.004905 loss_box_reg: 0.0142 loss_rpn_cls: 0.001001 loss_rpn_loc: 0.000988 loss_D_img_s: 0.6664 loss_cls_pseudo: 0.001351 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7166 time: 0.3900 last_time: 0.8222 data_time: 0.0081 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 05:48:03] d2.utils.events INFO: eta: 13:53:41 iter: 21959 total_loss: 1.44 loss_cls: 0.00635 loss_box_reg: 0.01933 loss_rpn_cls: 0.001168 loss_rpn_loc: 0.001314 loss_D_img_s: 0.7133 loss_cls_pseudo: 0.006681 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001463 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.3904 last_time: 0.8341 data_time: 0.0081 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 05:48:21] d2.utils.events INFO: eta: 13:53:41 iter: 21979 total_loss: 1.427 loss_cls: 0.01049 loss_box_reg: 0.02281 loss_rpn_cls: 0.002028 loss_rpn_loc: 0.001151 loss_D_img_s: 0.7383 loss_cls_pseudo: 0.002573 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001102 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6375 time: 0.3909 last_time: 0.9537 data_time: 0.0088 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 05:48:39] d2.data.common INFO: Serializing the dataset using: [03/23 05:48:39] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:48:39] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:48:39] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:48:39] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:48:40] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0053 s/iter. Inference: 0.0514 s/iter. Eval: 0.0001 s/iter. Total: 0.0568 s/iter. ETA=0:00:22 [03/23 05:48:45] d2.evaluation.evaluator INFO: Inference done 80/410. Dataloading: 0.0170 s/iter. Inference: 0.0557 s/iter. Eval: 0.0002 s/iter. Total: 0.0729 s/iter. ETA=0:00:24 [03/23 05:48:50] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0151 s/iter. Inference: 0.0532 s/iter. Eval: 0.0002 s/iter. Total: 0.0685 s/iter. ETA=0:00:17 [03/23 05:48:55] d2.evaluation.evaluator INFO: Inference done 239/410. Dataloading: 0.0134 s/iter. Inference: 0.0526 s/iter. Eval: 0.0002 s/iter. Total: 0.0662 s/iter. ETA=0:00:11 [03/23 05:49:00] d2.evaluation.evaluator INFO: Inference done 318/410. Dataloading: 0.0132 s/iter. Inference: 0.0522 s/iter. Eval: 0.0002 s/iter. Total: 0.0656 s/iter. ETA=0:00:06 [03/23 05:49:05] d2.evaluation.evaluator INFO: Inference done 398/410. Dataloading: 0.0129 s/iter. Inference: 0.0518 s/iter. Eval: 0.0002 s/iter. Total: 0.0649 s/iter. ETA=0:00:00 [03/23 05:49:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.225743 (0.064755 s / iter per device, on 1 devices) [03/23 05:49:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:20 (0.051678 s / iter per device, on 1 devices) [03/23 05:49:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:49:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:49:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:49:06] d2.evaluation.testing INFO: copypaste: 1.2905,5.8815,0.0000 [03/23 05:49:06] d2.data.common INFO: Serializing the dataset using: [03/23 05:49:06] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 05:49:06] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 05:49:06] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 05:49:06] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 05:49:10] d2.evaluation.evaluator INFO: Inference done 50/410. Dataloading: 0.0188 s/iter. Inference: 0.0557 s/iter. Eval: 0.0002 s/iter. Total: 0.0748 s/iter. ETA=0:00:26 [03/23 05:49:15] d2.evaluation.evaluator INFO: Inference done 128/410. Dataloading: 0.0133 s/iter. Inference: 0.0545 s/iter. Eval: 0.0002 s/iter. Total: 0.0681 s/iter. ETA=0:00:19 [03/23 05:49:20] d2.evaluation.evaluator INFO: Inference done 210/410. Dataloading: 0.0123 s/iter. Inference: 0.0531 s/iter. Eval: 0.0002 s/iter. Total: 0.0656 s/iter. ETA=0:00:13 [03/23 05:49:25] d2.evaluation.evaluator INFO: Inference done 285/410. Dataloading: 0.0128 s/iter. Inference: 0.0529 s/iter. Eval: 0.0002 s/iter. Total: 0.0659 s/iter. ETA=0:00:08 [03/23 05:49:30] d2.evaluation.evaluator INFO: Inference done 365/410. Dataloading: 0.0123 s/iter. Inference: 0.0526 s/iter. Eval: 0.0002 s/iter. Total: 0.0653 s/iter. ETA=0:00:02 [03/23 05:49:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:26.118510 (0.064490 s / iter per device, on 1 devices) [03/23 05:49:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:21 (0.052283 s / iter per device, on 1 devices) [03/23 05:49:33] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 05:49:33] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 05:49:33] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 05:49:33] d2.evaluation.testing INFO: copypaste: 1.0616,4.5152,0.0000 [03/23 05:49:33] d2.utils.events INFO: eta: 13:53:34 iter: 21999 total_loss: 1.416 loss_cls: 0.005879 loss_box_reg: 0.01658 loss_rpn_cls: 0.001179 loss_rpn_loc: 0.001048 loss_D_img_s: 0.7006 loss_cls_pseudo: 0.00212 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009308 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.3913 last_time: 0.8836 data_time: 0.0088 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 05:49:50] d2.utils.events INFO: eta: 13:53:29 iter: 22019 total_loss: 1.423 loss_cls: 0.007612 loss_box_reg: 0.0202 loss_rpn_cls: 0.0009306 loss_rpn_loc: 0.001152 loss_D_img_s: 0.682 loss_cls_pseudo: 0.002893 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008449 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7049 time: 0.3918 last_time: 0.8507 data_time: 0.0086 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 05:50:08] d2.utils.events INFO: eta: 13:52:59 iter: 22039 total_loss: 1.417 loss_cls: 0.006087 loss_box_reg: 0.02103 loss_rpn_cls: 0.001 loss_rpn_loc: 0.001392 loss_D_img_s: 0.6673 loss_cls_pseudo: 0.002463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004918 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7113 time: 0.3922 last_time: 0.8780 data_time: 0.0094 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 05:50:26] d2.utils.events INFO: eta: 13:52:54 iter: 22059 total_loss: 1.425 loss_cls: 0.007926 loss_box_reg: 0.02084 loss_rpn_cls: 0.002204 loss_rpn_loc: 0.001273 loss_D_img_s: 0.6805 loss_cls_pseudo: 0.007401 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001585 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 0.3927 last_time: 1.4516 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 05:50:43] d2.utils.events INFO: eta: 13:52:09 iter: 22079 total_loss: 1.439 loss_cls: 0.008807 loss_box_reg: 0.02912 loss_rpn_cls: 0.001095 loss_rpn_loc: 0.001213 loss_D_img_s: 0.6657 loss_cls_pseudo: 0.006104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002754 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7165 time: 0.3931 last_time: 0.8510 data_time: 0.0082 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 05:51:01] d2.utils.events INFO: eta: 13:52:04 iter: 22099 total_loss: 1.412 loss_cls: 0.007341 loss_box_reg: 0.02118 loss_rpn_cls: 0.001492 loss_rpn_loc: 0.001448 loss_D_img_s: 0.704 loss_cls_pseudo: 0.001729 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007545 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6665 time: 0.3935 last_time: 0.9295 data_time: 0.0091 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 05:51:18] d2.utils.events INFO: eta: 13:51:56 iter: 22119 total_loss: 1.423 loss_cls: 0.007733 loss_box_reg: 0.02083 loss_rpn_cls: 0.001185 loss_rpn_loc: 0.001455 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.006736 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001826 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6743 time: 0.3940 last_time: 0.9178 data_time: 0.0087 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 05:51:36] d2.utils.events INFO: eta: 13:52:02 iter: 22139 total_loss: 1.418 loss_cls: 0.006452 loss_box_reg: 0.01935 loss_rpn_cls: 0.0009228 loss_rpn_loc: 0.001192 loss_D_img_s: 0.7097 loss_cls_pseudo: 0.002885 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005662 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6701 time: 0.3944 last_time: 0.9088 data_time: 0.0086 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 05:51:53] d2.utils.events INFO: eta: 13:51:45 iter: 22159 total_loss: 1.416 loss_cls: 0.009701 loss_box_reg: 0.02033 loss_rpn_cls: 0.002897 loss_rpn_loc: 0.001706 loss_D_img_s: 0.708 loss_cls_pseudo: 0.001959 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005156 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6683 time: 0.3948 last_time: 0.9025 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 05:52:11] d2.utils.events INFO: eta: 13:51:11 iter: 22179 total_loss: 1.429 loss_cls: 0.007888 loss_box_reg: 0.02119 loss_rpn_cls: 0.002197 loss_rpn_loc: 0.001298 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.003239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.3953 last_time: 0.8304 data_time: 0.0088 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 05:52:29] d2.utils.events INFO: eta: 13:51:23 iter: 22199 total_loss: 1.431 loss_cls: 0.005712 loss_box_reg: 0.01853 loss_rpn_cls: 0.0007717 loss_rpn_loc: 0.001124 loss_D_img_s: 0.6486 loss_cls_pseudo: 0.002357 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009562 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7362 time: 0.3957 last_time: 0.8970 data_time: 0.0085 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 05:52:46] d2.utils.events INFO: eta: 13:52:11 iter: 22219 total_loss: 1.419 loss_cls: 0.009875 loss_box_reg: 0.01873 loss_rpn_cls: 0.002933 loss_rpn_loc: 0.001467 loss_D_img_s: 0.6658 loss_cls_pseudo: 0.003249 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008438 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7162 time: 0.3962 last_time: 0.9293 data_time: 0.0091 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 05:53:04] d2.utils.events INFO: eta: 13:52:12 iter: 22239 total_loss: 1.428 loss_cls: 0.00634 loss_box_reg: 0.0223 loss_rpn_cls: 0.00204 loss_rpn_loc: 0.001385 loss_D_img_s: 0.7184 loss_cls_pseudo: 0.003364 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001066 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6698 time: 0.3966 last_time: 0.9084 data_time: 0.0092 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 05:53:22] d2.utils.events INFO: eta: 13:52:03 iter: 22259 total_loss: 1.415 loss_cls: 0.005337 loss_box_reg: 0.01872 loss_rpn_cls: 0.0008853 loss_rpn_loc: 0.001084 loss_D_img_s: 0.7609 loss_cls_pseudo: 0.002662 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008895 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.633 time: 0.3970 last_time: 0.8362 data_time: 0.0086 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 05:53:39] d2.utils.events INFO: eta: 13:51:46 iter: 22279 total_loss: 1.416 loss_cls: 0.008105 loss_box_reg: 0.01913 loss_rpn_cls: 0.00112 loss_rpn_loc: 0.001322 loss_D_img_s: 0.6692 loss_cls_pseudo: 0.001068 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005412 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7102 time: 0.3975 last_time: 0.8435 data_time: 0.0087 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 05:53:57] d2.utils.events INFO: eta: 13:50:58 iter: 22299 total_loss: 1.425 loss_cls: 0.007447 loss_box_reg: 0.02105 loss_rpn_cls: 0.001332 loss_rpn_loc: 0.001311 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.003222 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005899 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 0.3979 last_time: 0.8427 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 05:54:14] d2.utils.events INFO: eta: 13:50:13 iter: 22319 total_loss: 1.427 loss_cls: 0.00612 loss_box_reg: 0.01995 loss_rpn_cls: 0.001484 loss_rpn_loc: 0.001518 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.001937 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.3983 last_time: 1.0001 data_time: 0.0081 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 05:54:32] d2.utils.events INFO: eta: 13:50:35 iter: 22339 total_loss: 1.42 loss_cls: 0.00581 loss_box_reg: 0.01545 loss_rpn_cls: 0.001489 loss_rpn_loc: 0.001209 loss_D_img_s: 0.7074 loss_cls_pseudo: 0.004138 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001313 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.3988 last_time: 0.8374 data_time: 0.0095 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 05:54:49] d2.utils.events INFO: eta: 13:50:37 iter: 22359 total_loss: 1.419 loss_cls: 0.006223 loss_box_reg: 0.02013 loss_rpn_cls: 0.001079 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.002778 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005801 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6798 time: 0.3992 last_time: 0.8437 data_time: 0.0098 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 05:55:07] d2.utils.events INFO: eta: 13:49:21 iter: 22379 total_loss: 1.429 loss_cls: 0.007472 loss_box_reg: 0.02074 loss_rpn_cls: 0.001279 loss_rpn_loc: 0.001289 loss_D_img_s: 0.6648 loss_cls_pseudo: 0.002316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007465 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.722 time: 0.3996 last_time: 0.8748 data_time: 0.0086 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 05:55:24] d2.utils.events INFO: eta: 13:48:22 iter: 22399 total_loss: 1.426 loss_cls: 0.008848 loss_box_reg: 0.01743 loss_rpn_cls: 0.001332 loss_rpn_loc: 0.001322 loss_D_img_s: 0.6998 loss_cls_pseudo: 0.001982 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000491 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.4000 last_time: 0.9582 data_time: 0.0087 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 05:55:42] d2.utils.events INFO: eta: 13:49:14 iter: 22419 total_loss: 1.418 loss_cls: 0.005719 loss_box_reg: 0.01625 loss_rpn_cls: 0.0007477 loss_rpn_loc: 0.001195 loss_D_img_s: 0.6953 loss_cls_pseudo: 0.004548 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001098 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.4004 last_time: 0.9551 data_time: 0.0098 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 05:55:59] d2.utils.events INFO: eta: 13:48:43 iter: 22439 total_loss: 1.422 loss_cls: 0.006622 loss_box_reg: 0.02111 loss_rpn_cls: 0.0009289 loss_rpn_loc: 0.001165 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.002616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007158 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6773 time: 0.4009 last_time: 0.8527 data_time: 0.0080 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 05:56:17] d2.utils.events INFO: eta: 13:48:51 iter: 22459 total_loss: 1.418 loss_cls: 0.006561 loss_box_reg: 0.01942 loss_rpn_cls: 0.001389 loss_rpn_loc: 0.001291 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.002895 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007327 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.4013 last_time: 0.9571 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 05:56:35] d2.utils.events INFO: eta: 13:48:49 iter: 22479 total_loss: 1.42 loss_cls: 0.007065 loss_box_reg: 0.01649 loss_rpn_cls: 0.001199 loss_rpn_loc: 0.001035 loss_D_img_s: 0.6769 loss_cls_pseudo: 0.003299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 0.4017 last_time: 0.8880 data_time: 0.0090 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 05:56:52] d2.utils.events INFO: eta: 13:48:22 iter: 22499 total_loss: 1.419 loss_cls: 0.006408 loss_box_reg: 0.0177 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.001471 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.003225 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004004 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 0.4021 last_time: 0.8562 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 05:57:10] d2.utils.events INFO: eta: 13:48:03 iter: 22519 total_loss: 1.426 loss_cls: 0.006153 loss_box_reg: 0.02001 loss_rpn_cls: 0.001024 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6753 loss_cls_pseudo: 0.003732 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001217 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 0.4026 last_time: 0.8292 data_time: 0.0090 last_data_time: 0.0126 lr: 0.01 max_mem: 12686M [03/23 05:57:28] d2.utils.events INFO: eta: 13:48:26 iter: 22539 total_loss: 1.439 loss_cls: 0.007589 loss_box_reg: 0.021 loss_rpn_cls: 0.001431 loss_rpn_loc: 0.001178 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.006811 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001548 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7001 time: 0.4030 last_time: 0.8222 data_time: 0.0097 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 05:57:45] d2.utils.events INFO: eta: 13:48:16 iter: 22559 total_loss: 1.426 loss_cls: 0.007876 loss_box_reg: 0.02254 loss_rpn_cls: 0.001414 loss_rpn_loc: 0.001251 loss_D_img_s: 0.7332 loss_cls_pseudo: 0.002241 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003666 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6502 time: 0.4034 last_time: 0.8591 data_time: 0.0086 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 05:58:02] d2.utils.events INFO: eta: 13:48:52 iter: 22579 total_loss: 1.427 loss_cls: 0.006294 loss_box_reg: 0.01696 loss_rpn_cls: 0.001321 loss_rpn_loc: 0.001781 loss_D_img_s: 0.7253 loss_cls_pseudo: 0.003452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6574 time: 0.4038 last_time: 0.7976 data_time: 0.0084 last_data_time: 0.0106 lr: 0.01 max_mem: 12686M [03/23 05:58:20] d2.utils.events INFO: eta: 13:49:07 iter: 22599 total_loss: 1.424 loss_cls: 0.005434 loss_box_reg: 0.02014 loss_rpn_cls: 0.0007355 loss_rpn_loc: 0.001222 loss_D_img_s: 0.6476 loss_cls_pseudo: 0.002354 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008318 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7431 time: 0.4043 last_time: 0.8606 data_time: 0.0090 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 05:58:38] d2.utils.events INFO: eta: 13:49:14 iter: 22619 total_loss: 1.418 loss_cls: 0.00638 loss_box_reg: 0.01758 loss_rpn_cls: 0.0008641 loss_rpn_loc: 0.001173 loss_D_img_s: 0.6386 loss_cls_pseudo: 0.002187 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003287 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7462 time: 0.4047 last_time: 0.8506 data_time: 0.0083 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 05:58:55] d2.utils.events INFO: eta: 13:48:50 iter: 22639 total_loss: 1.431 loss_cls: 0.006736 loss_box_reg: 0.01871 loss_rpn_cls: 0.0009479 loss_rpn_loc: 0.001422 loss_D_img_s: 0.6687 loss_cls_pseudo: 0.01072 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7161 time: 0.4051 last_time: 0.8242 data_time: 0.0087 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 05:59:13] d2.utils.events INFO: eta: 13:48:04 iter: 22659 total_loss: 1.427 loss_cls: 0.006662 loss_box_reg: 0.01661 loss_rpn_cls: 0.001003 loss_rpn_loc: 0.001369 loss_D_img_s: 0.681 loss_cls_pseudo: 0.004762 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000589 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 0.4055 last_time: 0.8585 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 05:59:30] d2.utils.events INFO: eta: 13:47:38 iter: 22679 total_loss: 1.433 loss_cls: 0.00904 loss_box_reg: 0.02495 loss_rpn_cls: 0.0009176 loss_rpn_loc: 0.00124 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.008175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001719 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 0.4059 last_time: 0.8656 data_time: 0.0096 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 05:59:47] d2.utils.events INFO: eta: 13:47:02 iter: 22699 total_loss: 1.422 loss_cls: 0.00598 loss_box_reg: 0.01589 loss_rpn_cls: 0.0009353 loss_rpn_loc: 0.001208 loss_D_img_s: 0.727 loss_cls_pseudo: 0.004346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009646 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6601 time: 0.4063 last_time: 0.9728 data_time: 0.0086 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 06:00:05] d2.utils.events INFO: eta: 13:46:30 iter: 22719 total_loss: 1.427 loss_cls: 0.007471 loss_box_reg: 0.01889 loss_rpn_cls: 0.001504 loss_rpn_loc: 0.001323 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.003324 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006438 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.4067 last_time: 0.7561 data_time: 0.0093 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 06:00:23] d2.utils.events INFO: eta: 13:47:14 iter: 22739 total_loss: 1.422 loss_cls: 0.007091 loss_box_reg: 0.02082 loss_rpn_cls: 0.0005085 loss_rpn_loc: 0.001279 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.002209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009512 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.4072 last_time: 0.8213 data_time: 0.0089 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 06:00:41] d2.utils.events INFO: eta: 13:47:21 iter: 22759 total_loss: 1.429 loss_cls: 0.008528 loss_box_reg: 0.01968 loss_rpn_cls: 0.002635 loss_rpn_loc: 0.00147 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.005818 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000903 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6986 time: 0.4076 last_time: 0.8718 data_time: 0.0088 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 06:00:58] d2.utils.events INFO: eta: 13:46:39 iter: 22779 total_loss: 1.432 loss_cls: 0.006841 loss_box_reg: 0.01725 loss_rpn_cls: 0.001131 loss_rpn_loc: 0.00134 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.008889 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 0.4080 last_time: 0.8579 data_time: 0.0085 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:01:16] d2.utils.events INFO: eta: 13:45:47 iter: 22799 total_loss: 1.422 loss_cls: 0.00667 loss_box_reg: 0.01908 loss_rpn_cls: 0.0011 loss_rpn_loc: 0.001103 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.002952 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001381 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.4084 last_time: 0.8219 data_time: 0.0080 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 06:01:33] d2.utils.events INFO: eta: 13:45:18 iter: 22819 total_loss: 1.42 loss_cls: 0.006264 loss_box_reg: 0.02122 loss_rpn_cls: 0.001993 loss_rpn_loc: 0.001377 loss_D_img_s: 0.6946 loss_cls_pseudo: 0.002846 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005705 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.4088 last_time: 0.8272 data_time: 0.0090 last_data_time: 0.0111 lr: 0.01 max_mem: 12686M [03/23 06:01:54] d2.utils.events INFO: eta: 13:45:07 iter: 22839 total_loss: 1.411 loss_cls: 0.00615 loss_box_reg: 0.01737 loss_rpn_cls: 0.0007449 loss_rpn_loc: 0.0009676 loss_D_img_s: 0.694 loss_cls_pseudo: 0.003561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007908 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.4094 last_time: 1.1093 data_time: 0.0101 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 06:02:19] d2.utils.events INFO: eta: 13:46:10 iter: 22859 total_loss: 1.417 loss_cls: 0.005383 loss_box_reg: 0.0171 loss_rpn_cls: 0.00115 loss_rpn_loc: 0.001188 loss_D_img_s: 0.6827 loss_cls_pseudo: 0.004943 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 0.4101 last_time: 1.1123 data_time: 0.0086 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 06:02:45] d2.utils.events INFO: eta: 13:47:18 iter: 22879 total_loss: 1.421 loss_cls: 0.008476 loss_box_reg: 0.01917 loss_rpn_cls: 0.002304 loss_rpn_loc: 0.001029 loss_D_img_s: 0.6716 loss_cls_pseudo: 0.005362 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002359 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7028 time: 0.4109 last_time: 1.3646 data_time: 0.0079 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 06:03:10] d2.utils.events INFO: eta: 13:49:14 iter: 22899 total_loss: 1.42 loss_cls: 0.006455 loss_box_reg: 0.01627 loss_rpn_cls: 0.0009866 loss_rpn_loc: 0.001124 loss_D_img_s: 0.7055 loss_cls_pseudo: 0.0057 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001164 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.4116 last_time: 1.1044 data_time: 0.0090 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 06:03:35] d2.utils.events INFO: eta: 13:50:56 iter: 22919 total_loss: 1.418 loss_cls: 0.005331 loss_box_reg: 0.01643 loss_rpn_cls: 0.0009666 loss_rpn_loc: 0.001136 loss_D_img_s: 0.7021 loss_cls_pseudo: 0.004888 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005439 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.679 time: 0.4124 last_time: 1.3209 data_time: 0.0087 last_data_time: 0.0110 lr: 0.01 max_mem: 12686M [03/23 06:04:00] d2.utils.events INFO: eta: 13:52:21 iter: 22939 total_loss: 1.421 loss_cls: 0.006673 loss_box_reg: 0.01801 loss_rpn_cls: 0.001433 loss_rpn_loc: 0.0009556 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.005478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001236 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.4131 last_time: 1.1926 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 06:04:25] d2.utils.events INFO: eta: 13:55:02 iter: 22959 total_loss: 1.419 loss_cls: 0.004647 loss_box_reg: 0.01667 loss_rpn_cls: 0.0009428 loss_rpn_loc: 0.001096 loss_D_img_s: 0.6939 loss_cls_pseudo: 0.002746 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006091 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.4138 last_time: 1.1011 data_time: 0.0085 last_data_time: 0.0118 lr: 0.01 max_mem: 12686M [03/23 06:04:50] d2.utils.events INFO: eta: 13:56:00 iter: 22979 total_loss: 1.421 loss_cls: 0.005909 loss_box_reg: 0.01861 loss_rpn_cls: 0.001305 loss_rpn_loc: 0.001355 loss_D_img_s: 0.6829 loss_cls_pseudo: 0.00386 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000808 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.4145 last_time: 1.1022 data_time: 0.0093 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:05:14] d2.data.common INFO: Serializing the dataset using: [03/23 06:05:14] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 06:05:14] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 06:05:14] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 06:05:14] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 06:05:16] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0038 s/iter. Inference: 0.0931 s/iter. Eval: 0.0002 s/iter. Total: 0.0972 s/iter. ETA=0:00:38 [03/23 06:05:21] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0029 s/iter. Inference: 0.0952 s/iter. Eval: 0.0002 s/iter. Total: 0.0983 s/iter. ETA=0:00:34 [03/23 06:05:26] d2.evaluation.evaluator INFO: Inference done 114/410. Dataloading: 0.0032 s/iter. Inference: 0.0944 s/iter. Eval: 0.0002 s/iter. Total: 0.0978 s/iter. ETA=0:00:28 [03/23 06:05:31] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0032 s/iter. Inference: 0.0940 s/iter. Eval: 0.0002 s/iter. Total: 0.0974 s/iter. ETA=0:00:23 [03/23 06:05:36] d2.evaluation.evaluator INFO: Inference done 215/410. Dataloading: 0.0034 s/iter. Inference: 0.0948 s/iter. Eval: 0.0003 s/iter. Total: 0.0986 s/iter. ETA=0:00:19 [03/23 06:05:41] d2.evaluation.evaluator INFO: Inference done 268/410. Dataloading: 0.0037 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0978 s/iter. ETA=0:00:13 [03/23 06:05:46] d2.evaluation.evaluator INFO: Inference done 319/410. Dataloading: 0.0040 s/iter. Inference: 0.0939 s/iter. Eval: 0.0003 s/iter. Total: 0.0982 s/iter. ETA=0:00:08 [03/23 06:05:51] d2.evaluation.evaluator INFO: Inference done 372/410. Dataloading: 0.0040 s/iter. Inference: 0.0934 s/iter. Eval: 0.0003 s/iter. Total: 0.0977 s/iter. ETA=0:00:03 [03/23 06:05:55] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.558063 (0.097674 s / iter per device, on 1 devices) [03/23 06:05:55] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093093 s / iter per device, on 1 devices) [03/23 06:05:55] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 06:05:55] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 06:05:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 06:05:55] d2.evaluation.testing INFO: copypaste: 0.9473,5.1721,0.0065 [03/23 06:05:55] d2.data.common INFO: Serializing the dataset using: [03/23 06:05:55] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 06:05:55] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 06:05:55] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 06:05:55] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 06:05:57] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0030 s/iter. Inference: 0.1148 s/iter. Eval: 0.0008 s/iter. Total: 0.1185 s/iter. ETA=0:00:47 [03/23 06:06:02] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0045 s/iter. Inference: 0.0993 s/iter. Eval: 0.0003 s/iter. Total: 0.1041 s/iter. ETA=0:00:36 [03/23 06:06:07] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0051 s/iter. Inference: 0.0969 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:30 [03/23 06:06:12] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0052 s/iter. Inference: 0.0976 s/iter. Eval: 0.0003 s/iter. Total: 0.1031 s/iter. ETA=0:00:25 [03/23 06:06:17] d2.evaluation.evaluator INFO: Inference done 211/410. Dataloading: 0.0050 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.1009 s/iter. ETA=0:00:20 [03/23 06:06:22] d2.evaluation.evaluator INFO: Inference done 261/410. Dataloading: 0.0048 s/iter. Inference: 0.0959 s/iter. Eval: 0.0003 s/iter. Total: 0.1010 s/iter. ETA=0:00:15 [03/23 06:06:27] d2.evaluation.evaluator INFO: Inference done 312/410. Dataloading: 0.0047 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.1006 s/iter. ETA=0:00:09 [03/23 06:06:33] d2.evaluation.evaluator INFO: Inference done 363/410. Dataloading: 0.0044 s/iter. Inference: 0.0957 s/iter. Eval: 0.0003 s/iter. Total: 0.1005 s/iter. ETA=0:00:04 [03/23 06:06:37] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.440774 (0.099854 s / iter per device, on 1 devices) [03/23 06:06:37] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.095040 s / iter per device, on 1 devices) [03/23 06:06:37] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 06:06:37] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 06:06:37] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 06:06:37] d2.evaluation.testing INFO: copypaste: 0.9924,5.1688,0.0694 [03/23 06:06:37] d2.utils.events INFO: eta: 13:57:58 iter: 22999 total_loss: 1.443 loss_cls: 0.007933 loss_box_reg: 0.02393 loss_rpn_cls: 0.001448 loss_rpn_loc: 0.001288 loss_D_img_s: 0.7126 loss_cls_pseudo: 0.008959 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002025 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6747 time: 0.4152 last_time: 1.1066 data_time: 0.0085 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 06:07:01] d2.utils.events INFO: eta: 13:59:58 iter: 23019 total_loss: 1.42 loss_cls: 0.006739 loss_box_reg: 0.0205 loss_rpn_cls: 0.0009183 loss_rpn_loc: 0.001084 loss_D_img_s: 0.7126 loss_cls_pseudo: 0.003693 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008664 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6662 time: 0.4159 last_time: 1.2873 data_time: 0.0085 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 06:07:26] d2.utils.events INFO: eta: 14:03:01 iter: 23039 total_loss: 1.42 loss_cls: 0.003806 loss_box_reg: 0.01879 loss_rpn_cls: 0.0005986 loss_rpn_loc: 0.001546 loss_D_img_s: 0.6717 loss_cls_pseudo: 0.002344 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0003201 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7177 time: 0.4166 last_time: 1.4709 data_time: 0.0084 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 06:07:50] d2.utils.events INFO: eta: 14:06:34 iter: 23059 total_loss: 1.434 loss_cls: 0.006669 loss_box_reg: 0.01809 loss_rpn_cls: 0.001782 loss_rpn_loc: 0.001305 loss_D_img_s: 0.643 loss_cls_pseudo: 0.007018 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001718 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7421 time: 0.4173 last_time: 1.1295 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 06:08:16] d2.utils.events INFO: eta: 14:10:06 iter: 23079 total_loss: 1.426 loss_cls: 0.006755 loss_box_reg: 0.01546 loss_rpn_cls: 0.001205 loss_rpn_loc: 0.001118 loss_D_img_s: 0.6674 loss_cls_pseudo: 0.002476 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.722 time: 0.4181 last_time: 1.3033 data_time: 0.0086 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 06:08:39] d2.utils.events INFO: eta: 14:12:06 iter: 23099 total_loss: 1.42 loss_cls: 0.007318 loss_box_reg: 0.01787 loss_rpn_cls: 0.001637 loss_rpn_loc: 0.00134 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.003498 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009798 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 0.4187 last_time: 1.1227 data_time: 0.0080 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:09:05] d2.utils.events INFO: eta: 14:14:10 iter: 23119 total_loss: 1.429 loss_cls: 0.005843 loss_box_reg: 0.02053 loss_rpn_cls: 0.00116 loss_rpn_loc: 0.001498 loss_D_img_s: 0.7039 loss_cls_pseudo: 0.00767 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 0.4195 last_time: 1.2474 data_time: 0.0086 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 06:09:30] d2.utils.events INFO: eta: 14:17:46 iter: 23139 total_loss: 1.42 loss_cls: 0.005093 loss_box_reg: 0.01641 loss_rpn_cls: 0.0007189 loss_rpn_loc: 0.001205 loss_D_img_s: 0.7092 loss_cls_pseudo: 0.00445 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001183 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6789 time: 0.4202 last_time: 1.3072 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 06:09:54] d2.utils.events INFO: eta: 14:21:14 iter: 23159 total_loss: 1.433 loss_cls: 0.007394 loss_box_reg: 0.01737 loss_rpn_cls: 0.001202 loss_rpn_loc: 0.001165 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.01161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001251 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6716 time: 0.4208 last_time: 1.4675 data_time: 0.0076 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 06:10:19] d2.utils.events INFO: eta: 14:26:07 iter: 23179 total_loss: 1.433 loss_cls: 0.007397 loss_box_reg: 0.02148 loss_rpn_cls: 0.001946 loss_rpn_loc: 0.001208 loss_D_img_s: 0.675 loss_cls_pseudo: 0.00458 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002294 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7104 time: 0.4216 last_time: 1.1396 data_time: 0.0081 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 06:10:45] d2.utils.events INFO: eta: 14:30:43 iter: 23199 total_loss: 1.44 loss_cls: 0.009391 loss_box_reg: 0.02331 loss_rpn_cls: 0.001466 loss_rpn_loc: 0.0014 loss_D_img_s: 0.6751 loss_cls_pseudo: 0.004667 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001133 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7106 time: 0.4223 last_time: 1.5181 data_time: 0.0091 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:11:10] d2.utils.events INFO: eta: 14:36:11 iter: 23219 total_loss: 1.433 loss_cls: 0.008418 loss_box_reg: 0.01724 loss_rpn_cls: 0.00155 loss_rpn_loc: 0.001438 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.005226 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001173 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7109 time: 0.4230 last_time: 1.1661 data_time: 0.0082 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 06:11:36] d2.utils.events INFO: eta: 14:41:16 iter: 23239 total_loss: 1.438 loss_cls: 0.007578 loss_box_reg: 0.01717 loss_rpn_cls: 0.001896 loss_rpn_loc: 0.001089 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.009416 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001805 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 0.4238 last_time: 1.3045 data_time: 0.0092 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 06:12:01] d2.utils.events INFO: eta: 14:52:11 iter: 23259 total_loss: 1.423 loss_cls: 0.006463 loss_box_reg: 0.02163 loss_rpn_cls: 0.001518 loss_rpn_loc: 0.001152 loss_D_img_s: 0.711 loss_cls_pseudo: 0.005663 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007601 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6675 time: 0.4245 last_time: 1.2604 data_time: 0.0090 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:12:26] d2.utils.events INFO: eta: 15:05:16 iter: 23279 total_loss: 1.428 loss_cls: 0.006276 loss_box_reg: 0.02193 loss_rpn_cls: 0.0008725 loss_rpn_loc: 0.001278 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.005582 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009935 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.4252 last_time: 1.1686 data_time: 0.0083 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 06:12:50] d2.utils.events INFO: eta: 15:27:49 iter: 23299 total_loss: 1.422 loss_cls: 0.006613 loss_box_reg: 0.02101 loss_rpn_cls: 0.001055 loss_rpn_loc: 0.001498 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.005261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 0.4259 last_time: 1.1318 data_time: 0.0086 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 06:13:15] d2.utils.events INFO: eta: 16:12:16 iter: 23319 total_loss: 1.426 loss_cls: 0.00843 loss_box_reg: 0.01871 loss_rpn_cls: 0.001442 loss_rpn_loc: 0.001224 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.005001 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006986 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.4266 last_time: 1.1784 data_time: 0.0089 last_data_time: 0.0184 lr: 0.01 max_mem: 12686M [03/23 06:13:39] d2.utils.events INFO: eta: 16:58:02 iter: 23339 total_loss: 1.437 loss_cls: 0.007105 loss_box_reg: 0.01994 loss_rpn_cls: 0.001549 loss_rpn_loc: 0.001365 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.007093 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 0.4272 last_time: 1.3790 data_time: 0.0086 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 06:14:04] d2.utils.events INFO: eta: 17:19:24 iter: 23359 total_loss: 1.427 loss_cls: 0.007434 loss_box_reg: 0.02304 loss_rpn_cls: 0.002855 loss_rpn_loc: 0.001373 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.002312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004927 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.4279 last_time: 1.3022 data_time: 0.0080 last_data_time: 0.0110 lr: 0.01 max_mem: 12686M [03/23 06:14:28] d2.utils.events INFO: eta: 17:25:12 iter: 23379 total_loss: 1.427 loss_cls: 0.008768 loss_box_reg: 0.02072 loss_rpn_cls: 0.001978 loss_rpn_loc: 0.001152 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.004595 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007035 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 0.4286 last_time: 1.3399 data_time: 0.0087 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 06:14:53] d2.utils.events INFO: eta: 17:32:20 iter: 23399 total_loss: 1.439 loss_cls: 0.008085 loss_box_reg: 0.0241 loss_rpn_cls: 0.001397 loss_rpn_loc: 0.001236 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.005922 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001363 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.4293 last_time: 1.1648 data_time: 0.0093 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 06:15:17] d2.utils.events INFO: eta: 17:36:53 iter: 23419 total_loss: 1.429 loss_cls: 0.00693 loss_box_reg: 0.0231 loss_rpn_cls: 0.000956 loss_rpn_loc: 0.0009678 loss_D_img_s: 0.7233 loss_cls_pseudo: 0.003915 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0005459 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6671 time: 0.4300 last_time: 1.1352 data_time: 0.0091 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 06:15:42] d2.utils.events INFO: eta: 17:40:46 iter: 23439 total_loss: 1.426 loss_cls: 0.006858 loss_box_reg: 0.01957 loss_rpn_cls: 0.00112 loss_rpn_loc: 0.001303 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.003038 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007409 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 0.4306 last_time: 1.1974 data_time: 0.0092 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 06:16:07] d2.utils.events INFO: eta: 17:45:45 iter: 23459 total_loss: 1.438 loss_cls: 0.0067 loss_box_reg: 0.02017 loss_rpn_cls: 0.001105 loss_rpn_loc: 0.001645 loss_D_img_s: 0.6777 loss_cls_pseudo: 0.007619 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 0.4314 last_time: 1.1082 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:16:32] d2.utils.events INFO: eta: 17:47:46 iter: 23479 total_loss: 1.452 loss_cls: 0.01044 loss_box_reg: 0.029 loss_rpn_cls: 0.00319 loss_rpn_loc: 0.001938 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.01019 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002855 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7101 time: 0.4320 last_time: 1.2165 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 06:16:56] d2.utils.events INFO: eta: 17:48:52 iter: 23499 total_loss: 1.434 loss_cls: 0.005868 loss_box_reg: 0.02144 loss_rpn_cls: 0.001115 loss_rpn_loc: 0.001142 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.01265 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002022 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.4327 last_time: 1.3066 data_time: 0.0085 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 06:17:21] d2.utils.events INFO: eta: 17:52:32 iter: 23519 total_loss: 1.434 loss_cls: 0.007176 loss_box_reg: 0.01965 loss_rpn_cls: 0.001926 loss_rpn_loc: 0.001282 loss_D_img_s: 0.6764 loss_cls_pseudo: 0.0102 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003415 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7042 time: 0.4334 last_time: 1.1543 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 06:17:46] d2.utils.events INFO: eta: 17:53:59 iter: 23539 total_loss: 1.418 loss_cls: 0.00657 loss_box_reg: 0.0224 loss_rpn_cls: 0.001269 loss_rpn_loc: 0.00157 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.004178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008431 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 0.4341 last_time: 1.1698 data_time: 0.0086 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 06:18:10] d2.utils.events INFO: eta: 17:56:58 iter: 23559 total_loss: 1.416 loss_cls: 0.005488 loss_box_reg: 0.02141 loss_rpn_cls: 0.0009755 loss_rpn_loc: 0.001506 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.003923 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006593 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.4348 last_time: 1.3142 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 06:18:35] d2.utils.events INFO: eta: 18:03:04 iter: 23579 total_loss: 1.429 loss_cls: 0.007106 loss_box_reg: 0.01934 loss_rpn_cls: 0.001444 loss_rpn_loc: 0.0009321 loss_D_img_s: 0.6821 loss_cls_pseudo: 0.004997 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007454 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6963 time: 0.4354 last_time: 1.2800 data_time: 0.0092 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 06:19:00] d2.utils.events INFO: eta: 18:07:09 iter: 23599 total_loss: 1.411 loss_cls: 0.005862 loss_box_reg: 0.01687 loss_rpn_cls: 0.001162 loss_rpn_loc: 0.001186 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.01268 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001922 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7011 time: 0.4361 last_time: 1.1035 data_time: 0.0091 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 06:19:25] d2.utils.events INFO: eta: 18:09:16 iter: 23619 total_loss: 1.426 loss_cls: 0.009475 loss_box_reg: 0.02405 loss_rpn_cls: 0.001368 loss_rpn_loc: 0.001699 loss_D_img_s: 0.6925 loss_cls_pseudo: 0.01139 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002882 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6824 time: 0.4368 last_time: 1.3413 data_time: 0.0085 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 06:19:50] d2.utils.events INFO: eta: 18:14:06 iter: 23639 total_loss: 1.419 loss_cls: 0.007932 loss_box_reg: 0.02193 loss_rpn_cls: 0.001536 loss_rpn_loc: 0.001246 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.006016 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001531 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.4375 last_time: 1.1581 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 06:20:15] d2.utils.events INFO: eta: 18:18:53 iter: 23659 total_loss: 1.41 loss_cls: 0.006022 loss_box_reg: 0.01922 loss_rpn_cls: 0.001059 loss_rpn_loc: 0.001099 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.003677 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001259 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 0.4382 last_time: 1.1376 data_time: 0.0084 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 06:20:40] d2.utils.events INFO: eta: 18:25:12 iter: 23679 total_loss: 1.431 loss_cls: 0.007435 loss_box_reg: 0.02015 loss_rpn_cls: 0.002124 loss_rpn_loc: 0.001182 loss_D_img_s: 0.6944 loss_cls_pseudo: 0.008128 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000991 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.4389 last_time: 1.2811 data_time: 0.0088 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 06:21:04] d2.utils.events INFO: eta: 18:28:19 iter: 23699 total_loss: 1.429 loss_cls: 0.006816 loss_box_reg: 0.0172 loss_rpn_cls: 0.001064 loss_rpn_loc: 0.001282 loss_D_img_s: 0.7137 loss_cls_pseudo: 0.002608 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0004902 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.677 time: 0.4395 last_time: 1.1546 data_time: 0.0086 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 06:21:29] d2.utils.events INFO: eta: 18:45:39 iter: 23719 total_loss: 1.445 loss_cls: 0.007093 loss_box_reg: 0.01855 loss_rpn_cls: 0.001346 loss_rpn_loc: 0.001043 loss_D_img_s: 0.706 loss_cls_pseudo: 0.01047 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002227 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.4402 last_time: 1.3203 data_time: 0.0087 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 06:21:55] d2.utils.events INFO: eta: 19:11:09 iter: 23739 total_loss: 1.434 loss_cls: 0.007459 loss_box_reg: 0.02067 loss_rpn_cls: 0.00188 loss_rpn_loc: 0.001596 loss_D_img_s: 0.7078 loss_cls_pseudo: 0.009763 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00141 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6808 time: 0.4409 last_time: 1.2721 data_time: 0.0096 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 06:22:21] d2.utils.events INFO: eta: 19:23:36 iter: 23759 total_loss: 1.436 loss_cls: 0.006902 loss_box_reg: 0.02046 loss_rpn_cls: 0.001467 loss_rpn_loc: 0.001278 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.006383 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001497 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.4416 last_time: 1.3240 data_time: 0.0087 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 06:22:46] d2.utils.events INFO: eta: 19:29:20 iter: 23779 total_loss: 1.434 loss_cls: 0.006633 loss_box_reg: 0.01725 loss_rpn_cls: 0.0008823 loss_rpn_loc: 0.0009832 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.005878 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001723 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.4423 last_time: 1.3000 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 06:23:11] d2.utils.events INFO: eta: 19:37:14 iter: 23799 total_loss: 1.434 loss_cls: 0.009386 loss_box_reg: 0.02126 loss_rpn_cls: 0.001731 loss_rpn_loc: 0.001338 loss_D_img_s: 0.6633 loss_cls_pseudo: 0.004021 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006591 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7261 time: 0.4430 last_time: 1.2752 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 06:23:36] d2.utils.events INFO: eta: 19:40:20 iter: 23819 total_loss: 1.436 loss_cls: 0.006965 loss_box_reg: 0.02049 loss_rpn_cls: 0.00153 loss_rpn_loc: 0.001587 loss_D_img_s: 0.6636 loss_cls_pseudo: 0.006437 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002442 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.723 time: 0.4437 last_time: 1.3224 data_time: 0.0090 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 06:24:02] d2.utils.events INFO: eta: 19:42:19 iter: 23839 total_loss: 1.431 loss_cls: 0.006865 loss_box_reg: 0.01968 loss_rpn_cls: 0.001483 loss_rpn_loc: 0.001369 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.006962 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001549 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6962 time: 0.4444 last_time: 1.2104 data_time: 0.0094 last_data_time: 0.0214 lr: 0.01 max_mem: 12686M [03/23 06:24:27] d2.utils.events INFO: eta: 19:41:57 iter: 23859 total_loss: 1.447 loss_cls: 0.008984 loss_box_reg: 0.02581 loss_rpn_cls: 0.001679 loss_rpn_loc: 0.001333 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.008558 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00225 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.4451 last_time: 1.2889 data_time: 0.0081 last_data_time: 0.0148 lr: 0.01 max_mem: 12686M [03/23 06:24:51] d2.utils.events INFO: eta: 19:40:32 iter: 23879 total_loss: 1.432 loss_cls: 0.008613 loss_box_reg: 0.01974 loss_rpn_cls: 0.002344 loss_rpn_loc: 0.001129 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.00339 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002264 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 0.4457 last_time: 1.2631 data_time: 0.0088 last_data_time: 0.0109 lr: 0.01 max_mem: 12686M [03/23 06:25:15] d2.utils.events INFO: eta: 19:39:18 iter: 23899 total_loss: 1.443 loss_cls: 0.007778 loss_box_reg: 0.02399 loss_rpn_cls: 0.001348 loss_rpn_loc: 0.001162 loss_D_img_s: 0.7137 loss_cls_pseudo: 0.0192 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005139 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6632 time: 0.4464 last_time: 1.0962 data_time: 0.0086 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 06:25:40] d2.utils.events INFO: eta: 19:37:25 iter: 23919 total_loss: 1.422 loss_cls: 0.007171 loss_box_reg: 0.01981 loss_rpn_cls: 0.001616 loss_rpn_loc: 0.001092 loss_D_img_s: 0.6889 loss_cls_pseudo: 0.003909 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 0.4470 last_time: 1.1498 data_time: 0.0082 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 06:26:06] d2.utils.events INFO: eta: 19:38:43 iter: 23939 total_loss: 1.424 loss_cls: 0.007217 loss_box_reg: 0.01985 loss_rpn_cls: 0.002679 loss_rpn_loc: 0.001226 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.006647 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001148 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.674 time: 0.4477 last_time: 1.1232 data_time: 0.0089 last_data_time: 0.0107 lr: 0.01 max_mem: 12686M [03/23 06:26:31] d2.utils.events INFO: eta: 19:38:27 iter: 23959 total_loss: 1.43 loss_cls: 0.006389 loss_box_reg: 0.01978 loss_rpn_cls: 0.001197 loss_rpn_loc: 0.001333 loss_D_img_s: 0.6804 loss_cls_pseudo: 0.01056 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00494 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7023 time: 0.4484 last_time: 1.1417 data_time: 0.0085 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 06:26:57] d2.utils.events INFO: eta: 19:38:02 iter: 23979 total_loss: 1.422 loss_cls: 0.006528 loss_box_reg: 0.02034 loss_rpn_cls: 0.001162 loss_rpn_loc: 0.001344 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.004457 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001524 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.4491 last_time: 1.1386 data_time: 0.0087 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 06:27:21] d2.data.common INFO: Serializing the dataset using: [03/23 06:27:21] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 06:27:21] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 06:27:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 06:27:21] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 06:27:23] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0040 s/iter. Inference: 0.1184 s/iter. Eval: 0.0002 s/iter. Total: 0.1226 s/iter. ETA=0:00:48 [03/23 06:27:28] d2.evaluation.evaluator INFO: Inference done 57/410. Dataloading: 0.0039 s/iter. Inference: 0.1078 s/iter. Eval: 0.0002 s/iter. Total: 0.1120 s/iter. ETA=0:00:39 [03/23 06:27:33] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0049 s/iter. Inference: 0.1046 s/iter. Eval: 0.0002 s/iter. Total: 0.1098 s/iter. ETA=0:00:33 [03/23 06:27:39] d2.evaluation.evaluator INFO: Inference done 154/410. Dataloading: 0.0052 s/iter. Inference: 0.1013 s/iter. Eval: 0.0002 s/iter. Total: 0.1068 s/iter. ETA=0:00:27 [03/23 06:27:44] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0048 s/iter. Inference: 0.1007 s/iter. Eval: 0.0002 s/iter. Total: 0.1058 s/iter. ETA=0:00:21 [03/23 06:27:49] d2.evaluation.evaluator INFO: Inference done 254/410. Dataloading: 0.0048 s/iter. Inference: 0.0997 s/iter. Eval: 0.0002 s/iter. Total: 0.1048 s/iter. ETA=0:00:16 [03/23 06:27:54] d2.evaluation.evaluator INFO: Inference done 301/410. Dataloading: 0.0047 s/iter. Inference: 0.1003 s/iter. Eval: 0.0002 s/iter. Total: 0.1053 s/iter. ETA=0:00:11 [03/23 06:27:59] d2.evaluation.evaluator INFO: Inference done 349/410. Dataloading: 0.0045 s/iter. Inference: 0.1005 s/iter. Eval: 0.0002 s/iter. Total: 0.1052 s/iter. ETA=0:00:06 [03/23 06:28:04] d2.evaluation.evaluator INFO: Inference done 396/410. Dataloading: 0.0044 s/iter. Inference: 0.1008 s/iter. Eval: 0.0002 s/iter. Total: 0.1055 s/iter. ETA=0:00:01 [03/23 06:28:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.572131 (0.105116 s / iter per device, on 1 devices) [03/23 06:28:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100262 s / iter per device, on 1 devices) [03/23 06:28:05] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 06:28:05] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 06:28:05] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 06:28:05] d2.evaluation.testing INFO: copypaste: 1.7983,7.4436,0.2373 [03/23 06:28:05] d2.data.common INFO: Serializing the dataset using: [03/23 06:28:05] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 06:28:05] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 06:28:05] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 06:28:05] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 06:28:09] d2.evaluation.evaluator INFO: Inference done 29/410. Dataloading: 0.0052 s/iter. Inference: 0.0973 s/iter. Eval: 0.0004 s/iter. Total: 0.1029 s/iter. ETA=0:00:39 [03/23 06:28:14] d2.evaluation.evaluator INFO: Inference done 80/410. Dataloading: 0.0032 s/iter. Inference: 0.0968 s/iter. Eval: 0.0003 s/iter. Total: 0.1003 s/iter. ETA=0:00:33 [03/23 06:28:19] d2.evaluation.evaluator INFO: Inference done 132/410. Dataloading: 0.0032 s/iter. Inference: 0.0962 s/iter. Eval: 0.0003 s/iter. Total: 0.0998 s/iter. ETA=0:00:27 [03/23 06:28:24] d2.evaluation.evaluator INFO: Inference done 185/410. Dataloading: 0.0031 s/iter. Inference: 0.0950 s/iter. Eval: 0.0003 s/iter. Total: 0.0985 s/iter. ETA=0:00:22 [03/23 06:28:29] d2.evaluation.evaluator INFO: Inference done 237/410. Dataloading: 0.0036 s/iter. Inference: 0.0941 s/iter. Eval: 0.0003 s/iter. Total: 0.0981 s/iter. ETA=0:00:16 [03/23 06:28:34] d2.evaluation.evaluator INFO: Inference done 289/410. Dataloading: 0.0037 s/iter. Inference: 0.0940 s/iter. Eval: 0.0002 s/iter. Total: 0.0981 s/iter. ETA=0:00:11 [03/23 06:28:39] d2.evaluation.evaluator INFO: Inference done 339/410. Dataloading: 0.0036 s/iter. Inference: 0.0945 s/iter. Eval: 0.0002 s/iter. Total: 0.0985 s/iter. ETA=0:00:06 [03/23 06:28:44] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0035 s/iter. Inference: 0.0941 s/iter. Eval: 0.0002 s/iter. Total: 0.0980 s/iter. ETA=0:00:01 [03/23 06:28:46] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.801001 (0.098274 s / iter per device, on 1 devices) [03/23 06:28:46] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094255 s / iter per device, on 1 devices) [03/23 06:28:46] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 06:28:46] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 06:28:46] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 06:28:46] d2.evaluation.testing INFO: copypaste: 1.6607,8.1842,0.5705 [03/23 06:28:46] d2.utils.events INFO: eta: 19:38:01 iter: 23999 total_loss: 1.422 loss_cls: 0.008418 loss_box_reg: 0.02084 loss_rpn_cls: 0.001823 loss_rpn_loc: 0.001401 loss_D_img_s: 0.689 loss_cls_pseudo: 0.00802 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001317 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.4497 last_time: 1.3694 data_time: 0.0085 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 06:29:11] d2.utils.events INFO: eta: 19:38:15 iter: 24019 total_loss: 1.422 loss_cls: 0.006705 loss_box_reg: 0.0188 loss_rpn_cls: 0.0008418 loss_rpn_loc: 0.001457 loss_D_img_s: 0.6687 loss_cls_pseudo: 0.00824 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001311 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7043 time: 0.4504 last_time: 1.3382 data_time: 0.0090 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 06:29:36] d2.utils.events INFO: eta: 19:38:01 iter: 24039 total_loss: 1.413 loss_cls: 0.00852 loss_box_reg: 0.01975 loss_rpn_cls: 0.001046 loss_rpn_loc: 0.001049 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.002941 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009191 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6795 time: 0.4511 last_time: 1.2114 data_time: 0.0086 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 06:30:01] d2.utils.events INFO: eta: 19:37:36 iter: 24059 total_loss: 1.428 loss_cls: 0.007564 loss_box_reg: 0.02009 loss_rpn_cls: 0.001546 loss_rpn_loc: 0.001248 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.007971 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001088 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.4517 last_time: 1.2969 data_time: 0.0087 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 06:30:26] d2.utils.events INFO: eta: 19:36:20 iter: 24079 total_loss: 1.45 loss_cls: 0.008473 loss_box_reg: 0.02121 loss_rpn_cls: 0.001312 loss_rpn_loc: 0.0008829 loss_D_img_s: 0.7097 loss_cls_pseudo: 0.01045 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 0.4524 last_time: 1.2015 data_time: 0.0085 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 06:30:51] d2.utils.events INFO: eta: 19:36:45 iter: 24099 total_loss: 1.434 loss_cls: 0.005707 loss_box_reg: 0.01516 loss_rpn_cls: 0.0009585 loss_rpn_loc: 0.001516 loss_D_img_s: 0.7179 loss_cls_pseudo: 0.005119 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6753 time: 0.4530 last_time: 1.3495 data_time: 0.0091 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 06:31:15] d2.utils.events INFO: eta: 19:34:01 iter: 24119 total_loss: 1.443 loss_cls: 0.00832 loss_box_reg: 0.01784 loss_rpn_cls: 0.001274 loss_rpn_loc: 0.001246 loss_D_img_s: 0.75 loss_cls_pseudo: 0.006316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00132 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6487 time: 0.4537 last_time: 1.3066 data_time: 0.0086 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:31:40] d2.utils.events INFO: eta: 19:34:31 iter: 24139 total_loss: 1.427 loss_cls: 0.00548 loss_box_reg: 0.0162 loss_rpn_cls: 0.0008564 loss_rpn_loc: 0.00158 loss_D_img_s: 0.6398 loss_cls_pseudo: 0.003245 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007055 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7419 time: 0.4543 last_time: 1.4693 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 06:32:04] d2.utils.events INFO: eta: 19:34:39 iter: 24159 total_loss: 1.418 loss_cls: 0.007731 loss_box_reg: 0.01768 loss_rpn_cls: 0.001024 loss_rpn_loc: 0.001417 loss_D_img_s: 0.6347 loss_cls_pseudo: 0.00659 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001141 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7422 time: 0.4549 last_time: 1.3087 data_time: 0.0085 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 06:32:29] d2.utils.events INFO: eta: 19:33:30 iter: 24179 total_loss: 1.423 loss_cls: 0.006821 loss_box_reg: 0.01841 loss_rpn_cls: 0.00181 loss_rpn_loc: 0.00113 loss_D_img_s: 0.6588 loss_cls_pseudo: 0.01092 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001196 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7109 time: 0.4556 last_time: 1.3348 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 06:32:53] d2.utils.events INFO: eta: 19:31:55 iter: 24199 total_loss: 1.422 loss_cls: 0.007215 loss_box_reg: 0.01752 loss_rpn_cls: 0.002299 loss_rpn_loc: 0.001688 loss_D_img_s: 0.6765 loss_cls_pseudo: 0.005689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002498 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.4562 last_time: 1.0867 data_time: 0.0086 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 06:33:19] d2.utils.events INFO: eta: 19:32:18 iter: 24219 total_loss: 1.427 loss_cls: 0.006632 loss_box_reg: 0.01927 loss_rpn_cls: 0.001123 loss_rpn_loc: 0.001478 loss_D_img_s: 0.7113 loss_cls_pseudo: 0.009527 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001534 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6693 time: 0.4569 last_time: 1.4551 data_time: 0.0086 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 06:33:44] d2.utils.events INFO: eta: 19:31:16 iter: 24239 total_loss: 1.422 loss_cls: 0.006035 loss_box_reg: 0.01551 loss_rpn_cls: 0.001309 loss_rpn_loc: 0.0009975 loss_D_img_s: 0.7094 loss_cls_pseudo: 0.01406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001101 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6641 time: 0.4576 last_time: 1.2965 data_time: 0.0087 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 06:34:10] d2.utils.events INFO: eta: 19:31:01 iter: 24259 total_loss: 1.426 loss_cls: 0.007161 loss_box_reg: 0.02189 loss_rpn_cls: 0.001281 loss_rpn_loc: 0.001157 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.01658 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6797 time: 0.4582 last_time: 1.4891 data_time: 0.0090 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 06:34:35] d2.utils.events INFO: eta: 19:30:36 iter: 24279 total_loss: 1.423 loss_cls: 0.00693 loss_box_reg: 0.02016 loss_rpn_cls: 0.001032 loss_rpn_loc: 0.001379 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.008119 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 0.4589 last_time: 1.3131 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 06:34:59] d2.utils.events INFO: eta: 19:31:09 iter: 24299 total_loss: 1.436 loss_cls: 0.006234 loss_box_reg: 0.01902 loss_rpn_cls: 0.0009529 loss_rpn_loc: 0.001028 loss_D_img_s: 0.6859 loss_cls_pseudo: 0.01079 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002569 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 0.4595 last_time: 1.0909 data_time: 0.0076 last_data_time: 0.0061 lr: 0.01 max_mem: 12686M [03/23 06:35:23] d2.utils.events INFO: eta: 19:30:12 iter: 24319 total_loss: 1.422 loss_cls: 0.007225 loss_box_reg: 0.01695 loss_rpn_cls: 0.001947 loss_rpn_loc: 0.001125 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.007513 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001211 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 0.4601 last_time: 1.3229 data_time: 0.0087 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 06:35:48] d2.utils.events INFO: eta: 19:30:08 iter: 24339 total_loss: 1.433 loss_cls: 0.008469 loss_box_reg: 0.0198 loss_rpn_cls: 0.001397 loss_rpn_loc: 0.001208 loss_D_img_s: 0.6911 loss_cls_pseudo: 0.008229 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.4608 last_time: 1.1406 data_time: 0.0085 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 06:36:13] d2.utils.events INFO: eta: 19:31:06 iter: 24359 total_loss: 1.438 loss_cls: 0.007009 loss_box_reg: 0.01789 loss_rpn_cls: 0.002137 loss_rpn_loc: 0.001201 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.01262 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00185 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.4614 last_time: 1.3537 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 06:36:38] d2.utils.events INFO: eta: 19:30:41 iter: 24379 total_loss: 1.424 loss_cls: 0.005685 loss_box_reg: 0.01968 loss_rpn_cls: 0.001017 loss_rpn_loc: 0.0009257 loss_D_img_s: 0.6615 loss_cls_pseudo: 0.007847 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008289 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.712 time: 0.4621 last_time: 1.2762 data_time: 0.0081 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 06:37:02] d2.utils.events INFO: eta: 19:30:26 iter: 24399 total_loss: 1.424 loss_cls: 0.006419 loss_box_reg: 0.01835 loss_rpn_cls: 0.001467 loss_rpn_loc: 0.001108 loss_D_img_s: 0.7016 loss_cls_pseudo: 0.006181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6745 time: 0.4627 last_time: 1.1468 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 06:37:31] d2.utils.events INFO: eta: 19:33:05 iter: 24419 total_loss: 1.433 loss_cls: 0.00617 loss_box_reg: 0.02056 loss_rpn_cls: 0.0008759 loss_rpn_loc: 0.001368 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01174 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002142 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.4635 last_time: 1.6629 data_time: 0.0089 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 06:38:04] d2.utils.events INFO: eta: 19:36:21 iter: 24439 total_loss: 1.431 loss_cls: 0.01038 loss_box_reg: 0.02573 loss_rpn_cls: 0.001635 loss_rpn_loc: 0.001432 loss_D_img_s: 0.6734 loss_cls_pseudo: 0.006969 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001214 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.4644 last_time: 0.8109 data_time: 0.0077 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 06:38:29] d2.utils.events INFO: eta: 19:34:52 iter: 24459 total_loss: 1.432 loss_cls: 0.007546 loss_box_reg: 0.0214 loss_rpn_cls: 0.001738 loss_rpn_loc: 0.001637 loss_D_img_s: 0.7069 loss_cls_pseudo: 0.005697 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6801 time: 0.4651 last_time: 1.3526 data_time: 0.0083 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 06:38:53] d2.utils.events INFO: eta: 19:33:18 iter: 24479 total_loss: 1.443 loss_cls: 0.005707 loss_box_reg: 0.02049 loss_rpn_cls: 0.0009449 loss_rpn_loc: 0.001085 loss_D_img_s: 0.7559 loss_cls_pseudo: 0.008272 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002417 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6393 time: 0.4657 last_time: 1.1855 data_time: 0.0081 last_data_time: 0.0061 lr: 0.01 max_mem: 12686M [03/23 06:39:18] d2.utils.events INFO: eta: 19:33:23 iter: 24499 total_loss: 1.444 loss_cls: 0.01002 loss_box_reg: 0.02083 loss_rpn_cls: 0.002012 loss_rpn_loc: 0.001659 loss_D_img_s: 0.6485 loss_cls_pseudo: 0.008945 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001794 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7348 time: 0.4663 last_time: 1.1323 data_time: 0.0085 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 06:39:42] d2.utils.events INFO: eta: 19:29:36 iter: 24519 total_loss: 1.442 loss_cls: 0.007284 loss_box_reg: 0.01775 loss_rpn_cls: 0.001229 loss_rpn_loc: 0.001127 loss_D_img_s: 0.6393 loss_cls_pseudo: 0.01286 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001914 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.753 time: 0.4669 last_time: 1.2760 data_time: 0.0081 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 06:40:07] d2.utils.events INFO: eta: 19:29:10 iter: 24539 total_loss: 1.433 loss_cls: 0.006074 loss_box_reg: 0.01875 loss_rpn_cls: 0.001362 loss_rpn_loc: 0.001277 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01827 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004588 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6824 time: 0.4676 last_time: 1.3250 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 06:40:31] d2.utils.events INFO: eta: 19:29:21 iter: 24559 total_loss: 1.423 loss_cls: 0.008468 loss_box_reg: 0.01912 loss_rpn_cls: 0.002071 loss_rpn_loc: 0.001436 loss_D_img_s: 0.6678 loss_cls_pseudo: 0.009637 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00136 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7048 time: 0.4682 last_time: 1.5118 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 06:40:56] d2.utils.events INFO: eta: 19:29:48 iter: 24579 total_loss: 1.413 loss_cls: 0.006915 loss_box_reg: 0.01745 loss_rpn_cls: 0.001396 loss_rpn_loc: 0.001257 loss_D_img_s: 0.661 loss_cls_pseudo: 0.005058 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001388 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7098 time: 0.4688 last_time: 1.3335 data_time: 0.0092 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 06:41:21] d2.utils.events INFO: eta: 19:28:30 iter: 24599 total_loss: 1.426 loss_cls: 0.006689 loss_box_reg: 0.02082 loss_rpn_cls: 0.001064 loss_rpn_loc: 0.001124 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.0125 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001348 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 0.4694 last_time: 1.3408 data_time: 0.0095 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 06:41:44] d2.utils.events INFO: eta: 19:25:35 iter: 24619 total_loss: 1.435 loss_cls: 0.00842 loss_box_reg: 0.0195 loss_rpn_cls: 0.001781 loss_rpn_loc: 0.001086 loss_D_img_s: 0.6953 loss_cls_pseudo: 0.0112 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001415 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.4700 last_time: 1.1428 data_time: 0.0082 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 06:42:09] d2.utils.events INFO: eta: 19:25:23 iter: 24639 total_loss: 1.428 loss_cls: 0.006858 loss_box_reg: 0.02095 loss_rpn_cls: 0.001396 loss_rpn_loc: 0.001663 loss_D_img_s: 0.7051 loss_cls_pseudo: 0.005028 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00121 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6652 time: 0.4706 last_time: 1.1607 data_time: 0.0085 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 06:42:34] d2.utils.events INFO: eta: 19:24:08 iter: 24659 total_loss: 1.433 loss_cls: 0.007465 loss_box_reg: 0.02172 loss_rpn_cls: 0.001627 loss_rpn_loc: 0.001448 loss_D_img_s: 0.7105 loss_cls_pseudo: 0.00852 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002197 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6686 time: 0.4712 last_time: 1.1172 data_time: 0.0093 last_data_time: 0.0204 lr: 0.01 max_mem: 12686M [03/23 06:42:58] d2.utils.events INFO: eta: 19:21:33 iter: 24679 total_loss: 1.429 loss_cls: 0.006491 loss_box_reg: 0.01918 loss_rpn_cls: 0.000946 loss_rpn_loc: 0.00148 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.01894 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004015 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.4718 last_time: 1.1320 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 06:43:23] d2.utils.events INFO: eta: 19:22:02 iter: 24699 total_loss: 1.428 loss_cls: 0.00823 loss_box_reg: 0.02179 loss_rpn_cls: 0.001285 loss_rpn_loc: 0.00111 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.005861 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 0.4725 last_time: 1.3679 data_time: 0.0080 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:43:48] d2.utils.events INFO: eta: 19:21:16 iter: 24719 total_loss: 1.441 loss_cls: 0.00799 loss_box_reg: 0.02223 loss_rpn_cls: 0.001835 loss_rpn_loc: 0.001161 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.01301 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003942 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 0.4731 last_time: 1.3039 data_time: 0.0082 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 06:44:13] d2.utils.events INFO: eta: 19:19:57 iter: 24739 total_loss: 1.441 loss_cls: 0.008379 loss_box_reg: 0.01885 loss_rpn_cls: 0.001531 loss_rpn_loc: 0.001272 loss_D_img_s: 0.7366 loss_cls_pseudo: 0.009383 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002376 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6629 time: 0.4737 last_time: 1.1778 data_time: 0.0083 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 06:44:39] d2.utils.events INFO: eta: 19:17:33 iter: 24759 total_loss: 1.434 loss_cls: 0.006607 loss_box_reg: 0.01843 loss_rpn_cls: 0.001462 loss_rpn_loc: 0.0009585 loss_D_img_s: 0.7724 loss_cls_pseudo: 0.008588 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6181 time: 0.4744 last_time: 1.2640 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 06:45:03] d2.utils.events INFO: eta: 19:16:15 iter: 24779 total_loss: 1.45 loss_cls: 0.004608 loss_box_reg: 0.01829 loss_rpn_cls: 0.0009353 loss_rpn_loc: 0.001131 loss_D_img_s: 0.6521 loss_cls_pseudo: 0.009612 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00194 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.758 time: 0.4750 last_time: 1.3204 data_time: 0.0085 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 06:45:29] d2.utils.events INFO: eta: 19:14:56 iter: 24799 total_loss: 1.446 loss_cls: 0.008902 loss_box_reg: 0.02502 loss_rpn_cls: 0.002024 loss_rpn_loc: 0.001128 loss_D_img_s: 0.5652 loss_cls_pseudo: 0.01193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.8246 time: 0.4756 last_time: 1.5554 data_time: 0.0085 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 06:45:54] d2.utils.events INFO: eta: 19:15:22 iter: 24819 total_loss: 1.412 loss_cls: 0.004068 loss_box_reg: 0.0157 loss_rpn_cls: 0.0008939 loss_rpn_loc: 0.001042 loss_D_img_s: 0.6617 loss_cls_pseudo: 0.009004 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002545 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7186 time: 0.4763 last_time: 1.4777 data_time: 0.0078 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 06:46:20] d2.utils.events INFO: eta: 19:14:06 iter: 24839 total_loss: 1.422 loss_cls: 0.006363 loss_box_reg: 0.0179 loss_rpn_cls: 0.001037 loss_rpn_loc: 0.001342 loss_D_img_s: 0.6952 loss_cls_pseudo: 0.006815 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002385 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.678 time: 0.4769 last_time: 1.2846 data_time: 0.0086 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 06:46:44] d2.utils.events INFO: eta: 19:12:57 iter: 24859 total_loss: 1.435 loss_cls: 0.0081 loss_box_reg: 0.02099 loss_rpn_cls: 0.002727 loss_rpn_loc: 0.0009553 loss_D_img_s: 0.7079 loss_cls_pseudo: 0.01593 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004033 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6646 time: 0.4775 last_time: 1.3249 data_time: 0.0080 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 06:47:09] d2.utils.events INFO: eta: 19:14:07 iter: 24879 total_loss: 1.44 loss_cls: 0.008719 loss_box_reg: 0.02204 loss_rpn_cls: 0.002766 loss_rpn_loc: 0.001156 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.01193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002931 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.4782 last_time: 1.1378 data_time: 0.0083 last_data_time: 0.0110 lr: 0.01 max_mem: 12686M [03/23 06:47:34] d2.utils.events INFO: eta: 19:14:37 iter: 24899 total_loss: 1.423 loss_cls: 0.007947 loss_box_reg: 0.02083 loss_rpn_cls: 0.0009323 loss_rpn_loc: 0.001193 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.00446 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001478 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.4787 last_time: 1.2040 data_time: 0.0088 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 06:47:59] d2.utils.events INFO: eta: 19:15:10 iter: 24919 total_loss: 1.413 loss_cls: 0.005948 loss_box_reg: 0.01796 loss_rpn_cls: 0.0008829 loss_rpn_loc: 0.0009807 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.004723 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006615 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.4794 last_time: 1.4727 data_time: 0.0082 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 06:48:23] d2.utils.events INFO: eta: 19:10:48 iter: 24939 total_loss: 1.425 loss_cls: 0.006127 loss_box_reg: 0.01651 loss_rpn_cls: 0.001028 loss_rpn_loc: 0.0008289 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.008705 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003697 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.4800 last_time: 1.0746 data_time: 0.0084 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 06:48:48] d2.utils.events INFO: eta: 19:09:39 iter: 24959 total_loss: 1.417 loss_cls: 0.007455 loss_box_reg: 0.01709 loss_rpn_cls: 0.0009219 loss_rpn_loc: 0.001065 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.007184 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003129 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6926 time: 0.4806 last_time: 1.0818 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 06:49:12] d2.utils.events INFO: eta: 19:06:22 iter: 24979 total_loss: 1.424 loss_cls: 0.006691 loss_box_reg: 0.01749 loss_rpn_cls: 0.001483 loss_rpn_loc: 0.001121 loss_D_img_s: 0.6904 loss_cls_pseudo: 0.008652 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00314 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6867 time: 0.4811 last_time: 1.1097 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 06:49:37] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0024999.pth [03/23 06:49:38] d2.data.common INFO: Serializing the dataset using: [03/23 06:49:38] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 06:49:38] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 06:49:38] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 06:49:38] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 06:49:39] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0012 s/iter. Inference: 0.0857 s/iter. Eval: 0.0002 s/iter. Total: 0.0871 s/iter. ETA=0:00:34 [03/23 06:49:44] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0033 s/iter. Inference: 0.0842 s/iter. Eval: 0.0003 s/iter. Total: 0.0879 s/iter. ETA=0:00:30 [03/23 06:49:49] d2.evaluation.evaluator INFO: Inference done 122/410. Dataloading: 0.0035 s/iter. Inference: 0.0871 s/iter. Eval: 0.0002 s/iter. Total: 0.0908 s/iter. ETA=0:00:26 [03/23 06:49:54] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0038 s/iter. Inference: 0.0865 s/iter. Eval: 0.0003 s/iter. Total: 0.0906 s/iter. ETA=0:00:21 [03/23 06:49:59] d2.evaluation.evaluator INFO: Inference done 233/410. Dataloading: 0.0043 s/iter. Inference: 0.0862 s/iter. Eval: 0.0002 s/iter. Total: 0.0908 s/iter. ETA=0:00:16 [03/23 06:50:05] d2.evaluation.evaluator INFO: Inference done 288/410. Dataloading: 0.0043 s/iter. Inference: 0.0868 s/iter. Eval: 0.0002 s/iter. Total: 0.0913 s/iter. ETA=0:00:11 [03/23 06:50:10] d2.evaluation.evaluator INFO: Inference done 344/410. Dataloading: 0.0043 s/iter. Inference: 0.0865 s/iter. Eval: 0.0002 s/iter. Total: 0.0911 s/iter. ETA=0:00:06 [03/23 06:50:15] d2.evaluation.evaluator INFO: Inference done 398/410. Dataloading: 0.0044 s/iter. Inference: 0.0867 s/iter. Eval: 0.0002 s/iter. Total: 0.0914 s/iter. ETA=0:00:01 [03/23 06:50:16] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.057350 (0.091500 s / iter per device, on 1 devices) [03/23 06:50:16] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.086561 s / iter per device, on 1 devices) [03/23 06:50:16] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 06:50:16] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 06:50:16] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 06:50:16] d2.evaluation.testing INFO: copypaste: 1.5145,6.6195,0.0000 [03/23 06:50:16] d2.data.common INFO: Serializing the dataset using: [03/23 06:50:16] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 06:50:16] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 06:50:16] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 06:50:16] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 06:50:20] d2.evaluation.evaluator INFO: Inference done 33/410. Dataloading: 0.0044 s/iter. Inference: 0.0859 s/iter. Eval: 0.0002 s/iter. Total: 0.0906 s/iter. ETA=0:00:34 [03/23 06:50:25] d2.evaluation.evaluator INFO: Inference done 89/410. Dataloading: 0.0036 s/iter. Inference: 0.0872 s/iter. Eval: 0.0002 s/iter. Total: 0.0911 s/iter. ETA=0:00:29 [03/23 06:50:30] d2.evaluation.evaluator INFO: Inference done 142/410. Dataloading: 0.0037 s/iter. Inference: 0.0886 s/iter. Eval: 0.0002 s/iter. Total: 0.0925 s/iter. ETA=0:00:24 [03/23 06:50:35] d2.evaluation.evaluator INFO: Inference done 199/410. Dataloading: 0.0040 s/iter. Inference: 0.0874 s/iter. Eval: 0.0002 s/iter. Total: 0.0917 s/iter. ETA=0:00:19 [03/23 06:50:40] d2.evaluation.evaluator INFO: Inference done 255/410. Dataloading: 0.0041 s/iter. Inference: 0.0870 s/iter. Eval: 0.0002 s/iter. Total: 0.0914 s/iter. ETA=0:00:14 [03/23 06:50:45] d2.evaluation.evaluator INFO: Inference done 312/410. Dataloading: 0.0039 s/iter. Inference: 0.0868 s/iter. Eval: 0.0002 s/iter. Total: 0.0910 s/iter. ETA=0:00:08 [03/23 06:50:50] d2.evaluation.evaluator INFO: Inference done 372/410. Dataloading: 0.0037 s/iter. Inference: 0.0857 s/iter. Eval: 0.0002 s/iter. Total: 0.0897 s/iter. ETA=0:00:03 [03/23 06:50:54] d2.evaluation.evaluator INFO: Total inference time: 0:00:36.445113 (0.089988 s / iter per device, on 1 devices) [03/23 06:50:54] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.085843 s / iter per device, on 1 devices) [03/23 06:50:54] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 06:50:54] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 06:50:54] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 06:50:54] d2.evaluation.testing INFO: copypaste: 1.2366,5.0948,0.4070 [03/23 06:50:54] d2.utils.events INFO: eta: 19:05:57 iter: 24999 total_loss: 1.435 loss_cls: 0.008586 loss_box_reg: 0.02405 loss_rpn_cls: 0.00174 loss_rpn_loc: 0.001588 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002157 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.4817 last_time: 1.3061 data_time: 0.0083 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 06:51:19] d2.utils.events INFO: eta: 19:05:32 iter: 25019 total_loss: 1.428 loss_cls: 0.006661 loss_box_reg: 0.02022 loss_rpn_cls: 0.001868 loss_rpn_loc: 0.001369 loss_D_img_s: 0.6887 loss_cls_pseudo: 0.0106 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00341 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.4824 last_time: 1.1582 data_time: 0.0076 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 06:51:43] d2.utils.events INFO: eta: 19:02:03 iter: 25039 total_loss: 1.435 loss_cls: 0.009847 loss_box_reg: 0.02064 loss_rpn_cls: 0.003472 loss_rpn_loc: 0.001286 loss_D_img_s: 0.6744 loss_cls_pseudo: 0.01101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001871 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7015 time: 0.4829 last_time: 1.1707 data_time: 0.0084 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:52:07] d2.utils.events INFO: eta: 19:04:42 iter: 25059 total_loss: 1.413 loss_cls: 0.006338 loss_box_reg: 0.01792 loss_rpn_cls: 0.0009188 loss_rpn_loc: 0.001209 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.008022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002877 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 0.4835 last_time: 1.2805 data_time: 0.0088 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:52:32] d2.utils.events INFO: eta: 19:02:56 iter: 25079 total_loss: 1.44 loss_cls: 0.006162 loss_box_reg: 0.02048 loss_rpn_cls: 0.0009489 loss_rpn_loc: 0.001382 loss_D_img_s: 0.7127 loss_cls_pseudo: 0.01261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002169 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6797 time: 0.4841 last_time: 1.2544 data_time: 0.0085 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 06:52:57] d2.utils.events INFO: eta: 19:00:48 iter: 25099 total_loss: 1.438 loss_cls: 0.007391 loss_box_reg: 0.0216 loss_rpn_cls: 0.001129 loss_rpn_loc: 0.001233 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.007156 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001501 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.4847 last_time: 1.1001 data_time: 0.0087 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 06:53:22] d2.utils.events INFO: eta: 18:59:24 iter: 25119 total_loss: 1.448 loss_cls: 0.005815 loss_box_reg: 0.01966 loss_rpn_cls: 0.0009276 loss_rpn_loc: 0.001502 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.01884 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004881 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6952 time: 0.4853 last_time: 1.2846 data_time: 0.0086 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 06:53:46] d2.utils.events INFO: eta: 18:58:59 iter: 25139 total_loss: 1.435 loss_cls: 0.006367 loss_box_reg: 0.01708 loss_rpn_cls: 0.0009565 loss_rpn_loc: 0.001307 loss_D_img_s: 0.7314 loss_cls_pseudo: 0.01144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004088 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6618 time: 0.4859 last_time: 1.2645 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 06:54:10] d2.utils.events INFO: eta: 18:57:31 iter: 25159 total_loss: 1.437 loss_cls: 0.005456 loss_box_reg: 0.01918 loss_rpn_cls: 0.000962 loss_rpn_loc: 0.001243 loss_D_img_s: 0.7653 loss_cls_pseudo: 0.01175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6102 time: 0.4865 last_time: 1.0483 data_time: 0.0085 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 06:54:34] d2.utils.events INFO: eta: 18:55:21 iter: 25179 total_loss: 1.432 loss_cls: 0.00638 loss_box_reg: 0.02085 loss_rpn_cls: 0.0008991 loss_rpn_loc: 0.001452 loss_D_img_s: 0.6861 loss_cls_pseudo: 0.01319 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001601 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6944 time: 0.4870 last_time: 1.1431 data_time: 0.0083 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 06:54:58] d2.utils.events INFO: eta: 18:54:03 iter: 25199 total_loss: 1.437 loss_cls: 0.008289 loss_box_reg: 0.02046 loss_rpn_cls: 0.002197 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.01037 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00272 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.4876 last_time: 1.2920 data_time: 0.0080 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:55:22] d2.utils.events INFO: eta: 18:51:33 iter: 25219 total_loss: 1.432 loss_cls: 0.008554 loss_box_reg: 0.0216 loss_rpn_cls: 0.001591 loss_rpn_loc: 0.001201 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.006846 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001917 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 0.4882 last_time: 1.2612 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:55:48] d2.utils.events INFO: eta: 18:51:09 iter: 25239 total_loss: 1.425 loss_cls: 0.007339 loss_box_reg: 0.02193 loss_rpn_cls: 0.002567 loss_rpn_loc: 0.001281 loss_D_img_s: 0.6654 loss_cls_pseudo: 0.007958 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7185 time: 0.4888 last_time: 1.1748 data_time: 0.0089 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 06:56:12] d2.utils.events INFO: eta: 18:49:59 iter: 25259 total_loss: 1.434 loss_cls: 0.006686 loss_box_reg: 0.01849 loss_rpn_cls: 0.001545 loss_rpn_loc: 0.001089 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.01021 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003371 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.4894 last_time: 1.1256 data_time: 0.0087 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:56:36] d2.utils.events INFO: eta: 18:46:38 iter: 25279 total_loss: 1.444 loss_cls: 0.007938 loss_box_reg: 0.02231 loss_rpn_cls: 0.001382 loss_rpn_loc: 0.001373 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.01835 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005454 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6825 time: 0.4899 last_time: 1.1192 data_time: 0.0084 last_data_time: 0.0111 lr: 0.01 max_mem: 12686M [03/23 06:57:01] d2.utils.events INFO: eta: 18:47:28 iter: 25299 total_loss: 1.433 loss_cls: 0.005548 loss_box_reg: 0.02209 loss_rpn_cls: 0.001375 loss_rpn_loc: 0.001199 loss_D_img_s: 0.7137 loss_cls_pseudo: 0.01167 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001308 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6704 time: 0.4905 last_time: 1.4700 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 06:57:25] d2.utils.events INFO: eta: 18:47:12 iter: 25319 total_loss: 1.452 loss_cls: 0.00717 loss_box_reg: 0.01883 loss_rpn_cls: 0.002143 loss_rpn_loc: 0.001278 loss_D_img_s: 0.6804 loss_cls_pseudo: 0.01482 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005663 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.4911 last_time: 1.2281 data_time: 0.0089 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 06:57:50] d2.utils.events INFO: eta: 18:45:23 iter: 25339 total_loss: 1.425 loss_cls: 0.005364 loss_box_reg: 0.01798 loss_rpn_cls: 0.0006936 loss_rpn_loc: 0.000964 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.01186 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001614 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 0.4917 last_time: 1.1239 data_time: 0.0087 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 06:58:14] d2.utils.events INFO: eta: 18:44:59 iter: 25359 total_loss: 1.435 loss_cls: 0.007196 loss_box_reg: 0.01947 loss_rpn_cls: 0.000876 loss_rpn_loc: 0.001296 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.0119 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002628 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.4923 last_time: 1.3033 data_time: 0.0085 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 06:58:39] d2.utils.events INFO: eta: 18:44:34 iter: 25379 total_loss: 1.431 loss_cls: 0.006279 loss_box_reg: 0.01861 loss_rpn_cls: 0.000962 loss_rpn_loc: 0.001379 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.01587 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002633 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6818 time: 0.4929 last_time: 1.4754 data_time: 0.0080 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 06:59:04] d2.utils.events INFO: eta: 18:42:03 iter: 25399 total_loss: 1.447 loss_cls: 0.007645 loss_box_reg: 0.01808 loss_rpn_cls: 0.001531 loss_rpn_loc: 0.001286 loss_D_img_s: 0.6765 loss_cls_pseudo: 0.01582 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004374 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7168 time: 0.4934 last_time: 1.3859 data_time: 0.0085 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 06:59:28] d2.utils.events INFO: eta: 18:38:30 iter: 25419 total_loss: 1.444 loss_cls: 0.00574 loss_box_reg: 0.01973 loss_rpn_cls: 0.001356 loss_rpn_loc: 0.001933 loss_D_img_s: 0.6785 loss_cls_pseudo: 0.02151 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6982 time: 0.4940 last_time: 1.1252 data_time: 0.0080 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 06:59:52] d2.utils.events INFO: eta: 18:22:30 iter: 25439 total_loss: 1.432 loss_cls: 0.00713 loss_box_reg: 0.01782 loss_rpn_cls: 0.001069 loss_rpn_loc: 0.0008626 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.01979 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004421 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.676 time: 0.4946 last_time: 1.1216 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 07:00:17] d2.utils.events INFO: eta: 18:22:06 iter: 25459 total_loss: 1.467 loss_cls: 0.009815 loss_box_reg: 0.0245 loss_rpn_cls: 0.002133 loss_rpn_loc: 0.001184 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.02074 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006182 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 0.4951 last_time: 1.1268 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 07:00:41] d2.utils.events INFO: eta: 18:21:42 iter: 25479 total_loss: 1.44 loss_cls: 0.007419 loss_box_reg: 0.0213 loss_rpn_cls: 0.001434 loss_rpn_loc: 0.001268 loss_D_img_s: 0.7053 loss_cls_pseudo: 0.02161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00418 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6775 time: 0.4957 last_time: 1.2863 data_time: 0.0083 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 07:01:06] d2.utils.events INFO: eta: 18:24:31 iter: 25499 total_loss: 1.444 loss_cls: 0.005779 loss_box_reg: 0.01687 loss_rpn_cls: 0.0007768 loss_rpn_loc: 0.001116 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.01467 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004267 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.4963 last_time: 1.4736 data_time: 0.0084 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 07:01:30] d2.utils.events INFO: eta: 18:26:59 iter: 25519 total_loss: 1.431 loss_cls: 0.01019 loss_box_reg: 0.02711 loss_rpn_cls: 0.001334 loss_rpn_loc: 0.001417 loss_D_img_s: 0.6665 loss_cls_pseudo: 0.01265 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003477 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7138 time: 0.4969 last_time: 1.0935 data_time: 0.0081 last_data_time: 0.0117 lr: 0.01 max_mem: 12686M [03/23 07:01:55] d2.utils.events INFO: eta: 18:26:35 iter: 25539 total_loss: 1.442 loss_cls: 0.008568 loss_box_reg: 0.02327 loss_rpn_cls: 0.0006812 loss_rpn_loc: 0.001699 loss_D_img_s: 0.6284 loss_cls_pseudo: 0.01406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0029 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7362 time: 0.4974 last_time: 1.1720 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 07:02:20] d2.utils.events INFO: eta: 18:29:34 iter: 25559 total_loss: 1.409 loss_cls: 0.004701 loss_box_reg: 0.01423 loss_rpn_cls: 0.0005137 loss_rpn_loc: 0.001399 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.01022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003047 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.4980 last_time: 1.2965 data_time: 0.0082 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 07:02:45] d2.utils.events INFO: eta: 18:29:09 iter: 25579 total_loss: 1.431 loss_cls: 0.005786 loss_box_reg: 0.01702 loss_rpn_cls: 0.001324 loss_rpn_loc: 0.001268 loss_D_img_s: 0.715 loss_cls_pseudo: 0.01606 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003545 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6629 time: 0.4986 last_time: 1.1043 data_time: 0.0077 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 07:03:10] d2.utils.events INFO: eta: 18:33:06 iter: 25599 total_loss: 1.456 loss_cls: 0.006837 loss_box_reg: 0.02168 loss_rpn_cls: 0.0009914 loss_rpn_loc: 0.001161 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.02625 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005647 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 0.4992 last_time: 1.2659 data_time: 0.0085 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 07:03:34] d2.utils.events INFO: eta: 18:34:24 iter: 25619 total_loss: 1.442 loss_cls: 0.008021 loss_box_reg: 0.0187 loss_rpn_cls: 0.001683 loss_rpn_loc: 0.001347 loss_D_img_s: 0.7177 loss_cls_pseudo: 0.01388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 0.4998 last_time: 1.1490 data_time: 0.0081 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 07:04:00] d2.utils.events INFO: eta: 18:34:00 iter: 25639 total_loss: 1.429 loss_cls: 0.006504 loss_box_reg: 0.01815 loss_rpn_cls: 0.00137 loss_rpn_loc: 0.00108 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.007619 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002313 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 0.5004 last_time: 1.2225 data_time: 0.0085 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 07:04:24] d2.utils.events INFO: eta: 18:32:25 iter: 25659 total_loss: 1.427 loss_cls: 0.006781 loss_box_reg: 0.01907 loss_rpn_cls: 0.0009427 loss_rpn_loc: 0.001111 loss_D_img_s: 0.6758 loss_cls_pseudo: 0.01639 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001325 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.5009 last_time: 1.1454 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 07:04:49] d2.utils.events INFO: eta: 18:34:12 iter: 25679 total_loss: 1.442 loss_cls: 0.008286 loss_box_reg: 0.0189 loss_rpn_cls: 0.00213 loss_rpn_loc: 0.001417 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.01389 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008994 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.5015 last_time: 1.2402 data_time: 0.0081 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 07:05:13] d2.utils.events INFO: eta: 18:30:16 iter: 25699 total_loss: 1.449 loss_cls: 0.00745 loss_box_reg: 0.02187 loss_rpn_cls: 0.001559 loss_rpn_loc: 0.001347 loss_D_img_s: 0.7001 loss_cls_pseudo: 0.01463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003292 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.5020 last_time: 1.1734 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 07:05:37] d2.utils.events INFO: eta: 18:27:00 iter: 25719 total_loss: 1.468 loss_cls: 0.01346 loss_box_reg: 0.02425 loss_rpn_cls: 0.00274 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.02405 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004524 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.5026 last_time: 1.2830 data_time: 0.0090 last_data_time: 0.0115 lr: 0.01 max_mem: 12686M [03/23 07:06:02] d2.utils.events INFO: eta: 18:25:29 iter: 25739 total_loss: 1.433 loss_cls: 0.006071 loss_box_reg: 0.02513 loss_rpn_cls: 0.001323 loss_rpn_loc: 0.00118 loss_D_img_s: 0.669 loss_cls_pseudo: 0.007978 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001785 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7109 time: 0.5032 last_time: 1.1322 data_time: 0.0088 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 07:06:26] d2.utils.events INFO: eta: 18:18:14 iter: 25759 total_loss: 1.443 loss_cls: 0.008887 loss_box_reg: 0.0248 loss_rpn_cls: 0.002687 loss_rpn_loc: 0.001311 loss_D_img_s: 0.6784 loss_cls_pseudo: 0.01614 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001958 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7065 time: 0.5037 last_time: 1.1307 data_time: 0.0079 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 07:06:50] d2.utils.events INFO: eta: 18:20:30 iter: 25779 total_loss: 1.426 loss_cls: 0.006144 loss_box_reg: 0.01501 loss_rpn_cls: 0.001446 loss_rpn_loc: 0.001324 loss_D_img_s: 0.6782 loss_cls_pseudo: 0.01882 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00435 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.5043 last_time: 1.1489 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 07:07:14] d2.utils.events INFO: eta: 18:15:14 iter: 25799 total_loss: 1.446 loss_cls: 0.007721 loss_box_reg: 0.02001 loss_rpn_cls: 0.0009549 loss_rpn_loc: 0.001337 loss_D_img_s: 0.6887 loss_cls_pseudo: 0.02093 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001937 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6867 time: 0.5048 last_time: 1.3101 data_time: 0.0083 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 07:07:39] d2.utils.events INFO: eta: 18:12:47 iter: 25819 total_loss: 1.44 loss_cls: 0.006527 loss_box_reg: 0.01671 loss_rpn_cls: 0.00107 loss_rpn_loc: 0.001634 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.01158 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 0.5054 last_time: 1.1482 data_time: 0.0078 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 07:08:05] d2.utils.events INFO: eta: 18:11:39 iter: 25839 total_loss: 1.447 loss_cls: 0.007288 loss_box_reg: 0.02262 loss_rpn_cls: 0.001761 loss_rpn_loc: 0.001517 loss_D_img_s: 0.7113 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005363 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6683 time: 0.5060 last_time: 1.2857 data_time: 0.0089 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 07:08:29] d2.utils.events INFO: eta: 18:11:58 iter: 25859 total_loss: 1.446 loss_cls: 0.007326 loss_box_reg: 0.01724 loss_rpn_cls: 0.001413 loss_rpn_loc: 0.001088 loss_D_img_s: 0.6717 loss_cls_pseudo: 0.02213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005479 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7093 time: 0.5065 last_time: 1.1447 data_time: 0.0079 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 07:08:54] d2.utils.events INFO: eta: 18:10:57 iter: 25879 total_loss: 1.441 loss_cls: 0.008845 loss_box_reg: 0.02224 loss_rpn_cls: 0.001787 loss_rpn_loc: 0.001123 loss_D_img_s: 0.7037 loss_cls_pseudo: 0.01941 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003305 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.5071 last_time: 1.2092 data_time: 0.0086 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 07:09:18] d2.utils.events INFO: eta: 18:09:16 iter: 25899 total_loss: 1.438 loss_cls: 0.007153 loss_box_reg: 0.01693 loss_rpn_cls: 0.001412 loss_rpn_loc: 0.001252 loss_D_img_s: 0.7106 loss_cls_pseudo: 0.01644 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003828 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6685 time: 0.5076 last_time: 1.1978 data_time: 0.0078 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 07:09:41] d2.utils.events INFO: eta: 18:07:30 iter: 25919 total_loss: 1.436 loss_cls: 0.006559 loss_box_reg: 0.02063 loss_rpn_cls: 0.0009929 loss_rpn_loc: 0.001166 loss_D_img_s: 0.7133 loss_cls_pseudo: 0.01161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003118 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6776 time: 0.5081 last_time: 1.1310 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:10:06] d2.utils.events INFO: eta: 18:07:38 iter: 25939 total_loss: 1.436 loss_cls: 0.007008 loss_box_reg: 0.01952 loss_rpn_cls: 0.001264 loss_rpn_loc: 0.001145 loss_D_img_s: 0.7125 loss_cls_pseudo: 0.01417 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6722 time: 0.5087 last_time: 1.2274 data_time: 0.0089 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 07:10:31] d2.utils.events INFO: eta: 18:06:42 iter: 25959 total_loss: 1.451 loss_cls: 0.005969 loss_box_reg: 0.0172 loss_rpn_cls: 0.001514 loss_rpn_loc: 0.00104 loss_D_img_s: 0.7393 loss_cls_pseudo: 0.02505 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004649 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6478 time: 0.5092 last_time: 1.1273 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 07:10:56] d2.utils.events INFO: eta: 18:09:15 iter: 25979 total_loss: 1.436 loss_cls: 0.00771 loss_box_reg: 0.02124 loss_rpn_cls: 0.002087 loss_rpn_loc: 0.001298 loss_D_img_s: 0.6632 loss_cls_pseudo: 0.01286 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002511 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7148 time: 0.5098 last_time: 1.1457 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 07:11:20] d2.data.common INFO: Serializing the dataset using: [03/23 07:11:20] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 07:11:20] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 07:11:20] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 07:11:20] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 07:11:22] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0032 s/iter. Inference: 0.0874 s/iter. Eval: 0.0002 s/iter. Total: 0.0908 s/iter. ETA=0:00:36 [03/23 07:11:27] d2.evaluation.evaluator INFO: Inference done 65/410. Dataloading: 0.0035 s/iter. Inference: 0.0897 s/iter. Eval: 0.0002 s/iter. Total: 0.0935 s/iter. ETA=0:00:32 [03/23 07:11:32] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0034 s/iter. Inference: 0.0913 s/iter. Eval: 0.0003 s/iter. Total: 0.0951 s/iter. ETA=0:00:27 [03/23 07:11:37] d2.evaluation.evaluator INFO: Inference done 168/410. Dataloading: 0.0032 s/iter. Inference: 0.0924 s/iter. Eval: 0.0003 s/iter. Total: 0.0960 s/iter. ETA=0:00:23 [03/23 07:11:42] d2.evaluation.evaluator INFO: Inference done 217/410. Dataloading: 0.0033 s/iter. Inference: 0.0941 s/iter. Eval: 0.0003 s/iter. Total: 0.0977 s/iter. ETA=0:00:18 [03/23 07:11:47] d2.evaluation.evaluator INFO: Inference done 267/410. Dataloading: 0.0034 s/iter. Inference: 0.0947 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:14 [03/23 07:11:52] d2.evaluation.evaluator INFO: Inference done 321/410. Dataloading: 0.0034 s/iter. Inference: 0.0941 s/iter. Eval: 0.0003 s/iter. Total: 0.0979 s/iter. ETA=0:00:08 [03/23 07:11:57] d2.evaluation.evaluator INFO: Inference done 371/410. Dataloading: 0.0036 s/iter. Inference: 0.0944 s/iter. Eval: 0.0003 s/iter. Total: 0.0983 s/iter. ETA=0:00:03 [03/23 07:12:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.546475 (0.097646 s / iter per device, on 1 devices) [03/23 07:12:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093349 s / iter per device, on 1 devices) [03/23 07:12:01] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 07:12:01] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 07:12:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 07:12:01] d2.evaluation.testing INFO: copypaste: 0.9728,4.2702,0.4906 [03/23 07:12:01] d2.data.common INFO: Serializing the dataset using: [03/23 07:12:01] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 07:12:01] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 07:12:01] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 07:12:01] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 07:12:03] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.0985 s/iter. Eval: 0.0002 s/iter. Total: 0.1000 s/iter. ETA=0:00:39 [03/23 07:12:08] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0027 s/iter. Inference: 0.1091 s/iter. Eval: 0.0002 s/iter. Total: 0.1120 s/iter. ETA=0:00:39 [03/23 07:12:13] d2.evaluation.evaluator INFO: Inference done 102/410. Dataloading: 0.0036 s/iter. Inference: 0.1054 s/iter. Eval: 0.0002 s/iter. Total: 0.1093 s/iter. ETA=0:00:33 [03/23 07:12:18] d2.evaluation.evaluator INFO: Inference done 151/410. Dataloading: 0.0036 s/iter. Inference: 0.1031 s/iter. Eval: 0.0002 s/iter. Total: 0.1071 s/iter. ETA=0:00:27 [03/23 07:12:23] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0037 s/iter. Inference: 0.1008 s/iter. Eval: 0.0002 s/iter. Total: 0.1048 s/iter. ETA=0:00:21 [03/23 07:12:28] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0036 s/iter. Inference: 0.1006 s/iter. Eval: 0.0002 s/iter. Total: 0.1045 s/iter. ETA=0:00:16 [03/23 07:12:33] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0034 s/iter. Inference: 0.1003 s/iter. Eval: 0.0002 s/iter. Total: 0.1040 s/iter. ETA=0:00:11 [03/23 07:12:38] d2.evaluation.evaluator INFO: Inference done 348/410. Dataloading: 0.0035 s/iter. Inference: 0.1010 s/iter. Eval: 0.0002 s/iter. Total: 0.1048 s/iter. ETA=0:00:06 [03/23 07:12:43] d2.evaluation.evaluator INFO: Inference done 395/410. Dataloading: 0.0034 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:01 [03/23 07:12:45] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.479186 (0.104887 s / iter per device, on 1 devices) [03/23 07:12:45] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100902 s / iter per device, on 1 devices) [03/23 07:12:45] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 07:12:45] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 07:12:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 07:12:45] d2.evaluation.testing INFO: copypaste: 1.2571,6.0391,0.0814 [03/23 07:12:45] d2.utils.events INFO: eta: 18:08:10 iter: 25999 total_loss: 1.444 loss_cls: 0.007975 loss_box_reg: 0.01947 loss_rpn_cls: 0.0008815 loss_rpn_loc: 0.001575 loss_D_img_s: 0.6457 loss_cls_pseudo: 0.0154 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002859 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7406 time: 0.5104 last_time: 1.4673 data_time: 0.0080 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 07:13:10] d2.utils.events INFO: eta: 18:05:39 iter: 26019 total_loss: 1.43 loss_cls: 0.004441 loss_box_reg: 0.01756 loss_rpn_cls: 0.0009046 loss_rpn_loc: 0.001109 loss_D_img_s: 0.6697 loss_cls_pseudo: 0.007491 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001658 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7079 time: 0.5109 last_time: 1.1441 data_time: 0.0085 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 07:13:35] d2.utils.events INFO: eta: 18:08:02 iter: 26039 total_loss: 1.45 loss_cls: 0.007757 loss_box_reg: 0.02022 loss_rpn_cls: 0.001519 loss_rpn_loc: 0.001162 loss_D_img_s: 0.6983 loss_cls_pseudo: 0.02013 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004506 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.5115 last_time: 1.2540 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:14:00] d2.utils.events INFO: eta: 18:04:51 iter: 26059 total_loss: 1.442 loss_cls: 0.008734 loss_box_reg: 0.02439 loss_rpn_cls: 0.002025 loss_rpn_loc: 0.001543 loss_D_img_s: 0.7207 loss_cls_pseudo: 0.01251 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001907 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6617 time: 0.5121 last_time: 1.1650 data_time: 0.0084 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 07:14:24] d2.utils.events INFO: eta: 18:01:55 iter: 26079 total_loss: 1.443 loss_cls: 0.007692 loss_box_reg: 0.01915 loss_rpn_cls: 0.001196 loss_rpn_loc: 0.001125 loss_D_img_s: 0.7365 loss_cls_pseudo: 0.01949 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6461 time: 0.5126 last_time: 1.2257 data_time: 0.0078 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 07:14:49] d2.utils.events INFO: eta: 18:06:09 iter: 26099 total_loss: 1.429 loss_cls: 0.004955 loss_box_reg: 0.01898 loss_rpn_cls: 0.0008909 loss_rpn_loc: 0.001158 loss_D_img_s: 0.6742 loss_cls_pseudo: 0.007565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001949 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.717 time: 0.5132 last_time: 1.3117 data_time: 0.0083 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 07:15:21] d2.utils.events INFO: eta: 18:14:48 iter: 26119 total_loss: 1.434 loss_cls: 0.006313 loss_box_reg: 0.01489 loss_rpn_cls: 0.0008947 loss_rpn_loc: 0.001044 loss_D_img_s: 0.6321 loss_cls_pseudo: 0.01532 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00329 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7562 time: 0.5140 last_time: 1.7523 data_time: 0.0079 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:15:49] d2.utils.events INFO: eta: 18:18:09 iter: 26139 total_loss: 1.435 loss_cls: 0.006276 loss_box_reg: 0.01733 loss_rpn_cls: 0.0007604 loss_rpn_loc: 0.001341 loss_D_img_s: 0.6637 loss_cls_pseudo: 0.01187 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002667 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7236 time: 0.5147 last_time: 1.2542 data_time: 0.0081 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 07:16:14] d2.utils.events INFO: eta: 18:19:39 iter: 26159 total_loss: 1.442 loss_cls: 0.00778 loss_box_reg: 0.02104 loss_rpn_cls: 0.001636 loss_rpn_loc: 0.001475 loss_D_img_s: 0.7089 loss_cls_pseudo: 0.006986 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002498 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.5152 last_time: 1.0933 data_time: 0.0090 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 07:16:38] d2.utils.events INFO: eta: 18:19:50 iter: 26179 total_loss: 1.443 loss_cls: 0.006592 loss_box_reg: 0.02024 loss_rpn_cls: 0.001131 loss_rpn_loc: 0.001254 loss_D_img_s: 0.718 loss_cls_pseudo: 0.01329 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00245 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 0.5158 last_time: 1.4421 data_time: 0.0085 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 07:17:03] d2.utils.events INFO: eta: 18:20:02 iter: 26199 total_loss: 1.434 loss_cls: 0.006073 loss_box_reg: 0.02028 loss_rpn_cls: 0.001089 loss_rpn_loc: 0.001093 loss_D_img_s: 0.7273 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003766 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6537 time: 0.5163 last_time: 1.1332 data_time: 0.0086 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 07:17:28] d2.utils.events INFO: eta: 18:20:06 iter: 26219 total_loss: 1.439 loss_cls: 0.006524 loss_box_reg: 0.01883 loss_rpn_cls: 0.0007635 loss_rpn_loc: 0.0016 loss_D_img_s: 0.7603 loss_cls_pseudo: 0.01524 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004359 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6253 time: 0.5169 last_time: 1.2832 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 07:17:53] d2.utils.events INFO: eta: 18:19:13 iter: 26239 total_loss: 1.429 loss_cls: 0.006477 loss_box_reg: 0.01891 loss_rpn_cls: 0.001209 loss_rpn_loc: 0.001515 loss_D_img_s: 0.6702 loss_cls_pseudo: 0.01176 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001546 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7031 time: 0.5174 last_time: 1.2097 data_time: 0.0079 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 07:18:17] d2.utils.events INFO: eta: 18:18:22 iter: 26259 total_loss: 1.433 loss_cls: 0.007548 loss_box_reg: 0.01972 loss_rpn_cls: 0.001626 loss_rpn_loc: 0.000886 loss_D_img_s: 0.6154 loss_cls_pseudo: 0.01782 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004546 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7596 time: 0.5179 last_time: 1.1412 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 07:18:41] d2.utils.events INFO: eta: 18:18:24 iter: 26279 total_loss: 1.436 loss_cls: 0.005135 loss_box_reg: 0.01673 loss_rpn_cls: 0.001029 loss_rpn_loc: 0.001501 loss_D_img_s: 0.6577 loss_cls_pseudo: 0.01772 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003732 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7327 time: 0.5185 last_time: 1.2238 data_time: 0.0083 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 07:19:05] d2.utils.events INFO: eta: 18:17:23 iter: 26299 total_loss: 1.434 loss_cls: 0.007991 loss_box_reg: 0.02127 loss_rpn_cls: 0.001484 loss_rpn_loc: 0.001186 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.01496 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003024 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.5190 last_time: 1.0925 data_time: 0.0085 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:19:29] d2.utils.events INFO: eta: 18:16:59 iter: 26319 total_loss: 1.423 loss_cls: 0.005698 loss_box_reg: 0.0174 loss_rpn_cls: 0.0006787 loss_rpn_loc: 0.001368 loss_D_img_s: 0.6795 loss_cls_pseudo: 0.01013 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003101 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.5195 last_time: 0.9524 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 07:19:53] d2.utils.events INFO: eta: 18:16:19 iter: 26339 total_loss: 1.433 loss_cls: 0.00863 loss_box_reg: 0.02016 loss_rpn_cls: 0.001122 loss_rpn_loc: 0.001134 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01136 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002213 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.5200 last_time: 1.2287 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 07:20:17] d2.utils.events INFO: eta: 18:15:04 iter: 26359 total_loss: 1.447 loss_cls: 0.008194 loss_box_reg: 0.01982 loss_rpn_cls: 0.001429 loss_rpn_loc: 0.001196 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01288 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004426 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7025 time: 0.5205 last_time: 1.3287 data_time: 0.0080 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 07:20:41] d2.utils.events INFO: eta: 18:13:47 iter: 26379 total_loss: 1.45 loss_cls: 0.008598 loss_box_reg: 0.0194 loss_rpn_cls: 0.001244 loss_rpn_loc: 0.001338 loss_D_img_s: 0.7261 loss_cls_pseudo: 0.01751 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003087 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6685 time: 0.5211 last_time: 1.2558 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 07:21:06] d2.utils.events INFO: eta: 18:15:21 iter: 26399 total_loss: 1.436 loss_cls: 0.007892 loss_box_reg: 0.02129 loss_rpn_cls: 0.001733 loss_rpn_loc: 0.001519 loss_D_img_s: 0.7098 loss_cls_pseudo: 0.007643 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0022 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6751 time: 0.5216 last_time: 1.5084 data_time: 0.0079 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:21:31] d2.utils.events INFO: eta: 18:15:33 iter: 26419 total_loss: 1.442 loss_cls: 0.005512 loss_box_reg: 0.01842 loss_rpn_cls: 0.0008906 loss_rpn_loc: 0.001801 loss_D_img_s: 0.7093 loss_cls_pseudo: 0.01389 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004317 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6765 time: 0.5222 last_time: 1.2983 data_time: 0.0087 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:21:56] d2.utils.events INFO: eta: 18:17:45 iter: 26439 total_loss: 1.448 loss_cls: 0.008086 loss_box_reg: 0.01967 loss_rpn_cls: 0.001273 loss_rpn_loc: 0.001245 loss_D_img_s: 0.7304 loss_cls_pseudo: 0.02171 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00388 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6585 time: 0.5227 last_time: 1.2583 data_time: 0.0090 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 07:22:21] d2.utils.events INFO: eta: 18:17:20 iter: 26459 total_loss: 1.44 loss_cls: 0.005657 loss_box_reg: 0.01602 loss_rpn_cls: 0.001172 loss_rpn_loc: 0.001313 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.02009 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00379 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.5232 last_time: 1.2095 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 07:22:45] d2.utils.events INFO: eta: 18:17:39 iter: 26479 total_loss: 1.46 loss_cls: 0.01052 loss_box_reg: 0.02323 loss_rpn_cls: 0.00125 loss_rpn_loc: 0.001728 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.01963 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003093 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 0.5238 last_time: 1.2772 data_time: 0.0082 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 07:23:09] d2.utils.events INFO: eta: 18:15:54 iter: 26499 total_loss: 1.448 loss_cls: 0.01177 loss_box_reg: 0.02294 loss_rpn_cls: 0.004734 loss_rpn_loc: 0.001506 loss_D_img_s: 0.71 loss_cls_pseudo: 0.01226 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003966 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6781 time: 0.5243 last_time: 1.1177 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 07:23:34] d2.utils.events INFO: eta: 18:16:50 iter: 26519 total_loss: 1.444 loss_cls: 0.007625 loss_box_reg: 0.02238 loss_rpn_cls: 0.001144 loss_rpn_loc: 0.001635 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.01421 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003803 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6817 time: 0.5248 last_time: 1.1003 data_time: 0.0083 last_data_time: 0.0056 lr: 0.01 max_mem: 12686M [03/23 07:23:58] d2.utils.events INFO: eta: 18:15:42 iter: 26539 total_loss: 1.43 loss_cls: 0.006273 loss_box_reg: 0.01694 loss_rpn_cls: 0.0008134 loss_rpn_loc: 0.001005 loss_D_img_s: 0.6761 loss_cls_pseudo: 0.0222 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004519 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6982 time: 0.5253 last_time: 1.1122 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:24:23] d2.utils.events INFO: eta: 18:16:43 iter: 26559 total_loss: 1.434 loss_cls: 0.005821 loss_box_reg: 0.01766 loss_rpn_cls: 0.0007267 loss_rpn_loc: 0.0009614 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.02116 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005558 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6745 time: 0.5259 last_time: 1.0979 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 07:24:47] d2.utils.events INFO: eta: 18:13:22 iter: 26579 total_loss: 1.426 loss_cls: 0.006091 loss_box_reg: 0.01705 loss_rpn_cls: 0.001289 loss_rpn_loc: 0.0009471 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.01924 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004363 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6787 time: 0.5264 last_time: 1.3395 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 07:25:11] d2.utils.events INFO: eta: 18:10:10 iter: 26599 total_loss: 1.417 loss_cls: 0.004029 loss_box_reg: 0.01667 loss_rpn_cls: 0.001102 loss_rpn_loc: 0.001102 loss_D_img_s: 0.6714 loss_cls_pseudo: 0.01795 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005811 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6936 time: 0.5269 last_time: 1.2601 data_time: 0.0083 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 07:25:35] d2.utils.events INFO: eta: 18:08:53 iter: 26619 total_loss: 1.42 loss_cls: 0.00814 loss_box_reg: 0.02216 loss_rpn_cls: 0.00132 loss_rpn_loc: 0.001094 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01759 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003134 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.5274 last_time: 1.3189 data_time: 0.0079 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 07:26:00] d2.utils.events INFO: eta: 18:08:59 iter: 26639 total_loss: 1.428 loss_cls: 0.006921 loss_box_reg: 0.01921 loss_rpn_cls: 0.001402 loss_rpn_loc: 0.001291 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.01551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001603 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6641 time: 0.5279 last_time: 1.1435 data_time: 0.0083 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 07:26:23] d2.utils.events INFO: eta: 18:07:42 iter: 26659 total_loss: 1.415 loss_cls: 0.007489 loss_box_reg: 0.01826 loss_rpn_cls: 0.0008066 loss_rpn_loc: 0.001133 loss_D_img_s: 0.6666 loss_cls_pseudo: 0.01725 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002905 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.5284 last_time: 1.1014 data_time: 0.0082 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 07:26:48] d2.utils.events INFO: eta: 18:08:01 iter: 26679 total_loss: 1.451 loss_cls: 0.007059 loss_box_reg: 0.01724 loss_rpn_cls: 0.0009572 loss_rpn_loc: 0.002005 loss_D_img_s: 0.6832 loss_cls_pseudo: 0.01861 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003996 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7066 time: 0.5289 last_time: 1.2794 data_time: 0.0081 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 07:27:13] d2.utils.events INFO: eta: 18:08:28 iter: 26699 total_loss: 1.451 loss_cls: 0.006536 loss_box_reg: 0.01831 loss_rpn_cls: 0.001226 loss_rpn_loc: 0.001387 loss_D_img_s: 0.6539 loss_cls_pseudo: 0.008909 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00283 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7503 time: 0.5295 last_time: 1.1794 data_time: 0.0083 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 07:27:37] d2.utils.events INFO: eta: 18:08:34 iter: 26719 total_loss: 1.442 loss_cls: 0.007873 loss_box_reg: 0.02098 loss_rpn_cls: 0.001476 loss_rpn_loc: 0.001264 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.01885 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003644 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6947 time: 0.5300 last_time: 1.1627 data_time: 0.0088 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 07:28:01] d2.utils.events INFO: eta: 18:08:03 iter: 26739 total_loss: 1.441 loss_cls: 0.006102 loss_box_reg: 0.01761 loss_rpn_cls: 0.001156 loss_rpn_loc: 0.001487 loss_D_img_s: 0.7274 loss_cls_pseudo: 0.02422 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004633 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6564 time: 0.5305 last_time: 1.1762 data_time: 0.0087 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 07:28:27] d2.utils.events INFO: eta: 18:11:11 iter: 26759 total_loss: 1.435 loss_cls: 0.007149 loss_box_reg: 0.02249 loss_rpn_cls: 0.001093 loss_rpn_loc: 0.001293 loss_D_img_s: 0.7099 loss_cls_pseudo: 0.01998 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002497 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6754 time: 0.5310 last_time: 1.4781 data_time: 0.0086 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 07:28:51] d2.utils.events INFO: eta: 18:09:17 iter: 26779 total_loss: 1.447 loss_cls: 0.006543 loss_box_reg: 0.01766 loss_rpn_cls: 0.001001 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.02208 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007789 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.5315 last_time: 1.1320 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 07:29:14] d2.utils.events INFO: eta: 18:07:47 iter: 26799 total_loss: 1.436 loss_cls: 0.006363 loss_box_reg: 0.01736 loss_rpn_cls: 0.001143 loss_rpn_loc: 0.001255 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.01367 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001857 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.5320 last_time: 1.1153 data_time: 0.0084 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 07:29:39] d2.utils.events INFO: eta: 18:06:31 iter: 26819 total_loss: 1.442 loss_cls: 0.006283 loss_box_reg: 0.01776 loss_rpn_cls: 0.0005965 loss_rpn_loc: 0.001184 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.01609 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002924 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 0.5325 last_time: 1.0787 data_time: 0.0089 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 07:30:04] d2.utils.events INFO: eta: 18:06:07 iter: 26839 total_loss: 1.46 loss_cls: 0.007649 loss_box_reg: 0.02168 loss_rpn_cls: 0.001745 loss_rpn_loc: 0.001207 loss_D_img_s: 0.6756 loss_cls_pseudo: 0.01644 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005902 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7138 time: 0.5331 last_time: 1.2735 data_time: 0.0083 last_data_time: 0.0123 lr: 0.01 max_mem: 12686M [03/23 07:30:29] d2.utils.events INFO: eta: 18:06:33 iter: 26859 total_loss: 1.445 loss_cls: 0.00663 loss_box_reg: 0.0176 loss_rpn_cls: 0.00143 loss_rpn_loc: 0.001278 loss_D_img_s: 0.6673 loss_cls_pseudo: 0.01917 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002798 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7218 time: 0.5336 last_time: 1.3112 data_time: 0.0077 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 07:30:54] d2.utils.events INFO: eta: 18:05:32 iter: 26879 total_loss: 1.444 loss_cls: 0.007591 loss_box_reg: 0.01949 loss_rpn_cls: 0.001073 loss_rpn_loc: 0.001258 loss_D_img_s: 0.6781 loss_cls_pseudo: 0.02137 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7074 time: 0.5341 last_time: 1.0928 data_time: 0.0079 last_data_time: 0.0060 lr: 0.01 max_mem: 12686M [03/23 07:31:18] d2.utils.events INFO: eta: 18:07:43 iter: 26899 total_loss: 1.441 loss_cls: 0.009078 loss_box_reg: 0.02254 loss_rpn_cls: 0.001126 loss_rpn_loc: 0.001235 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.02422 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004559 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7083 time: 0.5346 last_time: 1.2351 data_time: 0.0081 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 07:31:42] d2.utils.events INFO: eta: 18:09:09 iter: 26919 total_loss: 1.45 loss_cls: 0.008239 loss_box_reg: 0.01948 loss_rpn_cls: 0.0009967 loss_rpn_loc: 0.001475 loss_D_img_s: 0.682 loss_cls_pseudo: 0.02672 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003977 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 0.5351 last_time: 1.2618 data_time: 0.0078 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 07:32:06] d2.utils.events INFO: eta: 18:07:13 iter: 26939 total_loss: 1.441 loss_cls: 0.007721 loss_box_reg: 0.01684 loss_rpn_cls: 0.001721 loss_rpn_loc: 0.001448 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.01016 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002236 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.5356 last_time: 1.2999 data_time: 0.0076 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 07:32:30] d2.utils.events INFO: eta: 18:05:35 iter: 26959 total_loss: 1.448 loss_cls: 0.01007 loss_box_reg: 0.02465 loss_rpn_cls: 0.001798 loss_rpn_loc: 0.001246 loss_D_img_s: 0.7127 loss_cls_pseudo: 0.0177 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00423 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6716 time: 0.5361 last_time: 1.1404 data_time: 0.0076 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 07:32:55] d2.utils.events INFO: eta: 18:03:29 iter: 26979 total_loss: 1.44 loss_cls: 0.007712 loss_box_reg: 0.02035 loss_rpn_cls: 0.00103 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01925 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00443 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 0.5366 last_time: 1.3284 data_time: 0.0082 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 07:33:19] d2.data.common INFO: Serializing the dataset using: [03/23 07:33:19] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 07:33:19] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 07:33:19] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 07:33:19] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 07:33:21] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0061 s/iter. Inference: 0.1091 s/iter. Eval: 0.0002 s/iter. Total: 0.1155 s/iter. ETA=0:00:46 [03/23 07:33:26] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0064 s/iter. Inference: 0.1080 s/iter. Eval: 0.0002 s/iter. Total: 0.1147 s/iter. ETA=0:00:40 [03/23 07:33:31] d2.evaluation.evaluator INFO: Inference done 103/410. Dataloading: 0.0053 s/iter. Inference: 0.1040 s/iter. Eval: 0.0003 s/iter. Total: 0.1096 s/iter. ETA=0:00:33 [03/23 07:33:36] d2.evaluation.evaluator INFO: Inference done 148/410. Dataloading: 0.0047 s/iter. Inference: 0.1051 s/iter. Eval: 0.0003 s/iter. Total: 0.1102 s/iter. ETA=0:00:28 [03/23 07:33:41] d2.evaluation.evaluator INFO: Inference done 195/410. Dataloading: 0.0046 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1096 s/iter. ETA=0:00:23 [03/23 07:33:46] d2.evaluation.evaluator INFO: Inference done 241/410. Dataloading: 0.0045 s/iter. Inference: 0.1049 s/iter. Eval: 0.0003 s/iter. Total: 0.1098 s/iter. ETA=0:00:18 [03/23 07:33:51] d2.evaluation.evaluator INFO: Inference done 286/410. Dataloading: 0.0045 s/iter. Inference: 0.1051 s/iter. Eval: 0.0003 s/iter. Total: 0.1100 s/iter. ETA=0:00:13 [03/23 07:33:56] d2.evaluation.evaluator INFO: Inference done 334/410. Dataloading: 0.0044 s/iter. Inference: 0.1045 s/iter. Eval: 0.0004 s/iter. Total: 0.1094 s/iter. ETA=0:00:08 [03/23 07:34:01] d2.evaluation.evaluator INFO: Inference done 383/410. Dataloading: 0.0042 s/iter. Inference: 0.1039 s/iter. Eval: 0.0004 s/iter. Total: 0.1085 s/iter. ETA=0:00:02 [03/23 07:34:04] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.678267 (0.107848 s / iter per device, on 1 devices) [03/23 07:34:04] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.102973 s / iter per device, on 1 devices) [03/23 07:34:04] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 07:34:04] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 07:34:04] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 07:34:04] d2.evaluation.testing INFO: copypaste: 0.6673,3.5694,0.0093 [03/23 07:34:04] d2.data.common INFO: Serializing the dataset using: [03/23 07:34:04] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 07:34:04] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 07:34:04] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 07:34:04] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 07:34:06] d2.evaluation.evaluator INFO: Inference done 15/410. Dataloading: 0.0019 s/iter. Inference: 0.0971 s/iter. Eval: 0.0002 s/iter. Total: 0.0993 s/iter. ETA=0:00:39 [03/23 07:34:11] d2.evaluation.evaluator INFO: Inference done 65/410. Dataloading: 0.0029 s/iter. Inference: 0.0970 s/iter. Eval: 0.0003 s/iter. Total: 0.1003 s/iter. ETA=0:00:34 [03/23 07:34:16] d2.evaluation.evaluator INFO: Inference done 114/410. Dataloading: 0.0042 s/iter. Inference: 0.0973 s/iter. Eval: 0.0003 s/iter. Total: 0.1019 s/iter. ETA=0:00:30 [03/23 07:34:21] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0042 s/iter. Inference: 0.0958 s/iter. Eval: 0.0003 s/iter. Total: 0.1004 s/iter. ETA=0:00:24 [03/23 07:34:26] d2.evaluation.evaluator INFO: Inference done 212/410. Dataloading: 0.0053 s/iter. Inference: 0.0965 s/iter. Eval: 0.0004 s/iter. Total: 0.1023 s/iter. ETA=0:00:20 [03/23 07:34:31] d2.evaluation.evaluator INFO: Inference done 260/410. Dataloading: 0.0054 s/iter. Inference: 0.0969 s/iter. Eval: 0.0004 s/iter. Total: 0.1028 s/iter. ETA=0:00:15 [03/23 07:34:36] d2.evaluation.evaluator INFO: Inference done 310/410. Dataloading: 0.0056 s/iter. Inference: 0.0967 s/iter. Eval: 0.0004 s/iter. Total: 0.1028 s/iter. ETA=0:00:10 [03/23 07:34:41] d2.evaluation.evaluator INFO: Inference done 360/410. Dataloading: 0.0053 s/iter. Inference: 0.0967 s/iter. Eval: 0.0004 s/iter. Total: 0.1025 s/iter. ETA=0:00:05 [03/23 07:34:46] d2.evaluation.evaluator INFO: Inference done 407/410. Dataloading: 0.0052 s/iter. Inference: 0.0974 s/iter. Eval: 0.0004 s/iter. Total: 0.1030 s/iter. ETA=0:00:00 [03/23 07:34:47] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.700528 (0.102964 s / iter per device, on 1 devices) [03/23 07:34:47] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097127 s / iter per device, on 1 devices) [03/23 07:34:47] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 07:34:47] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 07:34:47] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 07:34:47] d2.evaluation.testing INFO: copypaste: 1.1892,5.8861,0.0567 [03/23 07:34:47] d2.utils.events INFO: eta: 18:02:56 iter: 26999 total_loss: 1.439 loss_cls: 0.007412 loss_box_reg: 0.0235 loss_rpn_cls: 0.0009142 loss_rpn_loc: 0.001197 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.009916 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002575 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7014 time: 0.5371 last_time: 1.5842 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:35:12] d2.utils.events INFO: eta: 18:04:22 iter: 27019 total_loss: 1.449 loss_cls: 0.01208 loss_box_reg: 0.02554 loss_rpn_cls: 0.002323 loss_rpn_loc: 0.001241 loss_D_img_s: 0.6781 loss_cls_pseudo: 0.01517 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004361 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7061 time: 0.5377 last_time: 1.4443 data_time: 0.0088 last_data_time: 0.0115 lr: 0.01 max_mem: 12686M [03/23 07:35:37] d2.utils.events INFO: eta: 18:04:36 iter: 27039 total_loss: 1.442 loss_cls: 0.007488 loss_box_reg: 0.02055 loss_rpn_cls: 0.0017 loss_rpn_loc: 0.001129 loss_D_img_s: 0.667 loss_cls_pseudo: 0.01728 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003869 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7117 time: 0.5382 last_time: 1.0747 data_time: 0.0087 last_data_time: 0.0105 lr: 0.01 max_mem: 12686M [03/23 07:36:02] d2.utils.events INFO: eta: 18:06:28 iter: 27059 total_loss: 1.427 loss_cls: 0.004545 loss_box_reg: 0.01551 loss_rpn_cls: 0.000767 loss_rpn_loc: 0.001199 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.01224 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 0.5387 last_time: 1.1585 data_time: 0.0084 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 07:36:27] d2.utils.events INFO: eta: 18:09:31 iter: 27079 total_loss: 1.438 loss_cls: 0.006939 loss_box_reg: 0.0196 loss_rpn_cls: 0.001042 loss_rpn_loc: 0.001001 loss_D_img_s: 0.7174 loss_cls_pseudo: 0.01599 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003698 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6717 time: 0.5392 last_time: 1.4196 data_time: 0.0090 last_data_time: 0.0125 lr: 0.01 max_mem: 12686M [03/23 07:36:52] d2.utils.events INFO: eta: 18:08:27 iter: 27099 total_loss: 1.461 loss_cls: 0.006545 loss_box_reg: 0.02193 loss_rpn_cls: 0.001548 loss_rpn_loc: 0.001421 loss_D_img_s: 0.7224 loss_cls_pseudo: 0.02289 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005309 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6668 time: 0.5398 last_time: 1.2866 data_time: 0.0073 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 07:37:17] d2.utils.events INFO: eta: 18:02:19 iter: 27119 total_loss: 1.456 loss_cls: 0.008521 loss_box_reg: 0.02729 loss_rpn_cls: 0.002105 loss_rpn_loc: 0.001839 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.02251 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7004 time: 0.5403 last_time: 1.1080 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 07:37:41] d2.utils.events INFO: eta: 17:59:31 iter: 27139 total_loss: 1.432 loss_cls: 0.007614 loss_box_reg: 0.01857 loss_rpn_cls: 0.0009267 loss_rpn_loc: 0.001214 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.01144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002067 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7046 time: 0.5408 last_time: 1.3228 data_time: 0.0074 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:38:05] d2.utils.events INFO: eta: 17:59:35 iter: 27159 total_loss: 1.425 loss_cls: 0.006928 loss_box_reg: 0.01844 loss_rpn_cls: 0.001507 loss_rpn_loc: 0.001491 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.01175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002813 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6765 time: 0.5413 last_time: 1.1283 data_time: 0.0082 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 07:38:29] d2.utils.events INFO: eta: 17:58:42 iter: 27179 total_loss: 1.407 loss_cls: 0.005328 loss_box_reg: 0.01804 loss_rpn_cls: 0.001237 loss_rpn_loc: 0.001221 loss_D_img_s: 0.6889 loss_cls_pseudo: 0.008468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009413 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.5418 last_time: 1.2055 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 07:38:54] d2.utils.events INFO: eta: 17:58:46 iter: 27199 total_loss: 1.42 loss_cls: 0.006485 loss_box_reg: 0.01702 loss_rpn_cls: 0.00107 loss_rpn_loc: 0.001417 loss_D_img_s: 0.7125 loss_cls_pseudo: 0.013 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6608 time: 0.5423 last_time: 1.1347 data_time: 0.0077 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 07:39:18] d2.utils.events INFO: eta: 17:53:05 iter: 27219 total_loss: 1.432 loss_cls: 0.008228 loss_box_reg: 0.0229 loss_rpn_cls: 0.00119 loss_rpn_loc: 0.001724 loss_D_img_s: 0.6745 loss_cls_pseudo: 0.01824 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002935 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6902 time: 0.5427 last_time: 1.1253 data_time: 0.0083 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 07:39:43] d2.utils.events INFO: eta: 17:54:43 iter: 27239 total_loss: 1.416 loss_cls: 0.008102 loss_box_reg: 0.02517 loss_rpn_cls: 0.001913 loss_rpn_loc: 0.0009837 loss_D_img_s: 0.6701 loss_cls_pseudo: 0.01186 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001881 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.5432 last_time: 1.2606 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:40:07] d2.utils.events INFO: eta: 17:54:18 iter: 27259 total_loss: 1.418 loss_cls: 0.007883 loss_box_reg: 0.02039 loss_rpn_cls: 0.001319 loss_rpn_loc: 0.001031 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.008283 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001824 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6753 time: 0.5437 last_time: 1.1446 data_time: 0.0079 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 07:40:32] d2.utils.events INFO: eta: 17:57:21 iter: 27279 total_loss: 1.428 loss_cls: 0.01083 loss_box_reg: 0.02771 loss_rpn_cls: 0.001505 loss_rpn_loc: 0.001532 loss_D_img_s: 0.6819 loss_cls_pseudo: 0.007203 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.5443 last_time: 1.4052 data_time: 0.0086 last_data_time: 0.0112 lr: 0.01 max_mem: 12686M [03/23 07:40:56] d2.utils.events INFO: eta: 17:56:43 iter: 27299 total_loss: 1.43 loss_cls: 0.008106 loss_box_reg: 0.02044 loss_rpn_cls: 0.001413 loss_rpn_loc: 0.001237 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.01226 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001818 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6755 time: 0.5447 last_time: 1.1021 data_time: 0.0084 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 07:41:21] d2.utils.events INFO: eta: 17:57:09 iter: 27319 total_loss: 1.429 loss_cls: 0.006564 loss_box_reg: 0.01754 loss_rpn_cls: 0.001314 loss_rpn_loc: 0.0008392 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.01444 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003476 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6695 time: 0.5453 last_time: 1.2949 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 07:41:45] d2.utils.events INFO: eta: 17:57:51 iter: 27339 total_loss: 1.437 loss_cls: 0.005476 loss_box_reg: 0.02109 loss_rpn_cls: 0.001149 loss_rpn_loc: 0.001069 loss_D_img_s: 0.6804 loss_cls_pseudo: 0.01614 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003799 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.5458 last_time: 1.3178 data_time: 0.0086 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:42:10] d2.utils.events INFO: eta: 17:58:32 iter: 27359 total_loss: 1.428 loss_cls: 0.006343 loss_box_reg: 0.01709 loss_rpn_cls: 0.0009395 loss_rpn_loc: 0.001283 loss_D_img_s: 0.6851 loss_cls_pseudo: 0.01138 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002604 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.5463 last_time: 1.1553 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 07:42:35] d2.utils.events INFO: eta: 17:58:08 iter: 27379 total_loss: 1.438 loss_cls: 0.007627 loss_box_reg: 0.01937 loss_rpn_cls: 0.001665 loss_rpn_loc: 0.001164 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.0192 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004508 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.5468 last_time: 1.2813 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:42:59] d2.utils.events INFO: eta: 17:55:30 iter: 27399 total_loss: 1.435 loss_cls: 0.006505 loss_box_reg: 0.01987 loss_rpn_cls: 0.001308 loss_rpn_loc: 0.001137 loss_D_img_s: 0.686 loss_cls_pseudo: 0.01145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001702 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.698 time: 0.5473 last_time: 1.2984 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 07:43:24] d2.utils.events INFO: eta: 17:54:29 iter: 27419 total_loss: 1.446 loss_cls: 0.009623 loss_box_reg: 0.02186 loss_rpn_cls: 0.002324 loss_rpn_loc: 0.0009403 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.01449 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003238 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7115 time: 0.5477 last_time: 1.3206 data_time: 0.0097 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 07:43:48] d2.utils.events INFO: eta: 17:46:58 iter: 27439 total_loss: 1.441 loss_cls: 0.007016 loss_box_reg: 0.02241 loss_rpn_cls: 0.001455 loss_rpn_loc: 0.001376 loss_D_img_s: 0.6746 loss_cls_pseudo: 0.009944 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002242 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7043 time: 0.5482 last_time: 1.1290 data_time: 0.0081 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 07:44:13] d2.utils.events INFO: eta: 17:52:59 iter: 27459 total_loss: 1.451 loss_cls: 0.008109 loss_box_reg: 0.02089 loss_rpn_cls: 0.001353 loss_rpn_loc: 0.001637 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.01651 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003023 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.5488 last_time: 1.3245 data_time: 0.0084 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 07:44:38] d2.utils.events INFO: eta: 17:52:34 iter: 27479 total_loss: 1.437 loss_cls: 0.006951 loss_box_reg: 0.01853 loss_rpn_cls: 0.000981 loss_rpn_loc: 0.001805 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.02204 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005146 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6744 time: 0.5493 last_time: 1.1478 data_time: 0.0097 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 07:45:04] d2.utils.events INFO: eta: 17:53:28 iter: 27499 total_loss: 1.424 loss_cls: 0.005868 loss_box_reg: 0.014 loss_rpn_cls: 0.0006385 loss_rpn_loc: 0.0008845 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.0162 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007097 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6847 time: 0.5498 last_time: 1.2670 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:45:28] d2.utils.events INFO: eta: 17:51:45 iter: 27519 total_loss: 1.432 loss_cls: 0.006992 loss_box_reg: 0.0192 loss_rpn_cls: 0.001337 loss_rpn_loc: 0.001054 loss_D_img_s: 0.6673 loss_cls_pseudo: 0.01653 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002798 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.5503 last_time: 1.1821 data_time: 0.0084 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:45:53] d2.utils.events INFO: eta: 17:52:02 iter: 27539 total_loss: 1.439 loss_cls: 0.007168 loss_box_reg: 0.01663 loss_rpn_cls: 0.001281 loss_rpn_loc: 0.001339 loss_D_img_s: 0.6725 loss_cls_pseudo: 0.01795 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6991 time: 0.5508 last_time: 1.1538 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:46:17] d2.utils.events INFO: eta: 17:49:45 iter: 27559 total_loss: 1.442 loss_cls: 0.008389 loss_box_reg: 0.02076 loss_rpn_cls: 0.001386 loss_rpn_loc: 0.001551 loss_D_img_s: 0.6573 loss_cls_pseudo: 0.01866 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002552 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7185 time: 0.5512 last_time: 1.3585 data_time: 0.0072 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 07:46:41] d2.utils.events INFO: eta: 17:51:41 iter: 27579 total_loss: 1.469 loss_cls: 0.007445 loss_box_reg: 0.02482 loss_rpn_cls: 0.001488 loss_rpn_loc: 0.001176 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.01937 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004932 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.5517 last_time: 1.1042 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:47:06] d2.utils.events INFO: eta: 17:52:04 iter: 27599 total_loss: 1.454 loss_cls: 0.0118 loss_box_reg: 0.0243 loss_rpn_cls: 0.002268 loss_rpn_loc: 0.001211 loss_D_img_s: 0.7136 loss_cls_pseudo: 0.01535 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003607 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.5522 last_time: 1.3302 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 07:47:31] d2.utils.events INFO: eta: 17:56:34 iter: 27619 total_loss: 1.438 loss_cls: 0.006007 loss_box_reg: 0.02338 loss_rpn_cls: 0.001199 loss_rpn_loc: 0.001521 loss_D_img_s: 0.7344 loss_cls_pseudo: 0.01042 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001522 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6451 time: 0.5527 last_time: 1.0788 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 07:47:56] d2.utils.events INFO: eta: 17:58:48 iter: 27639 total_loss: 1.452 loss_cls: 0.00608 loss_box_reg: 0.01673 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.001096 loss_D_img_s: 0.7662 loss_cls_pseudo: 0.02025 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6298 time: 0.5532 last_time: 1.3181 data_time: 0.0087 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 07:48:21] d2.utils.events INFO: eta: 18:01:31 iter: 27659 total_loss: 1.442 loss_cls: 0.007882 loss_box_reg: 0.0212 loss_rpn_cls: 0.001718 loss_rpn_loc: 0.001263 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.01598 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002901 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 0.5537 last_time: 1.1443 data_time: 0.0081 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 07:48:45] d2.utils.events INFO: eta: 17:55:57 iter: 27679 total_loss: 1.427 loss_cls: 0.005813 loss_box_reg: 0.01379 loss_rpn_cls: 0.0009652 loss_rpn_loc: 0.001724 loss_D_img_s: 0.6584 loss_cls_pseudo: 0.006049 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7264 time: 0.5542 last_time: 1.1249 data_time: 0.0082 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 07:49:09] d2.utils.events INFO: eta: 17:57:34 iter: 27699 total_loss: 1.43 loss_cls: 0.006725 loss_box_reg: 0.02009 loss_rpn_cls: 0.001691 loss_rpn_loc: 0.001439 loss_D_img_s: 0.6764 loss_cls_pseudo: 0.01206 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002946 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7076 time: 0.5547 last_time: 1.1393 data_time: 0.0087 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 07:49:35] d2.utils.events INFO: eta: 18:00:17 iter: 27719 total_loss: 1.443 loss_cls: 0.008375 loss_box_reg: 0.02125 loss_rpn_cls: 0.001796 loss_rpn_loc: 0.001652 loss_D_img_s: 0.6998 loss_cls_pseudo: 0.01078 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002079 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6848 time: 0.5552 last_time: 1.2904 data_time: 0.0084 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 07:50:01] d2.utils.events INFO: eta: 18:00:51 iter: 27739 total_loss: 1.44 loss_cls: 0.009382 loss_box_reg: 0.01974 loss_rpn_cls: 0.0009422 loss_rpn_loc: 0.001484 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.01156 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002374 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7033 time: 0.5557 last_time: 1.2981 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 07:50:26] d2.utils.events INFO: eta: 17:59:38 iter: 27759 total_loss: 1.429 loss_cls: 0.005874 loss_box_reg: 0.01833 loss_rpn_cls: 0.001028 loss_rpn_loc: 0.001115 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.0127 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00267 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6841 time: 0.5562 last_time: 1.1440 data_time: 0.0076 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 07:50:51] d2.utils.events INFO: eta: 18:01:09 iter: 27779 total_loss: 1.445 loss_cls: 0.008066 loss_box_reg: 0.01765 loss_rpn_cls: 0.001715 loss_rpn_loc: 0.001636 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.01912 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005304 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.5567 last_time: 1.3049 data_time: 0.0084 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 07:51:16] d2.utils.events INFO: eta: 18:03:21 iter: 27799 total_loss: 1.439 loss_cls: 0.005794 loss_box_reg: 0.01678 loss_rpn_cls: 0.001139 loss_rpn_loc: 0.001348 loss_D_img_s: 0.6652 loss_cls_pseudo: 0.02142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004661 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7129 time: 0.5572 last_time: 1.1604 data_time: 0.0081 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 07:51:41] d2.utils.events INFO: eta: 18:05:17 iter: 27819 total_loss: 1.443 loss_cls: 0.006089 loss_box_reg: 0.02006 loss_rpn_cls: 0.000876 loss_rpn_loc: 0.001204 loss_D_img_s: 0.6732 loss_cls_pseudo: 0.01406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003642 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 0.5577 last_time: 1.1041 data_time: 0.0080 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 07:52:05] d2.utils.events INFO: eta: 18:02:31 iter: 27839 total_loss: 1.432 loss_cls: 0.007342 loss_box_reg: 0.02136 loss_rpn_cls: 0.0009747 loss_rpn_loc: 0.00145 loss_D_img_s: 0.6939 loss_cls_pseudo: 0.01317 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002904 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 0.5582 last_time: 1.3624 data_time: 0.0083 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 07:52:32] d2.utils.events INFO: eta: 18:03:40 iter: 27859 total_loss: 1.442 loss_cls: 0.008183 loss_box_reg: 0.02344 loss_rpn_cls: 0.002623 loss_rpn_loc: 0.00152 loss_D_img_s: 0.7145 loss_cls_pseudo: 0.01611 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002807 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6711 time: 0.5588 last_time: 1.8215 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 07:53:05] d2.utils.events INFO: eta: 18:07:59 iter: 27879 total_loss: 1.432 loss_cls: 0.007179 loss_box_reg: 0.01835 loss_rpn_cls: 0.001983 loss_rpn_loc: 0.00122 loss_D_img_s: 0.6861 loss_cls_pseudo: 0.01196 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004027 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.5596 last_time: 1.4271 data_time: 0.0087 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 07:53:30] d2.utils.events INFO: eta: 18:06:25 iter: 27899 total_loss: 1.431 loss_cls: 0.006919 loss_box_reg: 0.01775 loss_rpn_cls: 0.0009973 loss_rpn_loc: 0.001645 loss_D_img_s: 0.6741 loss_cls_pseudo: 0.01214 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003246 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7082 time: 0.5601 last_time: 1.0961 data_time: 0.0095 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 07:53:56] d2.utils.events INFO: eta: 18:08:00 iter: 27919 total_loss: 1.431 loss_cls: 0.006159 loss_box_reg: 0.01989 loss_rpn_cls: 0.0007725 loss_rpn_loc: 0.001207 loss_D_img_s: 0.6677 loss_cls_pseudo: 0.01165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001773 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7109 time: 0.5606 last_time: 1.1828 data_time: 0.0082 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 07:54:21] d2.utils.events INFO: eta: 18:08:22 iter: 27939 total_loss: 1.449 loss_cls: 0.00716 loss_box_reg: 0.01942 loss_rpn_cls: 0.001069 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.02353 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005543 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.5611 last_time: 1.3312 data_time: 0.0083 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 07:54:46] d2.utils.events INFO: eta: 18:09:07 iter: 27959 total_loss: 1.433 loss_cls: 0.007429 loss_box_reg: 0.02218 loss_rpn_cls: 0.001057 loss_rpn_loc: 0.001368 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.01686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003767 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.679 time: 0.5616 last_time: 1.2820 data_time: 0.0084 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 07:55:12] d2.utils.events INFO: eta: 18:09:51 iter: 27979 total_loss: 1.439 loss_cls: 0.006257 loss_box_reg: 0.01754 loss_rpn_cls: 0.000824 loss_rpn_loc: 0.001189 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.0144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 0.5621 last_time: 1.4758 data_time: 0.0081 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 07:55:37] d2.data.common INFO: Serializing the dataset using: [03/23 07:55:37] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 07:55:37] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 07:55:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 07:55:37] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 07:55:39] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0027 s/iter. Inference: 0.1009 s/iter. Eval: 0.0002 s/iter. Total: 0.1038 s/iter. ETA=0:00:41 [03/23 07:55:44] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0036 s/iter. Inference: 0.1027 s/iter. Eval: 0.0002 s/iter. Total: 0.1068 s/iter. ETA=0:00:37 [03/23 07:55:49] d2.evaluation.evaluator INFO: Inference done 105/410. Dataloading: 0.0047 s/iter. Inference: 0.1014 s/iter. Eval: 0.0004 s/iter. Total: 0.1066 s/iter. ETA=0:00:32 [03/23 07:55:54] d2.evaluation.evaluator INFO: Inference done 156/410. Dataloading: 0.0043 s/iter. Inference: 0.0995 s/iter. Eval: 0.0003 s/iter. Total: 0.1042 s/iter. ETA=0:00:26 [03/23 07:55:59] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0040 s/iter. Inference: 0.1001 s/iter. Eval: 0.0004 s/iter. Total: 0.1045 s/iter. ETA=0:00:21 [03/23 07:56:04] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0041 s/iter. Inference: 0.0999 s/iter. Eval: 0.0003 s/iter. Total: 0.1045 s/iter. ETA=0:00:16 [03/23 07:56:09] d2.evaluation.evaluator INFO: Inference done 300/410. Dataloading: 0.0041 s/iter. Inference: 0.0999 s/iter. Eval: 0.0003 s/iter. Total: 0.1044 s/iter. ETA=0:00:11 [03/23 07:56:14] d2.evaluation.evaluator INFO: Inference done 351/410. Dataloading: 0.0040 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:06 [03/23 07:56:19] d2.evaluation.evaluator INFO: Inference done 401/410. Dataloading: 0.0040 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1032 s/iter. ETA=0:00:00 [03/23 07:56:20] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.771578 (0.103140 s / iter per device, on 1 devices) [03/23 07:56:20] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.098471 s / iter per device, on 1 devices) [03/23 07:56:20] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 07:56:20] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 07:56:20] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 07:56:20] d2.evaluation.testing INFO: copypaste: 0.8512,4.7423,0.0173 [03/23 07:56:20] d2.data.common INFO: Serializing the dataset using: [03/23 07:56:20] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 07:56:20] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 07:56:20] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 07:56:20] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 07:56:24] d2.evaluation.evaluator INFO: Inference done 30/410. Dataloading: 0.0095 s/iter. Inference: 0.0975 s/iter. Eval: 0.0002 s/iter. Total: 0.1072 s/iter. ETA=0:00:40 [03/23 07:56:29] d2.evaluation.evaluator INFO: Inference done 82/410. Dataloading: 0.0047 s/iter. Inference: 0.0956 s/iter. Eval: 0.0002 s/iter. Total: 0.1006 s/iter. ETA=0:00:32 [03/23 07:56:34] d2.evaluation.evaluator INFO: Inference done 133/410. Dataloading: 0.0040 s/iter. Inference: 0.0955 s/iter. Eval: 0.0002 s/iter. Total: 0.0998 s/iter. ETA=0:00:27 [03/23 07:56:39] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0039 s/iter. Inference: 0.0986 s/iter. Eval: 0.0002 s/iter. Total: 0.1028 s/iter. ETA=0:00:23 [03/23 07:56:44] d2.evaluation.evaluator INFO: Inference done 228/410. Dataloading: 0.0037 s/iter. Inference: 0.0984 s/iter. Eval: 0.0002 s/iter. Total: 0.1023 s/iter. ETA=0:00:18 [03/23 07:56:49] d2.evaluation.evaluator INFO: Inference done 278/410. Dataloading: 0.0038 s/iter. Inference: 0.0982 s/iter. Eval: 0.0002 s/iter. Total: 0.1023 s/iter. ETA=0:00:13 [03/23 07:56:54] d2.evaluation.evaluator INFO: Inference done 325/410. Dataloading: 0.0038 s/iter. Inference: 0.0989 s/iter. Eval: 0.0003 s/iter. Total: 0.1030 s/iter. ETA=0:00:08 [03/23 07:56:59] d2.evaluation.evaluator INFO: Inference done 372/410. Dataloading: 0.0037 s/iter. Inference: 0.0995 s/iter. Eval: 0.0003 s/iter. Total: 0.1035 s/iter. ETA=0:00:03 [03/23 07:57:03] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.899516 (0.103456 s / iter per device, on 1 devices) [03/23 07:57:03] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099268 s / iter per device, on 1 devices) [03/23 07:57:04] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 07:57:04] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 07:57:04] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 07:57:04] d2.evaluation.testing INFO: copypaste: 1.3402,7.4661,0.0274 [03/23 07:57:04] d2.utils.events INFO: eta: 18:11:16 iter: 27999 total_loss: 1.443 loss_cls: 0.007079 loss_box_reg: 0.02056 loss_rpn_cls: 0.001083 loss_rpn_loc: 0.001519 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01415 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002826 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.5626 last_time: 1.3065 data_time: 0.0082 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 07:57:28] d2.utils.events INFO: eta: 18:09:41 iter: 28019 total_loss: 1.448 loss_cls: 0.005617 loss_box_reg: 0.01878 loss_rpn_cls: 0.001148 loss_rpn_loc: 0.001111 loss_D_img_s: 0.7577 loss_cls_pseudo: 0.01671 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003684 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6365 time: 0.5630 last_time: 1.4405 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 07:57:53] d2.utils.events INFO: eta: 18:09:16 iter: 28039 total_loss: 1.455 loss_cls: 0.006656 loss_box_reg: 0.0211 loss_rpn_cls: 0.001255 loss_rpn_loc: 0.001755 loss_D_img_s: 0.6897 loss_cls_pseudo: 0.01239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003994 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.5635 last_time: 1.5098 data_time: 0.0081 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 07:58:17] d2.utils.events INFO: eta: 18:08:16 iter: 28059 total_loss: 1.43 loss_cls: 0.004401 loss_box_reg: 0.0164 loss_rpn_cls: 0.0009567 loss_rpn_loc: 0.001405 loss_D_img_s: 0.5873 loss_cls_pseudo: 0.0115 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7952 time: 0.5640 last_time: 1.2055 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 07:58:42] d2.utils.events INFO: eta: 18:06:35 iter: 28079 total_loss: 1.439 loss_cls: 0.006998 loss_box_reg: 0.01874 loss_rpn_cls: 0.0007328 loss_rpn_loc: 0.0009904 loss_D_img_s: 0.6437 loss_cls_pseudo: 0.01481 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7465 time: 0.5645 last_time: 1.1256 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 07:59:06] d2.utils.events INFO: eta: 18:05:15 iter: 28099 total_loss: 1.443 loss_cls: 0.005297 loss_box_reg: 0.01764 loss_rpn_cls: 0.0007661 loss_rpn_loc: 0.001293 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01438 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004059 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.5649 last_time: 1.1400 data_time: 0.0078 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 07:59:31] d2.utils.events INFO: eta: 18:05:44 iter: 28119 total_loss: 1.443 loss_cls: 0.008767 loss_box_reg: 0.02187 loss_rpn_cls: 0.0008041 loss_rpn_loc: 0.00117 loss_D_img_s: 0.7345 loss_cls_pseudo: 0.01943 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00583 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6538 time: 0.5654 last_time: 1.3736 data_time: 0.0087 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 07:59:56] d2.utils.events INFO: eta: 18:05:21 iter: 28139 total_loss: 1.447 loss_cls: 0.006905 loss_box_reg: 0.02026 loss_rpn_cls: 0.001525 loss_rpn_loc: 0.001401 loss_D_img_s: 0.7367 loss_cls_pseudo: 0.026 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006304 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6487 time: 0.5659 last_time: 1.2932 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 08:00:21] d2.utils.events INFO: eta: 18:05:20 iter: 28159 total_loss: 1.433 loss_cls: 0.007407 loss_box_reg: 0.0217 loss_rpn_cls: 0.001219 loss_rpn_loc: 0.001346 loss_D_img_s: 0.701 loss_cls_pseudo: 0.01548 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005097 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6745 time: 0.5664 last_time: 1.2990 data_time: 0.0086 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 08:00:45] d2.utils.events INFO: eta: 18:06:35 iter: 28179 total_loss: 1.442 loss_cls: 0.006481 loss_box_reg: 0.01692 loss_rpn_cls: 0.0005217 loss_rpn_loc: 0.001491 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.01474 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00462 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 0.5668 last_time: 1.5270 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 08:01:09] d2.utils.events INFO: eta: 18:05:59 iter: 28199 total_loss: 1.439 loss_cls: 0.007967 loss_box_reg: 0.02022 loss_rpn_cls: 0.0011 loss_rpn_loc: 0.00146 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01578 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001764 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.5673 last_time: 1.1085 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 08:01:34] d2.utils.events INFO: eta: 18:06:43 iter: 28219 total_loss: 1.453 loss_cls: 0.007156 loss_box_reg: 0.02021 loss_rpn_cls: 0.001353 loss_rpn_loc: 0.001475 loss_D_img_s: 0.7038 loss_cls_pseudo: 0.02068 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002698 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6807 time: 0.5678 last_time: 1.2845 data_time: 0.0082 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 08:01:59] d2.utils.events INFO: eta: 18:05:48 iter: 28239 total_loss: 1.433 loss_cls: 0.00813 loss_box_reg: 0.02365 loss_rpn_cls: 0.00146 loss_rpn_loc: 0.001222 loss_D_img_s: 0.6958 loss_cls_pseudo: 0.01124 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003221 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.5682 last_time: 1.3122 data_time: 0.0083 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 08:02:23] d2.utils.events INFO: eta: 18:06:11 iter: 28259 total_loss: 1.431 loss_cls: 0.008079 loss_box_reg: 0.02236 loss_rpn_cls: 0.002203 loss_rpn_loc: 0.001246 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.01538 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6612 time: 0.5687 last_time: 1.0820 data_time: 0.0085 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 08:02:48] d2.utils.events INFO: eta: 18:04:44 iter: 28279 total_loss: 1.44 loss_cls: 0.008223 loss_box_reg: 0.02101 loss_rpn_cls: 0.002084 loss_rpn_loc: 0.001295 loss_D_img_s: 0.6811 loss_cls_pseudo: 0.02353 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6806 time: 0.5692 last_time: 1.5042 data_time: 0.0087 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 08:03:13] d2.utils.events INFO: eta: 18:05:20 iter: 28299 total_loss: 1.428 loss_cls: 0.007464 loss_box_reg: 0.01938 loss_rpn_cls: 0.0008678 loss_rpn_loc: 0.001253 loss_D_img_s: 0.6698 loss_cls_pseudo: 0.02193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.5697 last_time: 1.2714 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 08:03:37] d2.utils.events INFO: eta: 18:03:43 iter: 28319 total_loss: 1.411 loss_cls: 0.008735 loss_box_reg: 0.02252 loss_rpn_cls: 0.002237 loss_rpn_loc: 0.001128 loss_D_img_s: 0.6831 loss_cls_pseudo: 0.01327 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6781 time: 0.5701 last_time: 1.2514 data_time: 0.0077 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 08:04:02] d2.utils.events INFO: eta: 18:03:30 iter: 28339 total_loss: 1.425 loss_cls: 0.009025 loss_box_reg: 0.0262 loss_rpn_cls: 0.001376 loss_rpn_loc: 0.001245 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.02283 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007301 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 0.5706 last_time: 1.1138 data_time: 0.0075 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 08:04:27] d2.utils.events INFO: eta: 18:03:04 iter: 28359 total_loss: 1.436 loss_cls: 0.006765 loss_box_reg: 0.01922 loss_rpn_cls: 0.001021 loss_rpn_loc: 0.001465 loss_D_img_s: 0.6644 loss_cls_pseudo: 0.0253 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007219 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6972 time: 0.5710 last_time: 1.1388 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 08:04:50] d2.utils.events INFO: eta: 18:02:07 iter: 28379 total_loss: 1.445 loss_cls: 0.008364 loss_box_reg: 0.02033 loss_rpn_cls: 0.0009568 loss_rpn_loc: 0.00114 loss_D_img_s: 0.6938 loss_cls_pseudo: 0.02477 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00642 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6806 time: 0.5715 last_time: 1.3095 data_time: 0.0085 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 08:05:14] d2.utils.events INFO: eta: 18:01:10 iter: 28399 total_loss: 1.436 loss_cls: 0.007151 loss_box_reg: 0.02083 loss_rpn_cls: 0.00154 loss_rpn_loc: 0.001101 loss_D_img_s: 0.6816 loss_cls_pseudo: 0.01054 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.5719 last_time: 1.2456 data_time: 0.0080 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 08:05:40] d2.utils.events INFO: eta: 18:01:37 iter: 28419 total_loss: 1.431 loss_cls: 0.007767 loss_box_reg: 0.01919 loss_rpn_cls: 0.0006356 loss_rpn_loc: 0.001269 loss_D_img_s: 0.6921 loss_cls_pseudo: 0.01489 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001558 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 0.5724 last_time: 1.3158 data_time: 0.0088 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 08:06:04] d2.utils.events INFO: eta: 18:02:24 iter: 28439 total_loss: 1.439 loss_cls: 0.008043 loss_box_reg: 0.02088 loss_rpn_cls: 0.001312 loss_rpn_loc: 0.001041 loss_D_img_s: 0.7016 loss_cls_pseudo: 0.02204 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003599 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.669 time: 0.5729 last_time: 1.2713 data_time: 0.0081 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 08:06:29] d2.utils.events INFO: eta: 18:02:11 iter: 28459 total_loss: 1.433 loss_cls: 0.008932 loss_box_reg: 0.02371 loss_rpn_cls: 0.001248 loss_rpn_loc: 0.001164 loss_D_img_s: 0.7086 loss_cls_pseudo: 0.01463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6657 time: 0.5733 last_time: 1.1337 data_time: 0.0089 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 08:06:54] d2.utils.events INFO: eta: 18:02:03 iter: 28479 total_loss: 1.437 loss_cls: 0.007564 loss_box_reg: 0.01753 loss_rpn_cls: 0.0009837 loss_rpn_loc: 0.001458 loss_D_img_s: 0.681 loss_cls_pseudo: 0.02368 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003435 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.5738 last_time: 1.3107 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 08:07:18] d2.utils.events INFO: eta: 18:00:27 iter: 28499 total_loss: 1.437 loss_cls: 0.006214 loss_box_reg: 0.01951 loss_rpn_cls: 0.0005364 loss_rpn_loc: 0.001051 loss_D_img_s: 0.6756 loss_cls_pseudo: 0.0159 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002458 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7077 time: 0.5743 last_time: 1.1604 data_time: 0.0080 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 08:07:43] d2.utils.events INFO: eta: 18:00:43 iter: 28519 total_loss: 1.434 loss_cls: 0.008352 loss_box_reg: 0.02309 loss_rpn_cls: 0.001487 loss_rpn_loc: 0.001154 loss_D_img_s: 0.6792 loss_cls_pseudo: 0.009687 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6972 time: 0.5747 last_time: 1.1150 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 08:08:07] d2.utils.events INFO: eta: 17:59:17 iter: 28539 total_loss: 1.434 loss_cls: 0.007023 loss_box_reg: 0.02226 loss_rpn_cls: 0.0009847 loss_rpn_loc: 0.001394 loss_D_img_s: 0.6803 loss_cls_pseudo: 0.01763 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6925 time: 0.5752 last_time: 1.3134 data_time: 0.0075 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 08:08:32] d2.utils.events INFO: eta: 17:58:53 iter: 28559 total_loss: 1.428 loss_cls: 0.007013 loss_box_reg: 0.01892 loss_rpn_cls: 0.001412 loss_rpn_loc: 0.001762 loss_D_img_s: 0.6642 loss_cls_pseudo: 0.01406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002654 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7042 time: 0.5756 last_time: 1.1156 data_time: 0.0082 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 08:08:56] d2.utils.events INFO: eta: 17:58:33 iter: 28579 total_loss: 1.444 loss_cls: 0.005534 loss_box_reg: 0.01966 loss_rpn_cls: 0.0009336 loss_rpn_loc: 0.001292 loss_D_img_s: 0.6851 loss_cls_pseudo: 0.01874 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.5761 last_time: 1.1141 data_time: 0.0081 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 08:09:21] d2.utils.events INFO: eta: 17:58:02 iter: 28599 total_loss: 1.449 loss_cls: 0.008476 loss_box_reg: 0.02383 loss_rpn_cls: 0.001394 loss_rpn_loc: 0.001459 loss_D_img_s: 0.6843 loss_cls_pseudo: 0.01749 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006499 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.5765 last_time: 1.0840 data_time: 0.0088 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 08:09:46] d2.utils.events INFO: eta: 17:57:36 iter: 28619 total_loss: 1.445 loss_cls: 0.0059 loss_box_reg: 0.01759 loss_rpn_cls: 0.0008681 loss_rpn_loc: 0.001337 loss_D_img_s: 0.6813 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003126 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7026 time: 0.5770 last_time: 1.3190 data_time: 0.0080 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 08:10:10] d2.utils.events INFO: eta: 17:55:36 iter: 28639 total_loss: 1.444 loss_cls: 0.008159 loss_box_reg: 0.01966 loss_rpn_cls: 0.001162 loss_rpn_loc: 0.001211 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.01614 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005744 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6856 time: 0.5774 last_time: 1.0929 data_time: 0.0081 last_data_time: 0.0108 lr: 0.01 max_mem: 12686M [03/23 08:10:35] d2.utils.events INFO: eta: 17:54:03 iter: 28659 total_loss: 1.435 loss_cls: 0.008697 loss_box_reg: 0.02376 loss_rpn_cls: 0.001584 loss_rpn_loc: 0.001155 loss_D_img_s: 0.7234 loss_cls_pseudo: 0.01793 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005018 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6455 time: 0.5779 last_time: 1.1224 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 08:10:59] d2.utils.events INFO: eta: 17:55:56 iter: 28679 total_loss: 1.438 loss_cls: 0.007763 loss_box_reg: 0.02082 loss_rpn_cls: 0.001197 loss_rpn_loc: 0.001272 loss_D_img_s: 0.7074 loss_cls_pseudo: 0.02714 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004057 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6674 time: 0.5783 last_time: 1.1231 data_time: 0.0088 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 08:11:23] d2.utils.events INFO: eta: 17:54:53 iter: 28699 total_loss: 1.441 loss_cls: 0.009676 loss_box_reg: 0.02385 loss_rpn_cls: 0.001349 loss_rpn_loc: 0.00158 loss_D_img_s: 0.6514 loss_cls_pseudo: 0.01314 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001637 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7323 time: 0.5788 last_time: 1.3196 data_time: 0.0086 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 08:11:48] d2.utils.events INFO: eta: 17:53:36 iter: 28719 total_loss: 1.431 loss_cls: 0.005095 loss_box_reg: 0.01671 loss_rpn_cls: 0.0008976 loss_rpn_loc: 0.001098 loss_D_img_s: 0.6564 loss_cls_pseudo: 0.00857 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001872 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7269 time: 0.5793 last_time: 1.1172 data_time: 0.0082 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 08:12:13] d2.utils.events INFO: eta: 17:51:11 iter: 28739 total_loss: 1.424 loss_cls: 0.008259 loss_box_reg: 0.01728 loss_rpn_cls: 0.0007551 loss_rpn_loc: 0.00132 loss_D_img_s: 0.6521 loss_cls_pseudo: 0.01462 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003442 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7211 time: 0.5797 last_time: 1.1415 data_time: 0.0080 last_data_time: 0.0060 lr: 0.01 max_mem: 12686M [03/23 08:12:37] d2.utils.events INFO: eta: 17:49:29 iter: 28759 total_loss: 1.441 loss_cls: 0.007605 loss_box_reg: 0.0193 loss_rpn_cls: 0.001443 loss_rpn_loc: 0.001219 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.01382 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6797 time: 0.5801 last_time: 1.0708 data_time: 0.0082 last_data_time: 0.0114 lr: 0.01 max_mem: 12686M [03/23 08:13:02] d2.utils.events INFO: eta: 17:48:56 iter: 28779 total_loss: 1.433 loss_cls: 0.007149 loss_box_reg: 0.01864 loss_rpn_cls: 0.001529 loss_rpn_loc: 0.001278 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.01545 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002524 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6779 time: 0.5806 last_time: 1.4589 data_time: 0.0088 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 08:13:26] d2.utils.events INFO: eta: 17:48:11 iter: 28799 total_loss: 1.432 loss_cls: 0.009275 loss_box_reg: 0.01799 loss_rpn_cls: 0.002037 loss_rpn_loc: 0.001087 loss_D_img_s: 0.7335 loss_cls_pseudo: 0.01685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002805 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6472 time: 0.5811 last_time: 1.2593 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 08:13:52] d2.utils.events INFO: eta: 17:48:09 iter: 28819 total_loss: 1.438 loss_cls: 0.007409 loss_box_reg: 0.02113 loss_rpn_cls: 0.001365 loss_rpn_loc: 0.001168 loss_D_img_s: 0.7109 loss_cls_pseudo: 0.01813 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6639 time: 0.5815 last_time: 1.1012 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 08:14:17] d2.utils.events INFO: eta: 17:48:19 iter: 28839 total_loss: 1.443 loss_cls: 0.007822 loss_box_reg: 0.02386 loss_rpn_cls: 0.001215 loss_rpn_loc: 0.001522 loss_D_img_s: 0.7629 loss_cls_pseudo: 0.01335 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001877 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6264 time: 0.5820 last_time: 1.1106 data_time: 0.0082 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 08:14:42] d2.utils.events INFO: eta: 17:45:27 iter: 28859 total_loss: 1.435 loss_cls: 0.004149 loss_box_reg: 0.01812 loss_rpn_cls: 0.0006487 loss_rpn_loc: 0.0008897 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.01079 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 0.5825 last_time: 1.1214 data_time: 0.0090 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 08:15:07] d2.utils.events INFO: eta: 17:41:15 iter: 28879 total_loss: 1.445 loss_cls: 0.0084 loss_box_reg: 0.02734 loss_rpn_cls: 0.002159 loss_rpn_loc: 0.001792 loss_D_img_s: 0.682 loss_cls_pseudo: 0.02136 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00461 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7033 time: 0.5829 last_time: 1.1289 data_time: 0.0084 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 08:15:32] d2.utils.events INFO: eta: 17:42:16 iter: 28899 total_loss: 1.459 loss_cls: 0.006435 loss_box_reg: 0.02042 loss_rpn_cls: 0.0008854 loss_rpn_loc: 0.001339 loss_D_img_s: 0.6347 loss_cls_pseudo: 0.02471 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005565 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7394 time: 0.5834 last_time: 1.2875 data_time: 0.0084 last_data_time: 0.0145 lr: 0.01 max_mem: 12686M [03/23 08:15:57] d2.utils.events INFO: eta: 17:41:51 iter: 28919 total_loss: 1.45 loss_cls: 0.006918 loss_box_reg: 0.02542 loss_rpn_cls: 0.0007115 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6594 loss_cls_pseudo: 0.01392 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004344 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7355 time: 0.5838 last_time: 1.2415 data_time: 0.0079 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 08:16:22] d2.utils.events INFO: eta: 17:40:35 iter: 28939 total_loss: 1.44 loss_cls: 0.006073 loss_box_reg: 0.01803 loss_rpn_cls: 0.0009671 loss_rpn_loc: 0.001349 loss_D_img_s: 0.7194 loss_cls_pseudo: 0.02003 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6671 time: 0.5843 last_time: 1.2806 data_time: 0.0083 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 08:16:47] d2.utils.events INFO: eta: 17:39:35 iter: 28959 total_loss: 1.433 loss_cls: 0.00878 loss_box_reg: 0.02538 loss_rpn_cls: 0.002228 loss_rpn_loc: 0.00128 loss_D_img_s: 0.683 loss_cls_pseudo: 0.01269 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002155 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.5848 last_time: 1.1208 data_time: 0.0076 last_data_time: 0.0058 lr: 0.01 max_mem: 12686M [03/23 08:17:12] d2.utils.events INFO: eta: 17:39:01 iter: 28979 total_loss: 1.44 loss_cls: 0.007632 loss_box_reg: 0.0216 loss_rpn_cls: 0.001528 loss_rpn_loc: 0.001697 loss_D_img_s: 0.6717 loss_cls_pseudo: 0.01228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002051 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7133 time: 0.5852 last_time: 1.1286 data_time: 0.0085 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 08:17:36] d2.data.common INFO: Serializing the dataset using: [03/23 08:17:36] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 08:17:36] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 08:17:36] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 08:17:36] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 08:17:37] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0024 s/iter. Inference: 0.0884 s/iter. Eval: 0.0002 s/iter. Total: 0.0911 s/iter. ETA=0:00:36 [03/23 08:17:42] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0037 s/iter. Inference: 0.0968 s/iter. Eval: 0.0004 s/iter. Total: 0.1009 s/iter. ETA=0:00:35 [03/23 08:17:47] d2.evaluation.evaluator INFO: Inference done 107/410. Dataloading: 0.0038 s/iter. Inference: 0.0997 s/iter. Eval: 0.0004 s/iter. Total: 0.1039 s/iter. ETA=0:00:31 [03/23 08:17:52] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0040 s/iter. Inference: 0.0977 s/iter. Eval: 0.0004 s/iter. Total: 0.1021 s/iter. ETA=0:00:25 [03/23 08:17:57] d2.evaluation.evaluator INFO: Inference done 207/410. Dataloading: 0.0037 s/iter. Inference: 0.0980 s/iter. Eval: 0.0004 s/iter. Total: 0.1021 s/iter. ETA=0:00:20 [03/23 08:18:02] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0037 s/iter. Inference: 0.0982 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:15 [03/23 08:18:07] d2.evaluation.evaluator INFO: Inference done 305/410. Dataloading: 0.0037 s/iter. Inference: 0.0983 s/iter. Eval: 0.0003 s/iter. Total: 0.1025 s/iter. ETA=0:00:10 [03/23 08:18:12] d2.evaluation.evaluator INFO: Inference done 356/410. Dataloading: 0.0035 s/iter. Inference: 0.0981 s/iter. Eval: 0.0003 s/iter. Total: 0.1020 s/iter. ETA=0:00:05 [03/23 08:18:17] d2.evaluation.evaluator INFO: Inference done 408/410. Dataloading: 0.0035 s/iter. Inference: 0.0974 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:00 [03/23 08:18:18] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.164195 (0.101640 s / iter per device, on 1 devices) [03/23 08:18:18] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097494 s / iter per device, on 1 devices) [03/23 08:18:18] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 08:18:18] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 08:18:18] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 08:18:18] d2.evaluation.testing INFO: copypaste: 2.1245,9.2552,0.0000 [03/23 08:18:18] d2.data.common INFO: Serializing the dataset using: [03/23 08:18:18] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 08:18:18] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 08:18:18] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 08:18:18] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 08:18:22] d2.evaluation.evaluator INFO: Inference done 35/410. Dataloading: 0.0063 s/iter. Inference: 0.0997 s/iter. Eval: 0.0002 s/iter. Total: 0.1063 s/iter. ETA=0:00:39 [03/23 08:18:27] d2.evaluation.evaluator INFO: Inference done 84/410. Dataloading: 0.0047 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1041 s/iter. ETA=0:00:33 [03/23 08:18:32] d2.evaluation.evaluator INFO: Inference done 133/410. Dataloading: 0.0055 s/iter. Inference: 0.0976 s/iter. Eval: 0.0002 s/iter. Total: 0.1034 s/iter. ETA=0:00:28 [03/23 08:18:37] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0060 s/iter. Inference: 0.0994 s/iter. Eval: 0.0002 s/iter. Total: 0.1057 s/iter. ETA=0:00:24 [03/23 08:18:43] d2.evaluation.evaluator INFO: Inference done 225/410. Dataloading: 0.0054 s/iter. Inference: 0.1004 s/iter. Eval: 0.0003 s/iter. Total: 0.1062 s/iter. ETA=0:00:19 [03/23 08:18:48] d2.evaluation.evaluator INFO: Inference done 273/410. Dataloading: 0.0053 s/iter. Inference: 0.1005 s/iter. Eval: 0.0003 s/iter. Total: 0.1062 s/iter. ETA=0:00:14 [03/23 08:18:53] d2.evaluation.evaluator INFO: Inference done 321/410. Dataloading: 0.0052 s/iter. Inference: 0.1006 s/iter. Eval: 0.0003 s/iter. Total: 0.1061 s/iter. ETA=0:00:09 [03/23 08:18:58] d2.evaluation.evaluator INFO: Inference done 368/410. Dataloading: 0.0051 s/iter. Inference: 0.1007 s/iter. Eval: 0.0003 s/iter. Total: 0.1062 s/iter. ETA=0:00:04 [03/23 08:19:02] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.022151 (0.106228 s / iter per device, on 1 devices) [03/23 08:19:02] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100743 s / iter per device, on 1 devices) [03/23 08:19:02] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 08:19:02] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 08:19:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 08:19:02] d2.evaluation.testing INFO: copypaste: 1.1294,7.0196,0.3731 [03/23 08:19:02] d2.utils.events INFO: eta: 17:38:01 iter: 28999 total_loss: 1.443 loss_cls: 0.005388 loss_box_reg: 0.0192 loss_rpn_cls: 0.0006884 loss_rpn_loc: 0.001284 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01642 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004149 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.5856 last_time: 1.3745 data_time: 0.0082 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 08:19:28] d2.utils.events INFO: eta: 17:38:20 iter: 29019 total_loss: 1.457 loss_cls: 0.006163 loss_box_reg: 0.01764 loss_rpn_cls: 0.0007796 loss_rpn_loc: 0.001319 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.02039 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6971 time: 0.5861 last_time: 1.1569 data_time: 0.0083 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 08:19:53] d2.utils.events INFO: eta: 17:37:31 iter: 29039 total_loss: 1.434 loss_cls: 0.00571 loss_box_reg: 0.01695 loss_rpn_cls: 0.0009698 loss_rpn_loc: 0.001317 loss_D_img_s: 0.6796 loss_cls_pseudo: 0.01223 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002986 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 0.5866 last_time: 1.1256 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 08:20:18] d2.utils.events INFO: eta: 17:37:43 iter: 29059 total_loss: 1.451 loss_cls: 0.006078 loss_box_reg: 0.01657 loss_rpn_cls: 0.001436 loss_rpn_loc: 0.001167 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.01941 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006932 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6734 time: 0.5870 last_time: 1.2759 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 08:20:43] d2.utils.events INFO: eta: 17:37:41 iter: 29079 total_loss: 1.464 loss_cls: 0.009528 loss_box_reg: 0.01969 loss_rpn_cls: 0.001286 loss_rpn_loc: 0.001053 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.02281 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007056 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.5875 last_time: 1.4492 data_time: 0.0078 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 08:21:07] d2.utils.events INFO: eta: 17:37:16 iter: 29099 total_loss: 1.443 loss_cls: 0.007093 loss_box_reg: 0.01753 loss_rpn_cls: 0.001409 loss_rpn_loc: 0.001527 loss_D_img_s: 0.729 loss_cls_pseudo: 0.02105 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003459 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6545 time: 0.5879 last_time: 1.1266 data_time: 0.0076 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 08:21:32] d2.utils.events INFO: eta: 17:37:08 iter: 29119 total_loss: 1.467 loss_cls: 0.009977 loss_box_reg: 0.02233 loss_rpn_cls: 0.001448 loss_rpn_loc: 0.001192 loss_D_img_s: 0.69 loss_cls_pseudo: 0.02465 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.5883 last_time: 1.2684 data_time: 0.0090 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 08:21:55] d2.utils.events INFO: eta: 17:35:27 iter: 29139 total_loss: 1.439 loss_cls: 0.006708 loss_box_reg: 0.01798 loss_rpn_cls: 0.001336 loss_rpn_loc: 0.001096 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.01785 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003128 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 0.5887 last_time: 1.0977 data_time: 0.0081 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 08:22:20] d2.utils.events INFO: eta: 17:34:48 iter: 29159 total_loss: 1.433 loss_cls: 0.005643 loss_box_reg: 0.01847 loss_rpn_cls: 0.0007281 loss_rpn_loc: 0.00186 loss_D_img_s: 0.7146 loss_cls_pseudo: 0.01346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003487 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6678 time: 0.5892 last_time: 1.1483 data_time: 0.0081 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 08:22:43] d2.utils.events INFO: eta: 17:33:37 iter: 29179 total_loss: 1.438 loss_cls: 0.007446 loss_box_reg: 0.02107 loss_rpn_cls: 0.000913 loss_rpn_loc: 0.001451 loss_D_img_s: 0.7051 loss_cls_pseudo: 0.01365 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001709 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6761 time: 0.5896 last_time: 1.1080 data_time: 0.0076 last_data_time: 0.0058 lr: 0.01 max_mem: 12686M [03/23 08:23:07] d2.utils.events INFO: eta: 17:33:04 iter: 29199 total_loss: 1.449 loss_cls: 0.006108 loss_box_reg: 0.01922 loss_rpn_cls: 0.0007104 loss_rpn_loc: 0.001092 loss_D_img_s: 0.6662 loss_cls_pseudo: 0.01775 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004335 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7188 time: 0.5900 last_time: 1.2720 data_time: 0.0075 last_data_time: 0.0107 lr: 0.01 max_mem: 12686M [03/23 08:23:32] d2.utils.events INFO: eta: 17:31:50 iter: 29219 total_loss: 1.443 loss_cls: 0.005505 loss_box_reg: 0.01572 loss_rpn_cls: 0.0009863 loss_rpn_loc: 0.000926 loss_D_img_s: 0.6988 loss_cls_pseudo: 0.01604 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004177 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.5904 last_time: 1.1475 data_time: 0.0078 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 08:23:57] d2.utils.events INFO: eta: 17:31:42 iter: 29239 total_loss: 1.441 loss_cls: 0.006042 loss_box_reg: 0.01812 loss_rpn_cls: 0.001416 loss_rpn_loc: 0.001017 loss_D_img_s: 0.7161 loss_cls_pseudo: 0.01467 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0055 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6709 time: 0.5909 last_time: 1.3267 data_time: 0.0077 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 08:24:21] d2.utils.events INFO: eta: 17:31:08 iter: 29259 total_loss: 1.443 loss_cls: 0.007556 loss_box_reg: 0.02157 loss_rpn_cls: 0.0009486 loss_rpn_loc: 0.001609 loss_D_img_s: 0.7176 loss_cls_pseudo: 0.0175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002912 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6686 time: 0.5913 last_time: 1.2793 data_time: 0.0093 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 08:24:45] d2.utils.events INFO: eta: 17:29:54 iter: 29279 total_loss: 1.445 loss_cls: 0.007874 loss_box_reg: 0.02201 loss_rpn_cls: 0.002003 loss_rpn_loc: 0.001482 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.01353 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00302 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.5917 last_time: 1.4373 data_time: 0.0094 last_data_time: 0.0105 lr: 0.01 max_mem: 12686M [03/23 08:25:10] d2.utils.events INFO: eta: 17:29:06 iter: 29299 total_loss: 1.43 loss_cls: 0.007114 loss_box_reg: 0.02254 loss_rpn_cls: 0.001192 loss_rpn_loc: 0.001234 loss_D_img_s: 0.6637 loss_cls_pseudo: 0.01508 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001898 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7144 time: 0.5922 last_time: 1.3576 data_time: 0.0086 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 08:25:34] d2.utils.events INFO: eta: 17:28:41 iter: 29319 total_loss: 1.424 loss_cls: 0.007946 loss_box_reg: 0.01831 loss_rpn_cls: 0.002215 loss_rpn_loc: 0.001428 loss_D_img_s: 0.639 loss_cls_pseudo: 0.01404 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7366 time: 0.5926 last_time: 1.1567 data_time: 0.0087 last_data_time: 0.0106 lr: 0.01 max_mem: 12686M [03/23 08:25:59] d2.utils.events INFO: eta: 17:27:44 iter: 29339 total_loss: 1.433 loss_cls: 0.005443 loss_box_reg: 0.01661 loss_rpn_cls: 0.0009448 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6738 loss_cls_pseudo: 0.01628 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005777 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.705 time: 0.5930 last_time: 1.1753 data_time: 0.0087 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 08:26:23] d2.utils.events INFO: eta: 17:26:55 iter: 29359 total_loss: 1.417 loss_cls: 0.006726 loss_box_reg: 0.01652 loss_rpn_cls: 0.001046 loss_rpn_loc: 0.0008994 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.01459 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005825 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 0.5935 last_time: 1.1396 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 08:26:47] d2.utils.events INFO: eta: 17:26:13 iter: 29379 total_loss: 1.443 loss_cls: 0.00709 loss_box_reg: 0.01967 loss_rpn_cls: 0.001116 loss_rpn_loc: 0.001074 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.01782 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00341 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 0.5939 last_time: 1.3351 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 08:27:11] d2.utils.events INFO: eta: 17:25:48 iter: 29399 total_loss: 1.442 loss_cls: 0.005377 loss_box_reg: 0.0164 loss_rpn_cls: 0.0005218 loss_rpn_loc: 0.001338 loss_D_img_s: 0.7228 loss_cls_pseudo: 0.02095 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005521 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6628 time: 0.5943 last_time: 1.1270 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 08:27:36] d2.utils.events INFO: eta: 17:24:56 iter: 29419 total_loss: 1.445 loss_cls: 0.005007 loss_box_reg: 0.01638 loss_rpn_cls: 0.0004781 loss_rpn_loc: 0.00119 loss_D_img_s: 0.7034 loss_cls_pseudo: 0.02303 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004683 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.5947 last_time: 1.1428 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 08:28:00] d2.utils.events INFO: eta: 17:24:31 iter: 29439 total_loss: 1.433 loss_cls: 0.008638 loss_box_reg: 0.01835 loss_rpn_cls: 0.0008555 loss_rpn_loc: 0.001398 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.02474 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006283 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 0.5951 last_time: 1.2762 data_time: 0.0086 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 08:28:25] d2.utils.events INFO: eta: 17:22:40 iter: 29459 total_loss: 1.43 loss_cls: 0.007572 loss_box_reg: 0.01874 loss_rpn_cls: 0.0009393 loss_rpn_loc: 0.001455 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.01618 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004463 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6776 time: 0.5956 last_time: 1.6307 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 08:28:59] d2.utils.events INFO: eta: 17:24:18 iter: 29479 total_loss: 1.42 loss_cls: 0.004716 loss_box_reg: 0.01631 loss_rpn_cls: 0.0005299 loss_rpn_loc: 0.0012 loss_D_img_s: 0.6423 loss_cls_pseudo: 0.01335 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004991 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7299 time: 0.5963 last_time: 1.6750 data_time: 0.0078 last_data_time: 0.0115 lr: 0.01 max_mem: 12686M [03/23 08:29:24] d2.utils.events INFO: eta: 17:23:53 iter: 29499 total_loss: 1.439 loss_cls: 0.007043 loss_box_reg: 0.02091 loss_rpn_cls: 0.001211 loss_rpn_loc: 0.001218 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.0188 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003495 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 0.5968 last_time: 1.2578 data_time: 0.0080 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 08:29:48] d2.utils.events INFO: eta: 17:23:28 iter: 29519 total_loss: 1.435 loss_cls: 0.00735 loss_box_reg: 0.01957 loss_rpn_cls: 0.001087 loss_rpn_loc: 0.0013 loss_D_img_s: 0.6729 loss_cls_pseudo: 0.01602 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005225 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 0.5972 last_time: 1.4902 data_time: 0.0083 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 08:30:13] d2.utils.events INFO: eta: 17:24:01 iter: 29539 total_loss: 1.43 loss_cls: 0.00556 loss_box_reg: 0.01777 loss_rpn_cls: 0.0008087 loss_rpn_loc: 0.001487 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.01803 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003573 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.5976 last_time: 1.1365 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 08:30:37] d2.utils.events INFO: eta: 17:23:11 iter: 29559 total_loss: 1.429 loss_cls: 0.006585 loss_box_reg: 0.01827 loss_rpn_cls: 0.0009782 loss_rpn_loc: 0.001293 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.007978 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.5980 last_time: 1.2656 data_time: 0.0081 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 08:31:02] d2.utils.events INFO: eta: 17:23:18 iter: 29579 total_loss: 1.444 loss_cls: 0.006201 loss_box_reg: 0.02047 loss_rpn_cls: 0.0009861 loss_rpn_loc: 0.000975 loss_D_img_s: 0.7321 loss_cls_pseudo: 0.01713 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005249 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.659 time: 0.5985 last_time: 1.1956 data_time: 0.0083 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 08:31:27] d2.utils.events INFO: eta: 17:23:27 iter: 29599 total_loss: 1.446 loss_cls: 0.006319 loss_box_reg: 0.01737 loss_rpn_cls: 0.0009296 loss_rpn_loc: 0.001201 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.01997 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004681 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6741 time: 0.5989 last_time: 1.1219 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 08:31:51] d2.utils.events INFO: eta: 17:21:24 iter: 29619 total_loss: 1.435 loss_cls: 0.006372 loss_box_reg: 0.01652 loss_rpn_cls: 0.001179 loss_rpn_loc: 0.001563 loss_D_img_s: 0.677 loss_cls_pseudo: 0.01925 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003111 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7034 time: 0.5993 last_time: 1.1453 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 08:32:15] d2.utils.events INFO: eta: 17:21:32 iter: 29639 total_loss: 1.457 loss_cls: 0.01 loss_box_reg: 0.02027 loss_rpn_cls: 0.003275 loss_rpn_loc: 0.001458 loss_D_img_s: 0.7033 loss_cls_pseudo: 0.02142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006133 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.5997 last_time: 1.2898 data_time: 0.0079 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 08:32:40] d2.utils.events INFO: eta: 17:21:39 iter: 29659 total_loss: 1.427 loss_cls: 0.005525 loss_box_reg: 0.01708 loss_rpn_cls: 0.0009443 loss_rpn_loc: 0.001358 loss_D_img_s: 0.7239 loss_cls_pseudo: 0.01786 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003617 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6519 time: 0.6002 last_time: 1.1360 data_time: 0.0084 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 08:33:05] d2.utils.events INFO: eta: 17:21:47 iter: 29679 total_loss: 1.432 loss_cls: 0.007123 loss_box_reg: 0.02018 loss_rpn_cls: 0.001668 loss_rpn_loc: 0.001085 loss_D_img_s: 0.69 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002778 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.6006 last_time: 1.1480 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 08:33:29] d2.utils.events INFO: eta: 17:22:16 iter: 29699 total_loss: 1.432 loss_cls: 0.006234 loss_box_reg: 0.01761 loss_rpn_cls: 0.00143 loss_rpn_loc: 0.001098 loss_D_img_s: 0.6706 loss_cls_pseudo: 0.02037 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005298 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7107 time: 0.6010 last_time: 1.0721 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 08:33:54] d2.utils.events INFO: eta: 17:20:29 iter: 29719 total_loss: 1.425 loss_cls: 0.005373 loss_box_reg: 0.01701 loss_rpn_cls: 0.0008798 loss_rpn_loc: 0.001415 loss_D_img_s: 0.6543 loss_cls_pseudo: 0.01104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003439 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7224 time: 0.6014 last_time: 1.2674 data_time: 0.0086 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 08:34:19] d2.utils.events INFO: eta: 17:21:36 iter: 29739 total_loss: 1.447 loss_cls: 0.00583 loss_box_reg: 0.01627 loss_rpn_cls: 0.0008934 loss_rpn_loc: 0.001183 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.02755 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005462 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.6019 last_time: 1.2903 data_time: 0.0094 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 08:34:44] d2.utils.events INFO: eta: 17:21:19 iter: 29759 total_loss: 1.442 loss_cls: 0.005135 loss_box_reg: 0.02044 loss_rpn_cls: 0.0007128 loss_rpn_loc: 0.001098 loss_D_img_s: 0.7261 loss_cls_pseudo: 0.02049 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003845 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6616 time: 0.6023 last_time: 1.1283 data_time: 0.0079 last_data_time: 0.0109 lr: 0.01 max_mem: 12686M [03/23 08:35:09] d2.utils.events INFO: eta: 17:21:32 iter: 29779 total_loss: 1.462 loss_cls: 0.00755 loss_box_reg: 0.02396 loss_rpn_cls: 0.00133 loss_rpn_loc: 0.001204 loss_D_img_s: 0.7485 loss_cls_pseudo: 0.01803 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003237 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6376 time: 0.6027 last_time: 1.1164 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 08:35:34] d2.utils.events INFO: eta: 17:21:08 iter: 29799 total_loss: 1.433 loss_cls: 0.007984 loss_box_reg: 0.02111 loss_rpn_cls: 0.001047 loss_rpn_loc: 0.001343 loss_D_img_s: 0.6795 loss_cls_pseudo: 0.01841 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003319 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.6032 last_time: 1.0708 data_time: 0.0086 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 08:36:00] d2.utils.events INFO: eta: 17:20:14 iter: 29819 total_loss: 1.453 loss_cls: 0.006117 loss_box_reg: 0.01897 loss_rpn_cls: 0.00128 loss_rpn_loc: 0.001482 loss_D_img_s: 0.6471 loss_cls_pseudo: 0.02418 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005321 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7466 time: 0.6036 last_time: 1.3137 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 08:36:25] d2.utils.events INFO: eta: 17:20:37 iter: 29839 total_loss: 1.448 loss_cls: 0.008836 loss_box_reg: 0.0196 loss_rpn_cls: 0.002506 loss_rpn_loc: 0.001132 loss_D_img_s: 0.6425 loss_cls_pseudo: 0.0185 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003198 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7461 time: 0.6041 last_time: 1.4220 data_time: 0.0089 last_data_time: 0.0129 lr: 0.01 max_mem: 12686M [03/23 08:36:50] d2.utils.events INFO: eta: 17:20:33 iter: 29859 total_loss: 1.439 loss_cls: 0.005978 loss_box_reg: 0.01832 loss_rpn_cls: 0.001021 loss_rpn_loc: 0.001009 loss_D_img_s: 0.6662 loss_cls_pseudo: 0.01886 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003337 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7194 time: 0.6045 last_time: 1.1450 data_time: 0.0087 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 08:37:15] d2.utils.events INFO: eta: 17:20:08 iter: 29879 total_loss: 1.438 loss_cls: 0.006446 loss_box_reg: 0.01599 loss_rpn_cls: 0.0009426 loss_rpn_loc: 0.00131 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.01504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 0.6049 last_time: 1.2928 data_time: 0.0083 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 08:37:40] d2.utils.events INFO: eta: 17:19:28 iter: 29899 total_loss: 1.447 loss_cls: 0.006993 loss_box_reg: 0.01923 loss_rpn_cls: 0.001172 loss_rpn_loc: 0.001276 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.02054 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004317 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6778 time: 0.6054 last_time: 1.1399 data_time: 0.0082 last_data_time: 0.0125 lr: 0.01 max_mem: 12686M [03/23 08:38:05] d2.utils.events INFO: eta: 17:18:58 iter: 29919 total_loss: 1.431 loss_cls: 0.006956 loss_box_reg: 0.01821 loss_rpn_cls: 0.001163 loss_rpn_loc: 0.00135 loss_D_img_s: 0.7049 loss_cls_pseudo: 0.01358 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005056 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.67 time: 0.6058 last_time: 1.5303 data_time: 0.0087 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 08:38:30] d2.utils.events INFO: eta: 17:18:33 iter: 29939 total_loss: 1.423 loss_cls: 0.004945 loss_box_reg: 0.01983 loss_rpn_cls: 0.0006285 loss_rpn_loc: 0.001313 loss_D_img_s: 0.6878 loss_cls_pseudo: 0.01776 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.6062 last_time: 1.1296 data_time: 0.0090 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 08:38:55] d2.utils.events INFO: eta: 17:18:18 iter: 29959 total_loss: 1.433 loss_cls: 0.006022 loss_box_reg: 0.01838 loss_rpn_cls: 0.0008876 loss_rpn_loc: 0.001258 loss_D_img_s: 0.6676 loss_cls_pseudo: 0.02475 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003209 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7062 time: 0.6067 last_time: 1.3020 data_time: 0.0089 last_data_time: 0.0060 lr: 0.01 max_mem: 12686M [03/23 08:39:20] d2.utils.events INFO: eta: 17:18:03 iter: 29979 total_loss: 1.442 loss_cls: 0.006335 loss_box_reg: 0.01788 loss_rpn_cls: 0.0009426 loss_rpn_loc: 0.001618 loss_D_img_s: 0.6756 loss_cls_pseudo: 0.02901 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.6071 last_time: 1.3550 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 08:39:46] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0029999.pth [03/23 08:39:47] d2.data.common INFO: Serializing the dataset using: [03/23 08:39:47] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 08:39:47] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 08:39:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 08:39:47] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 08:39:49] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0012 s/iter. Inference: 0.0825 s/iter. Eval: 0.0002 s/iter. Total: 0.0840 s/iter. ETA=0:00:33 [03/23 08:39:54] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0030 s/iter. Inference: 0.0847 s/iter. Eval: 0.0002 s/iter. Total: 0.0880 s/iter. ETA=0:00:30 [03/23 08:39:59] d2.evaluation.evaluator INFO: Inference done 125/410. Dataloading: 0.0033 s/iter. Inference: 0.0845 s/iter. Eval: 0.0002 s/iter. Total: 0.0881 s/iter. ETA=0:00:25 [03/23 08:40:04] d2.evaluation.evaluator INFO: Inference done 181/410. Dataloading: 0.0030 s/iter. Inference: 0.0856 s/iter. Eval: 0.0003 s/iter. Total: 0.0888 s/iter. ETA=0:00:20 [03/23 08:40:09] d2.evaluation.evaluator INFO: Inference done 237/410. Dataloading: 0.0029 s/iter. Inference: 0.0862 s/iter. Eval: 0.0003 s/iter. Total: 0.0893 s/iter. ETA=0:00:15 [03/23 08:40:14] d2.evaluation.evaluator INFO: Inference done 292/410. Dataloading: 0.0029 s/iter. Inference: 0.0865 s/iter. Eval: 0.0002 s/iter. Total: 0.0897 s/iter. ETA=0:00:10 [03/23 08:40:19] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0030 s/iter. Inference: 0.0876 s/iter. Eval: 0.0002 s/iter. Total: 0.0909 s/iter. ETA=0:00:06 [03/23 08:40:24] d2.evaluation.evaluator INFO: Inference done 394/410. Dataloading: 0.0035 s/iter. Inference: 0.0882 s/iter. Eval: 0.0002 s/iter. Total: 0.0920 s/iter. ETA=0:00:01 [03/23 08:40:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.377911 (0.092291 s / iter per device, on 1 devices) [03/23 08:40:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.088303 s / iter per device, on 1 devices) [03/23 08:40:26] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 08:40:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 08:40:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 08:40:26] d2.evaluation.testing INFO: copypaste: 0.8656,4.0415,0.0317 [03/23 08:40:26] d2.data.common INFO: Serializing the dataset using: [03/23 08:40:26] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 08:40:26] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 08:40:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 08:40:26] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 08:40:29] d2.evaluation.evaluator INFO: Inference done 26/410. Dataloading: 0.0036 s/iter. Inference: 0.0991 s/iter. Eval: 0.0002 s/iter. Total: 0.1031 s/iter. ETA=0:00:39 [03/23 08:40:34] d2.evaluation.evaluator INFO: Inference done 78/410. Dataloading: 0.0050 s/iter. Inference: 0.0928 s/iter. Eval: 0.0002 s/iter. Total: 0.0982 s/iter. ETA=0:00:32 [03/23 08:40:39] d2.evaluation.evaluator INFO: Inference done 130/410. Dataloading: 0.0043 s/iter. Inference: 0.0929 s/iter. Eval: 0.0002 s/iter. Total: 0.0975 s/iter. ETA=0:00:27 [03/23 08:40:44] d2.evaluation.evaluator INFO: Inference done 183/410. Dataloading: 0.0041 s/iter. Inference: 0.0925 s/iter. Eval: 0.0002 s/iter. Total: 0.0970 s/iter. ETA=0:00:22 [03/23 08:40:49] d2.evaluation.evaluator INFO: Inference done 234/410. Dataloading: 0.0040 s/iter. Inference: 0.0933 s/iter. Eval: 0.0002 s/iter. Total: 0.0976 s/iter. ETA=0:00:17 [03/23 08:40:54] d2.evaluation.evaluator INFO: Inference done 284/410. Dataloading: 0.0040 s/iter. Inference: 0.0937 s/iter. Eval: 0.0003 s/iter. Total: 0.0980 s/iter. ETA=0:00:12 [03/23 08:40:59] d2.evaluation.evaluator INFO: Inference done 336/410. Dataloading: 0.0039 s/iter. Inference: 0.0937 s/iter. Eval: 0.0003 s/iter. Total: 0.0979 s/iter. ETA=0:00:07 [03/23 08:41:04] d2.evaluation.evaluator INFO: Inference done 390/410. Dataloading: 0.0040 s/iter. Inference: 0.0930 s/iter. Eval: 0.0003 s/iter. Total: 0.0973 s/iter. ETA=0:00:01 [03/23 08:41:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.515149 (0.097568 s / iter per device, on 1 devices) [03/23 08:41:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093002 s / iter per device, on 1 devices) [03/23 08:41:07] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 08:41:07] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 08:41:07] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 08:41:07] d2.evaluation.testing INFO: copypaste: 1.1549,5.4054,0.0022 [03/23 08:41:07] d2.utils.events INFO: eta: 17:20:50 iter: 29999 total_loss: 1.417 loss_cls: 0.007135 loss_box_reg: 0.01634 loss_rpn_cls: 0.000661 loss_rpn_loc: 0.001028 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.02321 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003605 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6713 time: 0.6075 last_time: 1.4948 data_time: 0.0084 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 08:41:32] d2.utils.events INFO: eta: 17:18:21 iter: 30019 total_loss: 1.43 loss_cls: 0.004638 loss_box_reg: 0.01772 loss_rpn_cls: 0.0007496 loss_rpn_loc: 0.001217 loss_D_img_s: 0.6726 loss_cls_pseudo: 0.01588 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004423 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6984 time: 0.6080 last_time: 1.1333 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 08:41:58] d2.utils.events INFO: eta: 17:19:22 iter: 30039 total_loss: 1.453 loss_cls: 0.006815 loss_box_reg: 0.0201 loss_rpn_cls: 0.001822 loss_rpn_loc: 0.001614 loss_D_img_s: 0.6762 loss_cls_pseudo: 0.02373 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005683 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7176 time: 0.6084 last_time: 1.1216 data_time: 0.0078 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 08:42:23] d2.utils.events INFO: eta: 17:17:58 iter: 30059 total_loss: 1.449 loss_cls: 0.006395 loss_box_reg: 0.0154 loss_rpn_cls: 0.001097 loss_rpn_loc: 0.00107 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.01467 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.6089 last_time: 1.3235 data_time: 0.0084 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 08:42:48] d2.utils.events INFO: eta: 17:19:48 iter: 30079 total_loss: 1.436 loss_cls: 0.005433 loss_box_reg: 0.01896 loss_rpn_cls: 0.0007314 loss_rpn_loc: 0.001535 loss_D_img_s: 0.7185 loss_cls_pseudo: 0.01661 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002987 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6633 time: 0.6093 last_time: 1.7639 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 08:43:13] d2.utils.events INFO: eta: 17:20:51 iter: 30099 total_loss: 1.447 loss_cls: 0.00527 loss_box_reg: 0.01475 loss_rpn_cls: 0.0009348 loss_rpn_loc: 0.001265 loss_D_img_s: 0.7068 loss_cls_pseudo: 0.01724 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004389 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6773 time: 0.6097 last_time: 1.2939 data_time: 0.0077 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 08:43:39] d2.utils.events INFO: eta: 17:21:04 iter: 30119 total_loss: 1.436 loss_cls: 0.00622 loss_box_reg: 0.02337 loss_rpn_cls: 0.0008061 loss_rpn_loc: 0.001394 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01076 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00257 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.6102 last_time: 1.2923 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 08:44:05] d2.utils.events INFO: eta: 17:23:09 iter: 30139 total_loss: 1.459 loss_cls: 0.00646 loss_box_reg: 0.01673 loss_rpn_cls: 0.001186 loss_rpn_loc: 0.001174 loss_D_img_s: 0.7087 loss_cls_pseudo: 0.02988 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.6106 last_time: 1.3227 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 08:44:29] d2.utils.events INFO: eta: 17:21:16 iter: 30159 total_loss: 1.439 loss_cls: 0.007586 loss_box_reg: 0.01899 loss_rpn_cls: 0.001892 loss_rpn_loc: 0.001129 loss_D_img_s: 0.6687 loss_cls_pseudo: 0.01643 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 0.6110 last_time: 1.0945 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 08:44:54] d2.utils.events INFO: eta: 17:23:11 iter: 30179 total_loss: 1.438 loss_cls: 0.006287 loss_box_reg: 0.01964 loss_rpn_cls: 0.0007892 loss_rpn_loc: 0.001536 loss_D_img_s: 0.6561 loss_cls_pseudo: 0.01292 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003553 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7335 time: 0.6115 last_time: 1.2368 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 08:45:20] d2.utils.events INFO: eta: 17:26:34 iter: 30199 total_loss: 1.435 loss_cls: 0.006363 loss_box_reg: 0.0196 loss_rpn_cls: 0.001293 loss_rpn_loc: 0.001302 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.01711 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003024 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 0.6119 last_time: 1.2682 data_time: 0.0089 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 08:45:45] d2.utils.events INFO: eta: 17:26:34 iter: 30219 total_loss: 1.477 loss_cls: 0.007044 loss_box_reg: 0.01965 loss_rpn_cls: 0.00114 loss_rpn_loc: 0.001077 loss_D_img_s: 0.7291 loss_cls_pseudo: 0.02147 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008745 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6558 time: 0.6123 last_time: 1.1784 data_time: 0.0093 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 08:46:09] d2.utils.events INFO: eta: 17:26:19 iter: 30239 total_loss: 1.45 loss_cls: 0.007279 loss_box_reg: 0.0231 loss_rpn_cls: 0.001351 loss_rpn_loc: 0.001378 loss_D_img_s: 0.7167 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004555 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6693 time: 0.6127 last_time: 1.3135 data_time: 0.0077 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 08:46:36] d2.utils.events INFO: eta: 17:26:39 iter: 30259 total_loss: 1.444 loss_cls: 0.007444 loss_box_reg: 0.02036 loss_rpn_cls: 0.001575 loss_rpn_loc: 0.001142 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01887 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003927 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 0.6132 last_time: 1.2686 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 08:47:00] d2.utils.events INFO: eta: 17:27:01 iter: 30279 total_loss: 1.436 loss_cls: 0.0073 loss_box_reg: 0.01548 loss_rpn_cls: 0.0007735 loss_rpn_loc: 0.001524 loss_D_img_s: 0.6619 loss_cls_pseudo: 0.01972 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00244 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7175 time: 0.6136 last_time: 1.1393 data_time: 0.0078 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 08:47:25] d2.utils.events INFO: eta: 17:27:21 iter: 30299 total_loss: 1.46 loss_cls: 0.01151 loss_box_reg: 0.02609 loss_rpn_cls: 0.002693 loss_rpn_loc: 0.00198 loss_D_img_s: 0.6501 loss_cls_pseudo: 0.01107 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7229 time: 0.6140 last_time: 1.1916 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 08:47:50] d2.utils.events INFO: eta: 17:26:55 iter: 30319 total_loss: 1.417 loss_cls: 0.004848 loss_box_reg: 0.01694 loss_rpn_cls: 0.0007155 loss_rpn_loc: 0.001376 loss_D_img_s: 0.6745 loss_cls_pseudo: 0.01432 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002444 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.6144 last_time: 1.1771 data_time: 0.0084 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 08:48:15] d2.utils.events INFO: eta: 17:27:08 iter: 30339 total_loss: 1.438 loss_cls: 0.005699 loss_box_reg: 0.02138 loss_rpn_cls: 0.00111 loss_rpn_loc: 0.001088 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01615 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0038 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6756 time: 0.6148 last_time: 1.3179 data_time: 0.0085 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 08:48:39] d2.utils.events INFO: eta: 17:26:54 iter: 30359 total_loss: 1.447 loss_cls: 0.007434 loss_box_reg: 0.02027 loss_rpn_cls: 0.001254 loss_rpn_loc: 0.001278 loss_D_img_s: 0.6933 loss_cls_pseudo: 0.02182 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6864 time: 0.6152 last_time: 1.1036 data_time: 0.0077 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 08:49:04] d2.utils.events INFO: eta: 17:26:59 iter: 30379 total_loss: 1.433 loss_cls: 0.00736 loss_box_reg: 0.0148 loss_rpn_cls: 0.001558 loss_rpn_loc: 0.00118 loss_D_img_s: 0.7318 loss_cls_pseudo: 0.01703 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003607 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6531 time: 0.6157 last_time: 1.2691 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 08:49:29] d2.utils.events INFO: eta: 17:27:39 iter: 30399 total_loss: 1.453 loss_cls: 0.005291 loss_box_reg: 0.01647 loss_rpn_cls: 0.001028 loss_rpn_loc: 0.001284 loss_D_img_s: 0.7064 loss_cls_pseudo: 0.0203 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004142 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.6161 last_time: 1.2675 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 08:49:54] d2.utils.events INFO: eta: 17:27:34 iter: 30419 total_loss: 1.446 loss_cls: 0.008296 loss_box_reg: 0.01956 loss_rpn_cls: 0.001739 loss_rpn_loc: 0.001347 loss_D_img_s: 0.6525 loss_cls_pseudo: 0.01786 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004089 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7357 time: 0.6165 last_time: 1.2836 data_time: 0.0090 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 08:50:20] d2.utils.events INFO: eta: 17:27:24 iter: 30439 total_loss: 1.441 loss_cls: 0.005828 loss_box_reg: 0.01662 loss_rpn_cls: 0.001092 loss_rpn_loc: 0.001099 loss_D_img_s: 0.629 loss_cls_pseudo: 0.02221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002781 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7455 time: 0.6169 last_time: 1.1794 data_time: 0.0088 last_data_time: 0.0107 lr: 0.01 max_mem: 12686M [03/23 08:50:45] d2.utils.events INFO: eta: 17:27:20 iter: 30459 total_loss: 1.432 loss_cls: 0.006485 loss_box_reg: 0.01835 loss_rpn_cls: 0.001678 loss_rpn_loc: 0.00145 loss_D_img_s: 0.6782 loss_cls_pseudo: 0.0151 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002735 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.6173 last_time: 1.5387 data_time: 0.0081 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 08:51:10] d2.utils.events INFO: eta: 17:25:57 iter: 30479 total_loss: 1.459 loss_cls: 0.007837 loss_box_reg: 0.02225 loss_rpn_cls: 0.00241 loss_rpn_loc: 0.001384 loss_D_img_s: 0.6988 loss_cls_pseudo: 0.02279 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005231 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.6178 last_time: 1.1271 data_time: 0.0083 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 08:51:35] d2.utils.events INFO: eta: 17:25:44 iter: 30499 total_loss: 1.43 loss_cls: 0.00639 loss_box_reg: 0.0164 loss_rpn_cls: 0.001281 loss_rpn_loc: 0.002237 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01012 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.6182 last_time: 1.1386 data_time: 0.0089 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 08:52:01] d2.utils.events INFO: eta: 17:25:56 iter: 30519 total_loss: 1.442 loss_cls: 0.004888 loss_box_reg: 0.01681 loss_rpn_cls: 0.0006289 loss_rpn_loc: 0.0009083 loss_D_img_s: 0.7061 loss_cls_pseudo: 0.02085 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004238 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6777 time: 0.6186 last_time: 1.2829 data_time: 0.0076 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 08:52:25] d2.utils.events INFO: eta: 17:25:38 iter: 30539 total_loss: 1.432 loss_cls: 0.00606 loss_box_reg: 0.01722 loss_rpn_cls: 0.001014 loss_rpn_loc: 0.001196 loss_D_img_s: 0.7247 loss_cls_pseudo: 0.01604 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003433 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6552 time: 0.6190 last_time: 1.1147 data_time: 0.0081 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 08:52:51] d2.utils.events INFO: eta: 17:25:23 iter: 30559 total_loss: 1.443 loss_cls: 0.005477 loss_box_reg: 0.01706 loss_rpn_cls: 0.001007 loss_rpn_loc: 0.001208 loss_D_img_s: 0.7412 loss_cls_pseudo: 0.01814 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004612 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6456 time: 0.6194 last_time: 1.3240 data_time: 0.0079 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 08:53:16] d2.utils.events INFO: eta: 17:25:12 iter: 30579 total_loss: 1.442 loss_cls: 0.0073 loss_box_reg: 0.02134 loss_rpn_cls: 0.0008691 loss_rpn_loc: 0.001426 loss_D_img_s: 0.6636 loss_cls_pseudo: 0.01566 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004901 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7249 time: 0.6199 last_time: 1.5690 data_time: 0.0087 last_data_time: 0.0110 lr: 0.01 max_mem: 12686M [03/23 08:53:41] d2.utils.events INFO: eta: 17:24:59 iter: 30599 total_loss: 1.439 loss_cls: 0.005033 loss_box_reg: 0.01456 loss_rpn_cls: 0.0007374 loss_rpn_loc: 0.00125 loss_D_img_s: 0.6688 loss_cls_pseudo: 0.01056 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002904 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7324 time: 0.6203 last_time: 1.5108 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 08:54:06] d2.utils.events INFO: eta: 17:24:45 iter: 30619 total_loss: 1.435 loss_cls: 0.006736 loss_box_reg: 0.01914 loss_rpn_cls: 0.001211 loss_rpn_loc: 0.001131 loss_D_img_s: 0.7498 loss_cls_pseudo: 0.01117 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001859 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6354 time: 0.6207 last_time: 1.1242 data_time: 0.0081 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 08:54:31] d2.utils.events INFO: eta: 17:24:23 iter: 30639 total_loss: 1.448 loss_cls: 0.007514 loss_box_reg: 0.01954 loss_rpn_cls: 0.0009502 loss_rpn_loc: 0.00135 loss_D_img_s: 0.7943 loss_cls_pseudo: 0.02138 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003793 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.5881 time: 0.6211 last_time: 1.5846 data_time: 0.0079 last_data_time: 0.0125 lr: 0.01 max_mem: 12686M [03/23 08:54:57] d2.utils.events INFO: eta: 17:23:57 iter: 30659 total_loss: 1.441 loss_cls: 0.007431 loss_box_reg: 0.02242 loss_rpn_cls: 0.001156 loss_rpn_loc: 0.001147 loss_D_img_s: 0.6718 loss_cls_pseudo: 0.01191 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002118 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7139 time: 0.6215 last_time: 1.3776 data_time: 0.0076 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 08:55:21] d2.utils.events INFO: eta: 17:23:01 iter: 30679 total_loss: 1.438 loss_cls: 0.004736 loss_box_reg: 0.01551 loss_rpn_cls: 0.0009341 loss_rpn_loc: 0.001043 loss_D_img_s: 0.6388 loss_cls_pseudo: 0.02243 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006537 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7432 time: 0.6219 last_time: 1.2841 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 08:55:46] d2.utils.events INFO: eta: 17:22:52 iter: 30699 total_loss: 1.438 loss_cls: 0.007796 loss_box_reg: 0.02173 loss_rpn_cls: 0.001334 loss_rpn_loc: 0.001463 loss_D_img_s: 0.67 loss_cls_pseudo: 0.01857 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003986 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7114 time: 0.6223 last_time: 1.4462 data_time: 0.0081 last_data_time: 0.0108 lr: 0.01 max_mem: 12686M [03/23 08:56:10] d2.utils.events INFO: eta: 17:23:04 iter: 30719 total_loss: 1.438 loss_cls: 0.006564 loss_box_reg: 0.02229 loss_rpn_cls: 0.001184 loss_rpn_loc: 0.001179 loss_D_img_s: 0.6709 loss_cls_pseudo: 0.01845 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003981 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7067 time: 0.6227 last_time: 1.2822 data_time: 0.0072 last_data_time: 0.0059 lr: 0.01 max_mem: 12686M [03/23 08:56:36] d2.utils.events INFO: eta: 17:23:34 iter: 30739 total_loss: 1.428 loss_cls: 0.005101 loss_box_reg: 0.0178 loss_rpn_cls: 0.0004989 loss_rpn_loc: 0.001174 loss_D_img_s: 0.6726 loss_cls_pseudo: 0.01525 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 0.6231 last_time: 1.3054 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 08:57:00] d2.utils.events INFO: eta: 17:22:55 iter: 30759 total_loss: 1.46 loss_cls: 0.008127 loss_box_reg: 0.0239 loss_rpn_cls: 0.002025 loss_rpn_loc: 0.001577 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.02112 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00582 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6947 time: 0.6235 last_time: 1.2883 data_time: 0.0090 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 08:57:27] d2.utils.events INFO: eta: 17:23:16 iter: 30779 total_loss: 1.449 loss_cls: 0.004842 loss_box_reg: 0.01905 loss_rpn_cls: 0.001215 loss_rpn_loc: 0.0009561 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.01893 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005036 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.6240 last_time: 1.5267 data_time: 0.0083 last_data_time: 0.0117 lr: 0.01 max_mem: 12686M [03/23 08:57:52] d2.utils.events INFO: eta: 17:22:43 iter: 30799 total_loss: 1.431 loss_cls: 0.006504 loss_box_reg: 0.02194 loss_rpn_cls: 0.0009587 loss_rpn_loc: 0.001365 loss_D_img_s: 0.6743 loss_cls_pseudo: 0.01281 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001613 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7043 time: 0.6244 last_time: 1.2924 data_time: 0.0083 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 08:58:17] d2.utils.events INFO: eta: 17:22:18 iter: 30819 total_loss: 1.437 loss_cls: 0.006902 loss_box_reg: 0.02049 loss_rpn_cls: 0.001319 loss_rpn_loc: 0.00136 loss_D_img_s: 0.6976 loss_cls_pseudo: 0.01536 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002901 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6806 time: 0.6248 last_time: 1.2785 data_time: 0.0085 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 08:58:41] d2.utils.events INFO: eta: 17:21:38 iter: 30839 total_loss: 1.451 loss_cls: 0.007513 loss_box_reg: 0.02396 loss_rpn_cls: 0.001382 loss_rpn_loc: 0.00111 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.02741 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005341 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6947 time: 0.6252 last_time: 1.2292 data_time: 0.0078 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 08:59:06] d2.utils.events INFO: eta: 17:21:01 iter: 30859 total_loss: 1.456 loss_cls: 0.01067 loss_box_reg: 0.02081 loss_rpn_cls: 0.003738 loss_rpn_loc: 0.001581 loss_D_img_s: 0.6738 loss_cls_pseudo: 0.02457 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7084 time: 0.6256 last_time: 1.1210 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 08:59:31] d2.utils.events INFO: eta: 17:20:36 iter: 30879 total_loss: 1.432 loss_cls: 0.005721 loss_box_reg: 0.01423 loss_rpn_cls: 0.0005465 loss_rpn_loc: 0.001254 loss_D_img_s: 0.6749 loss_cls_pseudo: 0.02107 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7009 time: 0.6260 last_time: 1.1091 data_time: 0.0088 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 08:59:56] d2.utils.events INFO: eta: 17:20:43 iter: 30899 total_loss: 1.453 loss_cls: 0.006361 loss_box_reg: 0.01821 loss_rpn_cls: 0.0008692 loss_rpn_loc: 0.0009778 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.02904 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006796 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.6264 last_time: 1.3089 data_time: 0.0083 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 09:00:21] d2.utils.events INFO: eta: 17:19:56 iter: 30919 total_loss: 1.445 loss_cls: 0.008062 loss_box_reg: 0.02159 loss_rpn_cls: 0.001239 loss_rpn_loc: 0.001073 loss_D_img_s: 0.7037 loss_cls_pseudo: 0.01687 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002744 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.6268 last_time: 1.1622 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 09:00:45] d2.utils.events INFO: eta: 17:19:20 iter: 30939 total_loss: 1.434 loss_cls: 0.005605 loss_box_reg: 0.01614 loss_rpn_cls: 0.0009014 loss_rpn_loc: 0.0009983 loss_D_img_s: 0.7099 loss_cls_pseudo: 0.01672 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004472 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6683 time: 0.6272 last_time: 1.2741 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:01:10] d2.utils.events INFO: eta: 17:18:26 iter: 30959 total_loss: 1.436 loss_cls: 0.005169 loss_box_reg: 0.01733 loss_rpn_cls: 0.0009701 loss_rpn_loc: 0.001244 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.01376 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002498 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6767 time: 0.6276 last_time: 1.1066 data_time: 0.0085 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 09:01:35] d2.utils.events INFO: eta: 17:18:11 iter: 30979 total_loss: 1.445 loss_cls: 0.007444 loss_box_reg: 0.01608 loss_rpn_cls: 0.001219 loss_rpn_loc: 0.001524 loss_D_img_s: 0.684 loss_cls_pseudo: 0.02445 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004016 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.6279 last_time: 1.2721 data_time: 0.0086 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 09:02:00] d2.data.common INFO: Serializing the dataset using: [03/23 09:02:00] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 09:02:00] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 09:02:00] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 09:02:00] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 09:02:02] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0149 s/iter. Inference: 0.1226 s/iter. Eval: 0.0002 s/iter. Total: 0.1378 s/iter. ETA=0:00:54 [03/23 09:02:07] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0070 s/iter. Inference: 0.1003 s/iter. Eval: 0.0004 s/iter. Total: 0.1078 s/iter. ETA=0:00:37 [03/23 09:02:12] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0056 s/iter. Inference: 0.0989 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:31 [03/23 09:02:17] d2.evaluation.evaluator INFO: Inference done 159/410. Dataloading: 0.0048 s/iter. Inference: 0.0991 s/iter. Eval: 0.0003 s/iter. Total: 0.1042 s/iter. ETA=0:00:26 [03/23 09:02:22] d2.evaluation.evaluator INFO: Inference done 205/410. Dataloading: 0.0048 s/iter. Inference: 0.1001 s/iter. Eval: 0.0003 s/iter. Total: 0.1053 s/iter. ETA=0:00:21 [03/23 09:02:27] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0044 s/iter. Inference: 0.1010 s/iter. Eval: 0.0003 s/iter. Total: 0.1059 s/iter. ETA=0:00:16 [03/23 09:02:32] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0042 s/iter. Inference: 0.1006 s/iter. Eval: 0.0003 s/iter. Total: 0.1052 s/iter. ETA=0:00:11 [03/23 09:02:37] d2.evaluation.evaluator INFO: Inference done 349/410. Dataloading: 0.0043 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:06 [03/23 09:02:42] d2.evaluation.evaluator INFO: Inference done 400/410. Dataloading: 0.0040 s/iter. Inference: 0.1004 s/iter. Eval: 0.0003 s/iter. Total: 0.1048 s/iter. ETA=0:00:01 [03/23 09:02:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.281659 (0.104399 s / iter per device, on 1 devices) [03/23 09:02:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099867 s / iter per device, on 1 devices) [03/23 09:02:44] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 09:02:44] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 09:02:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 09:02:44] d2.evaluation.testing INFO: copypaste: 1.2156,6.3513,0.1933 [03/23 09:02:44] d2.data.common INFO: Serializing the dataset using: [03/23 09:02:44] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 09:02:44] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 09:02:44] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 09:02:44] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 09:02:47] d2.evaluation.evaluator INFO: Inference done 28/410. Dataloading: 0.0037 s/iter. Inference: 0.1082 s/iter. Eval: 0.0004 s/iter. Total: 0.1124 s/iter. ETA=0:00:42 [03/23 09:02:53] d2.evaluation.evaluator INFO: Inference done 81/410. Dataloading: 0.0043 s/iter. Inference: 0.0965 s/iter. Eval: 0.0003 s/iter. Total: 0.1011 s/iter. ETA=0:00:33 [03/23 09:02:58] d2.evaluation.evaluator INFO: Inference done 129/410. Dataloading: 0.0046 s/iter. Inference: 0.0980 s/iter. Eval: 0.0004 s/iter. Total: 0.1031 s/iter. ETA=0:00:28 [03/23 09:03:03] d2.evaluation.evaluator INFO: Inference done 181/410. Dataloading: 0.0047 s/iter. Inference: 0.0960 s/iter. Eval: 0.0003 s/iter. Total: 0.1011 s/iter. ETA=0:00:23 [03/23 09:03:08] d2.evaluation.evaluator INFO: Inference done 230/410. Dataloading: 0.0045 s/iter. Inference: 0.0971 s/iter. Eval: 0.0003 s/iter. Total: 0.1019 s/iter. ETA=0:00:18 [03/23 09:03:13] d2.evaluation.evaluator INFO: Inference done 282/410. Dataloading: 0.0043 s/iter. Inference: 0.0964 s/iter. Eval: 0.0003 s/iter. Total: 0.1011 s/iter. ETA=0:00:12 [03/23 09:03:18] d2.evaluation.evaluator INFO: Inference done 332/410. Dataloading: 0.0040 s/iter. Inference: 0.0966 s/iter. Eval: 0.0003 s/iter. Total: 0.1010 s/iter. ETA=0:00:07 [03/23 09:03:23] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0041 s/iter. Inference: 0.0958 s/iter. Eval: 0.0003 s/iter. Total: 0.1003 s/iter. ETA=0:00:02 [03/23 09:03:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.520573 (0.100051 s / iter per device, on 1 devices) [03/23 09:03:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.095447 s / iter per device, on 1 devices) [03/23 09:03:26] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 09:03:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 09:03:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 09:03:26] d2.evaluation.testing INFO: copypaste: 1.3138,7.4631,0.0725 [03/23 09:03:26] d2.utils.events INFO: eta: 17:16:21 iter: 30999 total_loss: 1.444 loss_cls: 0.00712 loss_box_reg: 0.01914 loss_rpn_cls: 0.001173 loss_rpn_loc: 0.0008821 loss_D_img_s: 0.7063 loss_cls_pseudo: 0.01794 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004627 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.6284 last_time: 1.1147 data_time: 0.0083 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 09:03:53] d2.utils.events INFO: eta: 17:16:17 iter: 31019 total_loss: 1.448 loss_cls: 0.006034 loss_box_reg: 0.01884 loss_rpn_cls: 0.0008198 loss_rpn_loc: 0.001672 loss_D_img_s: 0.699 loss_cls_pseudo: 0.02169 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005619 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.6288 last_time: 1.8757 data_time: 0.0086 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 09:04:26] d2.utils.events INFO: eta: 17:17:54 iter: 31039 total_loss: 1.44 loss_cls: 0.006344 loss_box_reg: 0.01671 loss_rpn_cls: 0.0008879 loss_rpn_loc: 0.001192 loss_D_img_s: 0.6746 loss_cls_pseudo: 0.01977 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005143 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7117 time: 0.6295 last_time: 1.4457 data_time: 0.0080 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 09:04:50] d2.utils.events INFO: eta: 17:17:20 iter: 31059 total_loss: 1.439 loss_cls: 0.006531 loss_box_reg: 0.01738 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.0009709 loss_D_img_s: 0.6887 loss_cls_pseudo: 0.01608 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 0.6298 last_time: 1.4981 data_time: 0.0085 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 09:05:17] d2.utils.events INFO: eta: 17:17:48 iter: 31079 total_loss: 1.433 loss_cls: 0.006236 loss_box_reg: 0.01895 loss_rpn_cls: 0.0008666 loss_rpn_loc: 0.001419 loss_D_img_s: 0.6889 loss_cls_pseudo: 0.01374 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002642 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6922 time: 0.6303 last_time: 1.3912 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:05:43] d2.utils.events INFO: eta: 17:17:38 iter: 31099 total_loss: 1.447 loss_cls: 0.006177 loss_box_reg: 0.01867 loss_rpn_cls: 0.00109 loss_rpn_loc: 0.001273 loss_D_img_s: 0.705 loss_cls_pseudo: 0.02573 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005386 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.6307 last_time: 1.0952 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 09:06:08] d2.utils.events INFO: eta: 17:16:44 iter: 31119 total_loss: 1.432 loss_cls: 0.005319 loss_box_reg: 0.01425 loss_rpn_cls: 0.0007603 loss_rpn_loc: 0.000909 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.01368 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.6311 last_time: 1.2788 data_time: 0.0088 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 09:06:34] d2.utils.events INFO: eta: 17:16:35 iter: 31139 total_loss: 1.44 loss_cls: 0.005405 loss_box_reg: 0.01456 loss_rpn_cls: 0.0009152 loss_rpn_loc: 0.001039 loss_D_img_s: 0.6911 loss_cls_pseudo: 0.02424 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007196 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.6316 last_time: 1.1817 data_time: 0.0086 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 09:06:58] d2.utils.events INFO: eta: 17:16:06 iter: 31159 total_loss: 1.449 loss_cls: 0.01016 loss_box_reg: 0.02829 loss_rpn_cls: 0.004343 loss_rpn_loc: 0.002015 loss_D_img_s: 0.6898 loss_cls_pseudo: 0.01767 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002963 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 0.6319 last_time: 1.1162 data_time: 0.0085 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 09:07:23] d2.utils.events INFO: eta: 17:15:02 iter: 31179 total_loss: 1.449 loss_cls: 0.007243 loss_box_reg: 0.01969 loss_rpn_cls: 0.001591 loss_rpn_loc: 0.001681 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.02663 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006532 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 0.6323 last_time: 1.3258 data_time: 0.0087 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 09:07:48] d2.utils.events INFO: eta: 17:14:35 iter: 31199 total_loss: 1.439 loss_cls: 0.006705 loss_box_reg: 0.02224 loss_rpn_cls: 0.0009196 loss_rpn_loc: 0.001116 loss_D_img_s: 0.7047 loss_cls_pseudo: 0.01476 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002511 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6805 time: 0.6327 last_time: 1.4950 data_time: 0.0086 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 09:08:13] d2.utils.events INFO: eta: 17:14:37 iter: 31219 total_loss: 1.44 loss_cls: 0.009238 loss_box_reg: 0.02235 loss_rpn_cls: 0.001322 loss_rpn_loc: 0.001263 loss_D_img_s: 0.7043 loss_cls_pseudo: 0.01718 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003012 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6781 time: 0.6331 last_time: 1.1261 data_time: 0.0091 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 09:08:37] d2.utils.events INFO: eta: 17:14:28 iter: 31239 total_loss: 1.436 loss_cls: 0.006436 loss_box_reg: 0.01777 loss_rpn_cls: 0.0006586 loss_rpn_loc: 0.00127 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01891 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004227 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6856 time: 0.6335 last_time: 1.0748 data_time: 0.0089 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 09:09:03] d2.utils.events INFO: eta: 17:13:15 iter: 31259 total_loss: 1.438 loss_cls: 0.006432 loss_box_reg: 0.01872 loss_rpn_cls: 0.001039 loss_rpn_loc: 0.00123 loss_D_img_s: 0.702 loss_cls_pseudo: 0.01368 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002889 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.6339 last_time: 1.0965 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 09:09:28] d2.utils.events INFO: eta: 17:12:54 iter: 31279 total_loss: 1.443 loss_cls: 0.004876 loss_box_reg: 0.01804 loss_rpn_cls: 0.000753 loss_rpn_loc: 0.0009995 loss_D_img_s: 0.6919 loss_cls_pseudo: 0.01881 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005179 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.6343 last_time: 1.3293 data_time: 0.0086 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 09:09:53] d2.utils.events INFO: eta: 17:12:00 iter: 31299 total_loss: 1.448 loss_cls: 0.007614 loss_box_reg: 0.01825 loss_rpn_cls: 0.001392 loss_rpn_loc: 0.00144 loss_D_img_s: 0.6806 loss_cls_pseudo: 0.01972 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003524 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6963 time: 0.6347 last_time: 1.2569 data_time: 0.0077 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 09:10:18] d2.utils.events INFO: eta: 17:11:35 iter: 31319 total_loss: 1.455 loss_cls: 0.008661 loss_box_reg: 0.01954 loss_rpn_cls: 0.001959 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.02642 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005657 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.6351 last_time: 1.4391 data_time: 0.0086 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 09:10:43] d2.utils.events INFO: eta: 17:11:33 iter: 31339 total_loss: 1.462 loss_cls: 0.006833 loss_box_reg: 0.01805 loss_rpn_cls: 0.00162 loss_rpn_loc: 0.001303 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.02023 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 0.6355 last_time: 1.1267 data_time: 0.0091 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 09:11:07] d2.utils.events INFO: eta: 17:10:44 iter: 31359 total_loss: 1.442 loss_cls: 0.007013 loss_box_reg: 0.01637 loss_rpn_cls: 0.0007697 loss_rpn_loc: 0.001612 loss_D_img_s: 0.6682 loss_cls_pseudo: 0.01881 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003967 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7147 time: 0.6359 last_time: 1.2804 data_time: 0.0077 last_data_time: 0.0055 lr: 0.01 max_mem: 12686M [03/23 09:11:31] d2.utils.events INFO: eta: 17:09:57 iter: 31379 total_loss: 1.458 loss_cls: 0.005771 loss_box_reg: 0.01421 loss_rpn_cls: 0.0008447 loss_rpn_loc: 0.0009911 loss_D_img_s: 0.6711 loss_cls_pseudo: 0.0277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005895 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7209 time: 0.6362 last_time: 1.4717 data_time: 0.0082 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 09:11:56] d2.utils.events INFO: eta: 17:09:14 iter: 31399 total_loss: 1.457 loss_cls: 0.007066 loss_box_reg: 0.01838 loss_rpn_cls: 0.001484 loss_rpn_loc: 0.001137 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.02413 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005197 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.6366 last_time: 1.3016 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 09:12:20] d2.utils.events INFO: eta: 17:06:15 iter: 31419 total_loss: 1.443 loss_cls: 0.007101 loss_box_reg: 0.01936 loss_rpn_cls: 0.001198 loss_rpn_loc: 0.001211 loss_D_img_s: 0.7078 loss_cls_pseudo: 0.01657 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00392 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6769 time: 0.6370 last_time: 1.1441 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 09:12:46] d2.utils.events INFO: eta: 17:05:50 iter: 31439 total_loss: 1.439 loss_cls: 0.007624 loss_box_reg: 0.01756 loss_rpn_cls: 0.0007608 loss_rpn_loc: 0.001104 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003258 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6971 time: 0.6374 last_time: 1.1715 data_time: 0.0088 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 09:13:11] d2.utils.events INFO: eta: 17:04:57 iter: 31459 total_loss: 1.446 loss_cls: 0.006488 loss_box_reg: 0.01951 loss_rpn_cls: 0.001004 loss_rpn_loc: 0.001449 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.02204 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003294 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7203 time: 0.6377 last_time: 1.1221 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 09:13:36] d2.utils.events INFO: eta: 17:04:40 iter: 31479 total_loss: 1.455 loss_cls: 0.005892 loss_box_reg: 0.0209 loss_rpn_cls: 0.0008146 loss_rpn_loc: 0.001476 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.01814 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.6381 last_time: 1.5366 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 09:14:00] d2.utils.events INFO: eta: 17:02:51 iter: 31499 total_loss: 1.438 loss_cls: 0.004223 loss_box_reg: 0.01697 loss_rpn_cls: 0.001142 loss_rpn_loc: 0.001396 loss_D_img_s: 0.7333 loss_cls_pseudo: 0.0222 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6514 time: 0.6385 last_time: 1.0988 data_time: 0.0083 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 09:14:25] d2.utils.events INFO: eta: 17:02:06 iter: 31519 total_loss: 1.447 loss_cls: 0.004006 loss_box_reg: 0.01757 loss_rpn_cls: 0.0007231 loss_rpn_loc: 0.001333 loss_D_img_s: 0.709 loss_cls_pseudo: 0.02158 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003598 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6723 time: 0.6389 last_time: 1.2669 data_time: 0.0074 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:14:50] d2.utils.events INFO: eta: 17:02:38 iter: 31539 total_loss: 1.45 loss_cls: 0.008776 loss_box_reg: 0.01996 loss_rpn_cls: 0.002255 loss_rpn_loc: 0.001209 loss_D_img_s: 0.6777 loss_cls_pseudo: 0.0258 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007352 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7089 time: 0.6393 last_time: 1.1242 data_time: 0.0088 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 09:15:16] d2.utils.events INFO: eta: 17:02:49 iter: 31559 total_loss: 1.444 loss_cls: 0.005863 loss_box_reg: 0.01928 loss_rpn_cls: 0.001485 loss_rpn_loc: 0.001404 loss_D_img_s: 0.6733 loss_cls_pseudo: 0.01748 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003313 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7162 time: 0.6397 last_time: 1.4391 data_time: 0.0083 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 09:15:41] d2.utils.events INFO: eta: 17:02:25 iter: 31579 total_loss: 1.434 loss_cls: 0.008153 loss_box_reg: 0.01882 loss_rpn_cls: 0.00197 loss_rpn_loc: 0.001118 loss_D_img_s: 0.6748 loss_cls_pseudo: 0.01343 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003367 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7022 time: 0.6401 last_time: 1.1549 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:16:06] d2.utils.events INFO: eta: 17:02:02 iter: 31599 total_loss: 1.429 loss_cls: 0.009108 loss_box_reg: 0.01939 loss_rpn_cls: 0.001063 loss_rpn_loc: 0.001397 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.02117 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004757 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6734 time: 0.6405 last_time: 1.3108 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 09:16:30] d2.utils.events INFO: eta: 17:01:34 iter: 31619 total_loss: 1.429 loss_cls: 0.006918 loss_box_reg: 0.01663 loss_rpn_cls: 0.001106 loss_rpn_loc: 0.001207 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.02029 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003852 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6772 time: 0.6408 last_time: 1.1242 data_time: 0.0087 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 09:16:55] d2.utils.events INFO: eta: 17:01:11 iter: 31639 total_loss: 1.424 loss_cls: 0.007503 loss_box_reg: 0.01991 loss_rpn_cls: 0.001618 loss_rpn_loc: 0.001829 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.01594 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002379 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6705 time: 0.6412 last_time: 1.1544 data_time: 0.0086 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 09:17:21] d2.utils.events INFO: eta: 17:02:40 iter: 31659 total_loss: 1.441 loss_cls: 0.009296 loss_box_reg: 0.02271 loss_rpn_cls: 0.002968 loss_rpn_loc: 0.001747 loss_D_img_s: 0.7104 loss_cls_pseudo: 0.01576 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003177 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.664 time: 0.6416 last_time: 1.2923 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 09:17:45] d2.utils.events INFO: eta: 17:03:26 iter: 31679 total_loss: 1.432 loss_cls: 0.007245 loss_box_reg: 0.02183 loss_rpn_cls: 0.001178 loss_rpn_loc: 0.001152 loss_D_img_s: 0.669 loss_cls_pseudo: 0.01378 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00237 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7054 time: 0.6420 last_time: 1.3403 data_time: 0.0085 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 09:18:11] d2.utils.events INFO: eta: 17:02:50 iter: 31699 total_loss: 1.445 loss_cls: 0.006429 loss_box_reg: 0.0206 loss_rpn_cls: 0.001009 loss_rpn_loc: 0.001321 loss_D_img_s: 0.7126 loss_cls_pseudo: 0.01582 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004243 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6686 time: 0.6424 last_time: 1.2736 data_time: 0.0085 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 09:18:35] d2.utils.events INFO: eta: 17:00:36 iter: 31719 total_loss: 1.447 loss_cls: 0.006669 loss_box_reg: 0.01795 loss_rpn_cls: 0.0007515 loss_rpn_loc: 0.001422 loss_D_img_s: 0.7149 loss_cls_pseudo: 0.02081 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002721 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6807 time: 0.6427 last_time: 1.0782 data_time: 0.0082 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 09:18:59] d2.utils.events INFO: eta: 16:59:01 iter: 31739 total_loss: 1.426 loss_cls: 0.005154 loss_box_reg: 0.01365 loss_rpn_cls: 0.000857 loss_rpn_loc: 0.00161 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01296 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.6431 last_time: 1.1217 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 09:19:23] d2.utils.events INFO: eta: 16:58:36 iter: 31759 total_loss: 1.463 loss_cls: 0.007562 loss_box_reg: 0.02255 loss_rpn_cls: 0.002353 loss_rpn_loc: 0.001155 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.02438 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005289 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.6435 last_time: 1.2838 data_time: 0.0084 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 09:19:48] d2.utils.events INFO: eta: 16:56:14 iter: 31779 total_loss: 1.435 loss_cls: 0.006434 loss_box_reg: 0.01754 loss_rpn_cls: 0.0006512 loss_rpn_loc: 0.001302 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.01292 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.6438 last_time: 1.3148 data_time: 0.0095 last_data_time: 0.0164 lr: 0.01 max_mem: 12686M [03/23 09:20:13] d2.utils.events INFO: eta: 16:57:09 iter: 31799 total_loss: 1.441 loss_cls: 0.005445 loss_box_reg: 0.01579 loss_rpn_cls: 0.0007941 loss_rpn_loc: 0.001266 loss_D_img_s: 0.6455 loss_cls_pseudo: 0.01528 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005675 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7432 time: 0.6442 last_time: 1.4642 data_time: 0.0086 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:20:39] d2.utils.events INFO: eta: 16:57:23 iter: 31819 total_loss: 1.439 loss_cls: 0.003864 loss_box_reg: 0.01615 loss_rpn_cls: 0.0009628 loss_rpn_loc: 0.001007 loss_D_img_s: 0.6386 loss_cls_pseudo: 0.01302 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003252 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7484 time: 0.6446 last_time: 1.0956 data_time: 0.0084 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 09:21:04] d2.utils.events INFO: eta: 16:57:23 iter: 31839 total_loss: 1.439 loss_cls: 0.005286 loss_box_reg: 0.01667 loss_rpn_cls: 0.0007292 loss_rpn_loc: 0.001225 loss_D_img_s: 0.6712 loss_cls_pseudo: 0.02082 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006631 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7104 time: 0.6450 last_time: 1.1481 data_time: 0.0089 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 09:21:28] d2.utils.events INFO: eta: 16:56:58 iter: 31859 total_loss: 1.43 loss_cls: 0.005131 loss_box_reg: 0.016 loss_rpn_cls: 0.0007742 loss_rpn_loc: 0.001336 loss_D_img_s: 0.679 loss_cls_pseudo: 0.01525 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003891 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7017 time: 0.6453 last_time: 1.4779 data_time: 0.0085 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 09:21:53] d2.utils.events INFO: eta: 16:56:05 iter: 31879 total_loss: 1.441 loss_cls: 0.006291 loss_box_reg: 0.01792 loss_rpn_cls: 0.001296 loss_rpn_loc: 0.001154 loss_D_img_s: 0.6782 loss_cls_pseudo: 0.01694 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004243 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 0.6457 last_time: 1.1579 data_time: 0.0085 last_data_time: 0.0111 lr: 0.01 max_mem: 12686M [03/23 09:22:18] d2.utils.events INFO: eta: 16:55:39 iter: 31899 total_loss: 1.427 loss_cls: 0.005882 loss_box_reg: 0.01361 loss_rpn_cls: 0.0005612 loss_rpn_loc: 0.001001 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.01805 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002661 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.6461 last_time: 1.0859 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 09:22:43] d2.utils.events INFO: eta: 16:55:25 iter: 31919 total_loss: 1.432 loss_cls: 0.005921 loss_box_reg: 0.01686 loss_rpn_cls: 0.0006281 loss_rpn_loc: 0.00111 loss_D_img_s: 0.7061 loss_cls_pseudo: 0.01224 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00221 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6818 time: 0.6465 last_time: 1.2770 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 09:23:08] d2.utils.events INFO: eta: 16:54:49 iter: 31939 total_loss: 1.449 loss_cls: 0.00845 loss_box_reg: 0.0168 loss_rpn_cls: 0.00163 loss_rpn_loc: 0.001733 loss_D_img_s: 0.715 loss_cls_pseudo: 0.01906 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003855 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6779 time: 0.6469 last_time: 1.3561 data_time: 0.0088 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 09:23:33] d2.utils.events INFO: eta: 16:54:23 iter: 31959 total_loss: 1.451 loss_cls: 0.006709 loss_box_reg: 0.01766 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.001293 loss_D_img_s: 0.751 loss_cls_pseudo: 0.023 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002378 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6361 time: 0.6472 last_time: 1.1432 data_time: 0.0084 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 09:23:58] d2.utils.events INFO: eta: 16:53:58 iter: 31979 total_loss: 1.441 loss_cls: 0.007816 loss_box_reg: 0.01849 loss_rpn_cls: 0.001593 loss_rpn_loc: 0.001568 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.01632 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6748 time: 0.6476 last_time: 1.2739 data_time: 0.0079 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 09:24:23] d2.data.common INFO: Serializing the dataset using: [03/23 09:24:23] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 09:24:23] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 09:24:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 09:24:23] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 09:24:25] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0464 s/iter. Inference: 0.0985 s/iter. Eval: 0.0009 s/iter. Total: 0.1458 s/iter. ETA=0:00:58 [03/23 09:24:30] d2.evaluation.evaluator INFO: Inference done 57/410. Dataloading: 0.0098 s/iter. Inference: 0.1030 s/iter. Eval: 0.0003 s/iter. Total: 0.1132 s/iter. ETA=0:00:39 [03/23 09:24:35] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0073 s/iter. Inference: 0.1002 s/iter. Eval: 0.0003 s/iter. Total: 0.1079 s/iter. ETA=0:00:32 [03/23 09:24:40] d2.evaluation.evaluator INFO: Inference done 150/410. Dataloading: 0.0072 s/iter. Inference: 0.1029 s/iter. Eval: 0.0004 s/iter. Total: 0.1105 s/iter. ETA=0:00:28 [03/23 09:24:45] d2.evaluation.evaluator INFO: Inference done 199/410. Dataloading: 0.0067 s/iter. Inference: 0.1016 s/iter. Eval: 0.0003 s/iter. Total: 0.1087 s/iter. ETA=0:00:22 [03/23 09:24:50] d2.evaluation.evaluator INFO: Inference done 251/410. Dataloading: 0.0062 s/iter. Inference: 0.1000 s/iter. Eval: 0.0004 s/iter. Total: 0.1066 s/iter. ETA=0:00:16 [03/23 09:24:55] d2.evaluation.evaluator INFO: Inference done 301/410. Dataloading: 0.0057 s/iter. Inference: 0.0995 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:11 [03/23 09:25:00] d2.evaluation.evaluator INFO: Inference done 355/410. Dataloading: 0.0051 s/iter. Inference: 0.0984 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:05 [03/23 09:25:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.381176 (0.102176 s / iter per device, on 1 devices) [03/23 09:25:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.096865 s / iter per device, on 1 devices) [03/23 09:25:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 09:25:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 09:25:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 09:25:06] d2.evaluation.testing INFO: copypaste: 0.4167,1.9613,0.0037 [03/23 09:25:06] d2.data.common INFO: Serializing the dataset using: [03/23 09:25:06] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 09:25:06] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 09:25:06] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 09:25:06] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 09:25:08] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0048 s/iter. Inference: 0.0862 s/iter. Eval: 0.0002 s/iter. Total: 0.0912 s/iter. ETA=0:00:36 [03/23 09:25:13] d2.evaluation.evaluator INFO: Inference done 65/410. Dataloading: 0.0038 s/iter. Inference: 0.0886 s/iter. Eval: 0.0003 s/iter. Total: 0.0928 s/iter. ETA=0:00:32 [03/23 09:25:18] d2.evaluation.evaluator INFO: Inference done 120/410. Dataloading: 0.0029 s/iter. Inference: 0.0891 s/iter. Eval: 0.0002 s/iter. Total: 0.0922 s/iter. ETA=0:00:26 [03/23 09:25:23] d2.evaluation.evaluator INFO: Inference done 177/410. Dataloading: 0.0032 s/iter. Inference: 0.0873 s/iter. Eval: 0.0002 s/iter. Total: 0.0908 s/iter. ETA=0:00:21 [03/23 09:25:28] d2.evaluation.evaluator INFO: Inference done 233/410. Dataloading: 0.0037 s/iter. Inference: 0.0865 s/iter. Eval: 0.0002 s/iter. Total: 0.0905 s/iter. ETA=0:00:16 [03/23 09:25:33] d2.evaluation.evaluator INFO: Inference done 288/410. Dataloading: 0.0035 s/iter. Inference: 0.0868 s/iter. Eval: 0.0003 s/iter. Total: 0.0906 s/iter. ETA=0:00:11 [03/23 09:25:38] d2.evaluation.evaluator INFO: Inference done 347/410. Dataloading: 0.0035 s/iter. Inference: 0.0858 s/iter. Eval: 0.0003 s/iter. Total: 0.0896 s/iter. ETA=0:00:05 [03/23 09:25:43] d2.evaluation.evaluator INFO: Inference done 404/410. Dataloading: 0.0034 s/iter. Inference: 0.0856 s/iter. Eval: 0.0003 s/iter. Total: 0.0893 s/iter. ETA=0:00:00 [03/23 09:25:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:36.246407 (0.089497 s / iter per device, on 1 devices) [03/23 09:25:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.085465 s / iter per device, on 1 devices) [03/23 09:25:44] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 09:25:44] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 09:25:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 09:25:44] d2.evaluation.testing INFO: copypaste: 1.6969,8.0825,0.0000 [03/23 09:25:44] d2.utils.events INFO: eta: 16:53:35 iter: 31999 total_loss: 1.435 loss_cls: 0.006107 loss_box_reg: 0.01987 loss_rpn_cls: 0.0007622 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.009985 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001822 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.6480 last_time: 1.3146 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 09:26:07] d2.utils.events INFO: eta: 16:50:52 iter: 32019 total_loss: 1.444 loss_cls: 0.006893 loss_box_reg: 0.01715 loss_rpn_cls: 0.001042 loss_rpn_loc: 0.001414 loss_D_img_s: 0.6819 loss_cls_pseudo: 0.02127 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003977 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7038 time: 0.6483 last_time: 1.3339 data_time: 0.0091 last_data_time: 0.0152 lr: 0.01 max_mem: 12686M [03/23 09:26:33] d2.utils.events INFO: eta: 16:48:04 iter: 32039 total_loss: 1.438 loss_cls: 0.00517 loss_box_reg: 0.01678 loss_rpn_cls: 0.0006337 loss_rpn_loc: 0.001055 loss_D_img_s: 0.6754 loss_cls_pseudo: 0.01364 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002871 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7158 time: 0.6487 last_time: 1.3343 data_time: 0.0089 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 09:26:58] d2.utils.events INFO: eta: 16:47:51 iter: 32059 total_loss: 1.436 loss_cls: 0.008089 loss_box_reg: 0.01903 loss_rpn_cls: 0.001299 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6681 loss_cls_pseudo: 0.01575 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002723 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7215 time: 0.6491 last_time: 1.1494 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 09:27:23] d2.utils.events INFO: eta: 16:46:34 iter: 32079 total_loss: 1.432 loss_cls: 0.006093 loss_box_reg: 0.01836 loss_rpn_cls: 0.0009166 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6967 loss_cls_pseudo: 0.01398 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002729 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6871 time: 0.6495 last_time: 1.0816 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 09:27:48] d2.utils.events INFO: eta: 16:45:43 iter: 32099 total_loss: 1.432 loss_cls: 0.005 loss_box_reg: 0.01566 loss_rpn_cls: 0.000644 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6986 loss_cls_pseudo: 0.01636 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002953 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6788 time: 0.6498 last_time: 1.1059 data_time: 0.0084 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 09:28:12] d2.utils.events INFO: eta: 16:43:31 iter: 32119 total_loss: 1.43 loss_cls: 0.007394 loss_box_reg: 0.01821 loss_rpn_cls: 0.001245 loss_rpn_loc: 0.001365 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01679 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002983 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.6502 last_time: 1.1365 data_time: 0.0077 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 09:28:37] d2.utils.events INFO: eta: 16:42:30 iter: 32139 total_loss: 1.45 loss_cls: 0.005672 loss_box_reg: 0.02116 loss_rpn_cls: 0.0007335 loss_rpn_loc: 0.001271 loss_D_img_s: 0.6699 loss_cls_pseudo: 0.02714 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.708 time: 0.6505 last_time: 1.2601 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 09:29:01] d2.utils.events INFO: eta: 16:42:04 iter: 32159 total_loss: 1.431 loss_cls: 0.005337 loss_box_reg: 0.02169 loss_rpn_cls: 0.001312 loss_rpn_loc: 0.001205 loss_D_img_s: 0.687 loss_cls_pseudo: 0.01445 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6923 time: 0.6509 last_time: 1.0974 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:29:27] d2.utils.events INFO: eta: 16:41:39 iter: 32179 total_loss: 1.438 loss_cls: 0.00452 loss_box_reg: 0.0176 loss_rpn_cls: 0.001003 loss_rpn_loc: 0.0013 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002947 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.6513 last_time: 1.1830 data_time: 0.0085 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 09:29:51] d2.utils.events INFO: eta: 16:40:24 iter: 32199 total_loss: 1.435 loss_cls: 0.005778 loss_box_reg: 0.01858 loss_rpn_cls: 0.0009928 loss_rpn_loc: 0.001066 loss_D_img_s: 0.7196 loss_cls_pseudo: 0.02406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004211 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6555 time: 0.6516 last_time: 1.2961 data_time: 0.0077 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 09:30:17] d2.utils.events INFO: eta: 16:40:55 iter: 32219 total_loss: 1.443 loss_cls: 0.005384 loss_box_reg: 0.01632 loss_rpn_cls: 0.0006086 loss_rpn_loc: 0.001306 loss_D_img_s: 0.7041 loss_cls_pseudo: 0.01829 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.6520 last_time: 1.3133 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 09:30:42] d2.utils.events INFO: eta: 16:41:25 iter: 32239 total_loss: 1.439 loss_cls: 0.006224 loss_box_reg: 0.01787 loss_rpn_cls: 0.0009011 loss_rpn_loc: 0.001313 loss_D_img_s: 0.6621 loss_cls_pseudo: 0.01352 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003646 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7206 time: 0.6524 last_time: 1.1273 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 09:31:07] d2.utils.events INFO: eta: 16:42:40 iter: 32259 total_loss: 1.44 loss_cls: 0.006726 loss_box_reg: 0.02137 loss_rpn_cls: 0.0009665 loss_rpn_loc: 0.001017 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.01852 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003511 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6854 time: 0.6528 last_time: 1.1240 data_time: 0.0080 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 09:31:33] d2.utils.events INFO: eta: 16:42:17 iter: 32279 total_loss: 1.439 loss_cls: 0.00611 loss_box_reg: 0.0183 loss_rpn_cls: 0.0009308 loss_rpn_loc: 0.001108 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.01635 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002936 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 0.6532 last_time: 1.3678 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 09:31:58] d2.utils.events INFO: eta: 16:41:56 iter: 32299 total_loss: 1.439 loss_cls: 0.005164 loss_box_reg: 0.01607 loss_rpn_cls: 0.0008005 loss_rpn_loc: 0.001342 loss_D_img_s: 0.6703 loss_cls_pseudo: 0.01969 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003548 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7156 time: 0.6535 last_time: 1.2137 data_time: 0.0087 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 09:32:22] d2.utils.events INFO: eta: 16:41:31 iter: 32319 total_loss: 1.443 loss_cls: 0.007277 loss_box_reg: 0.01941 loss_rpn_cls: 0.001611 loss_rpn_loc: 0.001196 loss_D_img_s: 0.7184 loss_cls_pseudo: 0.01485 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003127 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6634 time: 0.6539 last_time: 1.1075 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 09:32:47] d2.utils.events INFO: eta: 16:41:02 iter: 32339 total_loss: 1.442 loss_cls: 0.004771 loss_box_reg: 0.01633 loss_rpn_cls: 0.0006493 loss_rpn_loc: 0.001326 loss_D_img_s: 0.7419 loss_cls_pseudo: 0.01609 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00212 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6488 time: 0.6543 last_time: 1.0953 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 09:33:12] d2.utils.events INFO: eta: 16:40:41 iter: 32359 total_loss: 1.439 loss_cls: 0.005677 loss_box_reg: 0.01449 loss_rpn_cls: 0.0009327 loss_rpn_loc: 0.001058 loss_D_img_s: 0.6528 loss_cls_pseudo: 0.017 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004207 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7397 time: 0.6546 last_time: 1.1402 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 09:33:37] d2.utils.events INFO: eta: 16:41:46 iter: 32379 total_loss: 1.456 loss_cls: 0.004774 loss_box_reg: 0.01645 loss_rpn_cls: 0.0007666 loss_rpn_loc: 0.001245 loss_D_img_s: 0.6195 loss_cls_pseudo: 0.03185 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004296 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7609 time: 0.6550 last_time: 1.1361 data_time: 0.0077 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 09:34:01] d2.utils.events INFO: eta: 16:41:21 iter: 32399 total_loss: 1.437 loss_cls: 0.006144 loss_box_reg: 0.01627 loss_rpn_cls: 0.0008291 loss_rpn_loc: 0.001102 loss_D_img_s: 0.67 loss_cls_pseudo: 0.01916 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004807 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 0.6553 last_time: 1.1454 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 09:34:27] d2.utils.events INFO: eta: 16:42:54 iter: 32419 total_loss: 1.429 loss_cls: 0.005271 loss_box_reg: 0.01978 loss_rpn_cls: 0.0009233 loss_rpn_loc: 0.001154 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.01531 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002984 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 0.6557 last_time: 1.0951 data_time: 0.0090 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 09:34:52] d2.utils.events INFO: eta: 16:42:20 iter: 32439 total_loss: 1.438 loss_cls: 0.006353 loss_box_reg: 0.02281 loss_rpn_cls: 0.002065 loss_rpn_loc: 0.00119 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003525 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.6561 last_time: 1.2181 data_time: 0.0080 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 09:35:17] d2.utils.events INFO: eta: 16:41:40 iter: 32459 total_loss: 1.447 loss_cls: 0.00701 loss_box_reg: 0.01765 loss_rpn_cls: 0.0008886 loss_rpn_loc: 0.00144 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.02507 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.009131 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.6564 last_time: 1.1167 data_time: 0.0087 last_data_time: 0.0120 lr: 0.01 max_mem: 12686M [03/23 09:35:42] d2.utils.events INFO: eta: 16:41:15 iter: 32479 total_loss: 1.434 loss_cls: 0.005947 loss_box_reg: 0.01823 loss_rpn_cls: 0.0004551 loss_rpn_loc: 0.001412 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.01848 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 0.6568 last_time: 1.2999 data_time: 0.0080 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 09:36:07] d2.utils.events INFO: eta: 16:41:32 iter: 32499 total_loss: 1.432 loss_cls: 0.004449 loss_box_reg: 0.01587 loss_rpn_cls: 0.0006733 loss_rpn_loc: 0.001158 loss_D_img_s: 0.6972 loss_cls_pseudo: 0.0158 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003017 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.6572 last_time: 1.4856 data_time: 0.0087 last_data_time: 0.0116 lr: 0.01 max_mem: 12686M [03/23 09:36:33] d2.utils.events INFO: eta: 16:41:55 iter: 32519 total_loss: 1.448 loss_cls: 0.008145 loss_box_reg: 0.01573 loss_rpn_cls: 0.001752 loss_rpn_loc: 0.001291 loss_D_img_s: 0.7162 loss_cls_pseudo: 0.02406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007113 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6691 time: 0.6576 last_time: 1.3128 data_time: 0.0084 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 09:36:59] d2.utils.events INFO: eta: 16:41:54 iter: 32539 total_loss: 1.448 loss_cls: 0.006317 loss_box_reg: 0.01813 loss_rpn_cls: 0.001651 loss_rpn_loc: 0.001272 loss_D_img_s: 0.723 loss_cls_pseudo: 0.01653 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005374 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6658 time: 0.6580 last_time: 1.1537 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 09:37:24] d2.utils.events INFO: eta: 16:41:52 iter: 32559 total_loss: 1.445 loss_cls: 0.006384 loss_box_reg: 0.01644 loss_rpn_cls: 0.0009086 loss_rpn_loc: 0.001308 loss_D_img_s: 0.7053 loss_cls_pseudo: 0.02039 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 0.6583 last_time: 1.1746 data_time: 0.0077 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 09:37:49] d2.utils.events INFO: eta: 16:40:11 iter: 32579 total_loss: 1.437 loss_cls: 0.004922 loss_box_reg: 0.01424 loss_rpn_cls: 0.000654 loss_rpn_loc: 0.001403 loss_D_img_s: 0.6711 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003691 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7126 time: 0.6587 last_time: 1.3119 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 09:38:14] d2.utils.events INFO: eta: 16:40:04 iter: 32599 total_loss: 1.438 loss_cls: 0.006625 loss_box_reg: 0.01846 loss_rpn_cls: 0.001234 loss_rpn_loc: 0.001335 loss_D_img_s: 0.6536 loss_cls_pseudo: 0.01697 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002941 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7336 time: 0.6591 last_time: 1.2941 data_time: 0.0086 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 09:38:39] d2.utils.events INFO: eta: 16:40:00 iter: 32619 total_loss: 1.429 loss_cls: 0.005446 loss_box_reg: 0.01578 loss_rpn_cls: 0.000792 loss_rpn_loc: 0.001045 loss_D_img_s: 0.6753 loss_cls_pseudo: 0.01224 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002414 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7066 time: 0.6594 last_time: 1.1640 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 09:39:03] d2.utils.events INFO: eta: 16:38:34 iter: 32639 total_loss: 1.437 loss_cls: 0.004694 loss_box_reg: 0.01667 loss_rpn_cls: 0.00081 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6887 loss_cls_pseudo: 0.01911 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004246 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.6598 last_time: 1.0959 data_time: 0.0077 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 09:39:29] d2.utils.events INFO: eta: 16:37:58 iter: 32659 total_loss: 1.441 loss_cls: 0.006133 loss_box_reg: 0.01498 loss_rpn_cls: 0.001581 loss_rpn_loc: 0.00112 loss_D_img_s: 0.69 loss_cls_pseudo: 0.02686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005961 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.6601 last_time: 1.1398 data_time: 0.0077 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 09:39:53] d2.utils.events INFO: eta: 16:37:10 iter: 32679 total_loss: 1.44 loss_cls: 0.008003 loss_box_reg: 0.0182 loss_rpn_cls: 0.002515 loss_rpn_loc: 0.001609 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.0172 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6896 time: 0.6605 last_time: 1.1026 data_time: 0.0080 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 09:40:17] d2.utils.events INFO: eta: 16:36:26 iter: 32699 total_loss: 1.455 loss_cls: 0.008583 loss_box_reg: 0.02353 loss_rpn_cls: 0.0022 loss_rpn_loc: 0.001182 loss_D_img_s: 0.6944 loss_cls_pseudo: 0.01717 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004454 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.6608 last_time: 1.2556 data_time: 0.0085 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 09:40:52] d2.utils.events INFO: eta: 16:38:06 iter: 32719 total_loss: 1.441 loss_cls: 0.00658 loss_box_reg: 0.01921 loss_rpn_cls: 0.001894 loss_rpn_loc: 0.001125 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.01551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002623 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6888 time: 0.6615 last_time: 1.8786 data_time: 0.0094 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 09:41:18] d2.utils.events INFO: eta: 16:37:47 iter: 32739 total_loss: 1.428 loss_cls: 0.005205 loss_box_reg: 0.01568 loss_rpn_cls: 0.0006523 loss_rpn_loc: 0.001127 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01498 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002265 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.6619 last_time: 1.2613 data_time: 0.0081 last_data_time: 0.0052 lr: 0.01 max_mem: 12686M [03/23 09:41:43] d2.utils.events INFO: eta: 16:38:11 iter: 32759 total_loss: 1.444 loss_cls: 0.005504 loss_box_reg: 0.01551 loss_rpn_cls: 0.001317 loss_rpn_loc: 0.001003 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01797 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002341 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.6622 last_time: 1.1526 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 09:42:08] d2.utils.events INFO: eta: 16:37:45 iter: 32779 total_loss: 1.442 loss_cls: 0.005715 loss_box_reg: 0.0179 loss_rpn_cls: 0.0008287 loss_rpn_loc: 0.001291 loss_D_img_s: 0.7065 loss_cls_pseudo: 0.02022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004568 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.6626 last_time: 1.1012 data_time: 0.0092 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 09:42:33] d2.utils.events INFO: eta: 16:36:57 iter: 32799 total_loss: 1.433 loss_cls: 0.005691 loss_box_reg: 0.01856 loss_rpn_cls: 0.0009127 loss_rpn_loc: 0.001345 loss_D_img_s: 0.7257 loss_cls_pseudo: 0.0101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001895 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6606 time: 0.6629 last_time: 1.1143 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 09:42:58] d2.utils.events INFO: eta: 16:36:00 iter: 32819 total_loss: 1.447 loss_cls: 0.007391 loss_box_reg: 0.01982 loss_rpn_cls: 0.001521 loss_rpn_loc: 0.001431 loss_D_img_s: 0.7426 loss_cls_pseudo: 0.01974 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002525 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.644 time: 0.6633 last_time: 1.1261 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 09:43:24] d2.utils.events INFO: eta: 16:35:32 iter: 32839 total_loss: 1.443 loss_cls: 0.004487 loss_box_reg: 0.0173 loss_rpn_cls: 0.0009113 loss_rpn_loc: 0.001095 loss_D_img_s: 0.7063 loss_cls_pseudo: 0.02253 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004038 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6788 time: 0.6637 last_time: 1.1334 data_time: 0.0085 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 09:43:49] d2.utils.events INFO: eta: 16:35:41 iter: 32859 total_loss: 1.425 loss_cls: 0.006169 loss_box_reg: 0.02129 loss_rpn_cls: 0.0008538 loss_rpn_loc: 0.001203 loss_D_img_s: 0.6585 loss_cls_pseudo: 0.01109 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001482 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7192 time: 0.6640 last_time: 1.1135 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 09:44:15] d2.utils.events INFO: eta: 16:35:39 iter: 32879 total_loss: 1.442 loss_cls: 0.006832 loss_box_reg: 0.01732 loss_rpn_cls: 0.0008545 loss_rpn_loc: 0.001177 loss_D_img_s: 0.6631 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004003 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7226 time: 0.6644 last_time: 1.4732 data_time: 0.0073 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 09:44:39] d2.utils.events INFO: eta: 16:34:50 iter: 32899 total_loss: 1.448 loss_cls: 0.006864 loss_box_reg: 0.01672 loss_rpn_cls: 0.001303 loss_rpn_loc: 0.00137 loss_D_img_s: 0.6809 loss_cls_pseudo: 0.02383 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006574 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7049 time: 0.6648 last_time: 1.2607 data_time: 0.0082 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 09:45:04] d2.utils.events INFO: eta: 16:32:45 iter: 32919 total_loss: 1.448 loss_cls: 0.007908 loss_box_reg: 0.01882 loss_rpn_cls: 0.0009257 loss_rpn_loc: 0.001418 loss_D_img_s: 0.6911 loss_cls_pseudo: 0.02265 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 0.6651 last_time: 1.2721 data_time: 0.0081 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 09:45:29] d2.utils.events INFO: eta: 16:33:28 iter: 32939 total_loss: 1.43 loss_cls: 0.006629 loss_box_reg: 0.01844 loss_rpn_cls: 0.001011 loss_rpn_loc: 0.001475 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.01756 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003827 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.6655 last_time: 1.2862 data_time: 0.0081 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 09:45:54] d2.utils.events INFO: eta: 16:33:55 iter: 32959 total_loss: 1.412 loss_cls: 0.003666 loss_box_reg: 0.01729 loss_rpn_cls: 0.0006292 loss_rpn_loc: 0.001461 loss_D_img_s: 0.6904 loss_cls_pseudo: 0.01547 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003456 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6746 time: 0.6658 last_time: 1.1152 data_time: 0.0080 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 09:46:20] d2.utils.events INFO: eta: 16:34:01 iter: 32979 total_loss: 1.409 loss_cls: 0.00564 loss_box_reg: 0.01809 loss_rpn_cls: 0.0009753 loss_rpn_loc: 0.001408 loss_D_img_s: 0.6991 loss_cls_pseudo: 0.01668 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002509 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6553 time: 0.6662 last_time: 1.1327 data_time: 0.0089 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 09:46:45] d2.data.common INFO: Serializing the dataset using: [03/23 09:46:45] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 09:46:45] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 09:46:45] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 09:46:45] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 09:46:47] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0142 s/iter. Inference: 0.1016 s/iter. Eval: 0.0002 s/iter. Total: 0.1160 s/iter. ETA=0:00:46 [03/23 09:46:52] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0048 s/iter. Inference: 0.0953 s/iter. Eval: 0.0004 s/iter. Total: 0.1005 s/iter. ETA=0:00:34 [03/23 09:46:57] d2.evaluation.evaluator INFO: Inference done 116/410. Dataloading: 0.0045 s/iter. Inference: 0.0927 s/iter. Eval: 0.0003 s/iter. Total: 0.0975 s/iter. ETA=0:00:28 [03/23 09:47:02] d2.evaluation.evaluator INFO: Inference done 169/410. Dataloading: 0.0042 s/iter. Inference: 0.0924 s/iter. Eval: 0.0002 s/iter. Total: 0.0969 s/iter. ETA=0:00:23 [03/23 09:47:07] d2.evaluation.evaluator INFO: Inference done 221/410. Dataloading: 0.0040 s/iter. Inference: 0.0924 s/iter. Eval: 0.0003 s/iter. Total: 0.0968 s/iter. ETA=0:00:18 [03/23 09:47:12] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0040 s/iter. Inference: 0.0919 s/iter. Eval: 0.0003 s/iter. Total: 0.0962 s/iter. ETA=0:00:12 [03/23 09:47:17] d2.evaluation.evaluator INFO: Inference done 338/410. Dataloading: 0.0035 s/iter. Inference: 0.0893 s/iter. Eval: 0.0003 s/iter. Total: 0.0931 s/iter. ETA=0:00:06 [03/23 09:47:22] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0036 s/iter. Inference: 0.0893 s/iter. Eval: 0.0003 s/iter. Total: 0.0932 s/iter. ETA=0:00:01 [03/23 09:47:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.879061 (0.093529 s / iter per device, on 1 devices) [03/23 09:47:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.089397 s / iter per device, on 1 devices) [03/23 09:47:25] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 09:47:25] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 09:47:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 09:47:25] d2.evaluation.testing INFO: copypaste: 0.6178,3.0610,0.0578 [03/23 09:47:25] d2.data.common INFO: Serializing the dataset using: [03/23 09:47:25] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 09:47:25] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 09:47:25] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 09:47:25] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 09:47:27] d2.evaluation.evaluator INFO: Inference done 20/410. Dataloading: 0.0051 s/iter. Inference: 0.1133 s/iter. Eval: 0.0005 s/iter. Total: 0.1189 s/iter. ETA=0:00:46 [03/23 09:47:33] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0056 s/iter. Inference: 0.1022 s/iter. Eval: 0.0003 s/iter. Total: 0.1082 s/iter. ETA=0:00:37 [03/23 09:47:38] d2.evaluation.evaluator INFO: Inference done 119/410. Dataloading: 0.0046 s/iter. Inference: 0.0991 s/iter. Eval: 0.0004 s/iter. Total: 0.1041 s/iter. ETA=0:00:30 [03/23 09:47:43] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0043 s/iter. Inference: 0.1002 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:25 [03/23 09:47:48] d2.evaluation.evaluator INFO: Inference done 219/410. Dataloading: 0.0040 s/iter. Inference: 0.0984 s/iter. Eval: 0.0003 s/iter. Total: 0.1028 s/iter. ETA=0:00:19 [03/23 09:47:53] d2.evaluation.evaluator INFO: Inference done 272/410. Dataloading: 0.0041 s/iter. Inference: 0.0968 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:13 [03/23 09:47:58] d2.evaluation.evaluator INFO: Inference done 323/410. Dataloading: 0.0038 s/iter. Inference: 0.0966 s/iter. Eval: 0.0003 s/iter. Total: 0.1009 s/iter. ETA=0:00:08 [03/23 09:48:03] d2.evaluation.evaluator INFO: Inference done 375/410. Dataloading: 0.0037 s/iter. Inference: 0.0964 s/iter. Eval: 0.0003 s/iter. Total: 0.1005 s/iter. ETA=0:00:03 [03/23 09:48:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.766743 (0.100659 s / iter per device, on 1 devices) [03/23 09:48:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.096353 s / iter per device, on 1 devices) [03/23 09:48:07] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 09:48:07] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 09:48:07] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 09:48:07] d2.evaluation.testing INFO: copypaste: 1.5086,7.3687,0.0397 [03/23 09:48:07] d2.utils.events INFO: eta: 16:34:01 iter: 32999 total_loss: 1.412 loss_cls: 0.006151 loss_box_reg: 0.02139 loss_rpn_cls: 0.001149 loss_rpn_loc: 0.001188 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01348 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002657 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6568 time: 0.6666 last_time: 1.1068 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 09:48:31] d2.utils.events INFO: eta: 16:33:40 iter: 33019 total_loss: 1.441 loss_cls: 0.007879 loss_box_reg: 0.0182 loss_rpn_cls: 0.001492 loss_rpn_loc: 0.001486 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.01857 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00351 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 0.6669 last_time: 1.5100 data_time: 0.0082 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 09:48:56] d2.utils.events INFO: eta: 16:33:07 iter: 33039 total_loss: 1.435 loss_cls: 0.004839 loss_box_reg: 0.01578 loss_rpn_cls: 0.001113 loss_rpn_loc: 0.001008 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.008641 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002697 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6936 time: 0.6672 last_time: 1.4878 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 09:49:22] d2.utils.events INFO: eta: 16:33:34 iter: 33059 total_loss: 1.436 loss_cls: 0.007034 loss_box_reg: 0.02228 loss_rpn_cls: 0.001035 loss_rpn_loc: 0.001342 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01559 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002832 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7034 time: 0.6676 last_time: 1.3744 data_time: 0.0082 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 09:49:47] d2.utils.events INFO: eta: 16:33:09 iter: 33079 total_loss: 1.427 loss_cls: 0.004413 loss_box_reg: 0.01708 loss_rpn_cls: 0.0006544 loss_rpn_loc: 0.001203 loss_D_img_s: 0.6671 loss_cls_pseudo: 0.02278 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004205 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7083 time: 0.6680 last_time: 1.1377 data_time: 0.0077 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 09:50:12] d2.utils.events INFO: eta: 16:32:25 iter: 33099 total_loss: 1.422 loss_cls: 0.00458 loss_box_reg: 0.01797 loss_rpn_cls: 0.001052 loss_rpn_loc: 0.001078 loss_D_img_s: 0.6872 loss_cls_pseudo: 0.01005 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002635 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.6683 last_time: 1.1305 data_time: 0.0085 last_data_time: 0.0138 lr: 0.01 max_mem: 12686M [03/23 09:50:37] d2.utils.events INFO: eta: 16:32:25 iter: 33119 total_loss: 1.447 loss_cls: 0.006243 loss_box_reg: 0.02104 loss_rpn_cls: 0.001309 loss_rpn_loc: 0.001344 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01108 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002811 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7091 time: 0.6687 last_time: 1.3042 data_time: 0.0078 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 09:51:03] d2.utils.events INFO: eta: 16:32:12 iter: 33139 total_loss: 1.436 loss_cls: 0.007907 loss_box_reg: 0.02123 loss_rpn_cls: 0.001474 loss_rpn_loc: 0.001537 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.01225 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001851 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6966 time: 0.6690 last_time: 1.2587 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 09:51:28] d2.utils.events INFO: eta: 16:32:02 iter: 33159 total_loss: 1.421 loss_cls: 0.005639 loss_box_reg: 0.01285 loss_rpn_cls: 0.001214 loss_rpn_loc: 0.0009748 loss_D_img_s: 0.6668 loss_cls_pseudo: 0.01469 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.711 time: 0.6694 last_time: 1.0833 data_time: 0.0087 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 09:51:53] d2.utils.events INFO: eta: 16:31:21 iter: 33179 total_loss: 1.431 loss_cls: 0.007199 loss_box_reg: 0.0188 loss_rpn_cls: 0.001314 loss_rpn_loc: 0.001075 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.0167 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004838 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.6698 last_time: 1.3182 data_time: 0.0089 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 09:52:18] d2.utils.events INFO: eta: 16:30:40 iter: 33199 total_loss: 1.442 loss_cls: 0.008006 loss_box_reg: 0.02313 loss_rpn_cls: 0.001111 loss_rpn_loc: 0.001276 loss_D_img_s: 0.6823 loss_cls_pseudo: 0.01594 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002445 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7055 time: 0.6701 last_time: 1.1345 data_time: 0.0076 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 09:52:44] d2.utils.events INFO: eta: 16:30:11 iter: 33219 total_loss: 1.456 loss_cls: 0.005894 loss_box_reg: 0.01987 loss_rpn_cls: 0.00111 loss_rpn_loc: 0.00135 loss_D_img_s: 0.7046 loss_cls_pseudo: 0.01788 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005118 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 0.6705 last_time: 1.4995 data_time: 0.0085 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 09:53:08] d2.utils.events INFO: eta: 16:29:01 iter: 33239 total_loss: 1.44 loss_cls: 0.005242 loss_box_reg: 0.017 loss_rpn_cls: 0.001088 loss_rpn_loc: 0.001189 loss_D_img_s: 0.7219 loss_cls_pseudo: 0.01348 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002653 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6696 time: 0.6708 last_time: 1.1327 data_time: 0.0081 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 09:53:33] d2.utils.events INFO: eta: 16:29:13 iter: 33259 total_loss: 1.449 loss_cls: 0.005111 loss_box_reg: 0.01365 loss_rpn_cls: 0.0008493 loss_rpn_loc: 0.001219 loss_D_img_s: 0.698 loss_cls_pseudo: 0.02567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007436 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.6712 last_time: 1.2742 data_time: 0.0079 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 09:53:59] d2.utils.events INFO: eta: 16:29:02 iter: 33279 total_loss: 1.44 loss_cls: 0.008926 loss_box_reg: 0.02045 loss_rpn_cls: 0.001638 loss_rpn_loc: 0.001635 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.01492 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002342 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.6715 last_time: 1.3205 data_time: 0.0085 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 09:54:24] d2.utils.events INFO: eta: 16:28:42 iter: 33299 total_loss: 1.426 loss_cls: 0.005918 loss_box_reg: 0.01567 loss_rpn_cls: 0.0009544 loss_rpn_loc: 0.001377 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.01512 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004483 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6936 time: 0.6719 last_time: 1.1335 data_time: 0.0086 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 09:54:49] d2.utils.events INFO: eta: 16:28:39 iter: 33319 total_loss: 1.44 loss_cls: 0.006727 loss_box_reg: 0.01792 loss_rpn_cls: 0.001068 loss_rpn_loc: 0.001019 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.01657 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003081 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 0.6722 last_time: 1.1264 data_time: 0.0087 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 09:55:14] d2.utils.events INFO: eta: 16:28:43 iter: 33339 total_loss: 1.438 loss_cls: 0.005175 loss_box_reg: 0.01462 loss_rpn_cls: 0.0008258 loss_rpn_loc: 0.0008766 loss_D_img_s: 0.7069 loss_cls_pseudo: 0.01519 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002441 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.6726 last_time: 1.1050 data_time: 0.0086 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 09:55:38] d2.utils.events INFO: eta: 16:27:52 iter: 33359 total_loss: 1.432 loss_cls: 0.007016 loss_box_reg: 0.01957 loss_rpn_cls: 0.0009296 loss_rpn_loc: 0.001399 loss_D_img_s: 0.6874 loss_cls_pseudo: 0.01473 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002304 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 0.6729 last_time: 1.1435 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 09:56:03] d2.utils.events INFO: eta: 16:27:15 iter: 33379 total_loss: 1.431 loss_cls: 0.004999 loss_box_reg: 0.01541 loss_rpn_cls: 0.001124 loss_rpn_loc: 0.001155 loss_D_img_s: 0.6872 loss_cls_pseudo: 0.01316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001953 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.6732 last_time: 1.5040 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 09:56:28] d2.utils.events INFO: eta: 16:28:29 iter: 33399 total_loss: 1.427 loss_cls: 0.005379 loss_box_reg: 0.01718 loss_rpn_cls: 0.0006257 loss_rpn_loc: 0.00113 loss_D_img_s: 0.6751 loss_cls_pseudo: 0.01616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002201 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7044 time: 0.6736 last_time: 1.2705 data_time: 0.0084 last_data_time: 0.0138 lr: 0.01 max_mem: 12686M [03/23 09:56:53] d2.utils.events INFO: eta: 16:27:15 iter: 33419 total_loss: 1.431 loss_cls: 0.004749 loss_box_reg: 0.01626 loss_rpn_cls: 0.0008591 loss_rpn_loc: 0.001145 loss_D_img_s: 0.654 loss_cls_pseudo: 0.01929 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003638 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7266 time: 0.6739 last_time: 1.2946 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 09:57:19] d2.utils.events INFO: eta: 16:28:15 iter: 33439 total_loss: 1.432 loss_cls: 0.005594 loss_box_reg: 0.01593 loss_rpn_cls: 0.001154 loss_rpn_loc: 0.001153 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.01869 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002882 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 0.6743 last_time: 1.4785 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 09:57:45] d2.utils.events INFO: eta: 16:29:06 iter: 33459 total_loss: 1.445 loss_cls: 0.008286 loss_box_reg: 0.01903 loss_rpn_cls: 0.001704 loss_rpn_loc: 0.001216 loss_D_img_s: 0.7088 loss_cls_pseudo: 0.01699 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005178 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6771 time: 0.6747 last_time: 1.2384 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 09:58:09] d2.utils.events INFO: eta: 16:27:06 iter: 33479 total_loss: 1.428 loss_cls: 0.005128 loss_box_reg: 0.0169 loss_rpn_cls: 0.0007327 loss_rpn_loc: 0.001203 loss_D_img_s: 0.7163 loss_cls_pseudo: 0.0109 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6669 time: 0.6750 last_time: 1.1144 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 09:58:34] d2.utils.events INFO: eta: 16:26:02 iter: 33499 total_loss: 1.45 loss_cls: 0.008465 loss_box_reg: 0.01767 loss_rpn_cls: 0.0008978 loss_rpn_loc: 0.001109 loss_D_img_s: 0.7252 loss_cls_pseudo: 0.02129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003143 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6547 time: 0.6753 last_time: 1.3956 data_time: 0.0088 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 09:58:59] d2.utils.events INFO: eta: 16:24:28 iter: 33519 total_loss: 1.437 loss_cls: 0.006719 loss_box_reg: 0.01836 loss_rpn_cls: 0.0009873 loss_rpn_loc: 0.001552 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.02034 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002667 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 0.6757 last_time: 1.2300 data_time: 0.0085 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 09:59:23] d2.utils.events INFO: eta: 16:23:37 iter: 33539 total_loss: 1.422 loss_cls: 0.003832 loss_box_reg: 0.01394 loss_rpn_cls: 0.0005119 loss_rpn_loc: 0.001175 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.01104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002067 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.6760 last_time: 1.1158 data_time: 0.0092 last_data_time: 0.0059 lr: 0.01 max_mem: 12686M [03/23 09:59:48] d2.utils.events INFO: eta: 16:23:07 iter: 33559 total_loss: 1.442 loss_cls: 0.004828 loss_box_reg: 0.01762 loss_rpn_cls: 0.0007072 loss_rpn_loc: 0.001152 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.01546 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005087 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 0.6763 last_time: 1.2979 data_time: 0.0082 last_data_time: 0.0106 lr: 0.01 max_mem: 12686M [03/23 10:00:14] d2.utils.events INFO: eta: 16:23:23 iter: 33579 total_loss: 1.441 loss_cls: 0.005858 loss_box_reg: 0.01771 loss_rpn_cls: 0.0007237 loss_rpn_loc: 0.001239 loss_D_img_s: 0.6708 loss_cls_pseudo: 0.01791 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004443 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7093 time: 0.6767 last_time: 1.0998 data_time: 0.0089 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 10:00:39] d2.utils.events INFO: eta: 16:22:47 iter: 33599 total_loss: 1.435 loss_cls: 0.004606 loss_box_reg: 0.01411 loss_rpn_cls: 0.0008064 loss_rpn_loc: 0.001122 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.02125 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003838 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7186 time: 0.6770 last_time: 1.1522 data_time: 0.0086 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 10:01:04] d2.utils.events INFO: eta: 16:23:01 iter: 33619 total_loss: 1.437 loss_cls: 0.004635 loss_box_reg: 0.01838 loss_rpn_cls: 0.0009323 loss_rpn_loc: 0.00149 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.02223 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6925 time: 0.6774 last_time: 1.5009 data_time: 0.0091 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 10:01:28] d2.utils.events INFO: eta: 16:23:04 iter: 33639 total_loss: 1.432 loss_cls: 0.003826 loss_box_reg: 0.01342 loss_rpn_cls: 0.0006247 loss_rpn_loc: 0.001137 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.02094 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002951 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.6777 last_time: 1.2752 data_time: 0.0088 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 10:01:53] d2.utils.events INFO: eta: 16:22:10 iter: 33659 total_loss: 1.443 loss_cls: 0.007286 loss_box_reg: 0.01822 loss_rpn_cls: 0.0009498 loss_rpn_loc: 0.001372 loss_D_img_s: 0.6972 loss_cls_pseudo: 0.01849 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001673 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.6780 last_time: 1.0945 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 10:02:18] d2.utils.events INFO: eta: 16:22:32 iter: 33679 total_loss: 1.431 loss_cls: 0.004868 loss_box_reg: 0.01602 loss_rpn_cls: 0.0007834 loss_rpn_loc: 0.001446 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.01272 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002506 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 0.6784 last_time: 1.1184 data_time: 0.0088 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 10:02:43] d2.utils.events INFO: eta: 16:23:43 iter: 33699 total_loss: 1.433 loss_cls: 0.004693 loss_box_reg: 0.01689 loss_rpn_cls: 0.001196 loss_rpn_loc: 0.001049 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.01869 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003651 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 0.6787 last_time: 1.1827 data_time: 0.0084 last_data_time: 0.0107 lr: 0.01 max_mem: 12686M [03/23 10:03:09] d2.utils.events INFO: eta: 16:21:31 iter: 33719 total_loss: 1.443 loss_cls: 0.005701 loss_box_reg: 0.01525 loss_rpn_cls: 0.0006002 loss_rpn_loc: 0.001098 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.02819 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004173 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 0.6791 last_time: 1.2669 data_time: 0.0075 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 10:03:34] d2.utils.events INFO: eta: 16:21:35 iter: 33739 total_loss: 1.454 loss_cls: 0.006806 loss_box_reg: 0.02214 loss_rpn_cls: 0.001102 loss_rpn_loc: 0.001379 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.01961 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004294 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.6794 last_time: 1.1078 data_time: 0.0085 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 10:03:58] d2.utils.events INFO: eta: 16:19:58 iter: 33759 total_loss: 1.43 loss_cls: 0.005178 loss_box_reg: 0.01668 loss_rpn_cls: 0.0008704 loss_rpn_loc: 0.001114 loss_D_img_s: 0.6833 loss_cls_pseudo: 0.01559 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 0.6797 last_time: 1.1083 data_time: 0.0080 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 10:04:23] d2.utils.events INFO: eta: 16:20:25 iter: 33779 total_loss: 1.437 loss_cls: 0.005599 loss_box_reg: 0.01693 loss_rpn_cls: 0.0006813 loss_rpn_loc: 0.001356 loss_D_img_s: 0.6726 loss_cls_pseudo: 0.01751 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002515 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7094 time: 0.6801 last_time: 1.1777 data_time: 0.0085 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 10:04:49] d2.utils.events INFO: eta: 16:20:05 iter: 33799 total_loss: 1.427 loss_cls: 0.006234 loss_box_reg: 0.01748 loss_rpn_cls: 0.00107 loss_rpn_loc: 0.001709 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.01009 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001246 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 0.6804 last_time: 1.2683 data_time: 0.0087 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 10:05:14] d2.utils.events INFO: eta: 16:20:34 iter: 33819 total_loss: 1.449 loss_cls: 0.00558 loss_box_reg: 0.01499 loss_rpn_cls: 0.0008569 loss_rpn_loc: 0.001189 loss_D_img_s: 0.6953 loss_cls_pseudo: 0.01731 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005769 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.6808 last_time: 1.3186 data_time: 0.0082 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 10:05:38] d2.utils.events INFO: eta: 16:19:04 iter: 33839 total_loss: 1.43 loss_cls: 0.005355 loss_box_reg: 0.01484 loss_rpn_cls: 0.001098 loss_rpn_loc: 0.001061 loss_D_img_s: 0.6959 loss_cls_pseudo: 0.01571 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003219 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.6811 last_time: 1.1187 data_time: 0.0077 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:06:04] d2.utils.events INFO: eta: 16:18:38 iter: 33859 total_loss: 1.426 loss_cls: 0.004495 loss_box_reg: 0.01644 loss_rpn_cls: 0.0006234 loss_rpn_loc: 0.001061 loss_D_img_s: 0.7039 loss_cls_pseudo: 0.01135 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002705 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6779 time: 0.6814 last_time: 1.1290 data_time: 0.0081 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 10:06:30] d2.utils.events INFO: eta: 16:18:13 iter: 33879 total_loss: 1.447 loss_cls: 0.006833 loss_box_reg: 0.01992 loss_rpn_cls: 0.0009694 loss_rpn_loc: 0.00135 loss_D_img_s: 0.7064 loss_cls_pseudo: 0.01711 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0043 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6764 time: 0.6818 last_time: 1.3943 data_time: 0.0082 last_data_time: 0.0060 lr: 0.01 max_mem: 12686M [03/23 10:06:55] d2.utils.events INFO: eta: 16:17:52 iter: 33899 total_loss: 1.448 loss_cls: 0.007037 loss_box_reg: 0.02321 loss_rpn_cls: 0.001132 loss_rpn_loc: 0.00128 loss_D_img_s: 0.7034 loss_cls_pseudo: 0.02066 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003546 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6769 time: 0.6821 last_time: 1.4671 data_time: 0.0082 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 10:07:19] d2.utils.events INFO: eta: 16:18:03 iter: 33919 total_loss: 1.425 loss_cls: 0.005789 loss_box_reg: 0.01613 loss_rpn_cls: 0.0008337 loss_rpn_loc: 0.001203 loss_D_img_s: 0.6988 loss_cls_pseudo: 0.0114 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002388 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6787 time: 0.6824 last_time: 1.2767 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 10:07:44] d2.utils.events INFO: eta: 16:17:37 iter: 33939 total_loss: 1.434 loss_cls: 0.004911 loss_box_reg: 0.01439 loss_rpn_cls: 0.0004954 loss_rpn_loc: 0.001236 loss_D_img_s: 0.6746 loss_cls_pseudo: 0.01784 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004371 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.71 time: 0.6828 last_time: 1.3010 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 10:08:09] d2.utils.events INFO: eta: 16:16:26 iter: 33959 total_loss: 1.436 loss_cls: 0.005364 loss_box_reg: 0.01838 loss_rpn_cls: 0.0007944 loss_rpn_loc: 0.001371 loss_D_img_s: 0.666 loss_cls_pseudo: 0.02133 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003312 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7129 time: 0.6831 last_time: 1.2764 data_time: 0.0082 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 10:08:33] d2.utils.events INFO: eta: 16:15:36 iter: 33979 total_loss: 1.449 loss_cls: 0.006664 loss_box_reg: 0.01615 loss_rpn_cls: 0.0006199 loss_rpn_loc: 0.001111 loss_D_img_s: 0.6732 loss_cls_pseudo: 0.02466 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004141 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7106 time: 0.6834 last_time: 1.2984 data_time: 0.0074 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 10:08:59] d2.data.common INFO: Serializing the dataset using: [03/23 10:08:59] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 10:08:59] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 10:08:59] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 10:08:59] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 10:09:00] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0110 s/iter. Inference: 0.0988 s/iter. Eval: 0.0002 s/iter. Total: 0.1101 s/iter. ETA=0:00:43 [03/23 10:09:06] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0064 s/iter. Inference: 0.1003 s/iter. Eval: 0.0002 s/iter. Total: 0.1070 s/iter. ETA=0:00:37 [03/23 10:09:11] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0058 s/iter. Inference: 0.1016 s/iter. Eval: 0.0002 s/iter. Total: 0.1077 s/iter. ETA=0:00:32 [03/23 10:09:16] d2.evaluation.evaluator INFO: Inference done 155/410. Dataloading: 0.0048 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1063 s/iter. ETA=0:00:27 [03/23 10:09:21] d2.evaluation.evaluator INFO: Inference done 200/410. Dataloading: 0.0046 s/iter. Inference: 0.1029 s/iter. Eval: 0.0003 s/iter. Total: 0.1079 s/iter. ETA=0:00:22 [03/23 10:09:26] d2.evaluation.evaluator INFO: Inference done 250/410. Dataloading: 0.0042 s/iter. Inference: 0.1017 s/iter. Eval: 0.0003 s/iter. Total: 0.1064 s/iter. ETA=0:00:17 [03/23 10:09:31] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0039 s/iter. Inference: 0.1006 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:11 [03/23 10:09:36] d2.evaluation.evaluator INFO: Inference done 350/410. Dataloading: 0.0037 s/iter. Inference: 0.1008 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:06 [03/23 10:09:41] d2.evaluation.evaluator INFO: Inference done 398/410. Dataloading: 0.0036 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:01 [03/23 10:09:42] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.552782 (0.105069 s / iter per device, on 1 devices) [03/23 10:09:42] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100664 s / iter per device, on 1 devices) [03/23 10:09:43] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 10:09:43] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 10:09:43] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 10:09:43] d2.evaluation.testing INFO: copypaste: 2.0173,7.9424,0.4776 [03/23 10:09:43] d2.data.common INFO: Serializing the dataset using: [03/23 10:09:43] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 10:09:43] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 10:09:43] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 10:09:43] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 10:09:46] d2.evaluation.evaluator INFO: Inference done 29/410. Dataloading: 0.0027 s/iter. Inference: 0.0907 s/iter. Eval: 0.0004 s/iter. Total: 0.0938 s/iter. ETA=0:00:35 [03/23 10:09:51] d2.evaluation.evaluator INFO: Inference done 79/410. Dataloading: 0.0037 s/iter. Inference: 0.0942 s/iter. Eval: 0.0003 s/iter. Total: 0.0982 s/iter. ETA=0:00:32 [03/23 10:09:56] d2.evaluation.evaluator INFO: Inference done 131/410. Dataloading: 0.0036 s/iter. Inference: 0.0941 s/iter. Eval: 0.0003 s/iter. Total: 0.0981 s/iter. ETA=0:00:27 [03/23 10:10:01] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0040 s/iter. Inference: 0.0960 s/iter. Eval: 0.0003 s/iter. Total: 0.1004 s/iter. ETA=0:00:23 [03/23 10:10:06] d2.evaluation.evaluator INFO: Inference done 225/410. Dataloading: 0.0040 s/iter. Inference: 0.0975 s/iter. Eval: 0.0003 s/iter. Total: 0.1018 s/iter. ETA=0:00:18 [03/23 10:10:11] d2.evaluation.evaluator INFO: Inference done 272/410. Dataloading: 0.0043 s/iter. Inference: 0.0981 s/iter. Eval: 0.0003 s/iter. Total: 0.1027 s/iter. ETA=0:00:14 [03/23 10:10:16] d2.evaluation.evaluator INFO: Inference done 323/410. Dataloading: 0.0045 s/iter. Inference: 0.0976 s/iter. Eval: 0.0003 s/iter. Total: 0.1024 s/iter. ETA=0:00:08 [03/23 10:10:22] d2.evaluation.evaluator INFO: Inference done 371/410. Dataloading: 0.0045 s/iter. Inference: 0.0980 s/iter. Eval: 0.0003 s/iter. Total: 0.1029 s/iter. ETA=0:00:04 [03/23 10:10:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.361910 (0.102128 s / iter per device, on 1 devices) [03/23 10:10:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097050 s / iter per device, on 1 devices) [03/23 10:10:26] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 10:10:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 10:10:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 10:10:26] d2.evaluation.testing INFO: copypaste: 1.9969,8.9705,0.0323 [03/23 10:10:26] d2.utils.events INFO: eta: 16:15:40 iter: 33999 total_loss: 1.425 loss_cls: 0.004992 loss_box_reg: 0.01582 loss_rpn_cls: 0.0007806 loss_rpn_loc: 0.001055 loss_D_img_s: 0.7048 loss_cls_pseudo: 0.02089 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004418 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6712 time: 0.6838 last_time: 1.3008 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 10:10:51] d2.utils.events INFO: eta: 16:16:07 iter: 34019 total_loss: 1.429 loss_cls: 0.005631 loss_box_reg: 0.01702 loss_rpn_cls: 0.001525 loss_rpn_loc: 0.001615 loss_D_img_s: 0.7164 loss_cls_pseudo: 0.02187 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6514 time: 0.6841 last_time: 1.3313 data_time: 0.0083 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 10:11:16] d2.utils.events INFO: eta: 16:15:30 iter: 34039 total_loss: 1.434 loss_cls: 0.005111 loss_box_reg: 0.01841 loss_rpn_cls: 0.001622 loss_rpn_loc: 0.001652 loss_D_img_s: 0.7195 loss_cls_pseudo: 0.01582 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003539 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6587 time: 0.6844 last_time: 1.0950 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:11:41] d2.utils.events INFO: eta: 16:14:34 iter: 34059 total_loss: 1.44 loss_cls: 0.005058 loss_box_reg: 0.01755 loss_rpn_cls: 0.000876 loss_rpn_loc: 0.001089 loss_D_img_s: 0.6494 loss_cls_pseudo: 0.02953 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005744 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7284 time: 0.6848 last_time: 1.3076 data_time: 0.0081 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:12:07] d2.utils.events INFO: eta: 16:14:39 iter: 34079 total_loss: 1.421 loss_cls: 0.005269 loss_box_reg: 0.01749 loss_rpn_cls: 0.001311 loss_rpn_loc: 0.001052 loss_D_img_s: 0.633 loss_cls_pseudo: 0.01535 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00194 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7413 time: 0.6851 last_time: 1.4685 data_time: 0.0078 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 10:12:32] d2.utils.events INFO: eta: 16:14:25 iter: 34099 total_loss: 1.458 loss_cls: 0.00526 loss_box_reg: 0.0176 loss_rpn_cls: 0.0008935 loss_rpn_loc: 0.001184 loss_D_img_s: 0.6737 loss_cls_pseudo: 0.02176 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003908 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7117 time: 0.6854 last_time: 1.2975 data_time: 0.0086 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 10:12:56] d2.utils.events INFO: eta: 16:13:59 iter: 34119 total_loss: 1.429 loss_cls: 0.005646 loss_box_reg: 0.0177 loss_rpn_cls: 0.0009302 loss_rpn_loc: 0.0009654 loss_D_img_s: 0.7164 loss_cls_pseudo: 0.01425 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003152 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6751 time: 0.6858 last_time: 1.3400 data_time: 0.0084 last_data_time: 0.0137 lr: 0.01 max_mem: 12686M [03/23 10:13:22] d2.utils.events INFO: eta: 16:13:22 iter: 34139 total_loss: 1.436 loss_cls: 0.007549 loss_box_reg: 0.02051 loss_rpn_cls: 0.001107 loss_rpn_loc: 0.001292 loss_D_img_s: 0.7279 loss_cls_pseudo: 0.01225 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001969 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6676 time: 0.6861 last_time: 1.2478 data_time: 0.0085 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 10:13:48] d2.utils.events INFO: eta: 16:13:08 iter: 34159 total_loss: 1.438 loss_cls: 0.006921 loss_box_reg: 0.01546 loss_rpn_cls: 0.0009991 loss_rpn_loc: 0.001238 loss_D_img_s: 0.7242 loss_cls_pseudo: 0.02097 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003325 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6682 time: 0.6865 last_time: 1.2750 data_time: 0.0081 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 10:14:13] d2.utils.events INFO: eta: 16:13:01 iter: 34179 total_loss: 1.441 loss_cls: 0.007542 loss_box_reg: 0.01919 loss_rpn_cls: 0.00202 loss_rpn_loc: 0.00133 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01872 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002132 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.6868 last_time: 1.4751 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 10:14:38] d2.utils.events INFO: eta: 16:13:05 iter: 34199 total_loss: 1.424 loss_cls: 0.003892 loss_box_reg: 0.0167 loss_rpn_cls: 0.0007474 loss_rpn_loc: 0.001104 loss_D_img_s: 0.6643 loss_cls_pseudo: 0.02008 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004698 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 0.6871 last_time: 1.1363 data_time: 0.0086 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 10:15:02] d2.utils.events INFO: eta: 16:12:01 iter: 34219 total_loss: 1.459 loss_cls: 0.008598 loss_box_reg: 0.02156 loss_rpn_cls: 0.00163 loss_rpn_loc: 0.001042 loss_D_img_s: 0.6668 loss_cls_pseudo: 0.02198 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008679 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7178 time: 0.6874 last_time: 1.1635 data_time: 0.0093 last_data_time: 0.0108 lr: 0.01 max_mem: 12686M [03/23 10:15:28] d2.utils.events INFO: eta: 16:11:59 iter: 34239 total_loss: 1.434 loss_cls: 0.00768 loss_box_reg: 0.01668 loss_rpn_cls: 0.001275 loss_rpn_loc: 0.001259 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.01749 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002751 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 0.6878 last_time: 1.1123 data_time: 0.0085 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 10:16:03] d2.utils.events INFO: eta: 16:12:59 iter: 34259 total_loss: 1.435 loss_cls: 0.00609 loss_box_reg: 0.01722 loss_rpn_cls: 0.0009081 loss_rpn_loc: 0.001012 loss_D_img_s: 0.7088 loss_cls_pseudo: 0.01789 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002714 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6749 time: 0.6884 last_time: 1.7456 data_time: 0.0085 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 10:16:29] d2.utils.events INFO: eta: 16:12:12 iter: 34279 total_loss: 1.434 loss_cls: 0.006037 loss_box_reg: 0.01899 loss_rpn_cls: 0.0006887 loss_rpn_loc: 0.001755 loss_D_img_s: 0.7061 loss_cls_pseudo: 0.01363 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004734 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.666 time: 0.6888 last_time: 1.2195 data_time: 0.0082 last_data_time: 0.0113 lr: 0.01 max_mem: 12686M [03/23 10:16:55] d2.utils.events INFO: eta: 16:12:04 iter: 34299 total_loss: 1.423 loss_cls: 0.004128 loss_box_reg: 0.01624 loss_rpn_cls: 0.001216 loss_rpn_loc: 0.001266 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.0133 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003883 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.6891 last_time: 1.2961 data_time: 0.0078 last_data_time: 0.0106 lr: 0.01 max_mem: 12686M [03/23 10:17:21] d2.utils.events INFO: eta: 16:11:56 iter: 34319 total_loss: 1.416 loss_cls: 0.006061 loss_box_reg: 0.0161 loss_rpn_cls: 0.000664 loss_rpn_loc: 0.0008886 loss_D_img_s: 0.6843 loss_cls_pseudo: 0.01002 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001798 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.6895 last_time: 1.2605 data_time: 0.0084 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 10:17:46] d2.utils.events INFO: eta: 16:11:13 iter: 34339 total_loss: 1.416 loss_cls: 0.004766 loss_box_reg: 0.01628 loss_rpn_cls: 0.0006398 loss_rpn_loc: 0.001103 loss_D_img_s: 0.6625 loss_cls_pseudo: 0.009222 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001496 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7128 time: 0.6898 last_time: 1.3127 data_time: 0.0085 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 10:18:12] d2.utils.events INFO: eta: 16:11:42 iter: 34359 total_loss: 1.432 loss_cls: 0.005699 loss_box_reg: 0.01664 loss_rpn_cls: 0.000633 loss_rpn_loc: 0.00114 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01549 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003424 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.6901 last_time: 1.3231 data_time: 0.0091 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 10:18:36] d2.utils.events INFO: eta: 16:11:15 iter: 34379 total_loss: 1.454 loss_cls: 0.006608 loss_box_reg: 0.02099 loss_rpn_cls: 0.0007414 loss_rpn_loc: 0.001886 loss_D_img_s: 0.7362 loss_cls_pseudo: 0.01655 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002814 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6532 time: 0.6905 last_time: 1.4338 data_time: 0.0081 last_data_time: 0.0113 lr: 0.01 max_mem: 12686M [03/23 10:19:03] d2.utils.events INFO: eta: 16:11:31 iter: 34399 total_loss: 1.44 loss_cls: 0.006444 loss_box_reg: 0.01937 loss_rpn_cls: 0.0009446 loss_rpn_loc: 0.001156 loss_D_img_s: 0.7321 loss_cls_pseudo: 0.02106 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6588 time: 0.6908 last_time: 1.0941 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 10:19:28] d2.utils.events INFO: eta: 16:11:05 iter: 34419 total_loss: 1.455 loss_cls: 0.005979 loss_box_reg: 0.01966 loss_rpn_cls: 0.001156 loss_rpn_loc: 0.001352 loss_D_img_s: 0.6679 loss_cls_pseudo: 0.01955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004269 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7278 time: 0.6912 last_time: 1.1876 data_time: 0.0084 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 10:19:53] d2.utils.events INFO: eta: 16:09:18 iter: 34439 total_loss: 1.454 loss_cls: 0.007818 loss_box_reg: 0.02262 loss_rpn_cls: 0.001132 loss_rpn_loc: 0.00114 loss_D_img_s: 0.6533 loss_cls_pseudo: 0.02492 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007747 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7367 time: 0.6915 last_time: 1.2734 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 10:20:19] d2.utils.events INFO: eta: 16:08:43 iter: 34459 total_loss: 1.433 loss_cls: 0.007131 loss_box_reg: 0.02058 loss_rpn_cls: 0.0007271 loss_rpn_loc: 0.001489 loss_D_img_s: 0.6351 loss_cls_pseudo: 0.007046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001284 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7463 time: 0.6918 last_time: 1.2569 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 10:20:45] d2.utils.events INFO: eta: 16:09:48 iter: 34479 total_loss: 1.454 loss_cls: 0.006622 loss_box_reg: 0.0215 loss_rpn_cls: 0.001462 loss_rpn_loc: 0.001352 loss_D_img_s: 0.6654 loss_cls_pseudo: 0.02032 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004728 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7266 time: 0.6922 last_time: 1.3173 data_time: 0.0086 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 10:21:09] d2.utils.events INFO: eta: 16:09:31 iter: 34499 total_loss: 1.446 loss_cls: 0.007437 loss_box_reg: 0.01962 loss_rpn_cls: 0.00102 loss_rpn_loc: 0.001433 loss_D_img_s: 0.713 loss_cls_pseudo: 0.01487 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001447 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6749 time: 0.6925 last_time: 1.5187 data_time: 0.0082 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 10:21:34] d2.utils.events INFO: eta: 16:09:06 iter: 34519 total_loss: 1.435 loss_cls: 0.007629 loss_box_reg: 0.01849 loss_rpn_cls: 0.001303 loss_rpn_loc: 0.001018 loss_D_img_s: 0.7354 loss_cls_pseudo: 0.01439 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002512 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6493 time: 0.6928 last_time: 1.3085 data_time: 0.0086 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 10:21:59] d2.utils.events INFO: eta: 16:08:50 iter: 34539 total_loss: 1.432 loss_cls: 0.007292 loss_box_reg: 0.01772 loss_rpn_cls: 0.0009941 loss_rpn_loc: 0.001377 loss_D_img_s: 0.7076 loss_cls_pseudo: 0.01467 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001786 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6733 time: 0.6931 last_time: 1.1026 data_time: 0.0085 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 10:22:24] d2.utils.events INFO: eta: 16:08:25 iter: 34559 total_loss: 1.451 loss_cls: 0.007552 loss_box_reg: 0.01979 loss_rpn_cls: 0.0007811 loss_rpn_loc: 0.00142 loss_D_img_s: 0.7059 loss_cls_pseudo: 0.01814 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003667 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.6935 last_time: 1.1494 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 10:22:50] d2.utils.events INFO: eta: 16:07:59 iter: 34579 total_loss: 1.446 loss_cls: 0.007518 loss_box_reg: 0.02094 loss_rpn_cls: 0.0008269 loss_rpn_loc: 0.001043 loss_D_img_s: 0.7145 loss_cls_pseudo: 0.01616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6692 time: 0.6938 last_time: 1.2099 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 10:23:15] d2.utils.events INFO: eta: 16:06:59 iter: 34599 total_loss: 1.433 loss_cls: 0.004375 loss_box_reg: 0.01752 loss_rpn_cls: 0.0007517 loss_rpn_loc: 0.0009354 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.01789 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004614 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.6941 last_time: 1.1400 data_time: 0.0084 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 10:23:38] d2.utils.events INFO: eta: 16:05:50 iter: 34619 total_loss: 1.432 loss_cls: 0.005204 loss_box_reg: 0.01625 loss_rpn_cls: 0.0005932 loss_rpn_loc: 0.0012 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01419 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.6944 last_time: 1.2787 data_time: 0.0084 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 10:24:04] d2.utils.events INFO: eta: 16:06:39 iter: 34639 total_loss: 1.422 loss_cls: 0.005181 loss_box_reg: 0.01515 loss_rpn_cls: 0.0007095 loss_rpn_loc: 0.001703 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01284 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003077 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.6947 last_time: 1.1083 data_time: 0.0089 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 10:24:29] d2.utils.events INFO: eta: 16:06:30 iter: 34659 total_loss: 1.436 loss_cls: 0.005764 loss_box_reg: 0.01757 loss_rpn_cls: 0.0006234 loss_rpn_loc: 0.001494 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01139 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.6951 last_time: 1.1379 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 10:24:54] d2.utils.events INFO: eta: 16:05:50 iter: 34679 total_loss: 1.436 loss_cls: 0.007805 loss_box_reg: 0.01999 loss_rpn_cls: 0.001714 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.6954 last_time: 1.3032 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 10:25:18] d2.utils.events INFO: eta: 16:05:17 iter: 34699 total_loss: 1.427 loss_cls: 0.007185 loss_box_reg: 0.0171 loss_rpn_cls: 0.0009643 loss_rpn_loc: 0.001465 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.01312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001359 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.6957 last_time: 1.1383 data_time: 0.0077 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 10:25:44] d2.utils.events INFO: eta: 16:03:46 iter: 34719 total_loss: 1.425 loss_cls: 0.00375 loss_box_reg: 0.01467 loss_rpn_cls: 0.0008067 loss_rpn_loc: 0.001216 loss_D_img_s: 0.6679 loss_cls_pseudo: 0.01582 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001731 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 0.6960 last_time: 1.0963 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 10:26:09] d2.utils.events INFO: eta: 16:02:46 iter: 34739 total_loss: 1.426 loss_cls: 0.004546 loss_box_reg: 0.01373 loss_rpn_cls: 0.0005692 loss_rpn_loc: 0.001149 loss_D_img_s: 0.6663 loss_cls_pseudo: 0.01207 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002685 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7184 time: 0.6963 last_time: 1.1188 data_time: 0.0088 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 10:26:34] d2.utils.events INFO: eta: 16:02:55 iter: 34759 total_loss: 1.443 loss_cls: 0.007571 loss_box_reg: 0.0202 loss_rpn_cls: 0.001088 loss_rpn_loc: 0.001243 loss_D_img_s: 0.6739 loss_cls_pseudo: 0.02609 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003935 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7033 time: 0.6967 last_time: 1.0975 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 10:27:00] d2.utils.events INFO: eta: 16:02:29 iter: 34779 total_loss: 1.438 loss_cls: 0.005923 loss_box_reg: 0.01808 loss_rpn_cls: 0.0008364 loss_rpn_loc: 0.0009591 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.01962 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0035 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6867 time: 0.6970 last_time: 1.3253 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 10:27:25] d2.utils.events INFO: eta: 16:01:38 iter: 34799 total_loss: 1.442 loss_cls: 0.009791 loss_box_reg: 0.02327 loss_rpn_cls: 0.001192 loss_rpn_loc: 0.001104 loss_D_img_s: 0.7122 loss_cls_pseudo: 0.009342 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001826 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6657 time: 0.6973 last_time: 1.3539 data_time: 0.0090 last_data_time: 0.0120 lr: 0.01 max_mem: 12686M [03/23 10:27:50] d2.utils.events INFO: eta: 16:00:33 iter: 34819 total_loss: 1.438 loss_cls: 0.009069 loss_box_reg: 0.01914 loss_rpn_cls: 0.001207 loss_rpn_loc: 0.001254 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.01397 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00196 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.6976 last_time: 1.2832 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 10:28:15] d2.utils.events INFO: eta: 16:01:13 iter: 34839 total_loss: 1.437 loss_cls: 0.005774 loss_box_reg: 0.01495 loss_rpn_cls: 0.001155 loss_rpn_loc: 0.0009816 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.01464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002816 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.6979 last_time: 1.3337 data_time: 0.0082 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 10:28:39] d2.utils.events INFO: eta: 15:59:42 iter: 34859 total_loss: 1.433 loss_cls: 0.004236 loss_box_reg: 0.01868 loss_rpn_cls: 0.0008841 loss_rpn_loc: 0.001271 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.02281 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004788 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.6982 last_time: 1.3022 data_time: 0.0075 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 10:29:05] d2.utils.events INFO: eta: 15:59:38 iter: 34879 total_loss: 1.432 loss_cls: 0.006676 loss_box_reg: 0.01883 loss_rpn_cls: 0.001016 loss_rpn_loc: 0.0009341 loss_D_img_s: 0.6722 loss_cls_pseudo: 0.01314 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 0.6986 last_time: 1.2755 data_time: 0.0081 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:29:29] d2.utils.events INFO: eta: 15:59:56 iter: 34899 total_loss: 1.44 loss_cls: 0.00539 loss_box_reg: 0.01842 loss_rpn_cls: 0.0007816 loss_rpn_loc: 0.001245 loss_D_img_s: 0.6707 loss_cls_pseudo: 0.02062 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005112 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7094 time: 0.6989 last_time: 1.3258 data_time: 0.0076 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 10:29:55] d2.utils.events INFO: eta: 16:00:47 iter: 34919 total_loss: 1.436 loss_cls: 0.00574 loss_box_reg: 0.01848 loss_rpn_cls: 0.0008386 loss_rpn_loc: 0.001123 loss_D_img_s: 0.694 loss_cls_pseudo: 0.01348 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002291 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.6992 last_time: 1.4840 data_time: 0.0087 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 10:30:20] d2.utils.events INFO: eta: 16:00:16 iter: 34939 total_loss: 1.428 loss_cls: 0.004838 loss_box_reg: 0.01257 loss_rpn_cls: 0.0008584 loss_rpn_loc: 0.001462 loss_D_img_s: 0.7142 loss_cls_pseudo: 0.01379 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002706 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6671 time: 0.6995 last_time: 1.1230 data_time: 0.0090 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 10:30:46] d2.utils.events INFO: eta: 15:59:56 iter: 34959 total_loss: 1.446 loss_cls: 0.005433 loss_box_reg: 0.01587 loss_rpn_cls: 0.00089 loss_rpn_loc: 0.001619 loss_D_img_s: 0.7331 loss_cls_pseudo: 0.01615 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004514 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6559 time: 0.6999 last_time: 1.2848 data_time: 0.0084 last_data_time: 0.0061 lr: 0.01 max_mem: 12686M [03/23 10:31:10] d2.utils.events INFO: eta: 15:59:24 iter: 34979 total_loss: 1.452 loss_cls: 0.004568 loss_box_reg: 0.01297 loss_rpn_cls: 0.0009027 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.02458 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007467 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7166 time: 0.7002 last_time: 1.3541 data_time: 0.0087 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 10:31:36] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0034999.pth [03/23 10:31:37] d2.data.common INFO: Serializing the dataset using: [03/23 10:31:37] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 10:31:37] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 10:31:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 10:31:37] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 10:31:39] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0015 s/iter. Inference: 0.0889 s/iter. Eval: 0.0008 s/iter. Total: 0.0913 s/iter. ETA=0:00:36 [03/23 10:31:44] d2.evaluation.evaluator INFO: Inference done 64/410. Dataloading: 0.0028 s/iter. Inference: 0.0918 s/iter. Eval: 0.0004 s/iter. Total: 0.0950 s/iter. ETA=0:00:32 [03/23 10:31:49] d2.evaluation.evaluator INFO: Inference done 119/410. Dataloading: 0.0030 s/iter. Inference: 0.0899 s/iter. Eval: 0.0003 s/iter. Total: 0.0933 s/iter. ETA=0:00:27 [03/23 10:31:54] d2.evaluation.evaluator INFO: Inference done 174/410. Dataloading: 0.0034 s/iter. Inference: 0.0891 s/iter. Eval: 0.0003 s/iter. Total: 0.0928 s/iter. ETA=0:00:21 [03/23 10:31:59] d2.evaluation.evaluator INFO: Inference done 226/410. Dataloading: 0.0034 s/iter. Inference: 0.0902 s/iter. Eval: 0.0003 s/iter. Total: 0.0939 s/iter. ETA=0:00:17 [03/23 10:32:04] d2.evaluation.evaluator INFO: Inference done 280/410. Dataloading: 0.0035 s/iter. Inference: 0.0900 s/iter. Eval: 0.0003 s/iter. Total: 0.0938 s/iter. ETA=0:00:12 [03/23 10:32:09] d2.evaluation.evaluator INFO: Inference done 333/410. Dataloading: 0.0036 s/iter. Inference: 0.0900 s/iter. Eval: 0.0003 s/iter. Total: 0.0940 s/iter. ETA=0:00:07 [03/23 10:32:14] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0036 s/iter. Inference: 0.0905 s/iter. Eval: 0.0003 s/iter. Total: 0.0945 s/iter. ETA=0:00:02 [03/23 10:32:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:38.204140 (0.094331 s / iter per device, on 1 devices) [03/23 10:32:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.090166 s / iter per device, on 1 devices) [03/23 10:32:17] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 10:32:17] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 10:32:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 10:32:17] d2.evaluation.testing INFO: copypaste: 1.3354,6.7661,0.0005 [03/23 10:32:17] d2.data.common INFO: Serializing the dataset using: [03/23 10:32:17] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 10:32:17] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 10:32:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 10:32:17] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 10:32:19] d2.evaluation.evaluator INFO: Inference done 14/410. Dataloading: 0.0035 s/iter. Inference: 0.1296 s/iter. Eval: 0.0002 s/iter. Total: 0.1333 s/iter. ETA=0:00:52 [03/23 10:32:24] d2.evaluation.evaluator INFO: Inference done 64/410. Dataloading: 0.0047 s/iter. Inference: 0.1004 s/iter. Eval: 0.0003 s/iter. Total: 0.1055 s/iter. ETA=0:00:36 [03/23 10:32:30] d2.evaluation.evaluator INFO: Inference done 118/410. Dataloading: 0.0044 s/iter. Inference: 0.0955 s/iter. Eval: 0.0003 s/iter. Total: 0.1003 s/iter. ETA=0:00:29 [03/23 10:32:35] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0044 s/iter. Inference: 0.0953 s/iter. Eval: 0.0003 s/iter. Total: 0.1000 s/iter. ETA=0:00:24 [03/23 10:32:40] d2.evaluation.evaluator INFO: Inference done 219/410. Dataloading: 0.0046 s/iter. Inference: 0.0957 s/iter. Eval: 0.0003 s/iter. Total: 0.1006 s/iter. ETA=0:00:19 [03/23 10:32:45] d2.evaluation.evaluator INFO: Inference done 271/410. Dataloading: 0.0045 s/iter. Inference: 0.0952 s/iter. Eval: 0.0003 s/iter. Total: 0.1000 s/iter. ETA=0:00:13 [03/23 10:32:50] d2.evaluation.evaluator INFO: Inference done 323/410. Dataloading: 0.0046 s/iter. Inference: 0.0948 s/iter. Eval: 0.0003 s/iter. Total: 0.0997 s/iter. ETA=0:00:08 [03/23 10:32:55] d2.evaluation.evaluator INFO: Inference done 374/410. Dataloading: 0.0047 s/iter. Inference: 0.0945 s/iter. Eval: 0.0003 s/iter. Total: 0.0995 s/iter. ETA=0:00:03 [03/23 10:32:58] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.929055 (0.098590 s / iter per device, on 1 devices) [03/23 10:32:58] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093297 s / iter per device, on 1 devices) [03/23 10:32:58] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 10:32:58] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 10:32:58] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 10:32:58] d2.evaluation.testing INFO: copypaste: 2.2551,9.5101,0.1024 [03/23 10:32:58] d2.utils.events INFO: eta: 15:59:18 iter: 34999 total_loss: 1.424 loss_cls: 0.006847 loss_box_reg: 0.01449 loss_rpn_cls: 0.0009945 loss_rpn_loc: 0.0008775 loss_D_img_s: 0.6163 loss_cls_pseudo: 0.01274 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001959 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7561 time: 0.7005 last_time: 1.3413 data_time: 0.0085 last_data_time: 0.0121 lr: 0.01 max_mem: 12686M [03/23 10:33:23] d2.utils.events INFO: eta: 15:58:39 iter: 35019 total_loss: 1.428 loss_cls: 0.004422 loss_box_reg: 0.01671 loss_rpn_cls: 0.0007915 loss_rpn_loc: 0.001158 loss_D_img_s: 0.6654 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003118 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7099 time: 0.7008 last_time: 1.3003 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 10:33:48] d2.utils.events INFO: eta: 15:58:39 iter: 35039 total_loss: 1.424 loss_cls: 0.004033 loss_box_reg: 0.01667 loss_rpn_cls: 0.0004497 loss_rpn_loc: 0.001332 loss_D_img_s: 0.6894 loss_cls_pseudo: 0.01783 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001794 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.689 time: 0.7011 last_time: 1.5036 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 10:34:14] d2.utils.events INFO: eta: 15:58:34 iter: 35059 total_loss: 1.437 loss_cls: 0.005219 loss_box_reg: 0.01867 loss_rpn_cls: 0.0007129 loss_rpn_loc: 0.001219 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.02068 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002784 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6808 time: 0.7015 last_time: 1.2894 data_time: 0.0087 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 10:34:39] d2.utils.events INFO: eta: 15:58:28 iter: 35079 total_loss: 1.435 loss_cls: 0.00359 loss_box_reg: 0.01421 loss_rpn_cls: 0.001338 loss_rpn_loc: 0.0009397 loss_D_img_s: 0.7058 loss_cls_pseudo: 0.02112 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006019 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6741 time: 0.7018 last_time: 1.1440 data_time: 0.0081 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 10:35:04] d2.utils.events INFO: eta: 15:57:43 iter: 35099 total_loss: 1.447 loss_cls: 0.005806 loss_box_reg: 0.02186 loss_rpn_cls: 0.0008922 loss_rpn_loc: 0.001478 loss_D_img_s: 0.7053 loss_cls_pseudo: 0.01879 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004644 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6774 time: 0.7021 last_time: 1.2595 data_time: 0.0084 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 10:35:30] d2.utils.events INFO: eta: 15:58:11 iter: 35119 total_loss: 1.426 loss_cls: 0.005383 loss_box_reg: 0.01692 loss_rpn_cls: 0.0006078 loss_rpn_loc: 0.001199 loss_D_img_s: 0.6718 loss_cls_pseudo: 0.01592 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002733 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 0.7024 last_time: 1.2568 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 10:35:55] d2.utils.events INFO: eta: 15:58:02 iter: 35139 total_loss: 1.438 loss_cls: 0.005142 loss_box_reg: 0.01827 loss_rpn_cls: 0.001363 loss_rpn_loc: 0.001314 loss_D_img_s: 0.68 loss_cls_pseudo: 0.01732 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005289 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 0.7027 last_time: 1.3205 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 10:36:21] d2.utils.events INFO: eta: 15:57:50 iter: 35159 total_loss: 1.445 loss_cls: 0.004604 loss_box_reg: 0.02149 loss_rpn_cls: 0.0006001 loss_rpn_loc: 0.001815 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01303 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003508 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.7031 last_time: 1.3530 data_time: 0.0083 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 10:36:46] d2.utils.events INFO: eta: 15:57:04 iter: 35179 total_loss: 1.428 loss_cls: 0.005926 loss_box_reg: 0.01593 loss_rpn_cls: 0.0009016 loss_rpn_loc: 0.001322 loss_D_img_s: 0.7047 loss_cls_pseudo: 0.01027 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00249 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6773 time: 0.7034 last_time: 1.2813 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 10:37:11] d2.utils.events INFO: eta: 15:56:16 iter: 35199 total_loss: 1.44 loss_cls: 0.006791 loss_box_reg: 0.01889 loss_rpn_cls: 0.0008409 loss_rpn_loc: 0.001108 loss_D_img_s: 0.6939 loss_cls_pseudo: 0.01511 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003609 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.7037 last_time: 1.1358 data_time: 0.0077 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 10:37:36] d2.utils.events INFO: eta: 15:57:00 iter: 35219 total_loss: 1.45 loss_cls: 0.006931 loss_box_reg: 0.01896 loss_rpn_cls: 0.0006763 loss_rpn_loc: 0.0009895 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.02471 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006177 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 0.7040 last_time: 1.2898 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 10:38:02] d2.utils.events INFO: eta: 15:56:34 iter: 35239 total_loss: 1.426 loss_cls: 0.005782 loss_box_reg: 0.01642 loss_rpn_cls: 0.0006534 loss_rpn_loc: 0.001182 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.01451 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001643 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.7044 last_time: 1.3197 data_time: 0.0086 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 10:38:29] d2.utils.events INFO: eta: 15:55:21 iter: 35259 total_loss: 1.429 loss_cls: 0.003887 loss_box_reg: 0.01398 loss_rpn_cls: 0.0006461 loss_rpn_loc: 0.001043 loss_D_img_s: 0.6934 loss_cls_pseudo: 0.01381 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00353 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.7047 last_time: 1.2982 data_time: 0.0083 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 10:38:55] d2.utils.events INFO: eta: 15:55:27 iter: 35279 total_loss: 1.444 loss_cls: 0.006667 loss_box_reg: 0.01856 loss_rpn_cls: 0.0009652 loss_rpn_loc: 0.001302 loss_D_img_s: 0.7214 loss_cls_pseudo: 0.01481 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003576 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6613 time: 0.7050 last_time: 1.0953 data_time: 0.0088 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 10:39:21] d2.utils.events INFO: eta: 15:54:51 iter: 35299 total_loss: 1.433 loss_cls: 0.006754 loss_box_reg: 0.01977 loss_rpn_cls: 0.001083 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01531 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001905 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6808 time: 0.7054 last_time: 1.3376 data_time: 0.0080 last_data_time: 0.0111 lr: 0.01 max_mem: 12686M [03/23 10:39:46] d2.utils.events INFO: eta: 15:53:58 iter: 35319 total_loss: 1.439 loss_cls: 0.005161 loss_box_reg: 0.0176 loss_rpn_cls: 0.0005234 loss_rpn_loc: 0.001033 loss_D_img_s: 0.6731 loss_cls_pseudo: 0.01807 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00423 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7089 time: 0.7057 last_time: 1.4563 data_time: 0.0074 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 10:40:12] d2.utils.events INFO: eta: 15:53:51 iter: 35339 total_loss: 1.433 loss_cls: 0.004274 loss_box_reg: 0.01747 loss_rpn_cls: 0.0005884 loss_rpn_loc: 0.001071 loss_D_img_s: 0.6712 loss_cls_pseudo: 0.01862 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004196 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.705 time: 0.7060 last_time: 1.3467 data_time: 0.0096 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 10:40:37] d2.utils.events INFO: eta: 15:51:49 iter: 35359 total_loss: 1.438 loss_cls: 0.004776 loss_box_reg: 0.01463 loss_rpn_cls: 0.0006928 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.01777 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003556 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6961 time: 0.7063 last_time: 1.2647 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 10:41:01] d2.utils.events INFO: eta: 15:51:23 iter: 35379 total_loss: 1.444 loss_cls: 0.005465 loss_box_reg: 0.01795 loss_rpn_cls: 0.0007376 loss_rpn_loc: 0.001144 loss_D_img_s: 0.694 loss_cls_pseudo: 0.02312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004387 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.7066 last_time: 1.2607 data_time: 0.0080 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 10:41:27] d2.utils.events INFO: eta: 15:50:40 iter: 35399 total_loss: 1.453 loss_cls: 0.007015 loss_box_reg: 0.01541 loss_rpn_cls: 0.001224 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.02452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6952 time: 0.7070 last_time: 1.1542 data_time: 0.0088 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 10:41:53] d2.utils.events INFO: eta: 15:50:12 iter: 35419 total_loss: 1.45 loss_cls: 0.009944 loss_box_reg: 0.023 loss_rpn_cls: 0.001233 loss_rpn_loc: 0.00176 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.01916 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003056 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.682 time: 0.7073 last_time: 1.1171 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 10:42:17] d2.utils.events INFO: eta: 15:49:46 iter: 35439 total_loss: 1.433 loss_cls: 0.005825 loss_box_reg: 0.0191 loss_rpn_cls: 0.0006855 loss_rpn_loc: 0.001447 loss_D_img_s: 0.7039 loss_cls_pseudo: 0.01731 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00343 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6724 time: 0.7076 last_time: 1.1557 data_time: 0.0081 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 10:42:43] d2.utils.events INFO: eta: 15:49:16 iter: 35459 total_loss: 1.418 loss_cls: 0.00534 loss_box_reg: 0.01651 loss_rpn_cls: 0.0009112 loss_rpn_loc: 0.001267 loss_D_img_s: 0.7017 loss_cls_pseudo: 0.01534 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002265 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6711 time: 0.7079 last_time: 1.1292 data_time: 0.0080 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 10:43:08] d2.utils.events INFO: eta: 15:48:36 iter: 35479 total_loss: 1.429 loss_cls: 0.006955 loss_box_reg: 0.01889 loss_rpn_cls: 0.001155 loss_rpn_loc: 0.00144 loss_D_img_s: 0.687 loss_cls_pseudo: 0.01761 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003062 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6888 time: 0.7082 last_time: 1.3068 data_time: 0.0079 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 10:43:33] d2.utils.events INFO: eta: 15:48:21 iter: 35499 total_loss: 1.435 loss_cls: 0.005106 loss_box_reg: 0.0164 loss_rpn_cls: 0.0006149 loss_rpn_loc: 0.001126 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.01294 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.7085 last_time: 1.3075 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 10:43:58] d2.utils.events INFO: eta: 15:48:24 iter: 35519 total_loss: 1.441 loss_cls: 0.006133 loss_box_reg: 0.01514 loss_rpn_cls: 0.0007255 loss_rpn_loc: 0.0009916 loss_D_img_s: 0.6951 loss_cls_pseudo: 0.02027 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006294 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 0.7088 last_time: 1.2619 data_time: 0.0080 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:44:23] d2.utils.events INFO: eta: 15:48:10 iter: 35539 total_loss: 1.434 loss_cls: 0.00525 loss_box_reg: 0.01373 loss_rpn_cls: 0.0009741 loss_rpn_loc: 0.001236 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.01944 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002405 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.7091 last_time: 1.1525 data_time: 0.0084 last_data_time: 0.0113 lr: 0.01 max_mem: 12686M [03/23 10:44:49] d2.utils.events INFO: eta: 15:47:54 iter: 35559 total_loss: 1.433 loss_cls: 0.00427 loss_box_reg: 0.01828 loss_rpn_cls: 0.0004954 loss_rpn_loc: 0.001206 loss_D_img_s: 0.6749 loss_cls_pseudo: 0.01398 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003024 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7055 time: 0.7094 last_time: 1.4948 data_time: 0.0089 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 10:45:15] d2.utils.events INFO: eta: 15:47:47 iter: 35579 total_loss: 1.445 loss_cls: 0.00567 loss_box_reg: 0.01894 loss_rpn_cls: 0.001049 loss_rpn_loc: 0.001002 loss_D_img_s: 0.7133 loss_cls_pseudo: 0.02237 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003803 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6713 time: 0.7098 last_time: 1.3551 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 10:45:40] d2.utils.events INFO: eta: 15:47:21 iter: 35599 total_loss: 1.423 loss_cls: 0.005056 loss_box_reg: 0.017 loss_rpn_cls: 0.0009067 loss_rpn_loc: 0.001064 loss_D_img_s: 0.7109 loss_cls_pseudo: 0.01464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004105 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.663 time: 0.7101 last_time: 1.2793 data_time: 0.0079 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 10:46:05] d2.utils.events INFO: eta: 15:47:24 iter: 35619 total_loss: 1.457 loss_cls: 0.01035 loss_box_reg: 0.02547 loss_rpn_cls: 0.002437 loss_rpn_loc: 0.0015 loss_D_img_s: 0.676 loss_cls_pseudo: 0.02151 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.707 time: 0.7104 last_time: 1.1634 data_time: 0.0083 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 10:46:31] d2.utils.events INFO: eta: 15:47:04 iter: 35639 total_loss: 1.437 loss_cls: 0.005287 loss_box_reg: 0.02058 loss_rpn_cls: 0.001092 loss_rpn_loc: 0.00126 loss_D_img_s: 0.659 loss_cls_pseudo: 0.01303 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002732 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7226 time: 0.7107 last_time: 1.2991 data_time: 0.0087 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 10:46:57] d2.utils.events INFO: eta: 15:47:03 iter: 35659 total_loss: 1.43 loss_cls: 0.007413 loss_box_reg: 0.01483 loss_rpn_cls: 0.001114 loss_rpn_loc: 0.001161 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.01246 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002705 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 0.7110 last_time: 1.1850 data_time: 0.0080 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 10:47:22] d2.utils.events INFO: eta: 15:47:08 iter: 35679 total_loss: 1.435 loss_cls: 0.005889 loss_box_reg: 0.01916 loss_rpn_cls: 0.00137 loss_rpn_loc: 0.001071 loss_D_img_s: 0.6742 loss_cls_pseudo: 0.01046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00182 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7068 time: 0.7113 last_time: 1.1585 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:47:48] d2.utils.events INFO: eta: 15:46:43 iter: 35699 total_loss: 1.448 loss_cls: 0.00489 loss_box_reg: 0.0169 loss_rpn_cls: 0.0006992 loss_rpn_loc: 0.001184 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.01449 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002986 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7018 time: 0.7117 last_time: 1.3412 data_time: 0.0083 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 10:48:13] d2.utils.events INFO: eta: 15:46:26 iter: 35719 total_loss: 1.447 loss_cls: 0.005879 loss_box_reg: 0.01831 loss_rpn_cls: 0.0009507 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6767 loss_cls_pseudo: 0.01881 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001998 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7166 time: 0.7120 last_time: 1.1285 data_time: 0.0080 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 10:48:38] d2.utils.events INFO: eta: 15:46:00 iter: 35739 total_loss: 1.453 loss_cls: 0.004945 loss_box_reg: 0.01604 loss_rpn_cls: 0.0004204 loss_rpn_loc: 0.001232 loss_D_img_s: 0.687 loss_cls_pseudo: 0.0223 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004743 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.7123 last_time: 1.2273 data_time: 0.0084 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 10:49:04] d2.utils.events INFO: eta: 15:46:41 iter: 35759 total_loss: 1.439 loss_cls: 0.005283 loss_box_reg: 0.01722 loss_rpn_cls: 0.000741 loss_rpn_loc: 0.00117 loss_D_img_s: 0.694 loss_cls_pseudo: 0.01766 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005183 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.7126 last_time: 1.1715 data_time: 0.0086 last_data_time: 0.0104 lr: 0.01 max_mem: 12686M [03/23 10:49:29] d2.utils.events INFO: eta: 15:45:54 iter: 35779 total_loss: 1.439 loss_cls: 0.005046 loss_box_reg: 0.01636 loss_rpn_cls: 0.0007973 loss_rpn_loc: 0.001251 loss_D_img_s: 0.7117 loss_cls_pseudo: 0.01363 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003219 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6759 time: 0.7129 last_time: 1.4780 data_time: 0.0083 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 10:49:54] d2.utils.events INFO: eta: 15:45:47 iter: 35799 total_loss: 1.433 loss_cls: 0.005111 loss_box_reg: 0.01789 loss_rpn_cls: 0.001053 loss_rpn_loc: 0.001423 loss_D_img_s: 0.7348 loss_cls_pseudo: 0.009963 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002449 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.647 time: 0.7132 last_time: 1.1367 data_time: 0.0089 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 10:50:20] d2.utils.events INFO: eta: 15:45:38 iter: 35819 total_loss: 1.451 loss_cls: 0.004971 loss_box_reg: 0.01693 loss_rpn_cls: 0.0008591 loss_rpn_loc: 0.001274 loss_D_img_s: 0.7285 loss_cls_pseudo: 0.02387 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6679 time: 0.7135 last_time: 1.1198 data_time: 0.0076 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 10:50:45] d2.utils.events INFO: eta: 15:45:13 iter: 35839 total_loss: 1.432 loss_cls: 0.006134 loss_box_reg: 0.01744 loss_rpn_cls: 0.001363 loss_rpn_loc: 0.001333 loss_D_img_s: 0.6508 loss_cls_pseudo: 0.01742 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003321 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7249 time: 0.7138 last_time: 1.3066 data_time: 0.0078 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 10:51:11] d2.utils.events INFO: eta: 15:46:14 iter: 35859 total_loss: 1.452 loss_cls: 0.007416 loss_box_reg: 0.01764 loss_rpn_cls: 0.001778 loss_rpn_loc: 0.001555 loss_D_img_s: 0.662 loss_cls_pseudo: 0.01793 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005283 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7237 time: 0.7142 last_time: 1.3181 data_time: 0.0086 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 10:51:44] d2.utils.events INFO: eta: 15:46:29 iter: 35879 total_loss: 1.445 loss_cls: 0.007554 loss_box_reg: 0.01963 loss_rpn_cls: 0.0009367 loss_rpn_loc: 0.001323 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.017 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003793 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 0.7147 last_time: 1.6223 data_time: 0.0092 last_data_time: 0.0113 lr: 0.01 max_mem: 12686M [03/23 10:52:12] d2.utils.events INFO: eta: 15:46:14 iter: 35899 total_loss: 1.448 loss_cls: 0.005748 loss_box_reg: 0.01849 loss_rpn_cls: 0.0005386 loss_rpn_loc: 0.001289 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.0216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002907 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.689 time: 0.7151 last_time: 1.1021 data_time: 0.0072 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 10:52:39] d2.utils.events INFO: eta: 15:46:25 iter: 35919 total_loss: 1.424 loss_cls: 0.00504 loss_box_reg: 0.01453 loss_rpn_cls: 0.0006686 loss_rpn_loc: 0.001111 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.01388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003057 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.7154 last_time: 1.3107 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 10:53:04] d2.utils.events INFO: eta: 15:46:45 iter: 35939 total_loss: 1.438 loss_cls: 0.005077 loss_box_reg: 0.01757 loss_rpn_cls: 0.0005314 loss_rpn_loc: 0.001355 loss_D_img_s: 0.702 loss_cls_pseudo: 0.01913 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003566 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6801 time: 0.7157 last_time: 1.1481 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 10:53:30] d2.utils.events INFO: eta: 15:45:55 iter: 35959 total_loss: 1.434 loss_cls: 0.006417 loss_box_reg: 0.01683 loss_rpn_cls: 0.000805 loss_rpn_loc: 0.001021 loss_D_img_s: 0.6959 loss_cls_pseudo: 0.02061 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002649 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6864 time: 0.7160 last_time: 1.1644 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 10:53:55] d2.utils.events INFO: eta: 15:46:19 iter: 35979 total_loss: 1.433 loss_cls: 0.005516 loss_box_reg: 0.01932 loss_rpn_cls: 0.0009297 loss_rpn_loc: 0.001325 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.01354 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002108 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.7163 last_time: 1.3089 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 10:54:20] d2.data.common INFO: Serializing the dataset using: [03/23 10:54:20] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 10:54:20] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 10:54:20] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 10:54:20] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 10:54:22] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0228 s/iter. Inference: 0.0745 s/iter. Eval: 0.0003 s/iter. Total: 0.0975 s/iter. ETA=0:00:38 [03/23 10:54:27] d2.evaluation.evaluator INFO: Inference done 66/410. Dataloading: 0.0047 s/iter. Inference: 0.0878 s/iter. Eval: 0.0003 s/iter. Total: 0.0929 s/iter. ETA=0:00:31 [03/23 10:54:32] d2.evaluation.evaluator INFO: Inference done 115/410. Dataloading: 0.0052 s/iter. Inference: 0.0917 s/iter. Eval: 0.0003 s/iter. Total: 0.0972 s/iter. ETA=0:00:28 [03/23 10:54:37] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0050 s/iter. Inference: 0.0928 s/iter. Eval: 0.0003 s/iter. Total: 0.0982 s/iter. ETA=0:00:23 [03/23 10:54:42] d2.evaluation.evaluator INFO: Inference done 215/410. Dataloading: 0.0047 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.0993 s/iter. ETA=0:00:19 [03/23 10:54:47] d2.evaluation.evaluator INFO: Inference done 266/410. Dataloading: 0.0050 s/iter. Inference: 0.0941 s/iter. Eval: 0.0003 s/iter. Total: 0.0994 s/iter. ETA=0:00:14 [03/23 10:54:52] d2.evaluation.evaluator INFO: Inference done 317/410. Dataloading: 0.0051 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0992 s/iter. ETA=0:00:09 [03/23 10:54:57] d2.evaluation.evaluator INFO: Inference done 367/410. Dataloading: 0.0049 s/iter. Inference: 0.0942 s/iter. Eval: 0.0003 s/iter. Total: 0.0994 s/iter. ETA=0:00:04 [03/23 10:55:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.045070 (0.098877 s / iter per device, on 1 devices) [03/23 10:55:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093596 s / iter per device, on 1 devices) [03/23 10:55:02] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 10:55:02] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 10:55:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 10:55:02] d2.evaluation.testing INFO: copypaste: 1.2644,5.0355,0.1815 [03/23 10:55:02] d2.data.common INFO: Serializing the dataset using: [03/23 10:55:02] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 10:55:02] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 10:55:02] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 10:55:02] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 10:55:04] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0021 s/iter. Inference: 0.1017 s/iter. Eval: 0.0003 s/iter. Total: 0.1041 s/iter. ETA=0:00:41 [03/23 10:55:09] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0028 s/iter. Inference: 0.1000 s/iter. Eval: 0.0004 s/iter. Total: 0.1032 s/iter. ETA=0:00:36 [03/23 10:55:14] d2.evaluation.evaluator INFO: Inference done 107/410. Dataloading: 0.0042 s/iter. Inference: 0.1006 s/iter. Eval: 0.0004 s/iter. Total: 0.1052 s/iter. ETA=0:00:31 [03/23 10:55:19] d2.evaluation.evaluator INFO: Inference done 159/410. Dataloading: 0.0041 s/iter. Inference: 0.0979 s/iter. Eval: 0.0005 s/iter. Total: 0.1026 s/iter. ETA=0:00:25 [03/23 10:55:24] d2.evaluation.evaluator INFO: Inference done 207/410. Dataloading: 0.0043 s/iter. Inference: 0.0983 s/iter. Eval: 0.0004 s/iter. Total: 0.1031 s/iter. ETA=0:00:20 [03/23 10:55:29] d2.evaluation.evaluator INFO: Inference done 257/410. Dataloading: 0.0041 s/iter. Inference: 0.0983 s/iter. Eval: 0.0004 s/iter. Total: 0.1028 s/iter. ETA=0:00:15 [03/23 10:55:34] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0039 s/iter. Inference: 0.0998 s/iter. Eval: 0.0004 s/iter. Total: 0.1041 s/iter. ETA=0:00:11 [03/23 10:55:39] d2.evaluation.evaluator INFO: Inference done 351/410. Dataloading: 0.0037 s/iter. Inference: 0.0998 s/iter. Eval: 0.0004 s/iter. Total: 0.1040 s/iter. ETA=0:00:06 [03/23 10:55:44] d2.evaluation.evaluator INFO: Inference done 402/410. Dataloading: 0.0035 s/iter. Inference: 0.0994 s/iter. Eval: 0.0004 s/iter. Total: 0.1033 s/iter. ETA=0:00:00 [03/23 10:55:45] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.820734 (0.103261 s / iter per device, on 1 devices) [03/23 10:55:45] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099072 s / iter per device, on 1 devices) [03/23 10:55:45] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 10:55:45] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 10:55:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 10:55:45] d2.evaluation.testing INFO: copypaste: 2.2697,8.9293,0.0868 [03/23 10:55:45] d2.utils.events INFO: eta: 15:45:03 iter: 35999 total_loss: 1.432 loss_cls: 0.005093 loss_box_reg: 0.01529 loss_rpn_cls: 0.0008415 loss_rpn_loc: 0.0009335 loss_D_img_s: 0.6788 loss_cls_pseudo: 0.01448 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001569 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.702 time: 0.7166 last_time: 1.1049 data_time: 0.0084 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 10:56:11] d2.utils.events INFO: eta: 15:45:16 iter: 36019 total_loss: 1.432 loss_cls: 0.004854 loss_box_reg: 0.01504 loss_rpn_cls: 0.0003989 loss_rpn_loc: 0.001016 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01835 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003156 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6871 time: 0.7169 last_time: 1.1552 data_time: 0.0092 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 10:56:37] d2.utils.events INFO: eta: 15:45:09 iter: 36039 total_loss: 1.451 loss_cls: 0.005898 loss_box_reg: 0.02115 loss_rpn_cls: 0.001302 loss_rpn_loc: 0.001288 loss_D_img_s: 0.7049 loss_cls_pseudo: 0.01703 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002022 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 0.7173 last_time: 1.3533 data_time: 0.0085 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 10:57:02] d2.utils.events INFO: eta: 15:44:10 iter: 36059 total_loss: 1.433 loss_cls: 0.004349 loss_box_reg: 0.01677 loss_rpn_cls: 0.0005342 loss_rpn_loc: 0.0009956 loss_D_img_s: 0.7134 loss_cls_pseudo: 0.01112 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003484 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6756 time: 0.7176 last_time: 1.3494 data_time: 0.0081 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 10:57:29] d2.utils.events INFO: eta: 15:44:04 iter: 36079 total_loss: 1.441 loss_cls: 0.004884 loss_box_reg: 0.01409 loss_rpn_cls: 0.0004727 loss_rpn_loc: 0.001034 loss_D_img_s: 0.7121 loss_cls_pseudo: 0.01572 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002786 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6749 time: 0.7179 last_time: 1.2530 data_time: 0.0082 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 10:57:54] d2.utils.events INFO: eta: 15:43:59 iter: 36099 total_loss: 1.434 loss_cls: 0.006319 loss_box_reg: 0.01809 loss_rpn_cls: 0.001285 loss_rpn_loc: 0.001751 loss_D_img_s: 0.7059 loss_cls_pseudo: 0.01209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001463 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.7182 last_time: 1.2855 data_time: 0.0086 last_data_time: 0.0053 lr: 0.01 max_mem: 12686M [03/23 10:58:20] d2.utils.events INFO: eta: 15:43:26 iter: 36119 total_loss: 1.43 loss_cls: 0.006178 loss_box_reg: 0.01634 loss_rpn_cls: 0.0007595 loss_rpn_loc: 0.001088 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.01481 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003431 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.7185 last_time: 1.1518 data_time: 0.0089 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 10:58:45] d2.utils.events INFO: eta: 15:42:53 iter: 36139 total_loss: 1.461 loss_cls: 0.005648 loss_box_reg: 0.01772 loss_rpn_cls: 0.0009424 loss_rpn_loc: 0.001232 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.02295 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.7188 last_time: 1.1552 data_time: 0.0083 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 10:59:10] d2.utils.events INFO: eta: 15:42:21 iter: 36159 total_loss: 1.441 loss_cls: 0.00656 loss_box_reg: 0.01866 loss_rpn_cls: 0.001195 loss_rpn_loc: 0.001269 loss_D_img_s: 0.679 loss_cls_pseudo: 0.02372 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003818 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7028 time: 0.7191 last_time: 1.1647 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 10:59:35] d2.utils.events INFO: eta: 15:42:05 iter: 36179 total_loss: 1.417 loss_cls: 0.00612 loss_box_reg: 0.01695 loss_rpn_cls: 0.001496 loss_rpn_loc: 0.001033 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.00979 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001875 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6922 time: 0.7194 last_time: 1.3243 data_time: 0.0084 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 11:00:01] d2.utils.events INFO: eta: 15:41:45 iter: 36199 total_loss: 1.426 loss_cls: 0.007979 loss_box_reg: 0.02044 loss_rpn_cls: 0.001409 loss_rpn_loc: 0.001052 loss_D_img_s: 0.6949 loss_cls_pseudo: 0.01733 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003131 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6747 time: 0.7197 last_time: 1.2840 data_time: 0.0090 last_data_time: 0.0123 lr: 0.01 max_mem: 12686M [03/23 11:00:27] d2.utils.events INFO: eta: 15:41:13 iter: 36219 total_loss: 1.429 loss_cls: 0.005553 loss_box_reg: 0.01761 loss_rpn_cls: 0.001264 loss_rpn_loc: 0.001292 loss_D_img_s: 0.6827 loss_cls_pseudo: 0.0205 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.7200 last_time: 1.2672 data_time: 0.0087 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 11:00:52] d2.utils.events INFO: eta: 15:39:58 iter: 36239 total_loss: 1.439 loss_cls: 0.00473 loss_box_reg: 0.01603 loss_rpn_cls: 0.0008364 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6862 loss_cls_pseudo: 0.02041 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003576 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.7203 last_time: 1.2394 data_time: 0.0080 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 11:01:17] d2.utils.events INFO: eta: 15:38:30 iter: 36259 total_loss: 1.44 loss_cls: 0.005557 loss_box_reg: 0.01478 loss_rpn_cls: 0.0006791 loss_rpn_loc: 0.001152 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.02211 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004045 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.7206 last_time: 1.1402 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 11:01:42] d2.utils.events INFO: eta: 15:38:24 iter: 36279 total_loss: 1.415 loss_cls: 0.004239 loss_box_reg: 0.01319 loss_rpn_cls: 0.0004699 loss_rpn_loc: 0.0009288 loss_D_img_s: 0.6739 loss_cls_pseudo: 0.01046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002201 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7043 time: 0.7209 last_time: 1.2889 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 11:02:07] d2.utils.events INFO: eta: 15:37:39 iter: 36299 total_loss: 1.425 loss_cls: 0.008096 loss_box_reg: 0.01372 loss_rpn_cls: 0.001296 loss_rpn_loc: 0.0008235 loss_D_img_s: 0.6659 loss_cls_pseudo: 0.02086 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004678 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7052 time: 0.7212 last_time: 1.3430 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 11:02:33] d2.utils.events INFO: eta: 15:37:52 iter: 36319 total_loss: 1.434 loss_cls: 0.007482 loss_box_reg: 0.01762 loss_rpn_cls: 0.001097 loss_rpn_loc: 0.001167 loss_D_img_s: 0.6934 loss_cls_pseudo: 0.02272 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003997 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.7215 last_time: 1.3059 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 11:02:57] d2.utils.events INFO: eta: 15:36:47 iter: 36339 total_loss: 1.436 loss_cls: 0.006144 loss_box_reg: 0.018 loss_rpn_cls: 0.0009083 loss_rpn_loc: 0.001411 loss_D_img_s: 0.7038 loss_cls_pseudo: 0.01663 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002013 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6768 time: 0.7218 last_time: 1.1154 data_time: 0.0085 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 11:03:22] d2.utils.events INFO: eta: 15:37:09 iter: 36359 total_loss: 1.431 loss_cls: 0.005534 loss_box_reg: 0.01407 loss_rpn_cls: 0.0005398 loss_rpn_loc: 0.001082 loss_D_img_s: 0.7029 loss_cls_pseudo: 0.01413 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005052 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.677 time: 0.7221 last_time: 1.1672 data_time: 0.0090 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 11:03:49] d2.utils.events INFO: eta: 15:37:45 iter: 36379 total_loss: 1.443 loss_cls: 0.005603 loss_box_reg: 0.01854 loss_rpn_cls: 0.0005315 loss_rpn_loc: 0.001401 loss_D_img_s: 0.7068 loss_cls_pseudo: 0.02117 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003761 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 0.7224 last_time: 1.4885 data_time: 0.0087 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 11:04:14] d2.utils.events INFO: eta: 15:36:37 iter: 36399 total_loss: 1.443 loss_cls: 0.004817 loss_box_reg: 0.01661 loss_rpn_cls: 0.0004707 loss_rpn_loc: 0.001424 loss_D_img_s: 0.715 loss_cls_pseudo: 0.01188 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002536 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6742 time: 0.7227 last_time: 1.1893 data_time: 0.0075 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:04:39] d2.utils.events INFO: eta: 15:36:06 iter: 36419 total_loss: 1.437 loss_cls: 0.004766 loss_box_reg: 0.0148 loss_rpn_cls: 0.0004328 loss_rpn_loc: 0.001055 loss_D_img_s: 0.696 loss_cls_pseudo: 0.01713 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005856 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.7230 last_time: 1.3567 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 11:05:04] d2.utils.events INFO: eta: 15:36:31 iter: 36439 total_loss: 1.44 loss_cls: 0.005317 loss_box_reg: 0.01635 loss_rpn_cls: 0.0005934 loss_rpn_loc: 0.001141 loss_D_img_s: 0.688 loss_cls_pseudo: 0.01744 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00361 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7018 time: 0.7233 last_time: 1.1183 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 11:05:30] d2.utils.events INFO: eta: 15:36:02 iter: 36459 total_loss: 1.425 loss_cls: 0.00456 loss_box_reg: 0.01838 loss_rpn_cls: 0.0006219 loss_rpn_loc: 0.001141 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.01145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001518 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.7236 last_time: 1.5009 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 11:05:56] d2.utils.events INFO: eta: 15:36:04 iter: 36479 total_loss: 1.432 loss_cls: 0.005125 loss_box_reg: 0.02016 loss_rpn_cls: 0.001073 loss_rpn_loc: 0.00127 loss_D_img_s: 0.6682 loss_cls_pseudo: 0.01925 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003382 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7053 time: 0.7239 last_time: 1.3255 data_time: 0.0085 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 11:06:21] d2.utils.events INFO: eta: 15:35:38 iter: 36499 total_loss: 1.439 loss_cls: 0.009072 loss_box_reg: 0.02157 loss_rpn_cls: 0.00131 loss_rpn_loc: 0.001695 loss_D_img_s: 0.7045 loss_cls_pseudo: 0.01739 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005008 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6593 time: 0.7242 last_time: 1.2956 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 11:06:47] d2.utils.events INFO: eta: 15:35:19 iter: 36519 total_loss: 1.412 loss_cls: 0.006597 loss_box_reg: 0.01896 loss_rpn_cls: 0.001605 loss_rpn_loc: 0.001138 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.01757 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00337 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6738 time: 0.7245 last_time: 1.2911 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 11:07:12] d2.utils.events INFO: eta: 15:34:54 iter: 36539 total_loss: 1.422 loss_cls: 0.007925 loss_box_reg: 0.01967 loss_rpn_cls: 0.0008569 loss_rpn_loc: 0.001252 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.02395 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004268 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6768 time: 0.7248 last_time: 1.3375 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 11:07:38] d2.utils.events INFO: eta: 15:34:37 iter: 36559 total_loss: 1.419 loss_cls: 0.004979 loss_box_reg: 0.01599 loss_rpn_cls: 0.0009217 loss_rpn_loc: 0.00148 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.01688 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004318 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.7251 last_time: 1.0834 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 11:08:03] d2.utils.events INFO: eta: 15:34:02 iter: 36579 total_loss: 1.399 loss_cls: 0.0047 loss_box_reg: 0.01472 loss_rpn_cls: 0.0005479 loss_rpn_loc: 0.001282 loss_D_img_s: 0.6699 loss_cls_pseudo: 0.01503 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 0.7254 last_time: 1.4997 data_time: 0.0077 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 11:08:29] d2.utils.events INFO: eta: 15:34:01 iter: 36599 total_loss: 1.424 loss_cls: 0.005584 loss_box_reg: 0.01663 loss_rpn_cls: 0.00102 loss_rpn_loc: 0.0014 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.0135 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003551 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6663 time: 0.7257 last_time: 1.1003 data_time: 0.0086 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:08:54] d2.utils.events INFO: eta: 15:33:45 iter: 36619 total_loss: 1.418 loss_cls: 0.005498 loss_box_reg: 0.0149 loss_rpn_cls: 0.0008374 loss_rpn_loc: 0.0008302 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.01258 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005728 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.7260 last_time: 1.1693 data_time: 0.0088 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 11:09:19] d2.utils.events INFO: eta: 15:32:54 iter: 36639 total_loss: 1.429 loss_cls: 0.005513 loss_box_reg: 0.01904 loss_rpn_cls: 0.0007777 loss_rpn_loc: 0.001313 loss_D_img_s: 0.6571 loss_cls_pseudo: 0.01149 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002832 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7225 time: 0.7263 last_time: 1.1193 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 11:09:44] d2.utils.events INFO: eta: 15:32:11 iter: 36659 total_loss: 1.431 loss_cls: 0.005254 loss_box_reg: 0.0147 loss_rpn_cls: 0.0008274 loss_rpn_loc: 0.001114 loss_D_img_s: 0.6817 loss_cls_pseudo: 0.01026 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002653 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7068 time: 0.7266 last_time: 1.1077 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 11:10:09] d2.utils.events INFO: eta: 15:31:36 iter: 36679 total_loss: 1.457 loss_cls: 0.005062 loss_box_reg: 0.01521 loss_rpn_cls: 0.0003117 loss_rpn_loc: 0.00114 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01456 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005966 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7134 time: 0.7269 last_time: 1.4033 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 11:10:34] d2.utils.events INFO: eta: 15:31:00 iter: 36699 total_loss: 1.468 loss_cls: 0.005729 loss_box_reg: 0.02183 loss_rpn_cls: 0.001525 loss_rpn_loc: 0.001419 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.02181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7057 time: 0.7272 last_time: 1.3202 data_time: 0.0084 last_data_time: 0.0154 lr: 0.01 max_mem: 12686M [03/23 11:10:59] d2.utils.events INFO: eta: 15:31:11 iter: 36719 total_loss: 1.429 loss_cls: 0.006127 loss_box_reg: 0.01574 loss_rpn_cls: 0.001141 loss_rpn_loc: 0.001182 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01886 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.7275 last_time: 1.1205 data_time: 0.0079 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 11:11:23] d2.utils.events INFO: eta: 15:30:18 iter: 36739 total_loss: 1.425 loss_cls: 0.005627 loss_box_reg: 0.01624 loss_rpn_cls: 0.0008993 loss_rpn_loc: 0.001301 loss_D_img_s: 0.6683 loss_cls_pseudo: 0.01377 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004464 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.7277 last_time: 1.1470 data_time: 0.0075 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 11:11:49] d2.utils.events INFO: eta: 15:30:20 iter: 36759 total_loss: 1.424 loss_cls: 0.005733 loss_box_reg: 0.01558 loss_rpn_cls: 0.00138 loss_rpn_loc: 0.001068 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.01367 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002984 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.7280 last_time: 1.0862 data_time: 0.0087 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 11:12:15] d2.utils.events INFO: eta: 15:29:44 iter: 36779 total_loss: 1.447 loss_cls: 0.00601 loss_box_reg: 0.0178 loss_rpn_cls: 0.001037 loss_rpn_loc: 0.001162 loss_D_img_s: 0.6911 loss_cls_pseudo: 0.02194 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006513 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.7283 last_time: 1.2993 data_time: 0.0077 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 11:12:39] d2.utils.events INFO: eta: 15:29:05 iter: 36799 total_loss: 1.447 loss_cls: 0.006395 loss_box_reg: 0.01835 loss_rpn_cls: 0.001136 loss_rpn_loc: 0.001253 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.02146 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004021 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6913 time: 0.7286 last_time: 1.1438 data_time: 0.0079 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:13:04] d2.utils.events INFO: eta: 15:28:18 iter: 36819 total_loss: 1.432 loss_cls: 0.006581 loss_box_reg: 0.02109 loss_rpn_cls: 0.0008418 loss_rpn_loc: 0.001248 loss_D_img_s: 0.7003 loss_cls_pseudo: 0.01102 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001227 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 0.7289 last_time: 1.1690 data_time: 0.0074 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 11:13:29] d2.utils.events INFO: eta: 15:27:11 iter: 36839 total_loss: 1.433 loss_cls: 0.009218 loss_box_reg: 0.01857 loss_rpn_cls: 0.001056 loss_rpn_loc: 0.001415 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003124 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.7291 last_time: 1.2453 data_time: 0.0080 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 11:13:54] d2.utils.events INFO: eta: 15:26:45 iter: 36859 total_loss: 1.429 loss_cls: 0.004295 loss_box_reg: 0.01562 loss_rpn_cls: 0.0008686 loss_rpn_loc: 0.001367 loss_D_img_s: 0.7159 loss_cls_pseudo: 0.01321 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003789 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 0.7294 last_time: 1.1260 data_time: 0.0085 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 11:14:19] d2.utils.events INFO: eta: 15:23:57 iter: 36879 total_loss: 1.432 loss_cls: 0.003954 loss_box_reg: 0.01639 loss_rpn_cls: 0.0007574 loss_rpn_loc: 0.001162 loss_D_img_s: 0.7503 loss_cls_pseudo: 0.01606 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003329 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6321 time: 0.7297 last_time: 1.1340 data_time: 0.0085 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 11:14:44] d2.utils.events INFO: eta: 15:23:22 iter: 36899 total_loss: 1.444 loss_cls: 0.004541 loss_box_reg: 0.01342 loss_rpn_cls: 0.0006119 loss_rpn_loc: 0.001038 loss_D_img_s: 0.6743 loss_cls_pseudo: 0.01806 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003549 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7161 time: 0.7300 last_time: 1.1977 data_time: 0.0091 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 11:15:09] d2.utils.events INFO: eta: 15:22:27 iter: 36919 total_loss: 1.443 loss_cls: 0.005895 loss_box_reg: 0.01701 loss_rpn_cls: 0.001538 loss_rpn_loc: 0.001197 loss_D_img_s: 0.6436 loss_cls_pseudo: 0.02459 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7477 time: 0.7303 last_time: 1.3172 data_time: 0.0077 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 11:15:35] d2.utils.events INFO: eta: 15:22:02 iter: 36939 total_loss: 1.433 loss_cls: 0.004795 loss_box_reg: 0.01796 loss_rpn_cls: 0.0004101 loss_rpn_loc: 0.001297 loss_D_img_s: 0.6566 loss_cls_pseudo: 0.01067 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003342 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7286 time: 0.7306 last_time: 1.3071 data_time: 0.0085 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 11:16:01] d2.utils.events INFO: eta: 15:21:52 iter: 36959 total_loss: 1.436 loss_cls: 0.005071 loss_box_reg: 0.01935 loss_rpn_cls: 0.000893 loss_rpn_loc: 0.001169 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01099 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002019 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.7309 last_time: 1.3600 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 11:16:26] d2.utils.events INFO: eta: 15:21:20 iter: 36979 total_loss: 1.449 loss_cls: 0.009028 loss_box_reg: 0.02391 loss_rpn_cls: 0.001916 loss_rpn_loc: 0.001179 loss_D_img_s: 0.7022 loss_cls_pseudo: 0.01819 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003986 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.7312 last_time: 1.3012 data_time: 0.0088 last_data_time: 0.0130 lr: 0.01 max_mem: 12686M [03/23 11:16:51] d2.data.common INFO: Serializing the dataset using: [03/23 11:16:51] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 11:16:51] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 11:16:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 11:16:51] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 11:16:53] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0014 s/iter. Inference: 0.1066 s/iter. Eval: 0.0002 s/iter. Total: 0.1082 s/iter. ETA=0:00:43 [03/23 11:16:58] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0036 s/iter. Inference: 0.1037 s/iter. Eval: 0.0003 s/iter. Total: 0.1076 s/iter. ETA=0:00:37 [03/23 11:17:03] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0036 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1048 s/iter. ETA=0:00:31 [03/23 11:17:08] d2.evaluation.evaluator INFO: Inference done 155/410. Dataloading: 0.0054 s/iter. Inference: 0.1011 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:27 [03/23 11:17:13] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0050 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1063 s/iter. ETA=0:00:21 [03/23 11:17:19] d2.evaluation.evaluator INFO: Inference done 258/410. Dataloading: 0.0045 s/iter. Inference: 0.0982 s/iter. Eval: 0.0003 s/iter. Total: 0.1031 s/iter. ETA=0:00:15 [03/23 11:17:24] d2.evaluation.evaluator INFO: Inference done 305/410. Dataloading: 0.0045 s/iter. Inference: 0.0990 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:10 [03/23 11:17:29] d2.evaluation.evaluator INFO: Inference done 353/410. Dataloading: 0.0043 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1040 s/iter. ETA=0:00:05 [03/23 11:17:34] d2.evaluation.evaluator INFO: Inference done 403/410. Dataloading: 0.0042 s/iter. Inference: 0.0990 s/iter. Eval: 0.0002 s/iter. Total: 0.1035 s/iter. ETA=0:00:00 [03/23 11:17:34] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.859881 (0.103358 s / iter per device, on 1 devices) [03/23 11:17:34] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.098670 s / iter per device, on 1 devices) [03/23 11:17:35] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 11:17:35] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 11:17:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 11:17:35] d2.evaluation.testing INFO: copypaste: 2.0787,11.7983,0.1099 [03/23 11:17:35] d2.data.common INFO: Serializing the dataset using: [03/23 11:17:35] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 11:17:35] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 11:17:35] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 11:17:35] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 11:17:39] d2.evaluation.evaluator INFO: Inference done 31/410. Dataloading: 0.0055 s/iter. Inference: 0.1118 s/iter. Eval: 0.0004 s/iter. Total: 0.1177 s/iter. ETA=0:00:44 [03/23 11:17:44] d2.evaluation.evaluator INFO: Inference done 80/410. Dataloading: 0.0039 s/iter. Inference: 0.1032 s/iter. Eval: 0.0003 s/iter. Total: 0.1075 s/iter. ETA=0:00:35 [03/23 11:17:49] d2.evaluation.evaluator INFO: Inference done 129/410. Dataloading: 0.0048 s/iter. Inference: 0.1005 s/iter. Eval: 0.0004 s/iter. Total: 0.1058 s/iter. ETA=0:00:29 [03/23 11:17:54] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0048 s/iter. Inference: 0.0995 s/iter. Eval: 0.0004 s/iter. Total: 0.1047 s/iter. ETA=0:00:24 [03/23 11:17:59] d2.evaluation.evaluator INFO: Inference done 227/410. Dataloading: 0.0044 s/iter. Inference: 0.1002 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:19 [03/23 11:18:04] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0041 s/iter. Inference: 0.1005 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:14 [03/23 11:18:09] d2.evaluation.evaluator INFO: Inference done 322/410. Dataloading: 0.0041 s/iter. Inference: 0.1008 s/iter. Eval: 0.0003 s/iter. Total: 0.1053 s/iter. ETA=0:00:09 [03/23 11:18:14] d2.evaluation.evaluator INFO: Inference done 371/410. Dataloading: 0.0040 s/iter. Inference: 0.1005 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:04 [03/23 11:18:18] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.416390 (0.104732 s / iter per device, on 1 devices) [03/23 11:18:18] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100216 s / iter per device, on 1 devices) [03/23 11:18:18] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 11:18:18] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 11:18:18] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 11:18:18] d2.evaluation.testing INFO: copypaste: 2.2970,9.6245,0.0188 [03/23 11:18:18] d2.utils.events INFO: eta: 15:20:37 iter: 36999 total_loss: 1.427 loss_cls: 0.005335 loss_box_reg: 0.01614 loss_rpn_cls: 0.0007773 loss_rpn_loc: 0.001243 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.01628 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004073 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.7315 last_time: 1.2989 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 11:18:45] d2.utils.events INFO: eta: 15:20:24 iter: 37019 total_loss: 1.425 loss_cls: 0.005668 loss_box_reg: 0.01451 loss_rpn_cls: 0.0008127 loss_rpn_loc: 0.001373 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.01416 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002685 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 0.7318 last_time: 1.1164 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 11:19:10] d2.utils.events INFO: eta: 15:19:53 iter: 37039 total_loss: 1.418 loss_cls: 0.004057 loss_box_reg: 0.01288 loss_rpn_cls: 0.0005953 loss_rpn_loc: 0.001318 loss_D_img_s: 0.6761 loss_cls_pseudo: 0.01485 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002971 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.7321 last_time: 1.1443 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 11:19:35] d2.utils.events INFO: eta: 15:19:27 iter: 37059 total_loss: 1.423 loss_cls: 0.005887 loss_box_reg: 0.01572 loss_rpn_cls: 0.0005482 loss_rpn_loc: 0.001109 loss_D_img_s: 0.6829 loss_cls_pseudo: 0.01588 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003301 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.7324 last_time: 1.3126 data_time: 0.0084 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 11:20:01] d2.utils.events INFO: eta: 15:19:07 iter: 37079 total_loss: 1.423 loss_cls: 0.004246 loss_box_reg: 0.01416 loss_rpn_cls: 0.0004751 loss_rpn_loc: 0.0008922 loss_D_img_s: 0.6949 loss_cls_pseudo: 0.01375 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002106 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6847 time: 0.7327 last_time: 1.3423 data_time: 0.0076 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:20:27] d2.utils.events INFO: eta: 15:18:30 iter: 37099 total_loss: 1.439 loss_cls: 0.008684 loss_box_reg: 0.01765 loss_rpn_cls: 0.001498 loss_rpn_loc: 0.00114 loss_D_img_s: 0.6999 loss_cls_pseudo: 0.01805 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002536 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6825 time: 0.7329 last_time: 1.1779 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 11:20:52] d2.utils.events INFO: eta: 15:18:01 iter: 37119 total_loss: 1.428 loss_cls: 0.005472 loss_box_reg: 0.01457 loss_rpn_cls: 0.0006444 loss_rpn_loc: 0.001051 loss_D_img_s: 0.6913 loss_cls_pseudo: 0.01731 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001744 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.7332 last_time: 1.1383 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 11:21:17] d2.utils.events INFO: eta: 15:17:35 iter: 37139 total_loss: 1.437 loss_cls: 0.006254 loss_box_reg: 0.0173 loss_rpn_cls: 0.0007026 loss_rpn_loc: 0.001277 loss_D_img_s: 0.695 loss_cls_pseudo: 0.02102 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003119 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.7335 last_time: 1.1426 data_time: 0.0082 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 11:21:42] d2.utils.events INFO: eta: 15:16:47 iter: 37159 total_loss: 1.435 loss_cls: 0.005171 loss_box_reg: 0.01516 loss_rpn_cls: 0.0005881 loss_rpn_loc: 0.001402 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.01713 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002747 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6745 time: 0.7338 last_time: 1.4266 data_time: 0.0080 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 11:22:07] d2.utils.events INFO: eta: 15:16:22 iter: 37179 total_loss: 1.427 loss_cls: 0.004872 loss_box_reg: 0.01618 loss_rpn_cls: 0.000601 loss_rpn_loc: 0.001197 loss_D_img_s: 0.7037 loss_cls_pseudo: 0.01079 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001236 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 0.7341 last_time: 1.1583 data_time: 0.0086 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 11:22:33] d2.utils.events INFO: eta: 15:16:13 iter: 37199 total_loss: 1.444 loss_cls: 0.006127 loss_box_reg: 0.01536 loss_rpn_cls: 0.0004194 loss_rpn_loc: 0.001104 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.01993 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002871 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.7344 last_time: 1.2001 data_time: 0.0083 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 11:22:58] d2.utils.events INFO: eta: 15:15:57 iter: 37219 total_loss: 1.437 loss_cls: 0.005936 loss_box_reg: 0.01745 loss_rpn_cls: 0.00102 loss_rpn_loc: 0.00113 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.01695 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003175 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7075 time: 0.7347 last_time: 1.1541 data_time: 0.0084 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 11:23:24] d2.utils.events INFO: eta: 15:16:02 iter: 37239 total_loss: 1.443 loss_cls: 0.003931 loss_box_reg: 0.01496 loss_rpn_cls: 0.0008188 loss_rpn_loc: 0.0014 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.0196 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003534 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7026 time: 0.7350 last_time: 1.4945 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 11:23:51] d2.utils.events INFO: eta: 15:16:33 iter: 37259 total_loss: 1.448 loss_cls: 0.007165 loss_box_reg: 0.01616 loss_rpn_cls: 0.001196 loss_rpn_loc: 0.001064 loss_D_img_s: 0.7 loss_cls_pseudo: 0.02504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004401 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.7353 last_time: 1.3274 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 11:24:16] d2.utils.events INFO: eta: 15:15:23 iter: 37279 total_loss: 1.442 loss_cls: 0.006495 loss_box_reg: 0.01596 loss_rpn_cls: 0.00134 loss_rpn_loc: 0.001324 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.02049 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002605 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7082 time: 0.7356 last_time: 1.5169 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 11:24:42] d2.utils.events INFO: eta: 15:15:42 iter: 37299 total_loss: 1.44 loss_cls: 0.004936 loss_box_reg: 0.01796 loss_rpn_cls: 0.0009769 loss_rpn_loc: 0.00113 loss_D_img_s: 0.6714 loss_cls_pseudo: 0.02532 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002948 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7134 time: 0.7359 last_time: 1.3570 data_time: 0.0089 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 11:25:06] d2.utils.events INFO: eta: 15:14:26 iter: 37319 total_loss: 1.422 loss_cls: 0.005989 loss_box_reg: 0.01722 loss_rpn_cls: 0.0008743 loss_rpn_loc: 0.001187 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.01108 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.000999 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.7361 last_time: 1.1200 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 11:25:32] d2.utils.events INFO: eta: 15:14:22 iter: 37339 total_loss: 1.446 loss_cls: 0.009045 loss_box_reg: 0.02488 loss_rpn_cls: 0.001114 loss_rpn_loc: 0.001501 loss_D_img_s: 0.7145 loss_cls_pseudo: 0.01605 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002725 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6674 time: 0.7364 last_time: 1.1939 data_time: 0.0086 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 11:25:58] d2.utils.events INFO: eta: 15:13:46 iter: 37359 total_loss: 1.444 loss_cls: 0.007024 loss_box_reg: 0.02228 loss_rpn_cls: 0.001427 loss_rpn_loc: 0.001065 loss_D_img_s: 0.729 loss_cls_pseudo: 0.01717 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007682 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6538 time: 0.7367 last_time: 1.1342 data_time: 0.0090 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 11:26:22] d2.utils.events INFO: eta: 15:12:31 iter: 37379 total_loss: 1.44 loss_cls: 0.004751 loss_box_reg: 0.01835 loss_rpn_cls: 0.0009267 loss_rpn_loc: 0.001442 loss_D_img_s: 0.7052 loss_cls_pseudo: 0.01467 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.7370 last_time: 1.2465 data_time: 0.0083 last_data_time: 0.0060 lr: 0.01 max_mem: 12686M [03/23 11:26:56] d2.utils.events INFO: eta: 15:14:36 iter: 37399 total_loss: 1.43 loss_cls: 0.004737 loss_box_reg: 0.01379 loss_rpn_cls: 0.0006555 loss_rpn_loc: 0.0009521 loss_D_img_s: 0.6422 loss_cls_pseudo: 0.01834 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004041 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7369 time: 0.7375 last_time: 1.6000 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 11:27:24] d2.utils.events INFO: eta: 15:14:36 iter: 37419 total_loss: 1.444 loss_cls: 0.007788 loss_box_reg: 0.01962 loss_rpn_cls: 0.001361 loss_rpn_loc: 0.001276 loss_D_img_s: 0.645 loss_cls_pseudo: 0.02331 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7397 time: 0.7378 last_time: 1.4854 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 11:27:50] d2.utils.events INFO: eta: 15:13:51 iter: 37439 total_loss: 1.439 loss_cls: 0.007676 loss_box_reg: 0.01906 loss_rpn_cls: 0.001422 loss_rpn_loc: 0.001464 loss_D_img_s: 0.7003 loss_cls_pseudo: 0.01262 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003186 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6847 time: 0.7381 last_time: 1.3123 data_time: 0.0077 last_data_time: 0.0109 lr: 0.01 max_mem: 12686M [03/23 11:28:15] d2.utils.events INFO: eta: 15:13:19 iter: 37459 total_loss: 1.44 loss_cls: 0.006416 loss_box_reg: 0.01831 loss_rpn_cls: 0.0009929 loss_rpn_loc: 0.001366 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.01504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002218 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.7384 last_time: 1.2112 data_time: 0.0095 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 11:28:40] d2.utils.events INFO: eta: 15:12:41 iter: 37479 total_loss: 1.429 loss_cls: 0.005156 loss_box_reg: 0.01716 loss_rpn_cls: 0.0007874 loss_rpn_loc: 0.001048 loss_D_img_s: 0.6741 loss_cls_pseudo: 0.01806 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002975 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7068 time: 0.7387 last_time: 1.3241 data_time: 0.0082 last_data_time: 0.0137 lr: 0.01 max_mem: 12686M [03/23 11:29:06] d2.utils.events INFO: eta: 15:12:15 iter: 37499 total_loss: 1.43 loss_cls: 0.005542 loss_box_reg: 0.01566 loss_rpn_cls: 0.0009832 loss_rpn_loc: 0.001179 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.01873 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002431 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7022 time: 0.7390 last_time: 1.2781 data_time: 0.0091 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 11:29:32] d2.utils.events INFO: eta: 15:11:49 iter: 37519 total_loss: 1.432 loss_cls: 0.004687 loss_box_reg: 0.01506 loss_rpn_cls: 0.0005453 loss_rpn_loc: 0.000959 loss_D_img_s: 0.7088 loss_cls_pseudo: 0.01245 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002041 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6743 time: 0.7393 last_time: 1.3536 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 11:29:57] d2.utils.events INFO: eta: 15:11:35 iter: 37539 total_loss: 1.441 loss_cls: 0.008064 loss_box_reg: 0.01923 loss_rpn_cls: 0.00128 loss_rpn_loc: 0.001017 loss_D_img_s: 0.7213 loss_cls_pseudo: 0.01514 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0025 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6649 time: 0.7395 last_time: 1.2973 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 11:30:22] d2.utils.events INFO: eta: 15:10:44 iter: 37559 total_loss: 1.436 loss_cls: 0.006828 loss_box_reg: 0.01881 loss_rpn_cls: 0.0008772 loss_rpn_loc: 0.001068 loss_D_img_s: 0.7225 loss_cls_pseudo: 0.01553 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002862 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6611 time: 0.7398 last_time: 1.3231 data_time: 0.0083 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 11:30:47] d2.utils.events INFO: eta: 15:10:11 iter: 37579 total_loss: 1.438 loss_cls: 0.005907 loss_box_reg: 0.0156 loss_rpn_cls: 0.0005155 loss_rpn_loc: 0.001471 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.01627 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002741 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6814 time: 0.7401 last_time: 1.5380 data_time: 0.0086 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 11:31:12] d2.utils.events INFO: eta: 15:08:03 iter: 37599 total_loss: 1.427 loss_cls: 0.003463 loss_box_reg: 0.01749 loss_rpn_cls: 0.0006956 loss_rpn_loc: 0.00108 loss_D_img_s: 0.6797 loss_cls_pseudo: 0.01452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00218 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.706 time: 0.7404 last_time: 1.1140 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 11:31:37] d2.utils.events INFO: eta: 15:07:13 iter: 37619 total_loss: 1.437 loss_cls: 0.006302 loss_box_reg: 0.01914 loss_rpn_cls: 0.0009747 loss_rpn_loc: 0.001561 loss_D_img_s: 0.6777 loss_cls_pseudo: 0.02177 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7053 time: 0.7406 last_time: 1.4261 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 11:32:03] d2.utils.events INFO: eta: 15:07:11 iter: 37639 total_loss: 1.438 loss_cls: 0.006429 loss_box_reg: 0.01774 loss_rpn_cls: 0.001007 loss_rpn_loc: 0.001079 loss_D_img_s: 0.6885 loss_cls_pseudo: 0.01351 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003543 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.7409 last_time: 1.3679 data_time: 0.0095 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 11:32:28] d2.utils.events INFO: eta: 15:06:31 iter: 37659 total_loss: 1.436 loss_cls: 0.006398 loss_box_reg: 0.01871 loss_rpn_cls: 0.0008468 loss_rpn_loc: 0.0009842 loss_D_img_s: 0.704 loss_cls_pseudo: 0.01581 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003054 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.7412 last_time: 1.1630 data_time: 0.0083 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 11:32:52] d2.utils.events INFO: eta: 15:06:11 iter: 37679 total_loss: 1.432 loss_cls: 0.006129 loss_box_reg: 0.02059 loss_rpn_cls: 0.0006853 loss_rpn_loc: 0.001112 loss_D_img_s: 0.682 loss_cls_pseudo: 0.01937 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001802 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 0.7415 last_time: 1.3069 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 11:33:18] d2.utils.events INFO: eta: 15:05:54 iter: 37699 total_loss: 1.445 loss_cls: 0.005138 loss_box_reg: 0.01542 loss_rpn_cls: 0.0007067 loss_rpn_loc: 0.001066 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.01565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003837 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7019 time: 0.7417 last_time: 1.1467 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 11:33:44] d2.utils.events INFO: eta: 15:05:24 iter: 37719 total_loss: 1.437 loss_cls: 0.005097 loss_box_reg: 0.01554 loss_rpn_cls: 0.0009486 loss_rpn_loc: 0.001212 loss_D_img_s: 0.7189 loss_cls_pseudo: 0.0131 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002359 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6713 time: 0.7420 last_time: 1.4874 data_time: 0.0091 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 11:34:10] d2.utils.events INFO: eta: 15:06:28 iter: 37739 total_loss: 1.429 loss_cls: 0.004475 loss_box_reg: 0.01492 loss_rpn_cls: 0.00069 loss_rpn_loc: 0.0009898 loss_D_img_s: 0.7414 loss_cls_pseudo: 0.01184 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003816 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6478 time: 0.7423 last_time: 1.2521 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 11:34:35] d2.utils.events INFO: eta: 15:04:05 iter: 37759 total_loss: 1.437 loss_cls: 0.00589 loss_box_reg: 0.01785 loss_rpn_cls: 0.0008709 loss_rpn_loc: 0.001537 loss_D_img_s: 0.7074 loss_cls_pseudo: 0.01661 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002533 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.7426 last_time: 1.2411 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 11:34:59] d2.utils.events INFO: eta: 15:03:36 iter: 37779 total_loss: 1.423 loss_cls: 0.00565 loss_box_reg: 0.02251 loss_rpn_cls: 0.001316 loss_rpn_loc: 0.001319 loss_D_img_s: 0.6347 loss_cls_pseudo: 0.008504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001631 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7414 time: 0.7428 last_time: 1.1551 data_time: 0.0084 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 11:35:24] d2.utils.events INFO: eta: 15:03:11 iter: 37799 total_loss: 1.441 loss_cls: 0.007245 loss_box_reg: 0.0157 loss_rpn_cls: 0.001616 loss_rpn_loc: 0.0008912 loss_D_img_s: 0.6332 loss_cls_pseudo: 0.01812 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005108 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7606 time: 0.7431 last_time: 1.2956 data_time: 0.0078 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 11:35:49] d2.utils.events INFO: eta: 15:03:15 iter: 37819 total_loss: 1.439 loss_cls: 0.004613 loss_box_reg: 0.01559 loss_rpn_cls: 0.0009938 loss_rpn_loc: 0.001245 loss_D_img_s: 0.6782 loss_cls_pseudo: 0.02388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00365 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7113 time: 0.7434 last_time: 1.3037 data_time: 0.0079 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 11:36:15] d2.utils.events INFO: eta: 15:04:49 iter: 37839 total_loss: 1.444 loss_cls: 0.006307 loss_box_reg: 0.01523 loss_rpn_cls: 0.000899 loss_rpn_loc: 0.001169 loss_D_img_s: 0.7118 loss_cls_pseudo: 0.01507 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.7437 last_time: 1.3242 data_time: 0.0079 last_data_time: 0.0097 lr: 0.01 max_mem: 12686M [03/23 11:36:39] d2.utils.events INFO: eta: 15:02:14 iter: 37859 total_loss: 1.412 loss_cls: 0.004514 loss_box_reg: 0.01554 loss_rpn_cls: 0.0005135 loss_rpn_loc: 0.001109 loss_D_img_s: 0.7307 loss_cls_pseudo: 0.009969 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003477 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6496 time: 0.7439 last_time: 1.1478 data_time: 0.0081 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 11:37:04] d2.utils.events INFO: eta: 15:03:52 iter: 37879 total_loss: 1.445 loss_cls: 0.006951 loss_box_reg: 0.01768 loss_rpn_cls: 0.001359 loss_rpn_loc: 0.001375 loss_D_img_s: 0.753 loss_cls_pseudo: 0.01937 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003085 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.629 time: 0.7442 last_time: 1.1886 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 11:37:30] d2.utils.events INFO: eta: 15:03:52 iter: 37899 total_loss: 1.454 loss_cls: 0.005335 loss_box_reg: 0.01546 loss_rpn_cls: 0.00137 loss_rpn_loc: 0.001092 loss_D_img_s: 0.7452 loss_cls_pseudo: 0.01535 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6525 time: 0.7445 last_time: 1.3159 data_time: 0.0086 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 11:37:55] d2.utils.events INFO: eta: 15:03:33 iter: 37919 total_loss: 1.452 loss_cls: 0.006544 loss_box_reg: 0.02231 loss_rpn_cls: 0.0009571 loss_rpn_loc: 0.001123 loss_D_img_s: 0.679 loss_cls_pseudo: 0.01565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002936 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7177 time: 0.7447 last_time: 1.4368 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 11:38:21] d2.utils.events INFO: eta: 15:02:40 iter: 37939 total_loss: 1.424 loss_cls: 0.005796 loss_box_reg: 0.01747 loss_rpn_cls: 0.001015 loss_rpn_loc: 0.001234 loss_D_img_s: 0.6277 loss_cls_pseudo: 0.01352 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003228 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.742 time: 0.7450 last_time: 1.2908 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 11:38:46] d2.utils.events INFO: eta: 15:01:45 iter: 37959 total_loss: 1.436 loss_cls: 0.005128 loss_box_reg: 0.01457 loss_rpn_cls: 0.001086 loss_rpn_loc: 0.0008995 loss_D_img_s: 0.6049 loss_cls_pseudo: 0.01555 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003535 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7821 time: 0.7453 last_time: 1.2697 data_time: 0.0080 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 11:39:11] d2.utils.events INFO: eta: 15:00:34 iter: 37979 total_loss: 1.434 loss_cls: 0.006745 loss_box_reg: 0.01855 loss_rpn_cls: 0.002091 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6571 loss_cls_pseudo: 0.01282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002384 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7274 time: 0.7456 last_time: 1.3307 data_time: 0.0082 last_data_time: 0.0057 lr: 0.01 max_mem: 12686M [03/23 11:39:36] d2.data.common INFO: Serializing the dataset using: [03/23 11:39:36] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 11:39:36] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 11:39:36] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 11:39:36] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 11:39:38] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0083 s/iter. Inference: 0.1047 s/iter. Eval: 0.0003 s/iter. Total: 0.1133 s/iter. ETA=0:00:45 [03/23 11:39:43] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0035 s/iter. Inference: 0.0986 s/iter. Eval: 0.0006 s/iter. Total: 0.1028 s/iter. ETA=0:00:35 [03/23 11:39:48] d2.evaluation.evaluator INFO: Inference done 111/410. Dataloading: 0.0034 s/iter. Inference: 0.0978 s/iter. Eval: 0.0004 s/iter. Total: 0.1017 s/iter. ETA=0:00:30 [03/23 11:39:53] d2.evaluation.evaluator INFO: Inference done 160/410. Dataloading: 0.0032 s/iter. Inference: 0.0985 s/iter. Eval: 0.0005 s/iter. Total: 0.1022 s/iter. ETA=0:00:25 [03/23 11:39:58] d2.evaluation.evaluator INFO: Inference done 212/410. Dataloading: 0.0034 s/iter. Inference: 0.0973 s/iter. Eval: 0.0004 s/iter. Total: 0.1012 s/iter. ETA=0:00:20 [03/23 11:40:03] d2.evaluation.evaluator INFO: Inference done 259/410. Dataloading: 0.0042 s/iter. Inference: 0.0975 s/iter. Eval: 0.0004 s/iter. Total: 0.1022 s/iter. ETA=0:00:15 [03/23 11:40:09] d2.evaluation.evaluator INFO: Inference done 309/410. Dataloading: 0.0041 s/iter. Inference: 0.0976 s/iter. Eval: 0.0004 s/iter. Total: 0.1022 s/iter. ETA=0:00:10 [03/23 11:40:14] d2.evaluation.evaluator INFO: Inference done 357/410. Dataloading: 0.0041 s/iter. Inference: 0.0981 s/iter. Eval: 0.0004 s/iter. Total: 0.1026 s/iter. ETA=0:00:05 [03/23 11:40:19] d2.evaluation.evaluator INFO: Inference done 408/410. Dataloading: 0.0039 s/iter. Inference: 0.0979 s/iter. Eval: 0.0004 s/iter. Total: 0.1023 s/iter. ETA=0:00:00 [03/23 11:40:19] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.451468 (0.102349 s / iter per device, on 1 devices) [03/23 11:40:19] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097827 s / iter per device, on 1 devices) [03/23 11:40:19] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 11:40:19] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 11:40:19] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 11:40:19] d2.evaluation.testing INFO: copypaste: 1.5355,6.0841,0.0458 [03/23 11:40:19] d2.data.common INFO: Serializing the dataset using: [03/23 11:40:19] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 11:40:19] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 11:40:19] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 11:40:19] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 11:40:24] d2.evaluation.evaluator INFO: Inference done 37/410. Dataloading: 0.0066 s/iter. Inference: 0.1019 s/iter. Eval: 0.0003 s/iter. Total: 0.1087 s/iter. ETA=0:00:40 [03/23 11:40:29] d2.evaluation.evaluator INFO: Inference done 85/410. Dataloading: 0.0050 s/iter. Inference: 0.1011 s/iter. Eval: 0.0002 s/iter. Total: 0.1063 s/iter. ETA=0:00:34 [03/23 11:40:34] d2.evaluation.evaluator INFO: Inference done 134/410. Dataloading: 0.0043 s/iter. Inference: 0.1001 s/iter. Eval: 0.0002 s/iter. Total: 0.1047 s/iter. ETA=0:00:28 [03/23 11:40:39] d2.evaluation.evaluator INFO: Inference done 184/410. Dataloading: 0.0037 s/iter. Inference: 0.0996 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:23 [03/23 11:40:44] d2.evaluation.evaluator INFO: Inference done 235/410. Dataloading: 0.0036 s/iter. Inference: 0.0988 s/iter. Eval: 0.0002 s/iter. Total: 0.1028 s/iter. ETA=0:00:17 [03/23 11:40:49] d2.evaluation.evaluator INFO: Inference done 285/410. Dataloading: 0.0036 s/iter. Inference: 0.0986 s/iter. Eval: 0.0002 s/iter. Total: 0.1026 s/iter. ETA=0:00:12 [03/23 11:40:54] d2.evaluation.evaluator INFO: Inference done 338/410. Dataloading: 0.0039 s/iter. Inference: 0.0974 s/iter. Eval: 0.0003 s/iter. Total: 0.1017 s/iter. ETA=0:00:07 [03/23 11:40:59] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0037 s/iter. Inference: 0.0974 s/iter. Eval: 0.0003 s/iter. Total: 0.1016 s/iter. ETA=0:00:02 [03/23 11:41:02] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.364381 (0.102134 s / iter per device, on 1 devices) [03/23 11:41:02] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097772 s / iter per device, on 1 devices) [03/23 11:41:02] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 11:41:02] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 11:41:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 11:41:02] d2.evaluation.testing INFO: copypaste: 1.7352,6.6532,0.0000 [03/23 11:41:02] d2.utils.events INFO: eta: 15:01:31 iter: 37999 total_loss: 1.422 loss_cls: 0.005225 loss_box_reg: 0.01876 loss_rpn_cls: 0.000824 loss_rpn_loc: 0.0009933 loss_D_img_s: 0.684 loss_cls_pseudo: 0.01458 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00156 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.7458 last_time: 1.4720 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 11:41:28] d2.utils.events INFO: eta: 14:59:42 iter: 38019 total_loss: 1.429 loss_cls: 0.00709 loss_box_reg: 0.02186 loss_rpn_cls: 0.001075 loss_rpn_loc: 0.001241 loss_D_img_s: 0.7131 loss_cls_pseudo: 0.0172 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002214 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6629 time: 0.7461 last_time: 1.3376 data_time: 0.0088 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 11:41:53] d2.utils.events INFO: eta: 14:58:35 iter: 38039 total_loss: 1.42 loss_cls: 0.004523 loss_box_reg: 0.01338 loss_rpn_cls: 0.0004485 loss_rpn_loc: 0.001347 loss_D_img_s: 0.7149 loss_cls_pseudo: 0.01468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001655 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6664 time: 0.7464 last_time: 1.2576 data_time: 0.0084 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 11:42:18] d2.utils.events INFO: eta: 14:57:37 iter: 38059 total_loss: 1.436 loss_cls: 0.006814 loss_box_reg: 0.01639 loss_rpn_cls: 0.001451 loss_rpn_loc: 0.001462 loss_D_img_s: 0.7138 loss_cls_pseudo: 0.01689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6703 time: 0.7466 last_time: 1.1141 data_time: 0.0085 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 11:42:44] d2.utils.events INFO: eta: 14:57:03 iter: 38079 total_loss: 1.436 loss_cls: 0.004803 loss_box_reg: 0.01554 loss_rpn_cls: 0.0006695 loss_rpn_loc: 0.001181 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.02299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004025 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6694 time: 0.7469 last_time: 1.2884 data_time: 0.0085 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 11:43:10] d2.utils.events INFO: eta: 14:56:58 iter: 38099 total_loss: 1.446 loss_cls: 0.006709 loss_box_reg: 0.01882 loss_rpn_cls: 0.0007429 loss_rpn_loc: 0.001076 loss_D_img_s: 0.703 loss_cls_pseudo: 0.02713 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004233 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.674 time: 0.7472 last_time: 1.1668 data_time: 0.0077 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 11:43:35] d2.utils.events INFO: eta: 14:56:33 iter: 38119 total_loss: 1.422 loss_cls: 0.005282 loss_box_reg: 0.01601 loss_rpn_cls: 0.00059 loss_rpn_loc: 0.0008215 loss_D_img_s: 0.6828 loss_cls_pseudo: 0.01424 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001864 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.7475 last_time: 1.2739 data_time: 0.0081 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 11:44:00] d2.utils.events INFO: eta: 14:55:57 iter: 38139 total_loss: 1.428 loss_cls: 0.005282 loss_box_reg: 0.01736 loss_rpn_cls: 0.0006186 loss_rpn_loc: 0.001283 loss_D_img_s: 0.6697 loss_cls_pseudo: 0.01557 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003804 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.71 time: 0.7477 last_time: 1.1423 data_time: 0.0085 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:44:24] d2.utils.events INFO: eta: 14:55:20 iter: 38159 total_loss: 1.449 loss_cls: 0.006635 loss_box_reg: 0.01718 loss_rpn_cls: 0.001225 loss_rpn_loc: 0.001269 loss_D_img_s: 0.6851 loss_cls_pseudo: 0.01769 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003137 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6945 time: 0.7480 last_time: 1.3125 data_time: 0.0076 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 11:44:50] d2.utils.events INFO: eta: 14:55:16 iter: 38179 total_loss: 1.446 loss_cls: 0.005486 loss_box_reg: 0.01899 loss_rpn_cls: 0.0004522 loss_rpn_loc: 0.001094 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.02252 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003514 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6856 time: 0.7483 last_time: 1.3107 data_time: 0.0080 last_data_time: 0.0107 lr: 0.01 max_mem: 12686M [03/23 11:45:15] d2.utils.events INFO: eta: 14:54:37 iter: 38199 total_loss: 1.429 loss_cls: 0.004243 loss_box_reg: 0.01541 loss_rpn_cls: 0.0008334 loss_rpn_loc: 0.001298 loss_D_img_s: 0.712 loss_cls_pseudo: 0.01378 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6763 time: 0.7485 last_time: 1.1277 data_time: 0.0080 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 11:45:41] d2.utils.events INFO: eta: 14:53:33 iter: 38219 total_loss: 1.423 loss_cls: 0.004648 loss_box_reg: 0.01584 loss_rpn_cls: 0.0006798 loss_rpn_loc: 0.001021 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.01164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001559 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 0.7488 last_time: 1.2815 data_time: 0.0088 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 11:46:05] d2.utils.events INFO: eta: 14:52:02 iter: 38239 total_loss: 1.432 loss_cls: 0.004109 loss_box_reg: 0.01499 loss_rpn_cls: 0.001014 loss_rpn_loc: 0.001146 loss_D_img_s: 0.6786 loss_cls_pseudo: 0.01519 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002962 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7053 time: 0.7491 last_time: 1.2817 data_time: 0.0087 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 11:46:30] d2.utils.events INFO: eta: 14:51:24 iter: 38259 total_loss: 1.438 loss_cls: 0.00695 loss_box_reg: 0.01527 loss_rpn_cls: 0.0009769 loss_rpn_loc: 0.001089 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.01852 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002068 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.7493 last_time: 1.2888 data_time: 0.0084 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 11:46:56] d2.utils.events INFO: eta: 14:51:07 iter: 38279 total_loss: 1.424 loss_cls: 0.004288 loss_box_reg: 0.01525 loss_rpn_cls: 0.0006287 loss_rpn_loc: 0.001188 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.0145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001962 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.7496 last_time: 1.3339 data_time: 0.0088 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 11:47:21] d2.utils.events INFO: eta: 14:50:24 iter: 38299 total_loss: 1.443 loss_cls: 0.006841 loss_box_reg: 0.02054 loss_rpn_cls: 0.0008238 loss_rpn_loc: 0.001497 loss_D_img_s: 0.7094 loss_cls_pseudo: 0.01493 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00334 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6706 time: 0.7499 last_time: 1.3459 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 11:47:46] d2.utils.events INFO: eta: 14:50:16 iter: 38319 total_loss: 1.441 loss_cls: 0.005783 loss_box_reg: 0.01452 loss_rpn_cls: 0.001066 loss_rpn_loc: 0.001215 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001812 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6942 time: 0.7501 last_time: 1.2555 data_time: 0.0087 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 11:48:11] d2.utils.events INFO: eta: 14:49:32 iter: 38339 total_loss: 1.445 loss_cls: 0.006485 loss_box_reg: 0.01899 loss_rpn_cls: 0.001033 loss_rpn_loc: 0.001125 loss_D_img_s: 0.6915 loss_cls_pseudo: 0.02275 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005309 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6912 time: 0.7504 last_time: 1.1620 data_time: 0.0090 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 11:48:37] d2.utils.events INFO: eta: 14:49:16 iter: 38359 total_loss: 1.448 loss_cls: 0.004649 loss_box_reg: 0.0142 loss_rpn_cls: 0.0006253 loss_rpn_loc: 0.0008629 loss_D_img_s: 0.6998 loss_cls_pseudo: 0.02481 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005658 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.7507 last_time: 1.1479 data_time: 0.0082 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 11:49:02] d2.utils.events INFO: eta: 14:49:33 iter: 38379 total_loss: 1.432 loss_cls: 0.005142 loss_box_reg: 0.01755 loss_rpn_cls: 0.0006863 loss_rpn_loc: 0.001062 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.009891 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002277 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 0.7509 last_time: 1.3500 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 11:49:26] d2.utils.events INFO: eta: 14:47:17 iter: 38399 total_loss: 1.419 loss_cls: 0.003816 loss_box_reg: 0.01559 loss_rpn_cls: 0.0005992 loss_rpn_loc: 0.001203 loss_D_img_s: 0.6713 loss_cls_pseudo: 0.01238 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001663 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.705 time: 0.7512 last_time: 1.1463 data_time: 0.0080 last_data_time: 0.0111 lr: 0.01 max_mem: 12686M [03/23 11:49:51] d2.utils.events INFO: eta: 14:45:36 iter: 38419 total_loss: 1.432 loss_cls: 0.004962 loss_box_reg: 0.01618 loss_rpn_cls: 0.0007507 loss_rpn_loc: 0.001089 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01935 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.7514 last_time: 1.2718 data_time: 0.0081 last_data_time: 0.0102 lr: 0.01 max_mem: 12686M [03/23 11:50:17] d2.utils.events INFO: eta: 14:45:36 iter: 38439 total_loss: 1.43 loss_cls: 0.00438 loss_box_reg: 0.01518 loss_rpn_cls: 0.0007089 loss_rpn_loc: 0.001431 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.01687 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6789 time: 0.7517 last_time: 1.3755 data_time: 0.0078 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 11:50:42] d2.utils.events INFO: eta: 14:46:35 iter: 38459 total_loss: 1.43 loss_cls: 0.004984 loss_box_reg: 0.01581 loss_rpn_cls: 0.0005913 loss_rpn_loc: 0.001125 loss_D_img_s: 0.7307 loss_cls_pseudo: 0.01158 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00284 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.657 time: 0.7520 last_time: 1.3251 data_time: 0.0076 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 11:51:07] d2.utils.events INFO: eta: 14:45:36 iter: 38479 total_loss: 1.433 loss_cls: 0.005404 loss_box_reg: 0.01822 loss_rpn_cls: 0.0007751 loss_rpn_loc: 0.0009321 loss_D_img_s: 0.7179 loss_cls_pseudo: 0.01966 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005038 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6697 time: 0.7522 last_time: 1.4774 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 11:51:33] d2.utils.events INFO: eta: 14:45:10 iter: 38499 total_loss: 1.422 loss_cls: 0.006637 loss_box_reg: 0.01666 loss_rpn_cls: 0.001019 loss_rpn_loc: 0.001735 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.01283 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002283 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7011 time: 0.7525 last_time: 1.2079 data_time: 0.0085 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:51:57] d2.utils.events INFO: eta: 14:43:23 iter: 38519 total_loss: 1.426 loss_cls: 0.003701 loss_box_reg: 0.01498 loss_rpn_cls: 0.0004651 loss_rpn_loc: 0.0009027 loss_D_img_s: 0.6615 loss_cls_pseudo: 0.01617 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006306 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7204 time: 0.7528 last_time: 1.1088 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 11:52:23] d2.utils.events INFO: eta: 14:43:03 iter: 38539 total_loss: 1.434 loss_cls: 0.005557 loss_box_reg: 0.01846 loss_rpn_cls: 0.0008777 loss_rpn_loc: 0.001365 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.02014 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7047 time: 0.7530 last_time: 1.0988 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 11:52:48] d2.utils.events INFO: eta: 14:42:37 iter: 38559 total_loss: 1.433 loss_cls: 0.004734 loss_box_reg: 0.01702 loss_rpn_cls: 0.0006835 loss_rpn_loc: 0.001218 loss_D_img_s: 0.7048 loss_cls_pseudo: 0.01574 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003063 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6787 time: 0.7533 last_time: 1.1421 data_time: 0.0085 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 11:53:14] d2.utils.events INFO: eta: 14:43:26 iter: 38579 total_loss: 1.435 loss_cls: 0.006097 loss_box_reg: 0.01915 loss_rpn_cls: 0.0006734 loss_rpn_loc: 0.0009328 loss_D_img_s: 0.7111 loss_cls_pseudo: 0.01719 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002372 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.7536 last_time: 1.4930 data_time: 0.0080 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 11:53:39] d2.utils.events INFO: eta: 14:43:35 iter: 38599 total_loss: 1.442 loss_cls: 0.005482 loss_box_reg: 0.01956 loss_rpn_cls: 0.001132 loss_rpn_loc: 0.00155 loss_D_img_s: 0.716 loss_cls_pseudo: 0.01398 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003707 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.7538 last_time: 1.3000 data_time: 0.0082 last_data_time: 0.0060 lr: 0.01 max_mem: 12686M [03/23 11:54:04] d2.utils.events INFO: eta: 14:43:34 iter: 38619 total_loss: 1.423 loss_cls: 0.005113 loss_box_reg: 0.01931 loss_rpn_cls: 0.001118 loss_rpn_loc: 0.001162 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002545 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 0.7541 last_time: 1.3392 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 11:54:30] d2.utils.events INFO: eta: 14:42:58 iter: 38639 total_loss: 1.425 loss_cls: 0.004095 loss_box_reg: 0.01441 loss_rpn_cls: 0.0008536 loss_rpn_loc: 0.0008825 loss_D_img_s: 0.6781 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004077 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6963 time: 0.7544 last_time: 1.3556 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 11:54:56] d2.utils.events INFO: eta: 14:43:04 iter: 38659 total_loss: 1.419 loss_cls: 0.005226 loss_box_reg: 0.0167 loss_rpn_cls: 0.0004907 loss_rpn_loc: 0.001132 loss_D_img_s: 0.6892 loss_cls_pseudo: 0.00972 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.7546 last_time: 1.2872 data_time: 0.0081 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 11:55:21] d2.utils.events INFO: eta: 14:42:45 iter: 38679 total_loss: 1.421 loss_cls: 0.005311 loss_box_reg: 0.01834 loss_rpn_cls: 0.0007455 loss_rpn_loc: 0.00123 loss_D_img_s: 0.6818 loss_cls_pseudo: 0.01538 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001382 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.7549 last_time: 1.4606 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 11:55:47] d2.utils.events INFO: eta: 14:42:50 iter: 38699 total_loss: 1.435 loss_cls: 0.003171 loss_box_reg: 0.0139 loss_rpn_cls: 0.0004573 loss_rpn_loc: 0.001104 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.02079 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00746 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 0.7552 last_time: 1.5455 data_time: 0.0077 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 11:56:13] d2.utils.events INFO: eta: 14:42:45 iter: 38719 total_loss: 1.424 loss_cls: 0.004938 loss_box_reg: 0.01541 loss_rpn_cls: 0.0006633 loss_rpn_loc: 0.001279 loss_D_img_s: 0.6828 loss_cls_pseudo: 0.01447 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002466 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.7555 last_time: 1.1174 data_time: 0.0086 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 11:56:38] d2.utils.events INFO: eta: 14:41:37 iter: 38739 total_loss: 1.43 loss_cls: 0.004756 loss_box_reg: 0.01537 loss_rpn_cls: 0.0007059 loss_rpn_loc: 0.001455 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.01442 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004537 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6841 time: 0.7557 last_time: 1.3050 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 11:57:04] d2.utils.events INFO: eta: 14:42:18 iter: 38759 total_loss: 1.432 loss_cls: 0.004633 loss_box_reg: 0.01516 loss_rpn_cls: 0.0008724 loss_rpn_loc: 0.0008094 loss_D_img_s: 0.6921 loss_cls_pseudo: 0.01938 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005684 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6818 time: 0.7560 last_time: 1.2909 data_time: 0.0083 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 11:57:29] d2.utils.events INFO: eta: 14:42:56 iter: 38779 total_loss: 1.428 loss_cls: 0.00677 loss_box_reg: 0.01544 loss_rpn_cls: 0.0007643 loss_rpn_loc: 0.001234 loss_D_img_s: 0.67 loss_cls_pseudo: 0.01629 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.7563 last_time: 1.2822 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 11:57:54] d2.utils.events INFO: eta: 14:44:47 iter: 38799 total_loss: 1.43 loss_cls: 0.005036 loss_box_reg: 0.01628 loss_rpn_cls: 0.0009575 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6894 loss_cls_pseudo: 0.01693 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002712 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 0.7565 last_time: 1.2123 data_time: 0.0089 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 11:58:20] d2.utils.events INFO: eta: 14:44:21 iter: 38819 total_loss: 1.448 loss_cls: 0.004693 loss_box_reg: 0.01767 loss_rpn_cls: 0.0003501 loss_rpn_loc: 0.001211 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.02553 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004394 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.7568 last_time: 1.0966 data_time: 0.0093 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 11:58:46] d2.utils.events INFO: eta: 14:44:10 iter: 38839 total_loss: 1.429 loss_cls: 0.004554 loss_box_reg: 0.0156 loss_rpn_cls: 0.0007379 loss_rpn_loc: 0.001844 loss_D_img_s: 0.7122 loss_cls_pseudo: 0.01462 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002362 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6747 time: 0.7571 last_time: 1.3258 data_time: 0.0090 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 11:59:10] d2.utils.events INFO: eta: 14:44:00 iter: 38859 total_loss: 1.435 loss_cls: 0.004222 loss_box_reg: 0.01551 loss_rpn_cls: 0.0005354 loss_rpn_loc: 0.001153 loss_D_img_s: 0.7252 loss_cls_pseudo: 0.01976 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6606 time: 0.7573 last_time: 1.3069 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 11:59:36] d2.utils.events INFO: eta: 14:43:45 iter: 38879 total_loss: 1.453 loss_cls: 0.007483 loss_box_reg: 0.02336 loss_rpn_cls: 0.001359 loss_rpn_loc: 0.001653 loss_D_img_s: 0.704 loss_cls_pseudo: 0.01689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005955 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.7576 last_time: 1.3940 data_time: 0.0076 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:00:01] d2.utils.events INFO: eta: 14:42:46 iter: 38899 total_loss: 1.45 loss_cls: 0.006945 loss_box_reg: 0.0194 loss_rpn_cls: 0.001466 loss_rpn_loc: 0.001651 loss_D_img_s: 0.6668 loss_cls_pseudo: 0.01894 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003003 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.725 time: 0.7578 last_time: 1.1017 data_time: 0.0076 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 12:00:26] d2.utils.events INFO: eta: 14:42:12 iter: 38919 total_loss: 1.447 loss_cls: 0.006482 loss_box_reg: 0.02039 loss_rpn_cls: 0.0009631 loss_rpn_loc: 0.001477 loss_D_img_s: 0.6793 loss_cls_pseudo: 0.0256 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00321 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.703 time: 0.7581 last_time: 1.3517 data_time: 0.0087 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 12:00:52] d2.utils.events INFO: eta: 14:41:54 iter: 38939 total_loss: 1.435 loss_cls: 0.006644 loss_box_reg: 0.01993 loss_rpn_cls: 0.0008267 loss_rpn_loc: 0.001261 loss_D_img_s: 0.6768 loss_cls_pseudo: 0.01116 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7074 time: 0.7584 last_time: 1.1891 data_time: 0.0078 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 12:01:17] d2.utils.events INFO: eta: 14:41:41 iter: 38959 total_loss: 1.447 loss_cls: 0.005474 loss_box_reg: 0.01461 loss_rpn_cls: 0.001112 loss_rpn_loc: 0.001105 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.02537 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005646 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7032 time: 0.7586 last_time: 1.3569 data_time: 0.0079 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 12:01:43] d2.utils.events INFO: eta: 14:41:36 iter: 38979 total_loss: 1.434 loss_cls: 0.007988 loss_box_reg: 0.01669 loss_rpn_cls: 0.0009677 loss_rpn_loc: 0.001029 loss_D_img_s: 0.698 loss_cls_pseudo: 0.01407 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001605 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.7589 last_time: 1.1297 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:02:07] d2.data.common INFO: Serializing the dataset using: [03/23 12:02:07] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 12:02:07] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 12:02:07] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 12:02:07] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 12:02:09] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.0916 s/iter. Eval: 0.0002 s/iter. Total: 0.0931 s/iter. ETA=0:00:37 [03/23 12:02:14] d2.evaluation.evaluator INFO: Inference done 64/410. Dataloading: 0.0029 s/iter. Inference: 0.0918 s/iter. Eval: 0.0002 s/iter. Total: 0.0949 s/iter. ETA=0:00:32 [03/23 12:02:19] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0030 s/iter. Inference: 0.0926 s/iter. Eval: 0.0003 s/iter. Total: 0.0958 s/iter. ETA=0:00:28 [03/23 12:02:24] d2.evaluation.evaluator INFO: Inference done 163/410. Dataloading: 0.0034 s/iter. Inference: 0.0960 s/iter. Eval: 0.0003 s/iter. Total: 0.0997 s/iter. ETA=0:00:24 [03/23 12:02:29] d2.evaluation.evaluator INFO: Inference done 210/410. Dataloading: 0.0043 s/iter. Inference: 0.0968 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:20 [03/23 12:02:34] d2.evaluation.evaluator INFO: Inference done 259/410. Dataloading: 0.0041 s/iter. Inference: 0.0973 s/iter. Eval: 0.0003 s/iter. Total: 0.1018 s/iter. ETA=0:00:15 [03/23 12:02:39] d2.evaluation.evaluator INFO: Inference done 307/410. Dataloading: 0.0040 s/iter. Inference: 0.0979 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:10 [03/23 12:02:44] d2.evaluation.evaluator INFO: Inference done 351/410. Dataloading: 0.0039 s/iter. Inference: 0.0996 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:06 [03/23 12:02:49] d2.evaluation.evaluator INFO: Inference done 401/410. Dataloading: 0.0037 s/iter. Inference: 0.0993 s/iter. Eval: 0.0003 s/iter. Total: 0.1034 s/iter. ETA=0:00:00 [03/23 12:02:50] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.834693 (0.103296 s / iter per device, on 1 devices) [03/23 12:02:50] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099057 s / iter per device, on 1 devices) [03/23 12:02:50] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 12:02:50] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 12:02:50] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 12:02:50] d2.evaluation.testing INFO: copypaste: 1.6751,7.7292,0.0497 [03/23 12:02:50] d2.data.common INFO: Serializing the dataset using: [03/23 12:02:50] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 12:02:50] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 12:02:50] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 12:02:50] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 12:02:54] d2.evaluation.evaluator INFO: Inference done 33/410. Dataloading: 0.0062 s/iter. Inference: 0.0967 s/iter. Eval: 0.0002 s/iter. Total: 0.1032 s/iter. ETA=0:00:38 [03/23 12:02:59] d2.evaluation.evaluator INFO: Inference done 80/410. Dataloading: 0.0064 s/iter. Inference: 0.0995 s/iter. Eval: 0.0004 s/iter. Total: 0.1063 s/iter. ETA=0:00:35 [03/23 12:03:05] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0050 s/iter. Inference: 0.1110 s/iter. Eval: 0.0004 s/iter. Total: 0.1164 s/iter. ETA=0:00:34 [03/23 12:03:10] d2.evaluation.evaluator INFO: Inference done 152/410. Dataloading: 0.0044 s/iter. Inference: 0.1183 s/iter. Eval: 0.0003 s/iter. Total: 0.1231 s/iter. ETA=0:00:31 [03/23 12:03:15] d2.evaluation.evaluator INFO: Inference done 188/410. Dataloading: 0.0040 s/iter. Inference: 0.1223 s/iter. Eval: 0.0003 s/iter. Total: 0.1267 s/iter. ETA=0:00:28 [03/23 12:03:20] d2.evaluation.evaluator INFO: Inference done 227/410. Dataloading: 0.0037 s/iter. Inference: 0.1233 s/iter. Eval: 0.0003 s/iter. Total: 0.1273 s/iter. ETA=0:00:23 [03/23 12:03:25] d2.evaluation.evaluator INFO: Inference done 262/410. Dataloading: 0.0040 s/iter. Inference: 0.1251 s/iter. Eval: 0.0003 s/iter. Total: 0.1296 s/iter. ETA=0:00:19 [03/23 12:03:30] d2.evaluation.evaluator INFO: Inference done 297/410. Dataloading: 0.0041 s/iter. Inference: 0.1267 s/iter. Eval: 0.0003 s/iter. Total: 0.1312 s/iter. ETA=0:00:14 [03/23 12:03:35] d2.evaluation.evaluator INFO: Inference done 347/410. Dataloading: 0.0044 s/iter. Inference: 0.1220 s/iter. Eval: 0.0003 s/iter. Total: 0.1268 s/iter. ETA=0:00:07 [03/23 12:03:40] d2.evaluation.evaluator INFO: Inference done 404/410. Dataloading: 0.0053 s/iter. Inference: 0.1156 s/iter. Eval: 0.0003 s/iter. Total: 0.1213 s/iter. ETA=0:00:00 [03/23 12:03:40] d2.evaluation.evaluator INFO: Total inference time: 0:00:48.969285 (0.120912 s / iter per device, on 1 devices) [03/23 12:03:40] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:46 (0.114953 s / iter per device, on 1 devices) [03/23 12:03:41] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 12:03:41] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 12:03:41] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 12:03:41] d2.evaluation.testing INFO: copypaste: 2.2379,9.1487,0.0651 [03/23 12:03:41] d2.utils.events INFO: eta: 14:40:43 iter: 38999 total_loss: 1.424 loss_cls: 0.005018 loss_box_reg: 0.016 loss_rpn_cls: 0.000658 loss_rpn_loc: 0.001193 loss_D_img_s: 0.7213 loss_cls_pseudo: 0.01366 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6608 time: 0.7591 last_time: 1.1659 data_time: 0.0081 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 12:04:06] d2.utils.events INFO: eta: 14:40:03 iter: 39019 total_loss: 1.438 loss_cls: 0.007916 loss_box_reg: 0.01959 loss_rpn_cls: 0.002015 loss_rpn_loc: 0.001516 loss_D_img_s: 0.7312 loss_cls_pseudo: 0.0193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004958 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.653 time: 0.7594 last_time: 1.1381 data_time: 0.0090 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 12:04:31] d2.utils.events INFO: eta: 14:39:58 iter: 39039 total_loss: 1.441 loss_cls: 0.00535 loss_box_reg: 0.01607 loss_rpn_cls: 0.000774 loss_rpn_loc: 0.001374 loss_D_img_s: 0.7037 loss_cls_pseudo: 0.02082 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002048 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6841 time: 0.7596 last_time: 1.3044 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 12:04:56] d2.utils.events INFO: eta: 14:39:52 iter: 39059 total_loss: 1.439 loss_cls: 0.004594 loss_box_reg: 0.0137 loss_rpn_cls: 0.0006545 loss_rpn_loc: 0.001073 loss_D_img_s: 0.6759 loss_cls_pseudo: 0.01539 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002116 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7119 time: 0.7599 last_time: 1.3162 data_time: 0.0079 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 12:05:21] d2.utils.events INFO: eta: 14:38:54 iter: 39079 total_loss: 1.428 loss_cls: 0.003991 loss_box_reg: 0.01602 loss_rpn_cls: 0.0006031 loss_rpn_loc: 0.001183 loss_D_img_s: 0.6796 loss_cls_pseudo: 0.01906 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003418 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 0.7601 last_time: 1.1707 data_time: 0.0081 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 12:05:46] d2.utils.events INFO: eta: 14:37:38 iter: 39099 total_loss: 1.419 loss_cls: 0.004176 loss_box_reg: 0.01444 loss_rpn_cls: 0.000667 loss_rpn_loc: 0.001078 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01031 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002062 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.7604 last_time: 1.2708 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 12:06:12] d2.utils.events INFO: eta: 14:38:44 iter: 39119 total_loss: 1.434 loss_cls: 0.005999 loss_box_reg: 0.01348 loss_rpn_cls: 0.000693 loss_rpn_loc: 0.0008924 loss_D_img_s: 0.7199 loss_cls_pseudo: 0.01519 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002533 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6657 time: 0.7607 last_time: 1.3392 data_time: 0.0084 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 12:06:36] d2.utils.events INFO: eta: 14:38:37 iter: 39139 total_loss: 1.44 loss_cls: 0.006411 loss_box_reg: 0.02008 loss_rpn_cls: 0.001216 loss_rpn_loc: 0.001114 loss_D_img_s: 0.705 loss_cls_pseudo: 0.01394 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002223 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.7609 last_time: 1.3282 data_time: 0.0094 last_data_time: 0.0115 lr: 0.01 max_mem: 12686M [03/23 12:07:02] d2.utils.events INFO: eta: 14:38:39 iter: 39159 total_loss: 1.421 loss_cls: 0.004971 loss_box_reg: 0.01671 loss_rpn_cls: 0.001021 loss_rpn_loc: 0.001448 loss_D_img_s: 0.6772 loss_cls_pseudo: 0.009704 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001128 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7067 time: 0.7612 last_time: 1.1321 data_time: 0.0080 last_data_time: 0.0099 lr: 0.01 max_mem: 12686M [03/23 12:07:26] d2.utils.events INFO: eta: 14:36:51 iter: 39179 total_loss: 1.42 loss_cls: 0.004665 loss_box_reg: 0.01582 loss_rpn_cls: 0.000719 loss_rpn_loc: 0.0009982 loss_D_img_s: 0.6775 loss_cls_pseudo: 0.01234 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001649 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7068 time: 0.7614 last_time: 1.3225 data_time: 0.0087 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:07:51] d2.utils.events INFO: eta: 14:36:19 iter: 39199 total_loss: 1.435 loss_cls: 0.006128 loss_box_reg: 0.01759 loss_rpn_cls: 0.001051 loss_rpn_loc: 0.001005 loss_D_img_s: 0.6812 loss_cls_pseudo: 0.01105 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002097 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7006 time: 0.7616 last_time: 1.1713 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 12:08:17] d2.utils.events INFO: eta: 14:36:16 iter: 39219 total_loss: 1.433 loss_cls: 0.005165 loss_box_reg: 0.01379 loss_rpn_cls: 0.0006279 loss_rpn_loc: 0.001255 loss_D_img_s: 0.6728 loss_cls_pseudo: 0.02242 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7051 time: 0.7619 last_time: 1.2014 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:08:43] d2.utils.events INFO: eta: 14:36:48 iter: 39239 total_loss: 1.424 loss_cls: 0.003904 loss_box_reg: 0.01479 loss_rpn_cls: 0.0008621 loss_rpn_loc: 0.001109 loss_D_img_s: 0.6733 loss_cls_pseudo: 0.01273 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002026 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7123 time: 0.7622 last_time: 1.1566 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 12:09:08] d2.utils.events INFO: eta: 14:36:22 iter: 39259 total_loss: 1.438 loss_cls: 0.004882 loss_box_reg: 0.01697 loss_rpn_cls: 0.0004474 loss_rpn_loc: 0.0009359 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.02307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005121 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.7624 last_time: 1.1849 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 12:09:33] d2.utils.events INFO: eta: 14:34:40 iter: 39279 total_loss: 1.426 loss_cls: 0.004984 loss_box_reg: 0.01695 loss_rpn_cls: 0.0006027 loss_rpn_loc: 0.001154 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01664 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002477 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 0.7627 last_time: 1.2036 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 12:09:59] d2.utils.events INFO: eta: 14:34:33 iter: 39299 total_loss: 1.415 loss_cls: 0.004413 loss_box_reg: 0.01357 loss_rpn_cls: 0.0003274 loss_rpn_loc: 0.0008055 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01211 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001835 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.7630 last_time: 1.0946 data_time: 0.0080 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 12:10:24] d2.utils.events INFO: eta: 14:33:00 iter: 39319 total_loss: 1.44 loss_cls: 0.003791 loss_box_reg: 0.01414 loss_rpn_cls: 0.000452 loss_rpn_loc: 0.000935 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.02271 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006235 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6795 time: 0.7632 last_time: 1.4976 data_time: 0.0080 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 12:10:50] d2.utils.events INFO: eta: 14:34:39 iter: 39339 total_loss: 1.436 loss_cls: 0.005947 loss_box_reg: 0.01956 loss_rpn_cls: 0.000992 loss_rpn_loc: 0.00112 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.0141 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6744 time: 0.7635 last_time: 1.4811 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 12:11:15] d2.utils.events INFO: eta: 14:34:13 iter: 39359 total_loss: 1.433 loss_cls: 0.004337 loss_box_reg: 0.01671 loss_rpn_cls: 0.0006543 loss_rpn_loc: 0.0008301 loss_D_img_s: 0.7083 loss_cls_pseudo: 0.01902 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003945 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6784 time: 0.7637 last_time: 1.2860 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 12:11:40] d2.utils.events INFO: eta: 14:32:50 iter: 39379 total_loss: 1.446 loss_cls: 0.006351 loss_box_reg: 0.01739 loss_rpn_cls: 0.001015 loss_rpn_loc: 0.001077 loss_D_img_s: 0.669 loss_cls_pseudo: 0.02581 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007263 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7143 time: 0.7640 last_time: 1.1536 data_time: 0.0082 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 12:12:05] d2.utils.events INFO: eta: 14:31:53 iter: 39399 total_loss: 1.443 loss_cls: 0.006878 loss_box_reg: 0.01986 loss_rpn_cls: 0.001256 loss_rpn_loc: 0.001317 loss_D_img_s: 0.6586 loss_cls_pseudo: 0.01989 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003041 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7228 time: 0.7642 last_time: 1.1453 data_time: 0.0094 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 12:12:31] d2.utils.events INFO: eta: 14:33:03 iter: 39419 total_loss: 1.434 loss_cls: 0.004002 loss_box_reg: 0.01725 loss_rpn_cls: 0.0005297 loss_rpn_loc: 0.0008872 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.01574 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001272 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.7645 last_time: 1.1166 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:12:56] d2.utils.events INFO: eta: 14:31:06 iter: 39439 total_loss: 1.428 loss_cls: 0.004801 loss_box_reg: 0.01712 loss_rpn_cls: 0.0009853 loss_rpn_loc: 0.001046 loss_D_img_s: 0.7079 loss_cls_pseudo: 0.01239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00179 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6768 time: 0.7647 last_time: 1.3042 data_time: 0.0077 last_data_time: 0.0058 lr: 0.01 max_mem: 12686M [03/23 12:13:21] d2.utils.events INFO: eta: 14:30:15 iter: 39459 total_loss: 1.434 loss_cls: 0.0037 loss_box_reg: 0.01464 loss_rpn_cls: 0.0005574 loss_rpn_loc: 0.000957 loss_D_img_s: 0.7025 loss_cls_pseudo: 0.01936 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002149 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 0.7650 last_time: 1.2906 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:13:47] d2.utils.events INFO: eta: 14:30:15 iter: 39479 total_loss: 1.429 loss_cls: 0.005956 loss_box_reg: 0.02089 loss_rpn_cls: 0.001394 loss_rpn_loc: 0.001607 loss_D_img_s: 0.6514 loss_cls_pseudo: 0.01558 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001901 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7226 time: 0.7653 last_time: 1.3469 data_time: 0.0083 last_data_time: 0.0115 lr: 0.01 max_mem: 12686M [03/23 12:14:13] d2.utils.events INFO: eta: 14:30:14 iter: 39499 total_loss: 1.433 loss_cls: 0.006522 loss_box_reg: 0.0172 loss_rpn_cls: 0.0003646 loss_rpn_loc: 0.001129 loss_D_img_s: 0.6785 loss_cls_pseudo: 0.02082 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005209 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.7655 last_time: 1.1515 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 12:14:39] d2.utils.events INFO: eta: 14:30:42 iter: 39519 total_loss: 1.429 loss_cls: 0.004615 loss_box_reg: 0.01323 loss_rpn_cls: 0.0007829 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.01902 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003808 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6734 time: 0.7658 last_time: 1.2154 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 12:15:04] d2.utils.events INFO: eta: 14:30:03 iter: 39539 total_loss: 1.424 loss_cls: 0.004392 loss_box_reg: 0.01913 loss_rpn_cls: 0.0004914 loss_rpn_loc: 0.00103 loss_D_img_s: 0.7021 loss_cls_pseudo: 0.01879 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.667 time: 0.7660 last_time: 1.3301 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:15:29] d2.utils.events INFO: eta: 14:30:08 iter: 39559 total_loss: 1.446 loss_cls: 0.004368 loss_box_reg: 0.01885 loss_rpn_cls: 0.0007635 loss_rpn_loc: 0.00112 loss_D_img_s: 0.6876 loss_cls_pseudo: 0.02735 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007003 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.7663 last_time: 1.1627 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 12:15:55] d2.utils.events INFO: eta: 14:30:00 iter: 39579 total_loss: 1.442 loss_cls: 0.003852 loss_box_reg: 0.018 loss_rpn_cls: 0.001105 loss_rpn_loc: 0.001129 loss_D_img_s: 0.7046 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00507 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6785 time: 0.7666 last_time: 1.1241 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 12:16:21] d2.utils.events INFO: eta: 14:29:35 iter: 39599 total_loss: 1.422 loss_cls: 0.004146 loss_box_reg: 0.0169 loss_rpn_cls: 0.0007778 loss_rpn_loc: 0.001098 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01455 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00252 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6797 time: 0.7668 last_time: 1.3944 data_time: 0.0083 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 12:16:46] d2.utils.events INFO: eta: 14:28:50 iter: 39619 total_loss: 1.437 loss_cls: 0.004453 loss_box_reg: 0.01689 loss_rpn_cls: 0.000648 loss_rpn_loc: 0.001091 loss_D_img_s: 0.7118 loss_cls_pseudo: 0.01429 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001751 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6677 time: 0.7671 last_time: 1.1620 data_time: 0.0084 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 12:17:12] d2.utils.events INFO: eta: 14:29:05 iter: 39639 total_loss: 1.432 loss_cls: 0.005241 loss_box_reg: 0.01576 loss_rpn_cls: 0.0005108 loss_rpn_loc: 0.0009179 loss_D_img_s: 0.6946 loss_cls_pseudo: 0.01807 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004013 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6841 time: 0.7673 last_time: 1.3191 data_time: 0.0076 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:17:37] d2.utils.events INFO: eta: 14:27:59 iter: 39659 total_loss: 1.435 loss_cls: 0.005496 loss_box_reg: 0.01481 loss_rpn_cls: 0.0006272 loss_rpn_loc: 0.0008277 loss_D_img_s: 0.658 loss_cls_pseudo: 0.01934 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.724 time: 0.7676 last_time: 1.1357 data_time: 0.0081 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 12:18:03] d2.utils.events INFO: eta: 14:27:51 iter: 39679 total_loss: 1.447 loss_cls: 0.00881 loss_box_reg: 0.01992 loss_rpn_cls: 0.001324 loss_rpn_loc: 0.0009411 loss_D_img_s: 0.6626 loss_cls_pseudo: 0.02205 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002504 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7187 time: 0.7678 last_time: 1.3114 data_time: 0.0085 last_data_time: 0.0114 lr: 0.01 max_mem: 12686M [03/23 12:18:29] d2.utils.events INFO: eta: 14:27:12 iter: 39699 total_loss: 1.419 loss_cls: 0.005156 loss_box_reg: 0.01552 loss_rpn_cls: 0.000929 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6804 loss_cls_pseudo: 0.01208 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002529 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.7681 last_time: 1.3212 data_time: 0.0089 last_data_time: 0.0093 lr: 0.01 max_mem: 12686M [03/23 12:18:56] d2.utils.events INFO: eta: 14:27:21 iter: 39719 total_loss: 1.418 loss_cls: 0.0055 loss_box_reg: 0.01627 loss_rpn_cls: 0.0009239 loss_rpn_loc: 0.0007805 loss_D_img_s: 0.6788 loss_cls_pseudo: 0.00926 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001526 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.7684 last_time: 1.5720 data_time: 0.0096 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 12:19:23] d2.utils.events INFO: eta: 14:27:57 iter: 39739 total_loss: 1.434 loss_cls: 0.004335 loss_box_reg: 0.01405 loss_rpn_cls: 0.0004856 loss_rpn_loc: 0.001024 loss_D_img_s: 0.7076 loss_cls_pseudo: 0.02305 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002132 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6669 time: 0.7687 last_time: 1.3234 data_time: 0.0084 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 12:19:47] d2.utils.events INFO: eta: 14:26:30 iter: 39759 total_loss: 1.436 loss_cls: 0.006845 loss_box_reg: 0.01578 loss_rpn_cls: 0.001109 loss_rpn_loc: 0.001291 loss_D_img_s: 0.6833 loss_cls_pseudo: 0.02222 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 0.7689 last_time: 1.3038 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:20:13] d2.utils.events INFO: eta: 14:26:54 iter: 39779 total_loss: 1.434 loss_cls: 0.006741 loss_box_reg: 0.01666 loss_rpn_cls: 0.001533 loss_rpn_loc: 0.001221 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.0178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002073 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.67 time: 0.7692 last_time: 1.1089 data_time: 0.0081 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 12:20:37] d2.utils.events INFO: eta: 14:25:47 iter: 39799 total_loss: 1.428 loss_cls: 0.004274 loss_box_reg: 0.01496 loss_rpn_cls: 0.000453 loss_rpn_loc: 0.001056 loss_D_img_s: 0.6638 loss_cls_pseudo: 0.01835 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004453 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 0.7694 last_time: 1.1760 data_time: 0.0091 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 12:21:02] d2.utils.events INFO: eta: 14:24:50 iter: 39819 total_loss: 1.448 loss_cls: 0.005856 loss_box_reg: 0.01569 loss_rpn_cls: 0.001016 loss_rpn_loc: 0.001109 loss_D_img_s: 0.6915 loss_cls_pseudo: 0.03252 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008862 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.7696 last_time: 1.2925 data_time: 0.0078 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:21:28] d2.utils.events INFO: eta: 14:23:55 iter: 39839 total_loss: 1.442 loss_cls: 0.00568 loss_box_reg: 0.01635 loss_rpn_cls: 0.0005471 loss_rpn_loc: 0.001276 loss_D_img_s: 0.7242 loss_cls_pseudo: 0.01936 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004441 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6656 time: 0.7699 last_time: 1.3345 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 12:21:53] d2.utils.events INFO: eta: 14:23:29 iter: 39859 total_loss: 1.451 loss_cls: 0.005835 loss_box_reg: 0.01487 loss_rpn_cls: 0.001029 loss_rpn_loc: 0.001233 loss_D_img_s: 0.7176 loss_cls_pseudo: 0.01618 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007757 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6643 time: 0.7701 last_time: 1.1240 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:22:17] d2.utils.events INFO: eta: 14:21:53 iter: 39879 total_loss: 1.432 loss_cls: 0.00691 loss_box_reg: 0.02178 loss_rpn_cls: 0.001026 loss_rpn_loc: 0.001558 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.01586 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002986 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.7704 last_time: 1.0837 data_time: 0.0077 last_data_time: 0.0063 lr: 0.01 max_mem: 12686M [03/23 12:22:43] d2.utils.events INFO: eta: 14:22:37 iter: 39899 total_loss: 1.421 loss_cls: 0.005935 loss_box_reg: 0.01742 loss_rpn_cls: 0.0007655 loss_rpn_loc: 0.001171 loss_D_img_s: 0.6573 loss_cls_pseudo: 0.02686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004653 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7064 time: 0.7706 last_time: 1.2740 data_time: 0.0087 last_data_time: 0.0133 lr: 0.01 max_mem: 12686M [03/23 12:23:09] d2.utils.events INFO: eta: 14:22:16 iter: 39919 total_loss: 1.414 loss_cls: 0.005182 loss_box_reg: 0.01442 loss_rpn_cls: 0.0005737 loss_rpn_loc: 0.0008615 loss_D_img_s: 0.6778 loss_cls_pseudo: 0.01719 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002648 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.7709 last_time: 1.3589 data_time: 0.0082 last_data_time: 0.0118 lr: 0.01 max_mem: 12686M [03/23 12:23:34] d2.utils.events INFO: eta: 14:20:59 iter: 39939 total_loss: 1.43 loss_cls: 0.006793 loss_box_reg: 0.0169 loss_rpn_cls: 0.000577 loss_rpn_loc: 0.00122 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.01604 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003406 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 0.7711 last_time: 1.1245 data_time: 0.0079 last_data_time: 0.0100 lr: 0.01 max_mem: 12686M [03/23 12:24:00] d2.utils.events INFO: eta: 14:20:33 iter: 39959 total_loss: 1.452 loss_cls: 0.005215 loss_box_reg: 0.01765 loss_rpn_cls: 0.0009323 loss_rpn_loc: 0.001082 loss_D_img_s: 0.6891 loss_cls_pseudo: 0.02299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6953 time: 0.7714 last_time: 1.3577 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 12:24:24] d2.utils.events INFO: eta: 14:18:42 iter: 39979 total_loss: 1.455 loss_cls: 0.006231 loss_box_reg: 0.01873 loss_rpn_cls: 0.001074 loss_rpn_loc: 0.001481 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.02613 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005309 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 0.7716 last_time: 1.3036 data_time: 0.0076 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:24:50] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0039999.pth [03/23 12:24:51] d2.data.common INFO: Serializing the dataset using: [03/23 12:24:51] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 12:24:51] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 12:24:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 12:24:51] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 12:24:53] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0047 s/iter. Inference: 0.1110 s/iter. Eval: 0.0002 s/iter. Total: 0.1159 s/iter. ETA=0:00:46 [03/23 12:24:58] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0041 s/iter. Inference: 0.1015 s/iter. Eval: 0.0004 s/iter. Total: 0.1061 s/iter. ETA=0:00:37 [03/23 12:25:03] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0048 s/iter. Inference: 0.1004 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:31 [03/23 12:25:08] d2.evaluation.evaluator INFO: Inference done 157/410. Dataloading: 0.0044 s/iter. Inference: 0.1007 s/iter. Eval: 0.0003 s/iter. Total: 0.1054 s/iter. ETA=0:00:26 [03/23 12:25:14] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0046 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1059 s/iter. ETA=0:00:21 [03/23 12:25:19] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0045 s/iter. Inference: 0.0991 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:16 [03/23 12:25:24] d2.evaluation.evaluator INFO: Inference done 305/410. Dataloading: 0.0043 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:10 [03/23 12:25:29] d2.evaluation.evaluator INFO: Inference done 355/410. Dataloading: 0.0042 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:05 [03/23 12:25:34] d2.evaluation.evaluator INFO: Inference done 408/410. Dataloading: 0.0040 s/iter. Inference: 0.0984 s/iter. Eval: 0.0003 s/iter. Total: 0.1028 s/iter. ETA=0:00:00 [03/23 12:25:34] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.726196 (0.103028 s / iter per device, on 1 devices) [03/23 12:25:34] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.098297 s / iter per device, on 1 devices) [03/23 12:25:34] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 12:25:34] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 12:25:34] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 12:25:34] d2.evaluation.testing INFO: copypaste: 0.8680,5.1234,0.0020 [03/23 12:25:34] d2.data.common INFO: Serializing the dataset using: [03/23 12:25:34] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 12:25:34] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 12:25:34] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 12:25:34] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 12:25:39] d2.evaluation.evaluator INFO: Inference done 38/410. Dataloading: 0.0035 s/iter. Inference: 0.1036 s/iter. Eval: 0.0003 s/iter. Total: 0.1074 s/iter. ETA=0:00:39 [03/23 12:25:44] d2.evaluation.evaluator INFO: Inference done 93/410. Dataloading: 0.0031 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.0978 s/iter. ETA=0:00:30 [03/23 12:25:49] d2.evaluation.evaluator INFO: Inference done 145/410. Dataloading: 0.0032 s/iter. Inference: 0.0937 s/iter. Eval: 0.0003 s/iter. Total: 0.0972 s/iter. ETA=0:00:25 [03/23 12:25:54] d2.evaluation.evaluator INFO: Inference done 198/410. Dataloading: 0.0032 s/iter. Inference: 0.0936 s/iter. Eval: 0.0003 s/iter. Total: 0.0972 s/iter. ETA=0:00:20 [03/23 12:25:59] d2.evaluation.evaluator INFO: Inference done 254/410. Dataloading: 0.0031 s/iter. Inference: 0.0922 s/iter. Eval: 0.0003 s/iter. Total: 0.0957 s/iter. ETA=0:00:14 [03/23 12:26:04] d2.evaluation.evaluator INFO: Inference done 313/410. Dataloading: 0.0031 s/iter. Inference: 0.0902 s/iter. Eval: 0.0003 s/iter. Total: 0.0937 s/iter. ETA=0:00:09 [03/23 12:26:09] d2.evaluation.evaluator INFO: Inference done 369/410. Dataloading: 0.0030 s/iter. Inference: 0.0897 s/iter. Eval: 0.0003 s/iter. Total: 0.0931 s/iter. ETA=0:00:03 [03/23 12:26:13] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.809357 (0.093356 s / iter per device, on 1 devices) [03/23 12:26:13] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.089793 s / iter per device, on 1 devices) [03/23 12:26:14] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 12:26:14] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 12:26:14] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 12:26:14] d2.evaluation.testing INFO: copypaste: 2.5422,10.0150,0.0578 [03/23 12:26:14] d2.utils.events INFO: eta: 14:18:27 iter: 39999 total_loss: 1.434 loss_cls: 0.004529 loss_box_reg: 0.0143 loss_rpn_cls: 0.0005359 loss_rpn_loc: 0.001385 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.01737 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004364 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6856 time: 0.7719 last_time: 1.1882 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 12:26:39] d2.utils.events INFO: eta: 14:18:01 iter: 40019 total_loss: 1.439 loss_cls: 0.005957 loss_box_reg: 0.01946 loss_rpn_cls: 0.001208 loss_rpn_loc: 0.001425 loss_D_img_s: 0.7307 loss_cls_pseudo: 0.02033 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004951 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6598 time: 0.7721 last_time: 1.5356 data_time: 0.0077 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 12:27:04] d2.utils.events INFO: eta: 14:17:35 iter: 40039 total_loss: 1.473 loss_cls: 0.007718 loss_box_reg: 0.02463 loss_rpn_cls: 0.0009608 loss_rpn_loc: 0.001556 loss_D_img_s: 0.7273 loss_cls_pseudo: 0.02044 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005094 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6764 time: 0.7724 last_time: 1.2989 data_time: 0.0086 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 12:27:30] d2.utils.events INFO: eta: 14:19:11 iter: 40059 total_loss: 1.443 loss_cls: 0.004489 loss_box_reg: 0.01764 loss_rpn_cls: 0.0009141 loss_rpn_loc: 0.001188 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.01609 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002444 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7207 time: 0.7726 last_time: 1.3128 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:27:56] d2.utils.events INFO: eta: 14:19:01 iter: 40079 total_loss: 1.441 loss_cls: 0.005657 loss_box_reg: 0.0158 loss_rpn_cls: 0.0006628 loss_rpn_loc: 0.0009546 loss_D_img_s: 0.6667 loss_cls_pseudo: 0.0171 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7198 time: 0.7729 last_time: 1.5679 data_time: 0.0092 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 12:28:22] d2.utils.events INFO: eta: 14:19:24 iter: 40099 total_loss: 1.441 loss_cls: 0.003748 loss_box_reg: 0.01559 loss_rpn_cls: 0.0004445 loss_rpn_loc: 0.0009816 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.01453 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004476 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7152 time: 0.7731 last_time: 1.1355 data_time: 0.0081 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 12:28:47] d2.utils.events INFO: eta: 14:18:09 iter: 40119 total_loss: 1.455 loss_cls: 0.006941 loss_box_reg: 0.01868 loss_rpn_cls: 0.001254 loss_rpn_loc: 0.001196 loss_D_img_s: 0.7119 loss_cls_pseudo: 0.02255 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005499 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6743 time: 0.7734 last_time: 1.2576 data_time: 0.0082 last_data_time: 0.0107 lr: 0.01 max_mem: 12686M [03/23 12:29:13] d2.utils.events INFO: eta: 14:17:49 iter: 40139 total_loss: 1.43 loss_cls: 0.005695 loss_box_reg: 0.01737 loss_rpn_cls: 0.0006838 loss_rpn_loc: 0.001132 loss_D_img_s: 0.7338 loss_cls_pseudo: 0.01488 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003108 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6467 time: 0.7736 last_time: 1.2006 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 12:29:39] d2.utils.events INFO: eta: 14:17:56 iter: 40159 total_loss: 1.439 loss_cls: 0.00857 loss_box_reg: 0.01771 loss_rpn_cls: 0.001769 loss_rpn_loc: 0.001034 loss_D_img_s: 0.7038 loss_cls_pseudo: 0.0204 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005302 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6778 time: 0.7739 last_time: 1.1641 data_time: 0.0085 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:30:04] d2.utils.events INFO: eta: 14:17:33 iter: 40179 total_loss: 1.43 loss_cls: 0.00454 loss_box_reg: 0.01653 loss_rpn_cls: 0.0005976 loss_rpn_loc: 0.0009705 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.01904 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003392 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6953 time: 0.7741 last_time: 1.3318 data_time: 0.0085 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 12:30:30] d2.utils.events INFO: eta: 14:17:34 iter: 40199 total_loss: 1.436 loss_cls: 0.005556 loss_box_reg: 0.01387 loss_rpn_cls: 0.0007803 loss_rpn_loc: 0.001151 loss_D_img_s: 0.6784 loss_cls_pseudo: 0.01691 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006055 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7057 time: 0.7744 last_time: 1.4252 data_time: 0.0084 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 12:30:57] d2.utils.events INFO: eta: 14:17:25 iter: 40219 total_loss: 1.436 loss_cls: 0.005198 loss_box_reg: 0.01447 loss_rpn_cls: 0.0008125 loss_rpn_loc: 0.001437 loss_D_img_s: 0.6712 loss_cls_pseudo: 0.02057 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7131 time: 0.7747 last_time: 1.1127 data_time: 0.0083 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:31:23] d2.utils.events INFO: eta: 14:16:59 iter: 40239 total_loss: 1.433 loss_cls: 0.008038 loss_box_reg: 0.01798 loss_rpn_cls: 0.001716 loss_rpn_loc: 0.001333 loss_D_img_s: 0.683 loss_cls_pseudo: 0.0122 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00245 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6981 time: 0.7750 last_time: 1.2901 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 12:31:47] d2.utils.events INFO: eta: 14:15:50 iter: 40259 total_loss: 1.444 loss_cls: 0.005841 loss_box_reg: 0.01494 loss_rpn_cls: 0.001035 loss_rpn_loc: 0.00106 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.01676 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003641 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 0.7752 last_time: 1.3069 data_time: 0.0080 last_data_time: 0.0095 lr: 0.01 max_mem: 12686M [03/23 12:32:13] d2.utils.events INFO: eta: 14:16:15 iter: 40279 total_loss: 1.434 loss_cls: 0.004248 loss_box_reg: 0.01518 loss_rpn_cls: 0.00054 loss_rpn_loc: 0.001209 loss_D_img_s: 0.7052 loss_cls_pseudo: 0.01629 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002689 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6798 time: 0.7754 last_time: 1.3412 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 12:32:38] d2.utils.events INFO: eta: 14:15:10 iter: 40299 total_loss: 1.437 loss_cls: 0.005808 loss_box_reg: 0.01785 loss_rpn_cls: 0.0009122 loss_rpn_loc: 0.001413 loss_D_img_s: 0.7143 loss_cls_pseudo: 0.01748 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001776 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6684 time: 0.7757 last_time: 1.3260 data_time: 0.0081 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 12:33:03] d2.utils.events INFO: eta: 14:14:14 iter: 40319 total_loss: 1.427 loss_cls: 0.00523 loss_box_reg: 0.01412 loss_rpn_cls: 0.0006675 loss_rpn_loc: 0.001062 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.01442 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00284 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.7759 last_time: 1.3764 data_time: 0.0081 last_data_time: 0.0109 lr: 0.01 max_mem: 12686M [03/23 12:33:28] d2.utils.events INFO: eta: 14:14:07 iter: 40339 total_loss: 1.431 loss_cls: 0.005089 loss_box_reg: 0.01588 loss_rpn_cls: 0.0004495 loss_rpn_loc: 0.001352 loss_D_img_s: 0.6742 loss_cls_pseudo: 0.01941 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001715 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7114 time: 0.7761 last_time: 1.3536 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 12:33:55] d2.utils.events INFO: eta: 14:13:41 iter: 40359 total_loss: 1.441 loss_cls: 0.006976 loss_box_reg: 0.01621 loss_rpn_cls: 0.001199 loss_rpn_loc: 0.0009939 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.02007 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005295 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7059 time: 0.7764 last_time: 1.1478 data_time: 0.0085 last_data_time: 0.0123 lr: 0.01 max_mem: 12686M [03/23 12:34:21] d2.utils.events INFO: eta: 14:13:41 iter: 40379 total_loss: 1.447 loss_cls: 0.005211 loss_box_reg: 0.01557 loss_rpn_cls: 0.0004986 loss_rpn_loc: 0.000913 loss_D_img_s: 0.7005 loss_cls_pseudo: 0.0165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002649 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.7767 last_time: 1.3418 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 12:34:46] d2.utils.events INFO: eta: 14:13:01 iter: 40399 total_loss: 1.44 loss_cls: 0.006808 loss_box_reg: 0.01782 loss_rpn_cls: 0.0008438 loss_rpn_loc: 0.000937 loss_D_img_s: 0.7312 loss_cls_pseudo: 0.01794 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6487 time: 0.7769 last_time: 1.3438 data_time: 0.0079 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 12:35:11] d2.utils.events INFO: eta: 14:12:09 iter: 40419 total_loss: 1.462 loss_cls: 0.006391 loss_box_reg: 0.01564 loss_rpn_cls: 0.0008273 loss_rpn_loc: 0.001174 loss_D_img_s: 0.7248 loss_cls_pseudo: 0.01912 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003077 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6795 time: 0.7771 last_time: 1.3444 data_time: 0.0081 last_data_time: 0.0111 lr: 0.01 max_mem: 12686M [03/23 12:35:36] d2.utils.events INFO: eta: 14:12:16 iter: 40439 total_loss: 1.422 loss_cls: 0.00585 loss_box_reg: 0.01651 loss_rpn_cls: 0.0006804 loss_rpn_loc: 0.001352 loss_D_img_s: 0.6298 loss_cls_pseudo: 0.0137 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7412 time: 0.7774 last_time: 1.1348 data_time: 0.0089 last_data_time: 0.0124 lr: 0.01 max_mem: 12686M [03/23 12:36:02] d2.utils.events INFO: eta: 14:13:06 iter: 40459 total_loss: 1.432 loss_cls: 0.005354 loss_box_reg: 0.0138 loss_rpn_cls: 0.0009829 loss_rpn_loc: 0.001012 loss_D_img_s: 0.6416 loss_cls_pseudo: 0.02618 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003277 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7302 time: 0.7776 last_time: 1.3739 data_time: 0.0084 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 12:36:27] d2.utils.events INFO: eta: 14:12:36 iter: 40479 total_loss: 1.419 loss_cls: 0.005466 loss_box_reg: 0.01617 loss_rpn_cls: 0.0004204 loss_rpn_loc: 0.001072 loss_D_img_s: 0.656 loss_cls_pseudo: 0.014 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7147 time: 0.7779 last_time: 1.1362 data_time: 0.0080 last_data_time: 0.0084 lr: 0.01 max_mem: 12686M [03/23 12:36:53] d2.utils.events INFO: eta: 14:11:28 iter: 40499 total_loss: 1.442 loss_cls: 0.005406 loss_box_reg: 0.01617 loss_rpn_cls: 0.0006118 loss_rpn_loc: 0.0007952 loss_D_img_s: 0.6772 loss_cls_pseudo: 0.02277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004051 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7034 time: 0.7781 last_time: 1.2080 data_time: 0.0087 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 12:37:19] d2.utils.events INFO: eta: 14:11:44 iter: 40519 total_loss: 1.432 loss_cls: 0.005168 loss_box_reg: 0.01447 loss_rpn_cls: 0.0009323 loss_rpn_loc: 0.001146 loss_D_img_s: 0.732 loss_cls_pseudo: 0.01312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002793 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6496 time: 0.7784 last_time: 1.5039 data_time: 0.0082 last_data_time: 0.0101 lr: 0.01 max_mem: 12686M [03/23 12:37:45] d2.utils.events INFO: eta: 14:12:56 iter: 40539 total_loss: 1.436 loss_cls: 0.004414 loss_box_reg: 0.01359 loss_rpn_cls: 0.000446 loss_rpn_loc: 0.001253 loss_D_img_s: 0.7319 loss_cls_pseudo: 0.01971 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002068 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6472 time: 0.7786 last_time: 1.1542 data_time: 0.0094 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 12:38:10] d2.utils.events INFO: eta: 14:10:52 iter: 40559 total_loss: 1.438 loss_cls: 0.005901 loss_box_reg: 0.01937 loss_rpn_cls: 0.001125 loss_rpn_loc: 0.001219 loss_D_img_s: 0.7247 loss_cls_pseudo: 0.01835 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00241 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6533 time: 0.7789 last_time: 1.3119 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:38:36] d2.utils.events INFO: eta: 14:10:26 iter: 40579 total_loss: 1.437 loss_cls: 0.005679 loss_box_reg: 0.0198 loss_rpn_cls: 0.0007826 loss_rpn_loc: 0.00114 loss_D_img_s: 0.7251 loss_cls_pseudo: 0.01314 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002723 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6631 time: 0.7791 last_time: 1.3661 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 12:39:01] d2.utils.events INFO: eta: 14:09:12 iter: 40599 total_loss: 1.453 loss_cls: 0.00417 loss_box_reg: 0.01448 loss_rpn_cls: 0.0003635 loss_rpn_loc: 0.001341 loss_D_img_s: 0.6695 loss_cls_pseudo: 0.01685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002734 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7308 time: 0.7794 last_time: 1.1663 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 12:39:29] d2.utils.events INFO: eta: 14:12:05 iter: 40619 total_loss: 1.432 loss_cls: 0.007611 loss_box_reg: 0.02054 loss_rpn_cls: 0.0009282 loss_rpn_loc: 0.001027 loss_D_img_s: 0.6585 loss_cls_pseudo: 0.01561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7201 time: 0.7797 last_time: 1.3620 data_time: 0.0083 last_data_time: 0.0088 lr: 0.01 max_mem: 12686M [03/23 12:39:53] d2.utils.events INFO: eta: 14:09:33 iter: 40639 total_loss: 1.419 loss_cls: 0.004501 loss_box_reg: 0.01611 loss_rpn_cls: 0.0007661 loss_rpn_loc: 0.001172 loss_D_img_s: 0.6556 loss_cls_pseudo: 0.01897 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003414 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7219 time: 0.7799 last_time: 1.1539 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:40:20] d2.utils.events INFO: eta: 14:09:48 iter: 40659 total_loss: 1.43 loss_cls: 0.005131 loss_box_reg: 0.01603 loss_rpn_cls: 0.0009163 loss_rpn_loc: 0.001198 loss_D_img_s: 0.6795 loss_cls_pseudo: 0.0227 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003568 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7014 time: 0.7801 last_time: 1.4869 data_time: 0.0086 last_data_time: 0.0127 lr: 0.01 max_mem: 12686M [03/23 12:40:55] d2.utils.events INFO: eta: 14:11:05 iter: 40679 total_loss: 1.432 loss_cls: 0.005103 loss_box_reg: 0.01321 loss_rpn_cls: 0.0006065 loss_rpn_loc: 0.001038 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01688 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.7806 last_time: 1.7232 data_time: 0.0081 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 12:41:23] d2.utils.events INFO: eta: 14:10:43 iter: 40699 total_loss: 1.423 loss_cls: 0.004641 loss_box_reg: 0.01571 loss_rpn_cls: 0.0008478 loss_rpn_loc: 0.001137 loss_D_img_s: 0.6952 loss_cls_pseudo: 0.01265 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002864 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 0.7809 last_time: 1.1422 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 12:41:48] d2.utils.events INFO: eta: 14:09:08 iter: 40719 total_loss: 1.442 loss_cls: 0.006392 loss_box_reg: 0.01483 loss_rpn_cls: 0.0008487 loss_rpn_loc: 0.001162 loss_D_img_s: 0.723 loss_cls_pseudo: 0.01975 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002263 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6575 time: 0.7812 last_time: 1.1831 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 12:42:14] d2.utils.events INFO: eta: 14:06:11 iter: 40739 total_loss: 1.439 loss_cls: 0.006165 loss_box_reg: 0.017 loss_rpn_cls: 0.001716 loss_rpn_loc: 0.001528 loss_D_img_s: 0.7311 loss_cls_pseudo: 0.02461 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005497 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6468 time: 0.7814 last_time: 1.3525 data_time: 0.0083 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 12:42:39] d2.utils.events INFO: eta: 14:07:38 iter: 40759 total_loss: 1.442 loss_cls: 0.004966 loss_box_reg: 0.0154 loss_rpn_cls: 0.0008928 loss_rpn_loc: 0.001564 loss_D_img_s: 0.7095 loss_cls_pseudo: 0.02417 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004907 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.7816 last_time: 1.1640 data_time: 0.0084 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 12:43:05] d2.utils.events INFO: eta: 14:06:29 iter: 40779 total_loss: 1.434 loss_cls: 0.005339 loss_box_reg: 0.01709 loss_rpn_cls: 0.0007699 loss_rpn_loc: 0.001268 loss_D_img_s: 0.6623 loss_cls_pseudo: 0.02104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003915 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7203 time: 0.7819 last_time: 1.3809 data_time: 0.0081 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 12:43:30] d2.utils.events INFO: eta: 14:06:39 iter: 40799 total_loss: 1.422 loss_cls: 0.005001 loss_box_reg: 0.01474 loss_rpn_cls: 0.0004218 loss_rpn_loc: 0.001107 loss_D_img_s: 0.6602 loss_cls_pseudo: 0.01323 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00303 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7219 time: 0.7821 last_time: 1.1768 data_time: 0.0085 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:43:55] d2.utils.events INFO: eta: 14:06:29 iter: 40819 total_loss: 1.43 loss_cls: 0.005009 loss_box_reg: 0.01803 loss_rpn_cls: 0.001211 loss_rpn_loc: 0.001401 loss_D_img_s: 0.6891 loss_cls_pseudo: 0.01208 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003122 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.696 time: 0.7824 last_time: 1.2929 data_time: 0.0088 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 12:44:21] d2.utils.events INFO: eta: 14:06:03 iter: 40839 total_loss: 1.424 loss_cls: 0.005146 loss_box_reg: 0.01598 loss_rpn_cls: 0.0006892 loss_rpn_loc: 0.001183 loss_D_img_s: 0.7335 loss_cls_pseudo: 0.01946 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002919 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6495 time: 0.7826 last_time: 1.5670 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 12:44:47] d2.utils.events INFO: eta: 14:06:17 iter: 40859 total_loss: 1.445 loss_cls: 0.005843 loss_box_reg: 0.01667 loss_rpn_cls: 0.001508 loss_rpn_loc: 0.001456 loss_D_img_s: 0.7477 loss_cls_pseudo: 0.02084 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004583 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6418 time: 0.7829 last_time: 1.5178 data_time: 0.0085 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 12:45:12] d2.utils.events INFO: eta: 14:05:51 iter: 40879 total_loss: 1.425 loss_cls: 0.006059 loss_box_reg: 0.01793 loss_rpn_cls: 0.001384 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.00846 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002884 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.7831 last_time: 1.1999 data_time: 0.0082 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 12:45:38] d2.utils.events INFO: eta: 14:04:59 iter: 40899 total_loss: 1.432 loss_cls: 0.004552 loss_box_reg: 0.01437 loss_rpn_cls: 0.0007041 loss_rpn_loc: 0.001405 loss_D_img_s: 0.6658 loss_cls_pseudo: 0.01387 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7158 time: 0.7833 last_time: 1.2924 data_time: 0.0094 last_data_time: 0.0210 lr: 0.01 max_mem: 12686M [03/23 12:46:05] d2.utils.events INFO: eta: 14:05:59 iter: 40919 total_loss: 1.446 loss_cls: 0.003706 loss_box_reg: 0.01491 loss_rpn_cls: 0.0006889 loss_rpn_loc: 0.001027 loss_D_img_s: 0.6601 loss_cls_pseudo: 0.01597 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006913 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7325 time: 0.7836 last_time: 1.2981 data_time: 0.0083 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 12:46:30] d2.utils.events INFO: eta: 14:06:03 iter: 40939 total_loss: 1.434 loss_cls: 0.004178 loss_box_reg: 0.01557 loss_rpn_cls: 0.0007921 loss_rpn_loc: 0.001333 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.01183 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001286 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.7838 last_time: 1.3857 data_time: 0.0085 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 12:46:56] d2.utils.events INFO: eta: 14:05:21 iter: 40959 total_loss: 1.429 loss_cls: 0.005136 loss_box_reg: 0.01697 loss_rpn_cls: 0.0008533 loss_rpn_loc: 0.001017 loss_D_img_s: 0.7457 loss_cls_pseudo: 0.01155 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001357 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.64 time: 0.7841 last_time: 1.2816 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:47:21] d2.utils.events INFO: eta: 14:05:11 iter: 40979 total_loss: 1.421 loss_cls: 0.003985 loss_box_reg: 0.01353 loss_rpn_cls: 0.0008401 loss_rpn_loc: 0.001203 loss_D_img_s: 0.7528 loss_cls_pseudo: 0.009855 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00296 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6372 time: 0.7843 last_time: 1.1727 data_time: 0.0080 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 12:47:47] d2.data.common INFO: Serializing the dataset using: [03/23 12:47:47] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 12:47:47] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 12:47:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 12:47:47] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 12:47:49] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0054 s/iter. Inference: 0.1226 s/iter. Eval: 0.0003 s/iter. Total: 0.1283 s/iter. ETA=0:00:51 [03/23 12:47:54] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0039 s/iter. Inference: 0.1014 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:36 [03/23 12:47:59] d2.evaluation.evaluator INFO: Inference done 114/410. Dataloading: 0.0033 s/iter. Inference: 0.0965 s/iter. Eval: 0.0003 s/iter. Total: 0.1001 s/iter. ETA=0:00:29 [03/23 12:48:04] d2.evaluation.evaluator INFO: Inference done 172/410. Dataloading: 0.0036 s/iter. Inference: 0.0914 s/iter. Eval: 0.0003 s/iter. Total: 0.0954 s/iter. ETA=0:00:22 [03/23 12:48:09] d2.evaluation.evaluator INFO: Inference done 231/410. Dataloading: 0.0035 s/iter. Inference: 0.0890 s/iter. Eval: 0.0003 s/iter. Total: 0.0928 s/iter. ETA=0:00:16 [03/23 12:48:14] d2.evaluation.evaluator INFO: Inference done 282/410. Dataloading: 0.0037 s/iter. Inference: 0.0898 s/iter. Eval: 0.0003 s/iter. Total: 0.0938 s/iter. ETA=0:00:12 [03/23 12:48:19] d2.evaluation.evaluator INFO: Inference done 339/410. Dataloading: 0.0037 s/iter. Inference: 0.0888 s/iter. Eval: 0.0003 s/iter. Total: 0.0928 s/iter. ETA=0:00:06 [03/23 12:48:24] d2.evaluation.evaluator INFO: Inference done 396/410. Dataloading: 0.0035 s/iter. Inference: 0.0883 s/iter. Eval: 0.0003 s/iter. Total: 0.0922 s/iter. ETA=0:00:01 [03/23 12:48:26] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.331915 (0.092178 s / iter per device, on 1 devices) [03/23 12:48:26] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.088060 s / iter per device, on 1 devices) [03/23 12:48:26] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 12:48:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 12:48:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 12:48:26] d2.evaluation.testing INFO: copypaste: 1.1216,5.0910,0.0029 [03/23 12:48:26] d2.data.common INFO: Serializing the dataset using: [03/23 12:48:26] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 12:48:26] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 12:48:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 12:48:26] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 12:48:29] d2.evaluation.evaluator INFO: Inference done 24/410. Dataloading: 0.0043 s/iter. Inference: 0.1046 s/iter. Eval: 0.0002 s/iter. Total: 0.1091 s/iter. ETA=0:00:42 [03/23 12:48:34] d2.evaluation.evaluator INFO: Inference done 78/410. Dataloading: 0.0030 s/iter. Inference: 0.0941 s/iter. Eval: 0.0002 s/iter. Total: 0.0973 s/iter. ETA=0:00:32 [03/23 12:48:40] d2.evaluation.evaluator INFO: Inference done 130/410. Dataloading: 0.0038 s/iter. Inference: 0.0932 s/iter. Eval: 0.0003 s/iter. Total: 0.0974 s/iter. ETA=0:00:27 [03/23 12:48:45] d2.evaluation.evaluator INFO: Inference done 187/410. Dataloading: 0.0040 s/iter. Inference: 0.0902 s/iter. Eval: 0.0003 s/iter. Total: 0.0945 s/iter. ETA=0:00:21 [03/23 12:48:50] d2.evaluation.evaluator INFO: Inference done 247/410. Dataloading: 0.0039 s/iter. Inference: 0.0876 s/iter. Eval: 0.0003 s/iter. Total: 0.0918 s/iter. ETA=0:00:14 [03/23 12:48:55] d2.evaluation.evaluator INFO: Inference done 303/410. Dataloading: 0.0035 s/iter. Inference: 0.0875 s/iter. Eval: 0.0003 s/iter. Total: 0.0913 s/iter. ETA=0:00:09 [03/23 12:49:00] d2.evaluation.evaluator INFO: Inference done 356/410. Dataloading: 0.0035 s/iter. Inference: 0.0881 s/iter. Eval: 0.0003 s/iter. Total: 0.0918 s/iter. ETA=0:00:04 [03/23 12:49:04] d2.evaluation.evaluator INFO: Total inference time: 0:00:36.997455 (0.091352 s / iter per device, on 1 devices) [03/23 12:49:04] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.087432 s / iter per device, on 1 devices) [03/23 12:49:05] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 12:49:05] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 12:49:05] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 12:49:05] d2.evaluation.testing INFO: copypaste: 2.1174,9.3354,0.5723 [03/23 12:49:05] d2.utils.events INFO: eta: 14:05:35 iter: 40999 total_loss: 1.432 loss_cls: 0.005723 loss_box_reg: 0.01574 loss_rpn_cls: 0.0007787 loss_rpn_loc: 0.001134 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.01825 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002817 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.7846 last_time: 1.5070 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 12:49:29] d2.utils.events INFO: eta: 14:04:19 iter: 41019 total_loss: 1.44 loss_cls: 0.007375 loss_box_reg: 0.0197 loss_rpn_cls: 0.001972 loss_rpn_loc: 0.001109 loss_D_img_s: 0.656 loss_cls_pseudo: 0.02177 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005254 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7259 time: 0.7848 last_time: 1.2755 data_time: 0.0087 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 12:49:56] d2.utils.events INFO: eta: 14:04:49 iter: 41039 total_loss: 1.423 loss_cls: 0.004383 loss_box_reg: 0.01558 loss_rpn_cls: 0.0005288 loss_rpn_loc: 0.001017 loss_D_img_s: 0.6484 loss_cls_pseudo: 0.01759 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002696 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7296 time: 0.7851 last_time: 1.6968 data_time: 0.0078 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 12:50:22] d2.utils.events INFO: eta: 14:04:17 iter: 41059 total_loss: 1.44 loss_cls: 0.006242 loss_box_reg: 0.01696 loss_rpn_cls: 0.0007815 loss_rpn_loc: 0.001278 loss_D_img_s: 0.652 loss_cls_pseudo: 0.02569 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003689 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.734 time: 0.7853 last_time: 1.3702 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 12:50:48] d2.utils.events INFO: eta: 14:04:21 iter: 41079 total_loss: 1.447 loss_cls: 0.005696 loss_box_reg: 0.02081 loss_rpn_cls: 0.0006465 loss_rpn_loc: 0.001316 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.01549 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002698 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.7856 last_time: 1.1336 data_time: 0.0079 last_data_time: 0.0082 lr: 0.01 max_mem: 12686M [03/23 12:51:13] d2.utils.events INFO: eta: 14:02:35 iter: 41099 total_loss: 1.456 loss_cls: 0.005725 loss_box_reg: 0.01681 loss_rpn_cls: 0.0007482 loss_rpn_loc: 0.001048 loss_D_img_s: 0.7279 loss_cls_pseudo: 0.02783 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005022 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6597 time: 0.7858 last_time: 1.3498 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12686M [03/23 12:51:39] d2.utils.events INFO: eta: 14:03:29 iter: 41119 total_loss: 1.421 loss_cls: 0.004389 loss_box_reg: 0.01442 loss_rpn_cls: 0.0007268 loss_rpn_loc: 0.001054 loss_D_img_s: 0.6728 loss_cls_pseudo: 0.01468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00378 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7038 time: 0.7860 last_time: 1.3317 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 12:52:05] d2.utils.events INFO: eta: 14:03:44 iter: 41139 total_loss: 1.439 loss_cls: 0.00435 loss_box_reg: 0.01543 loss_rpn_cls: 0.0003282 loss_rpn_loc: 0.001422 loss_D_img_s: 0.6661 loss_cls_pseudo: 0.01859 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002795 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7158 time: 0.7863 last_time: 1.3509 data_time: 0.0083 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 12:52:32] d2.utils.events INFO: eta: 14:03:44 iter: 41159 total_loss: 1.448 loss_cls: 0.005525 loss_box_reg: 0.01624 loss_rpn_cls: 0.0008007 loss_rpn_loc: 0.001157 loss_D_img_s: 0.6766 loss_cls_pseudo: 0.02519 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007405 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.7866 last_time: 1.5298 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 12:52:58] d2.utils.events INFO: eta: 14:03:47 iter: 41179 total_loss: 1.432 loss_cls: 0.005783 loss_box_reg: 0.01493 loss_rpn_cls: 0.001088 loss_rpn_loc: 0.0009693 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01363 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002117 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6945 time: 0.7868 last_time: 1.3552 data_time: 0.0087 last_data_time: 0.0103 lr: 0.01 max_mem: 12686M [03/23 12:53:24] d2.utils.events INFO: eta: 14:02:53 iter: 41199 total_loss: 1.423 loss_cls: 0.004123 loss_box_reg: 0.01405 loss_rpn_cls: 0.0005946 loss_rpn_loc: 0.001029 loss_D_img_s: 0.679 loss_cls_pseudo: 0.01798 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002572 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.7871 last_time: 1.3679 data_time: 0.0081 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 12:53:50] d2.utils.events INFO: eta: 14:02:09 iter: 41219 total_loss: 1.424 loss_cls: 0.004489 loss_box_reg: 0.01511 loss_rpn_cls: 0.0005593 loss_rpn_loc: 0.0009088 loss_D_img_s: 0.684 loss_cls_pseudo: 0.01908 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003568 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 0.7873 last_time: 1.1884 data_time: 0.0074 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 12:54:15] d2.utils.events INFO: eta: 14:01:06 iter: 41239 total_loss: 1.418 loss_cls: 0.005081 loss_box_reg: 0.01194 loss_rpn_cls: 0.000531 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6933 loss_cls_pseudo: 0.009609 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00162 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.7875 last_time: 1.1818 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 12:54:41] d2.utils.events INFO: eta: 14:00:53 iter: 41259 total_loss: 1.44 loss_cls: 0.004562 loss_box_reg: 0.01281 loss_rpn_cls: 0.0003824 loss_rpn_loc: 0.0009669 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.02213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004644 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 0.7878 last_time: 1.1798 data_time: 0.0085 last_data_time: 0.0069 lr: 0.01 max_mem: 12686M [03/23 12:55:04] d2.utils.events INFO: eta: 13:57:55 iter: 41279 total_loss: 1.429 loss_cls: 0.005896 loss_box_reg: 0.01722 loss_rpn_cls: 0.0005845 loss_rpn_loc: 0.000867 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.01507 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001544 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6748 time: 0.7880 last_time: 1.5343 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 12:55:30] d2.utils.events INFO: eta: 13:58:15 iter: 41299 total_loss: 1.433 loss_cls: 0.005307 loss_box_reg: 0.0142 loss_rpn_cls: 0.0006894 loss_rpn_loc: 0.001014 loss_D_img_s: 0.7109 loss_cls_pseudo: 0.01689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003103 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6714 time: 0.7882 last_time: 1.2169 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 12:55:56] d2.utils.events INFO: eta: 13:59:30 iter: 41319 total_loss: 1.455 loss_cls: 0.006197 loss_box_reg: 0.02232 loss_rpn_cls: 0.001409 loss_rpn_loc: 0.001429 loss_D_img_s: 0.6983 loss_cls_pseudo: 0.02346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006638 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.687 time: 0.7885 last_time: 1.4194 data_time: 0.0083 last_data_time: 0.0096 lr: 0.01 max_mem: 12686M [03/23 12:56:21] d2.utils.events INFO: eta: 13:57:45 iter: 41339 total_loss: 1.44 loss_cls: 0.004584 loss_box_reg: 0.01467 loss_rpn_cls: 0.000643 loss_rpn_loc: 0.001018 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.01561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002133 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.7887 last_time: 1.1502 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 12:56:47] d2.utils.events INFO: eta: 13:57:57 iter: 41359 total_loss: 1.434 loss_cls: 0.004687 loss_box_reg: 0.01899 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.001162 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.01838 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002788 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.7889 last_time: 1.3448 data_time: 0.0077 last_data_time: 0.0091 lr: 0.01 max_mem: 12686M [03/23 12:57:12] d2.utils.events INFO: eta: 13:55:58 iter: 41379 total_loss: 1.434 loss_cls: 0.004654 loss_box_reg: 0.01559 loss_rpn_cls: 0.0004365 loss_rpn_loc: 0.001283 loss_D_img_s: 0.6729 loss_cls_pseudo: 0.01856 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002827 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7091 time: 0.7892 last_time: 1.3589 data_time: 0.0080 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 12:57:38] d2.utils.events INFO: eta: 13:55:48 iter: 41399 total_loss: 1.424 loss_cls: 0.004542 loss_box_reg: 0.01435 loss_rpn_cls: 0.0005058 loss_rpn_loc: 0.001199 loss_D_img_s: 0.6608 loss_cls_pseudo: 0.01437 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001833 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7245 time: 0.7894 last_time: 1.5854 data_time: 0.0085 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 12:58:02] d2.utils.events INFO: eta: 13:54:15 iter: 41419 total_loss: 1.447 loss_cls: 0.005792 loss_box_reg: 0.01798 loss_rpn_cls: 0.0004733 loss_rpn_loc: 0.001177 loss_D_img_s: 0.683 loss_cls_pseudo: 0.02508 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7026 time: 0.7896 last_time: 1.1871 data_time: 0.0075 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 12:58:28] d2.utils.events INFO: eta: 13:53:49 iter: 41439 total_loss: 1.442 loss_cls: 0.006664 loss_box_reg: 0.01771 loss_rpn_cls: 0.0008448 loss_rpn_loc: 0.00116 loss_D_img_s: 0.7086 loss_cls_pseudo: 0.02161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002791 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6739 time: 0.7898 last_time: 1.1771 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12686M [03/23 12:58:53] d2.utils.events INFO: eta: 13:53:03 iter: 41459 total_loss: 1.434 loss_cls: 0.004385 loss_box_reg: 0.01506 loss_rpn_cls: 0.0009106 loss_rpn_loc: 0.0009098 loss_D_img_s: 0.6951 loss_cls_pseudo: 0.02686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005406 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.7901 last_time: 1.1670 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12686M [03/23 12:59:18] d2.utils.events INFO: eta: 13:52:06 iter: 41479 total_loss: 1.446 loss_cls: 0.005827 loss_box_reg: 0.01397 loss_rpn_cls: 0.00151 loss_rpn_loc: 0.0008741 loss_D_img_s: 0.7056 loss_cls_pseudo: 0.02515 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005283 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.676 time: 0.7903 last_time: 1.1415 data_time: 0.0080 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 12:59:43] d2.utils.events INFO: eta: 13:51:40 iter: 41499 total_loss: 1.436 loss_cls: 0.005479 loss_box_reg: 0.01746 loss_rpn_cls: 0.0009565 loss_rpn_loc: 0.001313 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.01416 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003722 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.7905 last_time: 1.1611 data_time: 0.0076 last_data_time: 0.0075 lr: 0.01 max_mem: 12686M [03/23 13:00:10] d2.utils.events INFO: eta: 13:51:14 iter: 41519 total_loss: 1.43 loss_cls: 0.004302 loss_box_reg: 0.01357 loss_rpn_cls: 0.0005201 loss_rpn_loc: 0.0008811 loss_D_img_s: 0.6816 loss_cls_pseudo: 0.01345 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7033 time: 0.7908 last_time: 1.3961 data_time: 0.0083 last_data_time: 0.0062 lr: 0.01 max_mem: 12686M [03/23 13:00:37] d2.utils.events INFO: eta: 13:51:19 iter: 41539 total_loss: 1.433 loss_cls: 0.006984 loss_box_reg: 0.01692 loss_rpn_cls: 0.0009506 loss_rpn_loc: 0.001303 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003157 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.7910 last_time: 1.3357 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12686M [03/23 13:01:04] d2.utils.events INFO: eta: 13:52:59 iter: 41559 total_loss: 1.44 loss_cls: 0.005664 loss_box_reg: 0.01657 loss_rpn_cls: 0.001245 loss_rpn_loc: 0.0008472 loss_D_img_s: 0.6788 loss_cls_pseudo: 0.023 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004301 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.7913 last_time: 1.1658 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 13:01:29] d2.utils.events INFO: eta: 13:52:33 iter: 41579 total_loss: 1.446 loss_cls: 0.00681 loss_box_reg: 0.01471 loss_rpn_cls: 0.0006452 loss_rpn_loc: 0.001204 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.02059 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003292 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.7915 last_time: 1.5146 data_time: 0.0078 last_data_time: 0.0086 lr: 0.01 max_mem: 12686M [03/23 13:01:55] d2.utils.events INFO: eta: 13:51:49 iter: 41599 total_loss: 1.447 loss_cls: 0.007973 loss_box_reg: 0.01681 loss_rpn_cls: 0.002081 loss_rpn_loc: 0.00153 loss_D_img_s: 0.7107 loss_cls_pseudo: 0.02913 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004084 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6723 time: 0.7918 last_time: 1.2166 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 13:02:20] d2.utils.events INFO: eta: 13:49:05 iter: 41619 total_loss: 1.435 loss_cls: 0.005152 loss_box_reg: 0.0172 loss_rpn_cls: 0.0006475 loss_rpn_loc: 0.001238 loss_D_img_s: 0.7158 loss_cls_pseudo: 0.02271 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003592 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6721 time: 0.7920 last_time: 1.1500 data_time: 0.0081 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 13:02:45] d2.utils.events INFO: eta: 13:49:30 iter: 41639 total_loss: 1.441 loss_cls: 0.005459 loss_box_reg: 0.01744 loss_rpn_cls: 0.000955 loss_rpn_loc: 0.001472 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01954 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003958 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.7922 last_time: 1.3838 data_time: 0.0083 last_data_time: 0.0074 lr: 0.01 max_mem: 12686M [03/23 13:03:11] d2.utils.events INFO: eta: 13:49:32 iter: 41659 total_loss: 1.438 loss_cls: 0.005002 loss_box_reg: 0.01729 loss_rpn_cls: 0.0005045 loss_rpn_loc: 0.001198 loss_D_img_s: 0.6613 loss_cls_pseudo: 0.02314 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004148 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7212 time: 0.7925 last_time: 1.3370 data_time: 0.0088 last_data_time: 0.0098 lr: 0.01 max_mem: 12686M [03/23 13:03:37] d2.utils.events INFO: eta: 13:47:34 iter: 41679 total_loss: 1.434 loss_cls: 0.005086 loss_box_reg: 0.01504 loss_rpn_cls: 0.0004377 loss_rpn_loc: 0.001101 loss_D_img_s: 0.6732 loss_cls_pseudo: 0.01579 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002008 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7133 time: 0.7927 last_time: 1.1684 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 13:04:03] d2.utils.events INFO: eta: 13:47:21 iter: 41699 total_loss: 1.441 loss_cls: 0.004347 loss_box_reg: 0.0165 loss_rpn_cls: 0.0007204 loss_rpn_loc: 0.001078 loss_D_img_s: 0.7198 loss_cls_pseudo: 0.02048 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005461 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6603 time: 0.7929 last_time: 1.5313 data_time: 0.0082 last_data_time: 0.0158 lr: 0.01 max_mem: 12686M [03/23 13:04:29] d2.utils.events INFO: eta: 13:47:36 iter: 41719 total_loss: 1.436 loss_cls: 0.003515 loss_box_reg: 0.01401 loss_rpn_cls: 0.0005812 loss_rpn_loc: 0.001294 loss_D_img_s: 0.7815 loss_cls_pseudo: 0.01967 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004592 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6115 time: 0.7932 last_time: 1.5067 data_time: 0.0088 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 13:04:56] d2.utils.events INFO: eta: 13:48:24 iter: 41739 total_loss: 1.448 loss_cls: 0.004065 loss_box_reg: 0.01613 loss_rpn_cls: 0.0007672 loss_rpn_loc: 0.001367 loss_D_img_s: 0.6841 loss_cls_pseudo: 0.01953 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004827 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.699 time: 0.7934 last_time: 1.1794 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 13:05:21] d2.utils.events INFO: eta: 13:48:19 iter: 41759 total_loss: 1.431 loss_cls: 0.004628 loss_box_reg: 0.01898 loss_rpn_cls: 0.0005775 loss_rpn_loc: 0.001033 loss_D_img_s: 0.6216 loss_cls_pseudo: 0.01869 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002906 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7577 time: 0.7937 last_time: 1.1516 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12686M [03/23 13:05:47] d2.utils.events INFO: eta: 13:47:53 iter: 41779 total_loss: 1.425 loss_cls: 0.006865 loss_box_reg: 0.01875 loss_rpn_cls: 0.0007446 loss_rpn_loc: 0.00131 loss_D_img_s: 0.6212 loss_cls_pseudo: 0.01079 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7546 time: 0.7939 last_time: 1.1647 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12686M [03/23 13:06:12] d2.utils.events INFO: eta: 13:47:06 iter: 41799 total_loss: 1.441 loss_cls: 0.004252 loss_box_reg: 0.01565 loss_rpn_cls: 0.0005972 loss_rpn_loc: 0.001216 loss_D_img_s: 0.6739 loss_cls_pseudo: 0.02172 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003171 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.704 time: 0.7941 last_time: 1.1575 data_time: 0.0080 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 13:06:37] d2.utils.events INFO: eta: 13:47:01 iter: 41819 total_loss: 1.425 loss_cls: 0.005733 loss_box_reg: 0.0161 loss_rpn_cls: 0.000924 loss_rpn_loc: 0.001152 loss_D_img_s: 0.6885 loss_cls_pseudo: 0.01522 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002073 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 0.7944 last_time: 1.3028 data_time: 0.0077 last_data_time: 0.0077 lr: 0.01 max_mem: 12686M [03/23 13:07:02] d2.utils.events INFO: eta: 13:45:52 iter: 41839 total_loss: 1.441 loss_cls: 0.004639 loss_box_reg: 0.0199 loss_rpn_cls: 0.0008068 loss_rpn_loc: 0.001116 loss_D_img_s: 0.6859 loss_cls_pseudo: 0.01935 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005967 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.7946 last_time: 1.1822 data_time: 0.0080 last_data_time: 0.0065 lr: 0.01 max_mem: 12686M [03/23 13:07:28] d2.utils.events INFO: eta: 13:46:09 iter: 41859 total_loss: 1.452 loss_cls: 0.006339 loss_box_reg: 0.0181 loss_rpn_cls: 0.0008172 loss_rpn_loc: 0.001492 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.02526 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008543 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6769 time: 0.7948 last_time: 1.1066 data_time: 0.0078 last_data_time: 0.0059 lr: 0.01 max_mem: 12686M [03/23 13:07:54] d2.utils.events INFO: eta: 13:46:32 iter: 41879 total_loss: 1.435 loss_cls: 0.005815 loss_box_reg: 0.01494 loss_rpn_cls: 0.0007267 loss_rpn_loc: 0.000922 loss_D_img_s: 0.7038 loss_cls_pseudo: 0.01858 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003187 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6779 time: 0.7950 last_time: 1.3209 data_time: 0.0087 last_data_time: 0.0090 lr: 0.01 max_mem: 12686M [03/23 13:08:19] d2.utils.events INFO: eta: 13:45:50 iter: 41899 total_loss: 1.437 loss_cls: 0.004945 loss_box_reg: 0.0164 loss_rpn_cls: 0.0008835 loss_rpn_loc: 0.0009577 loss_D_img_s: 0.699 loss_cls_pseudo: 0.01638 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005114 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.7953 last_time: 1.4995 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12686M [03/23 13:08:44] d2.utils.events INFO: eta: 13:43:44 iter: 41919 total_loss: 1.423 loss_cls: 0.005867 loss_box_reg: 0.01316 loss_rpn_cls: 0.0005581 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.01274 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00521 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 0.7955 last_time: 1.4837 data_time: 0.0077 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 13:09:11] d2.utils.events INFO: eta: 13:44:45 iter: 41939 total_loss: 1.432 loss_cls: 0.007032 loss_box_reg: 0.02101 loss_rpn_cls: 0.001533 loss_rpn_loc: 0.001086 loss_D_img_s: 0.683 loss_cls_pseudo: 0.01283 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002141 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6987 time: 0.7957 last_time: 1.3024 data_time: 0.0089 last_data_time: 0.0083 lr: 0.01 max_mem: 12686M [03/23 13:09:37] d2.utils.events INFO: eta: 13:44:29 iter: 41959 total_loss: 1.43 loss_cls: 0.004931 loss_box_reg: 0.01413 loss_rpn_cls: 0.0008697 loss_rpn_loc: 0.001045 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.01147 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6863 time: 0.7960 last_time: 1.1412 data_time: 0.0081 last_data_time: 0.0080 lr: 0.01 max_mem: 12686M [03/23 13:10:02] d2.utils.events INFO: eta: 13:44:03 iter: 41979 total_loss: 1.454 loss_cls: 0.006783 loss_box_reg: 0.01819 loss_rpn_cls: 0.001651 loss_rpn_loc: 0.001339 loss_D_img_s: 0.7087 loss_cls_pseudo: 0.03169 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005357 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6763 time: 0.7962 last_time: 1.2771 data_time: 0.0076 last_data_time: 0.0081 lr: 0.01 max_mem: 12686M [03/23 13:10:27] d2.data.common INFO: Serializing the dataset using: [03/23 13:10:27] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 13:10:27] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 13:10:27] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 13:10:27] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 13:10:29] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.0904 s/iter. Eval: 0.0002 s/iter. Total: 0.0920 s/iter. ETA=0:00:36 [03/23 13:10:34] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0042 s/iter. Inference: 0.0978 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:35 [03/23 13:10:39] d2.evaluation.evaluator INFO: Inference done 112/410. Dataloading: 0.0038 s/iter. Inference: 0.0953 s/iter. Eval: 0.0003 s/iter. Total: 0.0994 s/iter. ETA=0:00:29 [03/23 13:10:44] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0036 s/iter. Inference: 0.0934 s/iter. Eval: 0.0003 s/iter. Total: 0.0973 s/iter. ETA=0:00:23 [03/23 13:10:49] d2.evaluation.evaluator INFO: Inference done 216/410. Dataloading: 0.0037 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.0983 s/iter. ETA=0:00:19 [03/23 13:10:54] d2.evaluation.evaluator INFO: Inference done 268/410. Dataloading: 0.0038 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:13 [03/23 13:10:59] d2.evaluation.evaluator INFO: Inference done 322/410. Dataloading: 0.0036 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0977 s/iter. ETA=0:00:08 [03/23 13:11:04] d2.evaluation.evaluator INFO: Inference done 371/410. Dataloading: 0.0036 s/iter. Inference: 0.0944 s/iter. Eval: 0.0003 s/iter. Total: 0.0983 s/iter. ETA=0:00:03 [03/23 13:11:08] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.432485 (0.097364 s / iter per device, on 1 devices) [03/23 13:11:08] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093325 s / iter per device, on 1 devices) [03/23 13:11:09] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 13:11:09] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 13:11:09] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 13:11:09] d2.evaluation.testing INFO: copypaste: 0.8411,3.9266,0.0248 [03/23 13:11:09] d2.data.common INFO: Serializing the dataset using: [03/23 13:11:09] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 13:11:09] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 13:11:09] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 13:11:09] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 13:11:10] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0143 s/iter. Inference: 0.1065 s/iter. Eval: 0.0003 s/iter. Total: 0.1211 s/iter. ETA=0:00:48 [03/23 13:11:15] d2.evaluation.evaluator INFO: Inference done 70/410. Dataloading: 0.0029 s/iter. Inference: 0.0858 s/iter. Eval: 0.0003 s/iter. Total: 0.0891 s/iter. ETA=0:00:30 [03/23 13:11:20] d2.evaluation.evaluator INFO: Inference done 123/410. Dataloading: 0.0029 s/iter. Inference: 0.0885 s/iter. Eval: 0.0003 s/iter. Total: 0.0918 s/iter. ETA=0:00:26 [03/23 13:11:25] d2.evaluation.evaluator INFO: Inference done 175/410. Dataloading: 0.0035 s/iter. Inference: 0.0893 s/iter. Eval: 0.0003 s/iter. Total: 0.0932 s/iter. ETA=0:00:21 [03/23 13:11:30] d2.evaluation.evaluator INFO: Inference done 232/410. Dataloading: 0.0032 s/iter. Inference: 0.0885 s/iter. Eval: 0.0003 s/iter. Total: 0.0921 s/iter. ETA=0:00:16 [03/23 13:11:36] d2.evaluation.evaluator INFO: Inference done 286/410. Dataloading: 0.0032 s/iter. Inference: 0.0890 s/iter. Eval: 0.0003 s/iter. Total: 0.0926 s/iter. ETA=0:00:11 [03/23 13:11:41] d2.evaluation.evaluator INFO: Inference done 341/410. Dataloading: 0.0031 s/iter. Inference: 0.0891 s/iter. Eval: 0.0003 s/iter. Total: 0.0926 s/iter. ETA=0:00:06 [03/23 13:11:46] d2.evaluation.evaluator INFO: Inference done 401/410. Dataloading: 0.0030 s/iter. Inference: 0.0881 s/iter. Eval: 0.0003 s/iter. Total: 0.0914 s/iter. ETA=0:00:00 [03/23 13:11:47] d2.evaluation.evaluator INFO: Total inference time: 0:00:36.921378 (0.091164 s / iter per device, on 1 devices) [03/23 13:11:47] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.087656 s / iter per device, on 1 devices) [03/23 13:11:47] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 13:11:47] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 13:11:47] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 13:11:47] d2.evaluation.testing INFO: copypaste: 1.5483,7.4632,0.4662 [03/23 13:11:47] d2.utils.events INFO: eta: 13:43:07 iter: 41999 total_loss: 1.436 loss_cls: 0.00423 loss_box_reg: 0.01263 loss_rpn_cls: 0.0005079 loss_rpn_loc: 0.001023 loss_D_img_s: 0.7079 loss_cls_pseudo: 0.01625 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002144 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.7964 last_time: 1.2887 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12686M [03/23 13:12:12] d2.utils.events INFO: eta: 13:43:32 iter: 42019 total_loss: 1.435 loss_cls: 0.004873 loss_box_reg: 0.0145 loss_rpn_cls: 0.001091 loss_rpn_loc: 0.001276 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.01614 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00304 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 0.7967 last_time: 1.5344 data_time: 0.0077 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 13:12:39] d2.utils.events INFO: eta: 13:43:05 iter: 42039 total_loss: 1.435 loss_cls: 0.005179 loss_box_reg: 0.01633 loss_rpn_cls: 0.0005647 loss_rpn_loc: 0.001006 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.01923 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004739 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.7969 last_time: 1.5052 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 13:13:05] d2.utils.events INFO: eta: 13:42:29 iter: 42059 total_loss: 1.447 loss_cls: 0.004564 loss_box_reg: 0.01373 loss_rpn_cls: 0.0007191 loss_rpn_loc: 0.0008611 loss_D_img_s: 0.6657 loss_cls_pseudo: 0.02963 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004456 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7204 time: 0.7971 last_time: 1.4800 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12686M [03/23 13:13:30] d2.utils.events INFO: eta: 13:41:43 iter: 42079 total_loss: 1.431 loss_cls: 0.005886 loss_box_reg: 0.01722 loss_rpn_cls: 0.0006598 loss_rpn_loc: 0.001172 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.0202 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001912 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.7974 last_time: 1.2044 data_time: 0.0082 last_data_time: 0.0079 lr: 0.01 max_mem: 12686M [03/23 13:13:57] d2.utils.events INFO: eta: 13:41:37 iter: 42099 total_loss: 1.458 loss_cls: 0.005688 loss_box_reg: 0.01632 loss_rpn_cls: 0.00113 loss_rpn_loc: 0.0009846 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.02617 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006363 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.7976 last_time: 1.5869 data_time: 0.0081 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 13:14:22] d2.utils.events INFO: eta: 13:39:24 iter: 42119 total_loss: 1.448 loss_cls: 0.00606 loss_box_reg: 0.01547 loss_rpn_cls: 0.0008444 loss_rpn_loc: 0.00122 loss_D_img_s: 0.7069 loss_cls_pseudo: 0.01997 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002878 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.7978 last_time: 1.1453 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12686M [03/23 13:14:47] d2.utils.events INFO: eta: 13:38:35 iter: 42139 total_loss: 1.443 loss_cls: 0.004941 loss_box_reg: 0.01601 loss_rpn_cls: 0.0009113 loss_rpn_loc: 0.001096 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.01942 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004418 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 0.7981 last_time: 1.2942 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12686M [03/23 13:15:12] d2.utils.events INFO: eta: 13:36:08 iter: 42159 total_loss: 1.435 loss_cls: 0.005023 loss_box_reg: 0.01443 loss_rpn_cls: 0.0004774 loss_rpn_loc: 0.001198 loss_D_img_s: 0.7017 loss_cls_pseudo: 0.01068 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002184 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.7983 last_time: 1.2083 data_time: 0.0081 last_data_time: 0.0092 lr: 0.01 max_mem: 12686M [03/23 13:15:38] d2.utils.events INFO: eta: 13:35:12 iter: 42179 total_loss: 1.447 loss_cls: 0.00455 loss_box_reg: 0.01536 loss_rpn_cls: 0.0004517 loss_rpn_loc: 0.001187 loss_D_img_s: 0.6812 loss_cls_pseudo: 0.02474 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006198 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.7985 last_time: 1.1245 data_time: 0.0078 last_data_time: 0.0089 lr: 0.01 max_mem: 12686M [03/23 13:16:03] d2.utils.events INFO: eta: 13:34:46 iter: 42199 total_loss: 1.428 loss_cls: 0.005533 loss_box_reg: 0.01629 loss_rpn_cls: 0.001209 loss_rpn_loc: 0.001436 loss_D_img_s: 0.6671 loss_cls_pseudo: 0.01721 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002461 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7117 time: 0.7987 last_time: 1.1457 data_time: 0.0077 last_data_time: 0.0126 lr: 0.01 max_mem: 12686M [03/23 13:16:30] d2.utils.events INFO: eta: 13:33:30 iter: 42219 total_loss: 1.435 loss_cls: 0.004516 loss_box_reg: 0.01541 loss_rpn_cls: 0.0003932 loss_rpn_loc: 0.001075 loss_D_img_s: 0.675 loss_cls_pseudo: 0.01496 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003254 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7127 time: 0.7990 last_time: 1.3224 data_time: 0.0079 last_data_time: 0.0087 lr: 0.01 max_mem: 12686M [03/23 13:16:55] d2.utils.events INFO: eta: 13:34:01 iter: 42239 total_loss: 1.446 loss_cls: 0.006511 loss_box_reg: 0.01922 loss_rpn_cls: 0.0008908 loss_rpn_loc: 0.001283 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.01577 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004697 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.7992 last_time: 1.3387 data_time: 0.0075 last_data_time: 0.0066 lr: 0.01 max_mem: 12686M [03/23 13:17:21] d2.utils.events INFO: eta: 13:34:10 iter: 42259 total_loss: 1.454 loss_cls: 0.00622 loss_box_reg: 0.01906 loss_rpn_cls: 0.001125 loss_rpn_loc: 0.001162 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.02075 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007643 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6764 time: 0.7994 last_time: 1.3717 data_time: 0.0091 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 13:17:56] d2.utils.events INFO: eta: 13:37:59 iter: 42279 total_loss: 1.442 loss_cls: 0.006422 loss_box_reg: 0.01697 loss_rpn_cls: 0.0007428 loss_rpn_loc: 0.00119 loss_D_img_s: 0.7161 loss_cls_pseudo: 0.01713 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004595 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6688 time: 0.7999 last_time: 1.9513 data_time: 0.0084 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 13:18:24] d2.utils.events INFO: eta: 13:38:21 iter: 42299 total_loss: 1.451 loss_cls: 0.005135 loss_box_reg: 0.0144 loss_rpn_cls: 0.0007887 loss_rpn_loc: 0.00115 loss_D_img_s: 0.7147 loss_cls_pseudo: 0.028 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007354 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.8002 last_time: 1.3133 data_time: 0.0081 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 13:18:50] d2.utils.events INFO: eta: 13:37:07 iter: 42319 total_loss: 1.452 loss_cls: 0.00488 loss_box_reg: 0.0172 loss_rpn_cls: 0.0006309 loss_rpn_loc: 0.001098 loss_D_img_s: 0.7066 loss_cls_pseudo: 0.01808 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00505 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.8004 last_time: 1.1689 data_time: 0.0077 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 13:19:16] d2.utils.events INFO: eta: 13:37:29 iter: 42339 total_loss: 1.435 loss_cls: 0.007018 loss_box_reg: 0.01853 loss_rpn_cls: 0.001658 loss_rpn_loc: 0.001599 loss_D_img_s: 0.677 loss_cls_pseudo: 0.01646 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7081 time: 0.8006 last_time: 1.3525 data_time: 0.0084 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 13:19:41] d2.utils.events INFO: eta: 13:35:56 iter: 42359 total_loss: 1.435 loss_cls: 0.004607 loss_box_reg: 0.01684 loss_rpn_cls: 0.0005166 loss_rpn_loc: 0.0009091 loss_D_img_s: 0.6594 loss_cls_pseudo: 0.0199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003365 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7214 time: 0.8008 last_time: 1.1365 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 13:20:07] d2.utils.events INFO: eta: 13:36:43 iter: 42379 total_loss: 1.439 loss_cls: 0.004187 loss_box_reg: 0.01375 loss_rpn_cls: 0.0009527 loss_rpn_loc: 0.0012 loss_D_img_s: 0.6597 loss_cls_pseudo: 0.0231 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005682 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7238 time: 0.8011 last_time: 1.3628 data_time: 0.0080 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 13:20:32] d2.utils.events INFO: eta: 13:36:24 iter: 42399 total_loss: 1.428 loss_cls: 0.005389 loss_box_reg: 0.0146 loss_rpn_cls: 0.0009747 loss_rpn_loc: 0.001202 loss_D_img_s: 0.6622 loss_cls_pseudo: 0.01348 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004527 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7234 time: 0.8013 last_time: 1.3736 data_time: 0.0087 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 13:20:58] d2.utils.events INFO: eta: 13:36:20 iter: 42419 total_loss: 1.445 loss_cls: 0.005002 loss_box_reg: 0.01538 loss_rpn_cls: 0.0007017 loss_rpn_loc: 0.001179 loss_D_img_s: 0.6845 loss_cls_pseudo: 0.01933 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004521 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7067 time: 0.8015 last_time: 1.1439 data_time: 0.0076 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 13:21:22] d2.utils.events INFO: eta: 13:35:32 iter: 42439 total_loss: 1.439 loss_cls: 0.004406 loss_box_reg: 0.01615 loss_rpn_cls: 0.0008306 loss_rpn_loc: 0.001046 loss_D_img_s: 0.7108 loss_cls_pseudo: 0.01834 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001783 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6737 time: 0.8017 last_time: 1.3257 data_time: 0.0086 last_data_time: 0.0115 lr: 0.01 max_mem: 12687M [03/23 13:21:47] d2.utils.events INFO: eta: 13:35:00 iter: 42459 total_loss: 1.434 loss_cls: 0.004502 loss_box_reg: 0.01454 loss_rpn_cls: 0.0005044 loss_rpn_loc: 0.001432 loss_D_img_s: 0.723 loss_cls_pseudo: 0.01688 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006069 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6588 time: 0.8019 last_time: 1.1773 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 13:22:12] d2.utils.events INFO: eta: 13:34:59 iter: 42479 total_loss: 1.437 loss_cls: 0.004922 loss_box_reg: 0.01452 loss_rpn_cls: 0.0005828 loss_rpn_loc: 0.001059 loss_D_img_s: 0.725 loss_cls_pseudo: 0.02436 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002733 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6598 time: 0.8021 last_time: 1.1469 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 13:22:40] d2.utils.events INFO: eta: 13:35:24 iter: 42499 total_loss: 1.442 loss_cls: 0.004575 loss_box_reg: 0.01502 loss_rpn_cls: 0.001121 loss_rpn_loc: 0.001235 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.02418 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008921 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.8024 last_time: 1.3908 data_time: 0.0077 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 13:23:07] d2.utils.events INFO: eta: 13:35:12 iter: 42519 total_loss: 1.438 loss_cls: 0.005828 loss_box_reg: 0.01513 loss_rpn_cls: 0.0008006 loss_rpn_loc: 0.001367 loss_D_img_s: 0.678 loss_cls_pseudo: 0.02217 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7038 time: 0.8027 last_time: 1.5484 data_time: 0.0091 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 13:23:32] d2.utils.events INFO: eta: 13:33:24 iter: 42539 total_loss: 1.437 loss_cls: 0.004962 loss_box_reg: 0.01499 loss_rpn_cls: 0.0008375 loss_rpn_loc: 0.001162 loss_D_img_s: 0.6724 loss_cls_pseudo: 0.01109 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00251 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7078 time: 0.8029 last_time: 1.4842 data_time: 0.0091 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/23 13:23:58] d2.utils.events INFO: eta: 13:32:43 iter: 42559 total_loss: 1.429 loss_cls: 0.004734 loss_box_reg: 0.01249 loss_rpn_cls: 0.000993 loss_rpn_loc: 0.000999 loss_D_img_s: 0.6765 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003982 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7055 time: 0.8031 last_time: 1.3987 data_time: 0.0087 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 13:24:23] d2.utils.events INFO: eta: 13:31:14 iter: 42579 total_loss: 1.443 loss_cls: 0.005789 loss_box_reg: 0.01695 loss_rpn_cls: 0.0006863 loss_rpn_loc: 0.001426 loss_D_img_s: 0.6898 loss_cls_pseudo: 0.02673 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00548 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.8033 last_time: 1.1774 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 13:24:49] d2.utils.events INFO: eta: 13:31:23 iter: 42599 total_loss: 1.444 loss_cls: 0.006444 loss_box_reg: 0.01504 loss_rpn_cls: 0.001081 loss_rpn_loc: 0.001212 loss_D_img_s: 0.6993 loss_cls_pseudo: 0.02105 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005226 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.8036 last_time: 1.2599 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 13:25:15] d2.utils.events INFO: eta: 13:31:31 iter: 42619 total_loss: 1.44 loss_cls: 0.005409 loss_box_reg: 0.01464 loss_rpn_cls: 0.001069 loss_rpn_loc: 0.00156 loss_D_img_s: 0.7072 loss_cls_pseudo: 0.01852 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002446 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 0.8038 last_time: 1.0966 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 13:25:42] d2.utils.events INFO: eta: 13:31:31 iter: 42639 total_loss: 1.45 loss_cls: 0.005634 loss_box_reg: 0.01952 loss_rpn_cls: 0.0004435 loss_rpn_loc: 0.001086 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.02249 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 0.8040 last_time: 1.1184 data_time: 0.0079 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 13:26:08] d2.utils.events INFO: eta: 13:30:52 iter: 42659 total_loss: 1.445 loss_cls: 0.005425 loss_box_reg: 0.01628 loss_rpn_cls: 0.0009356 loss_rpn_loc: 0.001205 loss_D_img_s: 0.6783 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003578 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7032 time: 0.8043 last_time: 1.3764 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 13:26:33] d2.utils.events INFO: eta: 13:30:06 iter: 42679 total_loss: 1.427 loss_cls: 0.004575 loss_box_reg: 0.02036 loss_rpn_cls: 0.001106 loss_rpn_loc: 0.001074 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.01535 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00307 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.8045 last_time: 1.3489 data_time: 0.0083 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 13:27:00] d2.utils.events INFO: eta: 13:29:39 iter: 42699 total_loss: 1.431 loss_cls: 0.005041 loss_box_reg: 0.01474 loss_rpn_cls: 0.0006527 loss_rpn_loc: 0.001095 loss_D_img_s: 0.7255 loss_cls_pseudo: 0.01444 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002156 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6547 time: 0.8047 last_time: 1.5234 data_time: 0.0080 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/23 13:27:26] d2.utils.events INFO: eta: 13:29:14 iter: 42719 total_loss: 1.452 loss_cls: 0.004267 loss_box_reg: 0.01295 loss_rpn_cls: 0.0006926 loss_rpn_loc: 0.001188 loss_D_img_s: 0.7268 loss_cls_pseudo: 0.01707 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002293 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6648 time: 0.8050 last_time: 1.3732 data_time: 0.0084 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 13:27:52] d2.utils.events INFO: eta: 13:27:49 iter: 42739 total_loss: 1.434 loss_cls: 0.004779 loss_box_reg: 0.01548 loss_rpn_cls: 0.0005064 loss_rpn_loc: 0.0007623 loss_D_img_s: 0.6762 loss_cls_pseudo: 0.0143 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00273 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7129 time: 0.8052 last_time: 1.1797 data_time: 0.0076 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 13:28:17] d2.utils.events INFO: eta: 13:26:34 iter: 42759 total_loss: 1.433 loss_cls: 0.005228 loss_box_reg: 0.01387 loss_rpn_cls: 0.001006 loss_rpn_loc: 0.001091 loss_D_img_s: 0.6382 loss_cls_pseudo: 0.02056 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004068 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7445 time: 0.8054 last_time: 1.2964 data_time: 0.0075 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 13:28:43] d2.utils.events INFO: eta: 13:25:36 iter: 42779 total_loss: 1.448 loss_cls: 0.004461 loss_box_reg: 0.01506 loss_rpn_cls: 0.0005446 loss_rpn_loc: 0.001103 loss_D_img_s: 0.6628 loss_cls_pseudo: 0.03122 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006752 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7252 time: 0.8056 last_time: 1.2000 data_time: 0.0078 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 13:29:08] d2.utils.events INFO: eta: 13:25:10 iter: 42799 total_loss: 1.433 loss_cls: 0.005947 loss_box_reg: 0.01611 loss_rpn_cls: 0.0008634 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6841 loss_cls_pseudo: 0.01733 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002697 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6991 time: 0.8059 last_time: 1.3817 data_time: 0.0085 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 13:29:34] d2.utils.events INFO: eta: 13:24:57 iter: 42819 total_loss: 1.433 loss_cls: 0.004222 loss_box_reg: 0.01637 loss_rpn_cls: 0.0005733 loss_rpn_loc: 0.001443 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.01621 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004019 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.8061 last_time: 1.3739 data_time: 0.0078 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 13:30:00] d2.utils.events INFO: eta: 13:25:14 iter: 42839 total_loss: 1.428 loss_cls: 0.004445 loss_box_reg: 0.01631 loss_rpn_cls: 0.0004775 loss_rpn_loc: 0.001056 loss_D_img_s: 0.6998 loss_cls_pseudo: 0.01139 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003841 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6871 time: 0.8063 last_time: 1.5639 data_time: 0.0076 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 13:30:26] d2.utils.events INFO: eta: 13:25:13 iter: 42859 total_loss: 1.432 loss_cls: 0.004376 loss_box_reg: 0.01232 loss_rpn_cls: 0.0004017 loss_rpn_loc: 0.000926 loss_D_img_s: 0.6983 loss_cls_pseudo: 0.01591 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002679 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.8065 last_time: 1.3776 data_time: 0.0085 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 13:30:52] d2.utils.events INFO: eta: 13:25:46 iter: 42879 total_loss: 1.45 loss_cls: 0.00596 loss_box_reg: 0.01594 loss_rpn_cls: 0.0006022 loss_rpn_loc: 0.001549 loss_D_img_s: 0.7021 loss_cls_pseudo: 0.0303 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.009645 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6843 time: 0.8068 last_time: 1.1733 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 13:31:18] d2.utils.events INFO: eta: 13:25:54 iter: 42899 total_loss: 1.44 loss_cls: 0.006173 loss_box_reg: 0.01959 loss_rpn_cls: 0.001111 loss_rpn_loc: 0.0012 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01589 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003135 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6801 time: 0.8070 last_time: 1.1804 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 13:31:45] d2.utils.events INFO: eta: 13:25:45 iter: 42919 total_loss: 1.448 loss_cls: 0.006252 loss_box_reg: 0.01375 loss_rpn_cls: 0.0008442 loss_rpn_loc: 0.001249 loss_D_img_s: 0.7113 loss_cls_pseudo: 0.02783 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006268 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6757 time: 0.8073 last_time: 1.3443 data_time: 0.0084 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 13:32:11] d2.utils.events INFO: eta: 13:25:19 iter: 42939 total_loss: 1.448 loss_cls: 0.005731 loss_box_reg: 0.01625 loss_rpn_cls: 0.0005843 loss_rpn_loc: 0.00106 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.02656 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00311 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.676 time: 0.8075 last_time: 1.1312 data_time: 0.0097 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 13:32:37] d2.utils.events INFO: eta: 13:24:53 iter: 42959 total_loss: 1.451 loss_cls: 0.004368 loss_box_reg: 0.01615 loss_rpn_cls: 0.0005682 loss_rpn_loc: 0.001055 loss_D_img_s: 0.7104 loss_cls_pseudo: 0.02393 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004069 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.8077 last_time: 1.3406 data_time: 0.0086 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 13:33:02] d2.utils.events INFO: eta: 13:25:16 iter: 42979 total_loss: 1.429 loss_cls: 0.005186 loss_box_reg: 0.01549 loss_rpn_cls: 0.0007204 loss_rpn_loc: 0.00112 loss_D_img_s: 0.696 loss_cls_pseudo: 0.0172 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003069 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 0.8079 last_time: 1.3363 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 13:33:28] d2.data.common INFO: Serializing the dataset using: [03/23 13:33:28] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 13:33:28] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 13:33:28] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 13:33:28] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 13:33:30] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0065 s/iter. Inference: 0.1069 s/iter. Eval: 0.0002 s/iter. Total: 0.1137 s/iter. ETA=0:00:45 [03/23 13:33:35] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0057 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0999 s/iter. ETA=0:00:34 [03/23 13:33:40] d2.evaluation.evaluator INFO: Inference done 114/410. Dataloading: 0.0041 s/iter. Inference: 0.0942 s/iter. Eval: 0.0003 s/iter. Total: 0.0986 s/iter. ETA=0:00:29 [03/23 13:33:45] d2.evaluation.evaluator INFO: Inference done 164/410. Dataloading: 0.0044 s/iter. Inference: 0.0944 s/iter. Eval: 0.0003 s/iter. Total: 0.0991 s/iter. ETA=0:00:24 [03/23 13:33:50] d2.evaluation.evaluator INFO: Inference done 218/410. Dataloading: 0.0039 s/iter. Inference: 0.0933 s/iter. Eval: 0.0004 s/iter. Total: 0.0976 s/iter. ETA=0:00:18 [03/23 13:33:55] d2.evaluation.evaluator INFO: Inference done 271/410. Dataloading: 0.0040 s/iter. Inference: 0.0931 s/iter. Eval: 0.0003 s/iter. Total: 0.0975 s/iter. ETA=0:00:13 [03/23 13:34:00] d2.evaluation.evaluator INFO: Inference done 321/410. Dataloading: 0.0038 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0980 s/iter. ETA=0:00:08 [03/23 13:34:05] d2.evaluation.evaluator INFO: Inference done 377/410. Dataloading: 0.0036 s/iter. Inference: 0.0928 s/iter. Eval: 0.0003 s/iter. Total: 0.0968 s/iter. ETA=0:00:03 [03/23 13:34:08] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.282882 (0.096995 s / iter per device, on 1 devices) [03/23 13:34:08] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.092775 s / iter per device, on 1 devices) [03/23 13:34:09] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 13:34:09] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 13:34:09] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 13:34:09] d2.evaluation.testing INFO: copypaste: 1.4226,6.6194,0.2930 [03/23 13:34:09] d2.data.common INFO: Serializing the dataset using: [03/23 13:34:09] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 13:34:09] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 13:34:09] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 13:34:09] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 13:34:11] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.0949 s/iter. Eval: 0.0002 s/iter. Total: 0.0964 s/iter. ETA=0:00:38 [03/23 13:34:16] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0055 s/iter. Inference: 0.0985 s/iter. Eval: 0.0004 s/iter. Total: 0.1045 s/iter. ETA=0:00:36 [03/23 13:34:21] d2.evaluation.evaluator INFO: Inference done 108/410. Dataloading: 0.0041 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:31 [03/23 13:34:26] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0037 s/iter. Inference: 0.0989 s/iter. Eval: 0.0003 s/iter. Total: 0.1030 s/iter. ETA=0:00:25 [03/23 13:34:31] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0038 s/iter. Inference: 0.1003 s/iter. Eval: 0.0003 s/iter. Total: 0.1045 s/iter. ETA=0:00:21 [03/23 13:34:36] d2.evaluation.evaluator INFO: Inference done 251/410. Dataloading: 0.0044 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1057 s/iter. ETA=0:00:16 [03/23 13:34:41] d2.evaluation.evaluator INFO: Inference done 297/410. Dataloading: 0.0047 s/iter. Inference: 0.1015 s/iter. Eval: 0.0003 s/iter. Total: 0.1066 s/iter. ETA=0:00:12 [03/23 13:34:46] d2.evaluation.evaluator INFO: Inference done 346/410. Dataloading: 0.0051 s/iter. Inference: 0.1007 s/iter. Eval: 0.0003 s/iter. Total: 0.1061 s/iter. ETA=0:00:06 [03/23 13:34:51] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0048 s/iter. Inference: 0.1015 s/iter. Eval: 0.0003 s/iter. Total: 0.1067 s/iter. ETA=0:00:01 [03/23 13:34:53] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.057271 (0.106314 s / iter per device, on 1 devices) [03/23 13:34:53] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100998 s / iter per device, on 1 devices) [03/23 13:34:53] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 13:34:53] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 13:34:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 13:34:53] d2.evaluation.testing INFO: copypaste: 1.3346,6.7483,0.2198 [03/23 13:34:53] d2.utils.events INFO: eta: 13:25:10 iter: 42999 total_loss: 1.434 loss_cls: 0.005556 loss_box_reg: 0.0169 loss_rpn_cls: 0.000591 loss_rpn_loc: 0.001126 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.0289 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005201 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.8082 last_time: 1.5308 data_time: 0.0086 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:35:19] d2.utils.events INFO: eta: 13:24:24 iter: 43019 total_loss: 1.431 loss_cls: 0.004001 loss_box_reg: 0.01694 loss_rpn_cls: 0.0004469 loss_rpn_loc: 0.001339 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.01809 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003318 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.8084 last_time: 1.5439 data_time: 0.0086 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 13:35:45] d2.utils.events INFO: eta: 13:23:40 iter: 43039 total_loss: 1.433 loss_cls: 0.005437 loss_box_reg: 0.01737 loss_rpn_cls: 0.001288 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6813 loss_cls_pseudo: 0.01599 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002715 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.8086 last_time: 1.3111 data_time: 0.0085 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 13:36:11] d2.utils.events INFO: eta: 13:23:07 iter: 43059 total_loss: 1.42 loss_cls: 0.005369 loss_box_reg: 0.01635 loss_rpn_cls: 0.0006411 loss_rpn_loc: 0.001176 loss_D_img_s: 0.6809 loss_cls_pseudo: 0.01414 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001537 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.8088 last_time: 1.1558 data_time: 0.0088 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:36:37] d2.utils.events INFO: eta: 13:23:21 iter: 43079 total_loss: 1.437 loss_cls: 0.005646 loss_box_reg: 0.0168 loss_rpn_cls: 0.001131 loss_rpn_loc: 0.00125 loss_D_img_s: 0.686 loss_cls_pseudo: 0.02191 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006096 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.8091 last_time: 1.1402 data_time: 0.0088 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 13:37:03] d2.utils.events INFO: eta: 13:22:21 iter: 43099 total_loss: 1.432 loss_cls: 0.006344 loss_box_reg: 0.0167 loss_rpn_cls: 0.0008091 loss_rpn_loc: 0.001256 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.02476 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00392 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 0.8093 last_time: 1.3121 data_time: 0.0074 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 13:37:29] d2.utils.events INFO: eta: 13:22:52 iter: 43119 total_loss: 1.444 loss_cls: 0.004351 loss_box_reg: 0.01294 loss_rpn_cls: 0.0005676 loss_rpn_loc: 0.001051 loss_D_img_s: 0.695 loss_cls_pseudo: 0.02514 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004555 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6797 time: 0.8095 last_time: 1.0016 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 13:37:56] d2.utils.events INFO: eta: 13:23:27 iter: 43139 total_loss: 1.427 loss_cls: 0.004944 loss_box_reg: 0.01524 loss_rpn_cls: 0.001015 loss_rpn_loc: 0.0009505 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.01754 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004948 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.8098 last_time: 1.2242 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 13:38:21] d2.utils.events INFO: eta: 13:23:21 iter: 43159 total_loss: 1.436 loss_cls: 0.006087 loss_box_reg: 0.01776 loss_rpn_cls: 0.001214 loss_rpn_loc: 0.001057 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01342 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002225 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6962 time: 0.8100 last_time: 1.3597 data_time: 0.0086 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:38:47] d2.utils.events INFO: eta: 13:23:18 iter: 43179 total_loss: 1.438 loss_cls: 0.004957 loss_box_reg: 0.01503 loss_rpn_cls: 0.0008864 loss_rpn_loc: 0.000915 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.01905 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6769 time: 0.8102 last_time: 1.3493 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 13:39:12] d2.utils.events INFO: eta: 13:22:29 iter: 43199 total_loss: 1.456 loss_cls: 0.00752 loss_box_reg: 0.01761 loss_rpn_cls: 0.001374 loss_rpn_loc: 0.001419 loss_D_img_s: 0.699 loss_cls_pseudo: 0.01966 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007283 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 0.8104 last_time: 1.3012 data_time: 0.0072 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 13:39:37] d2.utils.events INFO: eta: 13:22:42 iter: 43219 total_loss: 1.439 loss_cls: 0.005202 loss_box_reg: 0.01607 loss_rpn_cls: 0.0006329 loss_rpn_loc: 0.0009767 loss_D_img_s: 0.6613 loss_cls_pseudo: 0.02251 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003889 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7177 time: 0.8106 last_time: 1.1742 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 13:40:02] d2.utils.events INFO: eta: 13:22:21 iter: 43239 total_loss: 1.429 loss_cls: 0.004532 loss_box_reg: 0.01704 loss_rpn_cls: 0.0004261 loss_rpn_loc: 0.0009463 loss_D_img_s: 0.6595 loss_cls_pseudo: 0.01245 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7142 time: 0.8108 last_time: 1.3298 data_time: 0.0077 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 13:40:28] d2.utils.events INFO: eta: 13:21:33 iter: 43259 total_loss: 1.432 loss_cls: 0.004457 loss_box_reg: 0.01258 loss_rpn_cls: 0.00056 loss_rpn_loc: 0.0009804 loss_D_img_s: 0.6771 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004354 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7051 time: 0.8110 last_time: 1.1740 data_time: 0.0075 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 13:40:54] d2.utils.events INFO: eta: 13:19:19 iter: 43279 total_loss: 1.424 loss_cls: 0.005084 loss_box_reg: 0.01428 loss_rpn_cls: 0.0006306 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01666 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003636 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 0.8113 last_time: 1.2960 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 13:41:21] d2.utils.events INFO: eta: 13:18:47 iter: 43299 total_loss: 1.451 loss_cls: 0.006191 loss_box_reg: 0.01756 loss_rpn_cls: 0.00129 loss_rpn_loc: 0.001202 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.03273 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00498 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6863 time: 0.8115 last_time: 1.1500 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 13:41:47] d2.utils.events INFO: eta: 13:18:27 iter: 43319 total_loss: 1.44 loss_cls: 0.006039 loss_box_reg: 0.01955 loss_rpn_cls: 0.001351 loss_rpn_loc: 0.001142 loss_D_img_s: 0.7278 loss_cls_pseudo: 0.02363 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003551 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.659 time: 0.8117 last_time: 1.1520 data_time: 0.0089 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 13:42:12] d2.utils.events INFO: eta: 13:18:04 iter: 43339 total_loss: 1.441 loss_cls: 0.00551 loss_box_reg: 0.0179 loss_rpn_cls: 0.001079 loss_rpn_loc: 0.001322 loss_D_img_s: 0.705 loss_cls_pseudo: 0.01445 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004408 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.8119 last_time: 1.1679 data_time: 0.0081 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 13:42:37] d2.utils.events INFO: eta: 13:18:44 iter: 43359 total_loss: 1.439 loss_cls: 0.005193 loss_box_reg: 0.01934 loss_rpn_cls: 0.0008218 loss_rpn_loc: 0.001231 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.01362 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002402 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.8121 last_time: 1.3634 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 13:43:03] d2.utils.events INFO: eta: 13:18:18 iter: 43379 total_loss: 1.459 loss_cls: 0.005723 loss_box_reg: 0.01995 loss_rpn_cls: 0.0008108 loss_rpn_loc: 0.001294 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.03423 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.01029 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.8124 last_time: 1.3854 data_time: 0.0073 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 13:43:29] d2.utils.events INFO: eta: 13:18:03 iter: 43399 total_loss: 1.443 loss_cls: 0.00498 loss_box_reg: 0.01525 loss_rpn_cls: 0.0005592 loss_rpn_loc: 0.001085 loss_D_img_s: 0.6934 loss_cls_pseudo: 0.02388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.8126 last_time: 1.2592 data_time: 0.0087 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:43:54] d2.utils.events INFO: eta: 13:17:45 iter: 43419 total_loss: 1.439 loss_cls: 0.006139 loss_box_reg: 0.01691 loss_rpn_cls: 0.000775 loss_rpn_loc: 0.001051 loss_D_img_s: 0.7012 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.8128 last_time: 1.3131 data_time: 0.0080 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 13:44:21] d2.utils.events INFO: eta: 13:18:36 iter: 43439 total_loss: 1.435 loss_cls: 0.004292 loss_box_reg: 0.01705 loss_rpn_cls: 0.0005432 loss_rpn_loc: 0.0009826 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.01852 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002682 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.8130 last_time: 1.1673 data_time: 0.0086 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 13:44:46] d2.utils.events INFO: eta: 13:18:04 iter: 43459 total_loss: 1.432 loss_cls: 0.005238 loss_box_reg: 0.01618 loss_rpn_cls: 0.0004982 loss_rpn_loc: 0.001118 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01668 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002812 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7042 time: 0.8132 last_time: 1.1735 data_time: 0.0086 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 13:45:11] d2.utils.events INFO: eta: 13:17:01 iter: 43479 total_loss: 1.458 loss_cls: 0.007658 loss_box_reg: 0.01979 loss_rpn_cls: 0.0009112 loss_rpn_loc: 0.001108 loss_D_img_s: 0.687 loss_cls_pseudo: 0.02801 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7021 time: 0.8134 last_time: 1.1028 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 13:45:37] d2.utils.events INFO: eta: 13:16:41 iter: 43499 total_loss: 1.43 loss_cls: 0.004788 loss_box_reg: 0.0159 loss_rpn_cls: 0.0003223 loss_rpn_loc: 0.001437 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01913 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6945 time: 0.8136 last_time: 1.3315 data_time: 0.0088 last_data_time: 0.0124 lr: 0.01 max_mem: 12687M [03/23 13:46:03] d2.utils.events INFO: eta: 13:16:15 iter: 43519 total_loss: 1.427 loss_cls: 0.006981 loss_box_reg: 0.01567 loss_rpn_cls: 0.001008 loss_rpn_loc: 0.001463 loss_D_img_s: 0.7035 loss_cls_pseudo: 0.0108 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001093 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.8139 last_time: 1.3331 data_time: 0.0082 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 13:46:29] d2.utils.events INFO: eta: 13:16:20 iter: 43539 total_loss: 1.432 loss_cls: 0.004361 loss_box_reg: 0.01474 loss_rpn_cls: 0.0004098 loss_rpn_loc: 0.0008095 loss_D_img_s: 0.7114 loss_cls_pseudo: 0.01894 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6706 time: 0.8141 last_time: 1.1908 data_time: 0.0088 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 13:46:55] d2.utils.events INFO: eta: 13:14:55 iter: 43559 total_loss: 1.427 loss_cls: 0.006008 loss_box_reg: 0.0138 loss_rpn_cls: 0.0004349 loss_rpn_loc: 0.001003 loss_D_img_s: 0.6858 loss_cls_pseudo: 0.02158 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003712 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.8143 last_time: 1.4236 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 13:47:21] d2.utils.events INFO: eta: 13:15:27 iter: 43579 total_loss: 1.429 loss_cls: 0.005131 loss_box_reg: 0.01427 loss_rpn_cls: 0.0007848 loss_rpn_loc: 0.001311 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.02404 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003332 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.8145 last_time: 1.1504 data_time: 0.0084 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 13:47:47] d2.utils.events INFO: eta: 13:15:06 iter: 43599 total_loss: 1.433 loss_cls: 0.005181 loss_box_reg: 0.01611 loss_rpn_cls: 0.0007963 loss_rpn_loc: 0.0009996 loss_D_img_s: 0.6875 loss_cls_pseudo: 0.01982 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002974 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.8148 last_time: 1.3762 data_time: 0.0084 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 13:48:12] d2.utils.events INFO: eta: 13:14:35 iter: 43619 total_loss: 1.441 loss_cls: 0.005448 loss_box_reg: 0.01628 loss_rpn_cls: 0.000934 loss_rpn_loc: 0.0008872 loss_D_img_s: 0.674 loss_cls_pseudo: 0.01709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002199 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7058 time: 0.8150 last_time: 1.2017 data_time: 0.0086 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 13:48:38] d2.utils.events INFO: eta: 13:13:43 iter: 43639 total_loss: 1.434 loss_cls: 0.004192 loss_box_reg: 0.01418 loss_rpn_cls: 0.0005623 loss_rpn_loc: 0.0008381 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.01392 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0023 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 0.8152 last_time: 1.1873 data_time: 0.0083 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 13:49:03] d2.utils.events INFO: eta: 13:13:17 iter: 43659 total_loss: 1.44 loss_cls: 0.006137 loss_box_reg: 0.02103 loss_rpn_cls: 0.001022 loss_rpn_loc: 0.001104 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.01752 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005591 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 0.8154 last_time: 1.3699 data_time: 0.0086 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 13:49:30] d2.utils.events INFO: eta: 13:13:34 iter: 43679 total_loss: 1.44 loss_cls: 0.006908 loss_box_reg: 0.01738 loss_rpn_cls: 0.001856 loss_rpn_loc: 0.001187 loss_D_img_s: 0.7101 loss_cls_pseudo: 0.0199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004263 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6763 time: 0.8156 last_time: 1.3590 data_time: 0.0087 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 13:49:56] d2.utils.events INFO: eta: 13:12:50 iter: 43699 total_loss: 1.446 loss_cls: 0.005734 loss_box_reg: 0.01492 loss_rpn_cls: 0.000462 loss_rpn_loc: 0.001049 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.02522 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008028 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.8159 last_time: 1.4972 data_time: 0.0079 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 13:50:22] d2.utils.events INFO: eta: 13:12:34 iter: 43719 total_loss: 1.439 loss_cls: 0.006121 loss_box_reg: 0.01808 loss_rpn_cls: 0.0007117 loss_rpn_loc: 0.0009821 loss_D_img_s: 0.6585 loss_cls_pseudo: 0.01997 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00284 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7173 time: 0.8161 last_time: 1.1601 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 13:50:49] d2.utils.events INFO: eta: 13:12:32 iter: 43739 total_loss: 1.43 loss_cls: 0.004356 loss_box_reg: 0.01692 loss_rpn_cls: 0.0006791 loss_rpn_loc: 0.0009985 loss_D_img_s: 0.6713 loss_cls_pseudo: 0.02798 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 0.8163 last_time: 1.3494 data_time: 0.0080 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 13:51:15] d2.utils.events INFO: eta: 13:12:35 iter: 43759 total_loss: 1.424 loss_cls: 0.005745 loss_box_reg: 0.01668 loss_rpn_cls: 0.0007267 loss_rpn_loc: 0.001073 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.02565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001715 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.8165 last_time: 1.5113 data_time: 0.0084 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 13:51:40] d2.utils.events INFO: eta: 13:12:09 iter: 43779 total_loss: 1.448 loss_cls: 0.006269 loss_box_reg: 0.01946 loss_rpn_cls: 0.001192 loss_rpn_loc: 0.001497 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.01976 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.8167 last_time: 1.1313 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:52:06] d2.utils.events INFO: eta: 13:12:10 iter: 43799 total_loss: 1.444 loss_cls: 0.004521 loss_box_reg: 0.01525 loss_rpn_cls: 0.0008515 loss_rpn_loc: 0.00101 loss_D_img_s: 0.7188 loss_cls_pseudo: 0.02482 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004133 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6736 time: 0.8170 last_time: 1.1321 data_time: 0.0076 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 13:52:32] d2.utils.events INFO: eta: 13:11:59 iter: 43819 total_loss: 1.444 loss_cls: 0.00657 loss_box_reg: 0.01547 loss_rpn_cls: 0.0008972 loss_rpn_loc: 0.001102 loss_D_img_s: 0.7255 loss_cls_pseudo: 0.02141 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003593 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6633 time: 0.8172 last_time: 1.1829 data_time: 0.0087 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:52:58] d2.utils.events INFO: eta: 13:11:38 iter: 43839 total_loss: 1.425 loss_cls: 0.004639 loss_box_reg: 0.0143 loss_rpn_cls: 0.0006368 loss_rpn_loc: 0.0009212 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01711 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004075 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6755 time: 0.8174 last_time: 1.3320 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 13:53:24] d2.utils.events INFO: eta: 13:11:06 iter: 43859 total_loss: 1.436 loss_cls: 0.0071 loss_box_reg: 0.01736 loss_rpn_cls: 0.0007347 loss_rpn_loc: 0.001086 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.01995 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 0.8176 last_time: 1.1652 data_time: 0.0085 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 13:53:50] d2.utils.events INFO: eta: 13:10:25 iter: 43879 total_loss: 1.431 loss_cls: 0.005729 loss_box_reg: 0.01935 loss_rpn_cls: 0.0003671 loss_rpn_loc: 0.001216 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01592 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003753 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6762 time: 0.8178 last_time: 1.1362 data_time: 0.0074 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 13:54:17] d2.utils.events INFO: eta: 13:10:14 iter: 43899 total_loss: 1.439 loss_cls: 0.005142 loss_box_reg: 0.02018 loss_rpn_cls: 0.0004398 loss_rpn_loc: 0.001739 loss_D_img_s: 0.705 loss_cls_pseudo: 0.01363 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002658 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.8181 last_time: 1.1564 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 13:54:43] d2.utils.events INFO: eta: 13:10:15 iter: 43919 total_loss: 1.449 loss_cls: 0.00638 loss_box_reg: 0.0185 loss_rpn_cls: 0.001101 loss_rpn_loc: 0.001215 loss_D_img_s: 0.673 loss_cls_pseudo: 0.02197 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7061 time: 0.8183 last_time: 1.3040 data_time: 0.0080 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 13:55:09] d2.utils.events INFO: eta: 13:09:26 iter: 43939 total_loss: 1.449 loss_cls: 0.006091 loss_box_reg: 0.01741 loss_rpn_cls: 0.002155 loss_rpn_loc: 0.0008952 loss_D_img_s: 0.6631 loss_cls_pseudo: 0.0197 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003806 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7227 time: 0.8185 last_time: 1.7251 data_time: 0.0075 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 13:55:43] d2.utils.events INFO: eta: 13:10:16 iter: 43959 total_loss: 1.417 loss_cls: 0.004415 loss_box_reg: 0.0149 loss_rpn_cls: 0.000635 loss_rpn_loc: 0.001046 loss_D_img_s: 0.6565 loss_cls_pseudo: 0.01223 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003925 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7229 time: 0.8189 last_time: 1.5826 data_time: 0.0079 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 13:56:10] d2.utils.events INFO: eta: 13:09:51 iter: 43979 total_loss: 1.435 loss_cls: 0.005759 loss_box_reg: 0.01785 loss_rpn_cls: 0.00122 loss_rpn_loc: 0.001255 loss_D_img_s: 0.6496 loss_cls_pseudo: 0.01906 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7327 time: 0.8192 last_time: 1.1015 data_time: 0.0075 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 13:56:37] d2.data.common INFO: Serializing the dataset using: [03/23 13:56:37] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 13:56:37] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 13:56:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 13:56:37] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 13:56:39] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0142 s/iter. Inference: 0.0824 s/iter. Eval: 0.0002 s/iter. Total: 0.0969 s/iter. ETA=0:00:38 [03/23 13:56:44] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0059 s/iter. Inference: 0.0979 s/iter. Eval: 0.0003 s/iter. Total: 0.1041 s/iter. ETA=0:00:36 [03/23 13:56:49] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0044 s/iter. Inference: 0.1008 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:32 [03/23 13:56:54] d2.evaluation.evaluator INFO: Inference done 153/410. Dataloading: 0.0042 s/iter. Inference: 0.1014 s/iter. Eval: 0.0003 s/iter. Total: 0.1060 s/iter. ETA=0:00:27 [03/23 13:56:59] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0042 s/iter. Inference: 0.1000 s/iter. Eval: 0.0003 s/iter. Total: 0.1045 s/iter. ETA=0:00:21 [03/23 13:57:04] d2.evaluation.evaluator INFO: Inference done 254/410. Dataloading: 0.0041 s/iter. Inference: 0.0989 s/iter. Eval: 0.0003 s/iter. Total: 0.1035 s/iter. ETA=0:00:16 [03/23 13:57:09] d2.evaluation.evaluator INFO: Inference done 303/410. Dataloading: 0.0042 s/iter. Inference: 0.0990 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:11 [03/23 13:57:14] d2.evaluation.evaluator INFO: Inference done 349/410. Dataloading: 0.0042 s/iter. Inference: 0.0998 s/iter. Eval: 0.0003 s/iter. Total: 0.1045 s/iter. ETA=0:00:06 [03/23 13:57:19] d2.evaluation.evaluator INFO: Inference done 399/410. Dataloading: 0.0041 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:01 [03/23 13:57:20] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.204366 (0.104208 s / iter per device, on 1 devices) [03/23 13:57:20] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099480 s / iter per device, on 1 devices) [03/23 13:57:21] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 13:57:21] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 13:57:21] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 13:57:21] d2.evaluation.testing INFO: copypaste: 1.4718,6.6558,0.0000 [03/23 13:57:21] d2.data.common INFO: Serializing the dataset using: [03/23 13:57:21] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 13:57:21] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 13:57:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 13:57:21] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 13:57:24] d2.evaluation.evaluator INFO: Inference done 26/410. Dataloading: 0.0027 s/iter. Inference: 0.1079 s/iter. Eval: 0.0005 s/iter. Total: 0.1111 s/iter. ETA=0:00:42 [03/23 13:57:29] d2.evaluation.evaluator INFO: Inference done 78/410. Dataloading: 0.0031 s/iter. Inference: 0.0980 s/iter. Eval: 0.0004 s/iter. Total: 0.1016 s/iter. ETA=0:00:33 [03/23 13:57:34] d2.evaluation.evaluator INFO: Inference done 127/410. Dataloading: 0.0043 s/iter. Inference: 0.0977 s/iter. Eval: 0.0003 s/iter. Total: 0.1024 s/iter. ETA=0:00:28 [03/23 13:57:39] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0040 s/iter. Inference: 0.0970 s/iter. Eval: 0.0003 s/iter. Total: 0.1015 s/iter. ETA=0:00:23 [03/23 13:57:44] d2.evaluation.evaluator INFO: Inference done 230/410. Dataloading: 0.0037 s/iter. Inference: 0.0968 s/iter. Eval: 0.0003 s/iter. Total: 0.1009 s/iter. ETA=0:00:18 [03/23 13:57:49] d2.evaluation.evaluator INFO: Inference done 280/410. Dataloading: 0.0037 s/iter. Inference: 0.0967 s/iter. Eval: 0.0004 s/iter. Total: 0.1008 s/iter. ETA=0:00:13 [03/23 13:57:54] d2.evaluation.evaluator INFO: Inference done 327/410. Dataloading: 0.0038 s/iter. Inference: 0.0976 s/iter. Eval: 0.0004 s/iter. Total: 0.1018 s/iter. ETA=0:00:08 [03/23 13:58:00] d2.evaluation.evaluator INFO: Inference done 378/410. Dataloading: 0.0038 s/iter. Inference: 0.0972 s/iter. Eval: 0.0003 s/iter. Total: 0.1015 s/iter. ETA=0:00:03 [03/23 13:58:03] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.080438 (0.101433 s / iter per device, on 1 devices) [03/23 13:58:03] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.096971 s / iter per device, on 1 devices) [03/23 13:58:04] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 13:58:04] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 13:58:04] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 13:58:04] d2.evaluation.testing INFO: copypaste: 1.3780,7.8369,0.0336 [03/23 13:58:04] d2.utils.events INFO: eta: 13:10:21 iter: 43999 total_loss: 1.429 loss_cls: 0.006041 loss_box_reg: 0.01656 loss_rpn_cls: 0.0005625 loss_rpn_loc: 0.001006 loss_D_img_s: 0.6798 loss_cls_pseudo: 0.01613 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002872 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7032 time: 0.8194 last_time: 1.3153 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 13:58:29] d2.utils.events INFO: eta: 13:09:05 iter: 44019 total_loss: 1.436 loss_cls: 0.004885 loss_box_reg: 0.01852 loss_rpn_cls: 0.0005882 loss_rpn_loc: 0.001052 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.01018 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001136 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.8196 last_time: 1.3168 data_time: 0.0104 last_data_time: 0.0111 lr: 0.01 max_mem: 12687M [03/23 13:58:56] d2.utils.events INFO: eta: 13:09:17 iter: 44039 total_loss: 1.443 loss_cls: 0.004864 loss_box_reg: 0.01963 loss_rpn_cls: 0.0005262 loss_rpn_loc: 0.001164 loss_D_img_s: 0.7154 loss_cls_pseudo: 0.01928 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004667 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6746 time: 0.8198 last_time: 1.1717 data_time: 0.0098 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 13:59:23] d2.utils.events INFO: eta: 13:09:28 iter: 44059 total_loss: 1.437 loss_cls: 0.005084 loss_box_reg: 0.01476 loss_rpn_cls: 0.0003876 loss_rpn_loc: 0.0008671 loss_D_img_s: 0.7315 loss_cls_pseudo: 0.0191 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002942 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6523 time: 0.8201 last_time: 1.3291 data_time: 0.0097 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 13:59:49] d2.utils.events INFO: eta: 13:08:24 iter: 44079 total_loss: 1.445 loss_cls: 0.005195 loss_box_reg: 0.01262 loss_rpn_cls: 0.0009365 loss_rpn_loc: 0.001459 loss_D_img_s: 0.7423 loss_cls_pseudo: 0.02284 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006651 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6425 time: 0.8203 last_time: 1.3164 data_time: 0.0095 last_data_time: 0.0244 lr: 0.01 max_mem: 12687M [03/23 14:00:15] d2.utils.events INFO: eta: 13:07:58 iter: 44099 total_loss: 1.445 loss_cls: 0.004661 loss_box_reg: 0.01705 loss_rpn_cls: 0.0005427 loss_rpn_loc: 0.00149 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.01979 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005501 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 0.8205 last_time: 1.1588 data_time: 0.0117 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 14:00:42] d2.utils.events INFO: eta: 13:07:20 iter: 44119 total_loss: 1.433 loss_cls: 0.005027 loss_box_reg: 0.01307 loss_rpn_cls: 0.0006169 loss_rpn_loc: 0.0007883 loss_D_img_s: 0.6498 loss_cls_pseudo: 0.02053 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004129 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7328 time: 0.8208 last_time: 1.0987 data_time: 0.0094 last_data_time: 0.0161 lr: 0.01 max_mem: 12687M [03/23 14:01:08] d2.utils.events INFO: eta: 13:06:39 iter: 44139 total_loss: 1.463 loss_cls: 0.006283 loss_box_reg: 0.01789 loss_rpn_cls: 0.0009331 loss_rpn_loc: 0.001439 loss_D_img_s: 0.6544 loss_cls_pseudo: 0.02508 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005157 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7254 time: 0.8210 last_time: 1.1469 data_time: 0.0094 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 14:01:34] d2.utils.events INFO: eta: 13:06:27 iter: 44159 total_loss: 1.444 loss_cls: 0.006643 loss_box_reg: 0.01707 loss_rpn_cls: 0.00161 loss_rpn_loc: 0.0008396 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.0217 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006236 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.8212 last_time: 1.3139 data_time: 0.0102 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:01:59] d2.utils.events INFO: eta: 13:06:01 iter: 44179 total_loss: 1.424 loss_cls: 0.00474 loss_box_reg: 0.01706 loss_rpn_cls: 0.0009228 loss_rpn_loc: 0.001419 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.01429 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6812 time: 0.8214 last_time: 1.1425 data_time: 0.0088 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 14:02:25] d2.utils.events INFO: eta: 13:06:08 iter: 44199 total_loss: 1.423 loss_cls: 0.004469 loss_box_reg: 0.01259 loss_rpn_cls: 0.000495 loss_rpn_loc: 0.00102 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.01374 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001767 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.673 time: 0.8216 last_time: 1.5629 data_time: 0.0078 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 14:02:51] d2.utils.events INFO: eta: 13:05:41 iter: 44219 total_loss: 1.426 loss_cls: 0.003931 loss_box_reg: 0.01411 loss_rpn_cls: 0.0002999 loss_rpn_loc: 0.0009588 loss_D_img_s: 0.716 loss_cls_pseudo: 0.01402 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00314 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6692 time: 0.8218 last_time: 1.3018 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:03:17] d2.utils.events INFO: eta: 13:05:46 iter: 44239 total_loss: 1.439 loss_cls: 0.006725 loss_box_reg: 0.01832 loss_rpn_cls: 0.001774 loss_rpn_loc: 0.001362 loss_D_img_s: 0.6797 loss_cls_pseudo: 0.01615 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.8220 last_time: 1.5607 data_time: 0.0088 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 14:03:43] d2.utils.events INFO: eta: 13:05:47 iter: 44259 total_loss: 1.432 loss_cls: 0.00514 loss_box_reg: 0.01311 loss_rpn_cls: 0.0006975 loss_rpn_loc: 0.0009799 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.01659 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002473 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.8223 last_time: 1.3416 data_time: 0.0080 last_data_time: 0.0112 lr: 0.01 max_mem: 12687M [03/23 14:04:08] d2.utils.events INFO: eta: 13:04:53 iter: 44279 total_loss: 1.435 loss_cls: 0.005886 loss_box_reg: 0.01736 loss_rpn_cls: 0.0006153 loss_rpn_loc: 0.0008898 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.01912 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003618 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6945 time: 0.8225 last_time: 1.1375 data_time: 0.0077 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 14:04:34] d2.utils.events INFO: eta: 13:05:27 iter: 44299 total_loss: 1.437 loss_cls: 0.005629 loss_box_reg: 0.01648 loss_rpn_cls: 0.001229 loss_rpn_loc: 0.001079 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01431 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002634 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6922 time: 0.8227 last_time: 1.3521 data_time: 0.0083 last_data_time: 0.0106 lr: 0.01 max_mem: 12687M [03/23 14:05:00] d2.utils.events INFO: eta: 13:04:01 iter: 44319 total_loss: 1.433 loss_cls: 0.003873 loss_box_reg: 0.01357 loss_rpn_cls: 0.000686 loss_rpn_loc: 0.00119 loss_D_img_s: 0.7006 loss_cls_pseudo: 0.01872 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003187 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6869 time: 0.8229 last_time: 1.1343 data_time: 0.0075 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 14:05:26] d2.utils.events INFO: eta: 13:02:59 iter: 44339 total_loss: 1.42 loss_cls: 0.005055 loss_box_reg: 0.01488 loss_rpn_cls: 0.0004502 loss_rpn_loc: 0.001073 loss_D_img_s: 0.6802 loss_cls_pseudo: 0.01625 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002154 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6991 time: 0.8231 last_time: 1.1796 data_time: 0.0076 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 14:05:51] d2.utils.events INFO: eta: 13:02:32 iter: 44359 total_loss: 1.447 loss_cls: 0.004879 loss_box_reg: 0.01641 loss_rpn_cls: 0.0005788 loss_rpn_loc: 0.001156 loss_D_img_s: 0.681 loss_cls_pseudo: 0.0217 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004054 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7072 time: 0.8233 last_time: 1.3971 data_time: 0.0081 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 14:06:17] d2.utils.events INFO: eta: 13:02:41 iter: 44379 total_loss: 1.441 loss_cls: 0.008917 loss_box_reg: 0.01722 loss_rpn_cls: 0.001034 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.02278 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6854 time: 0.8235 last_time: 1.1472 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 14:06:43] d2.utils.events INFO: eta: 13:01:56 iter: 44399 total_loss: 1.432 loss_cls: 0.006201 loss_box_reg: 0.01853 loss_rpn_cls: 0.0007476 loss_rpn_loc: 0.00137 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.01908 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003419 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6936 time: 0.8237 last_time: 1.1793 data_time: 0.0080 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 14:07:09] d2.utils.events INFO: eta: 13:02:20 iter: 44419 total_loss: 1.437 loss_cls: 0.00686 loss_box_reg: 0.01505 loss_rpn_cls: 0.0006584 loss_rpn_loc: 0.001105 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.02235 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005515 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6953 time: 0.8239 last_time: 1.3533 data_time: 0.0081 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 14:07:36] d2.utils.events INFO: eta: 13:02:18 iter: 44439 total_loss: 1.431 loss_cls: 0.005605 loss_box_reg: 0.0158 loss_rpn_cls: 0.0009568 loss_rpn_loc: 0.001503 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.0197 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002086 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.8242 last_time: 1.3472 data_time: 0.0084 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:08:02] d2.utils.events INFO: eta: 13:01:52 iter: 44459 total_loss: 1.442 loss_cls: 0.007648 loss_box_reg: 0.0255 loss_rpn_cls: 0.002292 loss_rpn_loc: 0.001741 loss_D_img_s: 0.7221 loss_cls_pseudo: 0.01497 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002361 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6653 time: 0.8244 last_time: 1.5208 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 14:08:27] d2.utils.events INFO: eta: 13:01:37 iter: 44479 total_loss: 1.44 loss_cls: 0.005463 loss_box_reg: 0.01445 loss_rpn_cls: 0.0008289 loss_rpn_loc: 0.0009545 loss_D_img_s: 0.7281 loss_cls_pseudo: 0.01899 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001771 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6639 time: 0.8246 last_time: 1.1993 data_time: 0.0077 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 14:08:53] d2.utils.events INFO: eta: 13:00:59 iter: 44499 total_loss: 1.431 loss_cls: 0.005203 loss_box_reg: 0.01454 loss_rpn_cls: 0.000839 loss_rpn_loc: 0.00106 loss_D_img_s: 0.6481 loss_cls_pseudo: 0.01734 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00426 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7196 time: 0.8248 last_time: 1.4203 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:09:20] d2.utils.events INFO: eta: 13:00:51 iter: 44519 total_loss: 1.439 loss_cls: 0.005575 loss_box_reg: 0.01634 loss_rpn_cls: 0.0006548 loss_rpn_loc: 0.001175 loss_D_img_s: 0.6384 loss_cls_pseudo: 0.02499 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004044 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7465 time: 0.8250 last_time: 1.3719 data_time: 0.0090 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 14:09:46] d2.utils.events INFO: eta: 13:00:31 iter: 44539 total_loss: 1.452 loss_cls: 0.006647 loss_box_reg: 0.02314 loss_rpn_cls: 0.0008569 loss_rpn_loc: 0.00124 loss_D_img_s: 0.6894 loss_cls_pseudo: 0.02448 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003235 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 0.8252 last_time: 1.2014 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 14:10:12] d2.utils.events INFO: eta: 13:00:22 iter: 44559 total_loss: 1.443 loss_cls: 0.006217 loss_box_reg: 0.01403 loss_rpn_cls: 0.0009825 loss_rpn_loc: 0.001336 loss_D_img_s: 0.7137 loss_cls_pseudo: 0.02316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005205 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.671 time: 0.8254 last_time: 1.3529 data_time: 0.0079 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 14:10:38] d2.utils.events INFO: eta: 12:59:55 iter: 44579 total_loss: 1.457 loss_cls: 0.007882 loss_box_reg: 0.01833 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.00114 loss_D_img_s: 0.704 loss_cls_pseudo: 0.02742 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006919 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6739 time: 0.8256 last_time: 1.1259 data_time: 0.0077 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 14:11:03] d2.utils.events INFO: eta: 12:59:24 iter: 44599 total_loss: 1.445 loss_cls: 0.005667 loss_box_reg: 0.01669 loss_rpn_cls: 0.001035 loss_rpn_loc: 0.00114 loss_D_img_s: 0.7093 loss_cls_pseudo: 0.01866 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003569 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6726 time: 0.8258 last_time: 1.2816 data_time: 0.0092 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 14:11:29] d2.utils.events INFO: eta: 12:59:01 iter: 44619 total_loss: 1.425 loss_cls: 0.005185 loss_box_reg: 0.01841 loss_rpn_cls: 0.0004531 loss_rpn_loc: 0.001277 loss_D_img_s: 0.7122 loss_cls_pseudo: 0.01168 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6668 time: 0.8260 last_time: 1.3572 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 14:11:54] d2.utils.events INFO: eta: 12:58:33 iter: 44639 total_loss: 1.429 loss_cls: 0.004261 loss_box_reg: 0.01449 loss_rpn_cls: 0.0005032 loss_rpn_loc: 0.0009761 loss_D_img_s: 0.7035 loss_cls_pseudo: 0.02329 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002639 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6752 time: 0.8263 last_time: 1.1799 data_time: 0.0077 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 14:12:19] d2.utils.events INFO: eta: 12:57:53 iter: 44659 total_loss: 1.445 loss_cls: 0.005299 loss_box_reg: 0.01767 loss_rpn_cls: 0.0004954 loss_rpn_loc: 0.001083 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.02439 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00353 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.8264 last_time: 1.5070 data_time: 0.0079 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 14:12:45] d2.utils.events INFO: eta: 12:57:05 iter: 44679 total_loss: 1.44 loss_cls: 0.004757 loss_box_reg: 0.01537 loss_rpn_cls: 0.000432 loss_rpn_loc: 0.001181 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.02633 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004126 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.8267 last_time: 1.3367 data_time: 0.0073 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 14:13:11] d2.utils.events INFO: eta: 12:57:06 iter: 44699 total_loss: 1.444 loss_cls: 0.00535 loss_box_reg: 0.01321 loss_rpn_cls: 0.001075 loss_rpn_loc: 0.001155 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.02406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004938 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.8269 last_time: 1.3607 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 14:13:37] d2.utils.events INFO: eta: 12:56:12 iter: 44719 total_loss: 1.436 loss_cls: 0.004507 loss_box_reg: 0.01591 loss_rpn_cls: 0.0005299 loss_rpn_loc: 0.001277 loss_D_img_s: 0.6785 loss_cls_pseudo: 0.01908 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003711 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7076 time: 0.8271 last_time: 1.3380 data_time: 0.0076 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/23 14:14:02] d2.utils.events INFO: eta: 12:54:12 iter: 44739 total_loss: 1.421 loss_cls: 0.004193 loss_box_reg: 0.01323 loss_rpn_cls: 0.0007638 loss_rpn_loc: 0.001103 loss_D_img_s: 0.7067 loss_cls_pseudo: 0.01372 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00171 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6658 time: 0.8273 last_time: 1.1888 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 14:14:28] d2.utils.events INFO: eta: 12:54:07 iter: 44759 total_loss: 1.435 loss_cls: 0.006379 loss_box_reg: 0.01645 loss_rpn_cls: 0.001011 loss_rpn_loc: 0.001385 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.01821 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.8275 last_time: 1.1561 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 14:14:54] d2.utils.events INFO: eta: 12:54:02 iter: 44779 total_loss: 1.429 loss_cls: 0.005011 loss_box_reg: 0.01448 loss_rpn_cls: 0.0006662 loss_rpn_loc: 0.001352 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.01612 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00276 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6867 time: 0.8277 last_time: 1.3347 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 14:15:20] d2.utils.events INFO: eta: 12:54:00 iter: 44799 total_loss: 1.424 loss_cls: 0.004548 loss_box_reg: 0.01252 loss_rpn_cls: 0.0003796 loss_rpn_loc: 0.0009735 loss_D_img_s: 0.6823 loss_cls_pseudo: 0.0138 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00186 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7001 time: 0.8279 last_time: 1.3015 data_time: 0.0080 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/23 14:15:45] d2.utils.events INFO: eta: 12:53:08 iter: 44819 total_loss: 1.432 loss_cls: 0.00441 loss_box_reg: 0.01425 loss_rpn_cls: 0.0005224 loss_rpn_loc: 0.001093 loss_D_img_s: 0.6906 loss_cls_pseudo: 0.01709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003961 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.8281 last_time: 1.0966 data_time: 0.0076 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 14:16:12] d2.utils.events INFO: eta: 12:53:38 iter: 44839 total_loss: 1.45 loss_cls: 0.003967 loss_box_reg: 0.01304 loss_rpn_cls: 0.0006702 loss_rpn_loc: 0.0009559 loss_D_img_s: 0.6991 loss_cls_pseudo: 0.02107 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003852 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.8283 last_time: 1.2203 data_time: 0.0082 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 14:16:38] d2.utils.events INFO: eta: 12:53:07 iter: 44859 total_loss: 1.428 loss_cls: 0.005517 loss_box_reg: 0.01821 loss_rpn_cls: 0.0007313 loss_rpn_loc: 0.001399 loss_D_img_s: 0.693 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003674 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.8285 last_time: 1.3315 data_time: 0.0076 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 14:17:05] d2.utils.events INFO: eta: 12:52:41 iter: 44879 total_loss: 1.453 loss_cls: 0.004964 loss_box_reg: 0.01753 loss_rpn_cls: 0.0007013 loss_rpn_loc: 0.001235 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.02913 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007282 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6684 time: 0.8287 last_time: 1.1672 data_time: 0.0077 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 14:17:30] d2.utils.events INFO: eta: 12:50:38 iter: 44899 total_loss: 1.451 loss_cls: 0.00798 loss_box_reg: 0.01686 loss_rpn_cls: 0.001831 loss_rpn_loc: 0.001232 loss_D_img_s: 0.7195 loss_cls_pseudo: 0.01874 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005621 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6774 time: 0.8289 last_time: 1.3015 data_time: 0.0073 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 14:17:55] d2.utils.events INFO: eta: 12:49:46 iter: 44919 total_loss: 1.454 loss_cls: 0.005689 loss_box_reg: 0.01798 loss_rpn_cls: 0.0006729 loss_rpn_loc: 0.001002 loss_D_img_s: 0.674 loss_cls_pseudo: 0.03216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004618 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7122 time: 0.8291 last_time: 1.1417 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 14:18:21] d2.utils.events INFO: eta: 12:49:42 iter: 44939 total_loss: 1.445 loss_cls: 0.005549 loss_box_reg: 0.01695 loss_rpn_cls: 0.001164 loss_rpn_loc: 0.001209 loss_D_img_s: 0.6638 loss_cls_pseudo: 0.0282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004204 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7203 time: 0.8293 last_time: 1.1585 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:18:48] d2.utils.events INFO: eta: 12:48:05 iter: 44959 total_loss: 1.426 loss_cls: 0.003184 loss_box_reg: 0.014 loss_rpn_cls: 0.0003625 loss_rpn_loc: 0.0008496 loss_D_img_s: 0.6701 loss_cls_pseudo: 0.0135 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7147 time: 0.8296 last_time: 1.1724 data_time: 0.0087 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 14:19:14] d2.utils.events INFO: eta: 12:47:39 iter: 44979 total_loss: 1.434 loss_cls: 0.008344 loss_box_reg: 0.01726 loss_rpn_cls: 0.001251 loss_rpn_loc: 0.001321 loss_D_img_s: 0.6727 loss_cls_pseudo: 0.01488 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003405 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7069 time: 0.8298 last_time: 1.4282 data_time: 0.0085 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 14:19:39] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0044999.pth [03/23 14:19:40] d2.data.common INFO: Serializing the dataset using: [03/23 14:19:40] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 14:19:40] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 14:19:40] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 14:19:40] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 14:19:43] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0114 s/iter. Inference: 0.1294 s/iter. Eval: 0.0002 s/iter. Total: 0.1411 s/iter. ETA=0:00:56 [03/23 14:19:48] d2.evaluation.evaluator INFO: Inference done 57/410. Dataloading: 0.0053 s/iter. Inference: 0.1073 s/iter. Eval: 0.0003 s/iter. Total: 0.1130 s/iter. ETA=0:00:39 [03/23 14:19:53] d2.evaluation.evaluator INFO: Inference done 107/410. Dataloading: 0.0038 s/iter. Inference: 0.1039 s/iter. Eval: 0.0003 s/iter. Total: 0.1081 s/iter. ETA=0:00:32 [03/23 14:19:58] d2.evaluation.evaluator INFO: Inference done 155/410. Dataloading: 0.0035 s/iter. Inference: 0.1038 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:27 [03/23 14:20:03] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0037 s/iter. Inference: 0.1033 s/iter. Eval: 0.0003 s/iter. Total: 0.1074 s/iter. ETA=0:00:22 [03/23 14:20:08] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0035 s/iter. Inference: 0.1025 s/iter. Eval: 0.0003 s/iter. Total: 0.1064 s/iter. ETA=0:00:16 [03/23 14:20:13] d2.evaluation.evaluator INFO: Inference done 303/410. Dataloading: 0.0038 s/iter. Inference: 0.1010 s/iter. Eval: 0.0003 s/iter. Total: 0.1052 s/iter. ETA=0:00:11 [03/23 14:20:18] d2.evaluation.evaluator INFO: Inference done 350/410. Dataloading: 0.0038 s/iter. Inference: 0.1014 s/iter. Eval: 0.0003 s/iter. Total: 0.1055 s/iter. ETA=0:00:06 [03/23 14:20:23] d2.evaluation.evaluator INFO: Inference done 400/410. Dataloading: 0.0036 s/iter. Inference: 0.1010 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:01 [03/23 14:20:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.386380 (0.104658 s / iter per device, on 1 devices) [03/23 14:20:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100445 s / iter per device, on 1 devices) [03/23 14:20:24] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 14:20:24] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 14:20:24] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 14:20:24] d2.evaluation.testing INFO: copypaste: 1.2396,4.4393,0.1374 [03/23 14:20:24] d2.data.common INFO: Serializing the dataset using: [03/23 14:20:24] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 14:20:24] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 14:20:24] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 14:20:24] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 14:20:28] d2.evaluation.evaluator INFO: Inference done 34/410. Dataloading: 0.0035 s/iter. Inference: 0.0982 s/iter. Eval: 0.0002 s/iter. Total: 0.1020 s/iter. ETA=0:00:38 [03/23 14:20:33] d2.evaluation.evaluator INFO: Inference done 85/410. Dataloading: 0.0031 s/iter. Inference: 0.0963 s/iter. Eval: 0.0003 s/iter. Total: 0.0997 s/iter. ETA=0:00:32 [03/23 14:20:38] d2.evaluation.evaluator INFO: Inference done 134/410. Dataloading: 0.0045 s/iter. Inference: 0.0957 s/iter. Eval: 0.0003 s/iter. Total: 0.1007 s/iter. ETA=0:00:27 [03/23 14:20:43] d2.evaluation.evaluator INFO: Inference done 188/410. Dataloading: 0.0040 s/iter. Inference: 0.0941 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:21 [03/23 14:20:48] d2.evaluation.evaluator INFO: Inference done 236/410. Dataloading: 0.0041 s/iter. Inference: 0.0952 s/iter. Eval: 0.0003 s/iter. Total: 0.0997 s/iter. ETA=0:00:17 [03/23 14:20:53] d2.evaluation.evaluator INFO: Inference done 290/410. Dataloading: 0.0039 s/iter. Inference: 0.0942 s/iter. Eval: 0.0003 s/iter. Total: 0.0985 s/iter. ETA=0:00:11 [03/23 14:20:59] d2.evaluation.evaluator INFO: Inference done 344/410. Dataloading: 0.0041 s/iter. Inference: 0.0934 s/iter. Eval: 0.0002 s/iter. Total: 0.0978 s/iter. ETA=0:00:06 [03/23 14:21:04] d2.evaluation.evaluator INFO: Inference done 394/410. Dataloading: 0.0042 s/iter. Inference: 0.0939 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:01 [03/23 14:21:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.119115 (0.099060 s / iter per device, on 1 devices) [03/23 14:21:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094235 s / iter per device, on 1 devices) [03/23 14:21:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 14:21:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 14:21:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 14:21:06] d2.evaluation.testing INFO: copypaste: 1.3598,6.6208,0.3277 [03/23 14:21:06] d2.utils.events INFO: eta: 12:46:35 iter: 44999 total_loss: 1.433 loss_cls: 0.004156 loss_box_reg: 0.01608 loss_rpn_cls: 0.0005808 loss_rpn_loc: 0.001429 loss_D_img_s: 0.6816 loss_cls_pseudo: 0.01455 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003472 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7038 time: 0.8300 last_time: 1.1875 data_time: 0.0096 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 14:21:32] d2.utils.events INFO: eta: 12:46:43 iter: 45019 total_loss: 1.444 loss_cls: 0.005548 loss_box_reg: 0.01584 loss_rpn_cls: 0.0005983 loss_rpn_loc: 0.001025 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.02209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005016 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.8302 last_time: 1.1765 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:21:57] d2.utils.events INFO: eta: 12:45:42 iter: 45039 total_loss: 1.435 loss_cls: 0.004596 loss_box_reg: 0.01783 loss_rpn_cls: 0.0005061 loss_rpn_loc: 0.001128 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.01851 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003561 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.8304 last_time: 1.3324 data_time: 0.0078 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 14:22:24] d2.utils.events INFO: eta: 12:45:07 iter: 45059 total_loss: 1.434 loss_cls: 0.003471 loss_box_reg: 0.01345 loss_rpn_cls: 0.0004715 loss_rpn_loc: 0.001121 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.02124 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002578 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 0.8306 last_time: 1.3807 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:22:49] d2.utils.events INFO: eta: 12:44:44 iter: 45079 total_loss: 1.449 loss_cls: 0.005879 loss_box_reg: 0.01908 loss_rpn_cls: 0.001017 loss_rpn_loc: 0.001315 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.02561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004562 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.8308 last_time: 1.2437 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 14:23:15] d2.utils.events INFO: eta: 12:44:58 iter: 45099 total_loss: 1.431 loss_cls: 0.005814 loss_box_reg: 0.01321 loss_rpn_cls: 0.001178 loss_rpn_loc: 0.00106 loss_D_img_s: 0.7047 loss_cls_pseudo: 0.01261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003316 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.8310 last_time: 1.1708 data_time: 0.0094 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 14:23:42] d2.utils.events INFO: eta: 12:44:33 iter: 45119 total_loss: 1.456 loss_cls: 0.00922 loss_box_reg: 0.02165 loss_rpn_cls: 0.001162 loss_rpn_loc: 0.001233 loss_D_img_s: 0.7091 loss_cls_pseudo: 0.02226 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004795 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6752 time: 0.8312 last_time: 1.3509 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 14:24:09] d2.utils.events INFO: eta: 12:44:42 iter: 45139 total_loss: 1.438 loss_cls: 0.008507 loss_box_reg: 0.0181 loss_rpn_cls: 0.001136 loss_rpn_loc: 0.001131 loss_D_img_s: 0.7043 loss_cls_pseudo: 0.02045 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.8314 last_time: 1.5545 data_time: 0.0083 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 14:24:35] d2.utils.events INFO: eta: 12:44:38 iter: 45159 total_loss: 1.442 loss_cls: 0.004803 loss_box_reg: 0.01685 loss_rpn_cls: 0.0007707 loss_rpn_loc: 0.001016 loss_D_img_s: 0.6821 loss_cls_pseudo: 0.02022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003909 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 0.8317 last_time: 1.3724 data_time: 0.0085 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 14:25:01] d2.utils.events INFO: eta: 12:44:19 iter: 45179 total_loss: 1.434 loss_cls: 0.007077 loss_box_reg: 0.01658 loss_rpn_cls: 0.0003576 loss_rpn_loc: 0.001525 loss_D_img_s: 0.67 loss_cls_pseudo: 0.022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00395 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7142 time: 0.8319 last_time: 1.3459 data_time: 0.0077 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 14:25:27] d2.utils.events INFO: eta: 12:44:00 iter: 45199 total_loss: 1.456 loss_cls: 0.006167 loss_box_reg: 0.01764 loss_rpn_cls: 0.001066 loss_rpn_loc: 0.001145 loss_D_img_s: 0.6672 loss_cls_pseudo: 0.02195 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005486 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7162 time: 0.8321 last_time: 1.4233 data_time: 0.0093 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 14:25:53] d2.utils.events INFO: eta: 12:43:10 iter: 45219 total_loss: 1.443 loss_cls: 0.005416 loss_box_reg: 0.01502 loss_rpn_cls: 0.0005808 loss_rpn_loc: 0.001417 loss_D_img_s: 0.6688 loss_cls_pseudo: 0.02296 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005322 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7088 time: 0.8323 last_time: 1.3115 data_time: 0.0085 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 14:26:19] d2.utils.events INFO: eta: 12:42:52 iter: 45239 total_loss: 1.426 loss_cls: 0.004131 loss_box_reg: 0.01334 loss_rpn_cls: 0.0005111 loss_rpn_loc: 0.001345 loss_D_img_s: 0.6765 loss_cls_pseudo: 0.01406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 0.8325 last_time: 1.3314 data_time: 0.0081 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 14:26:44] d2.utils.events INFO: eta: 12:42:17 iter: 45259 total_loss: 1.424 loss_cls: 0.003122 loss_box_reg: 0.01517 loss_rpn_cls: 0.0006238 loss_rpn_loc: 0.001019 loss_D_img_s: 0.7082 loss_cls_pseudo: 0.02139 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003185 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6691 time: 0.8327 last_time: 1.1903 data_time: 0.0086 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 14:27:10] d2.utils.events INFO: eta: 12:42:07 iter: 45279 total_loss: 1.418 loss_cls: 0.003851 loss_box_reg: 0.01525 loss_rpn_cls: 0.0006153 loss_rpn_loc: 0.001268 loss_D_img_s: 0.707 loss_cls_pseudo: 0.01299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003046 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6743 time: 0.8329 last_time: 1.5635 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 14:27:36] d2.utils.events INFO: eta: 12:41:12 iter: 45299 total_loss: 1.43 loss_cls: 0.004284 loss_box_reg: 0.01362 loss_rpn_cls: 0.000526 loss_rpn_loc: 0.001275 loss_D_img_s: 0.7041 loss_cls_pseudo: 0.02142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002099 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 0.8331 last_time: 1.3138 data_time: 0.0080 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 14:28:02] d2.utils.events INFO: eta: 12:41:07 iter: 45319 total_loss: 1.428 loss_cls: 0.004662 loss_box_reg: 0.01315 loss_rpn_cls: 0.0005929 loss_rpn_loc: 0.000923 loss_D_img_s: 0.6829 loss_cls_pseudo: 0.01858 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001822 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6986 time: 0.8333 last_time: 1.5582 data_time: 0.0084 last_data_time: 0.0157 lr: 0.01 max_mem: 12687M [03/23 14:28:28] d2.utils.events INFO: eta: 12:41:05 iter: 45339 total_loss: 1.453 loss_cls: 0.004238 loss_box_reg: 0.01579 loss_rpn_cls: 0.00073 loss_rpn_loc: 0.001434 loss_D_img_s: 0.684 loss_cls_pseudo: 0.02769 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006435 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.8335 last_time: 1.2154 data_time: 0.0080 last_data_time: 0.0115 lr: 0.01 max_mem: 12687M [03/23 14:28:55] d2.utils.events INFO: eta: 12:41:18 iter: 45359 total_loss: 1.438 loss_cls: 0.004569 loss_box_reg: 0.01862 loss_rpn_cls: 0.0008295 loss_rpn_loc: 0.001208 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.02096 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002694 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 0.8337 last_time: 1.2662 data_time: 0.0082 last_data_time: 0.0053 lr: 0.01 max_mem: 12687M [03/23 14:29:21] d2.utils.events INFO: eta: 12:40:28 iter: 45379 total_loss: 1.431 loss_cls: 0.003774 loss_box_reg: 0.01496 loss_rpn_cls: 0.000517 loss_rpn_loc: 0.001342 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.02257 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008307 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6922 time: 0.8339 last_time: 1.3904 data_time: 0.0076 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 14:29:47] d2.utils.events INFO: eta: 12:41:17 iter: 45399 total_loss: 1.441 loss_cls: 0.004935 loss_box_reg: 0.01539 loss_rpn_cls: 0.000531 loss_rpn_loc: 0.001097 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.02027 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004416 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 0.8341 last_time: 1.3210 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 14:30:14] d2.utils.events INFO: eta: 12:41:00 iter: 45419 total_loss: 1.452 loss_cls: 0.004322 loss_box_reg: 0.0171 loss_rpn_cls: 0.0008267 loss_rpn_loc: 0.001218 loss_D_img_s: 0.7089 loss_cls_pseudo: 0.02149 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6753 time: 0.8344 last_time: 1.1605 data_time: 0.0085 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:30:40] d2.utils.events INFO: eta: 12:39:57 iter: 45439 total_loss: 1.437 loss_cls: 0.005686 loss_box_reg: 0.02036 loss_rpn_cls: 0.0008197 loss_rpn_loc: 0.00131 loss_D_img_s: 0.6949 loss_cls_pseudo: 0.02308 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003303 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6773 time: 0.8346 last_time: 1.3864 data_time: 0.0085 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 14:31:07] d2.utils.events INFO: eta: 12:40:21 iter: 45459 total_loss: 1.417 loss_cls: 0.003984 loss_box_reg: 0.01366 loss_rpn_cls: 0.0004188 loss_rpn_loc: 0.001101 loss_D_img_s: 0.6813 loss_cls_pseudo: 0.0139 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002771 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.8348 last_time: 1.3735 data_time: 0.0084 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 14:31:33] d2.utils.events INFO: eta: 12:40:08 iter: 45479 total_loss: 1.435 loss_cls: 0.005563 loss_box_reg: 0.01578 loss_rpn_cls: 0.0006911 loss_rpn_loc: 0.00126 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01476 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002018 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 0.8350 last_time: 1.5496 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 14:31:59] d2.utils.events INFO: eta: 12:39:50 iter: 45499 total_loss: 1.425 loss_cls: 0.004378 loss_box_reg: 0.01451 loss_rpn_cls: 0.0004697 loss_rpn_loc: 0.001303 loss_D_img_s: 0.6716 loss_cls_pseudo: 0.01989 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005989 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 0.8352 last_time: 1.2040 data_time: 0.0087 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 14:32:32] d2.utils.events INFO: eta: 12:39:32 iter: 45519 total_loss: 1.431 loss_cls: 0.004499 loss_box_reg: 0.01371 loss_rpn_cls: 0.0004672 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6812 loss_cls_pseudo: 0.01678 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002433 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7034 time: 0.8356 last_time: 2.0313 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 14:33:03] d2.utils.events INFO: eta: 12:39:29 iter: 45539 total_loss: 1.446 loss_cls: 0.005349 loss_box_reg: 0.01713 loss_rpn_cls: 0.000548 loss_rpn_loc: 0.0009896 loss_D_img_s: 0.7052 loss_cls_pseudo: 0.01665 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002248 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6825 time: 0.8359 last_time: 1.3145 data_time: 0.0089 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 14:33:28] d2.utils.events INFO: eta: 12:38:33 iter: 45559 total_loss: 1.447 loss_cls: 0.003548 loss_box_reg: 0.01687 loss_rpn_cls: 0.0005706 loss_rpn_loc: 0.001356 loss_D_img_s: 0.7098 loss_cls_pseudo: 0.02592 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003253 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.8361 last_time: 1.1444 data_time: 0.0079 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 14:33:54] d2.utils.events INFO: eta: 12:38:11 iter: 45579 total_loss: 1.432 loss_cls: 0.006035 loss_box_reg: 0.01519 loss_rpn_cls: 0.001078 loss_rpn_loc: 0.001398 loss_D_img_s: 0.7163 loss_cls_pseudo: 0.01685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004828 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6646 time: 0.8363 last_time: 1.3786 data_time: 0.0077 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 14:34:21] d2.utils.events INFO: eta: 12:38:19 iter: 45599 total_loss: 1.437 loss_cls: 0.003803 loss_box_reg: 0.01519 loss_rpn_cls: 0.0005361 loss_rpn_loc: 0.001037 loss_D_img_s: 0.7046 loss_cls_pseudo: 0.01848 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003919 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.8365 last_time: 1.3383 data_time: 0.0088 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 14:34:47] d2.utils.events INFO: eta: 12:37:43 iter: 45619 total_loss: 1.461 loss_cls: 0.006759 loss_box_reg: 0.01761 loss_rpn_cls: 0.0008246 loss_rpn_loc: 0.001078 loss_D_img_s: 0.6967 loss_cls_pseudo: 0.02282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003521 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 0.8367 last_time: 1.5648 data_time: 0.0079 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 14:35:13] d2.utils.events INFO: eta: 12:38:03 iter: 45639 total_loss: 1.446 loss_cls: 0.00611 loss_box_reg: 0.02032 loss_rpn_cls: 0.001129 loss_rpn_loc: 0.001141 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.02012 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003912 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.704 time: 0.8369 last_time: 1.3249 data_time: 0.0087 last_data_time: 0.0181 lr: 0.01 max_mem: 12687M [03/23 14:35:38] d2.utils.events INFO: eta: 12:37:47 iter: 45659 total_loss: 1.442 loss_cls: 0.007377 loss_box_reg: 0.01891 loss_rpn_cls: 0.001166 loss_rpn_loc: 0.00126 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01844 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 0.8371 last_time: 1.1710 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:36:04] d2.utils.events INFO: eta: 12:36:40 iter: 45679 total_loss: 1.436 loss_cls: 0.004013 loss_box_reg: 0.01441 loss_rpn_cls: 0.0005042 loss_rpn_loc: 0.0009276 loss_D_img_s: 0.6829 loss_cls_pseudo: 0.02152 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00352 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7015 time: 0.8373 last_time: 1.1860 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 14:36:28] d2.utils.events INFO: eta: 12:35:41 iter: 45699 total_loss: 1.436 loss_cls: 0.005162 loss_box_reg: 0.01446 loss_rpn_cls: 0.0006671 loss_rpn_loc: 0.001018 loss_D_img_s: 0.6775 loss_cls_pseudo: 0.02669 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002907 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.702 time: 0.8374 last_time: 1.1984 data_time: 0.0077 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 14:36:54] d2.utils.events INFO: eta: 12:35:15 iter: 45719 total_loss: 1.43 loss_cls: 0.004767 loss_box_reg: 0.016 loss_rpn_cls: 0.0005746 loss_rpn_loc: 0.0009904 loss_D_img_s: 0.686 loss_cls_pseudo: 0.01167 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 0.8376 last_time: 1.1874 data_time: 0.0077 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 14:37:20] d2.utils.events INFO: eta: 12:35:21 iter: 45739 total_loss: 1.436 loss_cls: 0.004089 loss_box_reg: 0.01423 loss_rpn_cls: 0.0007661 loss_rpn_loc: 0.001409 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.01831 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004799 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7076 time: 0.8378 last_time: 1.3395 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 14:37:48] d2.utils.events INFO: eta: 12:35:49 iter: 45759 total_loss: 1.442 loss_cls: 0.004435 loss_box_reg: 0.0136 loss_rpn_cls: 0.0005212 loss_rpn_loc: 0.001081 loss_D_img_s: 0.6799 loss_cls_pseudo: 0.0188 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004882 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.8381 last_time: 1.3929 data_time: 0.0085 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 14:38:13] d2.utils.events INFO: eta: 12:34:12 iter: 45779 total_loss: 1.428 loss_cls: 0.00508 loss_box_reg: 0.0164 loss_rpn_cls: 0.000626 loss_rpn_loc: 0.001334 loss_D_img_s: 0.7002 loss_cls_pseudo: 0.02451 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005564 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.8383 last_time: 1.3512 data_time: 0.0078 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 14:38:39] d2.utils.events INFO: eta: 12:34:18 iter: 45799 total_loss: 1.426 loss_cls: 0.004996 loss_box_reg: 0.01302 loss_rpn_cls: 0.0004211 loss_rpn_loc: 0.001177 loss_D_img_s: 0.7132 loss_cls_pseudo: 0.018 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003727 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6631 time: 0.8385 last_time: 1.3529 data_time: 0.0076 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 14:39:05] d2.utils.events INFO: eta: 12:33:43 iter: 45819 total_loss: 1.442 loss_cls: 0.006596 loss_box_reg: 0.0182 loss_rpn_cls: 0.0007595 loss_rpn_loc: 0.00121 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.01357 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003731 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.8387 last_time: 1.3723 data_time: 0.0081 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 14:39:30] d2.utils.events INFO: eta: 12:32:26 iter: 45839 total_loss: 1.444 loss_cls: 0.003767 loss_box_reg: 0.0135 loss_rpn_cls: 0.0003406 loss_rpn_loc: 0.0008968 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.01989 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003774 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7004 time: 0.8388 last_time: 1.2446 data_time: 0.0081 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 14:39:56] d2.utils.events INFO: eta: 12:32:00 iter: 45859 total_loss: 1.425 loss_cls: 0.005794 loss_box_reg: 0.01636 loss_rpn_cls: 0.000603 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.01592 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003382 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 0.8390 last_time: 1.1541 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 14:40:21] d2.utils.events INFO: eta: 12:31:12 iter: 45879 total_loss: 1.431 loss_cls: 0.004039 loss_box_reg: 0.01331 loss_rpn_cls: 0.0006262 loss_rpn_loc: 0.0009582 loss_D_img_s: 0.6861 loss_cls_pseudo: 0.02003 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002525 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.8392 last_time: 1.3231 data_time: 0.0090 last_data_time: 0.0137 lr: 0.01 max_mem: 12687M [03/23 14:40:48] d2.utils.events INFO: eta: 12:31:19 iter: 45899 total_loss: 1.435 loss_cls: 0.004781 loss_box_reg: 0.01409 loss_rpn_cls: 0.0005236 loss_rpn_loc: 0.001356 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.01637 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004514 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.8394 last_time: 1.2952 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:41:14] d2.utils.events INFO: eta: 12:31:28 iter: 45919 total_loss: 1.454 loss_cls: 0.003895 loss_box_reg: 0.01458 loss_rpn_cls: 0.0006517 loss_rpn_loc: 0.001398 loss_D_img_s: 0.7052 loss_cls_pseudo: 0.01986 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006898 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 0.8396 last_time: 1.6012 data_time: 0.0083 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 14:41:40] d2.utils.events INFO: eta: 12:31:07 iter: 45939 total_loss: 1.435 loss_cls: 0.004398 loss_box_reg: 0.01399 loss_rpn_cls: 0.0008865 loss_rpn_loc: 0.0009704 loss_D_img_s: 0.7153 loss_cls_pseudo: 0.02148 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00572 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6691 time: 0.8398 last_time: 1.3995 data_time: 0.0077 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 14:42:07] d2.utils.events INFO: eta: 12:31:08 iter: 45959 total_loss: 1.443 loss_cls: 0.004148 loss_box_reg: 0.01589 loss_rpn_cls: 0.0009894 loss_rpn_loc: 0.001585 loss_D_img_s: 0.7283 loss_cls_pseudo: 0.02351 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005903 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.657 time: 0.8401 last_time: 1.4015 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:42:34] d2.utils.events INFO: eta: 12:31:06 iter: 45979 total_loss: 1.444 loss_cls: 0.004594 loss_box_reg: 0.01508 loss_rpn_cls: 0.0009187 loss_rpn_loc: 0.0009237 loss_D_img_s: 0.6951 loss_cls_pseudo: 0.0178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003757 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.8403 last_time: 1.4014 data_time: 0.0083 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 14:42:59] d2.data.common INFO: Serializing the dataset using: [03/23 14:42:59] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 14:42:59] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 14:42:59] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 14:42:59] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 14:43:01] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0056 s/iter. Inference: 0.0902 s/iter. Eval: 0.0002 s/iter. Total: 0.0960 s/iter. ETA=0:00:38 [03/23 14:43:06] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0043 s/iter. Inference: 0.1008 s/iter. Eval: 0.0004 s/iter. Total: 0.1056 s/iter. ETA=0:00:37 [03/23 14:43:11] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0044 s/iter. Inference: 0.1016 s/iter. Eval: 0.0005 s/iter. Total: 0.1064 s/iter. ETA=0:00:32 [03/23 14:43:16] d2.evaluation.evaluator INFO: Inference done 154/410. Dataloading: 0.0047 s/iter. Inference: 0.1006 s/iter. Eval: 0.0004 s/iter. Total: 0.1057 s/iter. ETA=0:00:27 [03/23 14:43:21] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0044 s/iter. Inference: 0.1007 s/iter. Eval: 0.0004 s/iter. Total: 0.1056 s/iter. ETA=0:00:21 [03/23 14:43:26] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0042 s/iter. Inference: 0.0998 s/iter. Eval: 0.0004 s/iter. Total: 0.1044 s/iter. ETA=0:00:16 [03/23 14:43:31] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0041 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:11 [03/23 14:43:36] d2.evaluation.evaluator INFO: Inference done 353/410. Dataloading: 0.0040 s/iter. Inference: 0.0986 s/iter. Eval: 0.0004 s/iter. Total: 0.1030 s/iter. ETA=0:00:05 [03/23 14:43:41] d2.evaluation.evaluator INFO: Inference done 408/410. Dataloading: 0.0038 s/iter. Inference: 0.0973 s/iter. Eval: 0.0003 s/iter. Total: 0.1015 s/iter. ETA=0:00:00 [03/23 14:43:41] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.184510 (0.101690 s / iter per device, on 1 devices) [03/23 14:43:41] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097308 s / iter per device, on 1 devices) [03/23 14:43:42] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 14:43:42] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 14:43:42] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 14:43:42] d2.evaluation.testing INFO: copypaste: 0.3560,2.4641,0.0000 [03/23 14:43:42] d2.data.common INFO: Serializing the dataset using: [03/23 14:43:42] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 14:43:42] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 14:43:42] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 14:43:42] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 14:43:46] d2.evaluation.evaluator INFO: Inference done 35/410. Dataloading: 0.0049 s/iter. Inference: 0.0922 s/iter. Eval: 0.0002 s/iter. Total: 0.0973 s/iter. ETA=0:00:36 [03/23 14:43:51] d2.evaluation.evaluator INFO: Inference done 89/410. Dataloading: 0.0038 s/iter. Inference: 0.0915 s/iter. Eval: 0.0002 s/iter. Total: 0.0957 s/iter. ETA=0:00:30 [03/23 14:43:56] d2.evaluation.evaluator INFO: Inference done 139/410. Dataloading: 0.0036 s/iter. Inference: 0.0937 s/iter. Eval: 0.0002 s/iter. Total: 0.0976 s/iter. ETA=0:00:26 [03/23 14:44:01] d2.evaluation.evaluator INFO: Inference done 186/410. Dataloading: 0.0043 s/iter. Inference: 0.0955 s/iter. Eval: 0.0003 s/iter. Total: 0.1002 s/iter. ETA=0:00:22 [03/23 14:44:06] d2.evaluation.evaluator INFO: Inference done 236/410. Dataloading: 0.0046 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.1006 s/iter. ETA=0:00:17 [03/23 14:44:11] d2.evaluation.evaluator INFO: Inference done 286/410. Dataloading: 0.0046 s/iter. Inference: 0.0957 s/iter. Eval: 0.0003 s/iter. Total: 0.1007 s/iter. ETA=0:00:12 [03/23 14:44:16] d2.evaluation.evaluator INFO: Inference done 338/410. Dataloading: 0.0044 s/iter. Inference: 0.0955 s/iter. Eval: 0.0003 s/iter. Total: 0.1002 s/iter. ETA=0:00:07 [03/23 14:44:21] d2.evaluation.evaluator INFO: Inference done 386/410. Dataloading: 0.0044 s/iter. Inference: 0.0961 s/iter. Eval: 0.0003 s/iter. Total: 0.1009 s/iter. ETA=0:00:02 [03/23 14:44:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.066888 (0.101400 s / iter per device, on 1 devices) [03/23 14:44:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.096203 s / iter per device, on 1 devices) [03/23 14:44:24] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 14:44:24] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 14:44:24] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 14:44:24] d2.evaluation.testing INFO: copypaste: 1.1043,5.5247,0.0305 [03/23 14:44:24] d2.utils.events INFO: eta: 12:29:54 iter: 45999 total_loss: 1.448 loss_cls: 0.006359 loss_box_reg: 0.01354 loss_rpn_cls: 0.0006801 loss_rpn_loc: 0.0008483 loss_D_img_s: 0.6568 loss_cls_pseudo: 0.0245 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004601 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7232 time: 0.8405 last_time: 1.3733 data_time: 0.0076 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:44:50] d2.utils.events INFO: eta: 12:29:27 iter: 46019 total_loss: 1.439 loss_cls: 0.005644 loss_box_reg: 0.01758 loss_rpn_cls: 0.0007033 loss_rpn_loc: 0.00136 loss_D_img_s: 0.661 loss_cls_pseudo: 0.02585 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00349 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7258 time: 0.8406 last_time: 1.4313 data_time: 0.0082 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 14:45:16] d2.utils.events INFO: eta: 12:28:55 iter: 46039 total_loss: 1.439 loss_cls: 0.004556 loss_box_reg: 0.016 loss_rpn_cls: 0.0009402 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01791 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004987 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7075 time: 0.8408 last_time: 1.3803 data_time: 0.0086 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 14:45:42] d2.utils.events INFO: eta: 12:28:56 iter: 46059 total_loss: 1.445 loss_cls: 0.00456 loss_box_reg: 0.01351 loss_rpn_cls: 0.0004478 loss_rpn_loc: 0.001025 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.02617 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004371 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 0.8411 last_time: 1.3501 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 14:46:08] d2.utils.events INFO: eta: 12:28:54 iter: 46079 total_loss: 1.436 loss_cls: 0.005447 loss_box_reg: 0.0168 loss_rpn_cls: 0.0006324 loss_rpn_loc: 0.001055 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.01823 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002868 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 0.8413 last_time: 1.1760 data_time: 0.0087 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 14:46:35] d2.utils.events INFO: eta: 12:28:27 iter: 46099 total_loss: 1.442 loss_cls: 0.004873 loss_box_reg: 0.01611 loss_rpn_cls: 0.0007921 loss_rpn_loc: 0.001303 loss_D_img_s: 0.7057 loss_cls_pseudo: 0.02129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00405 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6753 time: 0.8415 last_time: 1.3686 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 14:47:01] d2.utils.events INFO: eta: 12:27:15 iter: 46119 total_loss: 1.441 loss_cls: 0.00463 loss_box_reg: 0.01528 loss_rpn_cls: 0.0006577 loss_rpn_loc: 0.0008831 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.02911 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 0.8417 last_time: 1.3857 data_time: 0.0089 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 14:47:26] d2.utils.events INFO: eta: 12:26:17 iter: 46139 total_loss: 1.436 loss_cls: 0.003882 loss_box_reg: 0.01205 loss_rpn_cls: 0.000465 loss_rpn_loc: 0.001047 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.02178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00464 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.8419 last_time: 1.4078 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 14:47:52] d2.utils.events INFO: eta: 12:25:31 iter: 46159 total_loss: 1.444 loss_cls: 0.004376 loss_box_reg: 0.01711 loss_rpn_cls: 0.0006522 loss_rpn_loc: 0.001572 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.02064 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006848 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.8421 last_time: 1.3594 data_time: 0.0090 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 14:48:19] d2.utils.events INFO: eta: 12:25:18 iter: 46179 total_loss: 1.435 loss_cls: 0.004279 loss_box_reg: 0.01824 loss_rpn_cls: 0.001189 loss_rpn_loc: 0.001054 loss_D_img_s: 0.6746 loss_cls_pseudo: 0.02527 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004539 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6976 time: 0.8423 last_time: 1.3746 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 14:48:45] d2.utils.events INFO: eta: 12:25:18 iter: 46199 total_loss: 1.439 loss_cls: 0.006012 loss_box_reg: 0.01933 loss_rpn_cls: 0.00106 loss_rpn_loc: 0.001406 loss_D_img_s: 0.6819 loss_cls_pseudo: 0.0257 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004144 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 0.8425 last_time: 1.3588 data_time: 0.0083 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 14:49:12] d2.utils.events INFO: eta: 12:25:24 iter: 46219 total_loss: 1.425 loss_cls: 0.005298 loss_box_reg: 0.01644 loss_rpn_cls: 0.0004165 loss_rpn_loc: 0.001443 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.01759 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00275 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.8427 last_time: 1.3987 data_time: 0.0082 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 14:49:37] d2.utils.events INFO: eta: 12:24:30 iter: 46239 total_loss: 1.441 loss_cls: 0.006604 loss_box_reg: 0.01655 loss_rpn_cls: 0.0008001 loss_rpn_loc: 0.001135 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.0219 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002112 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.8429 last_time: 1.3570 data_time: 0.0089 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 14:50:04] d2.utils.events INFO: eta: 12:25:14 iter: 46259 total_loss: 1.427 loss_cls: 0.005003 loss_box_reg: 0.01592 loss_rpn_cls: 0.0008411 loss_rpn_loc: 0.001163 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.0169 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001713 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.8431 last_time: 1.3936 data_time: 0.0079 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/23 14:50:30] d2.utils.events INFO: eta: 12:24:29 iter: 46279 total_loss: 1.429 loss_cls: 0.005338 loss_box_reg: 0.01568 loss_rpn_cls: 0.0009019 loss_rpn_loc: 0.001153 loss_D_img_s: 0.7136 loss_cls_pseudo: 0.01534 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002122 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6703 time: 0.8433 last_time: 1.3506 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 14:50:55] d2.utils.events INFO: eta: 12:23:46 iter: 46299 total_loss: 1.422 loss_cls: 0.004275 loss_box_reg: 0.0146 loss_rpn_cls: 0.0003682 loss_rpn_loc: 0.001041 loss_D_img_s: 0.7192 loss_cls_pseudo: 0.01739 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003291 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6682 time: 0.8435 last_time: 1.2532 data_time: 0.0088 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 14:51:23] d2.utils.events INFO: eta: 12:24:00 iter: 46319 total_loss: 1.435 loss_cls: 0.004713 loss_box_reg: 0.01563 loss_rpn_cls: 0.0008517 loss_rpn_loc: 0.001133 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.01388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003658 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6896 time: 0.8437 last_time: 1.3805 data_time: 0.0094 last_data_time: 0.0159 lr: 0.01 max_mem: 12687M [03/23 14:51:48] d2.utils.events INFO: eta: 12:23:28 iter: 46339 total_loss: 1.435 loss_cls: 0.004332 loss_box_reg: 0.01513 loss_rpn_cls: 0.0004361 loss_rpn_loc: 0.0008122 loss_D_img_s: 0.6599 loss_cls_pseudo: 0.01959 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004139 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7276 time: 0.8439 last_time: 1.3881 data_time: 0.0084 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 14:52:14] d2.utils.events INFO: eta: 12:23:01 iter: 46359 total_loss: 1.431 loss_cls: 0.004757 loss_box_reg: 0.01417 loss_rpn_cls: 0.0005505 loss_rpn_loc: 0.001278 loss_D_img_s: 0.6775 loss_cls_pseudo: 0.01687 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002531 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7094 time: 0.8441 last_time: 1.1075 data_time: 0.0080 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 14:52:39] d2.utils.events INFO: eta: 12:22:00 iter: 46379 total_loss: 1.452 loss_cls: 0.005805 loss_box_reg: 0.01501 loss_rpn_cls: 0.0005468 loss_rpn_loc: 0.00134 loss_D_img_s: 0.7025 loss_cls_pseudo: 0.02126 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003951 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.689 time: 0.8442 last_time: 1.2534 data_time: 0.0080 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 14:53:05] d2.utils.events INFO: eta: 12:21:33 iter: 46399 total_loss: 1.453 loss_cls: 0.005996 loss_box_reg: 0.01512 loss_rpn_cls: 0.0006575 loss_rpn_loc: 0.001202 loss_D_img_s: 0.699 loss_cls_pseudo: 0.02441 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007505 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6972 time: 0.8444 last_time: 1.3540 data_time: 0.0085 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 14:53:32] d2.utils.events INFO: eta: 12:21:23 iter: 46419 total_loss: 1.431 loss_cls: 0.005034 loss_box_reg: 0.01528 loss_rpn_cls: 0.0007713 loss_rpn_loc: 0.001187 loss_D_img_s: 0.6063 loss_cls_pseudo: 0.03408 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006767 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7663 time: 0.8447 last_time: 1.3337 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 14:53:58] d2.utils.events INFO: eta: 12:20:40 iter: 46439 total_loss: 1.429 loss_cls: 0.00586 loss_box_reg: 0.01709 loss_rpn_cls: 0.0008047 loss_rpn_loc: 0.001413 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.02202 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004943 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.8449 last_time: 1.1780 data_time: 0.0089 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 14:54:25] d2.utils.events INFO: eta: 12:19:38 iter: 46459 total_loss: 1.407 loss_cls: 0.004592 loss_box_reg: 0.01462 loss_rpn_cls: 0.0007612 loss_rpn_loc: 0.00096 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.02356 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005133 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6656 time: 0.8451 last_time: 1.3567 data_time: 0.0081 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 14:54:50] d2.utils.events INFO: eta: 12:18:41 iter: 46479 total_loss: 1.425 loss_cls: 0.005546 loss_box_reg: 0.01692 loss_rpn_cls: 0.001256 loss_rpn_loc: 0.001317 loss_D_img_s: 0.6934 loss_cls_pseudo: 0.02019 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004697 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6683 time: 0.8452 last_time: 1.3913 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:55:15] d2.utils.events INFO: eta: 12:17:36 iter: 46499 total_loss: 1.436 loss_cls: 0.00587 loss_box_reg: 0.01665 loss_rpn_cls: 0.0009207 loss_rpn_loc: 0.001152 loss_D_img_s: 0.7082 loss_cls_pseudo: 0.0213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006694 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6638 time: 0.8454 last_time: 1.2911 data_time: 0.0088 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 14:55:42] d2.utils.events INFO: eta: 12:16:44 iter: 46519 total_loss: 1.438 loss_cls: 0.004533 loss_box_reg: 0.01522 loss_rpn_cls: 0.0008387 loss_rpn_loc: 0.00108 loss_D_img_s: 0.7041 loss_cls_pseudo: 0.02284 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003643 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6776 time: 0.8456 last_time: 1.3762 data_time: 0.0084 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 14:56:09] d2.utils.events INFO: eta: 12:16:16 iter: 46539 total_loss: 1.421 loss_cls: 0.004352 loss_box_reg: 0.0119 loss_rpn_cls: 0.0009025 loss_rpn_loc: 0.001005 loss_D_img_s: 0.6764 loss_cls_pseudo: 0.01492 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002476 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7069 time: 0.8458 last_time: 1.3053 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:56:34] d2.utils.events INFO: eta: 12:16:05 iter: 46559 total_loss: 1.424 loss_cls: 0.005039 loss_box_reg: 0.01415 loss_rpn_cls: 0.00051 loss_rpn_loc: 0.0009164 loss_D_img_s: 0.7047 loss_cls_pseudo: 0.0193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004581 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6737 time: 0.8460 last_time: 1.1366 data_time: 0.0076 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 14:57:02] d2.utils.events INFO: eta: 12:16:15 iter: 46579 total_loss: 1.42 loss_cls: 0.004746 loss_box_reg: 0.01453 loss_rpn_cls: 0.0008295 loss_rpn_loc: 0.001148 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.01588 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.8462 last_time: 1.2023 data_time: 0.0083 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 14:57:27] d2.utils.events INFO: eta: 12:15:16 iter: 46599 total_loss: 1.423 loss_cls: 0.005222 loss_box_reg: 0.01565 loss_rpn_cls: 0.0007625 loss_rpn_loc: 0.001167 loss_D_img_s: 0.7143 loss_cls_pseudo: 0.01644 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002384 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6557 time: 0.8464 last_time: 1.5324 data_time: 0.0076 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 14:57:53] d2.utils.events INFO: eta: 12:14:57 iter: 46619 total_loss: 1.434 loss_cls: 0.005363 loss_box_reg: 0.0144 loss_rpn_cls: 0.0004091 loss_rpn_loc: 0.0009711 loss_D_img_s: 0.6845 loss_cls_pseudo: 0.02354 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003679 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.8466 last_time: 1.3466 data_time: 0.0081 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 14:58:19] d2.utils.events INFO: eta: 12:14:12 iter: 46639 total_loss: 1.443 loss_cls: 0.005712 loss_box_reg: 0.01618 loss_rpn_cls: 0.0008182 loss_rpn_loc: 0.0009415 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.02021 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002804 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7049 time: 0.8468 last_time: 1.3508 data_time: 0.0084 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 14:58:45] d2.utils.events INFO: eta: 12:14:04 iter: 46659 total_loss: 1.45 loss_cls: 0.005815 loss_box_reg: 0.01602 loss_rpn_cls: 0.0006378 loss_rpn_loc: 0.001081 loss_D_img_s: 0.6688 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004188 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7157 time: 0.8470 last_time: 1.1976 data_time: 0.0085 last_data_time: 0.0118 lr: 0.01 max_mem: 12687M [03/23 14:59:11] d2.utils.events INFO: eta: 12:13:30 iter: 46679 total_loss: 1.42 loss_cls: 0.005781 loss_box_reg: 0.01544 loss_rpn_cls: 0.0009264 loss_rpn_loc: 0.001039 loss_D_img_s: 0.6872 loss_cls_pseudo: 0.01416 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004513 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.8472 last_time: 1.1172 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 14:59:37] d2.utils.events INFO: eta: 12:14:23 iter: 46699 total_loss: 1.409 loss_cls: 0.006701 loss_box_reg: 0.01958 loss_rpn_cls: 0.0009564 loss_rpn_loc: 0.001317 loss_D_img_s: 0.688 loss_cls_pseudo: 0.01216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001205 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6783 time: 0.8474 last_time: 1.1831 data_time: 0.0084 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 15:00:03] d2.utils.events INFO: eta: 12:13:57 iter: 46719 total_loss: 1.399 loss_cls: 0.003771 loss_box_reg: 0.01356 loss_rpn_cls: 0.00045 loss_rpn_loc: 0.001332 loss_D_img_s: 0.6764 loss_cls_pseudo: 0.01263 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002535 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.8476 last_time: 1.1356 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 15:00:30] d2.utils.events INFO: eta: 12:13:28 iter: 46739 total_loss: 1.441 loss_cls: 0.005443 loss_box_reg: 0.01515 loss_rpn_cls: 0.0007493 loss_rpn_loc: 0.0009187 loss_D_img_s: 0.707 loss_cls_pseudo: 0.02377 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00452 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6643 time: 0.8478 last_time: 1.4227 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 15:00:56] d2.utils.events INFO: eta: 12:11:49 iter: 46759 total_loss: 1.452 loss_cls: 0.004917 loss_box_reg: 0.01761 loss_rpn_cls: 0.0005974 loss_rpn_loc: 0.0009824 loss_D_img_s: 0.707 loss_cls_pseudo: 0.03457 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005955 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.8480 last_time: 1.5210 data_time: 0.0085 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 15:01:22] d2.utils.events INFO: eta: 12:11:23 iter: 46779 total_loss: 1.44 loss_cls: 0.004756 loss_box_reg: 0.01547 loss_rpn_cls: 0.0005598 loss_rpn_loc: 0.001122 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01803 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006429 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.8482 last_time: 1.3632 data_time: 0.0079 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:01:49] d2.utils.events INFO: eta: 12:11:11 iter: 46799 total_loss: 1.426 loss_cls: 0.003902 loss_box_reg: 0.01432 loss_rpn_cls: 0.00044 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.01673 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001072 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.8484 last_time: 1.2168 data_time: 0.0097 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 15:02:14] d2.utils.events INFO: eta: 12:10:29 iter: 46819 total_loss: 1.431 loss_cls: 0.004766 loss_box_reg: 0.01546 loss_rpn_cls: 0.0005005 loss_rpn_loc: 0.0008433 loss_D_img_s: 0.699 loss_cls_pseudo: 0.02099 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6782 time: 0.8486 last_time: 1.1783 data_time: 0.0075 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:02:39] d2.utils.events INFO: eta: 12:11:15 iter: 46839 total_loss: 1.436 loss_cls: 0.004551 loss_box_reg: 0.01569 loss_rpn_cls: 0.001147 loss_rpn_loc: 0.001419 loss_D_img_s: 0.6629 loss_cls_pseudo: 0.01564 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004232 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.717 time: 0.8488 last_time: 1.1900 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 15:03:06] d2.utils.events INFO: eta: 12:11:02 iter: 46859 total_loss: 1.436 loss_cls: 0.005204 loss_box_reg: 0.01595 loss_rpn_cls: 0.0005736 loss_rpn_loc: 0.001164 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.01702 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003358 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 0.8490 last_time: 1.1473 data_time: 0.0085 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 15:03:32] d2.utils.events INFO: eta: 12:11:33 iter: 46879 total_loss: 1.432 loss_cls: 0.005072 loss_box_reg: 0.01733 loss_rpn_cls: 0.0003755 loss_rpn_loc: 0.001445 loss_D_img_s: 0.6743 loss_cls_pseudo: 0.01999 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002979 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 0.8491 last_time: 1.2707 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 15:03:57] d2.utils.events INFO: eta: 12:09:38 iter: 46899 total_loss: 1.419 loss_cls: 0.005717 loss_box_reg: 0.01806 loss_rpn_cls: 0.0005088 loss_rpn_loc: 0.001384 loss_D_img_s: 0.6751 loss_cls_pseudo: 0.01626 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002627 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 0.8493 last_time: 1.1311 data_time: 0.0083 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 15:04:24] d2.utils.events INFO: eta: 12:10:39 iter: 46919 total_loss: 1.414 loss_cls: 0.003482 loss_box_reg: 0.01102 loss_rpn_cls: 0.0006185 loss_rpn_loc: 0.0009676 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.0154 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002029 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.8495 last_time: 1.1489 data_time: 0.0089 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 15:04:51] d2.utils.events INFO: eta: 12:10:14 iter: 46939 total_loss: 1.413 loss_cls: 0.006139 loss_box_reg: 0.01615 loss_rpn_cls: 0.001029 loss_rpn_loc: 0.001143 loss_D_img_s: 0.676 loss_cls_pseudo: 0.01458 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003296 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.8497 last_time: 1.3617 data_time: 0.0093 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 15:05:18] d2.utils.events INFO: eta: 12:09:58 iter: 46959 total_loss: 1.446 loss_cls: 0.005457 loss_box_reg: 0.01441 loss_rpn_cls: 0.0006781 loss_rpn_loc: 0.001033 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.0223 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004038 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.8500 last_time: 1.4095 data_time: 0.0087 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 15:05:45] d2.utils.events INFO: eta: 12:09:32 iter: 46979 total_loss: 1.442 loss_cls: 0.004913 loss_box_reg: 0.01617 loss_rpn_cls: 0.0007568 loss_rpn_loc: 0.001143 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.02228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004649 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 0.8502 last_time: 1.2822 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 15:06:10] d2.data.common INFO: Serializing the dataset using: [03/23 15:06:10] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 15:06:10] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 15:06:10] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 15:06:10] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 15:06:13] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0196 s/iter. Inference: 0.1232 s/iter. Eval: 0.0009 s/iter. Total: 0.1436 s/iter. ETA=0:00:57 [03/23 15:06:18] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0051 s/iter. Inference: 0.1039 s/iter. Eval: 0.0003 s/iter. Total: 0.1094 s/iter. ETA=0:00:38 [03/23 15:06:23] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0049 s/iter. Inference: 0.0996 s/iter. Eval: 0.0003 s/iter. Total: 0.1048 s/iter. ETA=0:00:31 [03/23 15:06:28] d2.evaluation.evaluator INFO: Inference done 154/410. Dataloading: 0.0051 s/iter. Inference: 0.1023 s/iter. Eval: 0.0003 s/iter. Total: 0.1079 s/iter. ETA=0:00:27 [03/23 15:06:33] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0045 s/iter. Inference: 0.1021 s/iter. Eval: 0.0003 s/iter. Total: 0.1070 s/iter. ETA=0:00:22 [03/23 15:06:38] d2.evaluation.evaluator INFO: Inference done 250/410. Dataloading: 0.0042 s/iter. Inference: 0.1021 s/iter. Eval: 0.0003 s/iter. Total: 0.1067 s/iter. ETA=0:00:17 [03/23 15:06:43] d2.evaluation.evaluator INFO: Inference done 295/410. Dataloading: 0.0043 s/iter. Inference: 0.1030 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:12 [03/23 15:06:48] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0043 s/iter. Inference: 0.1029 s/iter. Eval: 0.0003 s/iter. Total: 0.1076 s/iter. ETA=0:00:07 [03/23 15:06:53] d2.evaluation.evaluator INFO: Inference done 391/410. Dataloading: 0.0043 s/iter. Inference: 0.1026 s/iter. Eval: 0.0003 s/iter. Total: 0.1073 s/iter. ETA=0:00:02 [03/23 15:06:55] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.414901 (0.107197 s / iter per device, on 1 devices) [03/23 15:06:55] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.102231 s / iter per device, on 1 devices) [03/23 15:06:55] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 15:06:55] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 15:06:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 15:06:55] d2.evaluation.testing INFO: copypaste: 0.4678,3.2733,0.0000 [03/23 15:06:55] d2.data.common INFO: Serializing the dataset using: [03/23 15:06:55] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 15:06:55] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 15:06:55] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 15:06:55] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 15:06:58] d2.evaluation.evaluator INFO: Inference done 19/410. Dataloading: 0.0027 s/iter. Inference: 0.1136 s/iter. Eval: 0.0002 s/iter. Total: 0.1168 s/iter. ETA=0:00:45 [03/23 15:07:03] d2.evaluation.evaluator INFO: Inference done 65/410. Dataloading: 0.0029 s/iter. Inference: 0.1087 s/iter. Eval: 0.0003 s/iter. Total: 0.1120 s/iter. ETA=0:00:38 [03/23 15:07:08] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0034 s/iter. Inference: 0.1078 s/iter. Eval: 0.0004 s/iter. Total: 0.1117 s/iter. ETA=0:00:33 [03/23 15:07:13] d2.evaluation.evaluator INFO: Inference done 156/410. Dataloading: 0.0050 s/iter. Inference: 0.1058 s/iter. Eval: 0.0004 s/iter. Total: 0.1113 s/iter. ETA=0:00:28 [03/23 15:07:18] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0047 s/iter. Inference: 0.1046 s/iter. Eval: 0.0004 s/iter. Total: 0.1098 s/iter. ETA=0:00:22 [03/23 15:07:23] d2.evaluation.evaluator INFO: Inference done 251/410. Dataloading: 0.0045 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1094 s/iter. ETA=0:00:17 [03/23 15:07:29] d2.evaluation.evaluator INFO: Inference done 298/410. Dataloading: 0.0044 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1090 s/iter. ETA=0:00:12 [03/23 15:07:34] d2.evaluation.evaluator INFO: Inference done 340/410. Dataloading: 0.0048 s/iter. Inference: 0.1051 s/iter. Eval: 0.0003 s/iter. Total: 0.1103 s/iter. ETA=0:00:07 [03/23 15:07:39] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0048 s/iter. Inference: 0.1055 s/iter. Eval: 0.0003 s/iter. Total: 0.1107 s/iter. ETA=0:00:02 [03/23 15:07:41] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.775275 (0.110556 s / iter per device, on 1 devices) [03/23 15:07:41] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.105160 s / iter per device, on 1 devices) [03/23 15:07:42] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 15:07:42] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 15:07:42] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 15:07:42] d2.evaluation.testing INFO: copypaste: 1.8120,8.3700,0.0256 [03/23 15:07:42] d2.utils.events INFO: eta: 12:09:28 iter: 46999 total_loss: 1.44 loss_cls: 0.006355 loss_box_reg: 0.02165 loss_rpn_cls: 0.0008777 loss_rpn_loc: 0.001359 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.01602 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002833 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.8504 last_time: 1.3368 data_time: 0.0088 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 15:08:09] d2.utils.events INFO: eta: 12:09:35 iter: 47019 total_loss: 1.444 loss_cls: 0.00539 loss_box_reg: 0.01418 loss_rpn_cls: 0.0006134 loss_rpn_loc: 0.001441 loss_D_img_s: 0.6844 loss_cls_pseudo: 0.01412 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.703 time: 0.8506 last_time: 1.3973 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 15:08:34] d2.utils.events INFO: eta: 12:09:09 iter: 47039 total_loss: 1.416 loss_cls: 0.003629 loss_box_reg: 0.01368 loss_rpn_cls: 0.0004913 loss_rpn_loc: 0.0009808 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.01236 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001733 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6848 time: 0.8507 last_time: 1.4191 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 15:09:01] d2.utils.events INFO: eta: 12:08:42 iter: 47059 total_loss: 1.433 loss_cls: 0.004404 loss_box_reg: 0.01685 loss_rpn_cls: 0.0004384 loss_rpn_loc: 0.0009849 loss_D_img_s: 0.7067 loss_cls_pseudo: 0.01635 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001146 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6783 time: 0.8509 last_time: 1.1729 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 15:09:27] d2.utils.events INFO: eta: 12:08:16 iter: 47079 total_loss: 1.444 loss_cls: 0.006159 loss_box_reg: 0.01456 loss_rpn_cls: 0.0007559 loss_rpn_loc: 0.001346 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.02261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007446 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.8511 last_time: 1.1965 data_time: 0.0082 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 15:09:59] d2.utils.events INFO: eta: 12:08:38 iter: 47099 total_loss: 1.441 loss_cls: 0.004836 loss_box_reg: 0.01431 loss_rpn_cls: 0.000624 loss_rpn_loc: 0.001015 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.02354 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004401 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.8515 last_time: 1.5244 data_time: 0.0091 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 15:10:31] d2.utils.events INFO: eta: 12:09:49 iter: 47119 total_loss: 1.434 loss_cls: 0.003959 loss_box_reg: 0.01468 loss_rpn_cls: 0.0007002 loss_rpn_loc: 0.001127 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01894 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004032 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.8518 last_time: 1.3699 data_time: 0.0082 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 15:10:58] d2.utils.events INFO: eta: 12:09:33 iter: 47139 total_loss: 1.435 loss_cls: 0.004096 loss_box_reg: 0.01245 loss_rpn_cls: 0.0004846 loss_rpn_loc: 0.001015 loss_D_img_s: 0.7017 loss_cls_pseudo: 0.01557 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00372 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.8520 last_time: 1.4675 data_time: 0.0091 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 15:11:23] d2.utils.events INFO: eta: 12:08:48 iter: 47159 total_loss: 1.42 loss_cls: 0.004493 loss_box_reg: 0.01364 loss_rpn_cls: 0.0004698 loss_rpn_loc: 0.001534 loss_D_img_s: 0.691 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002575 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.8522 last_time: 1.2132 data_time: 0.0076 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 15:11:50] d2.utils.events INFO: eta: 12:06:55 iter: 47179 total_loss: 1.458 loss_cls: 0.005787 loss_box_reg: 0.01734 loss_rpn_cls: 0.0009662 loss_rpn_loc: 0.001302 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.0299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00757 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.8524 last_time: 1.3972 data_time: 0.0103 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 15:12:17] d2.utils.events INFO: eta: 12:06:22 iter: 47199 total_loss: 1.441 loss_cls: 0.004927 loss_box_reg: 0.01683 loss_rpn_cls: 0.0007139 loss_rpn_loc: 0.0009796 loss_D_img_s: 0.6907 loss_cls_pseudo: 0.02749 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005196 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.8526 last_time: 1.5167 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 15:12:43] d2.utils.events INFO: eta: 12:05:51 iter: 47219 total_loss: 1.446 loss_cls: 0.00693 loss_box_reg: 0.01687 loss_rpn_cls: 0.001053 loss_rpn_loc: 0.001234 loss_D_img_s: 0.697 loss_cls_pseudo: 0.02185 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004915 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6839 time: 0.8528 last_time: 1.2142 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 15:13:10] d2.utils.events INFO: eta: 12:07:03 iter: 47239 total_loss: 1.437 loss_cls: 0.003904 loss_box_reg: 0.01281 loss_rpn_cls: 0.0004929 loss_rpn_loc: 0.0009479 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.02324 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002193 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.8530 last_time: 1.2547 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 15:13:36] d2.utils.events INFO: eta: 12:05:34 iter: 47259 total_loss: 1.449 loss_cls: 0.006172 loss_box_reg: 0.01597 loss_rpn_cls: 0.000724 loss_rpn_loc: 0.0009704 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.01694 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003311 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6972 time: 0.8532 last_time: 1.2035 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 15:14:02] d2.utils.events INFO: eta: 12:05:11 iter: 47279 total_loss: 1.441 loss_cls: 0.005187 loss_box_reg: 0.01798 loss_rpn_cls: 0.0004157 loss_rpn_loc: 0.001527 loss_D_img_s: 0.6642 loss_cls_pseudo: 0.02458 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005671 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7194 time: 0.8534 last_time: 1.3442 data_time: 0.0075 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 15:14:29] d2.utils.events INFO: eta: 12:05:54 iter: 47299 total_loss: 1.448 loss_cls: 0.005636 loss_box_reg: 0.01583 loss_rpn_cls: 0.0007904 loss_rpn_loc: 0.00108 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.01929 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003514 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.696 time: 0.8536 last_time: 1.2238 data_time: 0.0085 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 15:14:55] d2.utils.events INFO: eta: 12:05:28 iter: 47319 total_loss: 1.42 loss_cls: 0.004336 loss_box_reg: 0.0151 loss_rpn_cls: 0.0007822 loss_rpn_loc: 0.0009371 loss_D_img_s: 0.7165 loss_cls_pseudo: 0.01142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001585 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6617 time: 0.8538 last_time: 1.3460 data_time: 0.0079 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 15:15:21] d2.utils.events INFO: eta: 12:05:25 iter: 47339 total_loss: 1.429 loss_cls: 0.006161 loss_box_reg: 0.01626 loss_rpn_cls: 0.0005912 loss_rpn_loc: 0.001423 loss_D_img_s: 0.7016 loss_cls_pseudo: 0.01813 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004989 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.8540 last_time: 1.3453 data_time: 0.0084 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 15:15:48] d2.utils.events INFO: eta: 12:05:43 iter: 47359 total_loss: 1.424 loss_cls: 0.004667 loss_box_reg: 0.01424 loss_rpn_cls: 0.0004619 loss_rpn_loc: 0.001115 loss_D_img_s: 0.6898 loss_cls_pseudo: 0.01376 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6979 time: 0.8541 last_time: 1.5751 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 15:16:14] d2.utils.events INFO: eta: 12:04:43 iter: 47379 total_loss: 1.45 loss_cls: 0.003761 loss_box_reg: 0.01527 loss_rpn_cls: 0.000575 loss_rpn_loc: 0.00144 loss_D_img_s: 0.7175 loss_cls_pseudo: 0.01931 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002034 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6722 time: 0.8543 last_time: 1.2845 data_time: 0.0086 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 15:16:40] d2.utils.events INFO: eta: 12:04:16 iter: 47399 total_loss: 1.433 loss_cls: 0.004687 loss_box_reg: 0.01424 loss_rpn_cls: 0.0005694 loss_rpn_loc: 0.001104 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.02284 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003733 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6722 time: 0.8545 last_time: 1.3649 data_time: 0.0085 last_data_time: 0.0170 lr: 0.01 max_mem: 12687M [03/23 15:17:06] d2.utils.events INFO: eta: 12:03:04 iter: 47419 total_loss: 1.436 loss_cls: 0.007326 loss_box_reg: 0.0181 loss_rpn_cls: 0.001321 loss_rpn_loc: 0.001364 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.0233 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005027 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6687 time: 0.8547 last_time: 1.4251 data_time: 0.0076 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:17:32] d2.utils.events INFO: eta: 12:02:49 iter: 47439 total_loss: 1.429 loss_cls: 0.006172 loss_box_reg: 0.01687 loss_rpn_cls: 0.0006021 loss_rpn_loc: 0.001167 loss_D_img_s: 0.6779 loss_cls_pseudo: 0.02346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004063 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.8549 last_time: 1.3744 data_time: 0.0086 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 15:17:59] d2.utils.events INFO: eta: 12:03:40 iter: 47459 total_loss: 1.436 loss_cls: 0.004907 loss_box_reg: 0.01691 loss_rpn_cls: 0.0006066 loss_rpn_loc: 0.0009437 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.02247 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002987 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.8551 last_time: 1.1545 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 15:18:25] d2.utils.events INFO: eta: 12:03:47 iter: 47479 total_loss: 1.426 loss_cls: 0.005201 loss_box_reg: 0.01492 loss_rpn_cls: 0.0006448 loss_rpn_loc: 0.001468 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.01536 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001413 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 0.8553 last_time: 1.3444 data_time: 0.0090 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 15:18:51] d2.utils.events INFO: eta: 12:04:08 iter: 47499 total_loss: 1.452 loss_cls: 0.008473 loss_box_reg: 0.01873 loss_rpn_cls: 0.001174 loss_rpn_loc: 0.001137 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.02225 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004249 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.8555 last_time: 1.1509 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 15:19:17] d2.utils.events INFO: eta: 12:02:54 iter: 47519 total_loss: 1.435 loss_cls: 0.003989 loss_box_reg: 0.01347 loss_rpn_cls: 0.0003834 loss_rpn_loc: 0.0009656 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02593 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003737 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.678 time: 0.8557 last_time: 1.3391 data_time: 0.0077 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 15:19:43] d2.utils.events INFO: eta: 12:02:50 iter: 47539 total_loss: 1.451 loss_cls: 0.006393 loss_box_reg: 0.01839 loss_rpn_cls: 0.001166 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6823 loss_cls_pseudo: 0.02565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005671 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6998 time: 0.8559 last_time: 1.1577 data_time: 0.0079 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 15:20:09] d2.utils.events INFO: eta: 12:02:40 iter: 47559 total_loss: 1.428 loss_cls: 0.005027 loss_box_reg: 0.01492 loss_rpn_cls: 0.001148 loss_rpn_loc: 0.001021 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.02132 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002108 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6918 time: 0.8560 last_time: 1.2363 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 15:20:36] d2.utils.events INFO: eta: 12:01:34 iter: 47579 total_loss: 1.439 loss_cls: 0.004994 loss_box_reg: 0.01642 loss_rpn_cls: 0.0004745 loss_rpn_loc: 0.0009456 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.02424 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.8562 last_time: 1.4494 data_time: 0.0089 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 15:21:01] d2.utils.events INFO: eta: 12:00:14 iter: 47599 total_loss: 1.449 loss_cls: 0.004353 loss_box_reg: 0.01491 loss_rpn_cls: 0.0002999 loss_rpn_loc: 0.0009877 loss_D_img_s: 0.6861 loss_cls_pseudo: 0.02551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004634 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.8564 last_time: 1.1666 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 15:21:28] d2.utils.events INFO: eta: 11:59:27 iter: 47619 total_loss: 1.438 loss_cls: 0.005555 loss_box_reg: 0.01385 loss_rpn_cls: 0.000655 loss_rpn_loc: 0.001043 loss_D_img_s: 0.6675 loss_cls_pseudo: 0.01982 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002337 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7146 time: 0.8566 last_time: 1.5825 data_time: 0.0081 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 15:21:54] d2.utils.events INFO: eta: 11:58:22 iter: 47639 total_loss: 1.432 loss_cls: 0.004382 loss_box_reg: 0.01518 loss_rpn_cls: 0.0006176 loss_rpn_loc: 0.001052 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01769 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7015 time: 0.8568 last_time: 1.1700 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 15:22:20] d2.utils.events INFO: eta: 11:57:49 iter: 47659 total_loss: 1.438 loss_cls: 0.005996 loss_box_reg: 0.01817 loss_rpn_cls: 0.00113 loss_rpn_loc: 0.0009652 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01871 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001637 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7042 time: 0.8570 last_time: 1.2256 data_time: 0.0081 last_data_time: 0.0106 lr: 0.01 max_mem: 12687M [03/23 15:22:47] d2.utils.events INFO: eta: 11:58:07 iter: 47679 total_loss: 1.42 loss_cls: 0.004268 loss_box_reg: 0.01465 loss_rpn_cls: 0.0005042 loss_rpn_loc: 0.001346 loss_D_img_s: 0.6562 loss_cls_pseudo: 0.01917 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002584 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7072 time: 0.8572 last_time: 1.3611 data_time: 0.0080 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 15:23:13] d2.utils.events INFO: eta: 11:57:01 iter: 47699 total_loss: 1.432 loss_cls: 0.007407 loss_box_reg: 0.01675 loss_rpn_cls: 0.000532 loss_rpn_loc: 0.0009565 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.01649 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001676 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.8574 last_time: 1.3416 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 15:23:40] d2.utils.events INFO: eta: 11:57:53 iter: 47719 total_loss: 1.452 loss_cls: 0.005941 loss_box_reg: 0.01531 loss_rpn_cls: 0.0007594 loss_rpn_loc: 0.001206 loss_D_img_s: 0.709 loss_cls_pseudo: 0.02468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6747 time: 0.8576 last_time: 1.1872 data_time: 0.0090 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 15:24:06] d2.utils.events INFO: eta: 11:56:47 iter: 47739 total_loss: 1.443 loss_cls: 0.004087 loss_box_reg: 0.01411 loss_rpn_cls: 0.0003565 loss_rpn_loc: 0.001077 loss_D_img_s: 0.7286 loss_cls_pseudo: 0.01912 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003864 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.663 time: 0.8578 last_time: 1.3300 data_time: 0.0081 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 15:24:32] d2.utils.events INFO: eta: 11:57:00 iter: 47759 total_loss: 1.429 loss_cls: 0.004786 loss_box_reg: 0.0135 loss_rpn_cls: 0.0003734 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.0234 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005211 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 0.8580 last_time: 1.4040 data_time: 0.0085 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 15:24:58] d2.utils.events INFO: eta: 11:57:07 iter: 47779 total_loss: 1.428 loss_cls: 0.006325 loss_box_reg: 0.0176 loss_rpn_cls: 0.0009196 loss_rpn_loc: 0.001128 loss_D_img_s: 0.7055 loss_cls_pseudo: 0.01449 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001127 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.8582 last_time: 1.3469 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:25:25] d2.utils.events INFO: eta: 11:56:08 iter: 47799 total_loss: 1.423 loss_cls: 0.005057 loss_box_reg: 0.01566 loss_rpn_cls: 0.000424 loss_rpn_loc: 0.001369 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.01859 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003289 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.8584 last_time: 1.1702 data_time: 0.0089 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:25:52] d2.utils.events INFO: eta: 11:56:52 iter: 47819 total_loss: 1.451 loss_cls: 0.005321 loss_box_reg: 0.0154 loss_rpn_cls: 0.001342 loss_rpn_loc: 0.001346 loss_D_img_s: 0.6817 loss_cls_pseudo: 0.02457 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004338 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7034 time: 0.8586 last_time: 1.3604 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 15:26:18] d2.utils.events INFO: eta: 11:56:28 iter: 47839 total_loss: 1.442 loss_cls: 0.0038 loss_box_reg: 0.0136 loss_rpn_cls: 0.0004398 loss_rpn_loc: 0.001006 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.02595 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004259 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 0.8587 last_time: 1.4296 data_time: 0.0079 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 15:26:44] d2.utils.events INFO: eta: 11:56:06 iter: 47859 total_loss: 1.419 loss_cls: 0.003842 loss_box_reg: 0.01412 loss_rpn_cls: 0.0005481 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6737 loss_cls_pseudo: 0.01709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003528 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7048 time: 0.8589 last_time: 1.1918 data_time: 0.0085 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 15:27:11] d2.utils.events INFO: eta: 11:56:33 iter: 47879 total_loss: 1.444 loss_cls: 0.003904 loss_box_reg: 0.01524 loss_rpn_cls: 0.0005272 loss_rpn_loc: 0.001086 loss_D_img_s: 0.6772 loss_cls_pseudo: 0.02259 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004704 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7113 time: 0.8591 last_time: 1.2017 data_time: 0.0083 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 15:27:36] d2.utils.events INFO: eta: 11:56:15 iter: 47899 total_loss: 1.468 loss_cls: 0.006452 loss_box_reg: 0.01382 loss_rpn_cls: 0.0009258 loss_rpn_loc: 0.001164 loss_D_img_s: 0.7086 loss_cls_pseudo: 0.02734 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007493 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.8593 last_time: 1.1595 data_time: 0.0081 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 15:28:02] d2.utils.events INFO: eta: 11:55:05 iter: 47919 total_loss: 1.441 loss_cls: 0.004532 loss_box_reg: 0.01492 loss_rpn_cls: 0.0006452 loss_rpn_loc: 0.001159 loss_D_img_s: 0.7206 loss_cls_pseudo: 0.0192 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6653 time: 0.8595 last_time: 1.1775 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 15:28:29] d2.utils.events INFO: eta: 11:54:26 iter: 47939 total_loss: 1.438 loss_cls: 0.00536 loss_box_reg: 0.01564 loss_rpn_cls: 0.0007647 loss_rpn_loc: 0.001234 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001859 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.8597 last_time: 1.1422 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 15:28:55] d2.utils.events INFO: eta: 11:53:57 iter: 47959 total_loss: 1.429 loss_cls: 0.004718 loss_box_reg: 0.01486 loss_rpn_cls: 0.000594 loss_rpn_loc: 0.001116 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01931 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002574 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6962 time: 0.8599 last_time: 1.3874 data_time: 0.0084 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 15:29:21] d2.utils.events INFO: eta: 11:53:36 iter: 47979 total_loss: 1.442 loss_cls: 0.005478 loss_box_reg: 0.01896 loss_rpn_cls: 0.0009553 loss_rpn_loc: 0.001354 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.02097 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003926 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 0.8601 last_time: 1.3700 data_time: 0.0075 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 15:29:48] d2.data.common INFO: Serializing the dataset using: [03/23 15:29:48] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 15:29:48] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 15:29:48] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 15:29:48] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 15:29:50] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0032 s/iter. Inference: 0.0977 s/iter. Eval: 0.0002 s/iter. Total: 0.1011 s/iter. ETA=0:00:40 [03/23 15:29:55] d2.evaluation.evaluator INFO: Inference done 56/410. Dataloading: 0.0062 s/iter. Inference: 0.1043 s/iter. Eval: 0.0003 s/iter. Total: 0.1109 s/iter. ETA=0:00:39 [03/23 15:30:00] d2.evaluation.evaluator INFO: Inference done 103/410. Dataloading: 0.0046 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1095 s/iter. ETA=0:00:33 [03/23 15:30:05] d2.evaluation.evaluator INFO: Inference done 149/410. Dataloading: 0.0044 s/iter. Inference: 0.1051 s/iter. Eval: 0.0002 s/iter. Total: 0.1098 s/iter. ETA=0:00:28 [03/23 15:30:10] d2.evaluation.evaluator INFO: Inference done 200/410. Dataloading: 0.0038 s/iter. Inference: 0.1029 s/iter. Eval: 0.0002 s/iter. Total: 0.1071 s/iter. ETA=0:00:22 [03/23 15:30:15] d2.evaluation.evaluator INFO: Inference done 248/410. Dataloading: 0.0037 s/iter. Inference: 0.1029 s/iter. Eval: 0.0002 s/iter. Total: 0.1069 s/iter. ETA=0:00:17 [03/23 15:30:20] d2.evaluation.evaluator INFO: Inference done 296/410. Dataloading: 0.0037 s/iter. Inference: 0.1025 s/iter. Eval: 0.0002 s/iter. Total: 0.1065 s/iter. ETA=0:00:12 [03/23 15:30:25] d2.evaluation.evaluator INFO: Inference done 344/410. Dataloading: 0.0041 s/iter. Inference: 0.1019 s/iter. Eval: 0.0002 s/iter. Total: 0.1063 s/iter. ETA=0:00:07 [03/23 15:30:30] d2.evaluation.evaluator INFO: Inference done 396/410. Dataloading: 0.0046 s/iter. Inference: 0.1001 s/iter. Eval: 0.0002 s/iter. Total: 0.1050 s/iter. ETA=0:00:01 [03/23 15:30:31] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.425462 (0.104754 s / iter per device, on 1 devices) [03/23 15:30:31] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099512 s / iter per device, on 1 devices) [03/23 15:30:32] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 15:30:32] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 15:30:32] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 15:30:32] d2.evaluation.testing INFO: copypaste: 1.4790,6.0802,0.3053 [03/23 15:30:32] d2.data.common INFO: Serializing the dataset using: [03/23 15:30:32] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 15:30:32] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 15:30:32] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 15:30:32] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 15:30:35] d2.evaluation.evaluator INFO: Inference done 22/410. Dataloading: 0.0026 s/iter. Inference: 0.1332 s/iter. Eval: 0.0002 s/iter. Total: 0.1361 s/iter. ETA=0:00:52 [03/23 15:30:40] d2.evaluation.evaluator INFO: Inference done 66/410. Dataloading: 0.0026 s/iter. Inference: 0.1185 s/iter. Eval: 0.0002 s/iter. Total: 0.1214 s/iter. ETA=0:00:41 [03/23 15:30:45] d2.evaluation.evaluator INFO: Inference done 112/410. Dataloading: 0.0025 s/iter. Inference: 0.1131 s/iter. Eval: 0.0003 s/iter. Total: 0.1161 s/iter. ETA=0:00:34 [03/23 15:30:50] d2.evaluation.evaluator INFO: Inference done 159/410. Dataloading: 0.0026 s/iter. Inference: 0.1103 s/iter. Eval: 0.0003 s/iter. Total: 0.1133 s/iter. ETA=0:00:28 [03/23 15:30:55] d2.evaluation.evaluator INFO: Inference done 210/410. Dataloading: 0.0025 s/iter. Inference: 0.1068 s/iter. Eval: 0.0003 s/iter. Total: 0.1098 s/iter. ETA=0:00:21 [03/23 15:31:00] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0028 s/iter. Inference: 0.1065 s/iter. Eval: 0.0004 s/iter. Total: 0.1098 s/iter. ETA=0:00:16 [03/23 15:31:05] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0028 s/iter. Inference: 0.1064 s/iter. Eval: 0.0003 s/iter. Total: 0.1097 s/iter. ETA=0:00:11 [03/23 15:31:10] d2.evaluation.evaluator INFO: Inference done 345/410. Dataloading: 0.0031 s/iter. Inference: 0.1072 s/iter. Eval: 0.0003 s/iter. Total: 0.1107 s/iter. ETA=0:00:07 [03/23 15:31:15] d2.evaluation.evaluator INFO: Inference done 390/410. Dataloading: 0.0030 s/iter. Inference: 0.1075 s/iter. Eval: 0.0003 s/iter. Total: 0.1110 s/iter. ETA=0:00:02 [03/23 15:31:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.544181 (0.109986 s / iter per device, on 1 devices) [03/23 15:31:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:43 (0.106374 s / iter per device, on 1 devices) [03/23 15:31:18] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 15:31:18] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 15:31:18] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 15:31:18] d2.evaluation.testing INFO: copypaste: 0.8952,3.4225,0.4042 [03/23 15:31:18] d2.utils.events INFO: eta: 11:53:47 iter: 47999 total_loss: 1.436 loss_cls: 0.005372 loss_box_reg: 0.01538 loss_rpn_cls: 0.0003893 loss_rpn_loc: 0.0009152 loss_D_img_s: 0.6821 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001924 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7022 time: 0.8602 last_time: 1.4846 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 15:31:44] d2.utils.events INFO: eta: 11:52:47 iter: 48019 total_loss: 1.435 loss_cls: 0.003665 loss_box_reg: 0.01411 loss_rpn_cls: 0.000833 loss_rpn_loc: 0.001029 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.0268 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006103 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.8604 last_time: 1.4672 data_time: 0.0085 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 15:32:12] d2.utils.events INFO: eta: 11:52:53 iter: 48039 total_loss: 1.433 loss_cls: 0.004793 loss_box_reg: 0.01678 loss_rpn_cls: 0.0003828 loss_rpn_loc: 0.001096 loss_D_img_s: 0.6939 loss_cls_pseudo: 0.03184 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002962 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.8607 last_time: 1.4639 data_time: 0.0085 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 15:32:37] d2.utils.events INFO: eta: 11:51:45 iter: 48059 total_loss: 1.43 loss_cls: 0.004609 loss_box_reg: 0.0158 loss_rpn_cls: 0.0004581 loss_rpn_loc: 0.0009228 loss_D_img_s: 0.6878 loss_cls_pseudo: 0.01446 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004461 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.8608 last_time: 1.1541 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 15:33:04] d2.utils.events INFO: eta: 11:51:27 iter: 48079 total_loss: 1.452 loss_cls: 0.006196 loss_box_reg: 0.01333 loss_rpn_cls: 0.0008546 loss_rpn_loc: 0.0008422 loss_D_img_s: 0.668 loss_cls_pseudo: 0.02391 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002996 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.714 time: 0.8610 last_time: 1.3666 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 15:33:30] d2.utils.events INFO: eta: 11:49:15 iter: 48099 total_loss: 1.439 loss_cls: 0.004678 loss_box_reg: 0.01537 loss_rpn_cls: 0.0006951 loss_rpn_loc: 0.001009 loss_D_img_s: 0.6764 loss_cls_pseudo: 0.0178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.707 time: 0.8612 last_time: 1.1994 data_time: 0.0085 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 15:33:56] d2.utils.events INFO: eta: 11:47:31 iter: 48119 total_loss: 1.424 loss_cls: 0.005745 loss_box_reg: 0.01924 loss_rpn_cls: 0.000336 loss_rpn_loc: 0.001258 loss_D_img_s: 0.6823 loss_cls_pseudo: 0.01412 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001741 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.8614 last_time: 1.3957 data_time: 0.0080 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 15:34:23] d2.utils.events INFO: eta: 11:47:01 iter: 48139 total_loss: 1.442 loss_cls: 0.005716 loss_box_reg: 0.01705 loss_rpn_cls: 0.001118 loss_rpn_loc: 0.001364 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.02622 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6818 time: 0.8616 last_time: 1.2549 data_time: 0.0080 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 15:34:50] d2.utils.events INFO: eta: 11:47:24 iter: 48159 total_loss: 1.433 loss_cls: 0.004328 loss_box_reg: 0.01458 loss_rpn_cls: 0.0007234 loss_rpn_loc: 0.00108 loss_D_img_s: 0.7147 loss_cls_pseudo: 0.01889 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005415 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.8618 last_time: 1.7055 data_time: 0.0092 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 15:35:17] d2.utils.events INFO: eta: 11:47:28 iter: 48179 total_loss: 1.416 loss_cls: 0.004757 loss_box_reg: 0.01595 loss_rpn_cls: 0.00038 loss_rpn_loc: 0.001025 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01562 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002679 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.8620 last_time: 1.2202 data_time: 0.0081 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 15:35:43] d2.utils.events INFO: eta: 11:46:51 iter: 48199 total_loss: 1.443 loss_cls: 0.004555 loss_box_reg: 0.01506 loss_rpn_cls: 0.0004895 loss_rpn_loc: 0.0007608 loss_D_img_s: 0.7117 loss_cls_pseudo: 0.02411 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002777 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.662 time: 0.8622 last_time: 1.3609 data_time: 0.0085 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 15:36:11] d2.utils.events INFO: eta: 11:46:58 iter: 48219 total_loss: 1.429 loss_cls: 0.005393 loss_box_reg: 0.01658 loss_rpn_cls: 0.0007625 loss_rpn_loc: 0.001127 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.01712 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003623 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.8624 last_time: 1.1813 data_time: 0.0086 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 15:36:39] d2.utils.events INFO: eta: 11:47:09 iter: 48239 total_loss: 1.438 loss_cls: 0.005033 loss_box_reg: 0.01314 loss_rpn_cls: 0.0006405 loss_rpn_loc: 0.001149 loss_D_img_s: 0.6938 loss_cls_pseudo: 0.02304 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002991 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.8626 last_time: 1.3579 data_time: 0.0088 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 15:37:07] d2.utils.events INFO: eta: 11:47:43 iter: 48259 total_loss: 1.433 loss_cls: 0.005046 loss_box_reg: 0.01594 loss_rpn_cls: 0.0003574 loss_rpn_loc: 0.001058 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01298 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001045 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6972 time: 0.8628 last_time: 1.2230 data_time: 0.0079 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 15:37:33] d2.utils.events INFO: eta: 11:47:17 iter: 48279 total_loss: 1.434 loss_cls: 0.004644 loss_box_reg: 0.01517 loss_rpn_cls: 0.0008 loss_rpn_loc: 0.001375 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.02205 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003137 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.8630 last_time: 1.4003 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 15:38:01] d2.utils.events INFO: eta: 11:47:06 iter: 48299 total_loss: 1.443 loss_cls: 0.00453 loss_box_reg: 0.01257 loss_rpn_cls: 0.0006055 loss_rpn_loc: 0.0007283 loss_D_img_s: 0.7005 loss_cls_pseudo: 0.01953 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004498 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.8632 last_time: 1.3480 data_time: 0.0094 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 15:38:26] d2.utils.events INFO: eta: 11:46:22 iter: 48319 total_loss: 1.444 loss_cls: 0.006842 loss_box_reg: 0.01474 loss_rpn_cls: 0.0009761 loss_rpn_loc: 0.001166 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.02373 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.8634 last_time: 1.3881 data_time: 0.0082 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 15:38:53] d2.utils.events INFO: eta: 11:46:12 iter: 48339 total_loss: 1.441 loss_cls: 0.006601 loss_box_reg: 0.01613 loss_rpn_cls: 0.0007681 loss_rpn_loc: 0.001234 loss_D_img_s: 0.683 loss_cls_pseudo: 0.01575 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7066 time: 0.8636 last_time: 1.3487 data_time: 0.0088 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 15:39:19] d2.utils.events INFO: eta: 11:45:50 iter: 48359 total_loss: 1.434 loss_cls: 0.006353 loss_box_reg: 0.01585 loss_rpn_cls: 0.0004921 loss_rpn_loc: 0.00131 loss_D_img_s: 0.6788 loss_cls_pseudo: 0.02008 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001969 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7094 time: 0.8638 last_time: 1.2029 data_time: 0.0092 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 15:39:46] d2.utils.events INFO: eta: 11:45:38 iter: 48379 total_loss: 1.454 loss_cls: 0.007035 loss_box_reg: 0.01825 loss_rpn_cls: 0.001459 loss_rpn_loc: 0.001223 loss_D_img_s: 0.6805 loss_cls_pseudo: 0.03013 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006121 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7054 time: 0.8640 last_time: 1.3958 data_time: 0.0086 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 15:40:11] d2.utils.events INFO: eta: 11:45:10 iter: 48399 total_loss: 1.435 loss_cls: 0.004725 loss_box_reg: 0.01523 loss_rpn_cls: 0.0004569 loss_rpn_loc: 0.000821 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.02071 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004737 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.8642 last_time: 1.3415 data_time: 0.0085 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 15:40:38] d2.utils.events INFO: eta: 11:45:13 iter: 48419 total_loss: 1.435 loss_cls: 0.005198 loss_box_reg: 0.0142 loss_rpn_cls: 0.0008 loss_rpn_loc: 0.0008456 loss_D_img_s: 0.691 loss_cls_pseudo: 0.01849 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003021 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 0.8644 last_time: 1.3749 data_time: 0.0083 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 15:41:04] d2.utils.events INFO: eta: 11:44:18 iter: 48439 total_loss: 1.428 loss_cls: 0.003431 loss_box_reg: 0.01325 loss_rpn_cls: 0.0005218 loss_rpn_loc: 0.0009694 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.0203 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003851 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.8645 last_time: 1.1840 data_time: 0.0085 last_data_time: 0.0186 lr: 0.01 max_mem: 12687M [03/23 15:41:29] d2.utils.events INFO: eta: 11:43:31 iter: 48459 total_loss: 1.432 loss_cls: 0.005264 loss_box_reg: 0.01724 loss_rpn_cls: 0.001221 loss_rpn_loc: 0.001157 loss_D_img_s: 0.6799 loss_cls_pseudo: 0.01576 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003975 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7017 time: 0.8647 last_time: 1.3778 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 15:41:55] d2.utils.events INFO: eta: 11:43:05 iter: 48479 total_loss: 1.433 loss_cls: 0.00349 loss_box_reg: 0.01391 loss_rpn_cls: 0.0003113 loss_rpn_loc: 0.001196 loss_D_img_s: 0.6947 loss_cls_pseudo: 0.02001 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002944 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6923 time: 0.8649 last_time: 1.3892 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 15:42:22] d2.utils.events INFO: eta: 11:42:43 iter: 48499 total_loss: 1.435 loss_cls: 0.003924 loss_box_reg: 0.01447 loss_rpn_cls: 0.0005722 loss_rpn_loc: 0.000872 loss_D_img_s: 0.7037 loss_cls_pseudo: 0.01593 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002348 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6841 time: 0.8651 last_time: 1.1943 data_time: 0.0080 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 15:42:48] d2.utils.events INFO: eta: 11:42:24 iter: 48519 total_loss: 1.45 loss_cls: 0.006029 loss_box_reg: 0.02166 loss_rpn_cls: 0.001016 loss_rpn_loc: 0.001255 loss_D_img_s: 0.6861 loss_cls_pseudo: 0.01994 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002455 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 0.8652 last_time: 1.3021 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 15:43:14] d2.utils.events INFO: eta: 11:41:44 iter: 48539 total_loss: 1.434 loss_cls: 0.004168 loss_box_reg: 0.01589 loss_rpn_cls: 0.0006577 loss_rpn_loc: 0.0008335 loss_D_img_s: 0.6789 loss_cls_pseudo: 0.02154 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001878 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7077 time: 0.8654 last_time: 1.3718 data_time: 0.0080 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:43:40] d2.utils.events INFO: eta: 11:40:52 iter: 48559 total_loss: 1.437 loss_cls: 0.005247 loss_box_reg: 0.01605 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.001143 loss_D_img_s: 0.7053 loss_cls_pseudo: 0.0196 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001735 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.8656 last_time: 1.2208 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 15:44:05] d2.utils.events INFO: eta: 11:39:46 iter: 48579 total_loss: 1.436 loss_cls: 0.005044 loss_box_reg: 0.02051 loss_rpn_cls: 0.0009701 loss_rpn_loc: 0.001197 loss_D_img_s: 0.75 loss_cls_pseudo: 0.01723 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00217 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6307 time: 0.8658 last_time: 1.2352 data_time: 0.0079 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 15:44:31] d2.utils.events INFO: eta: 11:40:29 iter: 48599 total_loss: 1.436 loss_cls: 0.004198 loss_box_reg: 0.01421 loss_rpn_cls: 0.000341 loss_rpn_loc: 0.001082 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.02045 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0029 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.8660 last_time: 1.5249 data_time: 0.0089 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 15:44:58] d2.utils.events INFO: eta: 11:39:57 iter: 48619 total_loss: 1.447 loss_cls: 0.006403 loss_box_reg: 0.01925 loss_rpn_cls: 0.0009537 loss_rpn_loc: 0.001291 loss_D_img_s: 0.6472 loss_cls_pseudo: 0.02195 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006066 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7355 time: 0.8661 last_time: 1.3338 data_time: 0.0086 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 15:45:24] d2.utils.events INFO: eta: 11:39:30 iter: 48639 total_loss: 1.428 loss_cls: 0.004027 loss_box_reg: 0.01265 loss_rpn_cls: 0.0005245 loss_rpn_loc: 0.001138 loss_D_img_s: 0.6763 loss_cls_pseudo: 0.01307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003925 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.708 time: 0.8663 last_time: 1.3589 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 15:45:50] d2.utils.events INFO: eta: 11:39:16 iter: 48659 total_loss: 1.449 loss_cls: 0.005452 loss_box_reg: 0.01603 loss_rpn_cls: 0.00103 loss_rpn_loc: 0.001348 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.02705 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005173 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6888 time: 0.8665 last_time: 1.4689 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 15:46:17] d2.utils.events INFO: eta: 11:38:28 iter: 48679 total_loss: 1.435 loss_cls: 0.003806 loss_box_reg: 0.01175 loss_rpn_cls: 0.0008604 loss_rpn_loc: 0.0008845 loss_D_img_s: 0.688 loss_cls_pseudo: 0.02472 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00372 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 0.8667 last_time: 1.3207 data_time: 0.0084 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 15:46:42] d2.utils.events INFO: eta: 11:37:52 iter: 48699 total_loss: 1.432 loss_cls: 0.004439 loss_box_reg: 0.01445 loss_rpn_cls: 0.0005889 loss_rpn_loc: 0.001096 loss_D_img_s: 0.7123 loss_cls_pseudo: 0.02064 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007114 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6722 time: 0.8669 last_time: 1.3762 data_time: 0.0092 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 15:47:09] d2.utils.events INFO: eta: 11:36:45 iter: 48719 total_loss: 1.434 loss_cls: 0.004027 loss_box_reg: 0.01629 loss_rpn_cls: 0.000597 loss_rpn_loc: 0.001192 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.0211 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003332 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.8671 last_time: 1.5480 data_time: 0.0087 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 15:47:35] d2.utils.events INFO: eta: 11:36:51 iter: 48739 total_loss: 1.437 loss_cls: 0.004471 loss_box_reg: 0.01426 loss_rpn_cls: 0.000607 loss_rpn_loc: 0.001 loss_D_img_s: 0.7221 loss_cls_pseudo: 0.02233 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003798 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6589 time: 0.8672 last_time: 1.1929 data_time: 0.0088 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 15:48:02] d2.utils.events INFO: eta: 11:36:55 iter: 48759 total_loss: 1.425 loss_cls: 0.003943 loss_box_reg: 0.01287 loss_rpn_cls: 0.0006014 loss_rpn_loc: 0.00148 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.02634 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003563 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 0.8674 last_time: 1.3418 data_time: 0.0081 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 15:48:36] d2.utils.events INFO: eta: 11:37:49 iter: 48779 total_loss: 1.446 loss_cls: 0.004182 loss_box_reg: 0.01229 loss_rpn_cls: 0.0004143 loss_rpn_loc: 0.001068 loss_D_img_s: 0.6776 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0048 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.711 time: 0.8678 last_time: 1.6097 data_time: 0.0081 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 15:49:07] d2.utils.events INFO: eta: 11:37:54 iter: 48799 total_loss: 1.451 loss_cls: 0.005828 loss_box_reg: 0.0164 loss_rpn_cls: 0.0008264 loss_rpn_loc: 0.001114 loss_D_img_s: 0.6666 loss_cls_pseudo: 0.01763 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004194 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7196 time: 0.8680 last_time: 1.3407 data_time: 0.0085 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 15:49:33] d2.utils.events INFO: eta: 11:37:20 iter: 48819 total_loss: 1.432 loss_cls: 0.004173 loss_box_reg: 0.01212 loss_rpn_cls: 0.000471 loss_rpn_loc: 0.0009583 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01502 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.8682 last_time: 1.3654 data_time: 0.0085 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 15:49:59] d2.utils.events INFO: eta: 11:36:37 iter: 48839 total_loss: 1.435 loss_cls: 0.002603 loss_box_reg: 0.01357 loss_rpn_cls: 0.0004833 loss_rpn_loc: 0.00101 loss_D_img_s: 0.7581 loss_cls_pseudo: 0.02428 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006501 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6225 time: 0.8684 last_time: 1.2501 data_time: 0.0086 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 15:50:25] d2.utils.events INFO: eta: 11:36:10 iter: 48859 total_loss: 1.481 loss_cls: 0.005381 loss_box_reg: 0.01798 loss_rpn_cls: 0.001019 loss_rpn_loc: 0.001287 loss_D_img_s: 0.7066 loss_cls_pseudo: 0.01313 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002058 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7273 time: 0.8686 last_time: 1.3118 data_time: 0.0079 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 15:50:52] d2.utils.events INFO: eta: 11:35:08 iter: 48879 total_loss: 1.421 loss_cls: 0.00507 loss_box_reg: 0.01752 loss_rpn_cls: 0.0007546 loss_rpn_loc: 0.001176 loss_D_img_s: 0.5704 loss_cls_pseudo: 0.01414 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003171 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7899 time: 0.8688 last_time: 1.1987 data_time: 0.0079 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 15:51:19] d2.utils.events INFO: eta: 11:35:06 iter: 48899 total_loss: 1.496 loss_cls: 0.004045 loss_box_reg: 0.01258 loss_rpn_cls: 0.0005143 loss_rpn_loc: 0.0009057 loss_D_img_s: 0.6133 loss_cls_pseudo: 0.01744 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.8372 time: 0.8690 last_time: 1.5884 data_time: 0.0082 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 15:51:45] d2.utils.events INFO: eta: 11:34:45 iter: 48919 total_loss: 1.452 loss_cls: 0.004572 loss_box_reg: 0.01566 loss_rpn_cls: 0.001068 loss_rpn_loc: 0.001677 loss_D_img_s: 0.7229 loss_cls_pseudo: 0.01531 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001257 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 0.8692 last_time: 1.5723 data_time: 0.0080 last_data_time: 0.0106 lr: 0.01 max_mem: 12687M [03/23 15:52:11] d2.utils.events INFO: eta: 11:34:21 iter: 48939 total_loss: 1.436 loss_cls: 0.005162 loss_box_reg: 0.01384 loss_rpn_cls: 0.0005443 loss_rpn_loc: 0.001057 loss_D_img_s: 0.7602 loss_cls_pseudo: 0.0246 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004258 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6246 time: 0.8693 last_time: 1.3592 data_time: 0.0085 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 15:52:38] d2.utils.events INFO: eta: 11:34:11 iter: 48959 total_loss: 1.443 loss_cls: 0.005065 loss_box_reg: 0.01495 loss_rpn_cls: 0.0009932 loss_rpn_loc: 0.001216 loss_D_img_s: 0.7311 loss_cls_pseudo: 0.01801 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6512 time: 0.8695 last_time: 1.3108 data_time: 0.0088 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 15:53:05] d2.utils.events INFO: eta: 11:34:30 iter: 48979 total_loss: 1.436 loss_cls: 0.005904 loss_box_reg: 0.01959 loss_rpn_cls: 0.0007417 loss_rpn_loc: 0.001028 loss_D_img_s: 0.7072 loss_cls_pseudo: 0.0144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004463 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6731 time: 0.8697 last_time: 1.3894 data_time: 0.0083 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 15:53:31] d2.data.common INFO: Serializing the dataset using: [03/23 15:53:31] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 15:53:31] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 15:53:31] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 15:53:31] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 15:53:33] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0098 s/iter. Inference: 0.1069 s/iter. Eval: 0.0002 s/iter. Total: 0.1170 s/iter. ETA=0:00:46 [03/23 15:53:38] d2.evaluation.evaluator INFO: Inference done 54/410. Dataloading: 0.0067 s/iter. Inference: 0.1115 s/iter. Eval: 0.0003 s/iter. Total: 0.1185 s/iter. ETA=0:00:42 [03/23 15:53:43] d2.evaluation.evaluator INFO: Inference done 98/410. Dataloading: 0.0055 s/iter. Inference: 0.1105 s/iter. Eval: 0.0003 s/iter. Total: 0.1164 s/iter. ETA=0:00:36 [03/23 15:53:48] d2.evaluation.evaluator INFO: Inference done 140/410. Dataloading: 0.0056 s/iter. Inference: 0.1113 s/iter. Eval: 0.0003 s/iter. Total: 0.1173 s/iter. ETA=0:00:31 [03/23 15:53:53] d2.evaluation.evaluator INFO: Inference done 187/410. Dataloading: 0.0051 s/iter. Inference: 0.1094 s/iter. Eval: 0.0003 s/iter. Total: 0.1149 s/iter. ETA=0:00:25 [03/23 15:53:58] d2.evaluation.evaluator INFO: Inference done 232/410. Dataloading: 0.0049 s/iter. Inference: 0.1090 s/iter. Eval: 0.0003 s/iter. Total: 0.1142 s/iter. ETA=0:00:20 [03/23 15:54:03] d2.evaluation.evaluator INFO: Inference done 278/410. Dataloading: 0.0047 s/iter. Inference: 0.1083 s/iter. Eval: 0.0003 s/iter. Total: 0.1133 s/iter. ETA=0:00:14 [03/23 15:54:08] d2.evaluation.evaluator INFO: Inference done 326/410. Dataloading: 0.0045 s/iter. Inference: 0.1072 s/iter. Eval: 0.0003 s/iter. Total: 0.1120 s/iter. ETA=0:00:09 [03/23 15:54:13] d2.evaluation.evaluator INFO: Inference done 373/410. Dataloading: 0.0045 s/iter. Inference: 0.1066 s/iter. Eval: 0.0003 s/iter. Total: 0.1114 s/iter. ETA=0:00:04 [03/23 15:54:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.613584 (0.110157 s / iter per device, on 1 devices) [03/23 15:54:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.105057 s / iter per device, on 1 devices) [03/23 15:54:17] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 15:54:17] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 15:54:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 15:54:17] d2.evaluation.testing INFO: copypaste: 1.0683,5.2919,0.0000 [03/23 15:54:17] d2.data.common INFO: Serializing the dataset using: [03/23 15:54:17] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 15:54:17] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 15:54:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 15:54:17] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 15:54:19] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0017 s/iter. Inference: 0.0898 s/iter. Eval: 0.0002 s/iter. Total: 0.0918 s/iter. ETA=0:00:36 [03/23 15:54:24] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0056 s/iter. Inference: 0.0934 s/iter. Eval: 0.0003 s/iter. Total: 0.0993 s/iter. ETA=0:00:34 [03/23 15:54:29] d2.evaluation.evaluator INFO: Inference done 111/410. Dataloading: 0.0045 s/iter. Inference: 0.0949 s/iter. Eval: 0.0003 s/iter. Total: 0.0997 s/iter. ETA=0:00:29 [03/23 15:54:34] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0042 s/iter. Inference: 0.0977 s/iter. Eval: 0.0003 s/iter. Total: 0.1022 s/iter. ETA=0:00:25 [03/23 15:54:39] d2.evaluation.evaluator INFO: Inference done 207/410. Dataloading: 0.0038 s/iter. Inference: 0.0986 s/iter. Eval: 0.0003 s/iter. Total: 0.1028 s/iter. ETA=0:00:20 [03/23 15:54:44] d2.evaluation.evaluator INFO: Inference done 255/410. Dataloading: 0.0040 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1031 s/iter. ETA=0:00:15 [03/23 15:54:49] d2.evaluation.evaluator INFO: Inference done 304/410. Dataloading: 0.0041 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1031 s/iter. ETA=0:00:10 [03/23 15:54:54] d2.evaluation.evaluator INFO: Inference done 350/410. Dataloading: 0.0043 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:06 [03/23 15:54:59] d2.evaluation.evaluator INFO: Inference done 395/410. Dataloading: 0.0043 s/iter. Inference: 0.1001 s/iter. Eval: 0.0004 s/iter. Total: 0.1048 s/iter. ETA=0:00:01 [03/23 15:55:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.366202 (0.104608 s / iter per device, on 1 devices) [03/23 15:55:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099704 s / iter per device, on 1 devices) [03/23 15:55:01] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 15:55:01] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 15:55:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 15:55:01] d2.evaluation.testing INFO: copypaste: 1.6039,8.8557,0.0081 [03/23 15:55:01] d2.utils.events INFO: eta: 11:33:15 iter: 48999 total_loss: 1.427 loss_cls: 0.003889 loss_box_reg: 0.0154 loss_rpn_cls: 0.0004221 loss_rpn_loc: 0.0009606 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.01596 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00127 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.8699 last_time: 1.1836 data_time: 0.0084 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 15:55:29] d2.utils.events INFO: eta: 11:33:24 iter: 49019 total_loss: 1.449 loss_cls: 0.006345 loss_box_reg: 0.01975 loss_rpn_cls: 0.001157 loss_rpn_loc: 0.001154 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.02417 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.8701 last_time: 1.2888 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 15:55:54] d2.utils.events INFO: eta: 11:32:24 iter: 49039 total_loss: 1.437 loss_cls: 0.005745 loss_box_reg: 0.01597 loss_rpn_cls: 0.001228 loss_rpn_loc: 0.001308 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.0174 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003271 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.8703 last_time: 1.2241 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 15:56:21] d2.utils.events INFO: eta: 11:32:17 iter: 49059 total_loss: 1.443 loss_cls: 0.005962 loss_box_reg: 0.01833 loss_rpn_cls: 0.001004 loss_rpn_loc: 0.001219 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.01988 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003307 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.8705 last_time: 1.3409 data_time: 0.0077 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 15:56:47] d2.utils.events INFO: eta: 11:31:37 iter: 49079 total_loss: 1.422 loss_cls: 0.004168 loss_box_reg: 0.0138 loss_rpn_cls: 0.0004691 loss_rpn_loc: 0.001035 loss_D_img_s: 0.6845 loss_cls_pseudo: 0.01688 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001115 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.8706 last_time: 1.3917 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 15:57:14] d2.utils.events INFO: eta: 11:31:48 iter: 49099 total_loss: 1.436 loss_cls: 0.005524 loss_box_reg: 0.01504 loss_rpn_cls: 0.0004979 loss_rpn_loc: 0.001092 loss_D_img_s: 0.686 loss_cls_pseudo: 0.01775 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00247 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 0.8708 last_time: 1.3869 data_time: 0.0078 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 15:57:40] d2.utils.events INFO: eta: 11:31:32 iter: 49119 total_loss: 1.443 loss_cls: 0.005541 loss_box_reg: 0.01962 loss_rpn_cls: 0.0008277 loss_rpn_loc: 0.001353 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.01803 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004112 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.8710 last_time: 1.3359 data_time: 0.0081 last_data_time: 0.0115 lr: 0.01 max_mem: 12687M [03/23 15:58:07] d2.utils.events INFO: eta: 11:31:44 iter: 49139 total_loss: 1.439 loss_cls: 0.004879 loss_box_reg: 0.01413 loss_rpn_cls: 0.0006046 loss_rpn_loc: 0.0009672 loss_D_img_s: 0.685 loss_cls_pseudo: 0.02274 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003213 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 0.8712 last_time: 1.4106 data_time: 0.0080 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 15:58:34] d2.utils.events INFO: eta: 11:31:17 iter: 49159 total_loss: 1.437 loss_cls: 0.008178 loss_box_reg: 0.01971 loss_rpn_cls: 0.00085 loss_rpn_loc: 0.001147 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.02047 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003489 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.8714 last_time: 1.5524 data_time: 0.0081 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 15:59:00] d2.utils.events INFO: eta: 11:30:51 iter: 49179 total_loss: 1.446 loss_cls: 0.004641 loss_box_reg: 0.01672 loss_rpn_cls: 0.0006261 loss_rpn_loc: 0.00154 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.02236 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003799 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.8716 last_time: 1.5859 data_time: 0.0081 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 15:59:26] d2.utils.events INFO: eta: 11:30:24 iter: 49199 total_loss: 1.442 loss_cls: 0.005999 loss_box_reg: 0.0174 loss_rpn_cls: 0.001467 loss_rpn_loc: 0.001555 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.009723 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002247 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.8717 last_time: 1.3921 data_time: 0.0088 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 15:59:53] d2.utils.events INFO: eta: 11:29:52 iter: 49219 total_loss: 1.442 loss_cls: 0.003319 loss_box_reg: 0.01223 loss_rpn_cls: 0.000353 loss_rpn_loc: 0.0009926 loss_D_img_s: 0.7004 loss_cls_pseudo: 0.02275 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003424 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.8719 last_time: 1.3944 data_time: 0.0088 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 16:00:20] d2.utils.events INFO: eta: 11:28:37 iter: 49239 total_loss: 1.423 loss_cls: 0.00361 loss_box_reg: 0.01197 loss_rpn_cls: 0.0003062 loss_rpn_loc: 0.000792 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.02242 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003139 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.8721 last_time: 1.3802 data_time: 0.0081 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 16:00:47] d2.utils.events INFO: eta: 11:28:05 iter: 49259 total_loss: 1.426 loss_cls: 0.004785 loss_box_reg: 0.01336 loss_rpn_cls: 0.0003523 loss_rpn_loc: 0.0008945 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002439 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.8723 last_time: 1.5893 data_time: 0.0089 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 16:01:13] d2.utils.events INFO: eta: 11:27:29 iter: 49279 total_loss: 1.423 loss_cls: 0.003112 loss_box_reg: 0.01415 loss_rpn_cls: 0.0007747 loss_rpn_loc: 0.001232 loss_D_img_s: 0.69 loss_cls_pseudo: 0.01642 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002008 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.8725 last_time: 1.2236 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 16:01:39] d2.utils.events INFO: eta: 11:26:05 iter: 49299 total_loss: 1.443 loss_cls: 0.005305 loss_box_reg: 0.01457 loss_rpn_cls: 0.0005859 loss_rpn_loc: 0.001004 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.02619 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007233 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.8727 last_time: 1.3680 data_time: 0.0084 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 16:02:05] d2.utils.events INFO: eta: 11:25:43 iter: 49319 total_loss: 1.437 loss_cls: 0.004271 loss_box_reg: 0.01484 loss_rpn_cls: 0.0007683 loss_rpn_loc: 0.0007609 loss_D_img_s: 0.6828 loss_cls_pseudo: 0.02662 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005562 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 0.8728 last_time: 1.3168 data_time: 0.0088 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 16:02:31] d2.utils.events INFO: eta: 11:25:08 iter: 49339 total_loss: 1.426 loss_cls: 0.003838 loss_box_reg: 0.01378 loss_rpn_cls: 0.0004017 loss_rpn_loc: 0.0009682 loss_D_img_s: 0.6841 loss_cls_pseudo: 0.01724 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003199 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7017 time: 0.8730 last_time: 1.3276 data_time: 0.0078 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 16:02:58] d2.utils.events INFO: eta: 11:24:41 iter: 49359 total_loss: 1.418 loss_cls: 0.003633 loss_box_reg: 0.01191 loss_rpn_cls: 0.0003664 loss_rpn_loc: 0.001009 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.01529 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001441 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.8732 last_time: 1.1362 data_time: 0.0089 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:03:23] d2.utils.events INFO: eta: 11:23:54 iter: 49379 total_loss: 1.438 loss_cls: 0.004488 loss_box_reg: 0.01563 loss_rpn_cls: 0.0007681 loss_rpn_loc: 0.001275 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.019 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003559 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 0.8734 last_time: 1.3813 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 16:03:49] d2.utils.events INFO: eta: 11:23:35 iter: 49399 total_loss: 1.431 loss_cls: 0.00462 loss_box_reg: 0.01499 loss_rpn_cls: 0.001088 loss_rpn_loc: 0.001239 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01412 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.8735 last_time: 1.3381 data_time: 0.0073 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 16:04:15] d2.utils.events INFO: eta: 11:21:50 iter: 49419 total_loss: 1.43 loss_cls: 0.004008 loss_box_reg: 0.01329 loss_rpn_cls: 0.0004371 loss_rpn_loc: 0.0009483 loss_D_img_s: 0.6897 loss_cls_pseudo: 0.01546 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00235 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.8737 last_time: 1.3395 data_time: 0.0074 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 16:04:41] d2.utils.events INFO: eta: 11:21:36 iter: 49439 total_loss: 1.436 loss_cls: 0.005946 loss_box_reg: 0.01875 loss_rpn_cls: 0.0008997 loss_rpn_loc: 0.001523 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.02211 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004084 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.8739 last_time: 1.2940 data_time: 0.0081 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 16:05:07] d2.utils.events INFO: eta: 11:22:07 iter: 49459 total_loss: 1.439 loss_cls: 0.006632 loss_box_reg: 0.01969 loss_rpn_cls: 0.0004962 loss_rpn_loc: 0.001117 loss_D_img_s: 0.6844 loss_cls_pseudo: 0.022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003565 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.8741 last_time: 1.4060 data_time: 0.0085 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 16:05:33] d2.utils.events INFO: eta: 11:21:16 iter: 49479 total_loss: 1.443 loss_cls: 0.00539 loss_box_reg: 0.01404 loss_rpn_cls: 0.0004795 loss_rpn_loc: 0.001491 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.02627 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006945 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.8742 last_time: 1.2820 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 16:05:59] d2.utils.events INFO: eta: 11:20:24 iter: 49499 total_loss: 1.437 loss_cls: 0.005655 loss_box_reg: 0.01729 loss_rpn_cls: 0.0007918 loss_rpn_loc: 0.001027 loss_D_img_s: 0.6859 loss_cls_pseudo: 0.02119 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005144 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.8744 last_time: 1.3710 data_time: 0.0085 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 16:06:26] d2.utils.events INFO: eta: 11:20:23 iter: 49519 total_loss: 1.435 loss_cls: 0.005816 loss_box_reg: 0.01969 loss_rpn_cls: 0.0006033 loss_rpn_loc: 0.001106 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.01949 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002853 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.8746 last_time: 1.3271 data_time: 0.0084 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:06:53] d2.utils.events INFO: eta: 11:20:08 iter: 49539 total_loss: 1.431 loss_cls: 0.004347 loss_box_reg: 0.01586 loss_rpn_cls: 0.0005163 loss_rpn_loc: 0.001017 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.02333 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006362 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.8748 last_time: 1.5657 data_time: 0.0079 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 16:07:19] d2.utils.events INFO: eta: 11:20:01 iter: 49559 total_loss: 1.438 loss_cls: 0.005137 loss_box_reg: 0.0163 loss_rpn_cls: 0.0007559 loss_rpn_loc: 0.001156 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.02384 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004026 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.8749 last_time: 1.4019 data_time: 0.0083 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 16:07:45] d2.utils.events INFO: eta: 11:19:46 iter: 49579 total_loss: 1.43 loss_cls: 0.005502 loss_box_reg: 0.01819 loss_rpn_cls: 0.000554 loss_rpn_loc: 0.001242 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.01901 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003774 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.8751 last_time: 1.3141 data_time: 0.0085 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 16:08:12] d2.utils.events INFO: eta: 11:19:16 iter: 49599 total_loss: 1.425 loss_cls: 0.004878 loss_box_reg: 0.01612 loss_rpn_cls: 0.00135 loss_rpn_loc: 0.0009758 loss_D_img_s: 0.7043 loss_cls_pseudo: 0.0199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003824 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6743 time: 0.8753 last_time: 1.4501 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 16:08:37] d2.utils.events INFO: eta: 11:18:20 iter: 49619 total_loss: 1.439 loss_cls: 0.006283 loss_box_reg: 0.016 loss_rpn_cls: 0.0008242 loss_rpn_loc: 0.001274 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.02386 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005938 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.8755 last_time: 1.1814 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 16:09:04] d2.utils.events INFO: eta: 11:18:17 iter: 49639 total_loss: 1.435 loss_cls: 0.005289 loss_box_reg: 0.01535 loss_rpn_cls: 0.0004177 loss_rpn_loc: 0.001063 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.02165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003889 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.8756 last_time: 1.3715 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 16:09:30] d2.utils.events INFO: eta: 11:17:35 iter: 49659 total_loss: 1.444 loss_cls: 0.005917 loss_box_reg: 0.0151 loss_rpn_cls: 0.0005044 loss_rpn_loc: 0.001083 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.02124 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004108 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6848 time: 0.8758 last_time: 1.2136 data_time: 0.0087 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 16:09:56] d2.utils.events INFO: eta: 11:16:36 iter: 49679 total_loss: 1.433 loss_cls: 0.006355 loss_box_reg: 0.01544 loss_rpn_cls: 0.0006481 loss_rpn_loc: 0.001101 loss_D_img_s: 0.7147 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002151 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6715 time: 0.8760 last_time: 1.3704 data_time: 0.0084 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 16:10:21] d2.utils.events INFO: eta: 11:15:48 iter: 49699 total_loss: 1.421 loss_cls: 0.004468 loss_box_reg: 0.01271 loss_rpn_cls: 0.0004607 loss_rpn_loc: 0.001141 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.0144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002841 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6847 time: 0.8761 last_time: 1.2706 data_time: 0.0075 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 16:10:47] d2.utils.events INFO: eta: 11:15:14 iter: 49719 total_loss: 1.439 loss_cls: 0.005765 loss_box_reg: 0.0175 loss_rpn_cls: 0.0004846 loss_rpn_loc: 0.00103 loss_D_img_s: 0.689 loss_cls_pseudo: 0.02128 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004144 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6961 time: 0.8763 last_time: 1.3811 data_time: 0.0083 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 16:11:13] d2.utils.events INFO: eta: 11:14:35 iter: 49739 total_loss: 1.433 loss_cls: 0.004791 loss_box_reg: 0.01598 loss_rpn_cls: 0.0005633 loss_rpn_loc: 0.001111 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.02038 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004013 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7045 time: 0.8765 last_time: 1.3835 data_time: 0.0092 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 16:11:40] d2.utils.events INFO: eta: 11:13:55 iter: 49759 total_loss: 1.443 loss_cls: 0.006407 loss_box_reg: 0.01925 loss_rpn_cls: 0.0007937 loss_rpn_loc: 0.001372 loss_D_img_s: 0.6972 loss_cls_pseudo: 0.02605 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004389 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 0.8767 last_time: 1.1788 data_time: 0.0081 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 16:12:05] d2.utils.events INFO: eta: 11:12:31 iter: 49779 total_loss: 1.419 loss_cls: 0.00311 loss_box_reg: 0.01272 loss_rpn_cls: 0.0005589 loss_rpn_loc: 0.0008216 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.01382 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.8768 last_time: 1.3876 data_time: 0.0077 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 16:12:31] d2.utils.events INFO: eta: 11:11:00 iter: 49799 total_loss: 1.42 loss_cls: 0.003433 loss_box_reg: 0.01198 loss_rpn_cls: 0.0007996 loss_rpn_loc: 0.0009854 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.02112 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003854 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.8770 last_time: 1.2232 data_time: 0.0075 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 16:12:58] d2.utils.events INFO: eta: 11:09:42 iter: 49819 total_loss: 1.445 loss_cls: 0.005207 loss_box_reg: 0.01378 loss_rpn_cls: 0.0007447 loss_rpn_loc: 0.0009244 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.02216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004672 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.8772 last_time: 1.4370 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 16:13:24] d2.utils.events INFO: eta: 11:09:34 iter: 49839 total_loss: 1.441 loss_cls: 0.00668 loss_box_reg: 0.01561 loss_rpn_cls: 0.001906 loss_rpn_loc: 0.001171 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.01475 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002437 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.8773 last_time: 1.1963 data_time: 0.0077 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 16:13:49] d2.utils.events INFO: eta: 11:08:21 iter: 49859 total_loss: 1.44 loss_cls: 0.004581 loss_box_reg: 0.01366 loss_rpn_cls: 0.0006486 loss_rpn_loc: 0.0009084 loss_D_img_s: 0.7066 loss_cls_pseudo: 0.02566 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007782 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6748 time: 0.8775 last_time: 1.3346 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 16:14:16] d2.utils.events INFO: eta: 11:07:54 iter: 49879 total_loss: 1.428 loss_cls: 0.004971 loss_box_reg: 0.01423 loss_rpn_cls: 0.0007748 loss_rpn_loc: 0.001068 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002148 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6913 time: 0.8777 last_time: 1.3894 data_time: 0.0074 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:14:43] d2.utils.events INFO: eta: 11:07:53 iter: 49899 total_loss: 1.442 loss_cls: 0.007936 loss_box_reg: 0.02055 loss_rpn_cls: 0.001168 loss_rpn_loc: 0.001236 loss_D_img_s: 0.6697 loss_cls_pseudo: 0.01603 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00386 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7077 time: 0.8779 last_time: 1.4320 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 16:15:10] d2.utils.events INFO: eta: 11:07:01 iter: 49919 total_loss: 1.435 loss_cls: 0.003905 loss_box_reg: 0.01323 loss_rpn_cls: 0.0004033 loss_rpn_loc: 0.0008849 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003223 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.8781 last_time: 1.2391 data_time: 0.0084 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/23 16:15:36] d2.utils.events INFO: eta: 11:07:00 iter: 49939 total_loss: 1.439 loss_cls: 0.005404 loss_box_reg: 0.01248 loss_rpn_cls: 0.0005921 loss_rpn_loc: 0.000922 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.01819 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002691 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.8782 last_time: 1.1428 data_time: 0.0085 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 16:16:04] d2.utils.events INFO: eta: 11:06:33 iter: 49959 total_loss: 1.429 loss_cls: 0.006223 loss_box_reg: 0.01465 loss_rpn_cls: 0.0009838 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6874 loss_cls_pseudo: 0.01287 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001397 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.8784 last_time: 1.2051 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 16:16:30] d2.utils.events INFO: eta: 11:04:57 iter: 49979 total_loss: 1.44 loss_cls: 0.006536 loss_box_reg: 0.01989 loss_rpn_cls: 0.001186 loss_rpn_loc: 0.001203 loss_D_img_s: 0.675 loss_cls_pseudo: 0.01997 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002433 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7069 time: 0.8786 last_time: 1.2340 data_time: 0.0080 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 16:16:56] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0049999.pth [03/23 16:16:58] d2.data.common INFO: Serializing the dataset using: [03/23 16:16:58] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 16:16:58] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 16:16:58] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 16:16:58] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 16:16:59] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0045 s/iter. Inference: 0.0893 s/iter. Eval: 0.0002 s/iter. Total: 0.0940 s/iter. ETA=0:00:37 [03/23 16:17:04] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0046 s/iter. Inference: 0.1005 s/iter. Eval: 0.0002 s/iter. Total: 0.1054 s/iter. ETA=0:00:36 [03/23 16:17:09] d2.evaluation.evaluator INFO: Inference done 107/410. Dataloading: 0.0050 s/iter. Inference: 0.0997 s/iter. Eval: 0.0002 s/iter. Total: 0.1050 s/iter. ETA=0:00:31 [03/23 16:17:14] d2.evaluation.evaluator INFO: Inference done 157/410. Dataloading: 0.0045 s/iter. Inference: 0.0987 s/iter. Eval: 0.0002 s/iter. Total: 0.1035 s/iter. ETA=0:00:26 [03/23 16:17:19] d2.evaluation.evaluator INFO: Inference done 206/410. Dataloading: 0.0043 s/iter. Inference: 0.0988 s/iter. Eval: 0.0002 s/iter. Total: 0.1035 s/iter. ETA=0:00:21 [03/23 16:17:24] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0040 s/iter. Inference: 0.0989 s/iter. Eval: 0.0002 s/iter. Total: 0.1031 s/iter. ETA=0:00:15 [03/23 16:17:30] d2.evaluation.evaluator INFO: Inference done 306/410. Dataloading: 0.0038 s/iter. Inference: 0.0989 s/iter. Eval: 0.0002 s/iter. Total: 0.1030 s/iter. ETA=0:00:10 [03/23 16:17:35] d2.evaluation.evaluator INFO: Inference done 360/410. Dataloading: 0.0035 s/iter. Inference: 0.0977 s/iter. Eval: 0.0002 s/iter. Total: 0.1015 s/iter. ETA=0:00:05 [03/23 16:17:40] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.088581 (0.101453 s / iter per device, on 1 devices) [03/23 16:17:40] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097378 s / iter per device, on 1 devices) [03/23 16:17:40] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 16:17:40] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 16:17:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 16:17:40] d2.evaluation.testing INFO: copypaste: 0.6789,4.5363,0.0239 [03/23 16:17:40] d2.data.common INFO: Serializing the dataset using: [03/23 16:17:40] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 16:17:40] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 16:17:40] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 16:17:40] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 16:17:42] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.0939 s/iter. Eval: 0.0002 s/iter. Total: 0.0954 s/iter. ETA=0:00:38 [03/23 16:17:47] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0029 s/iter. Inference: 0.1006 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:36 [03/23 16:17:52] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0030 s/iter. Inference: 0.0990 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:30 [03/23 16:17:57] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0028 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1026 s/iter. ETA=0:00:25 [03/23 16:18:02] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0029 s/iter. Inference: 0.1011 s/iter. Eval: 0.0003 s/iter. Total: 0.1044 s/iter. ETA=0:00:21 [03/23 16:18:07] d2.evaluation.evaluator INFO: Inference done 251/410. Dataloading: 0.0032 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1048 s/iter. ETA=0:00:16 [03/23 16:18:12] d2.evaluation.evaluator INFO: Inference done 297/410. Dataloading: 0.0034 s/iter. Inference: 0.1017 s/iter. Eval: 0.0003 s/iter. Total: 0.1054 s/iter. ETA=0:00:11 [03/23 16:18:17] d2.evaluation.evaluator INFO: Inference done 345/410. Dataloading: 0.0033 s/iter. Inference: 0.1018 s/iter. Eval: 0.0003 s/iter. Total: 0.1054 s/iter. ETA=0:00:06 [03/23 16:18:22] d2.evaluation.evaluator INFO: Inference done 393/410. Dataloading: 0.0034 s/iter. Inference: 0.1015 s/iter. Eval: 0.0003 s/iter. Total: 0.1053 s/iter. ETA=0:00:01 [03/23 16:18:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.642085 (0.105289 s / iter per device, on 1 devices) [03/23 16:18:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.101343 s / iter per device, on 1 devices) [03/23 16:18:24] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 16:18:24] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 16:18:24] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 16:18:24] d2.evaluation.testing INFO: copypaste: 0.8526,4.3576,0.0000 [03/23 16:18:24] d2.utils.events INFO: eta: 11:05:15 iter: 49999 total_loss: 1.429 loss_cls: 0.004212 loss_box_reg: 0.0146 loss_rpn_cls: 0.0003072 loss_rpn_loc: 0.0009424 loss_D_img_s: 0.6748 loss_cls_pseudo: 0.02106 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005233 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7068 time: 0.8788 last_time: 1.3703 data_time: 0.0077 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 16:18:50] d2.utils.events INFO: eta: 11:04:09 iter: 50019 total_loss: 1.432 loss_cls: 0.006588 loss_box_reg: 0.01412 loss_rpn_cls: 0.0008514 loss_rpn_loc: 0.0008528 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.02074 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002305 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.8789 last_time: 1.1614 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:19:16] d2.utils.events INFO: eta: 11:04:22 iter: 50039 total_loss: 1.428 loss_cls: 0.005571 loss_box_reg: 0.01498 loss_rpn_cls: 0.000533 loss_rpn_loc: 0.001088 loss_D_img_s: 0.7094 loss_cls_pseudo: 0.01869 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6745 time: 0.8791 last_time: 1.1402 data_time: 0.0084 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 16:19:42] d2.utils.events INFO: eta: 11:03:15 iter: 50059 total_loss: 1.42 loss_cls: 0.004333 loss_box_reg: 0.01418 loss_rpn_cls: 0.0005048 loss_rpn_loc: 0.001146 loss_D_img_s: 0.7114 loss_cls_pseudo: 0.01775 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6646 time: 0.8793 last_time: 1.1965 data_time: 0.0103 last_data_time: 0.0239 lr: 0.01 max_mem: 12687M [03/23 16:20:09] d2.utils.events INFO: eta: 11:02:49 iter: 50079 total_loss: 1.441 loss_cls: 0.005588 loss_box_reg: 0.0172 loss_rpn_cls: 0.0007524 loss_rpn_loc: 0.001521 loss_D_img_s: 0.7101 loss_cls_pseudo: 0.01841 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6734 time: 0.8795 last_time: 1.2208 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 16:20:36] d2.utils.events INFO: eta: 11:01:39 iter: 50099 total_loss: 1.435 loss_cls: 0.005881 loss_box_reg: 0.01448 loss_rpn_cls: 0.0008674 loss_rpn_loc: 0.001036 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.01554 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005943 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.698 time: 0.8797 last_time: 1.1730 data_time: 0.0086 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 16:21:03] d2.utils.events INFO: eta: 11:01:02 iter: 50119 total_loss: 1.43 loss_cls: 0.00398 loss_box_reg: 0.01397 loss_rpn_cls: 0.0004881 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6833 loss_cls_pseudo: 0.02622 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003674 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7005 time: 0.8798 last_time: 1.5270 data_time: 0.0082 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 16:21:29] d2.utils.events INFO: eta: 11:00:13 iter: 50139 total_loss: 1.439 loss_cls: 0.004013 loss_box_reg: 0.01242 loss_rpn_cls: 0.000526 loss_rpn_loc: 0.0009346 loss_D_img_s: 0.6816 loss_cls_pseudo: 0.01928 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003053 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7004 time: 0.8800 last_time: 1.3164 data_time: 0.0086 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 16:21:55] d2.utils.events INFO: eta: 10:59:24 iter: 50159 total_loss: 1.43 loss_cls: 0.005376 loss_box_reg: 0.0184 loss_rpn_cls: 0.000544 loss_rpn_loc: 0.001182 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.01902 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001882 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 0.8802 last_time: 1.2006 data_time: 0.0085 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 16:22:21] d2.utils.events INFO: eta: 10:58:38 iter: 50179 total_loss: 1.449 loss_cls: 0.00462 loss_box_reg: 0.01583 loss_rpn_cls: 0.0004031 loss_rpn_loc: 0.001057 loss_D_img_s: 0.698 loss_cls_pseudo: 0.02854 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00932 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 0.8804 last_time: 1.5670 data_time: 0.0080 last_data_time: 0.0119 lr: 0.01 max_mem: 12687M [03/23 16:22:48] d2.utils.events INFO: eta: 10:58:12 iter: 50199 total_loss: 1.43 loss_cls: 0.005405 loss_box_reg: 0.01493 loss_rpn_cls: 0.001137 loss_rpn_loc: 0.001018 loss_D_img_s: 0.6972 loss_cls_pseudo: 0.02207 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002446 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.8805 last_time: 1.5177 data_time: 0.0082 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 16:23:14] d2.utils.events INFO: eta: 10:57:03 iter: 50219 total_loss: 1.436 loss_cls: 0.003943 loss_box_reg: 0.01496 loss_rpn_cls: 0.0004731 loss_rpn_loc: 0.001009 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.01574 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002691 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.8807 last_time: 1.1335 data_time: 0.0085 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 16:23:42] d2.utils.events INFO: eta: 10:56:37 iter: 50239 total_loss: 1.424 loss_cls: 0.006015 loss_box_reg: 0.01443 loss_rpn_cls: 0.0004977 loss_rpn_loc: 0.0009442 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.017 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003157 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.8809 last_time: 1.3996 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 16:24:08] d2.utils.events INFO: eta: 10:55:56 iter: 50259 total_loss: 1.43 loss_cls: 0.004588 loss_box_reg: 0.01192 loss_rpn_cls: 0.0004467 loss_rpn_loc: 0.001122 loss_D_img_s: 0.6993 loss_cls_pseudo: 0.01734 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002088 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.8811 last_time: 1.4536 data_time: 0.0083 last_data_time: 0.0125 lr: 0.01 max_mem: 12687M [03/23 16:24:33] d2.utils.events INFO: eta: 10:54:57 iter: 50279 total_loss: 1.458 loss_cls: 0.007487 loss_box_reg: 0.01698 loss_rpn_cls: 0.000744 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.02599 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6925 time: 0.8812 last_time: 1.3584 data_time: 0.0087 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 16:25:00] d2.utils.events INFO: eta: 10:55:03 iter: 50299 total_loss: 1.44 loss_cls: 0.006671 loss_box_reg: 0.01826 loss_rpn_cls: 0.0005832 loss_rpn_loc: 0.001118 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.01854 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002776 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.8814 last_time: 1.1725 data_time: 0.0088 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 16:25:26] d2.utils.events INFO: eta: 10:53:31 iter: 50319 total_loss: 1.441 loss_cls: 0.005158 loss_box_reg: 0.01805 loss_rpn_cls: 0.0004034 loss_rpn_loc: 0.001133 loss_D_img_s: 0.674 loss_cls_pseudo: 0.02125 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002932 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7137 time: 0.8816 last_time: 1.1503 data_time: 0.0077 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 16:25:52] d2.utils.events INFO: eta: 10:52:54 iter: 50339 total_loss: 1.447 loss_cls: 0.005859 loss_box_reg: 0.01551 loss_rpn_cls: 0.001365 loss_rpn_loc: 0.001242 loss_D_img_s: 0.6887 loss_cls_pseudo: 0.01808 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002127 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.8817 last_time: 1.3013 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 16:26:21] d2.utils.events INFO: eta: 10:52:45 iter: 50359 total_loss: 1.425 loss_cls: 0.004204 loss_box_reg: 0.01416 loss_rpn_cls: 0.0004832 loss_rpn_loc: 0.001264 loss_D_img_s: 0.7012 loss_cls_pseudo: 0.01538 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00226 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.8820 last_time: 1.8211 data_time: 0.0089 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 16:26:57] d2.utils.events INFO: eta: 10:55:20 iter: 50379 total_loss: 1.429 loss_cls: 0.004062 loss_box_reg: 0.0131 loss_rpn_cls: 0.000657 loss_rpn_loc: 0.001184 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01278 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00175 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.8823 last_time: 1.7462 data_time: 0.0074 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 16:27:24] d2.utils.events INFO: eta: 10:54:36 iter: 50399 total_loss: 1.436 loss_cls: 0.007068 loss_box_reg: 0.01651 loss_rpn_cls: 0.0004417 loss_rpn_loc: 0.001235 loss_D_img_s: 0.696 loss_cls_pseudo: 0.01943 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005039 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 0.8825 last_time: 1.1649 data_time: 0.0082 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 16:27:50] d2.utils.events INFO: eta: 10:54:15 iter: 50419 total_loss: 1.451 loss_cls: 0.004726 loss_box_reg: 0.0161 loss_rpn_cls: 0.00128 loss_rpn_loc: 0.001059 loss_D_img_s: 0.702 loss_cls_pseudo: 0.01847 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6871 time: 0.8827 last_time: 1.1835 data_time: 0.0078 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 16:28:17] d2.utils.events INFO: eta: 10:54:18 iter: 50439 total_loss: 1.435 loss_cls: 0.004327 loss_box_reg: 0.01288 loss_rpn_cls: 0.0005817 loss_rpn_loc: 0.0008382 loss_D_img_s: 0.7016 loss_cls_pseudo: 0.01435 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001663 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.8829 last_time: 1.2837 data_time: 0.0075 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 16:28:43] d2.utils.events INFO: eta: 10:53:22 iter: 50459 total_loss: 1.438 loss_cls: 0.003766 loss_box_reg: 0.01266 loss_rpn_cls: 0.0003344 loss_rpn_loc: 0.0007813 loss_D_img_s: 0.6809 loss_cls_pseudo: 0.01945 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00575 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7038 time: 0.8830 last_time: 1.3285 data_time: 0.0084 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 16:29:10] d2.utils.events INFO: eta: 10:53:45 iter: 50479 total_loss: 1.437 loss_cls: 0.004952 loss_box_reg: 0.0121 loss_rpn_cls: 0.0004021 loss_rpn_loc: 0.0007725 loss_D_img_s: 0.6708 loss_cls_pseudo: 0.02042 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003666 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7105 time: 0.8832 last_time: 1.2759 data_time: 0.0087 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 16:29:37] d2.utils.events INFO: eta: 10:54:22 iter: 50499 total_loss: 1.425 loss_cls: 0.003608 loss_box_reg: 0.01307 loss_rpn_cls: 0.000429 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6748 loss_cls_pseudo: 0.01618 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002738 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.8834 last_time: 1.4111 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 16:30:04] d2.utils.events INFO: eta: 10:53:26 iter: 50519 total_loss: 1.432 loss_cls: 0.005564 loss_box_reg: 0.01418 loss_rpn_cls: 0.001096 loss_rpn_loc: 0.001191 loss_D_img_s: 0.6771 loss_cls_pseudo: 0.02053 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003351 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 0.8836 last_time: 1.3898 data_time: 0.0083 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 16:30:31] d2.utils.events INFO: eta: 10:54:03 iter: 50539 total_loss: 1.437 loss_cls: 0.004827 loss_box_reg: 0.01453 loss_rpn_cls: 0.0005488 loss_rpn_loc: 0.001227 loss_D_img_s: 0.7016 loss_cls_pseudo: 0.02098 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003272 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6758 time: 0.8838 last_time: 1.6276 data_time: 0.0093 last_data_time: 0.0152 lr: 0.01 max_mem: 12687M [03/23 16:30:58] d2.utils.events INFO: eta: 10:53:55 iter: 50559 total_loss: 1.434 loss_cls: 0.003959 loss_box_reg: 0.01434 loss_rpn_cls: 0.0005655 loss_rpn_loc: 0.001175 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.01767 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6867 time: 0.8840 last_time: 1.5307 data_time: 0.0075 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 16:31:24] d2.utils.events INFO: eta: 10:53:33 iter: 50579 total_loss: 1.445 loss_cls: 0.004957 loss_box_reg: 0.01461 loss_rpn_cls: 0.0003673 loss_rpn_loc: 0.001151 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01449 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002325 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 0.8841 last_time: 1.1833 data_time: 0.0085 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 16:31:49] d2.utils.events INFO: eta: 10:53:01 iter: 50599 total_loss: 1.449 loss_cls: 0.004481 loss_box_reg: 0.01587 loss_rpn_cls: 0.0005992 loss_rpn_loc: 0.0009789 loss_D_img_s: 0.7032 loss_cls_pseudo: 0.02599 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002536 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.8843 last_time: 1.5445 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 16:32:15] d2.utils.events INFO: eta: 10:52:41 iter: 50619 total_loss: 1.445 loss_cls: 0.005198 loss_box_reg: 0.01647 loss_rpn_cls: 0.0007965 loss_rpn_loc: 0.001072 loss_D_img_s: 0.6946 loss_cls_pseudo: 0.01773 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004149 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.8844 last_time: 1.3546 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 16:32:43] d2.utils.events INFO: eta: 10:53:04 iter: 50639 total_loss: 1.445 loss_cls: 0.004919 loss_box_reg: 0.01851 loss_rpn_cls: 0.0004963 loss_rpn_loc: 0.001061 loss_D_img_s: 0.6831 loss_cls_pseudo: 0.02118 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004232 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7029 time: 0.8846 last_time: 1.3386 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 16:33:09] d2.utils.events INFO: eta: 10:53:06 iter: 50659 total_loss: 1.434 loss_cls: 0.004102 loss_box_reg: 0.01331 loss_rpn_cls: 0.0004107 loss_rpn_loc: 0.0009804 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.02653 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004027 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 0.8848 last_time: 1.3483 data_time: 0.0084 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 16:33:35] d2.utils.events INFO: eta: 10:53:15 iter: 50679 total_loss: 1.426 loss_cls: 0.005426 loss_box_reg: 0.01597 loss_rpn_cls: 0.0005277 loss_rpn_loc: 0.001375 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.01306 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001567 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.8850 last_time: 1.1895 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 16:34:02] d2.utils.events INFO: eta: 10:53:55 iter: 50699 total_loss: 1.43 loss_cls: 0.00391 loss_box_reg: 0.01432 loss_rpn_cls: 0.0005798 loss_rpn_loc: 0.0009473 loss_D_img_s: 0.7203 loss_cls_pseudo: 0.02167 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003866 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6642 time: 0.8851 last_time: 1.3897 data_time: 0.0077 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 16:34:29] d2.utils.events INFO: eta: 10:54:12 iter: 50719 total_loss: 1.44 loss_cls: 0.005029 loss_box_reg: 0.01413 loss_rpn_cls: 0.0004169 loss_rpn_loc: 0.001141 loss_D_img_s: 0.7189 loss_cls_pseudo: 0.01889 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003717 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6723 time: 0.8853 last_time: 1.5604 data_time: 0.0087 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 16:34:55] d2.utils.events INFO: eta: 10:53:36 iter: 50739 total_loss: 1.439 loss_cls: 0.004396 loss_box_reg: 0.01356 loss_rpn_cls: 0.0004378 loss_rpn_loc: 0.001069 loss_D_img_s: 0.6794 loss_cls_pseudo: 0.02269 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00318 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7096 time: 0.8855 last_time: 1.1573 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 16:35:21] d2.utils.events INFO: eta: 10:53:00 iter: 50759 total_loss: 1.425 loss_cls: 0.003775 loss_box_reg: 0.01367 loss_rpn_cls: 0.0002813 loss_rpn_loc: 0.001117 loss_D_img_s: 0.6725 loss_cls_pseudo: 0.01464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002405 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7122 time: 0.8856 last_time: 1.1870 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 16:35:47] d2.utils.events INFO: eta: 10:52:51 iter: 50779 total_loss: 1.429 loss_cls: 0.005347 loss_box_reg: 0.01521 loss_rpn_cls: 0.001129 loss_rpn_loc: 0.001167 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.0212 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6902 time: 0.8858 last_time: 1.2807 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 16:36:13] d2.utils.events INFO: eta: 10:52:24 iter: 50799 total_loss: 1.431 loss_cls: 0.004126 loss_box_reg: 0.01505 loss_rpn_cls: 0.0007542 loss_rpn_loc: 0.0009291 loss_D_img_s: 0.7116 loss_cls_pseudo: 0.02047 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002253 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6729 time: 0.8860 last_time: 1.3878 data_time: 0.0075 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 16:36:39] d2.utils.events INFO: eta: 10:52:17 iter: 50819 total_loss: 1.446 loss_cls: 0.005777 loss_box_reg: 0.01474 loss_rpn_cls: 0.0009674 loss_rpn_loc: 0.0009049 loss_D_img_s: 0.7068 loss_cls_pseudo: 0.02379 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.684 time: 0.8862 last_time: 1.1933 data_time: 0.0077 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 16:37:06] d2.utils.events INFO: eta: 10:52:12 iter: 50839 total_loss: 1.442 loss_cls: 0.004351 loss_box_reg: 0.014 loss_rpn_cls: 0.000631 loss_rpn_loc: 0.001358 loss_D_img_s: 0.6621 loss_cls_pseudo: 0.02214 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7177 time: 0.8863 last_time: 1.3996 data_time: 0.0078 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 16:37:34] d2.utils.events INFO: eta: 10:52:27 iter: 50859 total_loss: 1.434 loss_cls: 0.005042 loss_box_reg: 0.01432 loss_rpn_cls: 0.0004837 loss_rpn_loc: 0.0008864 loss_D_img_s: 0.6699 loss_cls_pseudo: 0.01536 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002581 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7183 time: 0.8865 last_time: 1.2020 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 16:38:01] d2.utils.events INFO: eta: 10:52:29 iter: 50879 total_loss: 1.445 loss_cls: 0.004637 loss_box_reg: 0.01635 loss_rpn_cls: 0.0003346 loss_rpn_loc: 0.001135 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.02694 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005955 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 0.8867 last_time: 1.4394 data_time: 0.0084 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 16:38:28] d2.utils.events INFO: eta: 10:51:34 iter: 50899 total_loss: 1.443 loss_cls: 0.003529 loss_box_reg: 0.01353 loss_rpn_cls: 0.0008124 loss_rpn_loc: 0.00117 loss_D_img_s: 0.7048 loss_cls_pseudo: 0.02379 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005167 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6806 time: 0.8869 last_time: 1.1784 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:38:55] d2.utils.events INFO: eta: 10:51:19 iter: 50919 total_loss: 1.431 loss_cls: 0.005099 loss_box_reg: 0.0151 loss_rpn_cls: 0.0003724 loss_rpn_loc: 0.001051 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.01589 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002738 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.8871 last_time: 1.1896 data_time: 0.0082 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 16:39:20] d2.utils.events INFO: eta: 10:50:41 iter: 50939 total_loss: 1.432 loss_cls: 0.004697 loss_box_reg: 0.01381 loss_rpn_cls: 0.0006672 loss_rpn_loc: 0.001161 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.01662 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003744 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 0.8872 last_time: 1.1808 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 16:39:46] d2.utils.events INFO: eta: 10:50:06 iter: 50959 total_loss: 1.442 loss_cls: 0.006347 loss_box_reg: 0.01464 loss_rpn_cls: 0.001185 loss_rpn_loc: 0.001339 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01722 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003142 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7021 time: 0.8874 last_time: 1.4026 data_time: 0.0080 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 16:40:14] d2.utils.events INFO: eta: 10:50:33 iter: 50979 total_loss: 1.443 loss_cls: 0.003858 loss_box_reg: 0.01252 loss_rpn_cls: 0.00065 loss_rpn_loc: 0.001045 loss_D_img_s: 0.6915 loss_cls_pseudo: 0.02868 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004955 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6944 time: 0.8876 last_time: 1.5208 data_time: 0.0082 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 16:40:41] d2.data.common INFO: Serializing the dataset using: [03/23 16:40:41] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 16:40:41] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 16:40:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 16:40:41] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 16:40:43] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0021 s/iter. Inference: 0.0920 s/iter. Eval: 0.0002 s/iter. Total: 0.0944 s/iter. ETA=0:00:37 [03/23 16:40:48] d2.evaluation.evaluator INFO: Inference done 63/410. Dataloading: 0.0040 s/iter. Inference: 0.0918 s/iter. Eval: 0.0003 s/iter. Total: 0.0961 s/iter. ETA=0:00:33 [03/23 16:40:53] d2.evaluation.evaluator INFO: Inference done 115/410. Dataloading: 0.0036 s/iter. Inference: 0.0937 s/iter. Eval: 0.0002 s/iter. Total: 0.0976 s/iter. ETA=0:00:28 [03/23 16:40:58] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0034 s/iter. Inference: 0.0942 s/iter. Eval: 0.0002 s/iter. Total: 0.0979 s/iter. ETA=0:00:23 [03/23 16:41:03] d2.evaluation.evaluator INFO: Inference done 218/410. Dataloading: 0.0036 s/iter. Inference: 0.0938 s/iter. Eval: 0.0002 s/iter. Total: 0.0977 s/iter. ETA=0:00:18 [03/23 16:41:09] d2.evaluation.evaluator INFO: Inference done 270/410. Dataloading: 0.0034 s/iter. Inference: 0.0943 s/iter. Eval: 0.0002 s/iter. Total: 0.0980 s/iter. ETA=0:00:13 [03/23 16:41:14] d2.evaluation.evaluator INFO: Inference done 321/410. Dataloading: 0.0035 s/iter. Inference: 0.0944 s/iter. Eval: 0.0003 s/iter. Total: 0.0982 s/iter. ETA=0:00:08 [03/23 16:41:19] d2.evaluation.evaluator INFO: Inference done 373/410. Dataloading: 0.0034 s/iter. Inference: 0.0946 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:03 [03/23 16:41:22] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.786357 (0.098238 s / iter per device, on 1 devices) [03/23 16:41:22] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094377 s / iter per device, on 1 devices) [03/23 16:41:23] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 16:41:23] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 16:41:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 16:41:23] d2.evaluation.testing INFO: copypaste: 1.0472,6.5995,0.0025 [03/23 16:41:23] d2.data.common INFO: Serializing the dataset using: [03/23 16:41:23] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 16:41:23] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 16:41:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 16:41:23] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 16:41:25] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0102 s/iter. Inference: 0.0984 s/iter. Eval: 0.0002 s/iter. Total: 0.1088 s/iter. ETA=0:00:43 [03/23 16:41:30] d2.evaluation.evaluator INFO: Inference done 65/410. Dataloading: 0.0042 s/iter. Inference: 0.0913 s/iter. Eval: 0.0006 s/iter. Total: 0.0961 s/iter. ETA=0:00:33 [03/23 16:41:35] d2.evaluation.evaluator INFO: Inference done 116/410. Dataloading: 0.0035 s/iter. Inference: 0.0934 s/iter. Eval: 0.0004 s/iter. Total: 0.0975 s/iter. ETA=0:00:28 [03/23 16:41:40] d2.evaluation.evaluator INFO: Inference done 171/410. Dataloading: 0.0033 s/iter. Inference: 0.0921 s/iter. Eval: 0.0004 s/iter. Total: 0.0958 s/iter. ETA=0:00:22 [03/23 16:41:45] d2.evaluation.evaluator INFO: Inference done 221/410. Dataloading: 0.0030 s/iter. Inference: 0.0936 s/iter. Eval: 0.0003 s/iter. Total: 0.0970 s/iter. ETA=0:00:18 [03/23 16:41:50] d2.evaluation.evaluator INFO: Inference done 265/410. Dataloading: 0.0031 s/iter. Inference: 0.0966 s/iter. Eval: 0.0003 s/iter. Total: 0.1000 s/iter. ETA=0:00:14 [03/23 16:41:55] d2.evaluation.evaluator INFO: Inference done 311/410. Dataloading: 0.0030 s/iter. Inference: 0.0981 s/iter. Eval: 0.0003 s/iter. Total: 0.1015 s/iter. ETA=0:00:10 [03/23 16:42:00] d2.evaluation.evaluator INFO: Inference done 362/410. Dataloading: 0.0030 s/iter. Inference: 0.0980 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:04 [03/23 16:42:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.048379 (0.101354 s / iter per device, on 1 devices) [03/23 16:42:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097839 s / iter per device, on 1 devices) [03/23 16:42:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 16:42:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 16:42:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 16:42:06] d2.evaluation.testing INFO: copypaste: 0.6721,4.2667,0.0000 [03/23 16:42:06] d2.utils.events INFO: eta: 10:50:12 iter: 50999 total_loss: 1.427 loss_cls: 0.004579 loss_box_reg: 0.01348 loss_rpn_cls: 0.0006348 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6952 loss_cls_pseudo: 0.01417 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002179 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 0.8878 last_time: 1.3454 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 16:42:32] d2.utils.events INFO: eta: 10:49:58 iter: 51019 total_loss: 1.435 loss_cls: 0.006374 loss_box_reg: 0.02085 loss_rpn_cls: 0.0006875 loss_rpn_loc: 0.001421 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.01364 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003152 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6926 time: 0.8879 last_time: 1.5336 data_time: 0.0081 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 16:42:59] d2.utils.events INFO: eta: 10:49:31 iter: 51039 total_loss: 1.43 loss_cls: 0.004856 loss_box_reg: 0.01826 loss_rpn_cls: 0.001027 loss_rpn_loc: 0.001196 loss_D_img_s: 0.6933 loss_cls_pseudo: 0.01292 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002816 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 0.8881 last_time: 1.2164 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 16:43:25] d2.utils.events INFO: eta: 10:49:10 iter: 51059 total_loss: 1.446 loss_cls: 0.005128 loss_box_reg: 0.01521 loss_rpn_cls: 0.0007621 loss_rpn_loc: 0.001246 loss_D_img_s: 0.7025 loss_cls_pseudo: 0.0221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005605 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.8883 last_time: 1.3942 data_time: 0.0084 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 16:43:50] d2.utils.events INFO: eta: 10:48:01 iter: 51079 total_loss: 1.445 loss_cls: 0.004863 loss_box_reg: 0.01486 loss_rpn_cls: 0.0007513 loss_rpn_loc: 0.001038 loss_D_img_s: 0.713 loss_cls_pseudo: 0.02222 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004421 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6766 time: 0.8884 last_time: 1.3338 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 16:44:17] d2.utils.events INFO: eta: 10:47:47 iter: 51099 total_loss: 1.431 loss_cls: 0.00544 loss_box_reg: 0.01373 loss_rpn_cls: 0.0008777 loss_rpn_loc: 0.001129 loss_D_img_s: 0.7045 loss_cls_pseudo: 0.02008 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003339 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6774 time: 0.8886 last_time: 1.1914 data_time: 0.0080 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 16:44:43] d2.utils.events INFO: eta: 10:46:35 iter: 51119 total_loss: 1.452 loss_cls: 0.004851 loss_box_reg: 0.01553 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.0009069 loss_D_img_s: 0.7121 loss_cls_pseudo: 0.02389 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006467 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6788 time: 0.8888 last_time: 1.3770 data_time: 0.0086 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 16:45:09] d2.utils.events INFO: eta: 10:46:58 iter: 51139 total_loss: 1.434 loss_cls: 0.005374 loss_box_reg: 0.01632 loss_rpn_cls: 0.0006071 loss_rpn_loc: 0.001217 loss_D_img_s: 0.6927 loss_cls_pseudo: 0.01521 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.8889 last_time: 1.4268 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:45:36] d2.utils.events INFO: eta: 10:46:58 iter: 51159 total_loss: 1.431 loss_cls: 0.004219 loss_box_reg: 0.01279 loss_rpn_cls: 0.0003794 loss_rpn_loc: 0.0009914 loss_D_img_s: 0.6717 loss_cls_pseudo: 0.01755 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7156 time: 0.8891 last_time: 1.4528 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 16:46:03] d2.utils.events INFO: eta: 10:46:35 iter: 51179 total_loss: 1.438 loss_cls: 0.00382 loss_box_reg: 0.01381 loss_rpn_cls: 0.0003529 loss_rpn_loc: 0.001266 loss_D_img_s: 0.67 loss_cls_pseudo: 0.01826 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7172 time: 0.8893 last_time: 1.2781 data_time: 0.0080 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 16:46:29] d2.utils.events INFO: eta: 10:45:49 iter: 51199 total_loss: 1.446 loss_cls: 0.00504 loss_box_reg: 0.01571 loss_rpn_cls: 0.0006617 loss_rpn_loc: 0.001148 loss_D_img_s: 0.6785 loss_cls_pseudo: 0.02353 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003562 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7081 time: 0.8894 last_time: 1.3838 data_time: 0.0083 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 16:46:56] d2.utils.events INFO: eta: 10:45:40 iter: 51219 total_loss: 1.426 loss_cls: 0.003394 loss_box_reg: 0.01281 loss_rpn_cls: 0.0003035 loss_rpn_loc: 0.0008295 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01879 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002273 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.8896 last_time: 1.2063 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 16:47:23] d2.utils.events INFO: eta: 10:45:03 iter: 51239 total_loss: 1.43 loss_cls: 0.004076 loss_box_reg: 0.01349 loss_rpn_cls: 0.0005816 loss_rpn_loc: 0.0008691 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.01955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005032 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6926 time: 0.8898 last_time: 1.3605 data_time: 0.0089 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 16:47:48] d2.utils.events INFO: eta: 10:44:36 iter: 51259 total_loss: 1.442 loss_cls: 0.003791 loss_box_reg: 0.01479 loss_rpn_cls: 0.0003722 loss_rpn_loc: 0.0009193 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.0251 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003071 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6869 time: 0.8899 last_time: 1.1769 data_time: 0.0080 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 16:48:15] d2.utils.events INFO: eta: 10:44:33 iter: 51279 total_loss: 1.423 loss_cls: 0.00506 loss_box_reg: 0.01697 loss_rpn_cls: 0.001079 loss_rpn_loc: 0.001468 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.0184 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002828 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.8901 last_time: 1.3722 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 16:48:42] d2.utils.events INFO: eta: 10:44:19 iter: 51299 total_loss: 1.418 loss_cls: 0.004363 loss_box_reg: 0.01178 loss_rpn_cls: 0.0006424 loss_rpn_loc: 0.0009237 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.01294 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002262 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6902 time: 0.8903 last_time: 1.3805 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 16:49:08] d2.utils.events INFO: eta: 10:43:52 iter: 51319 total_loss: 1.421 loss_cls: 0.004564 loss_box_reg: 0.01345 loss_rpn_cls: 0.0007377 loss_rpn_loc: 0.001269 loss_D_img_s: 0.6925 loss_cls_pseudo: 0.02529 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004833 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6779 time: 0.8905 last_time: 1.1706 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 16:49:34] d2.utils.events INFO: eta: 10:43:35 iter: 51339 total_loss: 1.412 loss_cls: 0.004391 loss_box_reg: 0.01364 loss_rpn_cls: 0.0008113 loss_rpn_loc: 0.0008109 loss_D_img_s: 0.6821 loss_cls_pseudo: 0.01534 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002341 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6839 time: 0.8906 last_time: 1.3391 data_time: 0.0083 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 16:50:00] d2.utils.events INFO: eta: 10:42:46 iter: 51359 total_loss: 1.428 loss_cls: 0.005046 loss_box_reg: 0.01871 loss_rpn_cls: 0.0006999 loss_rpn_loc: 0.001171 loss_D_img_s: 0.6991 loss_cls_pseudo: 0.0153 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003004 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6678 time: 0.8908 last_time: 1.3907 data_time: 0.0086 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 16:50:27] d2.utils.events INFO: eta: 10:41:22 iter: 51379 total_loss: 1.436 loss_cls: 0.004773 loss_box_reg: 0.01625 loss_rpn_cls: 0.0008377 loss_rpn_loc: 0.00112 loss_D_img_s: 0.69 loss_cls_pseudo: 0.02009 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003214 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6867 time: 0.8909 last_time: 1.2043 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 16:50:53] d2.utils.events INFO: eta: 10:41:08 iter: 51399 total_loss: 1.43 loss_cls: 0.00395 loss_box_reg: 0.01139 loss_rpn_cls: 0.000755 loss_rpn_loc: 0.001137 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.01736 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003443 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 0.8911 last_time: 1.1202 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 16:51:20] d2.utils.events INFO: eta: 10:40:28 iter: 51419 total_loss: 1.44 loss_cls: 0.005792 loss_box_reg: 0.01506 loss_rpn_cls: 0.0007937 loss_rpn_loc: 0.0009011 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01719 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003182 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.8913 last_time: 1.4089 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 16:51:45] d2.utils.events INFO: eta: 10:39:29 iter: 51439 total_loss: 1.439 loss_cls: 0.006188 loss_box_reg: 0.01673 loss_rpn_cls: 0.0007958 loss_rpn_loc: 0.001357 loss_D_img_s: 0.676 loss_cls_pseudo: 0.02257 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7058 time: 0.8914 last_time: 1.2064 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 16:52:11] d2.utils.events INFO: eta: 10:38:59 iter: 51459 total_loss: 1.428 loss_cls: 0.004531 loss_box_reg: 0.0161 loss_rpn_cls: 0.0005733 loss_rpn_loc: 0.0008534 loss_D_img_s: 0.6797 loss_cls_pseudo: 0.01294 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004018 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.702 time: 0.8916 last_time: 1.2040 data_time: 0.0083 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 16:52:38] d2.utils.events INFO: eta: 10:38:23 iter: 51479 total_loss: 1.428 loss_cls: 0.004386 loss_box_reg: 0.0143 loss_rpn_cls: 0.0009822 loss_rpn_loc: 0.001042 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.01255 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.8918 last_time: 1.6091 data_time: 0.0081 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 16:53:04] d2.utils.events INFO: eta: 10:37:40 iter: 51499 total_loss: 1.437 loss_cls: 0.004432 loss_box_reg: 0.01356 loss_rpn_cls: 0.0005967 loss_rpn_loc: 0.0009759 loss_D_img_s: 0.7072 loss_cls_pseudo: 0.02356 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005099 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6788 time: 0.8919 last_time: 1.3541 data_time: 0.0081 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 16:53:29] d2.utils.events INFO: eta: 10:37:09 iter: 51519 total_loss: 1.458 loss_cls: 0.00618 loss_box_reg: 0.01717 loss_rpn_cls: 0.0004936 loss_rpn_loc: 0.001048 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.02724 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003516 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.8921 last_time: 1.4019 data_time: 0.0075 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 16:53:56] d2.utils.events INFO: eta: 10:35:45 iter: 51539 total_loss: 1.45 loss_cls: 0.006223 loss_box_reg: 0.01916 loss_rpn_cls: 0.0006181 loss_rpn_loc: 0.0009755 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.0179 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005857 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.8922 last_time: 1.3932 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 16:54:21] d2.utils.events INFO: eta: 10:34:29 iter: 51559 total_loss: 1.436 loss_cls: 0.004752 loss_box_reg: 0.01418 loss_rpn_cls: 0.000524 loss_rpn_loc: 0.0008524 loss_D_img_s: 0.7056 loss_cls_pseudo: 0.01749 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002198 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6807 time: 0.8924 last_time: 1.2746 data_time: 0.0075 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 16:54:48] d2.utils.events INFO: eta: 10:34:00 iter: 51579 total_loss: 1.429 loss_cls: 0.003431 loss_box_reg: 0.01311 loss_rpn_cls: 0.0003517 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.0228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003432 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 0.8926 last_time: 1.5739 data_time: 0.0086 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 16:55:15] d2.utils.events INFO: eta: 10:33:50 iter: 51599 total_loss: 1.443 loss_cls: 0.005431 loss_box_reg: 0.0159 loss_rpn_cls: 0.0009256 loss_rpn_loc: 0.001313 loss_D_img_s: 0.679 loss_cls_pseudo: 0.03141 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.8927 last_time: 1.3479 data_time: 0.0087 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 16:55:41] d2.utils.events INFO: eta: 10:33:28 iter: 51619 total_loss: 1.431 loss_cls: 0.005233 loss_box_reg: 0.01883 loss_rpn_cls: 0.0007359 loss_rpn_loc: 0.001339 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.0252 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006818 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.8929 last_time: 1.3589 data_time: 0.0073 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 16:56:08] d2.utils.events INFO: eta: 10:33:56 iter: 51639 total_loss: 1.445 loss_cls: 0.005549 loss_box_reg: 0.01613 loss_rpn_cls: 0.001322 loss_rpn_loc: 0.001172 loss_D_img_s: 0.6714 loss_cls_pseudo: 0.02284 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004966 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7026 time: 0.8931 last_time: 1.3597 data_time: 0.0085 last_data_time: 0.0119 lr: 0.01 max_mem: 12687M [03/23 16:56:34] d2.utils.events INFO: eta: 10:32:19 iter: 51659 total_loss: 1.421 loss_cls: 0.005306 loss_box_reg: 0.01418 loss_rpn_cls: 0.0006415 loss_rpn_loc: 0.001048 loss_D_img_s: 0.6716 loss_cls_pseudo: 0.01477 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002867 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.8932 last_time: 1.2951 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 16:57:00] d2.utils.events INFO: eta: 10:31:46 iter: 51679 total_loss: 1.436 loss_cls: 0.004482 loss_box_reg: 0.01368 loss_rpn_cls: 0.000702 loss_rpn_loc: 0.001319 loss_D_img_s: 0.7004 loss_cls_pseudo: 0.01586 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002217 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 0.8934 last_time: 1.2262 data_time: 0.0077 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 16:57:26] d2.utils.events INFO: eta: 10:31:15 iter: 51699 total_loss: 1.438 loss_cls: 0.005109 loss_box_reg: 0.01395 loss_rpn_cls: 0.0005881 loss_rpn_loc: 0.001162 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.01074 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003007 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6947 time: 0.8935 last_time: 1.2266 data_time: 0.0087 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 16:57:53] d2.utils.events INFO: eta: 10:30:33 iter: 51719 total_loss: 1.44 loss_cls: 0.005855 loss_box_reg: 0.01686 loss_rpn_cls: 0.0008554 loss_rpn_loc: 0.001237 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.02046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002962 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6986 time: 0.8937 last_time: 1.1849 data_time: 0.0095 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 16:58:18] d2.utils.events INFO: eta: 10:30:06 iter: 51739 total_loss: 1.419 loss_cls: 0.003433 loss_box_reg: 0.01189 loss_rpn_cls: 0.0002252 loss_rpn_loc: 0.001015 loss_D_img_s: 0.6735 loss_cls_pseudo: 0.01679 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00136 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7031 time: 0.8939 last_time: 1.3539 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 16:58:45] d2.utils.events INFO: eta: 10:29:51 iter: 51759 total_loss: 1.439 loss_cls: 0.005845 loss_box_reg: 0.0199 loss_rpn_cls: 0.0007936 loss_rpn_loc: 0.001249 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.02085 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7031 time: 0.8940 last_time: 1.2000 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 16:59:11] d2.utils.events INFO: eta: 10:28:34 iter: 51779 total_loss: 1.454 loss_cls: 0.004262 loss_box_reg: 0.01486 loss_rpn_cls: 0.0006065 loss_rpn_loc: 0.00116 loss_D_img_s: 0.7153 loss_cls_pseudo: 0.025 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003244 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6741 time: 0.8942 last_time: 1.1926 data_time: 0.0086 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 16:59:39] d2.utils.events INFO: eta: 10:29:05 iter: 51799 total_loss: 1.438 loss_cls: 0.00451 loss_box_reg: 0.01614 loss_rpn_cls: 0.0007956 loss_rpn_loc: 0.001152 loss_D_img_s: 0.7372 loss_cls_pseudo: 0.02044 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002489 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6532 time: 0.8944 last_time: 1.3882 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:00:05] d2.utils.events INFO: eta: 10:28:39 iter: 51819 total_loss: 1.442 loss_cls: 0.003772 loss_box_reg: 0.01544 loss_rpn_cls: 0.0007681 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.0239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.8945 last_time: 1.2369 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 17:00:31] d2.utils.events INFO: eta: 10:28:06 iter: 51839 total_loss: 1.447 loss_cls: 0.005985 loss_box_reg: 0.0194 loss_rpn_cls: 0.0008861 loss_rpn_loc: 0.001198 loss_D_img_s: 0.6576 loss_cls_pseudo: 0.02481 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003836 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7317 time: 0.8947 last_time: 1.1967 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 17:00:57] d2.utils.events INFO: eta: 10:26:47 iter: 51859 total_loss: 1.447 loss_cls: 0.003782 loss_box_reg: 0.01377 loss_rpn_cls: 0.0005975 loss_rpn_loc: 0.0008987 loss_D_img_s: 0.6606 loss_cls_pseudo: 0.02115 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008105 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7256 time: 0.8949 last_time: 1.3633 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 17:01:23] d2.utils.events INFO: eta: 10:25:48 iter: 51879 total_loss: 1.435 loss_cls: 0.00523 loss_box_reg: 0.01544 loss_rpn_cls: 0.0005585 loss_rpn_loc: 0.001054 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.01606 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001387 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7044 time: 0.8950 last_time: 1.4018 data_time: 0.0086 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/23 17:01:50] d2.utils.events INFO: eta: 10:25:54 iter: 51899 total_loss: 1.433 loss_cls: 0.004785 loss_box_reg: 0.01414 loss_rpn_cls: 0.0004219 loss_rpn_loc: 0.001034 loss_D_img_s: 0.7032 loss_cls_pseudo: 0.01603 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001713 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6843 time: 0.8952 last_time: 1.3784 data_time: 0.0085 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 17:02:17] d2.utils.events INFO: eta: 10:25:27 iter: 51919 total_loss: 1.441 loss_cls: 0.005113 loss_box_reg: 0.01575 loss_rpn_cls: 0.0005328 loss_rpn_loc: 0.001102 loss_D_img_s: 0.7075 loss_cls_pseudo: 0.0253 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00411 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6766 time: 0.8954 last_time: 1.2328 data_time: 0.0078 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:02:43] d2.utils.events INFO: eta: 10:24:37 iter: 51939 total_loss: 1.423 loss_cls: 0.005127 loss_box_reg: 0.01816 loss_rpn_cls: 0.0005867 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01372 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002568 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.8955 last_time: 1.3447 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 17:03:09] d2.utils.events INFO: eta: 10:24:49 iter: 51959 total_loss: 1.432 loss_cls: 0.003571 loss_box_reg: 0.01307 loss_rpn_cls: 0.0003982 loss_rpn_loc: 0.0009395 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.01751 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003204 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 0.8957 last_time: 1.3654 data_time: 0.0079 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 17:03:36] d2.utils.events INFO: eta: 10:23:44 iter: 51979 total_loss: 1.431 loss_cls: 0.005447 loss_box_reg: 0.01983 loss_rpn_cls: 0.0005681 loss_rpn_loc: 0.0009903 loss_D_img_s: 0.703 loss_cls_pseudo: 0.0166 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.8958 last_time: 1.4057 data_time: 0.0085 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:04:04] d2.data.common INFO: Serializing the dataset using: [03/23 17:04:04] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 17:04:04] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 17:04:04] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 17:04:04] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 17:04:06] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0067 s/iter. Inference: 0.1427 s/iter. Eval: 0.0002 s/iter. Total: 0.1496 s/iter. ETA=0:00:59 [03/23 17:04:11] d2.evaluation.evaluator INFO: Inference done 57/410. Dataloading: 0.0032 s/iter. Inference: 0.1102 s/iter. Eval: 0.0003 s/iter. Total: 0.1137 s/iter. ETA=0:00:40 [03/23 17:04:16] d2.evaluation.evaluator INFO: Inference done 100/410. Dataloading: 0.0034 s/iter. Inference: 0.1113 s/iter. Eval: 0.0004 s/iter. Total: 0.1151 s/iter. ETA=0:00:35 [03/23 17:04:21] d2.evaluation.evaluator INFO: Inference done 149/410. Dataloading: 0.0032 s/iter. Inference: 0.1074 s/iter. Eval: 0.0004 s/iter. Total: 0.1110 s/iter. ETA=0:00:28 [03/23 17:04:26] d2.evaluation.evaluator INFO: Inference done 200/410. Dataloading: 0.0034 s/iter. Inference: 0.1041 s/iter. Eval: 0.0003 s/iter. Total: 0.1078 s/iter. ETA=0:00:22 [03/23 17:04:31] d2.evaluation.evaluator INFO: Inference done 244/410. Dataloading: 0.0035 s/iter. Inference: 0.1053 s/iter. Eval: 0.0003 s/iter. Total: 0.1092 s/iter. ETA=0:00:18 [03/23 17:04:36] d2.evaluation.evaluator INFO: Inference done 286/410. Dataloading: 0.0036 s/iter. Inference: 0.1068 s/iter. Eval: 0.0003 s/iter. Total: 0.1107 s/iter. ETA=0:00:13 [03/23 17:04:41] d2.evaluation.evaluator INFO: Inference done 332/410. Dataloading: 0.0033 s/iter. Inference: 0.1068 s/iter. Eval: 0.0003 s/iter. Total: 0.1105 s/iter. ETA=0:00:08 [03/23 17:04:46] d2.evaluation.evaluator INFO: Inference done 382/410. Dataloading: 0.0031 s/iter. Inference: 0.1059 s/iter. Eval: 0.0003 s/iter. Total: 0.1094 s/iter. ETA=0:00:03 [03/23 17:04:49] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.275466 (0.109322 s / iter per device, on 1 devices) [03/23 17:04:49] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.105628 s / iter per device, on 1 devices) [03/23 17:04:50] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 17:04:50] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 17:04:50] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 17:04:50] d2.evaluation.testing INFO: copypaste: 0.6386,4.2659,0.0147 [03/23 17:04:50] d2.data.common INFO: Serializing the dataset using: [03/23 17:04:50] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 17:04:50] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 17:04:50] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 17:04:50] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 17:04:51] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0024 s/iter. Inference: 0.0883 s/iter. Eval: 0.0002 s/iter. Total: 0.0909 s/iter. ETA=0:00:36 [03/23 17:04:56] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0048 s/iter. Inference: 0.0997 s/iter. Eval: 0.0003 s/iter. Total: 0.1048 s/iter. ETA=0:00:36 [03/23 17:05:01] d2.evaluation.evaluator INFO: Inference done 105/410. Dataloading: 0.0049 s/iter. Inference: 0.1003 s/iter. Eval: 0.0005 s/iter. Total: 0.1057 s/iter. ETA=0:00:32 [03/23 17:05:06] d2.evaluation.evaluator INFO: Inference done 152/410. Dataloading: 0.0056 s/iter. Inference: 0.0999 s/iter. Eval: 0.0005 s/iter. Total: 0.1061 s/iter. ETA=0:00:27 [03/23 17:05:12] d2.evaluation.evaluator INFO: Inference done 187/410. Dataloading: 0.0050 s/iter. Inference: 0.1085 s/iter. Eval: 0.0005 s/iter. Total: 0.1141 s/iter. ETA=0:00:25 [03/23 17:05:17] d2.evaluation.evaluator INFO: Inference done 221/410. Dataloading: 0.0048 s/iter. Inference: 0.1147 s/iter. Eval: 0.0004 s/iter. Total: 0.1200 s/iter. ETA=0:00:22 [03/23 17:05:22] d2.evaluation.evaluator INFO: Inference done 258/410. Dataloading: 0.0044 s/iter. Inference: 0.1176 s/iter. Eval: 0.0004 s/iter. Total: 0.1225 s/iter. ETA=0:00:18 [03/23 17:05:27] d2.evaluation.evaluator INFO: Inference done 293/410. Dataloading: 0.0046 s/iter. Inference: 0.1202 s/iter. Eval: 0.0004 s/iter. Total: 0.1253 s/iter. ETA=0:00:14 [03/23 17:05:32] d2.evaluation.evaluator INFO: Inference done 326/410. Dataloading: 0.0044 s/iter. Inference: 0.1235 s/iter. Eval: 0.0004 s/iter. Total: 0.1284 s/iter. ETA=0:00:10 [03/23 17:05:37] d2.evaluation.evaluator INFO: Inference done 359/410. Dataloading: 0.0042 s/iter. Inference: 0.1260 s/iter. Eval: 0.0004 s/iter. Total: 0.1307 s/iter. ETA=0:00:06 [03/23 17:05:42] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0042 s/iter. Inference: 0.1278 s/iter. Eval: 0.0004 s/iter. Total: 0.1325 s/iter. ETA=0:00:02 [03/23 17:05:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:52.484707 (0.129592 s / iter per device, on 1 devices) [03/23 17:05:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:50 (0.124666 s / iter per device, on 1 devices) [03/23 17:05:44] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 17:05:44] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 17:05:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 17:05:44] d2.evaluation.testing INFO: copypaste: 0.7033,5.7016,0.0000 [03/23 17:05:44] d2.utils.events INFO: eta: 10:24:14 iter: 51999 total_loss: 1.44 loss_cls: 0.00335 loss_box_reg: 0.01343 loss_rpn_cls: 0.0005145 loss_rpn_loc: 0.001565 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.02101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004722 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 0.8960 last_time: 1.3438 data_time: 0.0078 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 17:06:09] d2.utils.events INFO: eta: 10:22:45 iter: 52019 total_loss: 1.433 loss_cls: 0.005486 loss_box_reg: 0.01776 loss_rpn_cls: 0.0004968 loss_rpn_loc: 0.001348 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.01642 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002707 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6966 time: 0.8962 last_time: 1.1971 data_time: 0.0091 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 17:06:36] d2.utils.events INFO: eta: 10:23:02 iter: 52039 total_loss: 1.43 loss_cls: 0.005362 loss_box_reg: 0.01784 loss_rpn_cls: 0.0006646 loss_rpn_loc: 0.00114 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6913 time: 0.8964 last_time: 1.1738 data_time: 0.0085 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:07:03] d2.utils.events INFO: eta: 10:21:57 iter: 52059 total_loss: 1.433 loss_cls: 0.004629 loss_box_reg: 0.01488 loss_rpn_cls: 0.0009191 loss_rpn_loc: 0.001128 loss_D_img_s: 0.7107 loss_cls_pseudo: 0.01489 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002394 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6732 time: 0.8965 last_time: 1.2105 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:07:31] d2.utils.events INFO: eta: 10:23:08 iter: 52079 total_loss: 1.426 loss_cls: 0.003018 loss_box_reg: 0.01056 loss_rpn_cls: 0.0003443 loss_rpn_loc: 0.001037 loss_D_img_s: 0.7058 loss_cls_pseudo: 0.02044 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001799 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.8967 last_time: 1.4231 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 17:07:57] d2.utils.events INFO: eta: 10:22:41 iter: 52099 total_loss: 1.446 loss_cls: 0.005831 loss_box_reg: 0.0164 loss_rpn_cls: 0.001003 loss_rpn_loc: 0.001177 loss_D_img_s: 0.684 loss_cls_pseudo: 0.02265 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00408 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7009 time: 0.8969 last_time: 1.4036 data_time: 0.0078 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 17:08:24] d2.utils.events INFO: eta: 10:23:09 iter: 52119 total_loss: 1.432 loss_cls: 0.003913 loss_box_reg: 0.01487 loss_rpn_cls: 0.0006872 loss_rpn_loc: 0.000911 loss_D_img_s: 0.6708 loss_cls_pseudo: 0.01695 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003516 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7105 time: 0.8970 last_time: 1.3634 data_time: 0.0079 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 17:08:51] d2.utils.events INFO: eta: 10:22:50 iter: 52139 total_loss: 1.429 loss_cls: 0.005452 loss_box_reg: 0.01561 loss_rpn_cls: 0.0007819 loss_rpn_loc: 0.00124 loss_D_img_s: 0.6788 loss_cls_pseudo: 0.01568 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002051 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7137 time: 0.8972 last_time: 1.2058 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 17:09:16] d2.utils.events INFO: eta: 10:22:10 iter: 52159 total_loss: 1.433 loss_cls: 0.00481 loss_box_reg: 0.01621 loss_rpn_cls: 0.00057 loss_rpn_loc: 0.001185 loss_D_img_s: 0.7122 loss_cls_pseudo: 0.01689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002569 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6762 time: 0.8974 last_time: 1.3589 data_time: 0.0074 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:09:44] d2.utils.events INFO: eta: 10:21:48 iter: 52179 total_loss: 1.435 loss_cls: 0.003837 loss_box_reg: 0.01161 loss_rpn_cls: 0.0003934 loss_rpn_loc: 0.0008698 loss_D_img_s: 0.7364 loss_cls_pseudo: 0.0221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004908 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6493 time: 0.8975 last_time: 1.1829 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 17:10:11] d2.utils.events INFO: eta: 10:21:22 iter: 52199 total_loss: 1.431 loss_cls: 0.005806 loss_box_reg: 0.01282 loss_rpn_cls: 0.0006189 loss_rpn_loc: 0.001014 loss_D_img_s: 0.7168 loss_cls_pseudo: 0.01998 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002649 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6762 time: 0.8977 last_time: 1.1694 data_time: 0.0084 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 17:10:37] d2.utils.events INFO: eta: 10:19:56 iter: 52219 total_loss: 1.437 loss_cls: 0.00597 loss_box_reg: 0.02141 loss_rpn_cls: 0.0009628 loss_rpn_loc: 0.001095 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.014 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00212 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7007 time: 0.8979 last_time: 1.1413 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:11:03] d2.utils.events INFO: eta: 10:18:55 iter: 52239 total_loss: 1.426 loss_cls: 0.005597 loss_box_reg: 0.01795 loss_rpn_cls: 0.0009958 loss_rpn_loc: 0.001169 loss_D_img_s: 0.6654 loss_cls_pseudo: 0.01551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001901 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.713 time: 0.8980 last_time: 1.2999 data_time: 0.0079 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 17:11:29] d2.utils.events INFO: eta: 10:18:22 iter: 52259 total_loss: 1.441 loss_cls: 0.003881 loss_box_reg: 0.01488 loss_rpn_cls: 0.0009434 loss_rpn_loc: 0.0009881 loss_D_img_s: 0.6698 loss_cls_pseudo: 0.0214 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002352 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7144 time: 0.8982 last_time: 1.2117 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 17:11:56] d2.utils.events INFO: eta: 10:18:15 iter: 52279 total_loss: 1.428 loss_cls: 0.003143 loss_box_reg: 0.01409 loss_rpn_cls: 0.0006325 loss_rpn_loc: 0.000844 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001963 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6925 time: 0.8983 last_time: 1.3635 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:12:22] d2.utils.events INFO: eta: 10:17:14 iter: 52299 total_loss: 1.442 loss_cls: 0.004606 loss_box_reg: 0.01268 loss_rpn_cls: 0.0005298 loss_rpn_loc: 0.000966 loss_D_img_s: 0.7029 loss_cls_pseudo: 0.021 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004455 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6849 time: 0.8985 last_time: 1.2094 data_time: 0.0082 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 17:12:48] d2.utils.events INFO: eta: 10:17:21 iter: 52319 total_loss: 1.441 loss_cls: 0.00559 loss_box_reg: 0.0165 loss_rpn_cls: 0.0006433 loss_rpn_loc: 0.001289 loss_D_img_s: 0.7065 loss_cls_pseudo: 0.01855 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002554 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.8987 last_time: 1.2379 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:13:15] d2.utils.events INFO: eta: 10:16:58 iter: 52339 total_loss: 1.424 loss_cls: 0.005263 loss_box_reg: 0.017 loss_rpn_cls: 0.001764 loss_rpn_loc: 0.001231 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.01722 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001843 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.8988 last_time: 1.3871 data_time: 0.0083 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 17:13:43] d2.utils.events INFO: eta: 10:17:16 iter: 52359 total_loss: 1.442 loss_cls: 0.003981 loss_box_reg: 0.01302 loss_rpn_cls: 0.0003777 loss_rpn_loc: 0.001414 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.02372 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004907 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.8990 last_time: 1.3771 data_time: 0.0085 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 17:14:09] d2.utils.events INFO: eta: 10:16:24 iter: 52379 total_loss: 1.437 loss_cls: 0.005631 loss_box_reg: 0.01609 loss_rpn_cls: 0.0008615 loss_rpn_loc: 0.0009606 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01569 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.8992 last_time: 1.3912 data_time: 0.0076 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 17:14:36] d2.utils.events INFO: eta: 10:16:16 iter: 52399 total_loss: 1.43 loss_cls: 0.005334 loss_box_reg: 0.01594 loss_rpn_cls: 0.000452 loss_rpn_loc: 0.0008519 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.01707 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00442 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6976 time: 0.8993 last_time: 1.1741 data_time: 0.0077 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 17:15:02] d2.utils.events INFO: eta: 10:16:21 iter: 52419 total_loss: 1.437 loss_cls: 0.006572 loss_box_reg: 0.01725 loss_rpn_cls: 0.0005103 loss_rpn_loc: 0.001156 loss_D_img_s: 0.6892 loss_cls_pseudo: 0.02799 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.8995 last_time: 1.5570 data_time: 0.0088 last_data_time: 0.0203 lr: 0.01 max_mem: 12687M [03/23 17:15:29] d2.utils.events INFO: eta: 10:17:14 iter: 52439 total_loss: 1.429 loss_cls: 0.005735 loss_box_reg: 0.01328 loss_rpn_cls: 0.0005265 loss_rpn_loc: 0.001087 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.01795 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003566 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.8997 last_time: 1.3677 data_time: 0.0087 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 17:15:55] d2.utils.events INFO: eta: 10:16:53 iter: 52459 total_loss: 1.432 loss_cls: 0.004541 loss_box_reg: 0.01626 loss_rpn_cls: 0.0005413 loss_rpn_loc: 0.001413 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.01277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002164 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 0.8998 last_time: 1.1831 data_time: 0.0084 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 17:16:21] d2.utils.events INFO: eta: 10:16:27 iter: 52479 total_loss: 1.454 loss_cls: 0.005817 loss_box_reg: 0.01288 loss_rpn_cls: 0.001067 loss_rpn_loc: 0.001402 loss_D_img_s: 0.695 loss_cls_pseudo: 0.03555 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007603 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.9000 last_time: 1.4904 data_time: 0.0079 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 17:16:49] d2.utils.events INFO: eta: 10:16:51 iter: 52499 total_loss: 1.419 loss_cls: 0.00491 loss_box_reg: 0.01643 loss_rpn_cls: 0.0005291 loss_rpn_loc: 0.001101 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.01214 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00146 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6976 time: 0.9002 last_time: 1.4399 data_time: 0.0087 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 17:17:17] d2.utils.events INFO: eta: 10:16:40 iter: 52519 total_loss: 1.439 loss_cls: 0.005508 loss_box_reg: 0.01333 loss_rpn_cls: 0.0005537 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6727 loss_cls_pseudo: 0.02234 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7095 time: 0.9004 last_time: 1.4270 data_time: 0.0083 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 17:17:44] d2.utils.events INFO: eta: 10:16:31 iter: 52539 total_loss: 1.44 loss_cls: 0.005416 loss_box_reg: 0.01385 loss_rpn_cls: 0.0008477 loss_rpn_loc: 0.00116 loss_D_img_s: 0.6777 loss_cls_pseudo: 0.02568 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004268 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7052 time: 0.9005 last_time: 1.1979 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 17:18:10] d2.utils.events INFO: eta: 10:16:23 iter: 52559 total_loss: 1.442 loss_cls: 0.004409 loss_box_reg: 0.0162 loss_rpn_cls: 0.0004902 loss_rpn_loc: 0.0009525 loss_D_img_s: 0.6872 loss_cls_pseudo: 0.02709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004448 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6966 time: 0.9007 last_time: 1.3281 data_time: 0.0082 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 17:18:37] d2.utils.events INFO: eta: 10:16:01 iter: 52579 total_loss: 1.437 loss_cls: 0.005469 loss_box_reg: 0.01759 loss_rpn_cls: 0.001414 loss_rpn_loc: 0.001315 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.02238 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002685 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 0.9009 last_time: 1.1602 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 17:19:04] d2.utils.events INFO: eta: 10:15:41 iter: 52599 total_loss: 1.44 loss_cls: 0.004681 loss_box_reg: 0.01575 loss_rpn_cls: 0.0007075 loss_rpn_loc: 0.000936 loss_D_img_s: 0.7053 loss_cls_pseudo: 0.02198 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002451 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6802 time: 0.9010 last_time: 1.1865 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:19:31] d2.utils.events INFO: eta: 10:15:14 iter: 52619 total_loss: 1.434 loss_cls: 0.004525 loss_box_reg: 0.01664 loss_rpn_cls: 0.0007353 loss_rpn_loc: 0.001248 loss_D_img_s: 0.6947 loss_cls_pseudo: 0.02197 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.9012 last_time: 1.2098 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 17:19:56] d2.utils.events INFO: eta: 10:13:42 iter: 52639 total_loss: 1.435 loss_cls: 0.004114 loss_box_reg: 0.01263 loss_rpn_cls: 0.0006136 loss_rpn_loc: 0.001143 loss_D_img_s: 0.6788 loss_cls_pseudo: 0.01943 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006254 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7016 time: 0.9013 last_time: 1.1790 data_time: 0.0074 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 17:20:22] d2.utils.events INFO: eta: 10:13:15 iter: 52659 total_loss: 1.428 loss_cls: 0.00356 loss_box_reg: 0.01202 loss_rpn_cls: 0.0006783 loss_rpn_loc: 0.00114 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.0184 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006402 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.9015 last_time: 1.2428 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:20:48] d2.utils.events INFO: eta: 10:12:55 iter: 52679 total_loss: 1.442 loss_cls: 0.005218 loss_box_reg: 0.01554 loss_rpn_cls: 0.0005687 loss_rpn_loc: 0.001243 loss_D_img_s: 0.7039 loss_cls_pseudo: 0.02454 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003541 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.9016 last_time: 1.3562 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:21:16] d2.utils.events INFO: eta: 10:12:55 iter: 52699 total_loss: 1.432 loss_cls: 0.005586 loss_box_reg: 0.0161 loss_rpn_cls: 0.0008915 loss_rpn_loc: 0.001199 loss_D_img_s: 0.7126 loss_cls_pseudo: 0.01695 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6656 time: 0.9018 last_time: 1.1730 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 17:21:44] d2.utils.events INFO: eta: 10:13:11 iter: 52719 total_loss: 1.435 loss_cls: 0.004214 loss_box_reg: 0.0117 loss_rpn_cls: 0.0004928 loss_rpn_loc: 0.0009322 loss_D_img_s: 0.705 loss_cls_pseudo: 0.02135 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6773 time: 0.9020 last_time: 1.3963 data_time: 0.0081 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 17:22:09] d2.utils.events INFO: eta: 10:12:21 iter: 52739 total_loss: 1.441 loss_cls: 0.005165 loss_box_reg: 0.01561 loss_rpn_cls: 0.0005202 loss_rpn_loc: 0.0009866 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.0213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002223 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.9021 last_time: 1.1898 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 17:22:36] d2.utils.events INFO: eta: 10:11:54 iter: 52759 total_loss: 1.433 loss_cls: 0.006128 loss_box_reg: 0.01668 loss_rpn_cls: 0.0007581 loss_rpn_loc: 0.0008757 loss_D_img_s: 0.6851 loss_cls_pseudo: 0.01686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003014 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 0.9023 last_time: 1.5115 data_time: 0.0084 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 17:23:03] d2.utils.events INFO: eta: 10:11:27 iter: 52779 total_loss: 1.436 loss_cls: 0.005415 loss_box_reg: 0.01718 loss_rpn_cls: 0.0006169 loss_rpn_loc: 0.00123 loss_D_img_s: 0.6979 loss_cls_pseudo: 0.0175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002134 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.9025 last_time: 1.3564 data_time: 0.0084 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 17:23:29] d2.utils.events INFO: eta: 10:10:14 iter: 52799 total_loss: 1.472 loss_cls: 0.005766 loss_box_reg: 0.01781 loss_rpn_cls: 0.0009769 loss_rpn_loc: 0.001381 loss_D_img_s: 0.7293 loss_cls_pseudo: 0.02492 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005613 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6626 time: 0.9026 last_time: 1.4665 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 17:23:55] d2.utils.events INFO: eta: 10:09:17 iter: 52819 total_loss: 1.425 loss_cls: 0.003965 loss_box_reg: 0.01193 loss_rpn_cls: 0.000772 loss_rpn_loc: 0.0008329 loss_D_img_s: 0.6723 loss_cls_pseudo: 0.01532 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002374 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7058 time: 0.9028 last_time: 1.1985 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 17:24:22] d2.utils.events INFO: eta: 10:09:10 iter: 52839 total_loss: 1.426 loss_cls: 0.004788 loss_box_reg: 0.01652 loss_rpn_cls: 0.0007858 loss_rpn_loc: 0.001073 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01998 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00506 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 0.9029 last_time: 1.3719 data_time: 0.0083 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 17:24:48] d2.utils.events INFO: eta: 10:08:23 iter: 52859 total_loss: 1.427 loss_cls: 0.005578 loss_box_reg: 0.0121 loss_rpn_cls: 0.0006075 loss_rpn_loc: 0.000852 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.01451 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6761 time: 0.9031 last_time: 1.3404 data_time: 0.0085 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 17:25:14] d2.utils.events INFO: eta: 10:08:29 iter: 52879 total_loss: 1.43 loss_cls: 0.003793 loss_box_reg: 0.01321 loss_rpn_cls: 0.0006967 loss_rpn_loc: 0.0009307 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.01321 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002064 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6825 time: 0.9033 last_time: 1.2048 data_time: 0.0088 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 17:25:41] d2.utils.events INFO: eta: 10:07:59 iter: 52899 total_loss: 1.425 loss_cls: 0.003421 loss_box_reg: 0.01012 loss_rpn_cls: 0.000349 loss_rpn_loc: 0.0008511 loss_D_img_s: 0.6872 loss_cls_pseudo: 0.01523 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002015 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 0.9034 last_time: 1.3821 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:26:08] d2.utils.events INFO: eta: 10:07:41 iter: 52919 total_loss: 1.437 loss_cls: 0.00693 loss_box_reg: 0.01942 loss_rpn_cls: 0.001504 loss_rpn_loc: 0.001513 loss_D_img_s: 0.681 loss_cls_pseudo: 0.01403 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001805 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7018 time: 0.9036 last_time: 1.2260 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 17:26:35] d2.utils.events INFO: eta: 10:07:46 iter: 52939 total_loss: 1.433 loss_cls: 0.004856 loss_box_reg: 0.01322 loss_rpn_cls: 0.0005189 loss_rpn_loc: 0.0009254 loss_D_img_s: 0.675 loss_cls_pseudo: 0.02132 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002406 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7042 time: 0.9038 last_time: 1.1387 data_time: 0.0077 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 17:27:02] d2.utils.events INFO: eta: 10:07:48 iter: 52959 total_loss: 1.445 loss_cls: 0.003742 loss_box_reg: 0.01412 loss_rpn_cls: 0.0007254 loss_rpn_loc: 0.001459 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.01892 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002709 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 0.9039 last_time: 1.3360 data_time: 0.0080 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 17:27:28] d2.utils.events INFO: eta: 10:06:39 iter: 52979 total_loss: 1.435 loss_cls: 0.005891 loss_box_reg: 0.01664 loss_rpn_cls: 0.001215 loss_rpn_loc: 0.001403 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.02142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003336 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6896 time: 0.9041 last_time: 1.2170 data_time: 0.0074 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:27:55] d2.data.common INFO: Serializing the dataset using: [03/23 17:27:55] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 17:27:55] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 17:27:55] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 17:27:55] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 17:27:57] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0011 s/iter. Inference: 0.0731 s/iter. Eval: 0.0002 s/iter. Total: 0.0745 s/iter. ETA=0:00:29 [03/23 17:28:02] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0028 s/iter. Inference: 0.1075 s/iter. Eval: 0.0002 s/iter. Total: 0.1107 s/iter. ETA=0:00:39 [03/23 17:28:07] d2.evaluation.evaluator INFO: Inference done 102/410. Dataloading: 0.0032 s/iter. Inference: 0.1059 s/iter. Eval: 0.0003 s/iter. Total: 0.1096 s/iter. ETA=0:00:33 [03/23 17:28:12] d2.evaluation.evaluator INFO: Inference done 149/410. Dataloading: 0.0037 s/iter. Inference: 0.1054 s/iter. Eval: 0.0003 s/iter. Total: 0.1095 s/iter. ETA=0:00:28 [03/23 17:28:17] d2.evaluation.evaluator INFO: Inference done 197/410. Dataloading: 0.0038 s/iter. Inference: 0.1041 s/iter. Eval: 0.0004 s/iter. Total: 0.1083 s/iter. ETA=0:00:23 [03/23 17:28:22] d2.evaluation.evaluator INFO: Inference done 247/410. Dataloading: 0.0037 s/iter. Inference: 0.1028 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:17 [03/23 17:28:27] d2.evaluation.evaluator INFO: Inference done 294/410. Dataloading: 0.0036 s/iter. Inference: 0.1030 s/iter. Eval: 0.0003 s/iter. Total: 0.1071 s/iter. ETA=0:00:12 [03/23 17:28:33] d2.evaluation.evaluator INFO: Inference done 339/410. Dataloading: 0.0038 s/iter. Inference: 0.1038 s/iter. Eval: 0.0003 s/iter. Total: 0.1081 s/iter. ETA=0:00:07 [03/23 17:28:38] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0038 s/iter. Inference: 0.1040 s/iter. Eval: 0.0003 s/iter. Total: 0.1082 s/iter. ETA=0:00:02 [03/23 17:28:40] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.776255 (0.108090 s / iter per device, on 1 devices) [03/23 17:28:40] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.103613 s / iter per device, on 1 devices) [03/23 17:28:41] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 17:28:41] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 17:28:41] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 17:28:41] d2.evaluation.testing INFO: copypaste: 1.2349,4.2519,0.0206 [03/23 17:28:41] d2.data.common INFO: Serializing the dataset using: [03/23 17:28:41] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 17:28:41] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 17:28:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 17:28:41] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 17:28:43] d2.evaluation.evaluator INFO: Inference done 15/410. Dataloading: 0.0065 s/iter. Inference: 0.0834 s/iter. Eval: 0.0002 s/iter. Total: 0.0902 s/iter. ETA=0:00:35 [03/23 17:28:48] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0056 s/iter. Inference: 0.1059 s/iter. Eval: 0.0004 s/iter. Total: 0.1121 s/iter. ETA=0:00:39 [03/23 17:28:53] d2.evaluation.evaluator INFO: Inference done 100/410. Dataloading: 0.0054 s/iter. Inference: 0.1092 s/iter. Eval: 0.0005 s/iter. Total: 0.1152 s/iter. ETA=0:00:35 [03/23 17:28:58] d2.evaluation.evaluator INFO: Inference done 146/410. Dataloading: 0.0048 s/iter. Inference: 0.1081 s/iter. Eval: 0.0005 s/iter. Total: 0.1135 s/iter. ETA=0:00:29 [03/23 17:29:03] d2.evaluation.evaluator INFO: Inference done 191/410. Dataloading: 0.0043 s/iter. Inference: 0.1084 s/iter. Eval: 0.0004 s/iter. Total: 0.1132 s/iter. ETA=0:00:24 [03/23 17:29:08] d2.evaluation.evaluator INFO: Inference done 240/410. Dataloading: 0.0042 s/iter. Inference: 0.1064 s/iter. Eval: 0.0004 s/iter. Total: 0.1112 s/iter. ETA=0:00:18 [03/23 17:29:13] d2.evaluation.evaluator INFO: Inference done 286/410. Dataloading: 0.0045 s/iter. Inference: 0.1059 s/iter. Eval: 0.0004 s/iter. Total: 0.1108 s/iter. ETA=0:00:13 [03/23 17:29:18] d2.evaluation.evaluator INFO: Inference done 334/410. Dataloading: 0.0044 s/iter. Inference: 0.1054 s/iter. Eval: 0.0004 s/iter. Total: 0.1102 s/iter. ETA=0:00:08 [03/23 17:29:23] d2.evaluation.evaluator INFO: Inference done 382/410. Dataloading: 0.0045 s/iter. Inference: 0.1050 s/iter. Eval: 0.0003 s/iter. Total: 0.1099 s/iter. ETA=0:00:03 [03/23 17:29:26] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.445692 (0.109742 s / iter per device, on 1 devices) [03/23 17:29:26] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.104645 s / iter per device, on 1 devices) [03/23 17:29:27] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 17:29:27] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 17:29:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 17:29:27] d2.evaluation.testing INFO: copypaste: 0.7279,4.4787,0.0000 [03/23 17:29:27] d2.utils.events INFO: eta: 10:06:12 iter: 52999 total_loss: 1.415 loss_cls: 0.004219 loss_box_reg: 0.01293 loss_rpn_cls: 0.0004373 loss_rpn_loc: 0.001121 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.01295 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001771 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7104 time: 0.9042 last_time: 1.6591 data_time: 0.0094 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 17:29:53] d2.utils.events INFO: eta: 10:05:58 iter: 53019 total_loss: 1.435 loss_cls: 0.004469 loss_box_reg: 0.01505 loss_rpn_cls: 0.0007779 loss_rpn_loc: 0.001335 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.02015 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003043 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.9044 last_time: 1.1364 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 17:30:20] d2.utils.events INFO: eta: 10:05:05 iter: 53039 total_loss: 1.429 loss_cls: 0.003522 loss_box_reg: 0.01558 loss_rpn_cls: 0.0007253 loss_rpn_loc: 0.001264 loss_D_img_s: 0.7211 loss_cls_pseudo: 0.013 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003204 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6647 time: 0.9046 last_time: 1.1911 data_time: 0.0084 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 17:30:47] d2.utils.events INFO: eta: 10:06:05 iter: 53059 total_loss: 1.433 loss_cls: 0.003798 loss_box_reg: 0.01408 loss_rpn_cls: 0.0005687 loss_rpn_loc: 0.0008618 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.01885 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002604 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.9047 last_time: 1.4176 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:31:13] d2.utils.events INFO: eta: 10:04:24 iter: 53079 total_loss: 1.439 loss_cls: 0.005531 loss_box_reg: 0.01848 loss_rpn_cls: 0.0005965 loss_rpn_loc: 0.001131 loss_D_img_s: 0.6537 loss_cls_pseudo: 0.01924 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002697 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7292 time: 0.9049 last_time: 1.3832 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 17:31:40] d2.utils.events INFO: eta: 10:05:11 iter: 53099 total_loss: 1.428 loss_cls: 0.005337 loss_box_reg: 0.01413 loss_rpn_cls: 0.001306 loss_rpn_loc: 0.001067 loss_D_img_s: 0.6845 loss_cls_pseudo: 0.01556 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002535 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.705 time: 0.9051 last_time: 1.3952 data_time: 0.0087 last_data_time: 0.0132 lr: 0.01 max_mem: 12687M [03/23 17:32:06] d2.utils.events INFO: eta: 10:04:44 iter: 53119 total_loss: 1.426 loss_cls: 0.00497 loss_box_reg: 0.01374 loss_rpn_cls: 0.0005378 loss_rpn_loc: 0.001021 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.01562 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002441 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.9052 last_time: 1.2245 data_time: 0.0079 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 17:32:34] d2.utils.events INFO: eta: 10:04:43 iter: 53139 total_loss: 1.428 loss_cls: 0.004281 loss_box_reg: 0.01368 loss_rpn_cls: 0.0005967 loss_rpn_loc: 0.0008384 loss_D_img_s: 0.7083 loss_cls_pseudo: 0.01962 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002849 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6752 time: 0.9054 last_time: 1.3461 data_time: 0.0086 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 17:33:01] d2.utils.events INFO: eta: 10:04:24 iter: 53159 total_loss: 1.426 loss_cls: 0.005553 loss_box_reg: 0.01245 loss_rpn_cls: 0.00053 loss_rpn_loc: 0.001056 loss_D_img_s: 0.7023 loss_cls_pseudo: 0.01419 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001594 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.9055 last_time: 1.3724 data_time: 0.0077 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 17:33:28] d2.utils.events INFO: eta: 10:04:01 iter: 53179 total_loss: 1.44 loss_cls: 0.004403 loss_box_reg: 0.01561 loss_rpn_cls: 0.0005696 loss_rpn_loc: 0.001283 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.02269 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004643 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 0.9057 last_time: 1.2547 data_time: 0.0085 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:33:55] d2.utils.events INFO: eta: 10:03:44 iter: 53199 total_loss: 1.433 loss_cls: 0.003723 loss_box_reg: 0.01171 loss_rpn_cls: 0.000887 loss_rpn_loc: 0.0008201 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01905 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002895 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.9059 last_time: 1.3757 data_time: 0.0080 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 17:34:22] d2.utils.events INFO: eta: 10:04:00 iter: 53219 total_loss: 1.435 loss_cls: 0.004696 loss_box_reg: 0.01439 loss_rpn_cls: 0.0005729 loss_rpn_loc: 0.0008762 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.0156 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003067 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6963 time: 0.9060 last_time: 1.3769 data_time: 0.0083 last_data_time: 0.0123 lr: 0.01 max_mem: 12687M [03/23 17:34:49] d2.utils.events INFO: eta: 10:04:02 iter: 53239 total_loss: 1.426 loss_cls: 0.003236 loss_box_reg: 0.01566 loss_rpn_cls: 0.0004857 loss_rpn_loc: 0.001057 loss_D_img_s: 0.7069 loss_cls_pseudo: 0.01168 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001968 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.9062 last_time: 1.6246 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 17:35:16] d2.utils.events INFO: eta: 10:04:08 iter: 53259 total_loss: 1.427 loss_cls: 0.004212 loss_box_reg: 0.01208 loss_rpn_cls: 0.0005136 loss_rpn_loc: 0.001357 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.01485 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001073 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6799 time: 0.9064 last_time: 1.2571 data_time: 0.0078 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:35:43] d2.utils.events INFO: eta: 10:03:23 iter: 53279 total_loss: 1.429 loss_cls: 0.004188 loss_box_reg: 0.01468 loss_rpn_cls: 0.0005896 loss_rpn_loc: 0.001031 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01443 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 0.9065 last_time: 1.2459 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:36:10] d2.utils.events INFO: eta: 10:03:29 iter: 53299 total_loss: 1.439 loss_cls: 0.004695 loss_box_reg: 0.01484 loss_rpn_cls: 0.0005276 loss_rpn_loc: 0.001007 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01622 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003483 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7078 time: 0.9067 last_time: 1.2475 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:36:36] d2.utils.events INFO: eta: 10:03:12 iter: 53319 total_loss: 1.445 loss_cls: 0.006148 loss_box_reg: 0.01537 loss_rpn_cls: 0.001176 loss_rpn_loc: 0.001254 loss_D_img_s: 0.6655 loss_cls_pseudo: 0.02403 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004323 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7198 time: 0.9069 last_time: 1.2061 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:37:03] d2.utils.events INFO: eta: 10:02:27 iter: 53339 total_loss: 1.436 loss_cls: 0.005018 loss_box_reg: 0.01599 loss_rpn_cls: 0.0006884 loss_rpn_loc: 0.001199 loss_D_img_s: 0.6823 loss_cls_pseudo: 0.015 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002595 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.712 time: 0.9070 last_time: 1.3559 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 17:37:30] d2.utils.events INFO: eta: 10:02:00 iter: 53359 total_loss: 1.443 loss_cls: 0.004227 loss_box_reg: 0.0125 loss_rpn_cls: 0.000787 loss_rpn_loc: 0.0009876 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.02268 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 0.9072 last_time: 1.2153 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 17:37:57] d2.utils.events INFO: eta: 10:01:33 iter: 53379 total_loss: 1.423 loss_cls: 0.003681 loss_box_reg: 0.01578 loss_rpn_cls: 0.0007972 loss_rpn_loc: 0.001069 loss_D_img_s: 0.7108 loss_cls_pseudo: 0.01529 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002096 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6687 time: 0.9074 last_time: 1.5975 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 17:38:24] d2.utils.events INFO: eta: 10:01:06 iter: 53399 total_loss: 1.441 loss_cls: 0.004325 loss_box_reg: 0.01393 loss_rpn_cls: 0.0009326 loss_rpn_loc: 0.000926 loss_D_img_s: 0.7274 loss_cls_pseudo: 0.02581 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004865 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6615 time: 0.9075 last_time: 1.2013 data_time: 0.0085 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 17:38:50] d2.utils.events INFO: eta: 10:00:45 iter: 53419 total_loss: 1.456 loss_cls: 0.005854 loss_box_reg: 0.01665 loss_rpn_cls: 0.0009702 loss_rpn_loc: 0.001243 loss_D_img_s: 0.7034 loss_cls_pseudo: 0.02748 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007787 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9077 last_time: 1.3667 data_time: 0.0076 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:39:17] d2.utils.events INFO: eta: 10:00:11 iter: 53439 total_loss: 1.442 loss_cls: 0.005025 loss_box_reg: 0.0142 loss_rpn_cls: 0.000845 loss_rpn_loc: 0.001041 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.01866 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005494 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7102 time: 0.9078 last_time: 1.2333 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 17:39:43] d2.utils.events INFO: eta: 9:59:51 iter: 53459 total_loss: 1.433 loss_cls: 0.004627 loss_box_reg: 0.01398 loss_rpn_cls: 0.0007203 loss_rpn_loc: 0.001151 loss_D_img_s: 0.6591 loss_cls_pseudo: 0.01221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7219 time: 0.9080 last_time: 1.4196 data_time: 0.0076 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:40:10] d2.utils.events INFO: eta: 9:59:25 iter: 53479 total_loss: 1.448 loss_cls: 0.005584 loss_box_reg: 0.01332 loss_rpn_cls: 0.001452 loss_rpn_loc: 0.0009565 loss_D_img_s: 0.6652 loss_cls_pseudo: 0.02068 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005673 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7198 time: 0.9081 last_time: 1.4002 data_time: 0.0080 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 17:40:36] d2.utils.events INFO: eta: 9:58:50 iter: 53499 total_loss: 1.439 loss_cls: 0.004084 loss_box_reg: 0.01456 loss_rpn_cls: 0.0007123 loss_rpn_loc: 0.001053 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.02431 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005063 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7053 time: 0.9083 last_time: 1.4333 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 17:41:02] d2.utils.events INFO: eta: 9:57:46 iter: 53519 total_loss: 1.438 loss_cls: 0.004261 loss_box_reg: 0.01475 loss_rpn_cls: 0.0005369 loss_rpn_loc: 0.001107 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.01821 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6942 time: 0.9084 last_time: 1.3866 data_time: 0.0087 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 17:41:28] d2.utils.events INFO: eta: 9:57:16 iter: 53539 total_loss: 1.439 loss_cls: 0.004937 loss_box_reg: 0.01364 loss_rpn_cls: 0.0004352 loss_rpn_loc: 0.001087 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006466 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6854 time: 0.9086 last_time: 1.1957 data_time: 0.0080 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 17:41:55] d2.utils.events INFO: eta: 9:56:55 iter: 53559 total_loss: 1.427 loss_cls: 0.003834 loss_box_reg: 0.01249 loss_rpn_cls: 0.0005177 loss_rpn_loc: 0.0009086 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.02216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002992 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.9088 last_time: 1.5298 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 17:42:23] d2.utils.events INFO: eta: 9:57:02 iter: 53579 total_loss: 1.435 loss_cls: 0.004167 loss_box_reg: 0.01442 loss_rpn_cls: 0.0007473 loss_rpn_loc: 0.001053 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.01945 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003945 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.9089 last_time: 1.4098 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 17:42:51] d2.utils.events INFO: eta: 9:56:43 iter: 53599 total_loss: 1.443 loss_cls: 0.004877 loss_box_reg: 0.0127 loss_rpn_cls: 0.0006692 loss_rpn_loc: 0.001126 loss_D_img_s: 0.7041 loss_cls_pseudo: 0.02371 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005257 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.9091 last_time: 1.4480 data_time: 0.0086 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 17:43:19] d2.utils.events INFO: eta: 9:56:32 iter: 53619 total_loss: 1.433 loss_cls: 0.004699 loss_box_reg: 0.01628 loss_rpn_cls: 0.0006732 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.02307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004939 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.9093 last_time: 1.2507 data_time: 0.0082 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 17:43:46] d2.utils.events INFO: eta: 9:57:24 iter: 53639 total_loss: 1.45 loss_cls: 0.008695 loss_box_reg: 0.02439 loss_rpn_cls: 0.002248 loss_rpn_loc: 0.001388 loss_D_img_s: 0.691 loss_cls_pseudo: 0.02624 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004028 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.9095 last_time: 1.3837 data_time: 0.0076 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 17:44:21] d2.utils.events INFO: eta: 9:58:50 iter: 53659 total_loss: 1.435 loss_cls: 0.005054 loss_box_reg: 0.0142 loss_rpn_cls: 0.0009247 loss_rpn_loc: 0.001008 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.02319 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6984 time: 0.9098 last_time: 1.7609 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 17:44:53] d2.utils.events INFO: eta: 9:59:12 iter: 53679 total_loss: 1.439 loss_cls: 0.005995 loss_box_reg: 0.01268 loss_rpn_cls: 0.0006456 loss_rpn_loc: 0.001053 loss_D_img_s: 0.6747 loss_cls_pseudo: 0.02332 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00379 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7079 time: 0.9100 last_time: 1.3932 data_time: 0.0078 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 17:45:21] d2.utils.events INFO: eta: 9:58:12 iter: 53699 total_loss: 1.45 loss_cls: 0.004831 loss_box_reg: 0.01602 loss_rpn_cls: 0.0009726 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6645 loss_cls_pseudo: 0.02885 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005967 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7194 time: 0.9102 last_time: 1.3974 data_time: 0.0088 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/23 17:45:48] d2.utils.events INFO: eta: 9:57:19 iter: 53719 total_loss: 1.445 loss_cls: 0.005574 loss_box_reg: 0.01724 loss_rpn_cls: 0.0007781 loss_rpn_loc: 0.001113 loss_D_img_s: 0.6747 loss_cls_pseudo: 0.02587 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005892 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 0.9104 last_time: 1.4158 data_time: 0.0085 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 17:46:15] d2.utils.events INFO: eta: 9:57:10 iter: 53739 total_loss: 1.432 loss_cls: 0.006285 loss_box_reg: 0.01778 loss_rpn_cls: 0.001339 loss_rpn_loc: 0.001657 loss_D_img_s: 0.69 loss_cls_pseudo: 0.02065 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003637 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 0.9105 last_time: 1.3495 data_time: 0.0074 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 17:46:42] d2.utils.events INFO: eta: 9:56:38 iter: 53759 total_loss: 1.423 loss_cls: 0.004833 loss_box_reg: 0.01789 loss_rpn_cls: 0.0009954 loss_rpn_loc: 0.001068 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.01462 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002103 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.9107 last_time: 1.5588 data_time: 0.0085 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 17:47:10] d2.utils.events INFO: eta: 9:56:49 iter: 53779 total_loss: 1.419 loss_cls: 0.003239 loss_box_reg: 0.0128 loss_rpn_cls: 0.0004848 loss_rpn_loc: 0.0009414 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.02127 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003599 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.9109 last_time: 1.4123 data_time: 0.0082 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 17:47:36] d2.utils.events INFO: eta: 9:56:31 iter: 53799 total_loss: 1.423 loss_cls: 0.005243 loss_box_reg: 0.01394 loss_rpn_cls: 0.000662 loss_rpn_loc: 0.001062 loss_D_img_s: 0.7078 loss_cls_pseudo: 0.01596 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001547 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6704 time: 0.9110 last_time: 1.2593 data_time: 0.0084 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 17:48:04] d2.utils.events INFO: eta: 9:56:37 iter: 53819 total_loss: 1.439 loss_cls: 0.005172 loss_box_reg: 0.01744 loss_rpn_cls: 0.001068 loss_rpn_loc: 0.00137 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002655 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6834 time: 0.9112 last_time: 1.3853 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 17:48:30] d2.utils.events INFO: eta: 9:55:46 iter: 53839 total_loss: 1.426 loss_cls: 0.003735 loss_box_reg: 0.01317 loss_rpn_cls: 0.0004239 loss_rpn_loc: 0.001273 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.0187 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.9114 last_time: 1.3415 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 17:48:56] d2.utils.events INFO: eta: 9:55:14 iter: 53859 total_loss: 1.44 loss_cls: 0.004819 loss_box_reg: 0.016 loss_rpn_cls: 0.0004483 loss_rpn_loc: 0.0009935 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.01667 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002723 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.9115 last_time: 1.3612 data_time: 0.0086 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:49:23] d2.utils.events INFO: eta: 9:54:06 iter: 53879 total_loss: 1.441 loss_cls: 0.005187 loss_box_reg: 0.0145 loss_rpn_cls: 0.0005621 loss_rpn_loc: 0.001106 loss_D_img_s: 0.7059 loss_cls_pseudo: 0.02952 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00478 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6774 time: 0.9117 last_time: 1.3849 data_time: 0.0085 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 17:49:50] d2.utils.events INFO: eta: 9:53:32 iter: 53899 total_loss: 1.449 loss_cls: 0.007788 loss_box_reg: 0.02012 loss_rpn_cls: 0.001599 loss_rpn_loc: 0.001417 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.02042 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.9118 last_time: 1.5311 data_time: 0.0085 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:50:17] d2.utils.events INFO: eta: 9:53:04 iter: 53919 total_loss: 1.438 loss_cls: 0.006966 loss_box_reg: 0.01723 loss_rpn_cls: 0.001164 loss_rpn_loc: 0.001159 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.03073 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007293 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 0.9120 last_time: 1.3779 data_time: 0.0086 last_data_time: 0.0112 lr: 0.01 max_mem: 12687M [03/23 17:50:44] d2.utils.events INFO: eta: 9:52:27 iter: 53939 total_loss: 1.426 loss_cls: 0.00482 loss_box_reg: 0.01325 loss_rpn_cls: 0.0009422 loss_rpn_loc: 0.0009547 loss_D_img_s: 0.6779 loss_cls_pseudo: 0.01734 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002608 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.9121 last_time: 1.1842 data_time: 0.0084 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 17:51:10] d2.utils.events INFO: eta: 9:51:56 iter: 53959 total_loss: 1.432 loss_cls: 0.003627 loss_box_reg: 0.01427 loss_rpn_cls: 0.0005159 loss_rpn_loc: 0.001184 loss_D_img_s: 0.678 loss_cls_pseudo: 0.01963 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003151 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.9123 last_time: 1.1392 data_time: 0.0078 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 17:51:37] d2.utils.events INFO: eta: 9:51:43 iter: 53979 total_loss: 1.433 loss_cls: 0.00458 loss_box_reg: 0.01513 loss_rpn_cls: 0.0005946 loss_rpn_loc: 0.001167 loss_D_img_s: 0.6864 loss_cls_pseudo: 0.01545 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003501 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.9125 last_time: 1.2052 data_time: 0.0088 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 17:52:02] d2.data.common INFO: Serializing the dataset using: [03/23 17:52:02] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 17:52:02] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 17:52:02] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 17:52:02] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 17:52:04] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0066 s/iter. Inference: 0.1146 s/iter. Eval: 0.0002 s/iter. Total: 0.1215 s/iter. ETA=0:00:48 [03/23 17:52:09] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0051 s/iter. Inference: 0.1032 s/iter. Eval: 0.0003 s/iter. Total: 0.1086 s/iter. ETA=0:00:38 [03/23 17:52:14] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0044 s/iter. Inference: 0.1044 s/iter. Eval: 0.0003 s/iter. Total: 0.1092 s/iter. ETA=0:00:33 [03/23 17:52:19] d2.evaluation.evaluator INFO: Inference done 148/410. Dataloading: 0.0046 s/iter. Inference: 0.1065 s/iter. Eval: 0.0003 s/iter. Total: 0.1115 s/iter. ETA=0:00:29 [03/23 17:52:24] d2.evaluation.evaluator INFO: Inference done 195/410. Dataloading: 0.0043 s/iter. Inference: 0.1057 s/iter. Eval: 0.0003 s/iter. Total: 0.1104 s/iter. ETA=0:00:23 [03/23 17:52:30] d2.evaluation.evaluator INFO: Inference done 243/410. Dataloading: 0.0041 s/iter. Inference: 0.1049 s/iter. Eval: 0.0003 s/iter. Total: 0.1094 s/iter. ETA=0:00:18 [03/23 17:52:35] d2.evaluation.evaluator INFO: Inference done 291/410. Dataloading: 0.0041 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1087 s/iter. ETA=0:00:12 [03/23 17:52:40] d2.evaluation.evaluator INFO: Inference done 336/410. Dataloading: 0.0039 s/iter. Inference: 0.1049 s/iter. Eval: 0.0003 s/iter. Total: 0.1093 s/iter. ETA=0:00:08 [03/23 17:52:45] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0038 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1084 s/iter. ETA=0:00:02 [03/23 17:52:47] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.600133 (0.107655 s / iter per device, on 1 devices) [03/23 17:52:47] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.103347 s / iter per device, on 1 devices) [03/23 17:52:47] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 17:52:47] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 17:52:47] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 17:52:47] d2.evaluation.testing INFO: copypaste: 0.9761,4.8798,0.1734 [03/23 17:52:47] d2.data.common INFO: Serializing the dataset using: [03/23 17:52:47] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 17:52:47] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 17:52:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 17:52:47] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 17:52:50] d2.evaluation.evaluator INFO: Inference done 18/410. Dataloading: 0.0068 s/iter. Inference: 0.0864 s/iter. Eval: 0.0002 s/iter. Total: 0.0934 s/iter. ETA=0:00:36 [03/23 17:52:55] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0035 s/iter. Inference: 0.0960 s/iter. Eval: 0.0004 s/iter. Total: 0.0999 s/iter. ETA=0:00:34 [03/23 17:53:00] d2.evaluation.evaluator INFO: Inference done 119/410. Dataloading: 0.0034 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.0994 s/iter. ETA=0:00:28 [03/23 17:53:05] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0032 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.0991 s/iter. ETA=0:00:23 [03/23 17:53:10] d2.evaluation.evaluator INFO: Inference done 220/410. Dataloading: 0.0034 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.0994 s/iter. ETA=0:00:18 [03/23 17:53:15] d2.evaluation.evaluator INFO: Inference done 269/410. Dataloading: 0.0034 s/iter. Inference: 0.0963 s/iter. Eval: 0.0003 s/iter. Total: 0.1000 s/iter. ETA=0:00:14 [03/23 17:53:20] d2.evaluation.evaluator INFO: Inference done 316/410. Dataloading: 0.0037 s/iter. Inference: 0.0973 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:09 [03/23 17:53:25] d2.evaluation.evaluator INFO: Inference done 363/410. Dataloading: 0.0037 s/iter. Inference: 0.0981 s/iter. Eval: 0.0003 s/iter. Total: 0.1022 s/iter. ETA=0:00:04 [03/23 17:53:30] d2.evaluation.evaluator INFO: Inference done 409/410. Dataloading: 0.0039 s/iter. Inference: 0.0988 s/iter. Eval: 0.0003 s/iter. Total: 0.1030 s/iter. ETA=0:00:00 [03/23 17:53:30] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.844647 (0.103320 s / iter per device, on 1 devices) [03/23 17:53:30] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.098905 s / iter per device, on 1 devices) [03/23 17:53:31] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 17:53:31] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 17:53:31] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 17:53:31] d2.evaluation.testing INFO: copypaste: 0.6534,3.7922,0.0000 [03/23 17:53:31] d2.utils.events INFO: eta: 9:50:59 iter: 53999 total_loss: 1.439 loss_cls: 0.00497 loss_box_reg: 0.0143 loss_rpn_cls: 0.0005679 loss_rpn_loc: 0.0009158 loss_D_img_s: 0.6915 loss_cls_pseudo: 0.02616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.9126 last_time: 1.4035 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 17:53:58] d2.utils.events INFO: eta: 9:50:32 iter: 54019 total_loss: 1.438 loss_cls: 0.00546 loss_box_reg: 0.01706 loss_rpn_cls: 0.001602 loss_rpn_loc: 0.001133 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.02037 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.9127 last_time: 1.3417 data_time: 0.0087 last_data_time: 0.0130 lr: 0.01 max_mem: 12687M [03/23 17:54:24] d2.utils.events INFO: eta: 9:50:05 iter: 54039 total_loss: 1.44 loss_cls: 0.004082 loss_box_reg: 0.01403 loss_rpn_cls: 0.0003488 loss_rpn_loc: 0.0009735 loss_D_img_s: 0.7192 loss_cls_pseudo: 0.02101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005911 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 0.9129 last_time: 1.2480 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 17:54:51] d2.utils.events INFO: eta: 9:49:30 iter: 54059 total_loss: 1.432 loss_cls: 0.004308 loss_box_reg: 0.0189 loss_rpn_cls: 0.0004696 loss_rpn_loc: 0.001329 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.01881 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002052 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.9131 last_time: 1.4080 data_time: 0.0088 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 17:55:18] d2.utils.events INFO: eta: 9:49:03 iter: 54079 total_loss: 1.425 loss_cls: 0.004809 loss_box_reg: 0.01349 loss_rpn_cls: 0.000652 loss_rpn_loc: 0.001106 loss_D_img_s: 0.7072 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002217 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6746 time: 0.9132 last_time: 1.3754 data_time: 0.0083 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 17:55:44] d2.utils.events INFO: eta: 9:48:15 iter: 54099 total_loss: 1.444 loss_cls: 0.004138 loss_box_reg: 0.01218 loss_rpn_cls: 0.0007446 loss_rpn_loc: 0.001021 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.0187 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003022 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 0.9134 last_time: 1.3547 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 17:56:10] d2.utils.events INFO: eta: 9:47:19 iter: 54119 total_loss: 1.435 loss_cls: 0.004264 loss_box_reg: 0.01426 loss_rpn_cls: 0.0007066 loss_rpn_loc: 0.001076 loss_D_img_s: 0.6469 loss_cls_pseudo: 0.01725 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003738 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.741 time: 0.9135 last_time: 1.1772 data_time: 0.0080 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:56:35] d2.utils.events INFO: eta: 9:46:14 iter: 54139 total_loss: 1.431 loss_cls: 0.004166 loss_box_reg: 0.01228 loss_rpn_cls: 0.0008585 loss_rpn_loc: 0.0009703 loss_D_img_s: 0.6687 loss_cls_pseudo: 0.01393 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002416 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7233 time: 0.9136 last_time: 1.2236 data_time: 0.0078 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 17:57:02] d2.utils.events INFO: eta: 9:45:47 iter: 54159 total_loss: 1.449 loss_cls: 0.00486 loss_box_reg: 0.01416 loss_rpn_cls: 0.0005276 loss_rpn_loc: 0.001015 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.0166 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.9138 last_time: 1.1778 data_time: 0.0092 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 17:57:29] d2.utils.events INFO: eta: 9:45:28 iter: 54179 total_loss: 1.436 loss_cls: 0.007017 loss_box_reg: 0.01838 loss_rpn_cls: 0.001842 loss_rpn_loc: 0.001378 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.01535 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003945 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.9140 last_time: 1.3763 data_time: 0.0088 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 17:57:55] d2.utils.events INFO: eta: 9:44:52 iter: 54199 total_loss: 1.451 loss_cls: 0.006297 loss_box_reg: 0.01717 loss_rpn_cls: 0.001014 loss_rpn_loc: 0.0008548 loss_D_img_s: 0.6999 loss_cls_pseudo: 0.02147 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003981 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.9141 last_time: 1.5410 data_time: 0.0079 last_data_time: 0.0143 lr: 0.01 max_mem: 12687M [03/23 17:58:22] d2.utils.events INFO: eta: 9:44:39 iter: 54219 total_loss: 1.426 loss_cls: 0.00481 loss_box_reg: 0.01546 loss_rpn_cls: 0.0006667 loss_rpn_loc: 0.001208 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01594 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002115 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.684 time: 0.9143 last_time: 1.1963 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 17:58:49] d2.utils.events INFO: eta: 9:43:50 iter: 54239 total_loss: 1.423 loss_cls: 0.003807 loss_box_reg: 0.01392 loss_rpn_cls: 0.0003586 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.01178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00148 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.9144 last_time: 1.1955 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:59:16] d2.utils.events INFO: eta: 9:43:19 iter: 54259 total_loss: 1.427 loss_cls: 0.004612 loss_box_reg: 0.01583 loss_rpn_cls: 0.0003974 loss_rpn_loc: 0.001019 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01545 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002436 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.9146 last_time: 1.1635 data_time: 0.0086 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 17:59:43] d2.utils.events INFO: eta: 9:43:12 iter: 54279 total_loss: 1.428 loss_cls: 0.006668 loss_box_reg: 0.01568 loss_rpn_cls: 0.001212 loss_rpn_loc: 0.001051 loss_D_img_s: 0.7038 loss_cls_pseudo: 0.02712 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002793 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6744 time: 0.9147 last_time: 1.5770 data_time: 0.0078 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 18:00:11] d2.utils.events INFO: eta: 9:43:01 iter: 54299 total_loss: 1.448 loss_cls: 0.003807 loss_box_reg: 0.01481 loss_rpn_cls: 0.0007707 loss_rpn_loc: 0.0008616 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.02697 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004957 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 0.9149 last_time: 1.1696 data_time: 0.0083 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 18:00:38] d2.utils.events INFO: eta: 9:42:34 iter: 54319 total_loss: 1.433 loss_cls: 0.004947 loss_box_reg: 0.01591 loss_rpn_cls: 0.0008746 loss_rpn_loc: 0.001263 loss_D_img_s: 0.7004 loss_cls_pseudo: 0.01884 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003113 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.9151 last_time: 1.1875 data_time: 0.0084 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/23 18:01:04] d2.utils.events INFO: eta: 9:42:25 iter: 54339 total_loss: 1.457 loss_cls: 0.006968 loss_box_reg: 0.02139 loss_rpn_cls: 0.001202 loss_rpn_loc: 0.001286 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01859 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002559 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.9152 last_time: 1.4041 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:01:33] d2.utils.events INFO: eta: 9:42:37 iter: 54359 total_loss: 1.445 loss_cls: 0.004591 loss_box_reg: 0.01512 loss_rpn_cls: 0.0006558 loss_rpn_loc: 0.001327 loss_D_img_s: 0.6741 loss_cls_pseudo: 0.024 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003823 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7092 time: 0.9154 last_time: 1.4063 data_time: 0.0081 last_data_time: 0.0111 lr: 0.01 max_mem: 12687M [03/23 18:01:58] d2.utils.events INFO: eta: 9:41:34 iter: 54379 total_loss: 1.448 loss_cls: 0.003573 loss_box_reg: 0.01466 loss_rpn_cls: 0.0008012 loss_rpn_loc: 0.0008741 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.02089 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003959 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7099 time: 0.9155 last_time: 1.2251 data_time: 0.0077 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 18:02:24] d2.utils.events INFO: eta: 9:41:11 iter: 54399 total_loss: 1.444 loss_cls: 0.004497 loss_box_reg: 0.01155 loss_rpn_cls: 0.0008256 loss_rpn_loc: 0.00119 loss_D_img_s: 0.7091 loss_cls_pseudo: 0.02078 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00385 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6775 time: 0.9157 last_time: 1.2021 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 18:02:51] d2.utils.events INFO: eta: 9:40:36 iter: 54419 total_loss: 1.433 loss_cls: 0.004492 loss_box_reg: 0.01618 loss_rpn_cls: 0.0003691 loss_rpn_loc: 0.0008374 loss_D_img_s: 0.7215 loss_cls_pseudo: 0.02023 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6634 time: 0.9158 last_time: 1.3752 data_time: 0.0078 last_data_time: 0.0118 lr: 0.01 max_mem: 12687M [03/23 18:03:18] d2.utils.events INFO: eta: 9:40:16 iter: 54439 total_loss: 1.429 loss_cls: 0.005103 loss_box_reg: 0.0155 loss_rpn_cls: 0.0005822 loss_rpn_loc: 0.0007375 loss_D_img_s: 0.7124 loss_cls_pseudo: 0.01772 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002914 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6729 time: 0.9160 last_time: 1.5519 data_time: 0.0086 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 18:03:44] d2.utils.events INFO: eta: 9:39:49 iter: 54459 total_loss: 1.437 loss_cls: 0.00434 loss_box_reg: 0.01605 loss_rpn_cls: 0.0008118 loss_rpn_loc: 0.001376 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.02128 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004292 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.9161 last_time: 1.4083 data_time: 0.0082 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 18:04:10] d2.utils.events INFO: eta: 9:39:05 iter: 54479 total_loss: 1.44 loss_cls: 0.004584 loss_box_reg: 0.01371 loss_rpn_cls: 0.001045 loss_rpn_loc: 0.001104 loss_D_img_s: 0.694 loss_cls_pseudo: 0.01408 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001762 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6923 time: 0.9163 last_time: 1.2072 data_time: 0.0082 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:04:36] d2.utils.events INFO: eta: 9:38:35 iter: 54499 total_loss: 1.423 loss_cls: 0.004364 loss_box_reg: 0.01476 loss_rpn_cls: 0.000661 loss_rpn_loc: 0.001195 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01684 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001978 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6777 time: 0.9164 last_time: 1.3910 data_time: 0.0080 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 18:05:03] d2.utils.events INFO: eta: 9:38:23 iter: 54519 total_loss: 1.429 loss_cls: 0.005237 loss_box_reg: 0.01612 loss_rpn_cls: 0.0007108 loss_rpn_loc: 0.001263 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01847 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00248 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6851 time: 0.9166 last_time: 1.1896 data_time: 0.0076 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 18:05:30] d2.utils.events INFO: eta: 9:37:48 iter: 54539 total_loss: 1.435 loss_cls: 0.00575 loss_box_reg: 0.01738 loss_rpn_cls: 0.001044 loss_rpn_loc: 0.001082 loss_D_img_s: 0.6889 loss_cls_pseudo: 0.02208 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00352 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9167 last_time: 1.3443 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:05:56] d2.utils.events INFO: eta: 9:37:25 iter: 54559 total_loss: 1.431 loss_cls: 0.004747 loss_box_reg: 0.01354 loss_rpn_cls: 0.0004447 loss_rpn_loc: 0.001037 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.01447 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00352 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.9169 last_time: 1.2174 data_time: 0.0085 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 18:06:23] d2.utils.events INFO: eta: 9:36:40 iter: 54579 total_loss: 1.439 loss_cls: 0.005005 loss_box_reg: 0.01286 loss_rpn_cls: 0.0007863 loss_rpn_loc: 0.001281 loss_D_img_s: 0.6729 loss_cls_pseudo: 0.01918 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002034 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7122 time: 0.9170 last_time: 1.2061 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 18:06:51] d2.utils.events INFO: eta: 9:36:19 iter: 54599 total_loss: 1.433 loss_cls: 0.006675 loss_box_reg: 0.01509 loss_rpn_cls: 0.000756 loss_rpn_loc: 0.0008403 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.02022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001954 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7081 time: 0.9172 last_time: 1.3639 data_time: 0.0080 last_data_time: 0.0056 lr: 0.01 max_mem: 12687M [03/23 18:07:18] d2.utils.events INFO: eta: 9:35:41 iter: 54619 total_loss: 1.426 loss_cls: 0.004508 loss_box_reg: 0.01293 loss_rpn_cls: 0.000404 loss_rpn_loc: 0.001079 loss_D_img_s: 0.6833 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.9174 last_time: 1.6224 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 18:07:44] d2.utils.events INFO: eta: 9:34:40 iter: 54639 total_loss: 1.422 loss_cls: 0.00447 loss_box_reg: 0.01336 loss_rpn_cls: 0.0005927 loss_rpn_loc: 0.0009252 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01653 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002131 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.9175 last_time: 1.2161 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 18:08:13] d2.utils.events INFO: eta: 9:33:55 iter: 54659 total_loss: 1.437 loss_cls: 0.003208 loss_box_reg: 0.0125 loss_rpn_cls: 0.0004543 loss_rpn_loc: 0.0006837 loss_D_img_s: 0.6876 loss_cls_pseudo: 0.01668 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002416 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7026 time: 0.9177 last_time: 1.5940 data_time: 0.0077 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 18:08:40] d2.utils.events INFO: eta: 9:33:11 iter: 54679 total_loss: 1.434 loss_cls: 0.003755 loss_box_reg: 0.01607 loss_rpn_cls: 0.0005372 loss_rpn_loc: 0.001047 loss_D_img_s: 0.703 loss_cls_pseudo: 0.02277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.9179 last_time: 1.2112 data_time: 0.0084 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 18:09:07] d2.utils.events INFO: eta: 9:32:46 iter: 54699 total_loss: 1.444 loss_cls: 0.004157 loss_box_reg: 0.01557 loss_rpn_cls: 0.0005616 loss_rpn_loc: 0.0009686 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.02612 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004691 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.9180 last_time: 1.1749 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 18:09:35] d2.utils.events INFO: eta: 9:32:22 iter: 54719 total_loss: 1.446 loss_cls: 0.005319 loss_box_reg: 0.01297 loss_rpn_cls: 0.0004691 loss_rpn_loc: 0.001118 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.02594 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005904 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9182 last_time: 1.6262 data_time: 0.0085 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 18:10:01] d2.utils.events INFO: eta: 9:31:52 iter: 54739 total_loss: 1.438 loss_cls: 0.004645 loss_box_reg: 0.01497 loss_rpn_cls: 0.0008636 loss_rpn_loc: 0.0009201 loss_D_img_s: 0.6897 loss_cls_pseudo: 0.017 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.697 time: 0.9183 last_time: 1.5867 data_time: 0.0082 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 18:10:28] d2.utils.events INFO: eta: 9:31:22 iter: 54759 total_loss: 1.435 loss_cls: 0.005094 loss_box_reg: 0.01864 loss_rpn_cls: 0.0006518 loss_rpn_loc: 0.001405 loss_D_img_s: 0.6831 loss_cls_pseudo: 0.0224 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002635 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7005 time: 0.9185 last_time: 1.8461 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 18:10:56] d2.utils.events INFO: eta: 9:30:48 iter: 54779 total_loss: 1.442 loss_cls: 0.00538 loss_box_reg: 0.01411 loss_rpn_cls: 0.0007258 loss_rpn_loc: 0.001134 loss_D_img_s: 0.6812 loss_cls_pseudo: 0.0292 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.9187 last_time: 1.4097 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 18:11:22] d2.utils.events INFO: eta: 9:30:28 iter: 54799 total_loss: 1.43 loss_cls: 0.004376 loss_box_reg: 0.01302 loss_rpn_cls: 0.0005662 loss_rpn_loc: 0.001233 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.01163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001663 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7033 time: 0.9188 last_time: 1.4070 data_time: 0.0081 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 18:11:49] d2.utils.events INFO: eta: 9:30:03 iter: 54819 total_loss: 1.432 loss_cls: 0.005421 loss_box_reg: 0.01553 loss_rpn_cls: 0.0007568 loss_rpn_loc: 0.0009916 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.01308 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003438 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 0.9190 last_time: 1.6098 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 18:12:15] d2.utils.events INFO: eta: 9:29:50 iter: 54839 total_loss: 1.428 loss_cls: 0.004772 loss_box_reg: 0.01298 loss_rpn_cls: 0.0007093 loss_rpn_loc: 0.0008347 loss_D_img_s: 0.7136 loss_cls_pseudo: 0.01594 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002358 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.672 time: 0.9191 last_time: 1.1808 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:12:42] d2.utils.events INFO: eta: 9:29:59 iter: 54859 total_loss: 1.432 loss_cls: 0.004153 loss_box_reg: 0.01412 loss_rpn_cls: 0.0008313 loss_rpn_loc: 0.001413 loss_D_img_s: 0.7092 loss_cls_pseudo: 0.02146 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002875 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6723 time: 0.9193 last_time: 1.4128 data_time: 0.0074 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 18:13:09] d2.utils.events INFO: eta: 9:29:22 iter: 54879 total_loss: 1.424 loss_cls: 0.004306 loss_box_reg: 0.01403 loss_rpn_cls: 0.0005089 loss_rpn_loc: 0.001077 loss_D_img_s: 0.7125 loss_cls_pseudo: 0.01896 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004117 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6655 time: 0.9194 last_time: 1.2472 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 18:13:36] d2.utils.events INFO: eta: 9:29:23 iter: 54899 total_loss: 1.449 loss_cls: 0.005542 loss_box_reg: 0.0197 loss_rpn_cls: 0.0008385 loss_rpn_loc: 0.000987 loss_D_img_s: 0.695 loss_cls_pseudo: 0.02698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006497 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.689 time: 0.9196 last_time: 1.2604 data_time: 0.0079 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 18:14:03] d2.utils.events INFO: eta: 9:29:11 iter: 54919 total_loss: 1.43 loss_cls: 0.004332 loss_box_reg: 0.01522 loss_rpn_cls: 0.0003554 loss_rpn_loc: 0.001093 loss_D_img_s: 0.6874 loss_cls_pseudo: 0.01785 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003769 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 0.9197 last_time: 1.2477 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 18:14:30] d2.utils.events INFO: eta: 9:28:28 iter: 54939 total_loss: 1.439 loss_cls: 0.005037 loss_box_reg: 0.0166 loss_rpn_cls: 0.00113 loss_rpn_loc: 0.0008459 loss_D_img_s: 0.6654 loss_cls_pseudo: 0.01723 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7177 time: 0.9199 last_time: 1.3460 data_time: 0.0087 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 18:14:57] d2.utils.events INFO: eta: 9:28:10 iter: 54959 total_loss: 1.43 loss_cls: 0.003513 loss_box_reg: 0.01276 loss_rpn_cls: 0.000526 loss_rpn_loc: 0.0009697 loss_D_img_s: 0.6646 loss_cls_pseudo: 0.02502 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003154 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 0.9201 last_time: 1.3794 data_time: 0.0086 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 18:15:24] d2.utils.events INFO: eta: 9:27:28 iter: 54979 total_loss: 1.438 loss_cls: 0.004782 loss_box_reg: 0.01777 loss_rpn_cls: 0.000962 loss_rpn_loc: 0.001141 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.02342 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004353 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 0.9202 last_time: 1.5193 data_time: 0.0084 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 18:15:52] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0054999.pth [03/23 18:15:53] d2.data.common INFO: Serializing the dataset using: [03/23 18:15:53] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 18:15:53] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 18:15:53] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 18:15:53] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 18:15:54] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0043 s/iter. Inference: 0.0854 s/iter. Eval: 0.0002 s/iter. Total: 0.0900 s/iter. ETA=0:00:35 [03/23 18:15:59] d2.evaluation.evaluator INFO: Inference done 63/410. Dataloading: 0.0038 s/iter. Inference: 0.0926 s/iter. Eval: 0.0003 s/iter. Total: 0.0967 s/iter. ETA=0:00:33 [03/23 18:16:05] d2.evaluation.evaluator INFO: Inference done 119/410. Dataloading: 0.0034 s/iter. Inference: 0.0898 s/iter. Eval: 0.0003 s/iter. Total: 0.0936 s/iter. ETA=0:00:27 [03/23 18:16:10] d2.evaluation.evaluator INFO: Inference done 175/410. Dataloading: 0.0030 s/iter. Inference: 0.0893 s/iter. Eval: 0.0003 s/iter. Total: 0.0927 s/iter. ETA=0:00:21 [03/23 18:16:15] d2.evaluation.evaluator INFO: Inference done 229/410. Dataloading: 0.0028 s/iter. Inference: 0.0896 s/iter. Eval: 0.0002 s/iter. Total: 0.0927 s/iter. ETA=0:00:16 [03/23 18:16:20] d2.evaluation.evaluator INFO: Inference done 282/410. Dataloading: 0.0028 s/iter. Inference: 0.0901 s/iter. Eval: 0.0002 s/iter. Total: 0.0932 s/iter. ETA=0:00:11 [03/23 18:16:25] d2.evaluation.evaluator INFO: Inference done 334/410. Dataloading: 0.0030 s/iter. Inference: 0.0905 s/iter. Eval: 0.0003 s/iter. Total: 0.0937 s/iter. ETA=0:00:07 [03/23 18:16:30] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0029 s/iter. Inference: 0.0904 s/iter. Eval: 0.0003 s/iter. Total: 0.0936 s/iter. ETA=0:00:02 [03/23 18:16:32] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.851036 (0.093459 s / iter per device, on 1 devices) [03/23 18:16:32] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.090003 s / iter per device, on 1 devices) [03/23 18:16:32] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 18:16:32] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 18:16:32] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 18:16:32] d2.evaluation.testing INFO: copypaste: 0.9819,4.2657,0.0004 [03/23 18:16:32] d2.data.common INFO: Serializing the dataset using: [03/23 18:16:32] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 18:16:32] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 18:16:32] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 18:16:32] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 18:16:35] d2.evaluation.evaluator INFO: Inference done 22/410. Dataloading: 0.0079 s/iter. Inference: 0.0919 s/iter. Eval: 0.0002 s/iter. Total: 0.1000 s/iter. ETA=0:00:38 [03/23 18:16:40] d2.evaluation.evaluator INFO: Inference done 74/410. Dataloading: 0.0057 s/iter. Inference: 0.0918 s/iter. Eval: 0.0002 s/iter. Total: 0.0978 s/iter. ETA=0:00:32 [03/23 18:16:45] d2.evaluation.evaluator INFO: Inference done 123/410. Dataloading: 0.0044 s/iter. Inference: 0.0959 s/iter. Eval: 0.0002 s/iter. Total: 0.1006 s/iter. ETA=0:00:28 [03/23 18:16:50] d2.evaluation.evaluator INFO: Inference done 178/410. Dataloading: 0.0040 s/iter. Inference: 0.0933 s/iter. Eval: 0.0002 s/iter. Total: 0.0975 s/iter. ETA=0:00:22 [03/23 18:16:55] d2.evaluation.evaluator INFO: Inference done 228/410. Dataloading: 0.0044 s/iter. Inference: 0.0937 s/iter. Eval: 0.0002 s/iter. Total: 0.0985 s/iter. ETA=0:00:17 [03/23 18:17:00] d2.evaluation.evaluator INFO: Inference done 279/410. Dataloading: 0.0042 s/iter. Inference: 0.0939 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:12 [03/23 18:17:05] d2.evaluation.evaluator INFO: Inference done 331/410. Dataloading: 0.0041 s/iter. Inference: 0.0940 s/iter. Eval: 0.0003 s/iter. Total: 0.0984 s/iter. ETA=0:00:07 [03/23 18:17:10] d2.evaluation.evaluator INFO: Inference done 382/410. Dataloading: 0.0041 s/iter. Inference: 0.0940 s/iter. Eval: 0.0003 s/iter. Total: 0.0985 s/iter. ETA=0:00:02 [03/23 18:17:13] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.013752 (0.098799 s / iter per device, on 1 devices) [03/23 18:17:13] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094283 s / iter per device, on 1 devices) [03/23 18:17:13] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 18:17:13] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 18:17:13] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 18:17:13] d2.evaluation.testing INFO: copypaste: 0.9777,5.1189,0.0992 [03/23 18:17:13] d2.utils.events INFO: eta: 9:27:30 iter: 54999 total_loss: 1.43 loss_cls: 0.006037 loss_box_reg: 0.01452 loss_rpn_cls: 0.0007942 loss_rpn_loc: 0.001121 loss_D_img_s: 0.6986 loss_cls_pseudo: 0.02143 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003519 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 0.9204 last_time: 1.3412 data_time: 0.0085 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 18:17:39] d2.utils.events INFO: eta: 9:27:00 iter: 55019 total_loss: 1.427 loss_cls: 0.004194 loss_box_reg: 0.01323 loss_rpn_cls: 0.0006636 loss_rpn_loc: 0.00163 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.01811 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003673 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.678 time: 0.9205 last_time: 1.1427 data_time: 0.0092 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 18:18:06] d2.utils.events INFO: eta: 9:26:14 iter: 55039 total_loss: 1.45 loss_cls: 0.007793 loss_box_reg: 0.01756 loss_rpn_cls: 0.001456 loss_rpn_loc: 0.001101 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.01933 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003545 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6981 time: 0.9207 last_time: 1.2997 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:18:33] d2.utils.events INFO: eta: 9:26:00 iter: 55059 total_loss: 1.47 loss_cls: 0.0056 loss_box_reg: 0.01483 loss_rpn_cls: 0.001605 loss_rpn_loc: 0.001023 loss_D_img_s: 0.6882 loss_cls_pseudo: 0.01478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7119 time: 0.9208 last_time: 1.3961 data_time: 0.0075 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 18:19:00] d2.utils.events INFO: eta: 9:25:27 iter: 55079 total_loss: 1.455 loss_cls: 0.005245 loss_box_reg: 0.01601 loss_rpn_cls: 0.0007085 loss_rpn_loc: 0.0008686 loss_D_img_s: 0.7118 loss_cls_pseudo: 0.02831 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.01208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6748 time: 0.9210 last_time: 1.4779 data_time: 0.0076 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 18:19:27] d2.utils.events INFO: eta: 9:25:11 iter: 55099 total_loss: 1.433 loss_cls: 0.005062 loss_box_reg: 0.01494 loss_rpn_cls: 0.0005389 loss_rpn_loc: 0.0009745 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.01971 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002292 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.9211 last_time: 1.3948 data_time: 0.0080 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 18:19:54] d2.utils.events INFO: eta: 9:25:26 iter: 55119 total_loss: 1.413 loss_cls: 0.004272 loss_box_reg: 0.01261 loss_rpn_cls: 0.0003219 loss_rpn_loc: 0.001076 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.0127 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00266 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.9213 last_time: 1.3965 data_time: 0.0088 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 18:20:21] d2.utils.events INFO: eta: 9:25:35 iter: 55139 total_loss: 1.429 loss_cls: 0.004913 loss_box_reg: 0.01598 loss_rpn_cls: 0.0004415 loss_rpn_loc: 0.0009084 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.01478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6856 time: 0.9214 last_time: 1.3602 data_time: 0.0083 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 18:20:47] d2.utils.events INFO: eta: 9:25:06 iter: 55159 total_loss: 1.439 loss_cls: 0.00474 loss_box_reg: 0.01286 loss_rpn_cls: 0.0008759 loss_rpn_loc: 0.001015 loss_D_img_s: 0.7268 loss_cls_pseudo: 0.01824 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004235 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6622 time: 0.9216 last_time: 1.2106 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 18:21:13] d2.utils.events INFO: eta: 9:24:01 iter: 55179 total_loss: 1.446 loss_cls: 0.005717 loss_box_reg: 0.01542 loss_rpn_cls: 0.000848 loss_rpn_loc: 0.001063 loss_D_img_s: 0.7151 loss_cls_pseudo: 0.02383 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004638 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.669 time: 0.9217 last_time: 1.3451 data_time: 0.0076 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 18:21:40] d2.utils.events INFO: eta: 9:23:13 iter: 55199 total_loss: 1.427 loss_cls: 0.004931 loss_box_reg: 0.01694 loss_rpn_cls: 0.0004451 loss_rpn_loc: 0.001276 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.01324 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001813 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7016 time: 0.9219 last_time: 1.1786 data_time: 0.0084 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 18:22:06] d2.utils.events INFO: eta: 9:22:38 iter: 55219 total_loss: 1.445 loss_cls: 0.004799 loss_box_reg: 0.01693 loss_rpn_cls: 0.0005772 loss_rpn_loc: 0.0009494 loss_D_img_s: 0.666 loss_cls_pseudo: 0.02578 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006023 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7186 time: 0.9220 last_time: 1.1739 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 18:22:42] d2.utils.events INFO: eta: 9:23:17 iter: 55239 total_loss: 1.437 loss_cls: 0.005595 loss_box_reg: 0.01364 loss_rpn_cls: 0.0008773 loss_rpn_loc: 0.0009508 loss_D_img_s: 0.6672 loss_cls_pseudo: 0.02109 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003694 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7136 time: 0.9223 last_time: 1.8777 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 18:23:12] d2.utils.events INFO: eta: 9:22:57 iter: 55259 total_loss: 1.428 loss_cls: 0.002688 loss_box_reg: 0.01273 loss_rpn_cls: 0.0004576 loss_rpn_loc: 0.0009619 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.01579 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001963 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.9225 last_time: 1.1660 data_time: 0.0080 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 18:23:38] d2.utils.events INFO: eta: 9:22:19 iter: 55279 total_loss: 1.446 loss_cls: 0.005148 loss_box_reg: 0.01426 loss_rpn_cls: 0.0009357 loss_rpn_loc: 0.0009362 loss_D_img_s: 0.693 loss_cls_pseudo: 0.03431 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00438 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9227 last_time: 1.1535 data_time: 0.0086 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 18:24:05] d2.utils.events INFO: eta: 9:21:24 iter: 55299 total_loss: 1.434 loss_cls: 0.004436 loss_box_reg: 0.01486 loss_rpn_cls: 0.000979 loss_rpn_loc: 0.0009565 loss_D_img_s: 0.7069 loss_cls_pseudo: 0.01707 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002146 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 0.9228 last_time: 1.3855 data_time: 0.0078 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 18:24:32] d2.utils.events INFO: eta: 9:21:09 iter: 55319 total_loss: 1.434 loss_cls: 0.004441 loss_box_reg: 0.0125 loss_rpn_cls: 0.0004169 loss_rpn_loc: 0.001135 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01588 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002395 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.9230 last_time: 1.4294 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 18:24:58] d2.utils.events INFO: eta: 9:20:11 iter: 55339 total_loss: 1.445 loss_cls: 0.005226 loss_box_reg: 0.01416 loss_rpn_cls: 0.0009876 loss_rpn_loc: 0.001229 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.02463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006016 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 0.9231 last_time: 1.2085 data_time: 0.0085 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 18:25:23] d2.utils.events INFO: eta: 9:18:59 iter: 55359 total_loss: 1.427 loss_cls: 0.004626 loss_box_reg: 0.01187 loss_rpn_cls: 0.0007642 loss_rpn_loc: 0.001071 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.01908 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003746 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 0.9232 last_time: 1.3633 data_time: 0.0083 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 18:25:50] d2.utils.events INFO: eta: 9:18:54 iter: 55379 total_loss: 1.443 loss_cls: 0.006111 loss_box_reg: 0.01578 loss_rpn_cls: 0.000427 loss_rpn_loc: 0.001049 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.02281 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003621 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6944 time: 0.9234 last_time: 1.1988 data_time: 0.0081 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 18:26:17] d2.utils.events INFO: eta: 9:18:33 iter: 55399 total_loss: 1.441 loss_cls: 0.006422 loss_box_reg: 0.017 loss_rpn_cls: 0.001004 loss_rpn_loc: 0.001267 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.01479 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003206 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.9235 last_time: 1.2115 data_time: 0.0087 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 18:26:43] d2.utils.events INFO: eta: 9:18:13 iter: 55419 total_loss: 1.439 loss_cls: 0.004868 loss_box_reg: 0.01421 loss_rpn_cls: 0.0005763 loss_rpn_loc: 0.001056 loss_D_img_s: 0.684 loss_cls_pseudo: 0.0195 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005635 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7051 time: 0.9237 last_time: 1.4436 data_time: 0.0080 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 18:27:10] d2.utils.events INFO: eta: 9:17:39 iter: 55439 total_loss: 1.427 loss_cls: 0.004498 loss_box_reg: 0.01437 loss_rpn_cls: 0.0003191 loss_rpn_loc: 0.00095 loss_D_img_s: 0.6714 loss_cls_pseudo: 0.01801 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003332 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7136 time: 0.9238 last_time: 1.1945 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 18:27:37] d2.utils.events INFO: eta: 9:17:28 iter: 55459 total_loss: 1.419 loss_cls: 0.004527 loss_box_reg: 0.01326 loss_rpn_cls: 0.0006374 loss_rpn_loc: 0.001253 loss_D_img_s: 0.6666 loss_cls_pseudo: 0.01963 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003752 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7034 time: 0.9240 last_time: 1.2156 data_time: 0.0084 last_data_time: 0.0149 lr: 0.01 max_mem: 12687M [03/23 18:28:04] d2.utils.events INFO: eta: 9:17:49 iter: 55479 total_loss: 1.414 loss_cls: 0.004044 loss_box_reg: 0.01405 loss_rpn_cls: 0.0005211 loss_rpn_loc: 0.001188 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.0229 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005541 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6824 time: 0.9241 last_time: 1.2351 data_time: 0.0079 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 18:28:31] d2.utils.events INFO: eta: 9:17:24 iter: 55499 total_loss: 1.432 loss_cls: 0.00487 loss_box_reg: 0.0114 loss_rpn_cls: 0.001453 loss_rpn_loc: 0.001122 loss_D_img_s: 0.7082 loss_cls_pseudo: 0.02338 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004465 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.665 time: 0.9243 last_time: 1.3757 data_time: 0.0078 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 18:28:57] d2.utils.events INFO: eta: 9:16:47 iter: 55519 total_loss: 1.444 loss_cls: 0.005347 loss_box_reg: 0.01392 loss_rpn_cls: 0.0005702 loss_rpn_loc: 0.001277 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.02025 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003378 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6964 time: 0.9244 last_time: 1.3619 data_time: 0.0079 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 18:29:24] d2.utils.events INFO: eta: 9:16:29 iter: 55539 total_loss: 1.429 loss_cls: 0.00429 loss_box_reg: 0.01267 loss_rpn_cls: 0.0007505 loss_rpn_loc: 0.001115 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01621 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003034 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.9246 last_time: 1.4221 data_time: 0.0085 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 18:29:50] d2.utils.events INFO: eta: 9:15:52 iter: 55559 total_loss: 1.43 loss_cls: 0.005237 loss_box_reg: 0.01612 loss_rpn_cls: 0.0007325 loss_rpn_loc: 0.0009937 loss_D_img_s: 0.7049 loss_cls_pseudo: 0.02471 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003059 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6824 time: 0.9247 last_time: 1.4127 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 18:30:17] d2.utils.events INFO: eta: 9:15:05 iter: 55579 total_loss: 1.433 loss_cls: 0.005 loss_box_reg: 0.01261 loss_rpn_cls: 0.0004601 loss_rpn_loc: 0.0009301 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.01541 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002117 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.9249 last_time: 1.2162 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 18:30:44] d2.utils.events INFO: eta: 9:14:18 iter: 55599 total_loss: 1.43 loss_cls: 0.006874 loss_box_reg: 0.01413 loss_rpn_cls: 0.0007518 loss_rpn_loc: 0.0008999 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.9250 last_time: 1.4024 data_time: 0.0082 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 18:31:11] d2.utils.events INFO: eta: 9:13:33 iter: 55619 total_loss: 1.447 loss_cls: 0.005788 loss_box_reg: 0.02077 loss_rpn_cls: 0.0005098 loss_rpn_loc: 0.001115 loss_D_img_s: 0.6731 loss_cls_pseudo: 0.02167 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002641 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7062 time: 0.9252 last_time: 1.3782 data_time: 0.0082 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 18:31:37] d2.utils.events INFO: eta: 9:13:16 iter: 55639 total_loss: 1.436 loss_cls: 0.004702 loss_box_reg: 0.01398 loss_rpn_cls: 0.0004537 loss_rpn_loc: 0.0007476 loss_D_img_s: 0.6592 loss_cls_pseudo: 0.01897 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00496 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.719 time: 0.9253 last_time: 1.4254 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 18:32:04] d2.utils.events INFO: eta: 9:12:32 iter: 55659 total_loss: 1.444 loss_cls: 0.006467 loss_box_reg: 0.01269 loss_rpn_cls: 0.001169 loss_rpn_loc: 0.0009367 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.02253 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003963 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6981 time: 0.9254 last_time: 1.5219 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:32:31] d2.utils.events INFO: eta: 9:12:05 iter: 55679 total_loss: 1.442 loss_cls: 0.004669 loss_box_reg: 0.0156 loss_rpn_cls: 0.0008396 loss_rpn_loc: 0.0009056 loss_D_img_s: 0.7118 loss_cls_pseudo: 0.02795 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006564 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6734 time: 0.9256 last_time: 1.3427 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:32:59] d2.utils.events INFO: eta: 9:11:44 iter: 55699 total_loss: 1.439 loss_cls: 0.004991 loss_box_reg: 0.01704 loss_rpn_cls: 0.0007153 loss_rpn_loc: 0.0009573 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.02101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003301 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.9258 last_time: 1.4058 data_time: 0.0084 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 18:33:26] d2.utils.events INFO: eta: 9:11:25 iter: 55719 total_loss: 1.435 loss_cls: 0.005563 loss_box_reg: 0.01337 loss_rpn_cls: 0.0009433 loss_rpn_loc: 0.001045 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.0181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004075 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6817 time: 0.9259 last_time: 1.1758 data_time: 0.0090 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 18:33:53] d2.utils.events INFO: eta: 9:10:50 iter: 55739 total_loss: 1.431 loss_cls: 0.004846 loss_box_reg: 0.01434 loss_rpn_cls: 0.000679 loss_rpn_loc: 0.001133 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.01297 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001371 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.9261 last_time: 1.4013 data_time: 0.0087 last_data_time: 0.0145 lr: 0.01 max_mem: 12687M [03/23 18:34:19] d2.utils.events INFO: eta: 9:10:30 iter: 55759 total_loss: 1.441 loss_cls: 0.004721 loss_box_reg: 0.01699 loss_rpn_cls: 0.001509 loss_rpn_loc: 0.00102 loss_D_img_s: 0.6803 loss_cls_pseudo: 0.02099 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005495 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.9262 last_time: 1.4880 data_time: 0.0080 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 18:34:47] d2.utils.events INFO: eta: 9:09:46 iter: 55779 total_loss: 1.427 loss_cls: 0.004385 loss_box_reg: 0.01415 loss_rpn_cls: 0.0006251 loss_rpn_loc: 0.001103 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.0164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003016 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.9264 last_time: 1.1955 data_time: 0.0077 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 18:35:13] d2.utils.events INFO: eta: 9:09:13 iter: 55799 total_loss: 1.427 loss_cls: 0.003635 loss_box_reg: 0.01216 loss_rpn_cls: 0.0004062 loss_rpn_loc: 0.0008477 loss_D_img_s: 0.6888 loss_cls_pseudo: 0.01311 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002382 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6952 time: 0.9265 last_time: 1.2131 data_time: 0.0081 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 18:35:39] d2.utils.events INFO: eta: 9:08:27 iter: 55819 total_loss: 1.425 loss_cls: 0.002761 loss_box_reg: 0.01105 loss_rpn_cls: 0.0005389 loss_rpn_loc: 0.000771 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.0104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001407 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.9267 last_time: 1.1705 data_time: 0.0074 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 18:36:05] d2.utils.events INFO: eta: 9:07:59 iter: 55839 total_loss: 1.448 loss_cls: 0.00573 loss_box_reg: 0.01608 loss_rpn_cls: 0.0008861 loss_rpn_loc: 0.00157 loss_D_img_s: 0.7043 loss_cls_pseudo: 0.02433 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003858 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 0.9268 last_time: 1.1780 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 18:36:32] d2.utils.events INFO: eta: 9:07:40 iter: 55859 total_loss: 1.444 loss_cls: 0.004441 loss_box_reg: 0.01398 loss_rpn_cls: 0.0008137 loss_rpn_loc: 0.001102 loss_D_img_s: 0.7072 loss_cls_pseudo: 0.0231 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005138 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6802 time: 0.9269 last_time: 1.4207 data_time: 0.0085 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 18:36:59] d2.utils.events INFO: eta: 9:07:05 iter: 55879 total_loss: 1.44 loss_cls: 0.005418 loss_box_reg: 0.01784 loss_rpn_cls: 0.0007158 loss_rpn_loc: 0.0009483 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01931 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002232 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6925 time: 0.9271 last_time: 1.2019 data_time: 0.0081 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 18:37:25] d2.utils.events INFO: eta: 9:06:15 iter: 55899 total_loss: 1.427 loss_cls: 0.005505 loss_box_reg: 0.01229 loss_rpn_cls: 0.000389 loss_rpn_loc: 0.001132 loss_D_img_s: 0.6642 loss_cls_pseudo: 0.01439 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001245 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.72 time: 0.9272 last_time: 1.2115 data_time: 0.0082 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:37:52] d2.utils.events INFO: eta: 9:05:33 iter: 55919 total_loss: 1.434 loss_cls: 0.005734 loss_box_reg: 0.01464 loss_rpn_cls: 0.0006325 loss_rpn_loc: 0.001069 loss_D_img_s: 0.6579 loss_cls_pseudo: 0.01376 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001226 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7351 time: 0.9274 last_time: 1.3985 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 18:38:19] d2.utils.events INFO: eta: 9:05:09 iter: 55939 total_loss: 1.431 loss_cls: 0.004849 loss_box_reg: 0.01427 loss_rpn_cls: 0.0007114 loss_rpn_loc: 0.001259 loss_D_img_s: 0.688 loss_cls_pseudo: 0.01691 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001846 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.9275 last_time: 1.3980 data_time: 0.0080 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 18:38:45] d2.utils.events INFO: eta: 9:04:25 iter: 55959 total_loss: 1.424 loss_cls: 0.005278 loss_box_reg: 0.01374 loss_rpn_cls: 0.0007995 loss_rpn_loc: 0.0008471 loss_D_img_s: 0.6981 loss_cls_pseudo: 0.01689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004163 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.9277 last_time: 1.3503 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 18:39:11] d2.utils.events INFO: eta: 9:03:45 iter: 55979 total_loss: 1.428 loss_cls: 0.004005 loss_box_reg: 0.01352 loss_rpn_cls: 0.0004909 loss_rpn_loc: 0.0009696 loss_D_img_s: 0.7126 loss_cls_pseudo: 0.02443 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6643 time: 0.9278 last_time: 1.2161 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 18:39:37] d2.data.common INFO: Serializing the dataset using: [03/23 18:39:37] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 18:39:37] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 18:39:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 18:39:37] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 18:39:39] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0144 s/iter. Inference: 0.0859 s/iter. Eval: 0.0002 s/iter. Total: 0.1006 s/iter. ETA=0:00:40 [03/23 18:39:44] d2.evaluation.evaluator INFO: Inference done 54/410. Dataloading: 0.0066 s/iter. Inference: 0.1098 s/iter. Eval: 0.0006 s/iter. Total: 0.1171 s/iter. ETA=0:00:41 [03/23 18:39:49] d2.evaluation.evaluator INFO: Inference done 101/410. Dataloading: 0.0048 s/iter. Inference: 0.1069 s/iter. Eval: 0.0004 s/iter. Total: 0.1122 s/iter. ETA=0:00:34 [03/23 18:39:54] d2.evaluation.evaluator INFO: Inference done 145/410. Dataloading: 0.0043 s/iter. Inference: 0.1081 s/iter. Eval: 0.0004 s/iter. Total: 0.1128 s/iter. ETA=0:00:29 [03/23 18:39:59] d2.evaluation.evaluator INFO: Inference done 194/410. Dataloading: 0.0039 s/iter. Inference: 0.1060 s/iter. Eval: 0.0003 s/iter. Total: 0.1102 s/iter. ETA=0:00:23 [03/23 18:40:05] d2.evaluation.evaluator INFO: Inference done 242/410. Dataloading: 0.0041 s/iter. Inference: 0.1052 s/iter. Eval: 0.0003 s/iter. Total: 0.1097 s/iter. ETA=0:00:18 [03/23 18:40:10] d2.evaluation.evaluator INFO: Inference done 288/410. Dataloading: 0.0043 s/iter. Inference: 0.1053 s/iter. Eval: 0.0003 s/iter. Total: 0.1100 s/iter. ETA=0:00:13 [03/23 18:40:15] d2.evaluation.evaluator INFO: Inference done 333/410. Dataloading: 0.0040 s/iter. Inference: 0.1059 s/iter. Eval: 0.0003 s/iter. Total: 0.1103 s/iter. ETA=0:00:08 [03/23 18:40:20] d2.evaluation.evaluator INFO: Inference done 379/410. Dataloading: 0.0041 s/iter. Inference: 0.1058 s/iter. Eval: 0.0003 s/iter. Total: 0.1103 s/iter. ETA=0:00:03 [03/23 18:40:23] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.689883 (0.110345 s / iter per device, on 1 devices) [03/23 18:40:23] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.105598 s / iter per device, on 1 devices) [03/23 18:40:23] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 18:40:23] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 18:40:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 18:40:23] d2.evaluation.testing INFO: copypaste: 1.0878,4.2793,0.0845 [03/23 18:40:23] d2.data.common INFO: Serializing the dataset using: [03/23 18:40:23] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 18:40:23] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 18:40:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 18:40:23] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 18:40:25] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0073 s/iter. Inference: 0.1230 s/iter. Eval: 0.0002 s/iter. Total: 0.1305 s/iter. ETA=0:00:52 [03/23 18:40:30] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0061 s/iter. Inference: 0.1016 s/iter. Eval: 0.0002 s/iter. Total: 0.1080 s/iter. ETA=0:00:37 [03/23 18:40:36] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0053 s/iter. Inference: 0.1023 s/iter. Eval: 0.0002 s/iter. Total: 0.1079 s/iter. ETA=0:00:32 [03/23 18:40:41] d2.evaluation.evaluator INFO: Inference done 153/410. Dataloading: 0.0044 s/iter. Inference: 0.1027 s/iter. Eval: 0.0003 s/iter. Total: 0.1075 s/iter. ETA=0:00:27 [03/23 18:40:46] d2.evaluation.evaluator INFO: Inference done 197/410. Dataloading: 0.0044 s/iter. Inference: 0.1049 s/iter. Eval: 0.0003 s/iter. Total: 0.1097 s/iter. ETA=0:00:23 [03/23 18:40:51] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0041 s/iter. Inference: 0.1037 s/iter. Eval: 0.0003 s/iter. Total: 0.1082 s/iter. ETA=0:00:17 [03/23 18:40:56] d2.evaluation.evaluator INFO: Inference done 291/410. Dataloading: 0.0042 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1089 s/iter. ETA=0:00:12 [03/23 18:41:01] d2.evaluation.evaluator INFO: Inference done 339/410. Dataloading: 0.0046 s/iter. Inference: 0.1034 s/iter. Eval: 0.0003 s/iter. Total: 0.1084 s/iter. ETA=0:00:07 [03/23 18:41:06] d2.evaluation.evaluator INFO: Inference done 384/410. Dataloading: 0.0043 s/iter. Inference: 0.1040 s/iter. Eval: 0.0003 s/iter. Total: 0.1088 s/iter. ETA=0:00:02 [03/23 18:41:09] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.974388 (0.108579 s / iter per device, on 1 devices) [03/23 18:41:09] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.103780 s / iter per device, on 1 devices) [03/23 18:41:09] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 18:41:09] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 18:41:09] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 18:41:09] d2.evaluation.testing INFO: copypaste: 1.1599,5.6028,0.0854 [03/23 18:41:09] d2.utils.events INFO: eta: 9:02:42 iter: 55999 total_loss: 1.431 loss_cls: 0.004398 loss_box_reg: 0.01403 loss_rpn_cls: 0.0005453 loss_rpn_loc: 0.001136 loss_D_img_s: 0.735 loss_cls_pseudo: 0.01633 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001811 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6569 time: 0.9279 last_time: 1.4105 data_time: 0.0084 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 18:41:36] d2.utils.events INFO: eta: 9:02:31 iter: 56019 total_loss: 1.439 loss_cls: 0.005218 loss_box_reg: 0.01711 loss_rpn_cls: 0.0006269 loss_rpn_loc: 0.001093 loss_D_img_s: 0.6927 loss_cls_pseudo: 0.02228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003541 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9281 last_time: 1.6411 data_time: 0.0085 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 18:42:02] d2.utils.events INFO: eta: 9:01:52 iter: 56039 total_loss: 1.44 loss_cls: 0.004075 loss_box_reg: 0.01386 loss_rpn_cls: 0.0005256 loss_rpn_loc: 0.001049 loss_D_img_s: 0.6658 loss_cls_pseudo: 0.02299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004054 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7177 time: 0.9282 last_time: 1.5474 data_time: 0.0079 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 18:42:29] d2.utils.events INFO: eta: 9:01:23 iter: 56059 total_loss: 1.454 loss_cls: 0.004857 loss_box_reg: 0.01156 loss_rpn_cls: 0.0005155 loss_rpn_loc: 0.001416 loss_D_img_s: 0.6959 loss_cls_pseudo: 0.02881 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005452 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7009 time: 0.9284 last_time: 1.3877 data_time: 0.0083 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 18:42:56] d2.utils.events INFO: eta: 9:01:30 iter: 56079 total_loss: 1.434 loss_cls: 0.004381 loss_box_reg: 0.01181 loss_rpn_cls: 0.000526 loss_rpn_loc: 0.001294 loss_D_img_s: 0.7267 loss_cls_pseudo: 0.0199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003493 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6581 time: 0.9285 last_time: 1.3579 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 18:43:21] d2.utils.events INFO: eta: 9:00:43 iter: 56099 total_loss: 1.434 loss_cls: 0.005796 loss_box_reg: 0.01699 loss_rpn_cls: 0.0008129 loss_rpn_loc: 0.00123 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.02575 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003607 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9286 last_time: 1.2228 data_time: 0.0074 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 18:43:48] d2.utils.events INFO: eta: 8:59:53 iter: 56119 total_loss: 1.437 loss_cls: 0.005265 loss_box_reg: 0.01463 loss_rpn_cls: 0.0005667 loss_rpn_loc: 0.001156 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01598 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003089 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.9288 last_time: 1.2366 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 18:44:14] d2.utils.events INFO: eta: 8:58:46 iter: 56139 total_loss: 1.446 loss_cls: 0.005826 loss_box_reg: 0.01605 loss_rpn_cls: 0.000629 loss_rpn_loc: 0.00136 loss_D_img_s: 0.7049 loss_cls_pseudo: 0.01912 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6729 time: 0.9289 last_time: 1.3613 data_time: 0.0077 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 18:44:42] d2.utils.events INFO: eta: 8:59:08 iter: 56159 total_loss: 1.435 loss_cls: 0.003941 loss_box_reg: 0.0126 loss_rpn_cls: 0.0003915 loss_rpn_loc: 0.0008091 loss_D_img_s: 0.7067 loss_cls_pseudo: 0.01692 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002788 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 0.9291 last_time: 1.3961 data_time: 0.0085 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 18:45:09] d2.utils.events INFO: eta: 8:59:40 iter: 56179 total_loss: 1.423 loss_cls: 0.002834 loss_box_reg: 0.009969 loss_rpn_cls: 0.0002861 loss_rpn_loc: 0.0009671 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.01397 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002128 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 0.9292 last_time: 1.4000 data_time: 0.0085 last_data_time: 0.0125 lr: 0.01 max_mem: 12687M [03/23 18:45:36] d2.utils.events INFO: eta: 8:59:35 iter: 56199 total_loss: 1.435 loss_cls: 0.004478 loss_box_reg: 0.01452 loss_rpn_cls: 0.0003738 loss_rpn_loc: 0.001276 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01964 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00336 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.9294 last_time: 1.1986 data_time: 0.0078 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 18:46:04] d2.utils.events INFO: eta: 8:59:32 iter: 56219 total_loss: 1.425 loss_cls: 0.004483 loss_box_reg: 0.0144 loss_rpn_cls: 0.0006744 loss_rpn_loc: 0.001044 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01123 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.9295 last_time: 1.2240 data_time: 0.0086 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 18:46:30] d2.utils.events INFO: eta: 8:58:04 iter: 56239 total_loss: 1.428 loss_cls: 0.00419 loss_box_reg: 0.01257 loss_rpn_cls: 0.001398 loss_rpn_loc: 0.000955 loss_D_img_s: 0.6907 loss_cls_pseudo: 0.02015 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002484 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.9297 last_time: 1.3527 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 18:46:57] d2.utils.events INFO: eta: 8:57:20 iter: 56259 total_loss: 1.445 loss_cls: 0.006825 loss_box_reg: 0.01717 loss_rpn_cls: 0.0008832 loss_rpn_loc: 0.001606 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.02401 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002556 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.9298 last_time: 1.2068 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 18:47:24] d2.utils.events INFO: eta: 8:57:20 iter: 56279 total_loss: 1.431 loss_cls: 0.004645 loss_box_reg: 0.009338 loss_rpn_cls: 0.0004458 loss_rpn_loc: 0.0008948 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.01884 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004429 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.9300 last_time: 1.3798 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 18:47:50] d2.utils.events INFO: eta: 8:56:53 iter: 56299 total_loss: 1.438 loss_cls: 0.005375 loss_box_reg: 0.01797 loss_rpn_cls: 0.00112 loss_rpn_loc: 0.001424 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01563 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002634 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6998 time: 0.9301 last_time: 1.4355 data_time: 0.0077 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 18:48:16] d2.utils.events INFO: eta: 8:55:33 iter: 56319 total_loss: 1.447 loss_cls: 0.004086 loss_box_reg: 0.01349 loss_rpn_cls: 0.0007969 loss_rpn_loc: 0.0009405 loss_D_img_s: 0.6676 loss_cls_pseudo: 0.0292 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004764 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7178 time: 0.9302 last_time: 1.2352 data_time: 0.0078 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 18:48:43] d2.utils.events INFO: eta: 8:55:35 iter: 56339 total_loss: 1.433 loss_cls: 0.005628 loss_box_reg: 0.01588 loss_rpn_cls: 0.0007257 loss_rpn_loc: 0.001127 loss_D_img_s: 0.683 loss_cls_pseudo: 0.02075 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002518 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.9304 last_time: 1.4075 data_time: 0.0085 last_data_time: 0.0128 lr: 0.01 max_mem: 12687M [03/23 18:49:09] d2.utils.events INFO: eta: 8:55:08 iter: 56359 total_loss: 1.431 loss_cls: 0.005759 loss_box_reg: 0.01406 loss_rpn_cls: 0.001025 loss_rpn_loc: 0.0009669 loss_D_img_s: 0.6944 loss_cls_pseudo: 0.01585 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003989 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.9305 last_time: 1.4613 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:49:34] d2.utils.events INFO: eta: 8:54:10 iter: 56379 total_loss: 1.423 loss_cls: 0.004771 loss_box_reg: 0.01442 loss_rpn_cls: 0.0009441 loss_rpn_loc: 0.001127 loss_D_img_s: 0.6801 loss_cls_pseudo: 0.02097 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.9306 last_time: 1.2205 data_time: 0.0078 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 18:50:00] d2.utils.events INFO: eta: 8:53:21 iter: 56399 total_loss: 1.417 loss_cls: 0.00385 loss_box_reg: 0.014 loss_rpn_cls: 0.0005327 loss_rpn_loc: 0.001087 loss_D_img_s: 0.686 loss_cls_pseudo: 0.01384 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001519 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.9308 last_time: 1.1113 data_time: 0.0076 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 18:50:27] d2.utils.events INFO: eta: 8:53:10 iter: 56419 total_loss: 1.429 loss_cls: 0.003852 loss_box_reg: 0.009985 loss_rpn_cls: 0.0004309 loss_rpn_loc: 0.0009586 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01939 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003335 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.9309 last_time: 1.4026 data_time: 0.0083 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 18:50:54] d2.utils.events INFO: eta: 8:52:30 iter: 56439 total_loss: 1.441 loss_cls: 0.006827 loss_box_reg: 0.01781 loss_rpn_cls: 0.0006666 loss_rpn_loc: 0.001244 loss_D_img_s: 0.6738 loss_cls_pseudo: 0.02428 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002543 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7051 time: 0.9310 last_time: 1.2079 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 18:51:21] d2.utils.events INFO: eta: 8:51:31 iter: 56459 total_loss: 1.443 loss_cls: 0.00449 loss_box_reg: 0.01366 loss_rpn_cls: 0.0007128 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6844 loss_cls_pseudo: 0.0246 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 0.9312 last_time: 1.2685 data_time: 0.0073 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 18:51:48] d2.utils.events INFO: eta: 8:50:22 iter: 56479 total_loss: 1.43 loss_cls: 0.005337 loss_box_reg: 0.01519 loss_rpn_cls: 0.0009259 loss_rpn_loc: 0.00101 loss_D_img_s: 0.68 loss_cls_pseudo: 0.01453 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004379 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.9313 last_time: 1.1814 data_time: 0.0087 last_data_time: 0.0185 lr: 0.01 max_mem: 12687M [03/23 18:52:14] d2.utils.events INFO: eta: 8:50:00 iter: 56499 total_loss: 1.45 loss_cls: 0.006502 loss_box_reg: 0.01687 loss_rpn_cls: 0.0007945 loss_rpn_loc: 0.000981 loss_D_img_s: 0.7033 loss_cls_pseudo: 0.01872 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004372 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 0.9315 last_time: 1.1968 data_time: 0.0083 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 18:52:41] d2.utils.events INFO: eta: 8:49:45 iter: 56519 total_loss: 1.443 loss_cls: 0.004845 loss_box_reg: 0.01447 loss_rpn_cls: 0.0008314 loss_rpn_loc: 0.001084 loss_D_img_s: 0.7201 loss_cls_pseudo: 0.0206 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6668 time: 0.9316 last_time: 1.2185 data_time: 0.0078 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 18:53:08] d2.utils.events INFO: eta: 8:49:43 iter: 56539 total_loss: 1.433 loss_cls: 0.00419 loss_box_reg: 0.01464 loss_rpn_cls: 0.0005063 loss_rpn_loc: 0.0009789 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.02273 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006435 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6986 time: 0.9318 last_time: 1.3723 data_time: 0.0082 last_data_time: 0.0127 lr: 0.01 max_mem: 12687M [03/23 18:53:35] d2.utils.events INFO: eta: 8:49:42 iter: 56559 total_loss: 1.421 loss_cls: 0.004485 loss_box_reg: 0.01343 loss_rpn_cls: 0.0009691 loss_rpn_loc: 0.001191 loss_D_img_s: 0.6679 loss_cls_pseudo: 0.01776 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004962 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7107 time: 0.9319 last_time: 1.3646 data_time: 0.0078 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 18:54:03] d2.utils.events INFO: eta: 8:49:49 iter: 56579 total_loss: 1.402 loss_cls: 0.004227 loss_box_reg: 0.01234 loss_rpn_cls: 0.000267 loss_rpn_loc: 0.0008462 loss_D_img_s: 0.6694 loss_cls_pseudo: 0.01316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001539 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6953 time: 0.9321 last_time: 1.4111 data_time: 0.0088 last_data_time: 0.0117 lr: 0.01 max_mem: 12687M [03/23 18:54:30] d2.utils.events INFO: eta: 8:48:59 iter: 56599 total_loss: 1.416 loss_cls: 0.006015 loss_box_reg: 0.01361 loss_rpn_cls: 0.0005963 loss_rpn_loc: 0.001061 loss_D_img_s: 0.6792 loss_cls_pseudo: 0.01807 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002814 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6843 time: 0.9322 last_time: 1.2373 data_time: 0.0082 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 18:54:56] d2.utils.events INFO: eta: 8:48:46 iter: 56619 total_loss: 1.43 loss_cls: 0.004725 loss_box_reg: 0.01109 loss_rpn_cls: 0.0006028 loss_rpn_loc: 0.001128 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.01511 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003087 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6864 time: 0.9324 last_time: 1.3657 data_time: 0.0075 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 18:55:22] d2.utils.events INFO: eta: 8:48:19 iter: 56639 total_loss: 1.437 loss_cls: 0.005538 loss_box_reg: 0.01385 loss_rpn_cls: 0.0007573 loss_rpn_loc: 0.001368 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.01397 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002097 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.9325 last_time: 1.3952 data_time: 0.0085 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 18:55:49] d2.utils.events INFO: eta: 8:47:38 iter: 56659 total_loss: 1.429 loss_cls: 0.002897 loss_box_reg: 0.01114 loss_rpn_cls: 0.0005791 loss_rpn_loc: 0.001112 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.01957 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002727 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6818 time: 0.9326 last_time: 1.2181 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 18:56:16] d2.utils.events INFO: eta: 8:47:05 iter: 56679 total_loss: 1.429 loss_cls: 0.005156 loss_box_reg: 0.0149 loss_rpn_cls: 0.0006353 loss_rpn_loc: 0.001082 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.02391 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003594 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6787 time: 0.9328 last_time: 1.3408 data_time: 0.0083 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 18:56:42] d2.utils.events INFO: eta: 8:46:08 iter: 56699 total_loss: 1.435 loss_cls: 0.002989 loss_box_reg: 0.0112 loss_rpn_cls: 0.0006535 loss_rpn_loc: 0.001326 loss_D_img_s: 0.7207 loss_cls_pseudo: 0.02578 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006116 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6619 time: 0.9329 last_time: 1.2428 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 18:57:09] d2.utils.events INFO: eta: 8:45:39 iter: 56719 total_loss: 1.438 loss_cls: 0.005179 loss_box_reg: 0.01162 loss_rpn_cls: 0.0007064 loss_rpn_loc: 0.001458 loss_D_img_s: 0.7192 loss_cls_pseudo: 0.01938 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004035 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6702 time: 0.9331 last_time: 1.2108 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 18:57:36] d2.utils.events INFO: eta: 8:45:12 iter: 56739 total_loss: 1.434 loss_cls: 0.004707 loss_box_reg: 0.01457 loss_rpn_cls: 0.0006448 loss_rpn_loc: 0.00129 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.01993 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00138 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.9332 last_time: 1.5582 data_time: 0.0091 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 18:58:02] d2.utils.events INFO: eta: 8:44:33 iter: 56759 total_loss: 1.438 loss_cls: 0.004258 loss_box_reg: 0.01145 loss_rpn_cls: 0.0004546 loss_rpn_loc: 0.001253 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002178 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7001 time: 0.9333 last_time: 1.4972 data_time: 0.0077 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 18:58:29] d2.utils.events INFO: eta: 8:43:51 iter: 56779 total_loss: 1.422 loss_cls: 0.003646 loss_box_reg: 0.01175 loss_rpn_cls: 0.0004807 loss_rpn_loc: 0.0008521 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.01549 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002831 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.698 time: 0.9335 last_time: 1.4042 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 18:58:55] d2.utils.events INFO: eta: 8:43:30 iter: 56799 total_loss: 1.428 loss_cls: 0.004273 loss_box_reg: 0.01331 loss_rpn_cls: 0.0004914 loss_rpn_loc: 0.001099 loss_D_img_s: 0.686 loss_cls_pseudo: 0.01788 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004332 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.9336 last_time: 1.4300 data_time: 0.0083 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 18:59:22] d2.utils.events INFO: eta: 8:42:59 iter: 56819 total_loss: 1.438 loss_cls: 0.004354 loss_box_reg: 0.01588 loss_rpn_cls: 0.0005415 loss_rpn_loc: 0.0009212 loss_D_img_s: 0.6806 loss_cls_pseudo: 0.02233 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004756 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.697 time: 0.9338 last_time: 1.1892 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 18:59:49] d2.utils.events INFO: eta: 8:42:56 iter: 56839 total_loss: 1.427 loss_cls: 0.00524 loss_box_reg: 0.01733 loss_rpn_cls: 0.0009649 loss_rpn_loc: 0.001155 loss_D_img_s: 0.6768 loss_cls_pseudo: 0.02063 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002799 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.9339 last_time: 1.3667 data_time: 0.0077 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 19:00:15] d2.utils.events INFO: eta: 8:42:26 iter: 56859 total_loss: 1.446 loss_cls: 0.004882 loss_box_reg: 0.01075 loss_rpn_cls: 0.0007221 loss_rpn_loc: 0.001005 loss_D_img_s: 0.6572 loss_cls_pseudo: 0.02105 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002287 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7203 time: 0.9340 last_time: 1.3698 data_time: 0.0089 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 19:00:41] d2.utils.events INFO: eta: 8:41:41 iter: 56879 total_loss: 1.436 loss_cls: 0.005393 loss_box_reg: 0.01523 loss_rpn_cls: 0.0009075 loss_rpn_loc: 0.0009445 loss_D_img_s: 0.71 loss_cls_pseudo: 0.008302 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002447 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6834 time: 0.9342 last_time: 1.2775 data_time: 0.0079 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 19:01:09] d2.utils.events INFO: eta: 8:41:08 iter: 56899 total_loss: 1.423 loss_cls: 0.003153 loss_box_reg: 0.01182 loss_rpn_cls: 0.0003896 loss_rpn_loc: 0.00105 loss_D_img_s: 0.7149 loss_cls_pseudo: 0.0183 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004421 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6603 time: 0.9343 last_time: 1.2109 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 19:01:42] d2.utils.events INFO: eta: 8:41:25 iter: 56919 total_loss: 1.406 loss_cls: 0.004608 loss_box_reg: 0.01167 loss_rpn_cls: 0.0004747 loss_rpn_loc: 0.0007625 loss_D_img_s: 0.7182 loss_cls_pseudo: 0.01165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001112 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.654 time: 0.9346 last_time: 1.9860 data_time: 0.0089 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 19:02:14] d2.utils.events INFO: eta: 8:41:45 iter: 56939 total_loss: 1.448 loss_cls: 0.004243 loss_box_reg: 0.01461 loss_rpn_cls: 0.0007031 loss_rpn_loc: 0.001241 loss_D_img_s: 0.7119 loss_cls_pseudo: 0.01992 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003967 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6759 time: 0.9348 last_time: 1.1584 data_time: 0.0084 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 19:02:40] d2.utils.events INFO: eta: 8:41:09 iter: 56959 total_loss: 1.451 loss_cls: 0.004418 loss_box_reg: 0.01201 loss_rpn_cls: 0.0004135 loss_rpn_loc: 0.001108 loss_D_img_s: 0.6655 loss_cls_pseudo: 0.02289 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7396 time: 0.9349 last_time: 1.2248 data_time: 0.0078 last_data_time: 0.0139 lr: 0.01 max_mem: 12687M [03/23 19:03:06] d2.utils.events INFO: eta: 8:40:51 iter: 56979 total_loss: 1.445 loss_cls: 0.006088 loss_box_reg: 0.01383 loss_rpn_cls: 0.0005079 loss_rpn_loc: 0.001046 loss_D_img_s: 0.6562 loss_cls_pseudo: 0.01695 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7349 time: 0.9351 last_time: 1.3153 data_time: 0.0085 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 19:03:33] d2.data.common INFO: Serializing the dataset using: [03/23 19:03:33] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 19:03:33] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 19:03:33] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 19:03:33] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 19:03:35] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0109 s/iter. Inference: 0.1229 s/iter. Eval: 0.0002 s/iter. Total: 0.1340 s/iter. ETA=0:00:53 [03/23 19:03:40] d2.evaluation.evaluator INFO: Inference done 64/410. Dataloading: 0.0034 s/iter. Inference: 0.0966 s/iter. Eval: 0.0003 s/iter. Total: 0.1004 s/iter. ETA=0:00:34 [03/23 19:03:45] d2.evaluation.evaluator INFO: Inference done 116/410. Dataloading: 0.0036 s/iter. Inference: 0.0947 s/iter. Eval: 0.0002 s/iter. Total: 0.0985 s/iter. ETA=0:00:28 [03/23 19:03:50] d2.evaluation.evaluator INFO: Inference done 166/410. Dataloading: 0.0039 s/iter. Inference: 0.0953 s/iter. Eval: 0.0002 s/iter. Total: 0.0995 s/iter. ETA=0:00:24 [03/23 19:03:55] d2.evaluation.evaluator INFO: Inference done 213/410. Dataloading: 0.0039 s/iter. Inference: 0.0972 s/iter. Eval: 0.0002 s/iter. Total: 0.1013 s/iter. ETA=0:00:19 [03/23 19:04:00] d2.evaluation.evaluator INFO: Inference done 262/410. Dataloading: 0.0041 s/iter. Inference: 0.0975 s/iter. Eval: 0.0002 s/iter. Total: 0.1018 s/iter. ETA=0:00:15 [03/23 19:04:05] d2.evaluation.evaluator INFO: Inference done 315/410. Dataloading: 0.0038 s/iter. Inference: 0.0967 s/iter. Eval: 0.0002 s/iter. Total: 0.1007 s/iter. ETA=0:00:09 [03/23 19:04:10] d2.evaluation.evaluator INFO: Inference done 364/410. Dataloading: 0.0038 s/iter. Inference: 0.0970 s/iter. Eval: 0.0002 s/iter. Total: 0.1011 s/iter. ETA=0:00:04 [03/23 19:04:15] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.917067 (0.101030 s / iter per device, on 1 devices) [03/23 19:04:15] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.096649 s / iter per device, on 1 devices) [03/23 19:04:15] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 19:04:15] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 19:04:15] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 19:04:15] d2.evaluation.testing INFO: copypaste: 1.3916,6.6972,0.1832 [03/23 19:04:15] d2.data.common INFO: Serializing the dataset using: [03/23 19:04:15] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 19:04:15] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 19:04:15] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 19:04:15] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 19:04:16] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0016 s/iter. Inference: 0.0875 s/iter. Eval: 0.0002 s/iter. Total: 0.0893 s/iter. ETA=0:00:35 [03/23 19:04:21] d2.evaluation.evaluator INFO: Inference done 66/410. Dataloading: 0.0043 s/iter. Inference: 0.0872 s/iter. Eval: 0.0002 s/iter. Total: 0.0917 s/iter. ETA=0:00:31 [03/23 19:04:26] d2.evaluation.evaluator INFO: Inference done 118/410. Dataloading: 0.0035 s/iter. Inference: 0.0901 s/iter. Eval: 0.0004 s/iter. Total: 0.0942 s/iter. ETA=0:00:27 [03/23 19:04:32] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0038 s/iter. Inference: 0.0909 s/iter. Eval: 0.0003 s/iter. Total: 0.0952 s/iter. ETA=0:00:22 [03/23 19:04:37] d2.evaluation.evaluator INFO: Inference done 223/410. Dataloading: 0.0038 s/iter. Inference: 0.0912 s/iter. Eval: 0.0003 s/iter. Total: 0.0954 s/iter. ETA=0:00:17 [03/23 19:04:42] d2.evaluation.evaluator INFO: Inference done 274/410. Dataloading: 0.0039 s/iter. Inference: 0.0921 s/iter. Eval: 0.0003 s/iter. Total: 0.0964 s/iter. ETA=0:00:13 [03/23 19:04:47] d2.evaluation.evaluator INFO: Inference done 327/410. Dataloading: 0.0037 s/iter. Inference: 0.0925 s/iter. Eval: 0.0003 s/iter. Total: 0.0965 s/iter. ETA=0:00:08 [03/23 19:04:52] d2.evaluation.evaluator INFO: Inference done 382/410. Dataloading: 0.0036 s/iter. Inference: 0.0920 s/iter. Eval: 0.0003 s/iter. Total: 0.0959 s/iter. ETA=0:00:02 [03/23 19:04:55] d2.evaluation.evaluator INFO: Total inference time: 0:00:38.851172 (0.095929 s / iter per device, on 1 devices) [03/23 19:04:55] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.091689 s / iter per device, on 1 devices) [03/23 19:04:55] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 19:04:55] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 19:04:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 19:04:55] d2.evaluation.testing INFO: copypaste: 0.9234,4.1823,0.0032 [03/23 19:04:55] d2.utils.events INFO: eta: 8:40:26 iter: 56999 total_loss: 1.419 loss_cls: 0.004297 loss_box_reg: 0.0113 loss_rpn_cls: 0.0004223 loss_rpn_loc: 0.0009465 loss_D_img_s: 0.6822 loss_cls_pseudo: 0.01083 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001956 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 0.9352 last_time: 1.2099 data_time: 0.0084 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 19:05:22] d2.utils.events INFO: eta: 8:40:01 iter: 57019 total_loss: 1.425 loss_cls: 0.003515 loss_box_reg: 0.01229 loss_rpn_cls: 0.0005108 loss_rpn_loc: 0.0008259 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.01758 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6984 time: 0.9354 last_time: 1.3881 data_time: 0.0077 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 19:05:49] d2.utils.events INFO: eta: 8:40:08 iter: 57039 total_loss: 1.431 loss_cls: 0.004959 loss_box_reg: 0.01828 loss_rpn_cls: 0.0006699 loss_rpn_loc: 0.001374 loss_D_img_s: 0.6758 loss_cls_pseudo: 0.01413 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001051 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7015 time: 0.9355 last_time: 1.1831 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:06:16] d2.utils.events INFO: eta: 8:39:46 iter: 57059 total_loss: 1.424 loss_cls: 0.005236 loss_box_reg: 0.01429 loss_rpn_cls: 0.000494 loss_rpn_loc: 0.00117 loss_D_img_s: 0.6858 loss_cls_pseudo: 0.01129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001696 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.9356 last_time: 1.5895 data_time: 0.0085 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 19:06:43] d2.utils.events INFO: eta: 8:39:10 iter: 57079 total_loss: 1.438 loss_cls: 0.004872 loss_box_reg: 0.0129 loss_rpn_cls: 0.0004546 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.01887 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008282 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 0.9358 last_time: 1.3973 data_time: 0.0080 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 19:07:10] d2.utils.events INFO: eta: 8:39:02 iter: 57099 total_loss: 1.434 loss_cls: 0.003769 loss_box_reg: 0.01513 loss_rpn_cls: 0.0006408 loss_rpn_loc: 0.001038 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.02216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002273 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.9359 last_time: 1.3706 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 19:07:36] d2.utils.events INFO: eta: 8:38:31 iter: 57119 total_loss: 1.433 loss_cls: 0.005211 loss_box_reg: 0.01323 loss_rpn_cls: 0.0005256 loss_rpn_loc: 0.001149 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01888 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002884 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.9361 last_time: 1.3243 data_time: 0.0079 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 19:08:04] d2.utils.events INFO: eta: 8:38:28 iter: 57139 total_loss: 1.446 loss_cls: 0.005904 loss_box_reg: 0.01429 loss_rpn_cls: 0.000933 loss_rpn_loc: 0.0009654 loss_D_img_s: 0.7036 loss_cls_pseudo: 0.0298 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005954 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 0.9362 last_time: 1.2306 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 19:08:31] d2.utils.events INFO: eta: 8:37:22 iter: 57159 total_loss: 1.437 loss_cls: 0.006421 loss_box_reg: 0.01544 loss_rpn_cls: 0.0008557 loss_rpn_loc: 0.001036 loss_D_img_s: 0.6952 loss_cls_pseudo: 0.02126 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003297 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.9364 last_time: 1.1414 data_time: 0.0079 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 19:08:58] d2.utils.events INFO: eta: 8:36:35 iter: 57179 total_loss: 1.445 loss_cls: 0.004771 loss_box_reg: 0.01502 loss_rpn_cls: 0.000566 loss_rpn_loc: 0.001257 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.01977 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9365 last_time: 1.4099 data_time: 0.0091 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:09:25] d2.utils.events INFO: eta: 8:36:01 iter: 57199 total_loss: 1.44 loss_cls: 0.00639 loss_box_reg: 0.01829 loss_rpn_cls: 0.0008201 loss_rpn_loc: 0.0009986 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.01828 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6975 time: 0.9367 last_time: 1.3558 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 19:09:52] d2.utils.events INFO: eta: 8:35:25 iter: 57219 total_loss: 1.425 loss_cls: 0.004594 loss_box_reg: 0.01507 loss_rpn_cls: 0.0003671 loss_rpn_loc: 0.001315 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01215 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001931 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.704 time: 0.9368 last_time: 1.4747 data_time: 0.0085 last_data_time: 0.0111 lr: 0.01 max_mem: 12687M [03/23 19:10:20] d2.utils.events INFO: eta: 8:35:48 iter: 57239 total_loss: 1.445 loss_cls: 0.00444 loss_box_reg: 0.01657 loss_rpn_cls: 0.0005003 loss_rpn_loc: 0.001209 loss_D_img_s: 0.6999 loss_cls_pseudo: 0.02848 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003154 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.9369 last_time: 1.3626 data_time: 0.0078 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 19:10:46] d2.utils.events INFO: eta: 8:35:54 iter: 57259 total_loss: 1.452 loss_cls: 0.004826 loss_box_reg: 0.01658 loss_rpn_cls: 0.0007252 loss_rpn_loc: 0.001288 loss_D_img_s: 0.7099 loss_cls_pseudo: 0.02296 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006268 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6793 time: 0.9371 last_time: 1.1748 data_time: 0.0077 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 19:11:14] d2.utils.events INFO: eta: 8:35:14 iter: 57279 total_loss: 1.444 loss_cls: 0.004478 loss_box_reg: 0.01555 loss_rpn_cls: 0.0006414 loss_rpn_loc: 0.001108 loss_D_img_s: 0.7275 loss_cls_pseudo: 0.01998 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003742 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6583 time: 0.9372 last_time: 1.3847 data_time: 0.0083 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:11:40] d2.utils.events INFO: eta: 8:34:20 iter: 57299 total_loss: 1.433 loss_cls: 0.003826 loss_box_reg: 0.01375 loss_rpn_cls: 0.0004054 loss_rpn_loc: 0.0009163 loss_D_img_s: 0.7232 loss_cls_pseudo: 0.02382 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004549 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6642 time: 0.9374 last_time: 1.2440 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:12:06] d2.utils.events INFO: eta: 8:33:48 iter: 57319 total_loss: 1.427 loss_cls: 0.003471 loss_box_reg: 0.01259 loss_rpn_cls: 0.0004923 loss_rpn_loc: 0.0008477 loss_D_img_s: 0.6927 loss_cls_pseudo: 0.01813 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003323 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.9375 last_time: 1.2229 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:12:34] d2.utils.events INFO: eta: 8:34:05 iter: 57339 total_loss: 1.447 loss_cls: 0.0039 loss_box_reg: 0.01428 loss_rpn_cls: 0.0007223 loss_rpn_loc: 0.0008693 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.03122 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005621 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.9377 last_time: 1.3877 data_time: 0.0082 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 19:13:00] d2.utils.events INFO: eta: 8:34:07 iter: 57359 total_loss: 1.439 loss_cls: 0.005517 loss_box_reg: 0.01402 loss_rpn_cls: 0.00063 loss_rpn_loc: 0.0007619 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.02245 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003749 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6896 time: 0.9378 last_time: 1.2264 data_time: 0.0075 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:13:28] d2.utils.events INFO: eta: 8:34:27 iter: 57379 total_loss: 1.435 loss_cls: 0.005909 loss_box_reg: 0.01823 loss_rpn_cls: 0.00079 loss_rpn_loc: 0.001274 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01596 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003339 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.9379 last_time: 1.3845 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 19:13:57] d2.utils.events INFO: eta: 8:34:24 iter: 57399 total_loss: 1.44 loss_cls: 0.005954 loss_box_reg: 0.01898 loss_rpn_cls: 0.0006132 loss_rpn_loc: 0.001126 loss_D_img_s: 0.6813 loss_cls_pseudo: 0.01628 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004219 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 0.9381 last_time: 1.5904 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:14:24] d2.utils.events INFO: eta: 8:33:47 iter: 57419 total_loss: 1.438 loss_cls: 0.003773 loss_box_reg: 0.01491 loss_rpn_cls: 0.0004588 loss_rpn_loc: 0.00118 loss_D_img_s: 0.6882 loss_cls_pseudo: 0.02595 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005448 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.9383 last_time: 1.6642 data_time: 0.0081 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 19:14:52] d2.utils.events INFO: eta: 8:33:20 iter: 57439 total_loss: 1.438 loss_cls: 0.004366 loss_box_reg: 0.01116 loss_rpn_cls: 0.0005679 loss_rpn_loc: 0.001057 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.02299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00302 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.9384 last_time: 1.5728 data_time: 0.0081 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 19:15:19] d2.utils.events INFO: eta: 8:33:02 iter: 57459 total_loss: 1.446 loss_cls: 0.005339 loss_box_reg: 0.01397 loss_rpn_cls: 0.0004743 loss_rpn_loc: 0.0009502 loss_D_img_s: 0.6983 loss_cls_pseudo: 0.02518 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002975 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 0.9386 last_time: 1.4387 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 19:15:45] d2.utils.events INFO: eta: 8:32:35 iter: 57479 total_loss: 1.44 loss_cls: 0.006551 loss_box_reg: 0.01948 loss_rpn_cls: 0.0006472 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6976 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002676 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9387 last_time: 1.2089 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 19:16:12] d2.utils.events INFO: eta: 8:32:08 iter: 57499 total_loss: 1.44 loss_cls: 0.006772 loss_box_reg: 0.01559 loss_rpn_cls: 0.0009209 loss_rpn_loc: 0.0009225 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.01872 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003124 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.9388 last_time: 1.4405 data_time: 0.0083 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 19:16:39] d2.utils.events INFO: eta: 8:31:38 iter: 57519 total_loss: 1.442 loss_cls: 0.005437 loss_box_reg: 0.01409 loss_rpn_cls: 0.0005202 loss_rpn_loc: 0.0008853 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.02369 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004355 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.9390 last_time: 1.3811 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 19:17:06] d2.utils.events INFO: eta: 8:31:10 iter: 57539 total_loss: 1.439 loss_cls: 0.005634 loss_box_reg: 0.01589 loss_rpn_cls: 0.0006403 loss_rpn_loc: 0.001002 loss_D_img_s: 0.6947 loss_cls_pseudo: 0.02448 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003978 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 0.9391 last_time: 1.2063 data_time: 0.0080 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 19:17:34] d2.utils.events INFO: eta: 8:30:50 iter: 57559 total_loss: 1.458 loss_cls: 0.006369 loss_box_reg: 0.01729 loss_rpn_cls: 0.0008262 loss_rpn_loc: 0.001107 loss_D_img_s: 0.7017 loss_cls_pseudo: 0.02991 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006161 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.9393 last_time: 1.4221 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 19:18:00] d2.utils.events INFO: eta: 8:30:20 iter: 57579 total_loss: 1.431 loss_cls: 0.004939 loss_box_reg: 0.01347 loss_rpn_cls: 0.0006057 loss_rpn_loc: 0.001131 loss_D_img_s: 0.6979 loss_cls_pseudo: 0.01368 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6918 time: 0.9394 last_time: 1.3984 data_time: 0.0077 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 19:18:26] d2.utils.events INFO: eta: 8:29:51 iter: 57599 total_loss: 1.435 loss_cls: 0.004228 loss_box_reg: 0.01267 loss_rpn_cls: 0.0004715 loss_rpn_loc: 0.001133 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.01976 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003857 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.9395 last_time: 1.2008 data_time: 0.0080 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 19:18:54] d2.utils.events INFO: eta: 8:29:35 iter: 57619 total_loss: 1.439 loss_cls: 0.005674 loss_box_reg: 0.01411 loss_rpn_cls: 0.0008312 loss_rpn_loc: 0.001151 loss_D_img_s: 0.6702 loss_cls_pseudo: 0.02551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002101 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7185 time: 0.9397 last_time: 1.3554 data_time: 0.0085 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:19:20] d2.utils.events INFO: eta: 8:29:04 iter: 57639 total_loss: 1.43 loss_cls: 0.004438 loss_box_reg: 0.02005 loss_rpn_cls: 0.0006781 loss_rpn_loc: 0.001352 loss_D_img_s: 0.6694 loss_cls_pseudo: 0.01277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7157 time: 0.9398 last_time: 1.3282 data_time: 0.0088 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 19:19:46] d2.utils.events INFO: eta: 8:28:46 iter: 57659 total_loss: 1.461 loss_cls: 0.003711 loss_box_reg: 0.01435 loss_rpn_cls: 0.0004656 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.03742 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007759 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.9399 last_time: 1.3931 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 19:20:14] d2.utils.events INFO: eta: 8:28:29 iter: 57679 total_loss: 1.429 loss_cls: 0.005755 loss_box_reg: 0.01356 loss_rpn_cls: 0.0006688 loss_rpn_loc: 0.001163 loss_D_img_s: 0.6986 loss_cls_pseudo: 0.02207 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002594 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6793 time: 0.9401 last_time: 1.5573 data_time: 0.0088 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 19:20:40] d2.utils.events INFO: eta: 8:27:59 iter: 57699 total_loss: 1.432 loss_cls: 0.004092 loss_box_reg: 0.01122 loss_rpn_cls: 0.0003955 loss_rpn_loc: 0.0007953 loss_D_img_s: 0.7189 loss_cls_pseudo: 0.01807 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6652 time: 0.9402 last_time: 1.1873 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:21:07] d2.utils.events INFO: eta: 8:27:42 iter: 57719 total_loss: 1.427 loss_cls: 0.003833 loss_box_reg: 0.01268 loss_rpn_cls: 0.0004076 loss_rpn_loc: 0.00107 loss_D_img_s: 0.713 loss_cls_pseudo: 0.02023 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003581 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6701 time: 0.9404 last_time: 1.2171 data_time: 0.0084 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 19:21:35] d2.utils.events INFO: eta: 8:27:11 iter: 57739 total_loss: 1.434 loss_cls: 0.003915 loss_box_reg: 0.01103 loss_rpn_cls: 0.0005649 loss_rpn_loc: 0.001224 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.01755 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004201 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6961 time: 0.9405 last_time: 1.2538 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:22:01] d2.utils.events INFO: eta: 8:26:48 iter: 57759 total_loss: 1.44 loss_cls: 0.005085 loss_box_reg: 0.01605 loss_rpn_cls: 0.0006148 loss_rpn_loc: 0.0009114 loss_D_img_s: 0.668 loss_cls_pseudo: 0.01896 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003868 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7123 time: 0.9407 last_time: 1.4702 data_time: 0.0080 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 19:22:28] d2.utils.events INFO: eta: 8:26:28 iter: 57779 total_loss: 1.434 loss_cls: 0.004997 loss_box_reg: 0.01216 loss_rpn_cls: 0.0008469 loss_rpn_loc: 0.0007884 loss_D_img_s: 0.6785 loss_cls_pseudo: 0.01892 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004871 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.711 time: 0.9408 last_time: 1.3684 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 19:22:55] d2.utils.events INFO: eta: 8:26:00 iter: 57799 total_loss: 1.44 loss_cls: 0.004922 loss_box_reg: 0.01524 loss_rpn_cls: 0.0006185 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.02598 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6964 time: 0.9409 last_time: 1.3744 data_time: 0.0085 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 19:23:22] d2.utils.events INFO: eta: 8:25:40 iter: 57819 total_loss: 1.44 loss_cls: 0.004589 loss_box_reg: 0.01496 loss_rpn_cls: 0.0006511 loss_rpn_loc: 0.001209 loss_D_img_s: 0.6798 loss_cls_pseudo: 0.02485 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005615 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7064 time: 0.9411 last_time: 1.3784 data_time: 0.0083 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 19:23:49] d2.utils.events INFO: eta: 8:25:11 iter: 57839 total_loss: 1.435 loss_cls: 0.004872 loss_box_reg: 0.0141 loss_rpn_cls: 0.000671 loss_rpn_loc: 0.0009556 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.01721 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001814 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7089 time: 0.9412 last_time: 1.2074 data_time: 0.0079 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 19:24:16] d2.utils.events INFO: eta: 8:24:48 iter: 57859 total_loss: 1.431 loss_cls: 0.004443 loss_box_reg: 0.01551 loss_rpn_cls: 0.000488 loss_rpn_loc: 0.001288 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01659 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001718 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 0.9414 last_time: 1.4093 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 19:24:43] d2.utils.events INFO: eta: 8:24:39 iter: 57879 total_loss: 1.436 loss_cls: 0.004682 loss_box_reg: 0.0133 loss_rpn_cls: 0.0004542 loss_rpn_loc: 0.001153 loss_D_img_s: 0.7185 loss_cls_pseudo: 0.02181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003787 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6674 time: 0.9415 last_time: 1.3970 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 19:25:10] d2.utils.events INFO: eta: 8:24:15 iter: 57899 total_loss: 1.431 loss_cls: 0.003725 loss_box_reg: 0.01456 loss_rpn_cls: 0.0004227 loss_rpn_loc: 0.0007979 loss_D_img_s: 0.7155 loss_cls_pseudo: 0.01185 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002609 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6719 time: 0.9416 last_time: 1.3583 data_time: 0.0082 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 19:25:36] d2.utils.events INFO: eta: 8:23:11 iter: 57919 total_loss: 1.454 loss_cls: 0.008029 loss_box_reg: 0.01582 loss_rpn_cls: 0.001308 loss_rpn_loc: 0.00111 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.02901 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006024 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7025 time: 0.9418 last_time: 1.3405 data_time: 0.0083 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:26:02] d2.utils.events INFO: eta: 8:21:57 iter: 57939 total_loss: 1.432 loss_cls: 0.004166 loss_box_reg: 0.01243 loss_rpn_cls: 0.0006591 loss_rpn_loc: 0.001298 loss_D_img_s: 0.6762 loss_cls_pseudo: 0.0121 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002177 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7108 time: 0.9419 last_time: 1.2347 data_time: 0.0080 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 19:26:28] d2.utils.events INFO: eta: 8:21:34 iter: 57959 total_loss: 1.434 loss_cls: 0.004033 loss_box_reg: 0.01329 loss_rpn_cls: 0.0004798 loss_rpn_loc: 0.0008633 loss_D_img_s: 0.685 loss_cls_pseudo: 0.01981 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002457 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 0.9420 last_time: 1.3433 data_time: 0.0075 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 19:26:54] d2.utils.events INFO: eta: 8:21:11 iter: 57979 total_loss: 1.437 loss_cls: 0.003746 loss_box_reg: 0.01526 loss_rpn_cls: 0.0005922 loss_rpn_loc: 0.001196 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.01753 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0027 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6975 time: 0.9421 last_time: 1.2001 data_time: 0.0077 last_data_time: 0.0053 lr: 0.01 max_mem: 12687M [03/23 19:27:21] d2.data.common INFO: Serializing the dataset using: [03/23 19:27:21] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 19:27:21] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 19:27:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 19:27:21] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 19:27:23] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0058 s/iter. Inference: 0.1252 s/iter. Eval: 0.0002 s/iter. Total: 0.1312 s/iter. ETA=0:00:52 [03/23 19:27:28] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0040 s/iter. Inference: 0.1050 s/iter. Eval: 0.0003 s/iter. Total: 0.1093 s/iter. ETA=0:00:38 [03/23 19:27:33] d2.evaluation.evaluator INFO: Inference done 105/410. Dataloading: 0.0036 s/iter. Inference: 0.1046 s/iter. Eval: 0.0003 s/iter. Total: 0.1086 s/iter. ETA=0:00:33 [03/23 19:27:38] d2.evaluation.evaluator INFO: Inference done 152/410. Dataloading: 0.0035 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1080 s/iter. ETA=0:00:27 [03/23 19:27:43] d2.evaluation.evaluator INFO: Inference done 201/410. Dataloading: 0.0033 s/iter. Inference: 0.1032 s/iter. Eval: 0.0003 s/iter. Total: 0.1068 s/iter. ETA=0:00:22 [03/23 19:27:48] d2.evaluation.evaluator INFO: Inference done 245/410. Dataloading: 0.0033 s/iter. Inference: 0.1046 s/iter. Eval: 0.0003 s/iter. Total: 0.1082 s/iter. ETA=0:00:17 [03/23 19:27:53] d2.evaluation.evaluator INFO: Inference done 294/410. Dataloading: 0.0033 s/iter. Inference: 0.1039 s/iter. Eval: 0.0003 s/iter. Total: 0.1075 s/iter. ETA=0:00:12 [03/23 19:27:58] d2.evaluation.evaluator INFO: Inference done 339/410. Dataloading: 0.0033 s/iter. Inference: 0.1044 s/iter. Eval: 0.0003 s/iter. Total: 0.1081 s/iter. ETA=0:00:07 [03/23 19:28:03] d2.evaluation.evaluator INFO: Inference done 387/410. Dataloading: 0.0033 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1079 s/iter. ETA=0:00:02 [03/23 19:28:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.558667 (0.107552 s / iter per device, on 1 devices) [03/23 19:28:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.103465 s / iter per device, on 1 devices) [03/23 19:28:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 19:28:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 19:28:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 19:28:06] d2.evaluation.testing INFO: copypaste: 1.1871,5.8529,0.0862 [03/23 19:28:06] d2.data.common INFO: Serializing the dataset using: [03/23 19:28:06] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 19:28:06] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 19:28:06] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 19:28:06] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 19:28:08] d2.evaluation.evaluator INFO: Inference done 17/410. Dataloading: 0.0026 s/iter. Inference: 0.0894 s/iter. Eval: 0.0002 s/iter. Total: 0.0922 s/iter. ETA=0:00:36 [03/23 19:28:13] d2.evaluation.evaluator INFO: Inference done 64/410. Dataloading: 0.0024 s/iter. Inference: 0.1017 s/iter. Eval: 0.0004 s/iter. Total: 0.1045 s/iter. ETA=0:00:36 [03/23 19:28:18] d2.evaluation.evaluator INFO: Inference done 111/410. Dataloading: 0.0022 s/iter. Inference: 0.1027 s/iter. Eval: 0.0004 s/iter. Total: 0.1053 s/iter. ETA=0:00:31 [03/23 19:28:24] d2.evaluation.evaluator INFO: Inference done 157/410. Dataloading: 0.0023 s/iter. Inference: 0.1041 s/iter. Eval: 0.0003 s/iter. Total: 0.1068 s/iter. ETA=0:00:27 [03/23 19:28:29] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0024 s/iter. Inference: 0.1053 s/iter. Eval: 0.0003 s/iter. Total: 0.1082 s/iter. ETA=0:00:22 [03/23 19:28:34] d2.evaluation.evaluator INFO: Inference done 250/410. Dataloading: 0.0026 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1075 s/iter. ETA=0:00:17 [03/23 19:28:39] d2.evaluation.evaluator INFO: Inference done 294/410. Dataloading: 0.0030 s/iter. Inference: 0.1052 s/iter. Eval: 0.0004 s/iter. Total: 0.1086 s/iter. ETA=0:00:12 [03/23 19:28:44] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0031 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:07 [03/23 19:28:49] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0034 s/iter. Inference: 0.1044 s/iter. Eval: 0.0003 s/iter. Total: 0.1081 s/iter. ETA=0:00:02 [03/23 19:28:51] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.661737 (0.107807 s / iter per device, on 1 devices) [03/23 19:28:51] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.103851 s / iter per device, on 1 devices) [03/23 19:28:51] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 19:28:51] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 19:28:51] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 19:28:51] d2.evaluation.testing INFO: copypaste: 1.2295,6.3661,0.1570 [03/23 19:28:51] d2.utils.events INFO: eta: 8:20:50 iter: 57999 total_loss: 1.433 loss_cls: 0.005522 loss_box_reg: 0.01526 loss_rpn_cls: 0.0004801 loss_rpn_loc: 0.001259 loss_D_img_s: 0.6876 loss_cls_pseudo: 0.01518 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9423 last_time: 1.3781 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 19:29:17] d2.utils.events INFO: eta: 8:20:20 iter: 58019 total_loss: 1.427 loss_cls: 0.005144 loss_box_reg: 0.0141 loss_rpn_cls: 0.001112 loss_rpn_loc: 0.001298 loss_D_img_s: 0.6958 loss_cls_pseudo: 0.01301 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001101 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.9424 last_time: 1.3538 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 19:29:44] d2.utils.events INFO: eta: 8:19:35 iter: 58039 total_loss: 1.416 loss_cls: 0.00454 loss_box_reg: 0.01477 loss_rpn_cls: 0.0003182 loss_rpn_loc: 0.001066 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01345 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00188 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.9425 last_time: 1.4292 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 19:30:11] d2.utils.events INFO: eta: 8:19:04 iter: 58059 total_loss: 1.437 loss_cls: 0.004967 loss_box_reg: 0.0164 loss_rpn_cls: 0.0005778 loss_rpn_loc: 0.0009811 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.01782 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002057 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.9427 last_time: 1.2117 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 19:30:37] d2.utils.events INFO: eta: 8:18:07 iter: 58079 total_loss: 1.442 loss_cls: 0.003954 loss_box_reg: 0.01074 loss_rpn_cls: 0.0008576 loss_rpn_loc: 0.0009043 loss_D_img_s: 0.7021 loss_cls_pseudo: 0.03103 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006728 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 0.9428 last_time: 1.4701 data_time: 0.0076 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/23 19:31:04] d2.utils.events INFO: eta: 8:17:31 iter: 58099 total_loss: 1.432 loss_cls: 0.004774 loss_box_reg: 0.01313 loss_rpn_cls: 0.0007217 loss_rpn_loc: 0.001157 loss_D_img_s: 0.7094 loss_cls_pseudo: 0.01199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001791 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 0.9429 last_time: 1.4285 data_time: 0.0094 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 19:31:31] d2.utils.events INFO: eta: 8:17:13 iter: 58119 total_loss: 1.442 loss_cls: 0.004311 loss_box_reg: 0.01395 loss_rpn_cls: 0.0004742 loss_rpn_loc: 0.001166 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.02286 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003389 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 0.9431 last_time: 1.1950 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 19:31:58] d2.utils.events INFO: eta: 8:16:43 iter: 58139 total_loss: 1.438 loss_cls: 0.00389 loss_box_reg: 0.009775 loss_rpn_cls: 0.000497 loss_rpn_loc: 0.00105 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.02603 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005421 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 0.9432 last_time: 1.5957 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 19:32:24] d2.utils.events INFO: eta: 8:16:04 iter: 58159 total_loss: 1.429 loss_cls: 0.004347 loss_box_reg: 0.01395 loss_rpn_cls: 0.000659 loss_rpn_loc: 0.0009592 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.01677 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003343 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9433 last_time: 1.3824 data_time: 0.0073 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 19:32:50] d2.utils.events INFO: eta: 8:15:07 iter: 58179 total_loss: 1.432 loss_cls: 0.006279 loss_box_reg: 0.01639 loss_rpn_cls: 0.001401 loss_rpn_loc: 0.001001 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.01938 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002561 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.9435 last_time: 1.1432 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 19:33:17] d2.utils.events INFO: eta: 8:14:49 iter: 58199 total_loss: 1.43 loss_cls: 0.004504 loss_box_reg: 0.01262 loss_rpn_cls: 0.0008323 loss_rpn_loc: 0.001044 loss_D_img_s: 0.6999 loss_cls_pseudo: 0.01607 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6844 time: 0.9436 last_time: 1.1961 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 19:33:44] d2.utils.events INFO: eta: 8:13:50 iter: 58219 total_loss: 1.435 loss_cls: 0.004514 loss_box_reg: 0.01446 loss_rpn_cls: 0.0006148 loss_rpn_loc: 0.001327 loss_D_img_s: 0.7033 loss_cls_pseudo: 0.02182 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004432 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.682 time: 0.9437 last_time: 1.3589 data_time: 0.0084 last_data_time: 0.0131 lr: 0.01 max_mem: 12687M [03/23 19:34:10] d2.utils.events INFO: eta: 8:12:42 iter: 58239 total_loss: 1.423 loss_cls: 0.00439 loss_box_reg: 0.01441 loss_rpn_cls: 0.0003054 loss_rpn_loc: 0.001014 loss_D_img_s: 0.7035 loss_cls_pseudo: 0.01706 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001817 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6756 time: 0.9439 last_time: 1.1826 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 19:34:38] d2.utils.events INFO: eta: 8:12:15 iter: 58259 total_loss: 1.432 loss_cls: 0.004194 loss_box_reg: 0.01253 loss_rpn_cls: 0.0003432 loss_rpn_loc: 0.001011 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.02145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005077 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.9440 last_time: 1.3508 data_time: 0.0072 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 19:35:04] d2.utils.events INFO: eta: 8:11:24 iter: 58279 total_loss: 1.431 loss_cls: 0.003004 loss_box_reg: 0.01214 loss_rpn_cls: 0.0004404 loss_rpn_loc: 0.0007846 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.01796 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00398 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.699 time: 0.9441 last_time: 1.3758 data_time: 0.0079 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 19:35:31] d2.utils.events INFO: eta: 8:11:21 iter: 58299 total_loss: 1.433 loss_cls: 0.005059 loss_box_reg: 0.01228 loss_rpn_cls: 0.0007033 loss_rpn_loc: 0.0009587 loss_D_img_s: 0.6671 loss_cls_pseudo: 0.01965 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003504 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7136 time: 0.9443 last_time: 1.2146 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:35:57] d2.utils.events INFO: eta: 8:11:34 iter: 58319 total_loss: 1.433 loss_cls: 0.004539 loss_box_reg: 0.01161 loss_rpn_cls: 0.0006213 loss_rpn_loc: 0.0007999 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01304 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002518 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.9444 last_time: 1.1734 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 19:36:24] d2.utils.events INFO: eta: 8:10:31 iter: 58339 total_loss: 1.445 loss_cls: 0.004642 loss_box_reg: 0.01415 loss_rpn_cls: 0.001073 loss_rpn_loc: 0.001232 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01362 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002892 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 0.9445 last_time: 1.1932 data_time: 0.0078 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 19:36:51] d2.utils.events INFO: eta: 8:10:04 iter: 58359 total_loss: 1.433 loss_cls: 0.004586 loss_box_reg: 0.01175 loss_rpn_cls: 0.0004754 loss_rpn_loc: 0.0009565 loss_D_img_s: 0.708 loss_cls_pseudo: 0.02324 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00409 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6795 time: 0.9447 last_time: 1.2601 data_time: 0.0082 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 19:37:17] d2.utils.events INFO: eta: 8:08:59 iter: 58379 total_loss: 1.442 loss_cls: 0.006 loss_box_reg: 0.01681 loss_rpn_cls: 0.000787 loss_rpn_loc: 0.001568 loss_D_img_s: 0.7177 loss_cls_pseudo: 0.01145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001823 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6672 time: 0.9448 last_time: 1.3669 data_time: 0.0090 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 19:37:44] d2.utils.events INFO: eta: 8:08:11 iter: 58399 total_loss: 1.422 loss_cls: 0.003565 loss_box_reg: 0.01259 loss_rpn_cls: 0.0009618 loss_rpn_loc: 0.00117 loss_D_img_s: 0.6843 loss_cls_pseudo: 0.01762 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00278 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 0.9449 last_time: 1.4225 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 19:38:11] d2.utils.events INFO: eta: 8:07:49 iter: 58419 total_loss: 1.415 loss_cls: 0.003127 loss_box_reg: 0.01162 loss_rpn_cls: 0.0003238 loss_rpn_loc: 0.0007913 loss_D_img_s: 0.6575 loss_cls_pseudo: 0.0164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003154 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7137 time: 0.9451 last_time: 1.3978 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 19:38:37] d2.utils.events INFO: eta: 8:07:07 iter: 58439 total_loss: 1.435 loss_cls: 0.003615 loss_box_reg: 0.01595 loss_rpn_cls: 0.0004007 loss_rpn_loc: 0.001182 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01714 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004173 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6942 time: 0.9452 last_time: 1.5865 data_time: 0.0079 last_data_time: 0.0142 lr: 0.01 max_mem: 12687M [03/23 19:39:15] d2.utils.events INFO: eta: 8:07:13 iter: 58459 total_loss: 1.438 loss_cls: 0.004174 loss_box_reg: 0.01241 loss_rpn_cls: 0.0004654 loss_rpn_loc: 0.0009057 loss_D_img_s: 0.697 loss_cls_pseudo: 0.02146 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004748 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.9455 last_time: 1.9583 data_time: 0.0081 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 19:39:43] d2.utils.events INFO: eta: 8:07:16 iter: 58479 total_loss: 1.435 loss_cls: 0.003771 loss_box_reg: 0.01367 loss_rpn_cls: 0.0005377 loss_rpn_loc: 0.0009971 loss_D_img_s: 0.7082 loss_cls_pseudo: 0.02561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003812 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.678 time: 0.9457 last_time: 1.3688 data_time: 0.0091 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 19:40:10] d2.utils.events INFO: eta: 8:06:49 iter: 58499 total_loss: 1.428 loss_cls: 0.003291 loss_box_reg: 0.01209 loss_rpn_cls: 0.0004482 loss_rpn_loc: 0.0008418 loss_D_img_s: 0.7003 loss_cls_pseudo: 0.02039 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005395 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 0.9458 last_time: 1.2294 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 19:40:36] d2.utils.events INFO: eta: 8:06:09 iter: 58519 total_loss: 1.448 loss_cls: 0.005146 loss_box_reg: 0.01333 loss_rpn_cls: 0.0006915 loss_rpn_loc: 0.001658 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.0326 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008541 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.9459 last_time: 1.1750 data_time: 0.0084 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 19:41:03] d2.utils.events INFO: eta: 8:05:31 iter: 58539 total_loss: 1.453 loss_cls: 0.006321 loss_box_reg: 0.0167 loss_rpn_cls: 0.001474 loss_rpn_loc: 0.001198 loss_D_img_s: 0.7006 loss_cls_pseudo: 0.02582 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00829 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9461 last_time: 1.4943 data_time: 0.0079 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 19:41:30] d2.utils.events INFO: eta: 8:04:53 iter: 58559 total_loss: 1.437 loss_cls: 0.004009 loss_box_reg: 0.01451 loss_rpn_cls: 0.0007167 loss_rpn_loc: 0.0008329 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01884 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 0.9462 last_time: 1.4226 data_time: 0.0078 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 19:41:57] d2.utils.events INFO: eta: 8:04:18 iter: 58579 total_loss: 1.431 loss_cls: 0.003226 loss_box_reg: 0.01236 loss_rpn_cls: 0.0005756 loss_rpn_loc: 0.0009253 loss_D_img_s: 0.6892 loss_cls_pseudo: 0.01603 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004231 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6962 time: 0.9463 last_time: 1.4135 data_time: 0.0075 last_data_time: 0.0125 lr: 0.01 max_mem: 12687M [03/23 19:42:23] d2.utils.events INFO: eta: 8:03:51 iter: 58599 total_loss: 1.439 loss_cls: 0.00417 loss_box_reg: 0.01325 loss_rpn_cls: 0.0006081 loss_rpn_loc: 0.001257 loss_D_img_s: 0.6907 loss_cls_pseudo: 0.02334 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003336 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 0.9465 last_time: 1.4108 data_time: 0.0090 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 19:42:50] d2.utils.events INFO: eta: 8:02:51 iter: 58619 total_loss: 1.426 loss_cls: 0.004078 loss_box_reg: 0.01159 loss_rpn_cls: 0.0005081 loss_rpn_loc: 0.0009647 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.01383 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002249 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.9466 last_time: 1.1808 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 19:43:15] d2.utils.events INFO: eta: 8:02:10 iter: 58639 total_loss: 1.434 loss_cls: 0.003945 loss_box_reg: 0.01354 loss_rpn_cls: 0.0005689 loss_rpn_loc: 0.001085 loss_D_img_s: 0.7022 loss_cls_pseudo: 0.01445 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003503 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.9467 last_time: 1.3536 data_time: 0.0084 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 19:43:43] d2.utils.events INFO: eta: 8:01:47 iter: 58659 total_loss: 1.433 loss_cls: 0.004835 loss_box_reg: 0.01277 loss_rpn_cls: 0.0008747 loss_rpn_loc: 0.001213 loss_D_img_s: 0.7059 loss_cls_pseudo: 0.01215 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001792 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.9469 last_time: 1.3953 data_time: 0.0090 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 19:44:09] d2.utils.events INFO: eta: 8:01:00 iter: 58679 total_loss: 1.425 loss_cls: 0.003975 loss_box_reg: 0.01195 loss_rpn_cls: 0.0006272 loss_rpn_loc: 0.0009765 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.01465 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003133 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7017 time: 0.9470 last_time: 1.2243 data_time: 0.0082 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 19:44:36] d2.utils.events INFO: eta: 8:00:33 iter: 58699 total_loss: 1.425 loss_cls: 0.00544 loss_box_reg: 0.01779 loss_rpn_cls: 0.0006782 loss_rpn_loc: 0.0007766 loss_D_img_s: 0.6724 loss_cls_pseudo: 0.01494 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001831 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7114 time: 0.9471 last_time: 1.1841 data_time: 0.0081 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 19:45:03] d2.utils.events INFO: eta: 7:59:56 iter: 58719 total_loss: 1.434 loss_cls: 0.005939 loss_box_reg: 0.01435 loss_rpn_cls: 0.0006952 loss_rpn_loc: 0.0009252 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.01291 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003344 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6987 time: 0.9473 last_time: 1.5649 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:45:28] d2.utils.events INFO: eta: 7:59:28 iter: 58739 total_loss: 1.441 loss_cls: 0.003958 loss_box_reg: 0.01162 loss_rpn_cls: 0.0006364 loss_rpn_loc: 0.001262 loss_D_img_s: 0.7157 loss_cls_pseudo: 0.03308 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00292 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6671 time: 0.9474 last_time: 1.1748 data_time: 0.0085 last_data_time: 0.0135 lr: 0.01 max_mem: 12687M [03/23 19:45:55] d2.utils.events INFO: eta: 7:59:01 iter: 58759 total_loss: 1.431 loss_cls: 0.004497 loss_box_reg: 0.01651 loss_rpn_cls: 0.0007379 loss_rpn_loc: 0.001054 loss_D_img_s: 0.7225 loss_cls_pseudo: 0.01611 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001941 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6664 time: 0.9475 last_time: 1.3626 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 19:46:22] d2.utils.events INFO: eta: 7:58:34 iter: 58779 total_loss: 1.434 loss_cls: 0.004564 loss_box_reg: 0.01574 loss_rpn_cls: 0.0007058 loss_rpn_loc: 0.001053 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.01861 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00308 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.9476 last_time: 1.3313 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 19:46:49] d2.utils.events INFO: eta: 7:58:07 iter: 58799 total_loss: 1.447 loss_cls: 0.004534 loss_box_reg: 0.01219 loss_rpn_cls: 0.0005194 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6715 loss_cls_pseudo: 0.02371 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004778 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7129 time: 0.9478 last_time: 1.1667 data_time: 0.0084 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 19:47:15] d2.utils.events INFO: eta: 7:57:31 iter: 58819 total_loss: 1.433 loss_cls: 0.00377 loss_box_reg: 0.01277 loss_rpn_cls: 0.0005451 loss_rpn_loc: 0.001005 loss_D_img_s: 0.6734 loss_cls_pseudo: 0.02116 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004691 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 0.9479 last_time: 1.3387 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 19:47:42] d2.utils.events INFO: eta: 7:56:45 iter: 58839 total_loss: 1.441 loss_cls: 0.00384 loss_box_reg: 0.01431 loss_rpn_cls: 0.0008846 loss_rpn_loc: 0.001045 loss_D_img_s: 0.693 loss_cls_pseudo: 0.02277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002875 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.9480 last_time: 1.2016 data_time: 0.0072 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:48:08] d2.utils.events INFO: eta: 7:56:12 iter: 58859 total_loss: 1.427 loss_cls: 0.006128 loss_box_reg: 0.01601 loss_rpn_cls: 0.0005239 loss_rpn_loc: 0.0009933 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01344 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 0.9482 last_time: 1.2174 data_time: 0.0086 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 19:48:34] d2.utils.events INFO: eta: 7:55:28 iter: 58879 total_loss: 1.426 loss_cls: 0.004067 loss_box_reg: 0.01241 loss_rpn_cls: 0.0003363 loss_rpn_loc: 0.0007908 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.01852 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 0.9483 last_time: 1.1797 data_time: 0.0081 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 19:49:01] d2.utils.events INFO: eta: 7:54:55 iter: 58899 total_loss: 1.421 loss_cls: 0.005464 loss_box_reg: 0.01283 loss_rpn_cls: 0.000655 loss_rpn_loc: 0.0008771 loss_D_img_s: 0.7041 loss_cls_pseudo: 0.02255 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005088 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6768 time: 0.9484 last_time: 1.1826 data_time: 0.0075 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:49:27] d2.utils.events INFO: eta: 7:54:36 iter: 58919 total_loss: 1.442 loss_cls: 0.003645 loss_box_reg: 0.01556 loss_rpn_cls: 0.0002496 loss_rpn_loc: 0.001628 loss_D_img_s: 0.6939 loss_cls_pseudo: 0.0276 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003917 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9485 last_time: 1.1918 data_time: 0.0076 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 19:49:53] d2.utils.events INFO: eta: 7:54:35 iter: 58939 total_loss: 1.44 loss_cls: 0.005832 loss_box_reg: 0.01551 loss_rpn_cls: 0.0008113 loss_rpn_loc: 0.0009429 loss_D_img_s: 0.6773 loss_cls_pseudo: 0.02368 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00444 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 0.9486 last_time: 1.3960 data_time: 0.0082 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 19:50:21] d2.utils.events INFO: eta: 7:54:20 iter: 58959 total_loss: 1.422 loss_cls: 0.003194 loss_box_reg: 0.01031 loss_rpn_cls: 0.0003228 loss_rpn_loc: 0.000866 loss_D_img_s: 0.6661 loss_cls_pseudo: 0.01427 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7212 time: 0.9488 last_time: 1.2140 data_time: 0.0081 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 19:50:48] d2.utils.events INFO: eta: 7:53:59 iter: 58979 total_loss: 1.436 loss_cls: 0.003929 loss_box_reg: 0.01535 loss_rpn_cls: 0.0005469 loss_rpn_loc: 0.001196 loss_D_img_s: 0.6819 loss_cls_pseudo: 0.01967 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004413 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7053 time: 0.9489 last_time: 1.3432 data_time: 0.0083 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 19:51:13] d2.data.common INFO: Serializing the dataset using: [03/23 19:51:13] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 19:51:13] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 19:51:13] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 19:51:13] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 19:51:15] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0028 s/iter. Inference: 0.1181 s/iter. Eval: 0.0002 s/iter. Total: 0.1211 s/iter. ETA=0:00:48 [03/23 19:51:20] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0026 s/iter. Inference: 0.1063 s/iter. Eval: 0.0002 s/iter. Total: 0.1092 s/iter. ETA=0:00:38 [03/23 19:51:25] d2.evaluation.evaluator INFO: Inference done 108/410. Dataloading: 0.0026 s/iter. Inference: 0.1024 s/iter. Eval: 0.0002 s/iter. Total: 0.1052 s/iter. ETA=0:00:31 [03/23 19:51:30] d2.evaluation.evaluator INFO: Inference done 154/410. Dataloading: 0.0034 s/iter. Inference: 0.1027 s/iter. Eval: 0.0002 s/iter. Total: 0.1063 s/iter. ETA=0:00:27 [03/23 19:51:35] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0034 s/iter. Inference: 0.1020 s/iter. Eval: 0.0002 s/iter. Total: 0.1057 s/iter. ETA=0:00:21 [03/23 19:51:41] d2.evaluation.evaluator INFO: Inference done 253/410. Dataloading: 0.0037 s/iter. Inference: 0.1007 s/iter. Eval: 0.0002 s/iter. Total: 0.1047 s/iter. ETA=0:00:16 [03/23 19:51:46] d2.evaluation.evaluator INFO: Inference done 301/410. Dataloading: 0.0038 s/iter. Inference: 0.1008 s/iter. Eval: 0.0002 s/iter. Total: 0.1048 s/iter. ETA=0:00:11 [03/23 19:51:51] d2.evaluation.evaluator INFO: Inference done 349/410. Dataloading: 0.0036 s/iter. Inference: 0.1010 s/iter. Eval: 0.0002 s/iter. Total: 0.1048 s/iter. ETA=0:00:06 [03/23 19:51:56] d2.evaluation.evaluator INFO: Inference done 396/410. Dataloading: 0.0036 s/iter. Inference: 0.1013 s/iter. Eval: 0.0002 s/iter. Total: 0.1052 s/iter. ETA=0:00:01 [03/23 19:51:57] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.452709 (0.104822 s / iter per device, on 1 devices) [03/23 19:51:57] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100798 s / iter per device, on 1 devices) [03/23 19:51:57] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 19:51:57] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 19:51:57] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 19:51:57] d2.evaluation.testing INFO: copypaste: 1.1723,6.3335,0.0845 [03/23 19:51:57] d2.data.common INFO: Serializing the dataset using: [03/23 19:51:57] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 19:51:57] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 19:51:57] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 19:51:57] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 19:52:01] d2.evaluation.evaluator INFO: Inference done 28/410. Dataloading: 0.0139 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.1085 s/iter. ETA=0:00:41 [03/23 19:52:06] d2.evaluation.evaluator INFO: Inference done 78/410. Dataloading: 0.0070 s/iter. Inference: 0.0964 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:34 [03/23 19:52:11] d2.evaluation.evaluator INFO: Inference done 124/410. Dataloading: 0.0054 s/iter. Inference: 0.1002 s/iter. Eval: 0.0003 s/iter. Total: 0.1059 s/iter. ETA=0:00:30 [03/23 19:52:16] d2.evaluation.evaluator INFO: Inference done 174/410. Dataloading: 0.0046 s/iter. Inference: 0.0998 s/iter. Eval: 0.0003 s/iter. Total: 0.1048 s/iter. ETA=0:00:24 [03/23 19:52:21] d2.evaluation.evaluator INFO: Inference done 222/410. Dataloading: 0.0042 s/iter. Inference: 0.1003 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:19 [03/23 19:52:26] d2.evaluation.evaluator INFO: Inference done 268/410. Dataloading: 0.0044 s/iter. Inference: 0.1010 s/iter. Eval: 0.0003 s/iter. Total: 0.1058 s/iter. ETA=0:00:15 [03/23 19:52:31] d2.evaluation.evaluator INFO: Inference done 316/410. Dataloading: 0.0042 s/iter. Inference: 0.1010 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:09 [03/23 19:52:36] d2.evaluation.evaluator INFO: Inference done 365/410. Dataloading: 0.0040 s/iter. Inference: 0.1007 s/iter. Eval: 0.0003 s/iter. Total: 0.1051 s/iter. ETA=0:00:04 [03/23 19:52:41] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.358041 (0.104588 s / iter per device, on 1 devices) [03/23 19:52:41] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100124 s / iter per device, on 1 devices) [03/23 19:52:41] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 19:52:41] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 19:52:41] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 19:52:41] d2.evaluation.testing INFO: copypaste: 0.8804,3.8170,0.0033 [03/23 19:52:41] d2.utils.events INFO: eta: 7:53:03 iter: 58999 total_loss: 1.428 loss_cls: 0.004824 loss_box_reg: 0.01229 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.0008475 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.01696 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002782 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.9490 last_time: 1.6189 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 19:53:07] d2.utils.events INFO: eta: 7:52:36 iter: 59019 total_loss: 1.438 loss_cls: 0.004522 loss_box_reg: 0.01177 loss_rpn_cls: 0.0003917 loss_rpn_loc: 0.001354 loss_D_img_s: 0.7006 loss_cls_pseudo: 0.0238 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 0.9492 last_time: 1.4197 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 19:53:33] d2.utils.events INFO: eta: 7:51:54 iter: 59039 total_loss: 1.449 loss_cls: 0.005507 loss_box_reg: 0.01452 loss_rpn_cls: 0.0005956 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.02835 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005592 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.9493 last_time: 1.1699 data_time: 0.0081 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 19:54:00] d2.utils.events INFO: eta: 7:51:32 iter: 59059 total_loss: 1.436 loss_cls: 0.004886 loss_box_reg: 0.01551 loss_rpn_cls: 0.0004045 loss_rpn_loc: 0.001098 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.02181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002281 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.9494 last_time: 1.3565 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 19:54:26] d2.utils.events INFO: eta: 7:51:05 iter: 59079 total_loss: 1.427 loss_cls: 0.004581 loss_box_reg: 0.01247 loss_rpn_cls: 0.0005482 loss_rpn_loc: 0.0009577 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01401 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003747 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.9495 last_time: 1.3616 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 19:54:53] d2.utils.events INFO: eta: 7:50:28 iter: 59099 total_loss: 1.447 loss_cls: 0.006569 loss_box_reg: 0.01862 loss_rpn_cls: 0.0007221 loss_rpn_loc: 0.0009794 loss_D_img_s: 0.695 loss_cls_pseudo: 0.02906 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006136 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.9497 last_time: 1.3430 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 19:55:20] d2.utils.events INFO: eta: 7:50:04 iter: 59119 total_loss: 1.427 loss_cls: 0.006369 loss_box_reg: 0.01087 loss_rpn_cls: 0.0006508 loss_rpn_loc: 0.0008429 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.0203 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003559 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6926 time: 0.9498 last_time: 1.2810 data_time: 0.0078 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 19:55:47] d2.utils.events INFO: eta: 7:49:28 iter: 59139 total_loss: 1.433 loss_cls: 0.003891 loss_box_reg: 0.01235 loss_rpn_cls: 0.00101 loss_rpn_loc: 0.0009466 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.01578 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001714 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.9499 last_time: 1.5551 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 19:56:12] d2.utils.events INFO: eta: 7:48:05 iter: 59159 total_loss: 1.436 loss_cls: 0.006196 loss_box_reg: 0.01537 loss_rpn_cls: 0.0004781 loss_rpn_loc: 0.0009435 loss_D_img_s: 0.698 loss_cls_pseudo: 0.01455 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002356 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.9500 last_time: 1.3604 data_time: 0.0078 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 19:56:37] d2.utils.events INFO: eta: 7:47:08 iter: 59179 total_loss: 1.43 loss_cls: 0.006668 loss_box_reg: 0.01449 loss_rpn_cls: 0.001408 loss_rpn_loc: 0.0009836 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01675 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0031 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.9501 last_time: 1.1605 data_time: 0.0079 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 19:57:04] d2.utils.events INFO: eta: 7:46:41 iter: 59199 total_loss: 1.42 loss_cls: 0.004808 loss_box_reg: 0.01133 loss_rpn_cls: 0.001035 loss_rpn_loc: 0.001369 loss_D_img_s: 0.6861 loss_cls_pseudo: 0.0143 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002271 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.9503 last_time: 1.5271 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 19:57:30] d2.utils.events INFO: eta: 7:46:04 iter: 59219 total_loss: 1.442 loss_cls: 0.00348 loss_box_reg: 0.01035 loss_rpn_cls: 0.0003216 loss_rpn_loc: 0.0008947 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.0316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004765 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 0.9504 last_time: 1.3484 data_time: 0.0089 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 19:57:57] d2.utils.events INFO: eta: 7:45:47 iter: 59239 total_loss: 1.431 loss_cls: 0.004011 loss_box_reg: 0.0141 loss_rpn_cls: 0.0005179 loss_rpn_loc: 0.0008623 loss_D_img_s: 0.694 loss_cls_pseudo: 0.01571 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002814 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.9505 last_time: 1.3355 data_time: 0.0084 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 19:58:23] d2.utils.events INFO: eta: 7:45:03 iter: 59259 total_loss: 1.443 loss_cls: 0.004956 loss_box_reg: 0.01431 loss_rpn_cls: 0.0007406 loss_rpn_loc: 0.001121 loss_D_img_s: 0.6779 loss_cls_pseudo: 0.02282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002674 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.704 time: 0.9506 last_time: 1.3434 data_time: 0.0086 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 19:58:49] d2.utils.events INFO: eta: 7:44:34 iter: 59279 total_loss: 1.435 loss_cls: 0.004726 loss_box_reg: 0.01405 loss_rpn_cls: 0.0005396 loss_rpn_loc: 0.001054 loss_D_img_s: 0.67 loss_cls_pseudo: 0.01866 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002953 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7112 time: 0.9508 last_time: 1.1841 data_time: 0.0083 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 19:59:15] d2.utils.events INFO: eta: 7:44:12 iter: 59299 total_loss: 1.427 loss_cls: 0.005703 loss_box_reg: 0.01337 loss_rpn_cls: 0.0006838 loss_rpn_loc: 0.0009915 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.01546 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001451 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6894 time: 0.9509 last_time: 1.2018 data_time: 0.0076 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 19:59:41] d2.utils.events INFO: eta: 7:43:41 iter: 59319 total_loss: 1.456 loss_cls: 0.006385 loss_box_reg: 0.01997 loss_rpn_cls: 0.0007958 loss_rpn_loc: 0.001082 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.02533 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008311 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 0.9510 last_time: 1.1852 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 20:00:08] d2.utils.events INFO: eta: 7:43:15 iter: 59339 total_loss: 1.44 loss_cls: 0.003384 loss_box_reg: 0.01478 loss_rpn_cls: 0.0006865 loss_rpn_loc: 0.001095 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.02418 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004835 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9511 last_time: 1.3455 data_time: 0.0080 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 20:00:34] d2.utils.events INFO: eta: 7:42:46 iter: 59359 total_loss: 1.433 loss_cls: 0.004499 loss_box_reg: 0.01458 loss_rpn_cls: 0.0005036 loss_rpn_loc: 0.001219 loss_D_img_s: 0.6991 loss_cls_pseudo: 0.01871 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002849 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 0.9513 last_time: 1.3991 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 20:01:01] d2.utils.events INFO: eta: 7:42:10 iter: 59379 total_loss: 1.429 loss_cls: 0.006024 loss_box_reg: 0.01397 loss_rpn_cls: 0.0008128 loss_rpn_loc: 0.0009713 loss_D_img_s: 0.698 loss_cls_pseudo: 0.02134 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003137 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 0.9514 last_time: 1.2184 data_time: 0.0081 last_data_time: 0.0161 lr: 0.01 max_mem: 12687M [03/23 20:01:27] d2.utils.events INFO: eta: 7:41:30 iter: 59399 total_loss: 1.43 loss_cls: 0.005696 loss_box_reg: 0.01286 loss_rpn_cls: 0.00094 loss_rpn_loc: 0.001353 loss_D_img_s: 0.6778 loss_cls_pseudo: 0.01914 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003052 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7029 time: 0.9515 last_time: 1.2991 data_time: 0.0087 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/23 20:01:53] d2.utils.events INFO: eta: 7:40:50 iter: 59419 total_loss: 1.431 loss_cls: 0.003418 loss_box_reg: 0.01044 loss_rpn_cls: 0.0002373 loss_rpn_loc: 0.0008485 loss_D_img_s: 0.6858 loss_cls_pseudo: 0.02509 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003988 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 0.9516 last_time: 1.5815 data_time: 0.0076 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/23 20:02:19] d2.utils.events INFO: eta: 7:40:28 iter: 59439 total_loss: 1.444 loss_cls: 0.006708 loss_box_reg: 0.01311 loss_rpn_cls: 0.0008183 loss_rpn_loc: 0.001055 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.01367 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002564 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 0.9517 last_time: 1.1957 data_time: 0.0076 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 20:02:46] d2.utils.events INFO: eta: 7:39:36 iter: 59459 total_loss: 1.44 loss_cls: 0.004368 loss_box_reg: 0.01658 loss_rpn_cls: 0.0009286 loss_rpn_loc: 0.000974 loss_D_img_s: 0.7032 loss_cls_pseudo: 0.01894 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005755 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 0.9519 last_time: 1.3996 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 20:03:13] d2.utils.events INFO: eta: 7:39:00 iter: 59479 total_loss: 1.424 loss_cls: 0.004394 loss_box_reg: 0.01308 loss_rpn_cls: 0.0006508 loss_rpn_loc: 0.001002 loss_D_img_s: 0.7112 loss_cls_pseudo: 0.01748 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002272 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6679 time: 0.9520 last_time: 1.1373 data_time: 0.0080 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 20:03:40] d2.utils.events INFO: eta: 7:38:38 iter: 59499 total_loss: 1.438 loss_cls: 0.006933 loss_box_reg: 0.01632 loss_rpn_cls: 0.001244 loss_rpn_loc: 0.001183 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.02441 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004072 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 0.9521 last_time: 1.3810 data_time: 0.0087 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 20:04:07] d2.utils.events INFO: eta: 7:38:06 iter: 59519 total_loss: 1.426 loss_cls: 0.004424 loss_box_reg: 0.01103 loss_rpn_cls: 0.0003739 loss_rpn_loc: 0.001252 loss_D_img_s: 0.6967 loss_cls_pseudo: 0.02763 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003659 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6763 time: 0.9523 last_time: 1.3292 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 20:04:33] d2.utils.events INFO: eta: 7:37:39 iter: 59539 total_loss: 1.428 loss_cls: 0.005704 loss_box_reg: 0.01482 loss_rpn_cls: 0.001095 loss_rpn_loc: 0.00119 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.01817 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002114 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 0.9524 last_time: 1.4557 data_time: 0.0081 last_data_time: 0.0128 lr: 0.01 max_mem: 12687M [03/23 20:05:00] d2.utils.events INFO: eta: 7:36:55 iter: 59559 total_loss: 1.43 loss_cls: 0.003344 loss_box_reg: 0.01179 loss_rpn_cls: 0.000694 loss_rpn_loc: 0.001122 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.01606 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001889 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6987 time: 0.9525 last_time: 1.2924 data_time: 0.0074 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 20:05:26] d2.utils.events INFO: eta: 7:36:10 iter: 59579 total_loss: 1.447 loss_cls: 0.003792 loss_box_reg: 0.01217 loss_rpn_cls: 0.0003438 loss_rpn_loc: 0.001138 loss_D_img_s: 0.6698 loss_cls_pseudo: 0.01879 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005125 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7193 time: 0.9526 last_time: 1.5310 data_time: 0.0089 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 20:05:53] d2.utils.events INFO: eta: 7:35:49 iter: 59599 total_loss: 1.437 loss_cls: 0.005505 loss_box_reg: 0.01516 loss_rpn_cls: 0.0008823 loss_rpn_loc: 0.00126 loss_D_img_s: 0.6713 loss_cls_pseudo: 0.02075 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7148 time: 0.9528 last_time: 1.4106 data_time: 0.0079 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 20:06:20] d2.utils.events INFO: eta: 7:35:21 iter: 59619 total_loss: 1.446 loss_cls: 0.005142 loss_box_reg: 0.01536 loss_rpn_cls: 0.0005921 loss_rpn_loc: 0.0009291 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.02287 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00501 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 0.9529 last_time: 1.3605 data_time: 0.0075 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 20:06:46] d2.utils.events INFO: eta: 7:34:56 iter: 59639 total_loss: 1.44 loss_cls: 0.004374 loss_box_reg: 0.01382 loss_rpn_cls: 0.0007247 loss_rpn_loc: 0.001241 loss_D_img_s: 0.7132 loss_cls_pseudo: 0.02829 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004663 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6713 time: 0.9530 last_time: 1.3058 data_time: 0.0077 last_data_time: 0.0055 lr: 0.01 max_mem: 12687M [03/23 20:07:12] d2.utils.events INFO: eta: 7:34:46 iter: 59659 total_loss: 1.427 loss_cls: 0.006466 loss_box_reg: 0.0143 loss_rpn_cls: 0.000716 loss_rpn_loc: 0.0009726 loss_D_img_s: 0.7055 loss_cls_pseudo: 0.02185 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004018 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6701 time: 0.9531 last_time: 1.3544 data_time: 0.0076 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 20:07:39] d2.utils.events INFO: eta: 7:34:19 iter: 59679 total_loss: 1.433 loss_cls: 0.00606 loss_box_reg: 0.01918 loss_rpn_cls: 0.001064 loss_rpn_loc: 0.001156 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01801 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003617 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.682 time: 0.9533 last_time: 1.3677 data_time: 0.0083 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 20:08:06] d2.utils.events INFO: eta: 7:34:05 iter: 59699 total_loss: 1.42 loss_cls: 0.004695 loss_box_reg: 0.01143 loss_rpn_cls: 0.0008148 loss_rpn_loc: 0.0008225 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.0186 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002423 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 0.9534 last_time: 1.1768 data_time: 0.0090 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 20:08:34] d2.utils.events INFO: eta: 7:33:42 iter: 59719 total_loss: 1.425 loss_cls: 0.00407 loss_box_reg: 0.01163 loss_rpn_cls: 0.0005806 loss_rpn_loc: 0.0008068 loss_D_img_s: 0.682 loss_cls_pseudo: 0.02014 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004018 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9535 last_time: 1.2859 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 20:09:01] d2.utils.events INFO: eta: 7:33:35 iter: 59739 total_loss: 1.418 loss_cls: 0.005525 loss_box_reg: 0.0127 loss_rpn_cls: 0.0004419 loss_rpn_loc: 0.0009788 loss_D_img_s: 0.6704 loss_cls_pseudo: 0.01472 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00251 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7083 time: 0.9537 last_time: 1.3605 data_time: 0.0084 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 20:09:28] d2.utils.events INFO: eta: 7:33:11 iter: 59759 total_loss: 1.435 loss_cls: 0.006007 loss_box_reg: 0.01238 loss_rpn_cls: 0.0007093 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.01468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002017 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 0.9538 last_time: 1.5805 data_time: 0.0095 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 20:09:54] d2.utils.events INFO: eta: 7:32:41 iter: 59779 total_loss: 1.438 loss_cls: 0.003286 loss_box_reg: 0.01252 loss_rpn_cls: 0.000471 loss_rpn_loc: 0.000925 loss_D_img_s: 0.7176 loss_cls_pseudo: 0.01682 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002917 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6731 time: 0.9539 last_time: 1.3756 data_time: 0.0078 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 20:10:21] d2.utils.events INFO: eta: 7:32:14 iter: 59799 total_loss: 1.435 loss_cls: 0.00325 loss_box_reg: 0.01211 loss_rpn_cls: 0.0005205 loss_rpn_loc: 0.0009199 loss_D_img_s: 0.721 loss_cls_pseudo: 0.02502 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003558 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6703 time: 0.9541 last_time: 1.1896 data_time: 0.0079 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 20:10:47] d2.utils.events INFO: eta: 7:31:50 iter: 59819 total_loss: 1.44 loss_cls: 0.003997 loss_box_reg: 0.01374 loss_rpn_cls: 0.0004944 loss_rpn_loc: 0.001048 loss_D_img_s: 0.6993 loss_cls_pseudo: 0.02595 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004732 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.9542 last_time: 1.2025 data_time: 0.0084 last_data_time: 0.0120 lr: 0.01 max_mem: 12687M [03/23 20:11:13] d2.utils.events INFO: eta: 7:31:56 iter: 59839 total_loss: 1.428 loss_cls: 0.003972 loss_box_reg: 0.01225 loss_rpn_cls: 0.0006641 loss_rpn_loc: 0.0006972 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.01531 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00189 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7124 time: 0.9543 last_time: 1.2008 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 20:11:39] d2.utils.events INFO: eta: 7:31:02 iter: 59859 total_loss: 1.427 loss_cls: 0.003722 loss_box_reg: 0.01339 loss_rpn_cls: 0.000698 loss_rpn_loc: 0.0008944 loss_D_img_s: 0.6719 loss_cls_pseudo: 0.02244 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003092 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7076 time: 0.9544 last_time: 1.2303 data_time: 0.0078 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 20:12:06] d2.utils.events INFO: eta: 7:30:54 iter: 59879 total_loss: 1.457 loss_cls: 0.003606 loss_box_reg: 0.01385 loss_rpn_cls: 0.0003469 loss_rpn_loc: 0.0007938 loss_D_img_s: 0.6925 loss_cls_pseudo: 0.02445 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007077 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.704 time: 0.9545 last_time: 1.4301 data_time: 0.0074 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 20:12:32] d2.utils.events INFO: eta: 7:30:37 iter: 59899 total_loss: 1.426 loss_cls: 0.003128 loss_box_reg: 0.01299 loss_rpn_cls: 0.000435 loss_rpn_loc: 0.0009647 loss_D_img_s: 0.6815 loss_cls_pseudo: 0.01835 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002361 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7005 time: 0.9547 last_time: 1.2076 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 20:12:58] d2.utils.events INFO: eta: 7:29:35 iter: 59919 total_loss: 1.414 loss_cls: 0.004408 loss_box_reg: 0.01513 loss_rpn_cls: 0.0005127 loss_rpn_loc: 0.001086 loss_D_img_s: 0.697 loss_cls_pseudo: 0.01957 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002505 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6699 time: 0.9548 last_time: 1.1779 data_time: 0.0079 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 20:13:24] d2.utils.events INFO: eta: 7:29:06 iter: 59939 total_loss: 1.424 loss_cls: 0.005236 loss_box_reg: 0.01431 loss_rpn_cls: 0.0006481 loss_rpn_loc: 0.00131 loss_D_img_s: 0.701 loss_cls_pseudo: 0.02213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003029 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.67 time: 0.9549 last_time: 1.3977 data_time: 0.0080 last_data_time: 0.0147 lr: 0.01 max_mem: 12687M [03/23 20:13:51] d2.utils.events INFO: eta: 7:28:41 iter: 59959 total_loss: 1.421 loss_cls: 0.003654 loss_box_reg: 0.01198 loss_rpn_cls: 0.0009763 loss_rpn_loc: 0.001253 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.0213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003553 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 0.9550 last_time: 1.3514 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 20:14:18] d2.utils.events INFO: eta: 7:28:10 iter: 59979 total_loss: 1.457 loss_cls: 0.004838 loss_box_reg: 0.01709 loss_rpn_cls: 0.00046 loss_rpn_loc: 0.001025 loss_D_img_s: 0.6721 loss_cls_pseudo: 0.03125 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008472 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.709 time: 0.9551 last_time: 1.3660 data_time: 0.0078 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 20:14:44] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0059999.pth [03/23 20:14:45] d2.data.common INFO: Serializing the dataset using: [03/23 20:14:45] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 20:14:45] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 20:14:45] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 20:14:45] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 20:14:47] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0010 s/iter. Inference: 0.1049 s/iter. Eval: 0.0002 s/iter. Total: 0.1061 s/iter. ETA=0:00:42 [03/23 20:14:52] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0047 s/iter. Inference: 0.1091 s/iter. Eval: 0.0002 s/iter. Total: 0.1142 s/iter. ETA=0:00:40 [03/23 20:14:57] d2.evaluation.evaluator INFO: Inference done 99/410. Dataloading: 0.0048 s/iter. Inference: 0.1088 s/iter. Eval: 0.0005 s/iter. Total: 0.1142 s/iter. ETA=0:00:35 [03/23 20:15:02] d2.evaluation.evaluator INFO: Inference done 142/410. Dataloading: 0.0053 s/iter. Inference: 0.1092 s/iter. Eval: 0.0004 s/iter. Total: 0.1150 s/iter. ETA=0:00:30 [03/23 20:15:07] d2.evaluation.evaluator INFO: Inference done 188/410. Dataloading: 0.0054 s/iter. Inference: 0.1078 s/iter. Eval: 0.0003 s/iter. Total: 0.1136 s/iter. ETA=0:00:25 [03/23 20:15:12] d2.evaluation.evaluator INFO: Inference done 231/410. Dataloading: 0.0057 s/iter. Inference: 0.1081 s/iter. Eval: 0.0003 s/iter. Total: 0.1142 s/iter. ETA=0:00:20 [03/23 20:15:17] d2.evaluation.evaluator INFO: Inference done 281/410. Dataloading: 0.0052 s/iter. Inference: 0.1062 s/iter. Eval: 0.0003 s/iter. Total: 0.1118 s/iter. ETA=0:00:14 [03/23 20:15:22] d2.evaluation.evaluator INFO: Inference done 330/410. Dataloading: 0.0052 s/iter. Inference: 0.1048 s/iter. Eval: 0.0003 s/iter. Total: 0.1104 s/iter. ETA=0:00:08 [03/23 20:15:28] d2.evaluation.evaluator INFO: Inference done 375/410. Dataloading: 0.0052 s/iter. Inference: 0.1052 s/iter. Eval: 0.0003 s/iter. Total: 0.1108 s/iter. ETA=0:00:03 [03/23 20:15:31] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.673211 (0.110304 s / iter per device, on 1 devices) [03/23 20:15:31] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.104633 s / iter per device, on 1 devices) [03/23 20:15:32] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 20:15:32] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 20:15:32] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 20:15:32] d2.evaluation.testing INFO: copypaste: 0.8718,4.3632,0.0000 [03/23 20:15:32] d2.data.common INFO: Serializing the dataset using: [03/23 20:15:32] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 20:15:32] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 20:15:32] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 20:15:32] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 20:15:34] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0025 s/iter. Inference: 0.1574 s/iter. Eval: 0.0002 s/iter. Total: 0.1602 s/iter. ETA=0:01:03 [03/23 20:15:39] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0025 s/iter. Inference: 0.1033 s/iter. Eval: 0.0003 s/iter. Total: 0.1063 s/iter. ETA=0:00:37 [03/23 20:15:44] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0027 s/iter. Inference: 0.0958 s/iter. Eval: 0.0003 s/iter. Total: 0.0989 s/iter. ETA=0:00:28 [03/23 20:15:49] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0031 s/iter. Inference: 0.0963 s/iter. Eval: 0.0003 s/iter. Total: 0.0997 s/iter. ETA=0:00:24 [03/23 20:15:54] d2.evaluation.evaluator INFO: Inference done 217/410. Dataloading: 0.0032 s/iter. Inference: 0.0963 s/iter. Eval: 0.0003 s/iter. Total: 0.0999 s/iter. ETA=0:00:19 [03/23 20:15:59] d2.evaluation.evaluator INFO: Inference done 266/410. Dataloading: 0.0032 s/iter. Inference: 0.0968 s/iter. Eval: 0.0003 s/iter. Total: 0.1004 s/iter. ETA=0:00:14 [03/23 20:16:04] d2.evaluation.evaluator INFO: Inference done 314/410. Dataloading: 0.0033 s/iter. Inference: 0.0975 s/iter. Eval: 0.0003 s/iter. Total: 0.1011 s/iter. ETA=0:00:09 [03/23 20:16:09] d2.evaluation.evaluator INFO: Inference done 363/410. Dataloading: 0.0032 s/iter. Inference: 0.0978 s/iter. Eval: 0.0003 s/iter. Total: 0.1013 s/iter. ETA=0:00:04 [03/23 20:16:14] d2.evaluation.evaluator INFO: Inference done 409/410. Dataloading: 0.0033 s/iter. Inference: 0.0986 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:00 [03/23 20:16:14] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.537344 (0.102561 s / iter per device, on 1 devices) [03/23 20:16:14] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.098631 s / iter per device, on 1 devices) [03/23 20:16:15] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 20:16:15] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 20:16:15] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 20:16:15] d2.evaluation.testing INFO: copypaste: 1.0094,5.7462,0.0459 [03/23 20:16:15] d2.utils.events INFO: eta: 7:27:48 iter: 59999 total_loss: 1.427 loss_cls: 0.003914 loss_box_reg: 0.01249 loss_rpn_cls: 0.0004029 loss_rpn_loc: 0.0008724 loss_D_img_s: 0.6811 loss_cls_pseudo: 0.01929 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002606 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7032 time: 0.9553 last_time: 1.2439 data_time: 0.0086 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 20:16:51] d2.utils.events INFO: eta: 7:28:08 iter: 60019 total_loss: 1.431 loss_cls: 0.003947 loss_box_reg: 0.01292 loss_rpn_cls: 0.0007385 loss_rpn_loc: 0.001439 loss_D_img_s: 0.7142 loss_cls_pseudo: 0.02263 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006284 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6677 time: 0.9556 last_time: 1.7654 data_time: 0.0090 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 20:17:19] d2.utils.events INFO: eta: 7:28:04 iter: 60039 total_loss: 1.439 loss_cls: 0.00661 loss_box_reg: 0.01712 loss_rpn_cls: 0.0007746 loss_rpn_loc: 0.0009521 loss_D_img_s: 0.7266 loss_cls_pseudo: 0.02581 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006271 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6634 time: 0.9557 last_time: 1.4887 data_time: 0.0078 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 20:17:45] d2.utils.events INFO: eta: 7:27:50 iter: 60059 total_loss: 1.448 loss_cls: 0.005447 loss_box_reg: 0.01162 loss_rpn_cls: 0.0005495 loss_rpn_loc: 0.001012 loss_D_img_s: 0.6815 loss_cls_pseudo: 0.01895 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003489 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7199 time: 0.9558 last_time: 1.3369 data_time: 0.0090 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 20:18:11] d2.utils.events INFO: eta: 7:26:58 iter: 60079 total_loss: 1.448 loss_cls: 0.004775 loss_box_reg: 0.01371 loss_rpn_cls: 0.0007307 loss_rpn_loc: 0.0009734 loss_D_img_s: 0.6323 loss_cls_pseudo: 0.03004 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004031 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7535 time: 0.9559 last_time: 1.3096 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 20:18:37] d2.utils.events INFO: eta: 7:26:24 iter: 60099 total_loss: 1.453 loss_cls: 0.005847 loss_box_reg: 0.02031 loss_rpn_cls: 0.0005013 loss_rpn_loc: 0.0009421 loss_D_img_s: 0.6541 loss_cls_pseudo: 0.01927 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003852 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.738 time: 0.9560 last_time: 1.4262 data_time: 0.0081 last_data_time: 0.0113 lr: 0.01 max_mem: 12687M [03/23 20:19:03] d2.utils.events INFO: eta: 7:25:46 iter: 60119 total_loss: 1.446 loss_cls: 0.00583 loss_box_reg: 0.01647 loss_rpn_cls: 0.001277 loss_rpn_loc: 0.001344 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.01721 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005422 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 0.9561 last_time: 1.4396 data_time: 0.0081 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 20:19:28] d2.utils.events INFO: eta: 7:25:06 iter: 60139 total_loss: 1.431 loss_cls: 0.003911 loss_box_reg: 0.01178 loss_rpn_cls: 0.0006653 loss_rpn_loc: 0.001085 loss_D_img_s: 0.7143 loss_cls_pseudo: 0.01895 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6734 time: 0.9563 last_time: 1.2242 data_time: 0.0075 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 20:19:54] d2.utils.events INFO: eta: 7:24:53 iter: 60159 total_loss: 1.426 loss_cls: 0.004801 loss_box_reg: 0.01484 loss_rpn_cls: 0.000868 loss_rpn_loc: 0.001235 loss_D_img_s: 0.7149 loss_cls_pseudo: 0.01522 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001761 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6693 time: 0.9564 last_time: 1.2101 data_time: 0.0084 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 20:20:21] d2.utils.events INFO: eta: 7:24:36 iter: 60179 total_loss: 1.424 loss_cls: 0.004698 loss_box_reg: 0.01499 loss_rpn_cls: 0.0008548 loss_rpn_loc: 0.001129 loss_D_img_s: 0.704 loss_cls_pseudo: 0.01143 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002902 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6804 time: 0.9565 last_time: 1.3358 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 20:20:47] d2.utils.events INFO: eta: 7:23:59 iter: 60199 total_loss: 1.456 loss_cls: 0.005109 loss_box_reg: 0.01607 loss_rpn_cls: 0.0009667 loss_rpn_loc: 0.001072 loss_D_img_s: 0.705 loss_cls_pseudo: 0.02308 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003487 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.9566 last_time: 1.3392 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 20:21:13] d2.utils.events INFO: eta: 7:23:32 iter: 60219 total_loss: 1.434 loss_cls: 0.003355 loss_box_reg: 0.01187 loss_rpn_cls: 0.0003869 loss_rpn_loc: 0.0009209 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.01669 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002291 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 0.9567 last_time: 1.4287 data_time: 0.0083 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 20:21:40] d2.utils.events INFO: eta: 7:22:57 iter: 60239 total_loss: 1.435 loss_cls: 0.004542 loss_box_reg: 0.01424 loss_rpn_cls: 0.0006747 loss_rpn_loc: 0.0009195 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.01976 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003057 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.9569 last_time: 1.1731 data_time: 0.0078 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 20:22:07] d2.utils.events INFO: eta: 7:22:39 iter: 60259 total_loss: 1.423 loss_cls: 0.004045 loss_box_reg: 0.01238 loss_rpn_cls: 0.0004837 loss_rpn_loc: 0.001002 loss_D_img_s: 0.6678 loss_cls_pseudo: 0.01575 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001992 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7109 time: 0.9570 last_time: 1.3646 data_time: 0.0079 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 20:22:32] d2.utils.events INFO: eta: 7:22:08 iter: 60279 total_loss: 1.445 loss_cls: 0.004419 loss_box_reg: 0.0114 loss_rpn_cls: 0.000739 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6576 loss_cls_pseudo: 0.02129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005232 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7262 time: 0.9571 last_time: 1.4332 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 20:23:00] d2.utils.events INFO: eta: 7:21:45 iter: 60299 total_loss: 1.436 loss_cls: 0.004198 loss_box_reg: 0.01445 loss_rpn_cls: 0.0009659 loss_rpn_loc: 0.0009335 loss_D_img_s: 0.6577 loss_cls_pseudo: 0.02354 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003497 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7205 time: 0.9572 last_time: 1.3931 data_time: 0.0080 last_data_time: 0.0132 lr: 0.01 max_mem: 12687M [03/23 20:23:25] d2.utils.events INFO: eta: 7:21:18 iter: 60319 total_loss: 1.421 loss_cls: 0.004373 loss_box_reg: 0.01266 loss_rpn_cls: 0.0004377 loss_rpn_loc: 0.0009477 loss_D_img_s: 0.6716 loss_cls_pseudo: 0.0118 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001766 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7059 time: 0.9573 last_time: 1.3458 data_time: 0.0083 last_data_time: 0.0112 lr: 0.01 max_mem: 12687M [03/23 20:23:51] d2.utils.events INFO: eta: 7:20:37 iter: 60339 total_loss: 1.436 loss_cls: 0.00358 loss_box_reg: 0.01112 loss_rpn_cls: 0.0005722 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.02127 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005086 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6793 time: 0.9574 last_time: 1.3660 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 20:24:17] d2.utils.events INFO: eta: 7:20:06 iter: 60359 total_loss: 1.443 loss_cls: 0.006105 loss_box_reg: 0.01358 loss_rpn_cls: 0.0006458 loss_rpn_loc: 0.0008716 loss_D_img_s: 0.7158 loss_cls_pseudo: 0.02313 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6689 time: 0.9576 last_time: 1.2185 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 20:24:44] d2.utils.events INFO: eta: 7:19:46 iter: 60379 total_loss: 1.457 loss_cls: 0.005025 loss_box_reg: 0.01453 loss_rpn_cls: 0.0004272 loss_rpn_loc: 0.000923 loss_D_img_s: 0.7109 loss_cls_pseudo: 0.02941 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004146 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.678 time: 0.9577 last_time: 1.1576 data_time: 0.0086 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 20:25:12] d2.utils.events INFO: eta: 7:19:37 iter: 60399 total_loss: 1.438 loss_cls: 0.004242 loss_box_reg: 0.01304 loss_rpn_cls: 0.0005602 loss_rpn_loc: 0.0009725 loss_D_img_s: 0.711 loss_cls_pseudo: 0.01545 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002781 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6802 time: 0.9578 last_time: 1.4871 data_time: 0.0085 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 20:25:40] d2.utils.events INFO: eta: 7:19:40 iter: 60419 total_loss: 1.435 loss_cls: 0.006686 loss_box_reg: 0.01913 loss_rpn_cls: 0.0008072 loss_rpn_loc: 0.001249 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01616 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9580 last_time: 1.2511 data_time: 0.0081 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 20:26:07] d2.utils.events INFO: eta: 7:19:13 iter: 60439 total_loss: 1.43 loss_cls: 0.004537 loss_box_reg: 0.0171 loss_rpn_cls: 0.0007822 loss_rpn_loc: 0.001347 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.01123 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00178 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.9581 last_time: 1.4136 data_time: 0.0083 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 20:26:34] d2.utils.events INFO: eta: 7:18:26 iter: 60459 total_loss: 1.426 loss_cls: 0.00406 loss_box_reg: 0.0109 loss_rpn_cls: 0.0003455 loss_rpn_loc: 0.0008878 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003171 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7014 time: 0.9582 last_time: 1.3375 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 20:27:01] d2.utils.events INFO: eta: 7:18:30 iter: 60479 total_loss: 1.437 loss_cls: 0.005074 loss_box_reg: 0.01451 loss_rpn_cls: 0.0005498 loss_rpn_loc: 0.001276 loss_D_img_s: 0.6891 loss_cls_pseudo: 0.01794 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002038 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.9584 last_time: 1.2194 data_time: 0.0082 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 20:27:27] d2.utils.events INFO: eta: 7:18:03 iter: 60499 total_loss: 1.433 loss_cls: 0.003503 loss_box_reg: 0.01231 loss_rpn_cls: 0.0003412 loss_rpn_loc: 0.001035 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.02129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004135 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.9585 last_time: 1.1395 data_time: 0.0074 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 20:27:53] d2.utils.events INFO: eta: 7:16:59 iter: 60519 total_loss: 1.446 loss_cls: 0.005824 loss_box_reg: 0.01744 loss_rpn_cls: 0.001278 loss_rpn_loc: 0.0009727 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.0248 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002848 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.9586 last_time: 1.5188 data_time: 0.0081 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 20:28:19] d2.utils.events INFO: eta: 7:16:28 iter: 60539 total_loss: 1.429 loss_cls: 0.003503 loss_box_reg: 0.01426 loss_rpn_cls: 0.0005496 loss_rpn_loc: 0.001276 loss_D_img_s: 0.6849 loss_cls_pseudo: 0.01896 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.9587 last_time: 1.8017 data_time: 0.0088 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 20:28:46] d2.utils.events INFO: eta: 7:16:02 iter: 60559 total_loss: 1.432 loss_cls: 0.005203 loss_box_reg: 0.01783 loss_rpn_cls: 0.0006107 loss_rpn_loc: 0.001216 loss_D_img_s: 0.68 loss_cls_pseudo: 0.02475 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005091 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.9588 last_time: 1.3818 data_time: 0.0082 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 20:29:13] d2.utils.events INFO: eta: 7:16:05 iter: 60579 total_loss: 1.435 loss_cls: 0.005034 loss_box_reg: 0.0155 loss_rpn_cls: 0.0007506 loss_rpn_loc: 0.0009671 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.03507 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006646 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.9590 last_time: 1.3767 data_time: 0.0083 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 20:29:39] d2.utils.events INFO: eta: 7:16:00 iter: 60599 total_loss: 1.439 loss_cls: 0.008797 loss_box_reg: 0.01689 loss_rpn_cls: 0.001293 loss_rpn_loc: 0.001338 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.01717 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003281 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.9591 last_time: 1.2655 data_time: 0.0078 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 20:30:06] d2.utils.events INFO: eta: 7:15:29 iter: 60619 total_loss: 1.45 loss_cls: 0.003738 loss_box_reg: 0.01317 loss_rpn_cls: 0.0002675 loss_rpn_loc: 0.001005 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.02911 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004457 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7022 time: 0.9592 last_time: 1.3479 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 20:30:32] d2.utils.events INFO: eta: 7:15:06 iter: 60639 total_loss: 1.45 loss_cls: 0.006892 loss_box_reg: 0.0185 loss_rpn_cls: 0.0008804 loss_rpn_loc: 0.001074 loss_D_img_s: 0.7095 loss_cls_pseudo: 0.02553 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006899 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.9593 last_time: 1.3880 data_time: 0.0076 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 20:31:00] d2.utils.events INFO: eta: 7:14:36 iter: 60659 total_loss: 1.455 loss_cls: 0.006243 loss_box_reg: 0.01576 loss_rpn_cls: 0.0006319 loss_rpn_loc: 0.001106 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.02748 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005508 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 0.9595 last_time: 1.4311 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 20:31:27] d2.utils.events INFO: eta: 7:14:14 iter: 60679 total_loss: 1.44 loss_cls: 0.004546 loss_box_reg: 0.01324 loss_rpn_cls: 0.0008206 loss_rpn_loc: 0.001377 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.02468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004187 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6913 time: 0.9596 last_time: 1.5510 data_time: 0.0083 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 20:31:54] d2.utils.events INFO: eta: 7:13:46 iter: 60699 total_loss: 1.437 loss_cls: 0.004022 loss_box_reg: 0.01444 loss_rpn_cls: 0.0004123 loss_rpn_loc: 0.001074 loss_D_img_s: 0.7107 loss_cls_pseudo: 0.02691 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002091 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6762 time: 0.9597 last_time: 1.7150 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 20:32:21] d2.utils.events INFO: eta: 7:13:15 iter: 60719 total_loss: 1.442 loss_cls: 0.004425 loss_box_reg: 0.01311 loss_rpn_cls: 0.0002667 loss_rpn_loc: 0.000825 loss_D_img_s: 0.7105 loss_cls_pseudo: 0.02201 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005817 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6758 time: 0.9598 last_time: 1.6203 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 20:32:46] d2.utils.events INFO: eta: 7:11:57 iter: 60739 total_loss: 1.429 loss_cls: 0.005042 loss_box_reg: 0.01228 loss_rpn_cls: 0.0005925 loss_rpn_loc: 0.0009605 loss_D_img_s: 0.6875 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9599 last_time: 1.2581 data_time: 0.0076 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 20:33:12] d2.utils.events INFO: eta: 7:11:24 iter: 60759 total_loss: 1.43 loss_cls: 0.008144 loss_box_reg: 0.01854 loss_rpn_cls: 0.001419 loss_rpn_loc: 0.001216 loss_D_img_s: 0.6786 loss_cls_pseudo: 0.02034 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001717 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.696 time: 0.9601 last_time: 1.1876 data_time: 0.0076 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 20:33:39] d2.utils.events INFO: eta: 7:11:15 iter: 60779 total_loss: 1.43 loss_cls: 0.005299 loss_box_reg: 0.01502 loss_rpn_cls: 0.0009124 loss_rpn_loc: 0.0009185 loss_D_img_s: 0.6655 loss_cls_pseudo: 0.02313 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002998 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.9602 last_time: 1.1495 data_time: 0.0081 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 20:34:06] d2.utils.events INFO: eta: 7:10:48 iter: 60799 total_loss: 1.424 loss_cls: 0.003206 loss_box_reg: 0.01158 loss_rpn_cls: 0.0004028 loss_rpn_loc: 0.0008781 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.01745 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003039 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.9603 last_time: 1.4907 data_time: 0.0085 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 20:34:33] d2.utils.events INFO: eta: 7:10:29 iter: 60819 total_loss: 1.433 loss_cls: 0.004339 loss_box_reg: 0.01173 loss_rpn_cls: 0.0006287 loss_rpn_loc: 0.0009268 loss_D_img_s: 0.6913 loss_cls_pseudo: 0.01846 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 0.9604 last_time: 1.5592 data_time: 0.0087 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 20:34:59] d2.utils.events INFO: eta: 7:09:48 iter: 60839 total_loss: 1.444 loss_cls: 0.00544 loss_box_reg: 0.0142 loss_rpn_cls: 0.0006003 loss_rpn_loc: 0.0009911 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.01897 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002816 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7062 time: 0.9605 last_time: 1.1722 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 20:35:26] d2.utils.events INFO: eta: 7:09:36 iter: 60859 total_loss: 1.441 loss_cls: 0.004479 loss_box_reg: 0.015 loss_rpn_cls: 0.0005238 loss_rpn_loc: 0.0009162 loss_D_img_s: 0.6844 loss_cls_pseudo: 0.01919 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004256 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7007 time: 0.9607 last_time: 1.1896 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 20:35:53] d2.utils.events INFO: eta: 7:09:01 iter: 60879 total_loss: 1.426 loss_cls: 0.004311 loss_box_reg: 0.01317 loss_rpn_cls: 0.0005932 loss_rpn_loc: 0.001014 loss_D_img_s: 0.7176 loss_cls_pseudo: 0.02063 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002468 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6578 time: 0.9608 last_time: 1.3829 data_time: 0.0079 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 20:36:19] d2.utils.events INFO: eta: 7:08:28 iter: 60899 total_loss: 1.441 loss_cls: 0.00508 loss_box_reg: 0.0143 loss_rpn_cls: 0.0007615 loss_rpn_loc: 0.00118 loss_D_img_s: 0.7308 loss_cls_pseudo: 0.02329 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003964 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6539 time: 0.9609 last_time: 1.3183 data_time: 0.0080 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 20:36:46] d2.utils.events INFO: eta: 7:08:34 iter: 60919 total_loss: 1.437 loss_cls: 0.004225 loss_box_reg: 0.01505 loss_rpn_cls: 0.0007352 loss_rpn_loc: 0.0009029 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.01331 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003193 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.9610 last_time: 1.4156 data_time: 0.0076 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 20:37:13] d2.utils.events INFO: eta: 7:08:07 iter: 60939 total_loss: 1.438 loss_cls: 0.00313 loss_box_reg: 0.01335 loss_rpn_cls: 0.0002511 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6729 loss_cls_pseudo: 0.02168 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004687 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.717 time: 0.9612 last_time: 1.5187 data_time: 0.0087 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 20:37:40] d2.utils.events INFO: eta: 7:07:40 iter: 60959 total_loss: 1.434 loss_cls: 0.005 loss_box_reg: 0.01388 loss_rpn_cls: 0.0004877 loss_rpn_loc: 0.001175 loss_D_img_s: 0.6779 loss_cls_pseudo: 0.02114 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00422 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7115 time: 0.9613 last_time: 1.1707 data_time: 0.0090 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 20:38:06] d2.utils.events INFO: eta: 7:06:59 iter: 60979 total_loss: 1.428 loss_cls: 0.005133 loss_box_reg: 0.01712 loss_rpn_cls: 0.0005592 loss_rpn_loc: 0.001163 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.01593 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001724 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.9614 last_time: 1.1797 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 20:38:34] d2.data.common INFO: Serializing the dataset using: [03/23 20:38:34] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 20:38:34] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 20:38:34] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 20:38:34] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 20:38:36] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0019 s/iter. Inference: 0.1071 s/iter. Eval: 0.0006 s/iter. Total: 0.1096 s/iter. ETA=0:00:43 [03/23 20:38:41] d2.evaluation.evaluator INFO: Inference done 56/410. Dataloading: 0.0028 s/iter. Inference: 0.1090 s/iter. Eval: 0.0003 s/iter. Total: 0.1122 s/iter. ETA=0:00:39 [03/23 20:38:46] d2.evaluation.evaluator INFO: Inference done 101/410. Dataloading: 0.0023 s/iter. Inference: 0.1096 s/iter. Eval: 0.0003 s/iter. Total: 0.1123 s/iter. ETA=0:00:34 [03/23 20:38:51] d2.evaluation.evaluator INFO: Inference done 143/410. Dataloading: 0.0024 s/iter. Inference: 0.1119 s/iter. Eval: 0.0003 s/iter. Total: 0.1147 s/iter. ETA=0:00:30 [03/23 20:38:56] d2.evaluation.evaluator INFO: Inference done 188/410. Dataloading: 0.0032 s/iter. Inference: 0.1106 s/iter. Eval: 0.0003 s/iter. Total: 0.1141 s/iter. ETA=0:00:25 [03/23 20:39:01] d2.evaluation.evaluator INFO: Inference done 233/410. Dataloading: 0.0031 s/iter. Inference: 0.1102 s/iter. Eval: 0.0003 s/iter. Total: 0.1137 s/iter. ETA=0:00:20 [03/23 20:39:06] d2.evaluation.evaluator INFO: Inference done 283/410. Dataloading: 0.0033 s/iter. Inference: 0.1077 s/iter. Eval: 0.0003 s/iter. Total: 0.1114 s/iter. ETA=0:00:14 [03/23 20:39:11] d2.evaluation.evaluator INFO: Inference done 330/410. Dataloading: 0.0037 s/iter. Inference: 0.1067 s/iter. Eval: 0.0003 s/iter. Total: 0.1108 s/iter. ETA=0:00:08 [03/23 20:39:16] d2.evaluation.evaluator INFO: Inference done 378/410. Dataloading: 0.0038 s/iter. Inference: 0.1060 s/iter. Eval: 0.0004 s/iter. Total: 0.1102 s/iter. ETA=0:00:03 [03/23 20:39:19] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.159647 (0.109036 s / iter per device, on 1 devices) [03/23 20:39:19] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.104429 s / iter per device, on 1 devices) [03/23 20:39:20] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 20:39:20] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 20:39:20] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 20:39:20] d2.evaluation.testing INFO: copypaste: 0.6322,3.4493,0.0107 [03/23 20:39:20] d2.data.common INFO: Serializing the dataset using: [03/23 20:39:20] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 20:39:20] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 20:39:20] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 20:39:20] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 20:39:22] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.1152 s/iter. Eval: 0.0002 s/iter. Total: 0.1168 s/iter. ETA=0:00:46 [03/23 20:39:27] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0054 s/iter. Inference: 0.1115 s/iter. Eval: 0.0002 s/iter. Total: 0.1171 s/iter. ETA=0:00:41 [03/23 20:39:32] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0053 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1098 s/iter. ETA=0:00:33 [03/23 20:39:37] d2.evaluation.evaluator INFO: Inference done 151/410. Dataloading: 0.0051 s/iter. Inference: 0.1037 s/iter. Eval: 0.0004 s/iter. Total: 0.1092 s/iter. ETA=0:00:28 [03/23 20:39:42] d2.evaluation.evaluator INFO: Inference done 199/410. Dataloading: 0.0044 s/iter. Inference: 0.1032 s/iter. Eval: 0.0004 s/iter. Total: 0.1080 s/iter. ETA=0:00:22 [03/23 20:39:47] d2.evaluation.evaluator INFO: Inference done 247/410. Dataloading: 0.0045 s/iter. Inference: 0.1028 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:17 [03/23 20:39:52] d2.evaluation.evaluator INFO: Inference done 293/410. Dataloading: 0.0043 s/iter. Inference: 0.1033 s/iter. Eval: 0.0003 s/iter. Total: 0.1080 s/iter. ETA=0:00:12 [03/23 20:39:57] d2.evaluation.evaluator INFO: Inference done 338/410. Dataloading: 0.0042 s/iter. Inference: 0.1039 s/iter. Eval: 0.0003 s/iter. Total: 0.1086 s/iter. ETA=0:00:07 [03/23 20:40:02] d2.evaluation.evaluator INFO: Inference done 384/410. Dataloading: 0.0041 s/iter. Inference: 0.1042 s/iter. Eval: 0.0003 s/iter. Total: 0.1088 s/iter. ETA=0:00:02 [03/23 20:40:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.931171 (0.108472 s / iter per device, on 1 devices) [03/23 20:40:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.103459 s / iter per device, on 1 devices) [03/23 20:40:05] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 20:40:05] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 20:40:05] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 20:40:05] d2.evaluation.testing INFO: copypaste: 0.6754,4.4639,0.0172 [03/23 20:40:05] d2.utils.events INFO: eta: 7:06:52 iter: 60999 total_loss: 1.437 loss_cls: 0.005481 loss_box_reg: 0.01323 loss_rpn_cls: 0.0006239 loss_rpn_loc: 0.001239 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01569 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003152 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.9615 last_time: 1.3571 data_time: 0.0087 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 20:40:31] d2.utils.events INFO: eta: 7:05:37 iter: 61019 total_loss: 1.424 loss_cls: 0.004026 loss_box_reg: 0.01437 loss_rpn_cls: 0.0005179 loss_rpn_loc: 0.001061 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.0171 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002019 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.9617 last_time: 1.1638 data_time: 0.0083 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/23 20:40:58] d2.utils.events INFO: eta: 7:04:52 iter: 61039 total_loss: 1.441 loss_cls: 0.003995 loss_box_reg: 0.01345 loss_rpn_cls: 0.0003074 loss_rpn_loc: 0.0009669 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.03005 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004406 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 0.9618 last_time: 1.3264 data_time: 0.0077 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 20:41:24] d2.utils.events INFO: eta: 7:04:06 iter: 61059 total_loss: 1.431 loss_cls: 0.003745 loss_box_reg: 0.01478 loss_rpn_cls: 0.000452 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6802 loss_cls_pseudo: 0.01292 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001479 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7071 time: 0.9619 last_time: 1.3805 data_time: 0.0083 last_data_time: 0.0214 lr: 0.01 max_mem: 12687M [03/23 20:41:50] d2.utils.events INFO: eta: 7:03:39 iter: 61079 total_loss: 1.432 loss_cls: 0.003544 loss_box_reg: 0.01567 loss_rpn_cls: 0.0004357 loss_rpn_loc: 0.001263 loss_D_img_s: 0.685 loss_cls_pseudo: 0.014 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004161 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7022 time: 0.9620 last_time: 1.3808 data_time: 0.0079 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 20:42:17] d2.utils.events INFO: eta: 7:03:12 iter: 61099 total_loss: 1.426 loss_cls: 0.004492 loss_box_reg: 0.01309 loss_rpn_cls: 0.0005868 loss_rpn_loc: 0.001196 loss_D_img_s: 0.6951 loss_cls_pseudo: 0.00983 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001566 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 0.9621 last_time: 1.1442 data_time: 0.0082 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/23 20:42:44] d2.utils.events INFO: eta: 7:03:09 iter: 61119 total_loss: 1.424 loss_cls: 0.004729 loss_box_reg: 0.01325 loss_rpn_cls: 0.0004856 loss_rpn_loc: 0.001163 loss_D_img_s: 0.7167 loss_cls_pseudo: 0.0148 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002308 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 0.9623 last_time: 1.5107 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 20:43:10] d2.utils.events INFO: eta: 7:02:40 iter: 61139 total_loss: 1.431 loss_cls: 0.003554 loss_box_reg: 0.01509 loss_rpn_cls: 0.0004172 loss_rpn_loc: 0.001054 loss_D_img_s: 0.7226 loss_cls_pseudo: 0.01457 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001914 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6626 time: 0.9624 last_time: 1.1772 data_time: 0.0071 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 20:43:36] d2.utils.events INFO: eta: 7:02:24 iter: 61159 total_loss: 1.433 loss_cls: 0.004317 loss_box_reg: 0.01286 loss_rpn_cls: 0.0003676 loss_rpn_loc: 0.000923 loss_D_img_s: 0.6791 loss_cls_pseudo: 0.01618 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002422 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6998 time: 0.9625 last_time: 1.5696 data_time: 0.0085 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 20:44:03] d2.utils.events INFO: eta: 7:01:57 iter: 61179 total_loss: 1.429 loss_cls: 0.003807 loss_box_reg: 0.01421 loss_rpn_cls: 0.0005985 loss_rpn_loc: 0.001062 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.01431 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002778 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.698 time: 0.9626 last_time: 1.3975 data_time: 0.0077 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/23 20:44:29] d2.utils.events INFO: eta: 7:01:30 iter: 61199 total_loss: 1.449 loss_cls: 0.006042 loss_box_reg: 0.01578 loss_rpn_cls: 0.0006451 loss_rpn_loc: 0.001082 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01753 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00438 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 0.9627 last_time: 1.3672 data_time: 0.0070 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 20:44:55] d2.utils.events INFO: eta: 7:00:59 iter: 61219 total_loss: 1.443 loss_cls: 0.004711 loss_box_reg: 0.01539 loss_rpn_cls: 0.0005383 loss_rpn_loc: 0.00122 loss_D_img_s: 0.6982 loss_cls_pseudo: 0.01821 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002721 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6891 time: 0.9628 last_time: 1.1737 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 20:45:21] d2.utils.events INFO: eta: 7:00:21 iter: 61239 total_loss: 1.424 loss_cls: 0.002682 loss_box_reg: 0.009454 loss_rpn_cls: 0.0004169 loss_rpn_loc: 0.0007832 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.01928 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003313 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.9629 last_time: 1.3616 data_time: 0.0090 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 20:45:48] d2.utils.events INFO: eta: 6:59:54 iter: 61259 total_loss: 1.44 loss_cls: 0.005662 loss_box_reg: 0.01358 loss_rpn_cls: 0.001175 loss_rpn_loc: 0.0009245 loss_D_img_s: 0.6979 loss_cls_pseudo: 0.02916 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006045 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 0.9631 last_time: 1.1792 data_time: 0.0085 last_data_time: 0.0117 lr: 0.01 max_mem: 12687M [03/23 20:46:15] d2.utils.events INFO: eta: 6:59:52 iter: 61279 total_loss: 1.441 loss_cls: 0.004954 loss_box_reg: 0.01326 loss_rpn_cls: 0.0008973 loss_rpn_loc: 0.001076 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.02163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006059 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 0.9632 last_time: 1.4137 data_time: 0.0075 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 20:46:41] d2.utils.events INFO: eta: 6:59:16 iter: 61299 total_loss: 1.441 loss_cls: 0.004106 loss_box_reg: 0.01619 loss_rpn_cls: 0.0006539 loss_rpn_loc: 0.001055 loss_D_img_s: 0.6899 loss_cls_pseudo: 0.02943 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002587 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 0.9633 last_time: 1.3917 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 20:47:07] d2.utils.events INFO: eta: 6:58:51 iter: 61319 total_loss: 1.451 loss_cls: 0.005433 loss_box_reg: 0.01438 loss_rpn_cls: 0.0006135 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.02463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.9634 last_time: 1.1939 data_time: 0.0079 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 20:47:34] d2.utils.events INFO: eta: 6:58:33 iter: 61339 total_loss: 1.423 loss_cls: 0.004478 loss_box_reg: 0.01294 loss_rpn_cls: 0.0004753 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6883 loss_cls_pseudo: 0.01842 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001376 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 0.9635 last_time: 1.4020 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 20:48:00] d2.utils.events INFO: eta: 6:58:06 iter: 61359 total_loss: 1.43 loss_cls: 0.004518 loss_box_reg: 0.01473 loss_rpn_cls: 0.0009333 loss_rpn_loc: 0.001015 loss_D_img_s: 0.672 loss_cls_pseudo: 0.01962 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004415 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.707 time: 0.9636 last_time: 1.3640 data_time: 0.0088 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 20:48:27] d2.utils.events INFO: eta: 6:57:34 iter: 61379 total_loss: 1.432 loss_cls: 0.005997 loss_box_reg: 0.01485 loss_rpn_cls: 0.001079 loss_rpn_loc: 0.001055 loss_D_img_s: 0.6673 loss_cls_pseudo: 0.0227 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004314 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 0.9638 last_time: 1.2025 data_time: 0.0078 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 20:48:54] d2.utils.events INFO: eta: 6:57:04 iter: 61399 total_loss: 1.415 loss_cls: 0.00684 loss_box_reg: 0.01685 loss_rpn_cls: 0.0006056 loss_rpn_loc: 0.0008888 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.02216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005442 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6696 time: 0.9639 last_time: 1.3907 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 20:49:20] d2.utils.events INFO: eta: 6:56:07 iter: 61419 total_loss: 1.408 loss_cls: 0.005559 loss_box_reg: 0.01387 loss_rpn_cls: 0.0005888 loss_rpn_loc: 0.0007996 loss_D_img_s: 0.6928 loss_cls_pseudo: 0.01816 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002975 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6711 time: 0.9640 last_time: 1.1988 data_time: 0.0084 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 20:49:48] d2.utils.events INFO: eta: 6:56:10 iter: 61439 total_loss: 1.406 loss_cls: 0.004406 loss_box_reg: 0.01374 loss_rpn_cls: 0.0006153 loss_rpn_loc: 0.00118 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.0175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002086 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6604 time: 0.9641 last_time: 1.3529 data_time: 0.0085 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 20:50:15] d2.utils.events INFO: eta: 6:55:41 iter: 61459 total_loss: 1.409 loss_cls: 0.004192 loss_box_reg: 0.01283 loss_rpn_cls: 0.001255 loss_rpn_loc: 0.001276 loss_D_img_s: 0.6843 loss_cls_pseudo: 0.01944 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00302 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6714 time: 0.9643 last_time: 1.2560 data_time: 0.0078 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 20:50:42] d2.utils.events INFO: eta: 6:54:53 iter: 61479 total_loss: 1.428 loss_cls: 0.005358 loss_box_reg: 0.01591 loss_rpn_cls: 0.0007372 loss_rpn_loc: 0.0008758 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.02081 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001754 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 0.9644 last_time: 1.5698 data_time: 0.0088 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 20:51:08] d2.utils.events INFO: eta: 6:54:36 iter: 61499 total_loss: 1.426 loss_cls: 0.004486 loss_box_reg: 0.01297 loss_rpn_cls: 0.0003699 loss_rpn_loc: 0.0008038 loss_D_img_s: 0.6799 loss_cls_pseudo: 0.02057 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004097 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9645 last_time: 1.1602 data_time: 0.0079 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 20:51:35] d2.utils.events INFO: eta: 6:54:25 iter: 61519 total_loss: 1.467 loss_cls: 0.006272 loss_box_reg: 0.01641 loss_rpn_cls: 0.0007802 loss_rpn_loc: 0.001039 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.0228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006335 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 0.9646 last_time: 1.5714 data_time: 0.0078 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 20:52:02] d2.utils.events INFO: eta: 6:54:24 iter: 61539 total_loss: 1.442 loss_cls: 0.006244 loss_box_reg: 0.01965 loss_rpn_cls: 0.0006664 loss_rpn_loc: 0.00142 loss_D_img_s: 0.6878 loss_cls_pseudo: 0.02287 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004047 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 0.9648 last_time: 1.3889 data_time: 0.0085 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 20:52:29] d2.utils.events INFO: eta: 6:53:54 iter: 61559 total_loss: 1.42 loss_cls: 0.003771 loss_box_reg: 0.01244 loss_rpn_cls: 0.0003739 loss_rpn_loc: 0.0009068 loss_D_img_s: 0.7091 loss_cls_pseudo: 0.01591 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001519 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6659 time: 0.9649 last_time: 1.1860 data_time: 0.0091 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 20:52:56] d2.utils.events INFO: eta: 6:53:10 iter: 61579 total_loss: 1.431 loss_cls: 0.004187 loss_box_reg: 0.01698 loss_rpn_cls: 0.0005461 loss_rpn_loc: 0.001242 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.01607 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002912 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 0.9650 last_time: 1.5135 data_time: 0.0083 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 20:53:22] d2.utils.events INFO: eta: 6:52:27 iter: 61599 total_loss: 1.456 loss_cls: 0.00405 loss_box_reg: 0.01477 loss_rpn_cls: 0.000447 loss_rpn_loc: 0.001095 loss_D_img_s: 0.676 loss_cls_pseudo: 0.02282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003153 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7218 time: 0.9651 last_time: 1.1951 data_time: 0.0085 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 20:53:49] d2.utils.events INFO: eta: 6:52:05 iter: 61619 total_loss: 1.462 loss_cls: 0.005061 loss_box_reg: 0.01611 loss_rpn_cls: 0.0005489 loss_rpn_loc: 0.0009869 loss_D_img_s: 0.6768 loss_cls_pseudo: 0.02819 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008899 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7081 time: 0.9652 last_time: 1.6828 data_time: 0.0091 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 20:54:26] d2.utils.events INFO: eta: 6:52:14 iter: 61639 total_loss: 1.445 loss_cls: 0.00551 loss_box_reg: 0.01566 loss_rpn_cls: 0.001104 loss_rpn_loc: 0.0008922 loss_D_img_s: 0.6679 loss_cls_pseudo: 0.02555 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7138 time: 0.9655 last_time: 1.8343 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 20:54:53] d2.utils.events INFO: eta: 6:51:34 iter: 61659 total_loss: 1.443 loss_cls: 0.005407 loss_box_reg: 0.01575 loss_rpn_cls: 0.0006087 loss_rpn_loc: 0.0009305 loss_D_img_s: 0.6699 loss_cls_pseudo: 0.02024 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002836 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7115 time: 0.9656 last_time: 1.2115 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 20:55:19] d2.utils.events INFO: eta: 6:51:00 iter: 61679 total_loss: 1.437 loss_cls: 0.003937 loss_box_reg: 0.01259 loss_rpn_cls: 0.0005162 loss_rpn_loc: 0.0008598 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.02573 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005015 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 0.9658 last_time: 1.4343 data_time: 0.0085 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 20:55:46] d2.utils.events INFO: eta: 6:50:13 iter: 61699 total_loss: 1.43 loss_cls: 0.004531 loss_box_reg: 0.01453 loss_rpn_cls: 0.0008299 loss_rpn_loc: 0.00123 loss_D_img_s: 0.6918 loss_cls_pseudo: 0.01854 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002635 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 0.9659 last_time: 1.3371 data_time: 0.0083 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 20:56:12] d2.utils.events INFO: eta: 6:49:40 iter: 61719 total_loss: 1.437 loss_cls: 0.004041 loss_box_reg: 0.01388 loss_rpn_cls: 0.0004704 loss_rpn_loc: 0.0008238 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.0262 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 0.9660 last_time: 1.5031 data_time: 0.0079 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 20:56:39] d2.utils.events INFO: eta: 6:49:39 iter: 61739 total_loss: 1.438 loss_cls: 0.004475 loss_box_reg: 0.01435 loss_rpn_cls: 0.000724 loss_rpn_loc: 0.001353 loss_D_img_s: 0.7069 loss_cls_pseudo: 0.01312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6778 time: 0.9661 last_time: 1.1359 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 20:57:06] d2.utils.events INFO: eta: 6:49:15 iter: 61759 total_loss: 1.433 loss_cls: 0.005499 loss_box_reg: 0.01475 loss_rpn_cls: 0.0007643 loss_rpn_loc: 0.001039 loss_D_img_s: 0.7171 loss_cls_pseudo: 0.01575 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001979 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6673 time: 0.9662 last_time: 1.2224 data_time: 0.0085 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 20:57:32] d2.utils.events INFO: eta: 6:48:27 iter: 61779 total_loss: 1.428 loss_cls: 0.006269 loss_box_reg: 0.01997 loss_rpn_cls: 0.0007739 loss_rpn_loc: 0.00138 loss_D_img_s: 0.7114 loss_cls_pseudo: 0.01364 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001222 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6659 time: 0.9663 last_time: 1.3409 data_time: 0.0077 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 20:57:57] d2.utils.events INFO: eta: 6:47:43 iter: 61799 total_loss: 1.437 loss_cls: 0.005101 loss_box_reg: 0.01799 loss_rpn_cls: 0.001085 loss_rpn_loc: 0.001177 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003824 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 0.9664 last_time: 1.1965 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 20:58:24] d2.utils.events INFO: eta: 6:47:31 iter: 61819 total_loss: 1.446 loss_cls: 0.003432 loss_box_reg: 0.01184 loss_rpn_cls: 0.0005788 loss_rpn_loc: 0.0007172 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.02709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004557 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 0.9666 last_time: 1.2019 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 20:58:51] d2.utils.events INFO: eta: 6:47:06 iter: 61839 total_loss: 1.44 loss_cls: 0.005844 loss_box_reg: 0.01346 loss_rpn_cls: 0.0007854 loss_rpn_loc: 0.0009456 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.02966 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005187 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 0.9667 last_time: 1.3403 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 20:59:19] d2.utils.events INFO: eta: 6:46:42 iter: 61859 total_loss: 1.449 loss_cls: 0.003975 loss_box_reg: 0.01369 loss_rpn_cls: 0.0007086 loss_rpn_loc: 0.0007672 loss_D_img_s: 0.683 loss_cls_pseudo: 0.03601 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006598 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.9668 last_time: 1.3788 data_time: 0.0092 last_data_time: 0.0195 lr: 0.01 max_mem: 12687M [03/23 20:59:45] d2.utils.events INFO: eta: 6:46:18 iter: 61879 total_loss: 1.443 loss_cls: 0.005317 loss_box_reg: 0.01433 loss_rpn_cls: 0.0006814 loss_rpn_loc: 0.001392 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.02447 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00365 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 0.9669 last_time: 1.3515 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 21:00:12] d2.utils.events INFO: eta: 6:45:51 iter: 61899 total_loss: 1.44 loss_cls: 0.003921 loss_box_reg: 0.0114 loss_rpn_cls: 0.0003344 loss_rpn_loc: 0.0008852 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.02608 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006574 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 0.9671 last_time: 1.5356 data_time: 0.0079 last_data_time: 0.0128 lr: 0.01 max_mem: 12687M [03/23 21:00:38] d2.utils.events INFO: eta: 6:45:19 iter: 61919 total_loss: 1.453 loss_cls: 0.006502 loss_box_reg: 0.0166 loss_rpn_cls: 0.0006417 loss_rpn_loc: 0.001075 loss_D_img_s: 0.7071 loss_cls_pseudo: 0.03162 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006851 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.9672 last_time: 1.1101 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 21:01:05] d2.utils.events INFO: eta: 6:44:50 iter: 61939 total_loss: 1.45 loss_cls: 0.005726 loss_box_reg: 0.01674 loss_rpn_cls: 0.0007921 loss_rpn_loc: 0.001031 loss_D_img_s: 0.7065 loss_cls_pseudo: 0.02542 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003398 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 0.9673 last_time: 1.5864 data_time: 0.0082 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 21:01:32] d2.utils.events INFO: eta: 6:44:25 iter: 61959 total_loss: 1.444 loss_cls: 0.005525 loss_box_reg: 0.01618 loss_rpn_cls: 0.000434 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.02322 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005406 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.9674 last_time: 1.2391 data_time: 0.0086 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 21:01:58] d2.utils.events INFO: eta: 6:43:56 iter: 61979 total_loss: 1.435 loss_cls: 0.004731 loss_box_reg: 0.01226 loss_rpn_cls: 0.0003866 loss_rpn_loc: 0.0009407 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01875 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9675 last_time: 1.4543 data_time: 0.0074 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:02:24] d2.data.common INFO: Serializing the dataset using: [03/23 21:02:24] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 21:02:24] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 21:02:24] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 21:02:24] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 21:02:26] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0023 s/iter. Inference: 0.1157 s/iter. Eval: 0.0002 s/iter. Total: 0.1182 s/iter. ETA=0:00:47 [03/23 21:02:31] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0030 s/iter. Inference: 0.0995 s/iter. Eval: 0.0002 s/iter. Total: 0.1028 s/iter. ETA=0:00:35 [03/23 21:02:36] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0032 s/iter. Inference: 0.1004 s/iter. Eval: 0.0002 s/iter. Total: 0.1039 s/iter. ETA=0:00:31 [03/23 21:02:41] d2.evaluation.evaluator INFO: Inference done 160/410. Dataloading: 0.0029 s/iter. Inference: 0.0991 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:25 [03/23 21:02:46] d2.evaluation.evaluator INFO: Inference done 220/410. Dataloading: 0.0027 s/iter. Inference: 0.0942 s/iter. Eval: 0.0003 s/iter. Total: 0.0972 s/iter. ETA=0:00:18 [03/23 21:02:51] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0025 s/iter. Inference: 0.0931 s/iter. Eval: 0.0003 s/iter. Total: 0.0960 s/iter. ETA=0:00:12 [03/23 21:02:56] d2.evaluation.evaluator INFO: Inference done 328/410. Dataloading: 0.0025 s/iter. Inference: 0.0930 s/iter. Eval: 0.0003 s/iter. Total: 0.0958 s/iter. ETA=0:00:07 [03/23 21:03:01] d2.evaluation.evaluator INFO: Inference done 380/410. Dataloading: 0.0026 s/iter. Inference: 0.0932 s/iter. Eval: 0.0003 s/iter. Total: 0.0961 s/iter. ETA=0:00:02 [03/23 21:03:04] d2.evaluation.evaluator INFO: Total inference time: 0:00:38.765010 (0.095716 s / iter per device, on 1 devices) [03/23 21:03:04] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.092638 s / iter per device, on 1 devices) [03/23 21:03:04] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 21:03:04] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 21:03:04] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 21:03:04] d2.evaluation.testing INFO: copypaste: 0.5830,2.9698,0.0387 [03/23 21:03:04] d2.data.common INFO: Serializing the dataset using: [03/23 21:03:04] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 21:03:04] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 21:03:04] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 21:03:04] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 21:03:06] d2.evaluation.evaluator INFO: Inference done 12/410. Dataloading: 0.0058 s/iter. Inference: 0.1284 s/iter. Eval: 0.0009 s/iter. Total: 0.1351 s/iter. ETA=0:00:53 [03/23 21:03:11] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0042 s/iter. Inference: 0.1078 s/iter. Eval: 0.0004 s/iter. Total: 0.1125 s/iter. ETA=0:00:39 [03/23 21:03:16] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0058 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1108 s/iter. ETA=0:00:33 [03/23 21:03:21] d2.evaluation.evaluator INFO: Inference done 148/410. Dataloading: 0.0056 s/iter. Inference: 0.1062 s/iter. Eval: 0.0003 s/iter. Total: 0.1122 s/iter. ETA=0:00:29 [03/23 21:03:27] d2.evaluation.evaluator INFO: Inference done 198/410. Dataloading: 0.0052 s/iter. Inference: 0.1041 s/iter. Eval: 0.0003 s/iter. Total: 0.1097 s/iter. ETA=0:00:23 [03/23 21:03:32] d2.evaluation.evaluator INFO: Inference done 242/410. Dataloading: 0.0056 s/iter. Inference: 0.1046 s/iter. Eval: 0.0003 s/iter. Total: 0.1106 s/iter. ETA=0:00:18 [03/23 21:03:37] d2.evaluation.evaluator INFO: Inference done 296/410. Dataloading: 0.0049 s/iter. Inference: 0.1025 s/iter. Eval: 0.0003 s/iter. Total: 0.1078 s/iter. ETA=0:00:12 [03/23 21:03:42] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0047 s/iter. Inference: 0.1026 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:07 [03/23 21:03:47] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0049 s/iter. Inference: 0.1029 s/iter. Eval: 0.0003 s/iter. Total: 0.1081 s/iter. ETA=0:00:02 [03/23 21:03:49] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.508260 (0.107428 s / iter per device, on 1 devices) [03/23 21:03:49] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.102124 s / iter per device, on 1 devices) [03/23 21:03:49] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 21:03:49] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 21:03:49] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 21:03:49] d2.evaluation.testing INFO: copypaste: 0.6888,4.0754,0.0005 [03/23 21:03:49] d2.utils.events INFO: eta: 6:42:59 iter: 61999 total_loss: 1.451 loss_cls: 0.007654 loss_box_reg: 0.02124 loss_rpn_cls: 0.001256 loss_rpn_loc: 0.00127 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.02662 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003494 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9676 last_time: 1.5098 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:04:15] d2.utils.events INFO: eta: 6:42:23 iter: 62019 total_loss: 1.431 loss_cls: 0.003542 loss_box_reg: 0.01412 loss_rpn_cls: 0.0004445 loss_rpn_loc: 0.0009704 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01915 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002755 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.9677 last_time: 1.1947 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 21:04:41] d2.utils.events INFO: eta: 6:41:58 iter: 62039 total_loss: 1.44 loss_cls: 0.005618 loss_box_reg: 0.01443 loss_rpn_cls: 0.0004386 loss_rpn_loc: 0.001016 loss_D_img_s: 0.6862 loss_cls_pseudo: 0.01924 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004218 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6984 time: 0.9678 last_time: 1.1578 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 21:05:08] d2.utils.events INFO: eta: 6:41:29 iter: 62059 total_loss: 1.436 loss_cls: 0.003776 loss_box_reg: 0.01275 loss_rpn_cls: 0.00056 loss_rpn_loc: 0.001017 loss_D_img_s: 0.6828 loss_cls_pseudo: 0.01813 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004011 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 0.9680 last_time: 1.6237 data_time: 0.0075 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 21:05:33] d2.utils.events INFO: eta: 6:41:00 iter: 62079 total_loss: 1.434 loss_cls: 0.004346 loss_box_reg: 0.01598 loss_rpn_cls: 0.0003642 loss_rpn_loc: 0.0009308 loss_D_img_s: 0.6664 loss_cls_pseudo: 0.02567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005553 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7073 time: 0.9681 last_time: 1.1555 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:06:00] d2.utils.events INFO: eta: 6:40:37 iter: 62099 total_loss: 1.426 loss_cls: 0.003432 loss_box_reg: 0.01394 loss_rpn_cls: 0.000524 loss_rpn_loc: 0.0009169 loss_D_img_s: 0.6733 loss_cls_pseudo: 0.02613 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003199 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9682 last_time: 1.1534 data_time: 0.0080 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 21:06:25] d2.utils.events INFO: eta: 6:40:00 iter: 62119 total_loss: 1.432 loss_cls: 0.003968 loss_box_reg: 0.01389 loss_rpn_cls: 0.000568 loss_rpn_loc: 0.0007974 loss_D_img_s: 0.7108 loss_cls_pseudo: 0.02815 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00696 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6622 time: 0.9683 last_time: 1.1944 data_time: 0.0082 last_data_time: 0.0131 lr: 0.01 max_mem: 12687M [03/23 21:06:51] d2.utils.events INFO: eta: 6:39:39 iter: 62139 total_loss: 1.43 loss_cls: 0.003881 loss_box_reg: 0.01538 loss_rpn_cls: 0.0004815 loss_rpn_loc: 0.001098 loss_D_img_s: 0.7172 loss_cls_pseudo: 0.01121 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001573 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6685 time: 0.9684 last_time: 1.6201 data_time: 0.0079 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 21:07:17] d2.utils.events INFO: eta: 6:39:06 iter: 62159 total_loss: 1.44 loss_cls: 0.004069 loss_box_reg: 0.01585 loss_rpn_cls: 0.0004131 loss_rpn_loc: 0.001113 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.01653 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003713 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.9685 last_time: 1.5402 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 21:07:43] d2.utils.events INFO: eta: 6:38:33 iter: 62179 total_loss: 1.453 loss_cls: 0.005547 loss_box_reg: 0.0141 loss_rpn_cls: 0.000796 loss_rpn_loc: 0.001206 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.02452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 0.9686 last_time: 1.3198 data_time: 0.0075 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 21:08:09] d2.utils.events INFO: eta: 6:38:10 iter: 62199 total_loss: 1.44 loss_cls: 0.004001 loss_box_reg: 0.01617 loss_rpn_cls: 0.0005825 loss_rpn_loc: 0.001638 loss_D_img_s: 0.6792 loss_cls_pseudo: 0.0249 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004852 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7018 time: 0.9687 last_time: 1.4212 data_time: 0.0087 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 21:08:36] d2.utils.events INFO: eta: 6:37:52 iter: 62219 total_loss: 1.445 loss_cls: 0.005101 loss_box_reg: 0.01607 loss_rpn_cls: 0.0006143 loss_rpn_loc: 0.001342 loss_D_img_s: 0.6605 loss_cls_pseudo: 0.02373 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004442 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7207 time: 0.9688 last_time: 1.1849 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 21:09:02] d2.utils.events INFO: eta: 6:37:25 iter: 62239 total_loss: 1.439 loss_cls: 0.002762 loss_box_reg: 0.01171 loss_rpn_cls: 0.0004271 loss_rpn_loc: 0.0009934 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.02346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005298 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6982 time: 0.9689 last_time: 1.1465 data_time: 0.0081 last_data_time: 0.0055 lr: 0.01 max_mem: 12687M [03/23 21:09:28] d2.utils.events INFO: eta: 6:36:56 iter: 62259 total_loss: 1.435 loss_cls: 0.005876 loss_box_reg: 0.01878 loss_rpn_cls: 0.0008983 loss_rpn_loc: 0.0009479 loss_D_img_s: 0.7173 loss_cls_pseudo: 0.01608 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002087 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6675 time: 0.9690 last_time: 1.2201 data_time: 0.0082 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 21:09:54] d2.utils.events INFO: eta: 6:36:25 iter: 62279 total_loss: 1.441 loss_cls: 0.004338 loss_box_reg: 0.01272 loss_rpn_cls: 0.0004942 loss_rpn_loc: 0.0009506 loss_D_img_s: 0.7104 loss_cls_pseudo: 0.02241 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002196 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6772 time: 0.9691 last_time: 1.3505 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 21:10:20] d2.utils.events INFO: eta: 6:35:54 iter: 62299 total_loss: 1.445 loss_cls: 0.004941 loss_box_reg: 0.01185 loss_rpn_cls: 0.0003513 loss_rpn_loc: 0.0008663 loss_D_img_s: 0.6769 loss_cls_pseudo: 0.02197 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005732 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.708 time: 0.9692 last_time: 1.3618 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 21:10:45] d2.utils.events INFO: eta: 6:35:03 iter: 62319 total_loss: 1.437 loss_cls: 0.006692 loss_box_reg: 0.01288 loss_rpn_cls: 0.0007774 loss_rpn_loc: 0.001189 loss_D_img_s: 0.6639 loss_cls_pseudo: 0.01853 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7204 time: 0.9693 last_time: 1.3093 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 21:11:11] d2.utils.events INFO: eta: 6:34:24 iter: 62339 total_loss: 1.43 loss_cls: 0.003272 loss_box_reg: 0.01525 loss_rpn_cls: 0.0006876 loss_rpn_loc: 0.001144 loss_D_img_s: 0.6743 loss_cls_pseudo: 0.0132 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001613 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7098 time: 0.9694 last_time: 1.1770 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 21:11:37] d2.utils.events INFO: eta: 6:34:03 iter: 62359 total_loss: 1.431 loss_cls: 0.003983 loss_box_reg: 0.01449 loss_rpn_cls: 0.0006104 loss_rpn_loc: 0.0008945 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.02228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002818 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6863 time: 0.9695 last_time: 1.3660 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 21:12:04] d2.utils.events INFO: eta: 6:33:38 iter: 62379 total_loss: 1.449 loss_cls: 0.004931 loss_box_reg: 0.015 loss_rpn_cls: 0.0004348 loss_rpn_loc: 0.001028 loss_D_img_s: 0.7162 loss_cls_pseudo: 0.03016 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005616 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6706 time: 0.9697 last_time: 1.1800 data_time: 0.0085 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 21:12:29] d2.utils.events INFO: eta: 6:33:03 iter: 62399 total_loss: 1.433 loss_cls: 0.004402 loss_box_reg: 0.01341 loss_rpn_cls: 0.0003489 loss_rpn_loc: 0.0008297 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.02132 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00262 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6896 time: 0.9698 last_time: 1.1395 data_time: 0.0081 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 21:12:55] d2.utils.events INFO: eta: 6:32:36 iter: 62419 total_loss: 1.454 loss_cls: 0.00545 loss_box_reg: 0.01743 loss_rpn_cls: 0.001123 loss_rpn_loc: 0.001291 loss_D_img_s: 0.6859 loss_cls_pseudo: 0.02847 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006158 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6982 time: 0.9699 last_time: 1.2411 data_time: 0.0077 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 21:13:22] d2.utils.events INFO: eta: 6:31:54 iter: 62439 total_loss: 1.441 loss_cls: 0.005158 loss_box_reg: 0.01391 loss_rpn_cls: 0.0005489 loss_rpn_loc: 0.0007935 loss_D_img_s: 0.6806 loss_cls_pseudo: 0.02617 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004137 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7059 time: 0.9700 last_time: 1.1694 data_time: 0.0082 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 21:13:47] d2.utils.events INFO: eta: 6:31:22 iter: 62459 total_loss: 1.447 loss_cls: 0.005558 loss_box_reg: 0.01555 loss_rpn_cls: 0.000886 loss_rpn_loc: 0.001039 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.02539 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005884 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7043 time: 0.9701 last_time: 1.2314 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:14:14] d2.utils.events INFO: eta: 6:30:53 iter: 62479 total_loss: 1.429 loss_cls: 0.003662 loss_box_reg: 0.01368 loss_rpn_cls: 0.0004325 loss_rpn_loc: 0.001057 loss_D_img_s: 0.6904 loss_cls_pseudo: 0.01833 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002354 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.9702 last_time: 1.2074 data_time: 0.0087 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 21:14:40] d2.utils.events INFO: eta: 6:30:11 iter: 62499 total_loss: 1.433 loss_cls: 0.005816 loss_box_reg: 0.01655 loss_rpn_cls: 0.0005349 loss_rpn_loc: 0.001104 loss_D_img_s: 0.697 loss_cls_pseudo: 0.02057 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002014 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 0.9703 last_time: 1.1998 data_time: 0.0075 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 21:15:07] d2.utils.events INFO: eta: 6:29:49 iter: 62519 total_loss: 1.425 loss_cls: 0.006156 loss_box_reg: 0.01642 loss_rpn_cls: 0.001004 loss_rpn_loc: 0.001361 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.01832 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001425 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 0.9704 last_time: 1.3595 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 21:15:34] d2.utils.events INFO: eta: 6:29:06 iter: 62539 total_loss: 1.437 loss_cls: 0.005646 loss_box_reg: 0.01684 loss_rpn_cls: 0.000749 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.02439 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007589 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.9705 last_time: 1.4909 data_time: 0.0079 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 21:16:00] d2.utils.events INFO: eta: 6:28:48 iter: 62559 total_loss: 1.448 loss_cls: 0.004733 loss_box_reg: 0.01567 loss_rpn_cls: 0.0006629 loss_rpn_loc: 0.0009059 loss_D_img_s: 0.7209 loss_cls_pseudo: 0.02451 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004657 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6655 time: 0.9706 last_time: 1.5603 data_time: 0.0090 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 21:16:27] d2.utils.events INFO: eta: 6:28:21 iter: 62579 total_loss: 1.446 loss_cls: 0.004215 loss_box_reg: 0.01677 loss_rpn_cls: 0.000771 loss_rpn_loc: 0.001044 loss_D_img_s: 0.728 loss_cls_pseudo: 0.02413 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005894 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6648 time: 0.9708 last_time: 1.3363 data_time: 0.0086 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 21:16:54] d2.utils.events INFO: eta: 6:28:04 iter: 62599 total_loss: 1.434 loss_cls: 0.008288 loss_box_reg: 0.01919 loss_rpn_cls: 0.001795 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6665 loss_cls_pseudo: 0.01793 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002489 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7096 time: 0.9709 last_time: 1.4264 data_time: 0.0084 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 21:17:20] d2.utils.events INFO: eta: 6:27:10 iter: 62619 total_loss: 1.447 loss_cls: 0.005863 loss_box_reg: 0.01759 loss_rpn_cls: 0.0006812 loss_rpn_loc: 0.001297 loss_D_img_s: 0.6633 loss_cls_pseudo: 0.01794 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002464 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7274 time: 0.9710 last_time: 1.2077 data_time: 0.0082 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 21:17:46] d2.utils.events INFO: eta: 6:25:49 iter: 62639 total_loss: 1.429 loss_cls: 0.003435 loss_box_reg: 0.01455 loss_rpn_cls: 0.000488 loss_rpn_loc: 0.001137 loss_D_img_s: 0.7036 loss_cls_pseudo: 0.01686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00268 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6771 time: 0.9711 last_time: 1.6087 data_time: 0.0077 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 21:18:11] d2.utils.events INFO: eta: 6:25:22 iter: 62659 total_loss: 1.442 loss_cls: 0.006326 loss_box_reg: 0.01738 loss_rpn_cls: 0.0007477 loss_rpn_loc: 0.001399 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.02556 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003336 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6629 time: 0.9712 last_time: 1.2430 data_time: 0.0077 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 21:18:36] d2.utils.events INFO: eta: 6:24:43 iter: 62679 total_loss: 1.435 loss_cls: 0.004839 loss_box_reg: 0.01483 loss_rpn_cls: 0.0009859 loss_rpn_loc: 0.001015 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.01794 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002222 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.9713 last_time: 1.1868 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 21:19:02] d2.utils.events INFO: eta: 6:24:27 iter: 62699 total_loss: 1.428 loss_cls: 0.003894 loss_box_reg: 0.01094 loss_rpn_cls: 0.00031 loss_rpn_loc: 0.0008608 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.02156 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004907 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6844 time: 0.9714 last_time: 1.1524 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 21:19:29] d2.utils.events INFO: eta: 6:24:11 iter: 62719 total_loss: 1.441 loss_cls: 0.006248 loss_box_reg: 0.01349 loss_rpn_cls: 0.0004297 loss_rpn_loc: 0.0008121 loss_D_img_s: 0.6934 loss_cls_pseudo: 0.02193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005016 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6945 time: 0.9715 last_time: 1.4107 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 21:19:56] d2.utils.events INFO: eta: 6:23:41 iter: 62739 total_loss: 1.442 loss_cls: 0.004994 loss_box_reg: 0.0128 loss_rpn_cls: 0.001254 loss_rpn_loc: 0.001153 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.02009 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00388 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 0.9716 last_time: 1.2095 data_time: 0.0077 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 21:20:22] d2.utils.events INFO: eta: 6:23:14 iter: 62759 total_loss: 1.434 loss_cls: 0.00687 loss_box_reg: 0.02117 loss_rpn_cls: 0.0006855 loss_rpn_loc: 0.00131 loss_D_img_s: 0.6821 loss_cls_pseudo: 0.01811 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002222 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.699 time: 0.9717 last_time: 1.1508 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 21:20:49] d2.utils.events INFO: eta: 6:22:51 iter: 62779 total_loss: 1.439 loss_cls: 0.004673 loss_box_reg: 0.018 loss_rpn_cls: 0.0005401 loss_rpn_loc: 0.001181 loss_D_img_s: 0.6709 loss_cls_pseudo: 0.02722 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00453 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7111 time: 0.9718 last_time: 1.3848 data_time: 0.0082 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 21:21:15] d2.utils.events INFO: eta: 6:22:30 iter: 62799 total_loss: 1.437 loss_cls: 0.005197 loss_box_reg: 0.01609 loss_rpn_cls: 0.0006911 loss_rpn_loc: 0.0008068 loss_D_img_s: 0.6754 loss_cls_pseudo: 0.02792 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004861 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 0.9719 last_time: 1.3596 data_time: 0.0092 last_data_time: 0.0116 lr: 0.01 max_mem: 12687M [03/23 21:21:40] d2.utils.events INFO: eta: 6:21:57 iter: 62819 total_loss: 1.428 loss_cls: 0.004826 loss_box_reg: 0.01579 loss_rpn_cls: 0.0004774 loss_rpn_loc: 0.0009205 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.02268 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002297 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6721 time: 0.9720 last_time: 1.1776 data_time: 0.0076 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:22:07] d2.utils.events INFO: eta: 6:21:28 iter: 62839 total_loss: 1.427 loss_cls: 0.004765 loss_box_reg: 0.01545 loss_rpn_cls: 0.0006825 loss_rpn_loc: 0.0008388 loss_D_img_s: 0.715 loss_cls_pseudo: 0.01516 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00216 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6706 time: 0.9721 last_time: 1.4135 data_time: 0.0077 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 21:22:33] d2.utils.events INFO: eta: 6:20:49 iter: 62859 total_loss: 1.429 loss_cls: 0.005382 loss_box_reg: 0.01624 loss_rpn_cls: 0.000504 loss_rpn_loc: 0.001142 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01291 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002923 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 0.9723 last_time: 1.3128 data_time: 0.0085 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 21:23:00] d2.utils.events INFO: eta: 6:20:22 iter: 62879 total_loss: 1.442 loss_cls: 0.003995 loss_box_reg: 0.01329 loss_rpn_cls: 0.0005191 loss_rpn_loc: 0.0008943 loss_D_img_s: 0.6947 loss_cls_pseudo: 0.03065 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.9724 last_time: 1.1983 data_time: 0.0078 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 21:23:26] d2.utils.events INFO: eta: 6:19:51 iter: 62899 total_loss: 1.429 loss_cls: 0.006985 loss_box_reg: 0.01665 loss_rpn_cls: 0.0007539 loss_rpn_loc: 0.001324 loss_D_img_s: 0.6741 loss_cls_pseudo: 0.02274 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00274 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7079 time: 0.9725 last_time: 1.2440 data_time: 0.0086 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 21:23:52] d2.utils.events INFO: eta: 6:19:27 iter: 62919 total_loss: 1.429 loss_cls: 0.005004 loss_box_reg: 0.01383 loss_rpn_cls: 0.0004802 loss_rpn_loc: 0.000969 loss_D_img_s: 0.6722 loss_cls_pseudo: 0.01244 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7214 time: 0.9726 last_time: 1.3335 data_time: 0.0077 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 21:24:17] d2.utils.events INFO: eta: 6:18:38 iter: 62939 total_loss: 1.442 loss_cls: 0.003211 loss_box_reg: 0.0113 loss_rpn_cls: 0.0004823 loss_rpn_loc: 0.0008883 loss_D_img_s: 0.6927 loss_cls_pseudo: 0.02396 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004258 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6869 time: 0.9727 last_time: 1.3272 data_time: 0.0074 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 21:24:44] d2.utils.events INFO: eta: 6:17:56 iter: 62959 total_loss: 1.433 loss_cls: 0.006579 loss_box_reg: 0.01743 loss_rpn_cls: 0.0009043 loss_rpn_loc: 0.001464 loss_D_img_s: 0.707 loss_cls_pseudo: 0.01984 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002897 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6783 time: 0.9728 last_time: 1.5349 data_time: 0.0076 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 21:25:11] d2.utils.events INFO: eta: 6:17:45 iter: 62979 total_loss: 1.44 loss_cls: 0.007033 loss_box_reg: 0.01675 loss_rpn_cls: 0.0006642 loss_rpn_loc: 0.001213 loss_D_img_s: 0.695 loss_cls_pseudo: 0.02173 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004039 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.9729 last_time: 1.6190 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 21:25:36] d2.data.common INFO: Serializing the dataset using: [03/23 21:25:36] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 21:25:36] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 21:25:36] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 21:25:36] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 21:25:38] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0040 s/iter. Inference: 0.1195 s/iter. Eval: 0.0002 s/iter. Total: 0.1237 s/iter. ETA=0:00:49 [03/23 21:25:43] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0050 s/iter. Inference: 0.0989 s/iter. Eval: 0.0004 s/iter. Total: 0.1044 s/iter. ETA=0:00:36 [03/23 21:25:48] d2.evaluation.evaluator INFO: Inference done 107/410. Dataloading: 0.0041 s/iter. Inference: 0.1025 s/iter. Eval: 0.0005 s/iter. Total: 0.1071 s/iter. ETA=0:00:32 [03/23 21:25:53] d2.evaluation.evaluator INFO: Inference done 155/410. Dataloading: 0.0041 s/iter. Inference: 0.1016 s/iter. Eval: 0.0004 s/iter. Total: 0.1062 s/iter. ETA=0:00:27 [03/23 21:25:58] d2.evaluation.evaluator INFO: Inference done 201/410. Dataloading: 0.0041 s/iter. Inference: 0.1023 s/iter. Eval: 0.0004 s/iter. Total: 0.1068 s/iter. ETA=0:00:22 [03/23 21:26:03] d2.evaluation.evaluator INFO: Inference done 247/410. Dataloading: 0.0039 s/iter. Inference: 0.1031 s/iter. Eval: 0.0003 s/iter. Total: 0.1074 s/iter. ETA=0:00:17 [03/23 21:26:08] d2.evaluation.evaluator INFO: Inference done 296/410. Dataloading: 0.0038 s/iter. Inference: 0.1024 s/iter. Eval: 0.0003 s/iter. Total: 0.1066 s/iter. ETA=0:00:12 [03/23 21:26:13] d2.evaluation.evaluator INFO: Inference done 343/410. Dataloading: 0.0037 s/iter. Inference: 0.1026 s/iter. Eval: 0.0003 s/iter. Total: 0.1066 s/iter. ETA=0:00:07 [03/23 21:26:18] d2.evaluation.evaluator INFO: Inference done 391/410. Dataloading: 0.0039 s/iter. Inference: 0.1021 s/iter. Eval: 0.0003 s/iter. Total: 0.1064 s/iter. ETA=0:00:02 [03/23 21:26:21] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.202377 (0.106673 s / iter per device, on 1 devices) [03/23 21:26:21] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.102189 s / iter per device, on 1 devices) [03/23 21:26:21] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 21:26:21] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 21:26:21] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 21:26:21] d2.evaluation.testing INFO: copypaste: 1.7848,6.0865,0.1699 [03/23 21:26:21] d2.data.common INFO: Serializing the dataset using: [03/23 21:26:21] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 21:26:21] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 21:26:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 21:26:21] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 21:26:23] d2.evaluation.evaluator INFO: Inference done 15/410. Dataloading: 0.0136 s/iter. Inference: 0.1062 s/iter. Eval: 0.0002 s/iter. Total: 0.1200 s/iter. ETA=0:00:47 [03/23 21:26:29] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0053 s/iter. Inference: 0.1129 s/iter. Eval: 0.0003 s/iter. Total: 0.1185 s/iter. ETA=0:00:41 [03/23 21:26:34] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0040 s/iter. Inference: 0.1107 s/iter. Eval: 0.0003 s/iter. Total: 0.1152 s/iter. ETA=0:00:35 [03/23 21:26:39] d2.evaluation.evaluator INFO: Inference done 152/410. Dataloading: 0.0035 s/iter. Inference: 0.1078 s/iter. Eval: 0.0003 s/iter. Total: 0.1118 s/iter. ETA=0:00:28 [03/23 21:26:44] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0033 s/iter. Inference: 0.1048 s/iter. Eval: 0.0003 s/iter. Total: 0.1085 s/iter. ETA=0:00:22 [03/23 21:26:49] d2.evaluation.evaluator INFO: Inference done 250/410. Dataloading: 0.0035 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1084 s/iter. ETA=0:00:17 [03/23 21:26:54] d2.evaluation.evaluator INFO: Inference done 299/410. Dataloading: 0.0035 s/iter. Inference: 0.1036 s/iter. Eval: 0.0003 s/iter. Total: 0.1075 s/iter. ETA=0:00:11 [03/23 21:26:59] d2.evaluation.evaluator INFO: Inference done 348/410. Dataloading: 0.0034 s/iter. Inference: 0.1031 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:06 [03/23 21:27:04] d2.evaluation.evaluator INFO: Inference done 395/410. Dataloading: 0.0035 s/iter. Inference: 0.1030 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:01 [03/23 21:27:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.220776 (0.106718 s / iter per device, on 1 devices) [03/23 21:27:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.102656 s / iter per device, on 1 devices) [03/23 21:27:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 21:27:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 21:27:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 21:27:06] d2.evaluation.testing INFO: copypaste: 1.0375,4.3219,0.0000 [03/23 21:27:06] d2.utils.events INFO: eta: 6:17:17 iter: 62999 total_loss: 1.452 loss_cls: 0.00532 loss_box_reg: 0.01426 loss_rpn_cls: 0.0006103 loss_rpn_loc: 0.0009916 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.0357 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006426 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 0.9730 last_time: 1.1791 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 21:27:32] d2.utils.events INFO: eta: 6:16:50 iter: 63019 total_loss: 1.429 loss_cls: 0.00508 loss_box_reg: 0.01685 loss_rpn_cls: 0.0007538 loss_rpn_loc: 0.0008949 loss_D_img_s: 0.7127 loss_cls_pseudo: 0.01583 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002034 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6726 time: 0.9731 last_time: 1.3158 data_time: 0.0084 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 21:27:58] d2.utils.events INFO: eta: 6:16:10 iter: 63039 total_loss: 1.438 loss_cls: 0.004944 loss_box_reg: 0.01473 loss_rpn_cls: 0.0008833 loss_rpn_loc: 0.001114 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.01846 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002731 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 0.9732 last_time: 1.3581 data_time: 0.0077 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 21:28:23] d2.utils.events INFO: eta: 6:15:19 iter: 63059 total_loss: 1.432 loss_cls: 0.00432 loss_box_reg: 0.01187 loss_rpn_cls: 0.0005311 loss_rpn_loc: 0.0008454 loss_D_img_s: 0.6748 loss_cls_pseudo: 0.02156 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002625 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7049 time: 0.9733 last_time: 1.3511 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:28:49] d2.utils.events INFO: eta: 6:15:15 iter: 63079 total_loss: 1.446 loss_cls: 0.003759 loss_box_reg: 0.01285 loss_rpn_cls: 0.0004398 loss_rpn_loc: 0.0009105 loss_D_img_s: 0.6507 loss_cls_pseudo: 0.0276 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004715 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7304 time: 0.9734 last_time: 1.1573 data_time: 0.0080 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 21:29:16] d2.utils.events INFO: eta: 6:14:21 iter: 63099 total_loss: 1.458 loss_cls: 0.004426 loss_box_reg: 0.01725 loss_rpn_cls: 0.0005422 loss_rpn_loc: 0.0009433 loss_D_img_s: 0.6726 loss_cls_pseudo: 0.02793 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003862 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7189 time: 0.9735 last_time: 1.1879 data_time: 0.0088 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:29:43] d2.utils.events INFO: eta: 6:14:22 iter: 63119 total_loss: 1.454 loss_cls: 0.006273 loss_box_reg: 0.01585 loss_rpn_cls: 0.0008295 loss_rpn_loc: 0.001656 loss_D_img_s: 0.7242 loss_cls_pseudo: 0.03327 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004752 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.658 time: 0.9736 last_time: 1.6440 data_time: 0.0079 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 21:30:10] d2.utils.events INFO: eta: 6:14:11 iter: 63139 total_loss: 1.446 loss_cls: 0.005458 loss_box_reg: 0.0193 loss_rpn_cls: 0.0007673 loss_rpn_loc: 0.001169 loss_D_img_s: 0.706 loss_cls_pseudo: 0.02431 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003979 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6671 time: 0.9738 last_time: 1.3457 data_time: 0.0074 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 21:30:37] d2.utils.events INFO: eta: 6:14:04 iter: 63159 total_loss: 1.408 loss_cls: 0.003623 loss_box_reg: 0.01081 loss_rpn_cls: 0.0003211 loss_rpn_loc: 0.001022 loss_D_img_s: 0.698 loss_cls_pseudo: 0.01977 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002662 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6644 time: 0.9739 last_time: 1.2147 data_time: 0.0080 last_data_time: 0.0119 lr: 0.01 max_mem: 12687M [03/23 21:31:11] d2.utils.events INFO: eta: 6:13:58 iter: 63179 total_loss: 1.416 loss_cls: 0.003521 loss_box_reg: 0.01422 loss_rpn_cls: 0.0004269 loss_rpn_loc: 0.001007 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02212 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002575 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6541 time: 0.9741 last_time: 1.8726 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 21:31:41] d2.utils.events INFO: eta: 6:13:33 iter: 63199 total_loss: 1.415 loss_cls: 0.0051 loss_box_reg: 0.02019 loss_rpn_cls: 0.0006641 loss_rpn_loc: 0.001483 loss_D_img_s: 0.6855 loss_cls_pseudo: 0.01732 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002669 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6671 time: 0.9743 last_time: 1.1311 data_time: 0.0083 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 21:32:07] d2.utils.events INFO: eta: 6:12:48 iter: 63219 total_loss: 1.411 loss_cls: 0.005152 loss_box_reg: 0.01457 loss_rpn_cls: 0.0009634 loss_rpn_loc: 0.001135 loss_D_img_s: 0.693 loss_cls_pseudo: 0.01691 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003537 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.662 time: 0.9744 last_time: 1.2026 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 21:32:33] d2.utils.events INFO: eta: 6:12:18 iter: 63239 total_loss: 1.413 loss_cls: 0.003888 loss_box_reg: 0.01415 loss_rpn_cls: 0.0006688 loss_rpn_loc: 0.001148 loss_D_img_s: 0.6791 loss_cls_pseudo: 0.01603 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001419 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.9745 last_time: 1.3957 data_time: 0.0089 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 21:33:00] d2.utils.events INFO: eta: 6:11:52 iter: 63259 total_loss: 1.444 loss_cls: 0.004395 loss_box_reg: 0.01399 loss_rpn_cls: 0.0004763 loss_rpn_loc: 0.0009391 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.01578 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00288 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 0.9746 last_time: 1.1687 data_time: 0.0088 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 21:33:26] d2.utils.events INFO: eta: 6:11:24 iter: 63279 total_loss: 1.442 loss_cls: 0.004447 loss_box_reg: 0.01313 loss_rpn_cls: 0.0004943 loss_rpn_loc: 0.0008017 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01717 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002607 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7 time: 0.9747 last_time: 1.3441 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 21:33:51] d2.utils.events INFO: eta: 6:10:38 iter: 63299 total_loss: 1.448 loss_cls: 0.004131 loss_box_reg: 0.01472 loss_rpn_cls: 0.0005632 loss_rpn_loc: 0.001088 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.02169 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00472 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6975 time: 0.9748 last_time: 1.2040 data_time: 0.0087 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 21:34:18] d2.utils.events INFO: eta: 6:10:39 iter: 63319 total_loss: 1.43 loss_cls: 0.005349 loss_box_reg: 0.01604 loss_rpn_cls: 0.0007006 loss_rpn_loc: 0.00105 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.01885 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002162 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.9749 last_time: 1.3952 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:34:45] d2.utils.events INFO: eta: 6:10:23 iter: 63339 total_loss: 1.42 loss_cls: 0.004886 loss_box_reg: 0.01844 loss_rpn_cls: 0.0006669 loss_rpn_loc: 0.001239 loss_D_img_s: 0.6815 loss_cls_pseudo: 0.01442 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002368 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 0.9750 last_time: 1.1624 data_time: 0.0086 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 21:35:11] d2.utils.events INFO: eta: 6:09:28 iter: 63359 total_loss: 1.416 loss_cls: 0.004787 loss_box_reg: 0.01431 loss_rpn_cls: 0.000449 loss_rpn_loc: 0.001237 loss_D_img_s: 0.6921 loss_cls_pseudo: 0.01482 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001938 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6847 time: 0.9751 last_time: 1.1507 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 21:35:38] d2.utils.events INFO: eta: 6:09:10 iter: 63379 total_loss: 1.438 loss_cls: 0.006924 loss_box_reg: 0.0183 loss_rpn_cls: 0.0006347 loss_rpn_loc: 0.001605 loss_D_img_s: 0.7202 loss_cls_pseudo: 0.02215 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004427 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6601 time: 0.9752 last_time: 1.3617 data_time: 0.0081 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 21:36:04] d2.utils.events INFO: eta: 6:08:35 iter: 63399 total_loss: 1.424 loss_cls: 0.004972 loss_box_reg: 0.01428 loss_rpn_cls: 0.0004478 loss_rpn_loc: 0.001031 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.02462 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003399 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6716 time: 0.9753 last_time: 1.3836 data_time: 0.0075 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 21:36:31] d2.utils.events INFO: eta: 6:08:17 iter: 63419 total_loss: 1.43 loss_cls: 0.005122 loss_box_reg: 0.01522 loss_rpn_cls: 0.0005611 loss_rpn_loc: 0.001448 loss_D_img_s: 0.6556 loss_cls_pseudo: 0.022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7181 time: 0.9755 last_time: 1.2125 data_time: 0.0087 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 21:36:57] d2.utils.events INFO: eta: 6:07:50 iter: 63439 total_loss: 1.455 loss_cls: 0.004482 loss_box_reg: 0.01441 loss_rpn_cls: 0.001144 loss_rpn_loc: 0.001179 loss_D_img_s: 0.6826 loss_cls_pseudo: 0.02442 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003402 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.9756 last_time: 1.1782 data_time: 0.0077 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:37:23] d2.utils.events INFO: eta: 6:07:44 iter: 63459 total_loss: 1.443 loss_cls: 0.003871 loss_box_reg: 0.01484 loss_rpn_cls: 0.0008102 loss_rpn_loc: 0.0009234 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.02895 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005671 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6999 time: 0.9757 last_time: 1.3591 data_time: 0.0077 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 21:37:50] d2.utils.events INFO: eta: 6:07:18 iter: 63479 total_loss: 1.43 loss_cls: 0.00354 loss_box_reg: 0.01233 loss_rpn_cls: 0.0004039 loss_rpn_loc: 0.001185 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.0161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004471 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 0.9758 last_time: 1.1853 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 21:38:17] d2.utils.events INFO: eta: 6:07:03 iter: 63499 total_loss: 1.45 loss_cls: 0.004671 loss_box_reg: 0.01394 loss_rpn_cls: 0.0008931 loss_rpn_loc: 0.0009664 loss_D_img_s: 0.6885 loss_cls_pseudo: 0.02594 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00424 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.696 time: 0.9759 last_time: 1.1632 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 21:38:42] d2.utils.events INFO: eta: 6:06:21 iter: 63519 total_loss: 1.428 loss_cls: 0.003725 loss_box_reg: 0.01111 loss_rpn_cls: 0.0005233 loss_rpn_loc: 0.0007358 loss_D_img_s: 0.6913 loss_cls_pseudo: 0.01823 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004917 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.696 time: 0.9760 last_time: 1.2158 data_time: 0.0094 last_data_time: 0.0155 lr: 0.01 max_mem: 12687M [03/23 21:39:09] d2.utils.events INFO: eta: 6:05:54 iter: 63539 total_loss: 1.443 loss_cls: 0.004421 loss_box_reg: 0.01385 loss_rpn_cls: 0.001017 loss_rpn_loc: 0.00125 loss_D_img_s: 0.7012 loss_cls_pseudo: 0.02544 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004449 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.9761 last_time: 1.1951 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 21:39:35] d2.utils.events INFO: eta: 6:05:17 iter: 63559 total_loss: 1.441 loss_cls: 0.003706 loss_box_reg: 0.01008 loss_rpn_cls: 0.0003982 loss_rpn_loc: 0.001077 loss_D_img_s: 0.7 loss_cls_pseudo: 0.0262 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005718 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.9762 last_time: 1.2960 data_time: 0.0081 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 21:40:01] d2.utils.events INFO: eta: 6:04:45 iter: 63579 total_loss: 1.441 loss_cls: 0.004977 loss_box_reg: 0.01515 loss_rpn_cls: 0.0002926 loss_rpn_loc: 0.001205 loss_D_img_s: 0.6874 loss_cls_pseudo: 0.02709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003387 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7007 time: 0.9763 last_time: 1.3757 data_time: 0.0084 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 21:40:27] d2.utils.events INFO: eta: 6:04:11 iter: 63599 total_loss: 1.437 loss_cls: 0.00422 loss_box_reg: 0.01241 loss_rpn_cls: 0.0003725 loss_rpn_loc: 0.00121 loss_D_img_s: 0.6776 loss_cls_pseudo: 0.02452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003851 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 0.9764 last_time: 1.1721 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 21:40:53] d2.utils.events INFO: eta: 6:03:53 iter: 63619 total_loss: 1.426 loss_cls: 0.003543 loss_box_reg: 0.0126 loss_rpn_cls: 0.0004236 loss_rpn_loc: 0.0007383 loss_D_img_s: 0.6735 loss_cls_pseudo: 0.02056 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002471 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7074 time: 0.9765 last_time: 1.2020 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 21:41:20] d2.utils.events INFO: eta: 6:03:37 iter: 63639 total_loss: 1.446 loss_cls: 0.004952 loss_box_reg: 0.01703 loss_rpn_cls: 0.0006974 loss_rpn_loc: 0.001394 loss_D_img_s: 0.6776 loss_cls_pseudo: 0.02596 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004814 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7087 time: 0.9766 last_time: 1.1842 data_time: 0.0080 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 21:41:47] d2.utils.events INFO: eta: 6:03:15 iter: 63659 total_loss: 1.444 loss_cls: 0.004142 loss_box_reg: 0.0156 loss_rpn_cls: 0.0005031 loss_rpn_loc: 0.001236 loss_D_img_s: 0.6703 loss_cls_pseudo: 0.02572 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006207 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7172 time: 0.9767 last_time: 1.1951 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 21:42:13] d2.utils.events INFO: eta: 6:03:05 iter: 63679 total_loss: 1.447 loss_cls: 0.004036 loss_box_reg: 0.01409 loss_rpn_cls: 0.0006948 loss_rpn_loc: 0.0007345 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.02522 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008569 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.9769 last_time: 1.3231 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 21:42:40] d2.utils.events INFO: eta: 6:03:07 iter: 63699 total_loss: 1.435 loss_cls: 0.005146 loss_box_reg: 0.01207 loss_rpn_cls: 0.0006792 loss_rpn_loc: 0.001012 loss_D_img_s: 0.731 loss_cls_pseudo: 0.0209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004542 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6509 time: 0.9770 last_time: 1.2196 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 21:43:05] d2.utils.events INFO: eta: 6:02:09 iter: 63719 total_loss: 1.44 loss_cls: 0.005595 loss_box_reg: 0.01496 loss_rpn_cls: 0.0007058 loss_rpn_loc: 0.001161 loss_D_img_s: 0.694 loss_cls_pseudo: 0.02136 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005099 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 0.9771 last_time: 1.3776 data_time: 0.0088 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 21:43:32] d2.utils.events INFO: eta: 6:02:07 iter: 63739 total_loss: 1.427 loss_cls: 0.005302 loss_box_reg: 0.01399 loss_rpn_cls: 0.0007859 loss_rpn_loc: 0.00109 loss_D_img_s: 0.6725 loss_cls_pseudo: 0.01718 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003877 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 0.9772 last_time: 1.1959 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 21:44:00] d2.utils.events INFO: eta: 6:01:26 iter: 63759 total_loss: 1.43 loss_cls: 0.002932 loss_box_reg: 0.01297 loss_rpn_cls: 0.0005101 loss_rpn_loc: 0.001043 loss_D_img_s: 0.6831 loss_cls_pseudo: 0.01967 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005414 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 0.9773 last_time: 1.4316 data_time: 0.0091 last_data_time: 0.0134 lr: 0.01 max_mem: 12687M [03/23 21:44:26] d2.utils.events INFO: eta: 6:00:35 iter: 63779 total_loss: 1.431 loss_cls: 0.006127 loss_box_reg: 0.01393 loss_rpn_cls: 0.0005434 loss_rpn_loc: 0.000908 loss_D_img_s: 0.6919 loss_cls_pseudo: 0.02142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.682 time: 0.9774 last_time: 1.3051 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 21:44:51] d2.utils.events INFO: eta: 5:59:53 iter: 63799 total_loss: 1.437 loss_cls: 0.005087 loss_box_reg: 0.01519 loss_rpn_cls: 0.0006358 loss_rpn_loc: 0.001141 loss_D_img_s: 0.6827 loss_cls_pseudo: 0.01639 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003694 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 0.9775 last_time: 1.2445 data_time: 0.0084 last_data_time: 0.0113 lr: 0.01 max_mem: 12687M [03/23 21:45:18] d2.utils.events INFO: eta: 5:59:37 iter: 63819 total_loss: 1.444 loss_cls: 0.005793 loss_box_reg: 0.01383 loss_rpn_cls: 0.0007153 loss_rpn_loc: 0.001314 loss_D_img_s: 0.7038 loss_cls_pseudo: 0.01729 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002069 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 0.9776 last_time: 1.3318 data_time: 0.0081 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 21:45:44] d2.utils.events INFO: eta: 5:59:00 iter: 63839 total_loss: 1.443 loss_cls: 0.004022 loss_box_reg: 0.01638 loss_rpn_cls: 0.0006981 loss_rpn_loc: 0.001299 loss_D_img_s: 0.7128 loss_cls_pseudo: 0.01453 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001935 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6812 time: 0.9777 last_time: 1.4898 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 21:46:11] d2.utils.events INFO: eta: 5:58:32 iter: 63859 total_loss: 1.427 loss_cls: 0.002934 loss_box_reg: 0.01262 loss_rpn_cls: 0.0004041 loss_rpn_loc: 0.0007913 loss_D_img_s: 0.694 loss_cls_pseudo: 0.01637 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002606 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6911 time: 0.9778 last_time: 1.1342 data_time: 0.0078 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 21:46:37] d2.utils.events INFO: eta: 5:58:04 iter: 63879 total_loss: 1.443 loss_cls: 0.006242 loss_box_reg: 0.01745 loss_rpn_cls: 0.000688 loss_rpn_loc: 0.001254 loss_D_img_s: 0.6919 loss_cls_pseudo: 0.02482 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005513 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 0.9779 last_time: 1.1318 data_time: 0.0085 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 21:47:05] d2.utils.events INFO: eta: 5:57:50 iter: 63899 total_loss: 1.425 loss_cls: 0.003017 loss_box_reg: 0.01157 loss_rpn_cls: 0.0004378 loss_rpn_loc: 0.001038 loss_D_img_s: 0.7147 loss_cls_pseudo: 0.01818 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002491 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6702 time: 0.9780 last_time: 1.3222 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 21:47:31] d2.utils.events INFO: eta: 5:57:28 iter: 63919 total_loss: 1.438 loss_cls: 0.00557 loss_box_reg: 0.01448 loss_rpn_cls: 0.0005819 loss_rpn_loc: 0.001017 loss_D_img_s: 0.7311 loss_cls_pseudo: 0.0219 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002736 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6548 time: 0.9782 last_time: 1.2210 data_time: 0.0086 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 21:47:57] d2.utils.events INFO: eta: 5:57:09 iter: 63939 total_loss: 1.468 loss_cls: 0.003699 loss_box_reg: 0.01257 loss_rpn_cls: 0.0007326 loss_rpn_loc: 0.001129 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.02904 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004753 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 0.9783 last_time: 1.1917 data_time: 0.0083 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 21:48:23] d2.utils.events INFO: eta: 5:56:49 iter: 63959 total_loss: 1.421 loss_cls: 0.00347 loss_box_reg: 0.01188 loss_rpn_cls: 0.0006869 loss_rpn_loc: 0.001395 loss_D_img_s: 0.6695 loss_cls_pseudo: 0.01533 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001009 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7132 time: 0.9784 last_time: 1.2036 data_time: 0.0085 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 21:48:50] d2.utils.events INFO: eta: 5:56:22 iter: 63979 total_loss: 1.423 loss_cls: 0.003658 loss_box_reg: 0.01195 loss_rpn_cls: 0.0004814 loss_rpn_loc: 0.001037 loss_D_img_s: 0.6548 loss_cls_pseudo: 0.02157 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7262 time: 0.9785 last_time: 1.3216 data_time: 0.0080 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 21:49:16] d2.data.common INFO: Serializing the dataset using: [03/23 21:49:16] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 21:49:16] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 21:49:16] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 21:49:16] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 21:49:18] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0021 s/iter. Inference: 0.1217 s/iter. Eval: 0.0002 s/iter. Total: 0.1241 s/iter. ETA=0:00:49 [03/23 21:49:23] d2.evaluation.evaluator INFO: Inference done 54/410. Dataloading: 0.0035 s/iter. Inference: 0.1152 s/iter. Eval: 0.0002 s/iter. Total: 0.1190 s/iter. ETA=0:00:42 [03/23 21:49:28] d2.evaluation.evaluator INFO: Inference done 96/410. Dataloading: 0.0033 s/iter. Inference: 0.1157 s/iter. Eval: 0.0002 s/iter. Total: 0.1193 s/iter. ETA=0:00:37 [03/23 21:49:34] d2.evaluation.evaluator INFO: Inference done 140/410. Dataloading: 0.0044 s/iter. Inference: 0.1134 s/iter. Eval: 0.0003 s/iter. Total: 0.1182 s/iter. ETA=0:00:31 [03/23 21:49:39] d2.evaluation.evaluator INFO: Inference done 188/410. Dataloading: 0.0048 s/iter. Inference: 0.1096 s/iter. Eval: 0.0003 s/iter. Total: 0.1148 s/iter. ETA=0:00:25 [03/23 21:49:44] d2.evaluation.evaluator INFO: Inference done 237/410. Dataloading: 0.0043 s/iter. Inference: 0.1074 s/iter. Eval: 0.0003 s/iter. Total: 0.1122 s/iter. ETA=0:00:19 [03/23 21:49:49] d2.evaluation.evaluator INFO: Inference done 288/410. Dataloading: 0.0042 s/iter. Inference: 0.1056 s/iter. Eval: 0.0003 s/iter. Total: 0.1101 s/iter. ETA=0:00:13 [03/23 21:49:54] d2.evaluation.evaluator INFO: Inference done 341/410. Dataloading: 0.0038 s/iter. Inference: 0.1036 s/iter. Eval: 0.0003 s/iter. Total: 0.1078 s/iter. ETA=0:00:07 [03/23 21:49:59] d2.evaluation.evaluator INFO: Inference done 385/410. Dataloading: 0.0038 s/iter. Inference: 0.1044 s/iter. Eval: 0.0003 s/iter. Total: 0.1085 s/iter. ETA=0:00:02 [03/23 21:50:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.705640 (0.107915 s / iter per device, on 1 devices) [03/23 21:50:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.103653 s / iter per device, on 1 devices) [03/23 21:50:02] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 21:50:02] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 21:50:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 21:50:02] d2.evaluation.testing INFO: copypaste: 1.4283,5.2422,0.1152 [03/23 21:50:02] d2.data.common INFO: Serializing the dataset using: [03/23 21:50:02] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 21:50:02] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 21:50:02] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 21:50:02] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 21:50:04] d2.evaluation.evaluator INFO: Inference done 12/410. Dataloading: 0.0154 s/iter. Inference: 0.1135 s/iter. Eval: 0.0002 s/iter. Total: 0.1292 s/iter. ETA=0:00:51 [03/23 21:50:09] d2.evaluation.evaluator INFO: Inference done 59/410. Dataloading: 0.0040 s/iter. Inference: 0.1052 s/iter. Eval: 0.0002 s/iter. Total: 0.1096 s/iter. ETA=0:00:38 [03/23 21:50:14] d2.evaluation.evaluator INFO: Inference done 107/410. Dataloading: 0.0045 s/iter. Inference: 0.1023 s/iter. Eval: 0.0002 s/iter. Total: 0.1071 s/iter. ETA=0:00:32 [03/23 21:50:19] d2.evaluation.evaluator INFO: Inference done 153/410. Dataloading: 0.0042 s/iter. Inference: 0.1032 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:27 [03/23 21:50:24] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0038 s/iter. Inference: 0.1029 s/iter. Eval: 0.0003 s/iter. Total: 0.1070 s/iter. ETA=0:00:22 [03/23 21:50:29] d2.evaluation.evaluator INFO: Inference done 251/410. Dataloading: 0.0036 s/iter. Inference: 0.1023 s/iter. Eval: 0.0003 s/iter. Total: 0.1062 s/iter. ETA=0:00:16 [03/23 21:50:34] d2.evaluation.evaluator INFO: Inference done 298/410. Dataloading: 0.0035 s/iter. Inference: 0.1027 s/iter. Eval: 0.0003 s/iter. Total: 0.1066 s/iter. ETA=0:00:11 [03/23 21:50:39] d2.evaluation.evaluator INFO: Inference done 346/410. Dataloading: 0.0034 s/iter. Inference: 0.1025 s/iter. Eval: 0.0003 s/iter. Total: 0.1063 s/iter. ETA=0:00:06 [03/23 21:50:44] d2.evaluation.evaluator INFO: Inference done 392/410. Dataloading: 0.0035 s/iter. Inference: 0.1029 s/iter. Eval: 0.0003 s/iter. Total: 0.1067 s/iter. ETA=0:00:01 [03/23 21:50:46] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.207470 (0.106685 s / iter per device, on 1 devices) [03/23 21:50:46] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.102670 s / iter per device, on 1 devices) [03/23 21:50:47] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 21:50:47] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 21:50:47] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 21:50:47] d2.evaluation.testing INFO: copypaste: 1.1127,4.8710,0.0007 [03/23 21:50:47] d2.utils.events INFO: eta: 5:56:01 iter: 63999 total_loss: 1.432 loss_cls: 0.003321 loss_box_reg: 0.01324 loss_rpn_cls: 0.0002785 loss_rpn_loc: 0.001202 loss_D_img_s: 0.6551 loss_cls_pseudo: 0.02353 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002554 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7267 time: 0.9786 last_time: 1.1451 data_time: 0.0083 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 21:51:12] d2.utils.events INFO: eta: 5:55:58 iter: 64019 total_loss: 1.416 loss_cls: 0.003757 loss_box_reg: 0.01003 loss_rpn_cls: 0.0003813 loss_rpn_loc: 0.0008373 loss_D_img_s: 0.6783 loss_cls_pseudo: 0.0138 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002832 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 0.9787 last_time: 1.1510 data_time: 0.0081 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:51:38] d2.utils.events INFO: eta: 5:55:33 iter: 64039 total_loss: 1.438 loss_cls: 0.002993 loss_box_reg: 0.01202 loss_rpn_cls: 0.0003587 loss_rpn_loc: 0.001184 loss_D_img_s: 0.7002 loss_cls_pseudo: 0.01978 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6771 time: 0.9788 last_time: 1.3614 data_time: 0.0076 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 21:52:05] d2.utils.events INFO: eta: 5:55:11 iter: 64059 total_loss: 1.439 loss_cls: 0.004957 loss_box_reg: 0.01709 loss_rpn_cls: 0.0009812 loss_rpn_loc: 0.001127 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.01085 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002324 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 0.9789 last_time: 1.1528 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 21:52:31] d2.utils.events INFO: eta: 5:54:45 iter: 64079 total_loss: 1.432 loss_cls: 0.003178 loss_box_reg: 0.01364 loss_rpn_cls: 0.000421 loss_rpn_loc: 0.0008924 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.01276 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001672 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6768 time: 0.9790 last_time: 1.3197 data_time: 0.0084 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 21:52:56] d2.utils.events INFO: eta: 5:54:21 iter: 64099 total_loss: 1.431 loss_cls: 0.005306 loss_box_reg: 0.01468 loss_rpn_cls: 0.0005811 loss_rpn_loc: 0.001057 loss_D_img_s: 0.7033 loss_cls_pseudo: 0.01115 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003243 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6841 time: 0.9791 last_time: 1.1639 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 21:53:22] d2.utils.events INFO: eta: 5:53:49 iter: 64119 total_loss: 1.428 loss_cls: 0.004645 loss_box_reg: 0.01427 loss_rpn_cls: 0.0006479 loss_rpn_loc: 0.00137 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01166 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 0.9792 last_time: 1.3459 data_time: 0.0079 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 21:53:48] d2.utils.events INFO: eta: 5:53:20 iter: 64139 total_loss: 1.434 loss_cls: 0.007004 loss_box_reg: 0.0192 loss_rpn_cls: 0.0007746 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6858 loss_cls_pseudo: 0.01612 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001989 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6972 time: 0.9793 last_time: 1.1914 data_time: 0.0085 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 21:54:13] d2.utils.events INFO: eta: 5:51:58 iter: 64159 total_loss: 1.444 loss_cls: 0.004741 loss_box_reg: 0.01525 loss_rpn_cls: 0.0009878 loss_rpn_loc: 0.001269 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.02329 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002856 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.9794 last_time: 1.1151 data_time: 0.0082 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 21:54:40] d2.utils.events INFO: eta: 5:51:12 iter: 64179 total_loss: 1.439 loss_cls: 0.003902 loss_box_reg: 0.01268 loss_rpn_cls: 0.0004693 loss_rpn_loc: 0.0009715 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.02317 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002589 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 0.9795 last_time: 1.4696 data_time: 0.0079 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 21:55:05] d2.utils.events INFO: eta: 5:50:24 iter: 64199 total_loss: 1.437 loss_cls: 0.005399 loss_box_reg: 0.01267 loss_rpn_cls: 0.0004223 loss_rpn_loc: 0.001034 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.01728 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002872 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6964 time: 0.9796 last_time: 1.1668 data_time: 0.0077 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 21:55:32] d2.utils.events INFO: eta: 5:50:15 iter: 64219 total_loss: 1.439 loss_cls: 0.007048 loss_box_reg: 0.01296 loss_rpn_cls: 0.0006187 loss_rpn_loc: 0.001192 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.01889 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001865 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9797 last_time: 1.4092 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 21:55:58] d2.utils.events INFO: eta: 5:49:49 iter: 64239 total_loss: 1.439 loss_cls: 0.004082 loss_box_reg: 0.01537 loss_rpn_cls: 0.0006245 loss_rpn_loc: 0.001264 loss_D_img_s: 0.7006 loss_cls_pseudo: 0.02508 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003659 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6843 time: 0.9798 last_time: 1.1604 data_time: 0.0076 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 21:56:23] d2.utils.events INFO: eta: 5:49:05 iter: 64259 total_loss: 1.424 loss_cls: 0.00279 loss_box_reg: 0.01112 loss_rpn_cls: 0.0002577 loss_rpn_loc: 0.0007161 loss_D_img_s: 0.6778 loss_cls_pseudo: 0.016 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001752 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.707 time: 0.9798 last_time: 1.3133 data_time: 0.0081 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 21:56:50] d2.utils.events INFO: eta: 5:48:57 iter: 64279 total_loss: 1.44 loss_cls: 0.004122 loss_box_reg: 0.01452 loss_rpn_cls: 0.0005603 loss_rpn_loc: 0.001164 loss_D_img_s: 0.6742 loss_cls_pseudo: 0.02548 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002845 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7074 time: 0.9800 last_time: 1.1882 data_time: 0.0075 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 21:57:15] d2.utils.events INFO: eta: 5:48:35 iter: 64299 total_loss: 1.449 loss_cls: 0.005567 loss_box_reg: 0.01992 loss_rpn_cls: 0.0009191 loss_rpn_loc: 0.001102 loss_D_img_s: 0.6876 loss_cls_pseudo: 0.02527 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004245 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.9801 last_time: 1.1619 data_time: 0.0082 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 21:57:42] d2.utils.events INFO: eta: 5:48:03 iter: 64319 total_loss: 1.424 loss_cls: 0.004662 loss_box_reg: 0.01435 loss_rpn_cls: 0.0004793 loss_rpn_loc: 0.0009535 loss_D_img_s: 0.7033 loss_cls_pseudo: 0.01568 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0026 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6813 time: 0.9802 last_time: 1.1934 data_time: 0.0080 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 21:58:08] d2.utils.events INFO: eta: 5:47:36 iter: 64339 total_loss: 1.429 loss_cls: 0.003119 loss_box_reg: 0.01307 loss_rpn_cls: 0.0003851 loss_rpn_loc: 0.0008597 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.02423 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003317 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 0.9803 last_time: 1.4048 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 21:58:33] d2.utils.events INFO: eta: 5:47:10 iter: 64359 total_loss: 1.431 loss_cls: 0.003104 loss_box_reg: 0.01347 loss_rpn_cls: 0.0004009 loss_rpn_loc: 0.0008616 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.01604 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002088 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6907 time: 0.9803 last_time: 1.2163 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 21:58:59] d2.utils.events INFO: eta: 5:46:30 iter: 64379 total_loss: 1.443 loss_cls: 0.004533 loss_box_reg: 0.01369 loss_rpn_cls: 0.0004829 loss_rpn_loc: 0.001083 loss_D_img_s: 0.7001 loss_cls_pseudo: 0.02501 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005727 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.9804 last_time: 1.1500 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 21:59:24] d2.utils.events INFO: eta: 5:45:37 iter: 64399 total_loss: 1.446 loss_cls: 0.006937 loss_box_reg: 0.01967 loss_rpn_cls: 0.000838 loss_rpn_loc: 0.0008403 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.02209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002925 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.9805 last_time: 1.2891 data_time: 0.0074 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 21:59:49] d2.utils.events INFO: eta: 5:45:07 iter: 64419 total_loss: 1.428 loss_cls: 0.004875 loss_box_reg: 0.01446 loss_rpn_cls: 0.0005426 loss_rpn_loc: 0.001189 loss_D_img_s: 0.6749 loss_cls_pseudo: 0.02092 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003455 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7016 time: 0.9806 last_time: 1.4316 data_time: 0.0075 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 22:00:15] d2.utils.events INFO: eta: 5:44:35 iter: 64439 total_loss: 1.449 loss_cls: 0.00369 loss_box_reg: 0.01393 loss_rpn_cls: 0.0003805 loss_rpn_loc: 0.0009838 loss_D_img_s: 0.6875 loss_cls_pseudo: 0.03422 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008923 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9807 last_time: 1.2765 data_time: 0.0079 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 22:00:40] d2.utils.events INFO: eta: 5:43:51 iter: 64459 total_loss: 1.43 loss_cls: 0.004905 loss_box_reg: 0.01295 loss_rpn_cls: 0.0006472 loss_rpn_loc: 0.001043 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.02278 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004813 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6699 time: 0.9808 last_time: 1.1685 data_time: 0.0077 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 22:01:06] d2.utils.events INFO: eta: 5:43:09 iter: 64479 total_loss: 1.439 loss_cls: 0.005822 loss_box_reg: 0.01409 loss_rpn_cls: 0.0008129 loss_rpn_loc: 0.0009958 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.02724 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005664 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6843 time: 0.9809 last_time: 1.4409 data_time: 0.0085 last_data_time: 0.0125 lr: 0.01 max_mem: 12687M [03/23 22:01:31] d2.utils.events INFO: eta: 5:42:06 iter: 64499 total_loss: 1.426 loss_cls: 0.004553 loss_box_reg: 0.01374 loss_rpn_cls: 0.0004193 loss_rpn_loc: 0.001028 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.02537 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00188 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.9810 last_time: 1.1544 data_time: 0.0086 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 22:01:57] d2.utils.events INFO: eta: 5:41:27 iter: 64519 total_loss: 1.431 loss_cls: 0.004277 loss_box_reg: 0.01405 loss_rpn_cls: 0.0002733 loss_rpn_loc: 0.000974 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.01554 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001802 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 0.9811 last_time: 1.1592 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 22:02:23] d2.utils.events INFO: eta: 5:40:49 iter: 64539 total_loss: 1.447 loss_cls: 0.004758 loss_box_reg: 0.01554 loss_rpn_cls: 0.000522 loss_rpn_loc: 0.001119 loss_D_img_s: 0.7232 loss_cls_pseudo: 0.03528 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007852 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6624 time: 0.9812 last_time: 1.1940 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 22:02:48] d2.utils.events INFO: eta: 5:39:52 iter: 64559 total_loss: 1.452 loss_cls: 0.003571 loss_box_reg: 0.01541 loss_rpn_cls: 0.0004722 loss_rpn_loc: 0.001016 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.02635 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00316 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.9813 last_time: 1.1088 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 22:03:15] d2.utils.events INFO: eta: 5:39:44 iter: 64579 total_loss: 1.425 loss_cls: 0.004257 loss_box_reg: 0.0127 loss_rpn_cls: 0.0003618 loss_rpn_loc: 0.001232 loss_D_img_s: 0.6729 loss_cls_pseudo: 0.01386 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7124 time: 0.9814 last_time: 1.3751 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 22:03:40] d2.utils.events INFO: eta: 5:38:57 iter: 64599 total_loss: 1.43 loss_cls: 0.004093 loss_box_reg: 0.0151 loss_rpn_cls: 0.0003018 loss_rpn_loc: 0.00105 loss_D_img_s: 0.6721 loss_cls_pseudo: 0.01768 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002042 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7127 time: 0.9815 last_time: 1.2951 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 22:04:07] d2.utils.events INFO: eta: 5:38:21 iter: 64619 total_loss: 1.435 loss_cls: 0.003705 loss_box_reg: 0.01523 loss_rpn_cls: 0.0006823 loss_rpn_loc: 0.001055 loss_D_img_s: 0.6721 loss_cls_pseudo: 0.01649 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002379 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7167 time: 0.9816 last_time: 1.1700 data_time: 0.0081 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:04:33] d2.utils.events INFO: eta: 5:37:58 iter: 64639 total_loss: 1.446 loss_cls: 0.004935 loss_box_reg: 0.01638 loss_rpn_cls: 0.0007057 loss_rpn_loc: 0.001263 loss_D_img_s: 0.6981 loss_cls_pseudo: 0.02385 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004256 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6892 time: 0.9817 last_time: 1.3971 data_time: 0.0078 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 22:04:58] d2.utils.events INFO: eta: 5:37:25 iter: 64659 total_loss: 1.437 loss_cls: 0.003885 loss_box_reg: 0.01527 loss_rpn_cls: 0.0007115 loss_rpn_loc: 0.001179 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.01699 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004509 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6834 time: 0.9818 last_time: 1.1671 data_time: 0.0076 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 22:05:25] d2.utils.events INFO: eta: 5:36:58 iter: 64679 total_loss: 1.437 loss_cls: 0.004728 loss_box_reg: 0.01656 loss_rpn_cls: 0.0008017 loss_rpn_loc: 0.000981 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.01907 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002001 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6944 time: 0.9819 last_time: 1.1596 data_time: 0.0076 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 22:05:51] d2.utils.events INFO: eta: 5:36:20 iter: 64699 total_loss: 1.428 loss_cls: 0.005857 loss_box_reg: 0.01502 loss_rpn_cls: 0.0005394 loss_rpn_loc: 0.001048 loss_D_img_s: 0.6705 loss_cls_pseudo: 0.02217 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002897 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7098 time: 0.9820 last_time: 1.1507 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:06:17] d2.utils.events INFO: eta: 5:35:59 iter: 64719 total_loss: 1.43 loss_cls: 0.004194 loss_box_reg: 0.01326 loss_rpn_cls: 0.0003314 loss_rpn_loc: 0.001185 loss_D_img_s: 0.6759 loss_cls_pseudo: 0.0202 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7047 time: 0.9821 last_time: 1.1867 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 22:06:44] d2.utils.events INFO: eta: 5:35:27 iter: 64739 total_loss: 1.441 loss_cls: 0.006167 loss_box_reg: 0.01659 loss_rpn_cls: 0.0007447 loss_rpn_loc: 0.0009446 loss_D_img_s: 0.7045 loss_cls_pseudo: 0.01979 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0026 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.9822 last_time: 1.2253 data_time: 0.0077 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 22:07:10] d2.utils.events INFO: eta: 5:34:38 iter: 64759 total_loss: 1.429 loss_cls: 0.004388 loss_box_reg: 0.01193 loss_rpn_cls: 0.0004867 loss_rpn_loc: 0.001093 loss_D_img_s: 0.7222 loss_cls_pseudo: 0.01461 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001662 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6653 time: 0.9823 last_time: 1.3794 data_time: 0.0093 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 22:07:36] d2.utils.events INFO: eta: 5:33:57 iter: 64779 total_loss: 1.431 loss_cls: 0.004189 loss_box_reg: 0.01339 loss_rpn_cls: 0.0003513 loss_rpn_loc: 0.00115 loss_D_img_s: 0.6623 loss_cls_pseudo: 0.01485 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00149 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7154 time: 0.9824 last_time: 1.3516 data_time: 0.0076 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 22:08:01] d2.utils.events INFO: eta: 5:33:45 iter: 64799 total_loss: 1.429 loss_cls: 0.003965 loss_box_reg: 0.01306 loss_rpn_cls: 0.0003313 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6501 loss_cls_pseudo: 0.02575 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003784 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7324 time: 0.9825 last_time: 1.3936 data_time: 0.0081 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 22:08:27] d2.utils.events INFO: eta: 5:32:25 iter: 64819 total_loss: 1.434 loss_cls: 0.004197 loss_box_reg: 0.0142 loss_rpn_cls: 0.0003362 loss_rpn_loc: 0.001 loss_D_img_s: 0.6892 loss_cls_pseudo: 0.01447 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001869 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7029 time: 0.9825 last_time: 1.3050 data_time: 0.0075 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 22:08:56] d2.utils.events INFO: eta: 5:32:13 iter: 64839 total_loss: 1.427 loss_cls: 0.003761 loss_box_reg: 0.0161 loss_rpn_cls: 0.0003874 loss_rpn_loc: 0.0009863 loss_D_img_s: 0.7189 loss_cls_pseudo: 0.01788 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002146 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6637 time: 0.9827 last_time: 1.8071 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 22:09:31] d2.utils.events INFO: eta: 5:32:52 iter: 64859 total_loss: 1.437 loss_cls: 0.004283 loss_box_reg: 0.01264 loss_rpn_cls: 0.0009872 loss_rpn_loc: 0.001217 loss_D_img_s: 0.7501 loss_cls_pseudo: 0.0141 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00255 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6394 time: 0.9829 last_time: 1.7751 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 22:09:56] d2.utils.events INFO: eta: 5:32:00 iter: 64879 total_loss: 1.43 loss_cls: 0.003899 loss_box_reg: 0.01342 loss_rpn_cls: 0.0007535 loss_rpn_loc: 0.001126 loss_D_img_s: 0.7151 loss_cls_pseudo: 0.01906 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001692 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6689 time: 0.9830 last_time: 1.2659 data_time: 0.0080 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/23 22:10:23] d2.utils.events INFO: eta: 5:30:40 iter: 64899 total_loss: 1.428 loss_cls: 0.002864 loss_box_reg: 0.01227 loss_rpn_cls: 0.0003634 loss_rpn_loc: 0.0008974 loss_D_img_s: 0.6906 loss_cls_pseudo: 0.01786 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001854 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.9831 last_time: 1.1719 data_time: 0.0081 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 22:10:48] d2.utils.events INFO: eta: 5:29:57 iter: 64919 total_loss: 1.433 loss_cls: 0.003791 loss_box_reg: 0.01286 loss_rpn_cls: 0.0007211 loss_rpn_loc: 0.00109 loss_D_img_s: 0.693 loss_cls_pseudo: 0.0189 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6918 time: 0.9832 last_time: 1.3776 data_time: 0.0079 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 22:11:14] d2.utils.events INFO: eta: 5:29:36 iter: 64939 total_loss: 1.434 loss_cls: 0.004713 loss_box_reg: 0.01419 loss_rpn_cls: 0.0007905 loss_rpn_loc: 0.001134 loss_D_img_s: 0.6953 loss_cls_pseudo: 0.01743 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001601 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 0.9833 last_time: 1.1595 data_time: 0.0079 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 22:11:41] d2.utils.events INFO: eta: 5:29:14 iter: 64959 total_loss: 1.445 loss_cls: 0.005039 loss_box_reg: 0.01332 loss_rpn_cls: 0.0006198 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.02196 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005399 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7035 time: 0.9834 last_time: 1.5834 data_time: 0.0084 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 22:12:08] d2.utils.events INFO: eta: 5:28:46 iter: 64979 total_loss: 1.443 loss_cls: 0.003879 loss_box_reg: 0.01443 loss_rpn_cls: 0.0005614 loss_rpn_loc: 0.001057 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.0236 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007523 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7016 time: 0.9835 last_time: 1.3461 data_time: 0.0085 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 22:12:34] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0064999.pth [03/23 22:12:35] d2.data.common INFO: Serializing the dataset using: [03/23 22:12:35] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 22:12:35] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 22:12:35] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 22:12:35] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 22:12:37] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0061 s/iter. Inference: 0.1082 s/iter. Eval: 0.0002 s/iter. Total: 0.1145 s/iter. ETA=0:00:45 [03/23 22:12:42] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0048 s/iter. Inference: 0.1088 s/iter. Eval: 0.0003 s/iter. Total: 0.1140 s/iter. ETA=0:00:40 [03/23 22:12:47] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0040 s/iter. Inference: 0.0981 s/iter. Eval: 0.0003 s/iter. Total: 0.1024 s/iter. ETA=0:00:30 [03/23 22:12:52] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0035 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0977 s/iter. ETA=0:00:23 [03/23 22:12:57] d2.evaluation.evaluator INFO: Inference done 225/410. Dataloading: 0.0036 s/iter. Inference: 0.0912 s/iter. Eval: 0.0003 s/iter. Total: 0.0951 s/iter. ETA=0:00:17 [03/23 22:13:02] d2.evaluation.evaluator INFO: Inference done 278/410. Dataloading: 0.0034 s/iter. Inference: 0.0912 s/iter. Eval: 0.0002 s/iter. Total: 0.0950 s/iter. ETA=0:00:12 [03/23 22:13:07] d2.evaluation.evaluator INFO: Inference done 332/410. Dataloading: 0.0033 s/iter. Inference: 0.0912 s/iter. Eval: 0.0002 s/iter. Total: 0.0948 s/iter. ETA=0:00:07 [03/23 22:13:12] d2.evaluation.evaluator INFO: Inference done 390/410. Dataloading: 0.0031 s/iter. Inference: 0.0903 s/iter. Eval: 0.0002 s/iter. Total: 0.0937 s/iter. ETA=0:00:01 [03/23 22:13:14] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.856056 (0.093472 s / iter per device, on 1 devices) [03/23 22:13:14] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.089865 s / iter per device, on 1 devices) [03/23 22:13:14] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 22:13:14] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 22:13:14] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 22:13:14] d2.evaluation.testing INFO: copypaste: 1.3167,5.0555,0.4399 [03/23 22:13:14] d2.data.common INFO: Serializing the dataset using: [03/23 22:13:14] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 22:13:14] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 22:13:14] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 22:13:14] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 22:13:18] d2.evaluation.evaluator INFO: Inference done 24/410. Dataloading: 0.0044 s/iter. Inference: 0.0990 s/iter. Eval: 0.0004 s/iter. Total: 0.1038 s/iter. ETA=0:00:40 [03/23 22:13:23] d2.evaluation.evaluator INFO: Inference done 79/410. Dataloading: 0.0046 s/iter. Inference: 0.0903 s/iter. Eval: 0.0004 s/iter. Total: 0.0953 s/iter. ETA=0:00:31 [03/23 22:13:28] d2.evaluation.evaluator INFO: Inference done 133/410. Dataloading: 0.0051 s/iter. Inference: 0.0892 s/iter. Eval: 0.0003 s/iter. Total: 0.0947 s/iter. ETA=0:00:26 [03/23 22:13:33] d2.evaluation.evaluator INFO: Inference done 189/410. Dataloading: 0.0047 s/iter. Inference: 0.0883 s/iter. Eval: 0.0003 s/iter. Total: 0.0934 s/iter. ETA=0:00:20 [03/23 22:13:38] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0041 s/iter. Inference: 0.0878 s/iter. Eval: 0.0003 s/iter. Total: 0.0922 s/iter. ETA=0:00:15 [03/23 22:13:43] d2.evaluation.evaluator INFO: Inference done 305/410. Dataloading: 0.0036 s/iter. Inference: 0.0870 s/iter. Eval: 0.0003 s/iter. Total: 0.0910 s/iter. ETA=0:00:09 [03/23 22:13:48] d2.evaluation.evaluator INFO: Inference done 358/410. Dataloading: 0.0042 s/iter. Inference: 0.0869 s/iter. Eval: 0.0003 s/iter. Total: 0.0915 s/iter. ETA=0:00:04 [03/23 22:13:52] d2.evaluation.evaluator INFO: Total inference time: 0:00:36.870089 (0.091037 s / iter per device, on 1 devices) [03/23 22:13:52] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.086427 s / iter per device, on 1 devices) [03/23 22:13:53] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 22:13:53] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 22:13:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 22:13:53] d2.evaluation.testing INFO: copypaste: 1.2010,4.9574,0.0000 [03/23 22:13:53] d2.utils.events INFO: eta: 5:28:12 iter: 64999 total_loss: 1.425 loss_cls: 0.004026 loss_box_reg: 0.01609 loss_rpn_cls: 0.0005568 loss_rpn_loc: 0.001065 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.01293 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002008 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7028 time: 0.9836 last_time: 1.1758 data_time: 0.0086 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 22:14:19] d2.utils.events INFO: eta: 5:27:55 iter: 65019 total_loss: 1.437 loss_cls: 0.006652 loss_box_reg: 0.01731 loss_rpn_cls: 0.001007 loss_rpn_loc: 0.001396 loss_D_img_s: 0.6563 loss_cls_pseudo: 0.01651 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001788 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7279 time: 0.9837 last_time: 1.3690 data_time: 0.0077 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 22:14:45] d2.utils.events INFO: eta: 5:27:19 iter: 65039 total_loss: 1.447 loss_cls: 0.005615 loss_box_reg: 0.01609 loss_rpn_cls: 0.000556 loss_rpn_loc: 0.000996 loss_D_img_s: 0.6557 loss_cls_pseudo: 0.01714 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003361 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7262 time: 0.9838 last_time: 1.3123 data_time: 0.0073 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:15:11] d2.utils.events INFO: eta: 5:26:41 iter: 65059 total_loss: 1.428 loss_cls: 0.005195 loss_box_reg: 0.01323 loss_rpn_cls: 0.0005634 loss_rpn_loc: 0.0008574 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.01203 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00172 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 0.9839 last_time: 1.2309 data_time: 0.0079 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 22:15:37] d2.utils.events INFO: eta: 5:26:04 iter: 65079 total_loss: 1.425 loss_cls: 0.00387 loss_box_reg: 0.0138 loss_rpn_cls: 0.0003599 loss_rpn_loc: 0.0008405 loss_D_img_s: 0.7239 loss_cls_pseudo: 0.01614 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002248 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6585 time: 0.9840 last_time: 1.0823 data_time: 0.0082 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 22:16:03] d2.utils.events INFO: eta: 5:26:01 iter: 65099 total_loss: 1.443 loss_cls: 0.004717 loss_box_reg: 0.01228 loss_rpn_cls: 0.0004129 loss_rpn_loc: 0.0008575 loss_D_img_s: 0.74 loss_cls_pseudo: 0.01792 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001639 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6485 time: 0.9841 last_time: 1.2231 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 22:16:29] d2.utils.events INFO: eta: 5:25:46 iter: 65119 total_loss: 1.436 loss_cls: 0.003027 loss_box_reg: 0.01232 loss_rpn_cls: 0.0002352 loss_rpn_loc: 0.0009068 loss_D_img_s: 0.6848 loss_cls_pseudo: 0.01899 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 0.9842 last_time: 1.3168 data_time: 0.0076 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 22:16:55] d2.utils.events INFO: eta: 5:25:08 iter: 65139 total_loss: 1.435 loss_cls: 0.005334 loss_box_reg: 0.01551 loss_rpn_cls: 0.0006769 loss_rpn_loc: 0.0009009 loss_D_img_s: 0.6555 loss_cls_pseudo: 0.02649 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7239 time: 0.9843 last_time: 1.1980 data_time: 0.0074 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 22:17:21] d2.utils.events INFO: eta: 5:24:50 iter: 65159 total_loss: 1.444 loss_cls: 0.008557 loss_box_reg: 0.02113 loss_rpn_cls: 0.0007651 loss_rpn_loc: 0.001258 loss_D_img_s: 0.6545 loss_cls_pseudo: 0.01589 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7218 time: 0.9844 last_time: 1.5014 data_time: 0.0079 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 22:17:46] d2.utils.events INFO: eta: 5:23:53 iter: 65179 total_loss: 1.436 loss_cls: 0.005376 loss_box_reg: 0.01645 loss_rpn_cls: 0.0005751 loss_rpn_loc: 0.001053 loss_D_img_s: 0.6796 loss_cls_pseudo: 0.0161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002414 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7088 time: 0.9845 last_time: 1.2239 data_time: 0.0079 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 22:18:12] d2.utils.events INFO: eta: 5:23:37 iter: 65199 total_loss: 1.432 loss_cls: 0.004538 loss_box_reg: 0.01431 loss_rpn_cls: 0.0008218 loss_rpn_loc: 0.0008661 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.0163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003136 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 0.9846 last_time: 1.3561 data_time: 0.0080 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 22:18:39] d2.utils.events INFO: eta: 5:23:18 iter: 65219 total_loss: 1.43 loss_cls: 0.003981 loss_box_reg: 0.01572 loss_rpn_cls: 0.0006219 loss_rpn_loc: 0.0009885 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.02137 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6692 time: 0.9847 last_time: 1.3739 data_time: 0.0077 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 22:19:05] d2.utils.events INFO: eta: 5:23:00 iter: 65239 total_loss: 1.423 loss_cls: 0.003738 loss_box_reg: 0.01284 loss_rpn_cls: 0.0004126 loss_rpn_loc: 0.001166 loss_D_img_s: 0.7165 loss_cls_pseudo: 0.01502 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001735 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6664 time: 0.9848 last_time: 1.3361 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 22:19:32] d2.utils.events INFO: eta: 5:22:45 iter: 65259 total_loss: 1.437 loss_cls: 0.003771 loss_box_reg: 0.01625 loss_rpn_cls: 0.0006018 loss_rpn_loc: 0.001048 loss_D_img_s: 0.7077 loss_cls_pseudo: 0.01955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002085 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.9849 last_time: 1.3794 data_time: 0.0077 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/23 22:19:57] d2.utils.events INFO: eta: 5:22:01 iter: 65279 total_loss: 1.443 loss_cls: 0.00396 loss_box_reg: 0.01436 loss_rpn_cls: 0.0007481 loss_rpn_loc: 0.001131 loss_D_img_s: 0.6911 loss_cls_pseudo: 0.02904 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005105 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 0.9850 last_time: 1.1624 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 22:20:24] d2.utils.events INFO: eta: 5:21:47 iter: 65299 total_loss: 1.432 loss_cls: 0.004429 loss_box_reg: 0.01536 loss_rpn_cls: 0.0007845 loss_rpn_loc: 0.001096 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.01829 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002566 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.9851 last_time: 1.5307 data_time: 0.0079 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 22:20:50] d2.utils.events INFO: eta: 5:21:21 iter: 65319 total_loss: 1.442 loss_cls: 0.003223 loss_box_reg: 0.01252 loss_rpn_cls: 0.0002044 loss_rpn_loc: 0.0008134 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.02193 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004538 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6974 time: 0.9852 last_time: 1.3872 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:21:16] d2.utils.events INFO: eta: 5:20:52 iter: 65339 total_loss: 1.424 loss_cls: 0.004013 loss_box_reg: 0.01412 loss_rpn_cls: 0.0005877 loss_rpn_loc: 0.0009868 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.01698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002737 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 0.9853 last_time: 1.3861 data_time: 0.0081 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 22:21:44] d2.utils.events INFO: eta: 5:20:55 iter: 65359 total_loss: 1.434 loss_cls: 0.004853 loss_box_reg: 0.01338 loss_rpn_cls: 0.0004892 loss_rpn_loc: 0.001129 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.02508 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004131 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6912 time: 0.9854 last_time: 1.3214 data_time: 0.0075 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 22:22:10] d2.utils.events INFO: eta: 5:20:29 iter: 65379 total_loss: 1.432 loss_cls: 0.00481 loss_box_reg: 0.01259 loss_rpn_cls: 0.0004141 loss_rpn_loc: 0.0009147 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.0195 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002226 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 0.9855 last_time: 1.3870 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 22:22:37] d2.utils.events INFO: eta: 5:20:31 iter: 65399 total_loss: 1.44 loss_cls: 0.004191 loss_box_reg: 0.01397 loss_rpn_cls: 0.0007656 loss_rpn_loc: 0.0009472 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.01964 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004269 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6782 time: 0.9856 last_time: 1.2265 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 22:23:02] d2.utils.events INFO: eta: 5:20:10 iter: 65419 total_loss: 1.436 loss_cls: 0.004458 loss_box_reg: 0.01372 loss_rpn_cls: 0.0006558 loss_rpn_loc: 0.001024 loss_D_img_s: 0.7032 loss_cls_pseudo: 0.01172 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00181 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.9857 last_time: 1.1698 data_time: 0.0089 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/23 22:23:28] d2.utils.events INFO: eta: 5:19:44 iter: 65439 total_loss: 1.436 loss_cls: 0.004827 loss_box_reg: 0.01378 loss_rpn_cls: 0.0009539 loss_rpn_loc: 0.001092 loss_D_img_s: 0.6921 loss_cls_pseudo: 0.01718 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002467 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 0.9858 last_time: 1.1702 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 22:23:53] d2.utils.events INFO: eta: 5:19:12 iter: 65459 total_loss: 1.427 loss_cls: 0.002852 loss_box_reg: 0.01038 loss_rpn_cls: 0.0005805 loss_rpn_loc: 0.001228 loss_D_img_s: 0.6758 loss_cls_pseudo: 0.02101 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004204 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7031 time: 0.9859 last_time: 1.2180 data_time: 0.0082 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 22:24:20] d2.utils.events INFO: eta: 5:18:58 iter: 65479 total_loss: 1.439 loss_cls: 0.003788 loss_box_reg: 0.01462 loss_rpn_cls: 0.001066 loss_rpn_loc: 0.001289 loss_D_img_s: 0.6542 loss_cls_pseudo: 0.01804 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00398 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7283 time: 0.9860 last_time: 1.2334 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/23 22:24:46] d2.utils.events INFO: eta: 5:18:45 iter: 65499 total_loss: 1.431 loss_cls: 0.007177 loss_box_reg: 0.0165 loss_rpn_cls: 0.00162 loss_rpn_loc: 0.001117 loss_D_img_s: 0.6625 loss_cls_pseudo: 0.01936 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002102 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7147 time: 0.9861 last_time: 1.3926 data_time: 0.0079 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:25:12] d2.utils.events INFO: eta: 5:18:12 iter: 65519 total_loss: 1.434 loss_cls: 0.003915 loss_box_reg: 0.01132 loss_rpn_cls: 0.0005335 loss_rpn_loc: 0.001143 loss_D_img_s: 0.6891 loss_cls_pseudo: 0.01912 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002572 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 0.9862 last_time: 1.1299 data_time: 0.0089 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 22:25:37] d2.utils.events INFO: eta: 5:17:22 iter: 65539 total_loss: 1.435 loss_cls: 0.006078 loss_box_reg: 0.01699 loss_rpn_cls: 0.0007957 loss_rpn_loc: 0.001132 loss_D_img_s: 0.6977 loss_cls_pseudo: 0.02411 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003709 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6789 time: 0.9863 last_time: 1.3117 data_time: 0.0077 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 22:26:02] d2.utils.events INFO: eta: 5:16:44 iter: 65559 total_loss: 1.435 loss_cls: 0.006025 loss_box_reg: 0.0122 loss_rpn_cls: 0.0008403 loss_rpn_loc: 0.001158 loss_D_img_s: 0.7002 loss_cls_pseudo: 0.02501 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.681 time: 0.9863 last_time: 1.3065 data_time: 0.0078 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 22:26:28] d2.utils.events INFO: eta: 5:15:53 iter: 65579 total_loss: 1.431 loss_cls: 0.004998 loss_box_reg: 0.01486 loss_rpn_cls: 0.0006097 loss_rpn_loc: 0.001418 loss_D_img_s: 0.6835 loss_cls_pseudo: 0.01685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 0.9864 last_time: 1.5000 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 22:26:54] d2.utils.events INFO: eta: 5:16:07 iter: 65599 total_loss: 1.437 loss_cls: 0.004244 loss_box_reg: 0.01507 loss_rpn_cls: 0.0006657 loss_rpn_loc: 0.0008823 loss_D_img_s: 0.6696 loss_cls_pseudo: 0.01939 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002848 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7064 time: 0.9865 last_time: 1.1963 data_time: 0.0077 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 22:27:21] d2.utils.events INFO: eta: 5:15:43 iter: 65619 total_loss: 1.416 loss_cls: 0.00346 loss_box_reg: 0.01295 loss_rpn_cls: 0.0006141 loss_rpn_loc: 0.0008778 loss_D_img_s: 0.7138 loss_cls_pseudo: 0.01122 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001868 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6636 time: 0.9866 last_time: 1.5811 data_time: 0.0089 last_data_time: 0.0126 lr: 0.01 max_mem: 12687M [03/23 22:27:47] d2.utils.events INFO: eta: 5:15:15 iter: 65639 total_loss: 1.428 loss_cls: 0.003063 loss_box_reg: 0.01252 loss_rpn_cls: 0.0003798 loss_rpn_loc: 0.0008562 loss_D_img_s: 0.7168 loss_cls_pseudo: 0.01361 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002939 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6632 time: 0.9867 last_time: 1.2847 data_time: 0.0088 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 22:28:12] d2.utils.events INFO: eta: 5:14:48 iter: 65659 total_loss: 1.419 loss_cls: 0.00353 loss_box_reg: 0.01273 loss_rpn_cls: 0.0005618 loss_rpn_loc: 0.001099 loss_D_img_s: 0.6993 loss_cls_pseudo: 0.01486 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004025 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6777 time: 0.9868 last_time: 1.3661 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:28:38] d2.utils.events INFO: eta: 5:13:55 iter: 65679 total_loss: 1.432 loss_cls: 0.003974 loss_box_reg: 0.01368 loss_rpn_cls: 0.0004422 loss_rpn_loc: 0.001066 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01629 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00247 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.9869 last_time: 1.2174 data_time: 0.0082 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 22:29:03] d2.utils.events INFO: eta: 5:13:28 iter: 65699 total_loss: 1.427 loss_cls: 0.003325 loss_box_reg: 0.01101 loss_rpn_cls: 0.0003146 loss_rpn_loc: 0.001048 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.01221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002451 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6696 time: 0.9870 last_time: 1.2912 data_time: 0.0077 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 22:29:29] d2.utils.events INFO: eta: 5:12:56 iter: 65719 total_loss: 1.42 loss_cls: 0.005355 loss_box_reg: 0.01358 loss_rpn_cls: 0.0004776 loss_rpn_loc: 0.0008974 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.01764 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003232 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6878 time: 0.9871 last_time: 1.1594 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 22:29:55] d2.utils.events INFO: eta: 5:12:15 iter: 65739 total_loss: 1.423 loss_cls: 0.002913 loss_box_reg: 0.01131 loss_rpn_cls: 0.0003827 loss_rpn_loc: 0.000762 loss_D_img_s: 0.6711 loss_cls_pseudo: 0.01452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003242 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7121 time: 0.9872 last_time: 1.3357 data_time: 0.0080 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 22:30:21] d2.utils.events INFO: eta: 5:12:04 iter: 65759 total_loss: 1.436 loss_cls: 0.003492 loss_box_reg: 0.01394 loss_rpn_cls: 0.0004385 loss_rpn_loc: 0.0009205 loss_D_img_s: 0.6704 loss_cls_pseudo: 0.02145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004166 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7104 time: 0.9873 last_time: 1.4781 data_time: 0.0081 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 22:30:48] d2.utils.events INFO: eta: 5:11:44 iter: 65779 total_loss: 1.414 loss_cls: 0.002968 loss_box_reg: 0.01132 loss_rpn_cls: 0.0002603 loss_rpn_loc: 0.001001 loss_D_img_s: 0.688 loss_cls_pseudo: 0.01165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001809 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6923 time: 0.9874 last_time: 1.3183 data_time: 0.0081 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/23 22:31:14] d2.utils.events INFO: eta: 5:11:18 iter: 65799 total_loss: 1.423 loss_cls: 0.003682 loss_box_reg: 0.01212 loss_rpn_cls: 0.000337 loss_rpn_loc: 0.001122 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.01746 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002257 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 0.9875 last_time: 1.1508 data_time: 0.0077 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 22:31:41] d2.utils.events INFO: eta: 5:11:25 iter: 65819 total_loss: 1.416 loss_cls: 0.003067 loss_box_reg: 0.01126 loss_rpn_cls: 0.0003125 loss_rpn_loc: 0.0008428 loss_D_img_s: 0.7063 loss_cls_pseudo: 0.01501 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00202 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6684 time: 0.9876 last_time: 1.5533 data_time: 0.0086 last_data_time: 0.0124 lr: 0.01 max_mem: 12687M [03/23 22:32:07] d2.utils.events INFO: eta: 5:10:47 iter: 65839 total_loss: 1.425 loss_cls: 0.003439 loss_box_reg: 0.01378 loss_rpn_cls: 0.0005942 loss_rpn_loc: 0.001225 loss_D_img_s: 0.6728 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00345 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7078 time: 0.9877 last_time: 1.3625 data_time: 0.0077 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 22:32:31] d2.utils.events INFO: eta: 5:09:21 iter: 65859 total_loss: 1.421 loss_cls: 0.003584 loss_box_reg: 0.01363 loss_rpn_cls: 0.000521 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.01426 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002618 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9878 last_time: 1.3344 data_time: 0.0090 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 22:32:58] d2.utils.events INFO: eta: 5:09:01 iter: 65879 total_loss: 1.42 loss_cls: 0.003035 loss_box_reg: 0.01244 loss_rpn_cls: 0.0002875 loss_rpn_loc: 0.0009556 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01337 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003727 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6981 time: 0.9879 last_time: 1.2288 data_time: 0.0082 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/23 22:33:25] d2.utils.events INFO: eta: 5:08:35 iter: 65899 total_loss: 1.427 loss_cls: 0.004186 loss_box_reg: 0.01249 loss_rpn_cls: 0.0005136 loss_rpn_loc: 0.0009631 loss_D_img_s: 0.699 loss_cls_pseudo: 0.0202 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003617 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 0.9880 last_time: 1.3617 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 22:33:51] d2.utils.events INFO: eta: 5:08:26 iter: 65919 total_loss: 1.429 loss_cls: 0.00414 loss_box_reg: 0.01691 loss_rpn_cls: 0.0008856 loss_rpn_loc: 0.001122 loss_D_img_s: 0.672 loss_cls_pseudo: 0.01521 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003888 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 0.9881 last_time: 1.3342 data_time: 0.0082 last_data_time: 0.0114 lr: 0.01 max_mem: 12687M [03/23 22:34:16] d2.utils.events INFO: eta: 5:07:42 iter: 65939 total_loss: 1.442 loss_cls: 0.002969 loss_box_reg: 0.01164 loss_rpn_cls: 0.0002158 loss_rpn_loc: 0.0007951 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.02483 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00499 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6824 time: 0.9881 last_time: 1.1685 data_time: 0.0078 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 22:34:43] d2.utils.events INFO: eta: 5:07:16 iter: 65959 total_loss: 1.429 loss_cls: 0.004997 loss_box_reg: 0.01479 loss_rpn_cls: 0.0005024 loss_rpn_loc: 0.001499 loss_D_img_s: 0.6949 loss_cls_pseudo: 0.01521 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002899 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 0.9883 last_time: 1.2798 data_time: 0.0088 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 22:35:10] d2.utils.events INFO: eta: 5:06:49 iter: 65979 total_loss: 1.424 loss_cls: 0.003236 loss_box_reg: 0.01219 loss_rpn_cls: 0.0003656 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01612 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002112 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6912 time: 0.9884 last_time: 1.5727 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 22:35:36] d2.data.common INFO: Serializing the dataset using: [03/23 22:35:36] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 22:35:36] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 22:35:36] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 22:35:36] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 22:35:38] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0035 s/iter. Inference: 0.1181 s/iter. Eval: 0.0002 s/iter. Total: 0.1219 s/iter. ETA=0:00:48 [03/23 22:35:43] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0026 s/iter. Inference: 0.0982 s/iter. Eval: 0.0002 s/iter. Total: 0.1011 s/iter. ETA=0:00:35 [03/23 22:35:48] d2.evaluation.evaluator INFO: Inference done 112/410. Dataloading: 0.0024 s/iter. Inference: 0.0988 s/iter. Eval: 0.0003 s/iter. Total: 0.1016 s/iter. ETA=0:00:30 [03/23 22:35:53] d2.evaluation.evaluator INFO: Inference done 164/410. Dataloading: 0.0030 s/iter. Inference: 0.0971 s/iter. Eval: 0.0003 s/iter. Total: 0.1004 s/iter. ETA=0:00:24 [03/23 22:35:58] d2.evaluation.evaluator INFO: Inference done 220/410. Dataloading: 0.0031 s/iter. Inference: 0.0947 s/iter. Eval: 0.0003 s/iter. Total: 0.0981 s/iter. ETA=0:00:18 [03/23 22:36:03] d2.evaluation.evaluator INFO: Inference done 269/410. Dataloading: 0.0028 s/iter. Inference: 0.0959 s/iter. Eval: 0.0003 s/iter. Total: 0.0991 s/iter. ETA=0:00:13 [03/23 22:36:08] d2.evaluation.evaluator INFO: Inference done 324/410. Dataloading: 0.0030 s/iter. Inference: 0.0945 s/iter. Eval: 0.0003 s/iter. Total: 0.0978 s/iter. ETA=0:00:08 [03/23 22:36:13] d2.evaluation.evaluator INFO: Inference done 376/410. Dataloading: 0.0029 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.0976 s/iter. ETA=0:00:03 [03/23 22:36:16] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.389119 (0.097257 s / iter per device, on 1 devices) [03/23 22:36:16] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.093825 s / iter per device, on 1 devices) [03/23 22:36:17] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 22:36:17] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 22:36:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 22:36:17] d2.evaluation.testing INFO: copypaste: 1.8898,6.4716,0.0845 [03/23 22:36:17] d2.data.common INFO: Serializing the dataset using: [03/23 22:36:17] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 22:36:17] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 22:36:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 22:36:17] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 22:36:18] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0035 s/iter. Inference: 0.1066 s/iter. Eval: 0.0002 s/iter. Total: 0.1103 s/iter. ETA=0:00:44 [03/23 22:36:24] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0020 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1010 s/iter. ETA=0:00:35 [03/23 22:36:29] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0023 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:31 [03/23 22:36:34] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0026 s/iter. Inference: 0.1006 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:26 [03/23 22:36:39] d2.evaluation.evaluator INFO: Inference done 204/410. Dataloading: 0.0027 s/iter. Inference: 0.1019 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:21 [03/23 22:36:44] d2.evaluation.evaluator INFO: Inference done 256/410. Dataloading: 0.0027 s/iter. Inference: 0.1002 s/iter. Eval: 0.0003 s/iter. Total: 0.1033 s/iter. ETA=0:00:15 [03/23 22:36:49] d2.evaluation.evaluator INFO: Inference done 306/410. Dataloading: 0.0028 s/iter. Inference: 0.0996 s/iter. Eval: 0.0003 s/iter. Total: 0.1028 s/iter. ETA=0:00:10 [03/23 22:36:54] d2.evaluation.evaluator INFO: Inference done 354/410. Dataloading: 0.0032 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1030 s/iter. ETA=0:00:05 [03/23 22:36:59] d2.evaluation.evaluator INFO: Inference done 403/410. Dataloading: 0.0031 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1029 s/iter. ETA=0:00:00 [03/23 22:36:59] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.658354 (0.102860 s / iter per device, on 1 devices) [03/23 22:36:59] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099108 s / iter per device, on 1 devices) [03/23 22:37:00] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 22:37:00] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 22:37:00] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 22:37:00] d2.evaluation.testing INFO: copypaste: 1.1400,4.7878,0.0089 [03/23 22:37:00] d2.utils.events INFO: eta: 5:06:29 iter: 65999 total_loss: 1.426 loss_cls: 0.003486 loss_box_reg: 0.01334 loss_rpn_cls: 0.0006521 loss_rpn_loc: 0.0009568 loss_D_img_s: 0.709 loss_cls_pseudo: 0.01015 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002376 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6705 time: 0.9885 last_time: 1.3430 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 22:37:26] d2.utils.events INFO: eta: 5:05:58 iter: 66019 total_loss: 1.442 loss_cls: 0.004566 loss_box_reg: 0.01137 loss_rpn_cls: 0.0006766 loss_rpn_loc: 0.00109 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.02472 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005167 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 0.9886 last_time: 1.3209 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 22:37:52] d2.utils.events INFO: eta: 5:05:31 iter: 66039 total_loss: 1.434 loss_cls: 0.003443 loss_box_reg: 0.01364 loss_rpn_cls: 0.0002905 loss_rpn_loc: 0.001033 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.01743 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002218 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 0.9887 last_time: 1.3432 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 22:38:17] d2.utils.events INFO: eta: 5:05:05 iter: 66059 total_loss: 1.436 loss_cls: 0.004902 loss_box_reg: 0.0135 loss_rpn_cls: 0.0005358 loss_rpn_loc: 0.001224 loss_D_img_s: 0.6889 loss_cls_pseudo: 0.02495 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002566 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 0.9887 last_time: 1.3516 data_time: 0.0082 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 22:38:42] d2.utils.events INFO: eta: 5:04:31 iter: 66079 total_loss: 1.434 loss_cls: 0.00502 loss_box_reg: 0.01437 loss_rpn_cls: 0.0005338 loss_rpn_loc: 0.001508 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.01391 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001415 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6959 time: 0.9888 last_time: 1.1793 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 22:39:09] d2.utils.events INFO: eta: 5:03:40 iter: 66099 total_loss: 1.433 loss_cls: 0.004899 loss_box_reg: 0.01412 loss_rpn_cls: 0.000914 loss_rpn_loc: 0.001141 loss_D_img_s: 0.6876 loss_cls_pseudo: 0.01891 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00242 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 0.9889 last_time: 1.3015 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:39:36] d2.utils.events INFO: eta: 5:03:12 iter: 66119 total_loss: 1.425 loss_cls: 0.006354 loss_box_reg: 0.01712 loss_rpn_cls: 0.0004011 loss_rpn_loc: 0.0009476 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.01509 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001885 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.696 time: 0.9890 last_time: 1.3912 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 22:40:02] d2.utils.events INFO: eta: 5:03:12 iter: 66139 total_loss: 1.427 loss_cls: 0.003485 loss_box_reg: 0.01452 loss_rpn_cls: 0.000684 loss_rpn_loc: 0.001034 loss_D_img_s: 0.6928 loss_cls_pseudo: 0.01975 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002834 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.9891 last_time: 1.3493 data_time: 0.0081 last_data_time: 0.0116 lr: 0.01 max_mem: 12687M [03/23 22:40:27] d2.utils.events INFO: eta: 5:02:39 iter: 66159 total_loss: 1.437 loss_cls: 0.005404 loss_box_reg: 0.01243 loss_rpn_cls: 0.0009889 loss_rpn_loc: 0.000929 loss_D_img_s: 0.7095 loss_cls_pseudo: 0.02089 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002662 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6686 time: 0.9892 last_time: 1.1741 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 22:40:53] d2.utils.events INFO: eta: 5:02:44 iter: 66179 total_loss: 1.433 loss_cls: 0.00452 loss_box_reg: 0.01402 loss_rpn_cls: 0.0006479 loss_rpn_loc: 0.0009574 loss_D_img_s: 0.7163 loss_cls_pseudo: 0.01993 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003197 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6736 time: 0.9893 last_time: 1.1792 data_time: 0.0079 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 22:41:21] d2.utils.events INFO: eta: 5:02:32 iter: 66199 total_loss: 1.427 loss_cls: 0.005086 loss_box_reg: 0.01495 loss_rpn_cls: 0.0006396 loss_rpn_loc: 0.001283 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.01661 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002096 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6833 time: 0.9894 last_time: 1.1965 data_time: 0.0076 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 22:41:47] d2.utils.events INFO: eta: 5:01:47 iter: 66219 total_loss: 1.444 loss_cls: 0.003403 loss_box_reg: 0.01162 loss_rpn_cls: 0.0004746 loss_rpn_loc: 0.0007739 loss_D_img_s: 0.6957 loss_cls_pseudo: 0.02327 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004037 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.698 time: 0.9895 last_time: 1.3632 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:42:12] d2.utils.events INFO: eta: 5:01:03 iter: 66239 total_loss: 1.445 loss_cls: 0.005863 loss_box_reg: 0.01616 loss_rpn_cls: 0.000446 loss_rpn_loc: 0.001364 loss_D_img_s: 0.6715 loss_cls_pseudo: 0.02744 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006494 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7126 time: 0.9896 last_time: 1.3242 data_time: 0.0085 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:42:37] d2.utils.events INFO: eta: 5:00:00 iter: 66259 total_loss: 1.423 loss_cls: 0.004566 loss_box_reg: 0.01218 loss_rpn_cls: 0.0006645 loss_rpn_loc: 0.0009165 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.01204 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001277 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7155 time: 0.9897 last_time: 1.1738 data_time: 0.0074 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 22:43:03] d2.utils.events INFO: eta: 4:59:38 iter: 66279 total_loss: 1.422 loss_cls: 0.004086 loss_box_reg: 0.01235 loss_rpn_cls: 0.0004368 loss_rpn_loc: 0.000903 loss_D_img_s: 0.6752 loss_cls_pseudo: 0.01498 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 0.9898 last_time: 1.3304 data_time: 0.0080 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 22:43:31] d2.utils.events INFO: eta: 4:59:29 iter: 66299 total_loss: 1.423 loss_cls: 0.00428 loss_box_reg: 0.01381 loss_rpn_cls: 0.0003639 loss_rpn_loc: 0.0009455 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.01423 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002474 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 0.9899 last_time: 1.5336 data_time: 0.0077 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 22:43:57] d2.utils.events INFO: eta: 4:59:06 iter: 66319 total_loss: 1.423 loss_cls: 0.004482 loss_box_reg: 0.01282 loss_rpn_cls: 0.0004652 loss_rpn_loc: 0.0009588 loss_D_img_s: 0.7178 loss_cls_pseudo: 0.01199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002085 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6618 time: 0.9900 last_time: 1.3740 data_time: 0.0077 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 22:44:23] d2.utils.events INFO: eta: 4:58:45 iter: 66339 total_loss: 1.428 loss_cls: 0.003687 loss_box_reg: 0.01409 loss_rpn_cls: 0.0003051 loss_rpn_loc: 0.0009987 loss_D_img_s: 0.7243 loss_cls_pseudo: 0.01329 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003037 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6595 time: 0.9901 last_time: 1.3236 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 22:44:49] d2.utils.events INFO: eta: 4:58:08 iter: 66359 total_loss: 1.422 loss_cls: 0.004461 loss_box_reg: 0.01404 loss_rpn_cls: 0.0006259 loss_rpn_loc: 0.001064 loss_D_img_s: 0.7159 loss_cls_pseudo: 0.01034 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008526 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6679 time: 0.9902 last_time: 1.1257 data_time: 0.0082 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:45:14] d2.utils.events INFO: eta: 4:57:40 iter: 66379 total_loss: 1.433 loss_cls: 0.004881 loss_box_reg: 0.01421 loss_rpn_cls: 0.0005916 loss_rpn_loc: 0.001147 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.01943 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003952 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.9902 last_time: 1.3583 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:45:39] d2.utils.events INFO: eta: 4:56:54 iter: 66399 total_loss: 1.439 loss_cls: 0.004752 loss_box_reg: 0.01547 loss_rpn_cls: 0.0004271 loss_rpn_loc: 0.0009917 loss_D_img_s: 0.6586 loss_cls_pseudo: 0.02517 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003022 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7267 time: 0.9903 last_time: 1.3741 data_time: 0.0079 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 22:46:08] d2.utils.events INFO: eta: 4:56:21 iter: 66419 total_loss: 1.429 loss_cls: 0.004077 loss_box_reg: 0.01471 loss_rpn_cls: 0.0003577 loss_rpn_loc: 0.0009624 loss_D_img_s: 0.6621 loss_cls_pseudo: 0.01596 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002646 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7216 time: 0.9905 last_time: 1.8542 data_time: 0.0077 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 22:46:43] d2.utils.events INFO: eta: 4:56:31 iter: 66439 total_loss: 1.439 loss_cls: 0.00409 loss_box_reg: 0.01272 loss_rpn_cls: 0.0006746 loss_rpn_loc: 0.001047 loss_D_img_s: 0.6804 loss_cls_pseudo: 0.0248 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006127 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7014 time: 0.9907 last_time: 0.8985 data_time: 0.0083 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 22:47:09] d2.utils.events INFO: eta: 4:56:37 iter: 66459 total_loss: 1.433 loss_cls: 0.00499 loss_box_reg: 0.01643 loss_rpn_cls: 0.0008064 loss_rpn_loc: 0.001225 loss_D_img_s: 0.7142 loss_cls_pseudo: 0.01989 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6699 time: 0.9908 last_time: 1.2920 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 22:47:34] d2.utils.events INFO: eta: 4:55:42 iter: 66479 total_loss: 1.439 loss_cls: 0.004393 loss_box_reg: 0.01265 loss_rpn_cls: 0.0007485 loss_rpn_loc: 0.0007974 loss_D_img_s: 0.7161 loss_cls_pseudo: 0.02068 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001061 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6762 time: 0.9909 last_time: 1.1279 data_time: 0.0075 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 22:48:00] d2.utils.events INFO: eta: 4:55:07 iter: 66499 total_loss: 1.434 loss_cls: 0.006302 loss_box_reg: 0.01706 loss_rpn_cls: 0.0008219 loss_rpn_loc: 0.001373 loss_D_img_s: 0.6862 loss_cls_pseudo: 0.01481 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001902 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7029 time: 0.9910 last_time: 1.2161 data_time: 0.0074 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/23 22:48:27] d2.utils.events INFO: eta: 4:54:46 iter: 66519 total_loss: 1.434 loss_cls: 0.004769 loss_box_reg: 0.01588 loss_rpn_cls: 0.0007716 loss_rpn_loc: 0.00137 loss_D_img_s: 0.6652 loss_cls_pseudo: 0.02519 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003575 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7155 time: 0.9911 last_time: 1.3462 data_time: 0.0081 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 22:48:52] d2.utils.events INFO: eta: 4:54:58 iter: 66539 total_loss: 1.435 loss_cls: 0.004518 loss_box_reg: 0.01201 loss_rpn_cls: 0.0006221 loss_rpn_loc: 0.001031 loss_D_img_s: 0.6786 loss_cls_pseudo: 0.02511 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7014 time: 0.9911 last_time: 1.1572 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 22:49:18] d2.utils.events INFO: eta: 4:54:46 iter: 66559 total_loss: 1.437 loss_cls: 0.004514 loss_box_reg: 0.01532 loss_rpn_cls: 0.0004774 loss_rpn_loc: 0.0008735 loss_D_img_s: 0.6832 loss_cls_pseudo: 0.02004 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004851 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 0.9912 last_time: 1.5697 data_time: 0.0075 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/23 22:49:44] d2.utils.events INFO: eta: 4:54:24 iter: 66579 total_loss: 1.432 loss_cls: 0.003295 loss_box_reg: 0.01331 loss_rpn_cls: 0.0005356 loss_rpn_loc: 0.0009674 loss_D_img_s: 0.6981 loss_cls_pseudo: 0.02032 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00479 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 0.9913 last_time: 1.1786 data_time: 0.0080 last_data_time: 0.0111 lr: 0.01 max_mem: 12687M [03/23 22:50:10] d2.utils.events INFO: eta: 4:53:39 iter: 66599 total_loss: 1.425 loss_cls: 0.002762 loss_box_reg: 0.01107 loss_rpn_cls: 0.0005374 loss_rpn_loc: 0.0007998 loss_D_img_s: 0.7104 loss_cls_pseudo: 0.01261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001704 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6761 time: 0.9914 last_time: 1.0079 data_time: 0.0088 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/23 22:50:36] d2.utils.events INFO: eta: 4:53:20 iter: 66619 total_loss: 1.438 loss_cls: 0.004232 loss_box_reg: 0.01429 loss_rpn_cls: 0.0005961 loss_rpn_loc: 0.0009108 loss_D_img_s: 0.7209 loss_cls_pseudo: 0.01728 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6662 time: 0.9915 last_time: 1.1716 data_time: 0.0080 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 22:51:03] d2.utils.events INFO: eta: 4:53:00 iter: 66639 total_loss: 1.435 loss_cls: 0.002945 loss_box_reg: 0.01018 loss_rpn_cls: 0.0004551 loss_rpn_loc: 0.001226 loss_D_img_s: 0.693 loss_cls_pseudo: 0.02598 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004731 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.9916 last_time: 1.3846 data_time: 0.0085 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 22:51:29] d2.utils.events INFO: eta: 4:52:40 iter: 66659 total_loss: 1.427 loss_cls: 0.004401 loss_box_reg: 0.01442 loss_rpn_cls: 0.0004171 loss_rpn_loc: 0.0007886 loss_D_img_s: 0.683 loss_cls_pseudo: 0.02307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002776 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 0.9917 last_time: 1.5540 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 22:51:55] d2.utils.events INFO: eta: 4:52:32 iter: 66679 total_loss: 1.439 loss_cls: 0.004762 loss_box_reg: 0.014 loss_rpn_cls: 0.0005191 loss_rpn_loc: 0.001051 loss_D_img_s: 0.6912 loss_cls_pseudo: 0.02423 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005309 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 0.9918 last_time: 1.4357 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:52:21] d2.utils.events INFO: eta: 4:52:06 iter: 66699 total_loss: 1.437 loss_cls: 0.00436 loss_box_reg: 0.01118 loss_rpn_cls: 0.0003981 loss_rpn_loc: 0.0009851 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01848 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005672 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7027 time: 0.9919 last_time: 1.1802 data_time: 0.0085 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/23 22:52:46] d2.utils.events INFO: eta: 4:51:31 iter: 66719 total_loss: 1.441 loss_cls: 0.005175 loss_box_reg: 0.01594 loss_rpn_cls: 0.0009634 loss_rpn_loc: 0.001146 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.01917 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002588 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7049 time: 0.9920 last_time: 1.4051 data_time: 0.0076 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 22:53:13] d2.utils.events INFO: eta: 4:51:28 iter: 66739 total_loss: 1.443 loss_cls: 0.006075 loss_box_reg: 0.01798 loss_rpn_cls: 0.001692 loss_rpn_loc: 0.001207 loss_D_img_s: 0.6938 loss_cls_pseudo: 0.01681 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001991 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 0.9921 last_time: 1.2093 data_time: 0.0088 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 22:53:39] d2.utils.events INFO: eta: 4:50:51 iter: 66759 total_loss: 1.447 loss_cls: 0.005113 loss_box_reg: 0.01651 loss_rpn_cls: 0.0008211 loss_rpn_loc: 0.001029 loss_D_img_s: 0.7037 loss_cls_pseudo: 0.02275 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003706 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6792 time: 0.9922 last_time: 1.3757 data_time: 0.0076 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 22:54:04] d2.utils.events INFO: eta: 4:50:04 iter: 66779 total_loss: 1.444 loss_cls: 0.00957 loss_box_reg: 0.01551 loss_rpn_cls: 0.0009932 loss_rpn_loc: 0.001378 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.01638 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002254 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.9922 last_time: 1.2068 data_time: 0.0079 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/23 22:54:29] d2.utils.events INFO: eta: 4:49:23 iter: 66799 total_loss: 1.426 loss_cls: 0.003871 loss_box_reg: 0.01328 loss_rpn_cls: 0.0005597 loss_rpn_loc: 0.001092 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02025 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002527 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 0.9923 last_time: 1.2024 data_time: 0.0072 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 22:54:55] d2.utils.events INFO: eta: 4:48:34 iter: 66819 total_loss: 1.43 loss_cls: 0.004386 loss_box_reg: 0.01279 loss_rpn_cls: 0.0005272 loss_rpn_loc: 0.001104 loss_D_img_s: 0.693 loss_cls_pseudo: 0.02027 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004337 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 0.9924 last_time: 1.5023 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 22:55:22] d2.utils.events INFO: eta: 4:48:31 iter: 66839 total_loss: 1.439 loss_cls: 0.00361 loss_box_reg: 0.01271 loss_rpn_cls: 0.0006149 loss_rpn_loc: 0.0009139 loss_D_img_s: 0.6952 loss_cls_pseudo: 0.01699 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004557 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 0.9925 last_time: 1.2786 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 22:55:48] d2.utils.events INFO: eta: 4:48:18 iter: 66859 total_loss: 1.432 loss_cls: 0.005323 loss_box_reg: 0.0151 loss_rpn_cls: 0.0004239 loss_rpn_loc: 0.0009229 loss_D_img_s: 0.6864 loss_cls_pseudo: 0.01433 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001996 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7016 time: 0.9926 last_time: 1.2135 data_time: 0.0087 last_data_time: 0.0120 lr: 0.01 max_mem: 12687M [03/23 22:56:14] d2.utils.events INFO: eta: 4:47:57 iter: 66879 total_loss: 1.443 loss_cls: 0.005899 loss_box_reg: 0.01632 loss_rpn_cls: 0.0006868 loss_rpn_loc: 0.001311 loss_D_img_s: 0.6734 loss_cls_pseudo: 0.0192 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7108 time: 0.9927 last_time: 1.5114 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 22:56:39] d2.utils.events INFO: eta: 4:47:34 iter: 66899 total_loss: 1.439 loss_cls: 0.005124 loss_box_reg: 0.01607 loss_rpn_cls: 0.0008815 loss_rpn_loc: 0.001014 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.01634 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002189 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 0.9928 last_time: 1.3500 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 22:57:04] d2.utils.events INFO: eta: 4:46:59 iter: 66919 total_loss: 1.462 loss_cls: 0.006659 loss_box_reg: 0.01738 loss_rpn_cls: 0.001282 loss_rpn_loc: 0.00118 loss_D_img_s: 0.7228 loss_cls_pseudo: 0.0274 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008399 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6601 time: 0.9929 last_time: 1.3330 data_time: 0.0082 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 22:57:30] d2.utils.events INFO: eta: 4:46:38 iter: 66939 total_loss: 1.417 loss_cls: 0.004506 loss_box_reg: 0.01627 loss_rpn_cls: 0.0004202 loss_rpn_loc: 0.001413 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.01834 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001235 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 0.9929 last_time: 1.5793 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 22:57:56] d2.utils.events INFO: eta: 4:45:48 iter: 66959 total_loss: 1.423 loss_cls: 0.004727 loss_box_reg: 0.01358 loss_rpn_cls: 0.0004719 loss_rpn_loc: 0.001244 loss_D_img_s: 0.6706 loss_cls_pseudo: 0.01452 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 0.9930 last_time: 1.3290 data_time: 0.0080 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 22:58:22] d2.utils.events INFO: eta: 4:45:04 iter: 66979 total_loss: 1.424 loss_cls: 0.003794 loss_box_reg: 0.01392 loss_rpn_cls: 0.0003553 loss_rpn_loc: 0.0008164 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003322 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6766 time: 0.9931 last_time: 1.3523 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 22:58:47] d2.data.common INFO: Serializing the dataset using: [03/23 22:58:47] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 22:58:47] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 22:58:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 22:58:47] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 22:58:48] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0013 s/iter. Inference: 0.0936 s/iter. Eval: 0.0003 s/iter. Total: 0.0951 s/iter. ETA=0:00:37 [03/23 22:58:53] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0050 s/iter. Inference: 0.0969 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:35 [03/23 22:58:58] d2.evaluation.evaluator INFO: Inference done 112/410. Dataloading: 0.0047 s/iter. Inference: 0.0953 s/iter. Eval: 0.0004 s/iter. Total: 0.1004 s/iter. ETA=0:00:29 [03/23 22:59:03] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0041 s/iter. Inference: 0.0930 s/iter. Eval: 0.0003 s/iter. Total: 0.0975 s/iter. ETA=0:00:23 [03/23 22:59:08] d2.evaluation.evaluator INFO: Inference done 220/410. Dataloading: 0.0042 s/iter. Inference: 0.0923 s/iter. Eval: 0.0003 s/iter. Total: 0.0968 s/iter. ETA=0:00:18 [03/23 22:59:13] d2.evaluation.evaluator INFO: Inference done 275/410. Dataloading: 0.0041 s/iter. Inference: 0.0916 s/iter. Eval: 0.0003 s/iter. Total: 0.0960 s/iter. ETA=0:00:12 [03/23 22:59:18] d2.evaluation.evaluator INFO: Inference done 333/410. Dataloading: 0.0037 s/iter. Inference: 0.0904 s/iter. Eval: 0.0003 s/iter. Total: 0.0944 s/iter. ETA=0:00:07 [03/23 22:59:23] d2.evaluation.evaluator INFO: Inference done 389/410. Dataloading: 0.0035 s/iter. Inference: 0.0900 s/iter. Eval: 0.0003 s/iter. Total: 0.0938 s/iter. ETA=0:00:01 [03/23 22:59:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.857950 (0.093476 s / iter per device, on 1 devices) [03/23 22:59:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.089496 s / iter per device, on 1 devices) [03/23 22:59:26] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 22:59:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 22:59:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 22:59:26] d2.evaluation.testing INFO: copypaste: 0.4730,1.9887,0.0014 [03/23 22:59:26] d2.data.common INFO: Serializing the dataset using: [03/23 22:59:26] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 22:59:26] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 22:59:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 22:59:26] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 22:59:28] d2.evaluation.evaluator INFO: Inference done 20/410. Dataloading: 0.0053 s/iter. Inference: 0.1105 s/iter. Eval: 0.0003 s/iter. Total: 0.1161 s/iter. ETA=0:00:45 [03/23 22:59:34] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0042 s/iter. Inference: 0.1029 s/iter. Eval: 0.0004 s/iter. Total: 0.1075 s/iter. ETA=0:00:36 [03/23 22:59:39] d2.evaluation.evaluator INFO: Inference done 120/410. Dataloading: 0.0055 s/iter. Inference: 0.0976 s/iter. Eval: 0.0003 s/iter. Total: 0.1035 s/iter. ETA=0:00:30 [03/23 22:59:44] d2.evaluation.evaluator INFO: Inference done 171/410. Dataloading: 0.0043 s/iter. Inference: 0.0976 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:24 [03/23 22:59:49] d2.evaluation.evaluator INFO: Inference done 225/410. Dataloading: 0.0041 s/iter. Inference: 0.0955 s/iter. Eval: 0.0003 s/iter. Total: 0.1000 s/iter. ETA=0:00:18 [03/23 22:59:54] d2.evaluation.evaluator INFO: Inference done 280/410. Dataloading: 0.0039 s/iter. Inference: 0.0943 s/iter. Eval: 0.0003 s/iter. Total: 0.0985 s/iter. ETA=0:00:12 [03/23 22:59:59] d2.evaluation.evaluator INFO: Inference done 334/410. Dataloading: 0.0038 s/iter. Inference: 0.0934 s/iter. Eval: 0.0003 s/iter. Total: 0.0975 s/iter. ETA=0:00:07 [03/23 23:00:04] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0038 s/iter. Inference: 0.0932 s/iter. Eval: 0.0003 s/iter. Total: 0.0974 s/iter. ETA=0:00:02 [03/23 23:00:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.299638 (0.097036 s / iter per device, on 1 devices) [03/23 23:00:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.092639 s / iter per device, on 1 devices) [03/23 23:00:06] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 23:00:06] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 23:00:06] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 23:00:06] d2.evaluation.testing INFO: copypaste: 1.5721,5.7522,0.0674 [03/23 23:00:06] d2.utils.events INFO: eta: 4:44:05 iter: 66999 total_loss: 1.438 loss_cls: 0.005159 loss_box_reg: 0.01453 loss_rpn_cls: 0.0006379 loss_rpn_loc: 0.001038 loss_D_img_s: 0.7065 loss_cls_pseudo: 0.01755 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002412 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 0.9932 last_time: 1.1531 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 23:00:33] d2.utils.events INFO: eta: 4:43:39 iter: 67019 total_loss: 1.44 loss_cls: 0.004383 loss_box_reg: 0.0136 loss_rpn_cls: 0.0006543 loss_rpn_loc: 0.001036 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.02161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.9933 last_time: 1.4163 data_time: 0.0083 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 23:00:59] d2.utils.events INFO: eta: 4:43:14 iter: 67039 total_loss: 1.433 loss_cls: 0.005792 loss_box_reg: 0.0148 loss_rpn_cls: 0.0006798 loss_rpn_loc: 0.000982 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01576 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002497 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7128 time: 0.9934 last_time: 1.5028 data_time: 0.0081 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 23:01:24] d2.utils.events INFO: eta: 4:42:41 iter: 67059 total_loss: 1.431 loss_cls: 0.003324 loss_box_reg: 0.01165 loss_rpn_cls: 0.0003943 loss_rpn_loc: 0.0009284 loss_D_img_s: 0.6517 loss_cls_pseudo: 0.02475 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004667 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7285 time: 0.9935 last_time: 1.2851 data_time: 0.0086 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 23:01:50] d2.utils.events INFO: eta: 4:42:22 iter: 67079 total_loss: 1.434 loss_cls: 0.005629 loss_box_reg: 0.01281 loss_rpn_cls: 0.0002751 loss_rpn_loc: 0.0009708 loss_D_img_s: 0.6908 loss_cls_pseudo: 0.01709 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003257 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 0.9936 last_time: 1.3718 data_time: 0.0082 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/23 23:02:16] d2.utils.events INFO: eta: 4:41:49 iter: 67099 total_loss: 1.434 loss_cls: 0.005771 loss_box_reg: 0.01602 loss_rpn_cls: 0.0009624 loss_rpn_loc: 0.001239 loss_D_img_s: 0.7149 loss_cls_pseudo: 0.01468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00231 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6721 time: 0.9936 last_time: 1.2495 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 23:02:42] d2.utils.events INFO: eta: 4:41:17 iter: 67119 total_loss: 1.434 loss_cls: 0.004207 loss_box_reg: 0.01321 loss_rpn_cls: 0.0004423 loss_rpn_loc: 0.0009267 loss_D_img_s: 0.6721 loss_cls_pseudo: 0.02305 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004353 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7065 time: 0.9937 last_time: 1.3026 data_time: 0.0086 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 23:03:08] d2.utils.events INFO: eta: 4:40:57 iter: 67139 total_loss: 1.438 loss_cls: 0.004574 loss_box_reg: 0.01683 loss_rpn_cls: 0.0008392 loss_rpn_loc: 0.001274 loss_D_img_s: 0.6697 loss_cls_pseudo: 0.01863 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004917 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7145 time: 0.9938 last_time: 1.4047 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 23:03:34] d2.utils.events INFO: eta: 4:40:30 iter: 67159 total_loss: 1.436 loss_cls: 0.004012 loss_box_reg: 0.01452 loss_rpn_cls: 0.0005897 loss_rpn_loc: 0.0007893 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02084 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005173 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 0.9939 last_time: 1.1471 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 23:03:59] d2.utils.events INFO: eta: 4:39:56 iter: 67179 total_loss: 1.442 loss_cls: 0.00329 loss_box_reg: 0.01411 loss_rpn_cls: 0.0004295 loss_rpn_loc: 0.0009984 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.02182 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004716 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 0.9940 last_time: 1.1510 data_time: 0.0077 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 23:04:24] d2.utils.events INFO: eta: 4:39:18 iter: 67199 total_loss: 1.426 loss_cls: 0.00408 loss_box_reg: 0.01237 loss_rpn_cls: 0.0005893 loss_rpn_loc: 0.001144 loss_D_img_s: 0.7017 loss_cls_pseudo: 0.01396 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001713 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 0.9941 last_time: 1.5575 data_time: 0.0082 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 23:04:50] d2.utils.events INFO: eta: 4:38:51 iter: 67219 total_loss: 1.432 loss_cls: 0.005097 loss_box_reg: 0.01485 loss_rpn_cls: 0.0003783 loss_rpn_loc: 0.001029 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.01521 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002791 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.9942 last_time: 1.3215 data_time: 0.0072 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 23:05:16] d2.utils.events INFO: eta: 4:38:24 iter: 67239 total_loss: 1.447 loss_cls: 0.006208 loss_box_reg: 0.01454 loss_rpn_cls: 0.001007 loss_rpn_loc: 0.001153 loss_D_img_s: 0.6738 loss_cls_pseudo: 0.02388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004209 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7071 time: 0.9943 last_time: 1.4727 data_time: 0.0077 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 23:05:42] d2.utils.events INFO: eta: 4:38:06 iter: 67259 total_loss: 1.442 loss_cls: 0.005689 loss_box_reg: 0.01569 loss_rpn_cls: 0.001004 loss_rpn_loc: 0.0008865 loss_D_img_s: 0.6661 loss_cls_pseudo: 0.02305 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006238 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7201 time: 0.9943 last_time: 1.3205 data_time: 0.0082 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 23:06:07] d2.utils.events INFO: eta: 4:37:34 iter: 67279 total_loss: 1.435 loss_cls: 0.003754 loss_box_reg: 0.01168 loss_rpn_cls: 0.0005139 loss_rpn_loc: 0.0006112 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.02395 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003465 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 0.9944 last_time: 1.1851 data_time: 0.0087 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 23:06:34] d2.utils.events INFO: eta: 4:37:03 iter: 67299 total_loss: 1.447 loss_cls: 0.00374 loss_box_reg: 0.01325 loss_rpn_cls: 0.0005506 loss_rpn_loc: 0.001379 loss_D_img_s: 0.7334 loss_cls_pseudo: 0.02224 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007917 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6594 time: 0.9945 last_time: 1.1853 data_time: 0.0087 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 23:06:59] d2.utils.events INFO: eta: 4:36:18 iter: 67319 total_loss: 1.438 loss_cls: 0.003745 loss_box_reg: 0.01349 loss_rpn_cls: 0.0003698 loss_rpn_loc: 0.001075 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.01955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004228 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.9946 last_time: 1.1764 data_time: 0.0078 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 23:07:26] d2.utils.events INFO: eta: 4:35:34 iter: 67339 total_loss: 1.43 loss_cls: 0.005268 loss_box_reg: 0.01522 loss_rpn_cls: 0.001002 loss_rpn_loc: 0.0009273 loss_D_img_s: 0.6543 loss_cls_pseudo: 0.01568 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002032 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.716 time: 0.9947 last_time: 1.3928 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/23 23:07:52] d2.utils.events INFO: eta: 4:35:36 iter: 67359 total_loss: 1.426 loss_cls: 0.003904 loss_box_reg: 0.01563 loss_rpn_cls: 0.000417 loss_rpn_loc: 0.00112 loss_D_img_s: 0.6763 loss_cls_pseudo: 0.01511 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002933 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7061 time: 0.9948 last_time: 1.3647 data_time: 0.0084 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 23:08:17] d2.utils.events INFO: eta: 4:34:48 iter: 67379 total_loss: 1.424 loss_cls: 0.003994 loss_box_reg: 0.01338 loss_rpn_cls: 0.0004494 loss_rpn_loc: 0.001085 loss_D_img_s: 0.6926 loss_cls_pseudo: 0.01721 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001733 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6823 time: 0.9949 last_time: 1.3228 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/23 23:08:43] d2.utils.events INFO: eta: 4:34:22 iter: 67399 total_loss: 1.434 loss_cls: 0.004683 loss_box_reg: 0.01371 loss_rpn_cls: 0.001036 loss_rpn_loc: 0.001299 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.01431 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002939 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6923 time: 0.9950 last_time: 1.3488 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 23:09:09] d2.utils.events INFO: eta: 4:33:47 iter: 67419 total_loss: 1.437 loss_cls: 0.004368 loss_box_reg: 0.01098 loss_rpn_cls: 0.0003896 loss_rpn_loc: 0.0008769 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.01932 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004048 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 0.9951 last_time: 1.2928 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 23:09:35] d2.utils.events INFO: eta: 4:32:31 iter: 67439 total_loss: 1.433 loss_cls: 0.003862 loss_box_reg: 0.01358 loss_rpn_cls: 0.0004963 loss_rpn_loc: 0.001141 loss_D_img_s: 0.7138 loss_cls_pseudo: 0.02177 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003018 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6682 time: 0.9952 last_time: 1.3229 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 23:10:01] d2.utils.events INFO: eta: 4:32:00 iter: 67459 total_loss: 1.444 loss_cls: 0.006091 loss_box_reg: 0.01353 loss_rpn_cls: 0.0006752 loss_rpn_loc: 0.00103 loss_D_img_s: 0.7197 loss_cls_pseudo: 0.0195 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003447 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6681 time: 0.9952 last_time: 1.3029 data_time: 0.0074 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 23:10:28] d2.utils.events INFO: eta: 4:31:49 iter: 67479 total_loss: 1.447 loss_cls: 0.004567 loss_box_reg: 0.01266 loss_rpn_cls: 0.0008247 loss_rpn_loc: 0.0009891 loss_D_img_s: 0.6942 loss_cls_pseudo: 0.02464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002505 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 0.9953 last_time: 1.2497 data_time: 0.0081 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 23:10:54] d2.utils.events INFO: eta: 4:31:43 iter: 67499 total_loss: 1.433 loss_cls: 0.004857 loss_box_reg: 0.01271 loss_rpn_cls: 0.0004133 loss_rpn_loc: 0.0009198 loss_D_img_s: 0.6735 loss_cls_pseudo: 0.02837 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002348 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7085 time: 0.9954 last_time: 1.3966 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 23:11:20] d2.utils.events INFO: eta: 4:31:24 iter: 67519 total_loss: 1.46 loss_cls: 0.005496 loss_box_reg: 0.01863 loss_rpn_cls: 0.001712 loss_rpn_loc: 0.0008528 loss_D_img_s: 0.674 loss_cls_pseudo: 0.03741 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006861 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7091 time: 0.9955 last_time: 1.1300 data_time: 0.0077 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 23:11:47] d2.utils.events INFO: eta: 4:31:49 iter: 67539 total_loss: 1.441 loss_cls: 0.004767 loss_box_reg: 0.01381 loss_rpn_cls: 0.0004233 loss_rpn_loc: 0.0009317 loss_D_img_s: 0.689 loss_cls_pseudo: 0.02555 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003183 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.9956 last_time: 1.5131 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 23:12:12] d2.utils.events INFO: eta: 4:31:26 iter: 67559 total_loss: 1.418 loss_cls: 0.004519 loss_box_reg: 0.01304 loss_rpn_cls: 0.0002688 loss_rpn_loc: 0.0007402 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.01275 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001887 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 0.9957 last_time: 1.2978 data_time: 0.0079 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 23:12:37] d2.utils.events INFO: eta: 4:30:27 iter: 67579 total_loss: 1.448 loss_cls: 0.005477 loss_box_reg: 0.01631 loss_rpn_cls: 0.0008798 loss_rpn_loc: 0.00125 loss_D_img_s: 0.715 loss_cls_pseudo: 0.02401 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004598 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.668 time: 0.9958 last_time: 1.1906 data_time: 0.0078 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 23:13:05] d2.utils.events INFO: eta: 4:30:35 iter: 67599 total_loss: 1.427 loss_cls: 0.004072 loss_box_reg: 0.01335 loss_rpn_cls: 0.0007144 loss_rpn_loc: 0.0007875 loss_D_img_s: 0.6921 loss_cls_pseudo: 0.01477 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001991 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 0.9959 last_time: 1.3686 data_time: 0.0082 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 23:13:30] d2.utils.events INFO: eta: 4:30:08 iter: 67619 total_loss: 1.432 loss_cls: 0.003753 loss_box_reg: 0.01464 loss_rpn_cls: 0.0002814 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6761 loss_cls_pseudo: 0.01567 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002793 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7092 time: 0.9960 last_time: 1.1940 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 23:13:56] d2.utils.events INFO: eta: 4:29:32 iter: 67639 total_loss: 1.462 loss_cls: 0.005664 loss_box_reg: 0.01454 loss_rpn_cls: 0.0008547 loss_rpn_loc: 0.00137 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.02319 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005411 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7083 time: 0.9961 last_time: 1.3338 data_time: 0.0079 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 23:14:23] d2.utils.events INFO: eta: 4:29:12 iter: 67659 total_loss: 1.452 loss_cls: 0.005583 loss_box_reg: 0.01757 loss_rpn_cls: 0.0009534 loss_rpn_loc: 0.001041 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.03239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006613 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6844 time: 0.9962 last_time: 1.3174 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 23:14:49] d2.utils.events INFO: eta: 4:28:49 iter: 67679 total_loss: 1.446 loss_cls: 0.004187 loss_box_reg: 0.01329 loss_rpn_cls: 0.000308 loss_rpn_loc: 0.001107 loss_D_img_s: 0.7261 loss_cls_pseudo: 0.02071 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6607 time: 0.9963 last_time: 1.1402 data_time: 0.0076 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 23:15:15] d2.utils.events INFO: eta: 4:28:33 iter: 67699 total_loss: 1.444 loss_cls: 0.005093 loss_box_reg: 0.01585 loss_rpn_cls: 0.0008537 loss_rpn_loc: 0.001117 loss_D_img_s: 0.6696 loss_cls_pseudo: 0.02466 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004411 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 0.9963 last_time: 1.1586 data_time: 0.0077 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 23:15:41] d2.utils.events INFO: eta: 4:28:14 iter: 67719 total_loss: 1.448 loss_cls: 0.004071 loss_box_reg: 0.01376 loss_rpn_cls: 0.0005775 loss_rpn_loc: 0.0007123 loss_D_img_s: 0.6654 loss_cls_pseudo: 0.02157 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00329 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7203 time: 0.9964 last_time: 1.1352 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:16:07] d2.utils.events INFO: eta: 4:27:31 iter: 67739 total_loss: 1.444 loss_cls: 0.005309 loss_box_reg: 0.01539 loss_rpn_cls: 0.0006908 loss_rpn_loc: 0.0009364 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.02138 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004656 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 0.9965 last_time: 1.1864 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 23:16:33] d2.utils.events INFO: eta: 4:26:57 iter: 67759 total_loss: 1.439 loss_cls: 0.004128 loss_box_reg: 0.01613 loss_rpn_cls: 0.0007652 loss_rpn_loc: 0.001 loss_D_img_s: 0.7049 loss_cls_pseudo: 0.02221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003482 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6769 time: 0.9966 last_time: 1.1259 data_time: 0.0076 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:16:59] d2.utils.events INFO: eta: 4:26:48 iter: 67779 total_loss: 1.431 loss_cls: 0.004945 loss_box_reg: 0.01586 loss_rpn_cls: 0.0005653 loss_rpn_loc: 0.001088 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.01963 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003831 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6702 time: 0.9967 last_time: 1.1590 data_time: 0.0077 last_data_time: 0.0056 lr: 0.01 max_mem: 12687M [03/23 23:17:25] d2.utils.events INFO: eta: 4:26:42 iter: 67799 total_loss: 1.432 loss_cls: 0.004394 loss_box_reg: 0.0144 loss_rpn_cls: 0.0003284 loss_rpn_loc: 0.001129 loss_D_img_s: 0.7016 loss_cls_pseudo: 0.01785 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002344 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 0.9968 last_time: 1.1662 data_time: 0.0086 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 23:17:50] d2.utils.events INFO: eta: 4:25:56 iter: 67819 total_loss: 1.429 loss_cls: 0.005577 loss_box_reg: 0.01646 loss_rpn_cls: 0.0004666 loss_rpn_loc: 0.0007745 loss_D_img_s: 0.6776 loss_cls_pseudo: 0.01696 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0033 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7005 time: 0.9969 last_time: 1.1523 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:18:17] d2.utils.events INFO: eta: 4:25:25 iter: 67839 total_loss: 1.421 loss_cls: 0.004318 loss_box_reg: 0.01483 loss_rpn_cls: 0.0005203 loss_rpn_loc: 0.0009995 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.02144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003199 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6916 time: 0.9970 last_time: 1.1382 data_time: 0.0077 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:18:42] d2.utils.events INFO: eta: 4:24:54 iter: 67859 total_loss: 1.416 loss_cls: 0.005842 loss_box_reg: 0.01373 loss_rpn_cls: 0.0002959 loss_rpn_loc: 0.001243 loss_D_img_s: 0.6962 loss_cls_pseudo: 0.01486 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001644 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6731 time: 0.9971 last_time: 1.2493 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:19:09] d2.utils.events INFO: eta: 4:24:44 iter: 67879 total_loss: 1.421 loss_cls: 0.004382 loss_box_reg: 0.01434 loss_rpn_cls: 0.0004951 loss_rpn_loc: 0.001075 loss_D_img_s: 0.6913 loss_cls_pseudo: 0.0169 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001316 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 0.9971 last_time: 1.3423 data_time: 0.0083 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 23:19:34] d2.utils.events INFO: eta: 4:24:01 iter: 67899 total_loss: 1.411 loss_cls: 0.004503 loss_box_reg: 0.01351 loss_rpn_cls: 0.0003081 loss_rpn_loc: 0.0009215 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.01585 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00309 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 0.9972 last_time: 1.1623 data_time: 0.0077 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/23 23:20:00] d2.utils.events INFO: eta: 4:23:39 iter: 67919 total_loss: 1.43 loss_cls: 0.005013 loss_box_reg: 0.01374 loss_rpn_cls: 0.0005103 loss_rpn_loc: 0.001089 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.01209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001665 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 0.9973 last_time: 1.2486 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 23:20:25] d2.utils.events INFO: eta: 4:23:19 iter: 67939 total_loss: 1.431 loss_cls: 0.004454 loss_box_reg: 0.01503 loss_rpn_cls: 0.0002916 loss_rpn_loc: 0.0009272 loss_D_img_s: 0.6858 loss_cls_pseudo: 0.01457 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001812 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 0.9974 last_time: 1.1521 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 23:20:51] d2.utils.events INFO: eta: 4:22:43 iter: 67959 total_loss: 1.429 loss_cls: 0.004055 loss_box_reg: 0.0134 loss_rpn_cls: 0.0002595 loss_rpn_loc: 0.0008436 loss_D_img_s: 0.6846 loss_cls_pseudo: 0.02923 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004662 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 0.9975 last_time: 1.3543 data_time: 0.0071 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 23:21:16] d2.utils.events INFO: eta: 4:22:02 iter: 67979 total_loss: 1.433 loss_cls: 0.00453 loss_box_reg: 0.01889 loss_rpn_cls: 0.000432 loss_rpn_loc: 0.0007678 loss_D_img_s: 0.677 loss_cls_pseudo: 0.01937 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002538 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7081 time: 0.9976 last_time: 1.2898 data_time: 0.0077 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 23:21:41] d2.data.common INFO: Serializing the dataset using: [03/23 23:21:41] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 23:21:41] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 23:21:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 23:21:41] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 23:21:43] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0118 s/iter. Inference: 0.1048 s/iter. Eval: 0.0002 s/iter. Total: 0.1168 s/iter. ETA=0:00:46 [03/23 23:21:48] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0059 s/iter. Inference: 0.1090 s/iter. Eval: 0.0003 s/iter. Total: 0.1152 s/iter. ETA=0:00:40 [03/23 23:21:53] d2.evaluation.evaluator INFO: Inference done 102/410. Dataloading: 0.0048 s/iter. Inference: 0.1060 s/iter. Eval: 0.0003 s/iter. Total: 0.1111 s/iter. ETA=0:00:34 [03/23 23:21:58] d2.evaluation.evaluator INFO: Inference done 152/410. Dataloading: 0.0045 s/iter. Inference: 0.1029 s/iter. Eval: 0.0003 s/iter. Total: 0.1077 s/iter. ETA=0:00:27 [03/23 23:22:03] d2.evaluation.evaluator INFO: Inference done 202/410. Dataloading: 0.0037 s/iter. Inference: 0.1018 s/iter. Eval: 0.0002 s/iter. Total: 0.1059 s/iter. ETA=0:00:22 [03/23 23:22:08] d2.evaluation.evaluator INFO: Inference done 255/410. Dataloading: 0.0035 s/iter. Inference: 0.0998 s/iter. Eval: 0.0002 s/iter. Total: 0.1035 s/iter. ETA=0:00:16 [03/23 23:22:13] d2.evaluation.evaluator INFO: Inference done 308/410. Dataloading: 0.0031 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1021 s/iter. ETA=0:00:10 [03/23 23:22:18] d2.evaluation.evaluator INFO: Inference done 361/410. Dataloading: 0.0031 s/iter. Inference: 0.0976 s/iter. Eval: 0.0002 s/iter. Total: 0.1010 s/iter. ETA=0:00:04 [03/23 23:22:23] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.525221 (0.100062 s / iter per device, on 1 devices) [03/23 23:22:23] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.096493 s / iter per device, on 1 devices) [03/23 23:22:23] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 23:22:23] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 23:22:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 23:22:23] d2.evaluation.testing INFO: copypaste: 2.3157,9.1525,0.1303 [03/23 23:22:23] d2.data.common INFO: Serializing the dataset using: [03/23 23:22:23] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 23:22:23] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 23:22:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 23:22:23] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 23:22:25] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0022 s/iter. Inference: 0.1156 s/iter. Eval: 0.0002 s/iter. Total: 0.1181 s/iter. ETA=0:00:47 [03/23 23:22:30] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0030 s/iter. Inference: 0.0973 s/iter. Eval: 0.0003 s/iter. Total: 0.1007 s/iter. ETA=0:00:35 [03/23 23:22:35] d2.evaluation.evaluator INFO: Inference done 112/410. Dataloading: 0.0037 s/iter. Inference: 0.0963 s/iter. Eval: 0.0003 s/iter. Total: 0.1004 s/iter. ETA=0:00:29 [03/23 23:22:40] d2.evaluation.evaluator INFO: Inference done 167/410. Dataloading: 0.0040 s/iter. Inference: 0.0931 s/iter. Eval: 0.0003 s/iter. Total: 0.0974 s/iter. ETA=0:00:23 [03/23 23:22:45] d2.evaluation.evaluator INFO: Inference done 223/410. Dataloading: 0.0035 s/iter. Inference: 0.0918 s/iter. Eval: 0.0003 s/iter. Total: 0.0957 s/iter. ETA=0:00:17 [03/23 23:22:50] d2.evaluation.evaluator INFO: Inference done 278/410. Dataloading: 0.0033 s/iter. Inference: 0.0912 s/iter. Eval: 0.0003 s/iter. Total: 0.0949 s/iter. ETA=0:00:12 [03/23 23:22:55] d2.evaluation.evaluator INFO: Inference done 333/410. Dataloading: 0.0032 s/iter. Inference: 0.0907 s/iter. Eval: 0.0003 s/iter. Total: 0.0943 s/iter. ETA=0:00:07 [03/23 23:23:00] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0031 s/iter. Inference: 0.0906 s/iter. Eval: 0.0003 s/iter. Total: 0.0941 s/iter. ETA=0:00:02 [03/23 23:23:02] d2.evaluation.evaluator INFO: Total inference time: 0:00:38.109254 (0.094097 s / iter per device, on 1 devices) [03/23 23:23:02] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.090430 s / iter per device, on 1 devices) [03/23 23:23:03] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 23:23:03] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 23:23:03] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 23:23:03] d2.evaluation.testing INFO: copypaste: 1.8318,6.4605,1.1567 [03/23 23:23:03] d2.utils.events INFO: eta: 4:21:51 iter: 67999 total_loss: 1.433 loss_cls: 0.004283 loss_box_reg: 0.01327 loss_rpn_cls: 0.0005971 loss_rpn_loc: 0.0009135 loss_D_img_s: 0.6674 loss_cls_pseudo: 0.01544 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001813 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7253 time: 0.9976 last_time: 1.3386 data_time: 0.0084 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 23:23:28] d2.utils.events INFO: eta: 4:21:11 iter: 68019 total_loss: 1.452 loss_cls: 0.0048 loss_box_reg: 0.01566 loss_rpn_cls: 0.0003268 loss_rpn_loc: 0.0008872 loss_D_img_s: 0.6713 loss_cls_pseudo: 0.03561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002584 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7119 time: 0.9977 last_time: 1.3399 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/23 23:24:01] d2.utils.events INFO: eta: 4:21:08 iter: 68039 total_loss: 1.441 loss_cls: 0.004758 loss_box_reg: 0.01519 loss_rpn_cls: 0.0006496 loss_rpn_loc: 0.0012 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.02464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004029 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6962 time: 0.9979 last_time: 1.5057 data_time: 0.0071 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 23:24:33] d2.utils.events INFO: eta: 4:21:30 iter: 68059 total_loss: 1.425 loss_cls: 0.003031 loss_box_reg: 0.01338 loss_rpn_cls: 0.0002764 loss_rpn_loc: 0.0006625 loss_D_img_s: 0.6875 loss_cls_pseudo: 0.01839 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00495 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9981 last_time: 0.9681 data_time: 0.0076 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 23:24:59] d2.utils.events INFO: eta: 4:21:04 iter: 68079 total_loss: 1.432 loss_cls: 0.005705 loss_box_reg: 0.01566 loss_rpn_cls: 0.0005593 loss_rpn_loc: 0.001041 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.01388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6933 time: 0.9982 last_time: 1.2223 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/23 23:25:25] d2.utils.events INFO: eta: 4:20:49 iter: 68099 total_loss: 1.434 loss_cls: 0.003711 loss_box_reg: 0.01309 loss_rpn_cls: 0.0004478 loss_rpn_loc: 0.0008799 loss_D_img_s: 0.7005 loss_cls_pseudo: 0.01903 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003218 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 0.9982 last_time: 1.1422 data_time: 0.0080 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/23 23:25:51] d2.utils.events INFO: eta: 4:20:11 iter: 68119 total_loss: 1.427 loss_cls: 0.004409 loss_box_reg: 0.01167 loss_rpn_cls: 0.0002221 loss_rpn_loc: 0.001178 loss_D_img_s: 0.6951 loss_cls_pseudo: 0.01694 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002076 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 0.9983 last_time: 1.4425 data_time: 0.0079 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 23:26:16] d2.utils.events INFO: eta: 4:19:20 iter: 68139 total_loss: 1.428 loss_cls: 0.006076 loss_box_reg: 0.01311 loss_rpn_cls: 0.000513 loss_rpn_loc: 0.0009406 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.02139 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003288 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6875 time: 0.9984 last_time: 1.3323 data_time: 0.0087 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/23 23:26:44] d2.utils.events INFO: eta: 4:19:21 iter: 68159 total_loss: 1.433 loss_cls: 0.004002 loss_box_reg: 0.01356 loss_rpn_cls: 0.0002866 loss_rpn_loc: 0.0007526 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.02194 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004026 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 0.9985 last_time: 1.3373 data_time: 0.0076 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 23:27:10] d2.utils.events INFO: eta: 4:19:00 iter: 68179 total_loss: 1.433 loss_cls: 0.004492 loss_box_reg: 0.0152 loss_rpn_cls: 0.0004099 loss_rpn_loc: 0.001297 loss_D_img_s: 0.688 loss_cls_pseudo: 0.01627 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004156 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 0.9986 last_time: 1.3330 data_time: 0.0079 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/23 23:27:36] d2.utils.events INFO: eta: 4:18:42 iter: 68199 total_loss: 1.432 loss_cls: 0.004762 loss_box_reg: 0.01512 loss_rpn_cls: 0.0005708 loss_rpn_loc: 0.001016 loss_D_img_s: 0.7011 loss_cls_pseudo: 0.02246 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004903 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6822 time: 0.9987 last_time: 1.6114 data_time: 0.0089 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/23 23:28:02] d2.utils.events INFO: eta: 4:18:09 iter: 68219 total_loss: 1.436 loss_cls: 0.004159 loss_box_reg: 0.01475 loss_rpn_cls: 0.0005285 loss_rpn_loc: 0.0008958 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.0239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003287 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 0.9988 last_time: 1.3042 data_time: 0.0084 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 23:28:27] d2.utils.events INFO: eta: 4:17:40 iter: 68239 total_loss: 1.423 loss_cls: 0.003571 loss_box_reg: 0.01376 loss_rpn_cls: 0.0005029 loss_rpn_loc: 0.0008048 loss_D_img_s: 0.691 loss_cls_pseudo: 0.01499 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0011 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 0.9989 last_time: 1.2996 data_time: 0.0078 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/23 23:28:53] d2.utils.events INFO: eta: 4:17:13 iter: 68259 total_loss: 1.433 loss_cls: 0.002748 loss_box_reg: 0.01294 loss_rpn_cls: 0.000322 loss_rpn_loc: 0.001213 loss_D_img_s: 0.7 loss_cls_pseudo: 0.02504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002278 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 0.9990 last_time: 1.3491 data_time: 0.0082 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/23 23:29:18] d2.utils.events INFO: eta: 4:16:47 iter: 68279 total_loss: 1.425 loss_cls: 0.004714 loss_box_reg: 0.01166 loss_rpn_cls: 0.0004574 loss_rpn_loc: 0.001133 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01116 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001601 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 0.9990 last_time: 1.2996 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 23:29:44] d2.utils.events INFO: eta: 4:16:17 iter: 68299 total_loss: 1.437 loss_cls: 0.005257 loss_box_reg: 0.01662 loss_rpn_cls: 0.0007066 loss_rpn_loc: 0.001176 loss_D_img_s: 0.6794 loss_cls_pseudo: 0.02484 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 0.9991 last_time: 1.3538 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 23:30:11] d2.utils.events INFO: eta: 4:16:00 iter: 68319 total_loss: 1.428 loss_cls: 0.00413 loss_box_reg: 0.01192 loss_rpn_cls: 0.0009179 loss_rpn_loc: 0.0007447 loss_D_img_s: 0.6763 loss_cls_pseudo: 0.0117 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001743 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7082 time: 0.9992 last_time: 1.1858 data_time: 0.0079 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 23:30:38] d2.utils.events INFO: eta: 4:15:46 iter: 68339 total_loss: 1.428 loss_cls: 0.004063 loss_box_reg: 0.01405 loss_rpn_cls: 0.0004696 loss_rpn_loc: 0.001023 loss_D_img_s: 0.6806 loss_cls_pseudo: 0.01475 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002386 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7045 time: 0.9993 last_time: 1.4822 data_time: 0.0077 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 23:31:05] d2.utils.events INFO: eta: 4:15:16 iter: 68359 total_loss: 1.426 loss_cls: 0.003617 loss_box_reg: 0.01175 loss_rpn_cls: 0.0004722 loss_rpn_loc: 0.001004 loss_D_img_s: 0.6841 loss_cls_pseudo: 0.01979 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003092 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 0.9994 last_time: 1.7091 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 23:31:30] d2.utils.events INFO: eta: 4:14:54 iter: 68379 total_loss: 1.428 loss_cls: 0.004545 loss_box_reg: 0.01122 loss_rpn_cls: 0.0003832 loss_rpn_loc: 0.0008387 loss_D_img_s: 0.6844 loss_cls_pseudo: 0.01958 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00298 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7004 time: 0.9995 last_time: 1.3475 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 23:31:56] d2.utils.events INFO: eta: 4:14:31 iter: 68399 total_loss: 1.442 loss_cls: 0.00456 loss_box_reg: 0.01512 loss_rpn_cls: 0.0005163 loss_rpn_loc: 0.001066 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.02602 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00438 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 0.9996 last_time: 1.3845 data_time: 0.0090 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/23 23:32:22] d2.utils.events INFO: eta: 4:14:05 iter: 68419 total_loss: 1.444 loss_cls: 0.005718 loss_box_reg: 0.0169 loss_rpn_cls: 0.0008093 loss_rpn_loc: 0.0009257 loss_D_img_s: 0.7182 loss_cls_pseudo: 0.02198 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003566 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6682 time: 0.9997 last_time: 1.2793 data_time: 0.0076 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 23:32:48] d2.utils.events INFO: eta: 4:13:45 iter: 68439 total_loss: 1.445 loss_cls: 0.004767 loss_box_reg: 0.01415 loss_rpn_cls: 0.0005468 loss_rpn_loc: 0.001368 loss_D_img_s: 0.7232 loss_cls_pseudo: 0.02766 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004429 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6603 time: 0.9998 last_time: 1.4213 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 23:33:15] d2.utils.events INFO: eta: 4:13:39 iter: 68459 total_loss: 1.438 loss_cls: 0.005502 loss_box_reg: 0.01624 loss_rpn_cls: 0.0006074 loss_rpn_loc: 0.001273 loss_D_img_s: 0.7093 loss_cls_pseudo: 0.02258 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005473 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6725 time: 0.9999 last_time: 1.3426 data_time: 0.0075 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 23:33:42] d2.utils.events INFO: eta: 4:13:06 iter: 68479 total_loss: 1.433 loss_cls: 0.005131 loss_box_reg: 0.01343 loss_rpn_cls: 0.0006456 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6735 loss_cls_pseudo: 0.01882 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003006 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7075 time: 1.0000 last_time: 1.3547 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/23 23:34:08] d2.utils.events INFO: eta: 4:12:21 iter: 68499 total_loss: 1.432 loss_cls: 0.00361 loss_box_reg: 0.01477 loss_rpn_cls: 0.0003113 loss_rpn_loc: 0.00102 loss_D_img_s: 0.6691 loss_cls_pseudo: 0.01814 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002786 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.709 time: 1.0001 last_time: 1.2817 data_time: 0.0085 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 23:34:34] d2.utils.events INFO: eta: 4:11:53 iter: 68519 total_loss: 1.427 loss_cls: 0.004858 loss_box_reg: 0.0148 loss_rpn_cls: 0.0008123 loss_rpn_loc: 0.001241 loss_D_img_s: 0.6702 loss_cls_pseudo: 0.01315 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002334 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7111 time: 1.0001 last_time: 1.1199 data_time: 0.0081 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 23:35:01] d2.utils.events INFO: eta: 4:11:18 iter: 68539 total_loss: 1.433 loss_cls: 0.004653 loss_box_reg: 0.013 loss_rpn_cls: 0.0004795 loss_rpn_loc: 0.0009517 loss_D_img_s: 0.6781 loss_cls_pseudo: 0.02022 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005339 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7081 time: 1.0002 last_time: 1.4294 data_time: 0.0085 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 23:35:27] d2.utils.events INFO: eta: 4:10:52 iter: 68559 total_loss: 1.445 loss_cls: 0.004891 loss_box_reg: 0.01389 loss_rpn_cls: 0.0004672 loss_rpn_loc: 0.0009008 loss_D_img_s: 0.6969 loss_cls_pseudo: 0.01841 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002484 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6961 time: 1.0003 last_time: 1.5668 data_time: 0.0092 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 23:35:54] d2.utils.events INFO: eta: 4:10:34 iter: 68579 total_loss: 1.439 loss_cls: 0.003814 loss_box_reg: 0.01532 loss_rpn_cls: 0.0006236 loss_rpn_loc: 0.001056 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.02679 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004067 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.671 time: 1.0004 last_time: 1.3053 data_time: 0.0078 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 23:36:20] d2.utils.events INFO: eta: 4:09:59 iter: 68599 total_loss: 1.435 loss_cls: 0.003807 loss_box_reg: 0.0134 loss_rpn_cls: 0.0004225 loss_rpn_loc: 0.001317 loss_D_img_s: 0.7132 loss_cls_pseudo: 0.02589 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.008089 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6674 time: 1.0005 last_time: 1.2376 data_time: 0.0077 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 23:36:46] d2.utils.events INFO: eta: 4:09:24 iter: 68619 total_loss: 1.426 loss_cls: 0.003902 loss_box_reg: 0.01222 loss_rpn_cls: 0.0006044 loss_rpn_loc: 0.001172 loss_D_img_s: 0.7135 loss_cls_pseudo: 0.01904 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003942 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6683 time: 1.0006 last_time: 1.1619 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 23:37:11] d2.utils.events INFO: eta: 4:08:56 iter: 68639 total_loss: 1.441 loss_cls: 0.004382 loss_box_reg: 0.01291 loss_rpn_cls: 0.0005146 loss_rpn_loc: 0.0009462 loss_D_img_s: 0.7082 loss_cls_pseudo: 0.02955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007144 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6793 time: 1.0007 last_time: 1.2126 data_time: 0.0079 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 23:37:37] d2.utils.events INFO: eta: 4:08:31 iter: 68659 total_loss: 1.426 loss_cls: 0.004073 loss_box_reg: 0.01284 loss_rpn_cls: 0.0004111 loss_rpn_loc: 0.001344 loss_D_img_s: 0.6865 loss_cls_pseudo: 0.0164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002587 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 1.0008 last_time: 1.1566 data_time: 0.0084 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/23 23:38:03] d2.utils.events INFO: eta: 4:08:04 iter: 68679 total_loss: 1.422 loss_cls: 0.003426 loss_box_reg: 0.0116 loss_rpn_cls: 0.0005225 loss_rpn_loc: 0.001065 loss_D_img_s: 0.6732 loss_cls_pseudo: 0.01208 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001944 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7085 time: 1.0008 last_time: 1.1563 data_time: 0.0085 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/23 23:38:29] d2.utils.events INFO: eta: 4:07:28 iter: 68699 total_loss: 1.416 loss_cls: 0.003755 loss_box_reg: 0.01322 loss_rpn_cls: 0.0003051 loss_rpn_loc: 0.0007833 loss_D_img_s: 0.6739 loss_cls_pseudo: 0.01273 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7095 time: 1.0009 last_time: 1.2170 data_time: 0.0077 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 23:38:54] d2.utils.events INFO: eta: 4:06:40 iter: 68719 total_loss: 1.43 loss_cls: 0.003232 loss_box_reg: 0.01194 loss_rpn_cls: 0.0004053 loss_rpn_loc: 0.0009987 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.02685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003962 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 1.0010 last_time: 1.2872 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 23:39:21] d2.utils.events INFO: eta: 4:06:42 iter: 68739 total_loss: 1.429 loss_cls: 0.004717 loss_box_reg: 0.01299 loss_rpn_cls: 0.0007247 loss_rpn_loc: 0.001089 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.01981 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004578 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6785 time: 1.0011 last_time: 1.2981 data_time: 0.0087 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/23 23:39:47] d2.utils.events INFO: eta: 4:06:32 iter: 68759 total_loss: 1.423 loss_cls: 0.004316 loss_box_reg: 0.01259 loss_rpn_cls: 0.0003766 loss_rpn_loc: 0.0009114 loss_D_img_s: 0.7079 loss_cls_pseudo: 0.01261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003592 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6769 time: 1.0012 last_time: 1.2372 data_time: 0.0088 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 23:40:13] d2.utils.events INFO: eta: 4:06:06 iter: 68779 total_loss: 1.425 loss_cls: 0.004228 loss_box_reg: 0.01227 loss_rpn_cls: 0.0003409 loss_rpn_loc: 0.0008783 loss_D_img_s: 0.6946 loss_cls_pseudo: 0.01286 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00207 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 1.0013 last_time: 1.1520 data_time: 0.0071 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 23:40:39] d2.utils.events INFO: eta: 4:05:36 iter: 68799 total_loss: 1.428 loss_cls: 0.003696 loss_box_reg: 0.01192 loss_rpn_cls: 0.0002815 loss_rpn_loc: 0.0009345 loss_D_img_s: 0.6709 loss_cls_pseudo: 0.02106 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00307 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7143 time: 1.0014 last_time: 1.5288 data_time: 0.0078 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/23 23:41:06] d2.utils.events INFO: eta: 4:05:23 iter: 68819 total_loss: 1.425 loss_cls: 0.004138 loss_box_reg: 0.01323 loss_rpn_cls: 0.0006198 loss_rpn_loc: 0.001054 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01595 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001394 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6984 time: 1.0015 last_time: 1.2182 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 23:41:32] d2.utils.events INFO: eta: 4:05:12 iter: 68839 total_loss: 1.418 loss_cls: 0.003695 loss_box_reg: 0.01313 loss_rpn_cls: 0.0003072 loss_rpn_loc: 0.001175 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.01483 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009502 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 1.0016 last_time: 1.1543 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 23:41:58] d2.utils.events INFO: eta: 4:04:30 iter: 68859 total_loss: 1.439 loss_cls: 0.005097 loss_box_reg: 0.01537 loss_rpn_cls: 0.0004547 loss_rpn_loc: 0.001002 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.01738 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00659 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 1.0016 last_time: 1.1991 data_time: 0.0083 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 23:42:23] d2.utils.events INFO: eta: 4:03:53 iter: 68879 total_loss: 1.43 loss_cls: 0.005566 loss_box_reg: 0.01629 loss_rpn_cls: 0.0007851 loss_rpn_loc: 0.001584 loss_D_img_s: 0.6789 loss_cls_pseudo: 0.01715 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002186 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 1.0017 last_time: 1.5905 data_time: 0.0083 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 23:42:49] d2.utils.events INFO: eta: 4:03:26 iter: 68899 total_loss: 1.423 loss_cls: 0.003707 loss_box_reg: 0.01105 loss_rpn_cls: 0.0003792 loss_rpn_loc: 0.0007662 loss_D_img_s: 0.6925 loss_cls_pseudo: 0.01986 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001479 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 1.0018 last_time: 1.2847 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:43:15] d2.utils.events INFO: eta: 4:03:00 iter: 68919 total_loss: 1.436 loss_cls: 0.004199 loss_box_reg: 0.01384 loss_rpn_cls: 0.0007818 loss_rpn_loc: 0.001315 loss_D_img_s: 0.6995 loss_cls_pseudo: 0.01593 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002182 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 1.0019 last_time: 1.1228 data_time: 0.0082 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/23 23:43:41] d2.utils.events INFO: eta: 4:02:40 iter: 68939 total_loss: 1.437 loss_cls: 0.005381 loss_box_reg: 0.01469 loss_rpn_cls: 0.0008263 loss_rpn_loc: 0.001065 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.02074 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003885 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 1.0020 last_time: 1.1221 data_time: 0.0081 last_data_time: 0.0111 lr: 0.01 max_mem: 12687M [03/23 23:44:07] d2.utils.events INFO: eta: 4:02:23 iter: 68959 total_loss: 1.427 loss_cls: 0.004553 loss_box_reg: 0.01415 loss_rpn_cls: 0.0002988 loss_rpn_loc: 0.0009929 loss_D_img_s: 0.694 loss_cls_pseudo: 0.014 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004004 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6907 time: 1.0021 last_time: 1.3737 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 23:44:33] d2.utils.events INFO: eta: 4:02:13 iter: 68979 total_loss: 1.426 loss_cls: 0.005299 loss_box_reg: 0.01307 loss_rpn_cls: 0.0008719 loss_rpn_loc: 0.0009905 loss_D_img_s: 0.6988 loss_cls_pseudo: 0.0125 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002149 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6844 time: 1.0022 last_time: 1.2851 data_time: 0.0080 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/23 23:45:00] d2.data.common INFO: Serializing the dataset using: [03/23 23:45:00] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 23:45:00] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 23:45:00] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 23:45:00] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 23:45:01] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0010 s/iter. Inference: 0.0865 s/iter. Eval: 0.0002 s/iter. Total: 0.0877 s/iter. ETA=0:00:35 [03/23 23:45:06] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0066 s/iter. Inference: 0.0944 s/iter. Eval: 0.0003 s/iter. Total: 0.1013 s/iter. ETA=0:00:35 [03/23 23:45:11] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0052 s/iter. Inference: 0.0958 s/iter. Eval: 0.0002 s/iter. Total: 0.1013 s/iter. ETA=0:00:30 [03/23 23:45:16] d2.evaluation.evaluator INFO: Inference done 164/410. Dataloading: 0.0044 s/iter. Inference: 0.0941 s/iter. Eval: 0.0002 s/iter. Total: 0.0987 s/iter. ETA=0:00:24 [03/23 23:45:21] d2.evaluation.evaluator INFO: Inference done 221/410. Dataloading: 0.0041 s/iter. Inference: 0.0915 s/iter. Eval: 0.0002 s/iter. Total: 0.0959 s/iter. ETA=0:00:18 [03/23 23:45:26] d2.evaluation.evaluator INFO: Inference done 278/410. Dataloading: 0.0040 s/iter. Inference: 0.0903 s/iter. Eval: 0.0002 s/iter. Total: 0.0945 s/iter. ETA=0:00:12 [03/23 23:45:31] d2.evaluation.evaluator INFO: Inference done 334/410. Dataloading: 0.0038 s/iter. Inference: 0.0897 s/iter. Eval: 0.0002 s/iter. Total: 0.0938 s/iter. ETA=0:00:07 [03/23 23:45:37] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0036 s/iter. Inference: 0.0899 s/iter. Eval: 0.0002 s/iter. Total: 0.0938 s/iter. ETA=0:00:02 [03/23 23:45:39] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.904392 (0.093591 s / iter per device, on 1 devices) [03/23 23:45:39] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:36 (0.089454 s / iter per device, on 1 devices) [03/23 23:45:39] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 23:45:39] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 23:45:39] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 23:45:39] d2.evaluation.testing INFO: copypaste: 1.4768,4.4316,0.0110 [03/23 23:45:39] d2.data.common INFO: Serializing the dataset using: [03/23 23:45:39] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/23 23:45:39] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/23 23:45:39] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/23 23:45:39] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/23 23:45:42] d2.evaluation.evaluator INFO: Inference done 20/410. Dataloading: 0.0061 s/iter. Inference: 0.1006 s/iter. Eval: 0.0002 s/iter. Total: 0.1069 s/iter. ETA=0:00:41 [03/23 23:45:47] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0055 s/iter. Inference: 0.0996 s/iter. Eval: 0.0002 s/iter. Total: 0.1054 s/iter. ETA=0:00:36 [03/23 23:45:52] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0045 s/iter. Inference: 0.0993 s/iter. Eval: 0.0003 s/iter. Total: 0.1043 s/iter. ETA=0:00:30 [03/23 23:45:57] d2.evaluation.evaluator INFO: Inference done 171/410. Dataloading: 0.0041 s/iter. Inference: 0.0962 s/iter. Eval: 0.0003 s/iter. Total: 0.1007 s/iter. ETA=0:00:24 [03/23 23:46:02] d2.evaluation.evaluator INFO: Inference done 221/410. Dataloading: 0.0036 s/iter. Inference: 0.0967 s/iter. Eval: 0.0003 s/iter. Total: 0.1007 s/iter. ETA=0:00:19 [03/23 23:46:07] d2.evaluation.evaluator INFO: Inference done 271/410. Dataloading: 0.0034 s/iter. Inference: 0.0969 s/iter. Eval: 0.0003 s/iter. Total: 0.1006 s/iter. ETA=0:00:13 [03/23 23:46:12] d2.evaluation.evaluator INFO: Inference done 326/410. Dataloading: 0.0036 s/iter. Inference: 0.0952 s/iter. Eval: 0.0003 s/iter. Total: 0.0991 s/iter. ETA=0:00:08 [03/23 23:46:17] d2.evaluation.evaluator INFO: Inference done 382/410. Dataloading: 0.0038 s/iter. Inference: 0.0938 s/iter. Eval: 0.0003 s/iter. Total: 0.0980 s/iter. ETA=0:00:02 [03/23 23:46:20] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.830972 (0.098348 s / iter per device, on 1 devices) [03/23 23:46:20] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.093979 s / iter per device, on 1 devices) [03/23 23:46:20] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/23 23:46:20] d2.evaluation.testing INFO: copypaste: Task: bbox [03/23 23:46:20] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/23 23:46:20] d2.evaluation.testing INFO: copypaste: 2.1230,7.7437,0.6215 [03/23 23:46:20] d2.utils.events INFO: eta: 4:01:52 iter: 68999 total_loss: 1.433 loss_cls: 0.003758 loss_box_reg: 0.01282 loss_rpn_cls: 0.0003627 loss_rpn_loc: 0.0009171 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.01642 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003455 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6806 time: 1.0022 last_time: 1.1986 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 23:46:45] d2.utils.events INFO: eta: 4:01:23 iter: 69019 total_loss: 1.434 loss_cls: 0.003922 loss_box_reg: 0.01427 loss_rpn_cls: 0.0003547 loss_rpn_loc: 0.0008265 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.01433 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002139 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.697 time: 1.0023 last_time: 1.3841 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/23 23:47:12] d2.utils.events INFO: eta: 4:00:33 iter: 69039 total_loss: 1.433 loss_cls: 0.00554 loss_box_reg: 0.0137 loss_rpn_cls: 0.0005784 loss_rpn_loc: 0.001258 loss_D_img_s: 0.6696 loss_cls_pseudo: 0.01761 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002387 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7165 time: 1.0024 last_time: 1.2189 data_time: 0.0078 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/23 23:47:38] d2.utils.events INFO: eta: 3:59:49 iter: 69059 total_loss: 1.431 loss_cls: 0.003594 loss_box_reg: 0.01322 loss_rpn_cls: 0.000364 loss_rpn_loc: 0.001144 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.01812 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002305 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7086 time: 1.0025 last_time: 1.1702 data_time: 0.0080 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 23:48:05] d2.utils.events INFO: eta: 3:59:27 iter: 69079 total_loss: 1.427 loss_cls: 0.004347 loss_box_reg: 0.01401 loss_rpn_cls: 0.0004329 loss_rpn_loc: 0.000962 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.01673 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002347 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6932 time: 1.0026 last_time: 1.3494 data_time: 0.0084 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 23:48:30] d2.utils.events INFO: eta: 3:58:50 iter: 69099 total_loss: 1.427 loss_cls: 0.003851 loss_box_reg: 0.01378 loss_rpn_cls: 0.0003018 loss_rpn_loc: 0.0008438 loss_D_img_s: 0.7019 loss_cls_pseudo: 0.01629 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002507 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 1.0027 last_time: 1.3146 data_time: 0.0082 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/23 23:48:57] d2.utils.events INFO: eta: 3:58:35 iter: 69119 total_loss: 1.441 loss_cls: 0.003236 loss_box_reg: 0.01174 loss_rpn_cls: 0.0004439 loss_rpn_loc: 0.0007877 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.03257 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003722 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6742 time: 1.0028 last_time: 1.2276 data_time: 0.0079 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 23:49:23] d2.utils.events INFO: eta: 3:58:09 iter: 69139 total_loss: 1.428 loss_cls: 0.003708 loss_box_reg: 0.01201 loss_rpn_cls: 0.0005051 loss_rpn_loc: 0.0008193 loss_D_img_s: 0.7022 loss_cls_pseudo: 0.01874 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002458 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 1.0029 last_time: 1.1719 data_time: 0.0089 last_data_time: 0.0196 lr: 0.01 max_mem: 12687M [03/23 23:49:48] d2.utils.events INFO: eta: 3:57:32 iter: 69159 total_loss: 1.442 loss_cls: 0.006048 loss_box_reg: 0.01641 loss_rpn_cls: 0.0007932 loss_rpn_loc: 0.001238 loss_D_img_s: 0.681 loss_cls_pseudo: 0.02459 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007596 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7002 time: 1.0029 last_time: 1.3600 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/23 23:50:15] d2.utils.events INFO: eta: 3:57:11 iter: 69179 total_loss: 1.428 loss_cls: 0.00354 loss_box_reg: 0.01258 loss_rpn_cls: 0.0003629 loss_rpn_loc: 0.0009103 loss_D_img_s: 0.6712 loss_cls_pseudo: 0.01234 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002854 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7162 time: 1.0030 last_time: 1.1820 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 23:50:41] d2.utils.events INFO: eta: 3:56:56 iter: 69199 total_loss: 1.438 loss_cls: 0.004483 loss_box_reg: 0.01344 loss_rpn_cls: 0.00111 loss_rpn_loc: 0.001415 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.02213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003209 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 1.0031 last_time: 1.3201 data_time: 0.0085 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/23 23:51:07] d2.utils.events INFO: eta: 3:56:41 iter: 69219 total_loss: 1.435 loss_cls: 0.004011 loss_box_reg: 0.01416 loss_rpn_cls: 0.0006227 loss_rpn_loc: 0.0006781 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.02407 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005693 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6712 time: 1.0032 last_time: 1.5085 data_time: 0.0083 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 23:51:34] d2.utils.events INFO: eta: 3:56:17 iter: 69239 total_loss: 1.437 loss_cls: 0.005091 loss_box_reg: 0.01676 loss_rpn_cls: 0.0006325 loss_rpn_loc: 0.0009894 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.02644 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004972 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6749 time: 1.0033 last_time: 1.3094 data_time: 0.0081 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/23 23:52:00] d2.utils.events INFO: eta: 3:55:48 iter: 69259 total_loss: 1.421 loss_cls: 0.003766 loss_box_reg: 0.01152 loss_rpn_cls: 0.0007138 loss_rpn_loc: 0.0008728 loss_D_img_s: 0.6759 loss_cls_pseudo: 0.01907 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002928 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 1.0034 last_time: 1.3473 data_time: 0.0081 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/23 23:52:25] d2.utils.events INFO: eta: 3:55:24 iter: 69279 total_loss: 1.434 loss_cls: 0.00631 loss_box_reg: 0.01728 loss_rpn_cls: 0.001364 loss_rpn_loc: 0.00108 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.01806 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003097 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 1.0035 last_time: 1.1449 data_time: 0.0074 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/23 23:52:52] d2.utils.events INFO: eta: 3:54:59 iter: 69299 total_loss: 1.446 loss_cls: 0.005058 loss_box_reg: 0.01371 loss_rpn_cls: 0.0009216 loss_rpn_loc: 0.001079 loss_D_img_s: 0.7225 loss_cls_pseudo: 0.0242 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004045 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6647 time: 1.0036 last_time: 1.4896 data_time: 0.0082 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/23 23:53:19] d2.utils.events INFO: eta: 3:54:33 iter: 69319 total_loss: 1.433 loss_cls: 0.004485 loss_box_reg: 0.01364 loss_rpn_cls: 0.000659 loss_rpn_loc: 0.001194 loss_D_img_s: 0.7364 loss_cls_pseudo: 0.02155 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002995 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6479 time: 1.0037 last_time: 1.3729 data_time: 0.0090 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/23 23:53:45] d2.utils.events INFO: eta: 3:54:00 iter: 69339 total_loss: 1.44 loss_cls: 0.004605 loss_box_reg: 0.01483 loss_rpn_cls: 0.0007205 loss_rpn_loc: 0.001052 loss_D_img_s: 0.7068 loss_cls_pseudo: 0.01935 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001605 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6812 time: 1.0037 last_time: 1.2791 data_time: 0.0086 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/23 23:54:11] d2.utils.events INFO: eta: 3:53:33 iter: 69359 total_loss: 1.424 loss_cls: 0.004814 loss_box_reg: 0.01359 loss_rpn_cls: 0.0009079 loss_rpn_loc: 0.001064 loss_D_img_s: 0.6738 loss_cls_pseudo: 0.01109 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001158 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7106 time: 1.0038 last_time: 1.1750 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 23:54:37] d2.utils.events INFO: eta: 3:53:13 iter: 69379 total_loss: 1.429 loss_cls: 0.004237 loss_box_reg: 0.01361 loss_rpn_cls: 0.0004842 loss_rpn_loc: 0.001022 loss_D_img_s: 0.6686 loss_cls_pseudo: 0.01777 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003748 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7139 time: 1.0039 last_time: 1.3221 data_time: 0.0077 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/23 23:55:02] d2.utils.events INFO: eta: 3:52:34 iter: 69399 total_loss: 1.423 loss_cls: 0.005917 loss_box_reg: 0.01498 loss_rpn_cls: 0.0006257 loss_rpn_loc: 0.001173 loss_D_img_s: 0.6663 loss_cls_pseudo: 0.01377 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001677 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 1.0040 last_time: 1.2254 data_time: 0.0075 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/23 23:55:29] d2.utils.events INFO: eta: 3:52:15 iter: 69419 total_loss: 1.428 loss_cls: 0.005059 loss_box_reg: 0.01509 loss_rpn_cls: 0.0005568 loss_rpn_loc: 0.001106 loss_D_img_s: 0.6714 loss_cls_pseudo: 0.01712 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003161 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7128 time: 1.0041 last_time: 1.4898 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/23 23:55:54] d2.utils.events INFO: eta: 3:51:48 iter: 69439 total_loss: 1.447 loss_cls: 0.003999 loss_box_reg: 0.01445 loss_rpn_cls: 0.0004724 loss_rpn_loc: 0.0008196 loss_D_img_s: 0.6972 loss_cls_pseudo: 0.0267 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00376 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 1.0042 last_time: 1.1080 data_time: 0.0073 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/23 23:56:21] d2.utils.events INFO: eta: 3:51:15 iter: 69459 total_loss: 1.429 loss_cls: 0.00433 loss_box_reg: 0.01459 loss_rpn_cls: 0.0002542 loss_rpn_loc: 0.0007346 loss_D_img_s: 0.7169 loss_cls_pseudo: 0.01652 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002267 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6663 time: 1.0043 last_time: 1.3051 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/23 23:56:47] d2.utils.events INFO: eta: 3:50:49 iter: 69479 total_loss: 1.426 loss_cls: 0.00347 loss_box_reg: 0.01325 loss_rpn_cls: 0.0005346 loss_rpn_loc: 0.0009978 loss_D_img_s: 0.7046 loss_cls_pseudo: 0.0155 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6789 time: 1.0043 last_time: 1.3204 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/23 23:57:12] d2.utils.events INFO: eta: 3:50:18 iter: 69499 total_loss: 1.43 loss_cls: 0.004337 loss_box_reg: 0.01191 loss_rpn_cls: 0.0006089 loss_rpn_loc: 0.001047 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.01254 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001126 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7055 time: 1.0044 last_time: 1.1716 data_time: 0.0073 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/23 23:57:38] d2.utils.events INFO: eta: 3:49:54 iter: 69519 total_loss: 1.441 loss_cls: 0.00465 loss_box_reg: 0.01507 loss_rpn_cls: 0.0006608 loss_rpn_loc: 0.001061 loss_D_img_s: 0.682 loss_cls_pseudo: 0.0157 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002578 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7029 time: 1.0045 last_time: 1.3614 data_time: 0.0083 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/23 23:58:04] d2.utils.events INFO: eta: 3:49:32 iter: 69539 total_loss: 1.426 loss_cls: 0.003746 loss_box_reg: 0.01311 loss_rpn_cls: 0.0002456 loss_rpn_loc: 0.001082 loss_D_img_s: 0.6771 loss_cls_pseudo: 0.01366 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001229 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7072 time: 1.0046 last_time: 1.2054 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/23 23:58:30] d2.utils.events INFO: eta: 3:49:01 iter: 69559 total_loss: 1.432 loss_cls: 0.004214 loss_box_reg: 0.01265 loss_rpn_cls: 0.0003523 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6785 loss_cls_pseudo: 0.01475 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002443 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7119 time: 1.0047 last_time: 1.1816 data_time: 0.0084 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/23 23:58:55] d2.utils.events INFO: eta: 3:48:29 iter: 69579 total_loss: 1.439 loss_cls: 0.00356 loss_box_reg: 0.01162 loss_rpn_cls: 0.0005047 loss_rpn_loc: 0.0007519 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.02301 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003791 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7004 time: 1.0047 last_time: 1.4782 data_time: 0.0074 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/23 23:59:22] d2.utils.events INFO: eta: 3:48:04 iter: 69599 total_loss: 1.444 loss_cls: 0.003698 loss_box_reg: 0.0126 loss_rpn_cls: 0.0007107 loss_rpn_loc: 0.0008755 loss_D_img_s: 0.7027 loss_cls_pseudo: 0.02289 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004863 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 1.0048 last_time: 1.1777 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/23 23:59:48] d2.utils.events INFO: eta: 3:47:40 iter: 69619 total_loss: 1.423 loss_cls: 0.004705 loss_box_reg: 0.01307 loss_rpn_cls: 0.0008573 loss_rpn_loc: 0.001225 loss_D_img_s: 0.7139 loss_cls_pseudo: 0.01585 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003455 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6641 time: 1.0049 last_time: 1.1934 data_time: 0.0078 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 00:00:14] d2.utils.events INFO: eta: 3:47:20 iter: 69639 total_loss: 1.438 loss_cls: 0.006722 loss_box_reg: 0.01713 loss_rpn_cls: 0.0008861 loss_rpn_loc: 0.001432 loss_D_img_s: 0.7455 loss_cls_pseudo: 0.01689 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001515 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6441 time: 1.0050 last_time: 1.1326 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 00:00:39] d2.utils.events INFO: eta: 3:46:44 iter: 69659 total_loss: 1.459 loss_cls: 0.00578 loss_box_reg: 0.01443 loss_rpn_cls: 0.0006418 loss_rpn_loc: 0.0007921 loss_D_img_s: 0.7278 loss_cls_pseudo: 0.02361 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005785 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 1.0051 last_time: 1.2070 data_time: 0.0073 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 00:01:05] d2.utils.events INFO: eta: 3:46:17 iter: 69679 total_loss: 1.431 loss_cls: 0.003855 loss_box_reg: 0.00912 loss_rpn_cls: 0.0002909 loss_rpn_loc: 0.0007973 loss_D_img_s: 0.6714 loss_cls_pseudo: 0.01995 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002197 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7184 time: 1.0052 last_time: 1.3614 data_time: 0.0091 last_data_time: 0.0189 lr: 0.01 max_mem: 12687M [03/24 00:01:32] d2.utils.events INFO: eta: 3:45:51 iter: 69699 total_loss: 1.41 loss_cls: 0.004002 loss_box_reg: 0.01178 loss_rpn_cls: 0.0005332 loss_rpn_loc: 0.001324 loss_D_img_s: 0.6263 loss_cls_pseudo: 0.0133 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00128 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7367 time: 1.0053 last_time: 1.7774 data_time: 0.0080 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 00:02:07] d2.utils.events INFO: eta: 3:45:45 iter: 69719 total_loss: 1.442 loss_cls: 0.003623 loss_box_reg: 0.01398 loss_rpn_cls: 0.000683 loss_rpn_loc: 0.001117 loss_D_img_s: 0.6087 loss_cls_pseudo: 0.01761 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002084 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7823 time: 1.0055 last_time: 1.7307 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 00:02:34] d2.utils.events INFO: eta: 3:45:11 iter: 69739 total_loss: 1.432 loss_cls: 0.005896 loss_box_reg: 0.01435 loss_rpn_cls: 0.0008371 loss_rpn_loc: 0.001164 loss_D_img_s: 0.6504 loss_cls_pseudo: 0.01531 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001204 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7384 time: 1.0056 last_time: 1.1311 data_time: 0.0081 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 00:02:58] d2.utils.events INFO: eta: 3:44:29 iter: 69759 total_loss: 1.435 loss_cls: 0.002635 loss_box_reg: 0.00894 loss_rpn_cls: 0.0002581 loss_rpn_loc: 0.0009133 loss_D_img_s: 0.6872 loss_cls_pseudo: 0.01844 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00436 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7042 time: 1.0056 last_time: 1.1583 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:03:24] d2.utils.events INFO: eta: 3:44:03 iter: 69779 total_loss: 1.431 loss_cls: 0.004906 loss_box_reg: 0.01357 loss_rpn_cls: 0.0005997 loss_rpn_loc: 0.0009439 loss_D_img_s: 0.7041 loss_cls_pseudo: 0.01771 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001212 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 1.0057 last_time: 1.3642 data_time: 0.0078 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 00:03:50] d2.utils.events INFO: eta: 3:43:28 iter: 69799 total_loss: 1.435 loss_cls: 0.005385 loss_box_reg: 0.01398 loss_rpn_cls: 0.000585 loss_rpn_loc: 0.001116 loss_D_img_s: 0.7148 loss_cls_pseudo: 0.01909 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003802 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6733 time: 1.0058 last_time: 1.4080 data_time: 0.0078 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/24 00:04:15] d2.utils.events INFO: eta: 3:42:49 iter: 69819 total_loss: 1.436 loss_cls: 0.003572 loss_box_reg: 0.0125 loss_rpn_cls: 0.0003802 loss_rpn_loc: 0.0008805 loss_D_img_s: 0.7201 loss_cls_pseudo: 0.02282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6637 time: 1.0059 last_time: 1.1535 data_time: 0.0077 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/24 00:04:41] d2.utils.events INFO: eta: 3:42:23 iter: 69839 total_loss: 1.421 loss_cls: 0.003304 loss_box_reg: 0.01173 loss_rpn_cls: 0.0004485 loss_rpn_loc: 0.0007801 loss_D_img_s: 0.7384 loss_cls_pseudo: 0.01439 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002169 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6335 time: 1.0060 last_time: 1.1799 data_time: 0.0084 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:05:09] d2.utils.events INFO: eta: 3:42:14 iter: 69859 total_loss: 1.434 loss_cls: 0.003846 loss_box_reg: 0.01064 loss_rpn_cls: 0.0002567 loss_rpn_loc: 0.0007874 loss_D_img_s: 0.7515 loss_cls_pseudo: 0.01699 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001998 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6446 time: 1.0061 last_time: 1.3919 data_time: 0.0080 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 00:05:35] d2.utils.events INFO: eta: 3:42:02 iter: 69879 total_loss: 1.436 loss_cls: 0.003988 loss_box_reg: 0.01462 loss_rpn_cls: 0.0004921 loss_rpn_loc: 0.001185 loss_D_img_s: 0.6715 loss_cls_pseudo: 0.01879 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001895 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7131 time: 1.0062 last_time: 1.2993 data_time: 0.0083 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 00:06:01] d2.utils.events INFO: eta: 3:41:34 iter: 69899 total_loss: 1.428 loss_cls: 0.003275 loss_box_reg: 0.01224 loss_rpn_cls: 0.0002789 loss_rpn_loc: 0.00097 loss_D_img_s: 0.6643 loss_cls_pseudo: 0.02406 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002751 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7173 time: 1.0062 last_time: 1.1535 data_time: 0.0073 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 00:06:26] d2.utils.events INFO: eta: 3:40:59 iter: 69919 total_loss: 1.418 loss_cls: 0.003639 loss_box_reg: 0.01656 loss_rpn_cls: 0.0008867 loss_rpn_loc: 0.001344 loss_D_img_s: 0.6692 loss_cls_pseudo: 0.01046 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001683 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7107 time: 1.0063 last_time: 1.1481 data_time: 0.0076 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/24 00:06:51] d2.utils.events INFO: eta: 3:40:18 iter: 69939 total_loss: 1.426 loss_cls: 0.003195 loss_box_reg: 0.01046 loss_rpn_cls: 0.000226 loss_rpn_loc: 0.001077 loss_D_img_s: 0.676 loss_cls_pseudo: 0.02684 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004207 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7046 time: 1.0064 last_time: 1.1229 data_time: 0.0085 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:07:16] d2.utils.events INFO: eta: 3:39:40 iter: 69959 total_loss: 1.416 loss_cls: 0.004413 loss_box_reg: 0.0132 loss_rpn_cls: 0.0006639 loss_rpn_loc: 0.0009238 loss_D_img_s: 0.6841 loss_cls_pseudo: 0.0104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001104 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 1.0064 last_time: 1.1421 data_time: 0.0076 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/24 00:07:42] d2.utils.events INFO: eta: 3:39:25 iter: 69979 total_loss: 1.42 loss_cls: 0.003507 loss_box_reg: 0.01419 loss_rpn_cls: 0.0002952 loss_rpn_loc: 0.000801 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.01793 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002114 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6793 time: 1.0065 last_time: 1.1608 data_time: 0.0091 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 00:08:07] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0069999.pth [03/24 00:08:08] d2.data.common INFO: Serializing the dataset using: [03/24 00:08:08] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 00:08:08] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 00:08:08] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 00:08:08] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 00:08:10] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0078 s/iter. Inference: 0.1081 s/iter. Eval: 0.0002 s/iter. Total: 0.1161 s/iter. ETA=0:00:46 [03/24 00:08:15] d2.evaluation.evaluator INFO: Inference done 68/410. Dataloading: 0.0036 s/iter. Inference: 0.0886 s/iter. Eval: 0.0003 s/iter. Total: 0.0926 s/iter. ETA=0:00:31 [03/24 00:08:20] d2.evaluation.evaluator INFO: Inference done 125/410. Dataloading: 0.0032 s/iter. Inference: 0.0871 s/iter. Eval: 0.0002 s/iter. Total: 0.0906 s/iter. ETA=0:00:25 [03/24 00:08:25] d2.evaluation.evaluator INFO: Inference done 179/410. Dataloading: 0.0033 s/iter. Inference: 0.0878 s/iter. Eval: 0.0003 s/iter. Total: 0.0914 s/iter. ETA=0:00:21 [03/24 00:08:30] d2.evaluation.evaluator INFO: Inference done 234/410. Dataloading: 0.0032 s/iter. Inference: 0.0878 s/iter. Eval: 0.0003 s/iter. Total: 0.0914 s/iter. ETA=0:00:16 [03/24 00:08:35] d2.evaluation.evaluator INFO: Inference done 293/410. Dataloading: 0.0030 s/iter. Inference: 0.0869 s/iter. Eval: 0.0003 s/iter. Total: 0.0903 s/iter. ETA=0:00:10 [03/24 00:08:41] d2.evaluation.evaluator INFO: Inference done 347/410. Dataloading: 0.0031 s/iter. Inference: 0.0875 s/iter. Eval: 0.0003 s/iter. Total: 0.0910 s/iter. ETA=0:00:05 [03/24 00:08:46] d2.evaluation.evaluator INFO: Inference done 399/410. Dataloading: 0.0032 s/iter. Inference: 0.0882 s/iter. Eval: 0.0003 s/iter. Total: 0.0917 s/iter. ETA=0:00:01 [03/24 00:08:47] d2.evaluation.evaluator INFO: Total inference time: 0:00:37.202489 (0.091858 s / iter per device, on 1 devices) [03/24 00:08:47] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.088134 s / iter per device, on 1 devices) [03/24 00:08:47] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 00:08:47] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 00:08:47] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 00:08:47] d2.evaluation.testing INFO: copypaste: 1.4460,6.3639,0.0000 [03/24 00:08:47] d2.data.common INFO: Serializing the dataset using: [03/24 00:08:47] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 00:08:47] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 00:08:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 00:08:47] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 00:08:51] d2.evaluation.evaluator INFO: Inference done 30/410. Dataloading: 0.0053 s/iter. Inference: 0.0956 s/iter. Eval: 0.0004 s/iter. Total: 0.1014 s/iter. ETA=0:00:38 [03/24 00:08:56] d2.evaluation.evaluator INFO: Inference done 82/410. Dataloading: 0.0047 s/iter. Inference: 0.0930 s/iter. Eval: 0.0003 s/iter. Total: 0.0981 s/iter. ETA=0:00:32 [03/24 00:09:01] d2.evaluation.evaluator INFO: Inference done 133/410. Dataloading: 0.0045 s/iter. Inference: 0.0940 s/iter. Eval: 0.0003 s/iter. Total: 0.0988 s/iter. ETA=0:00:27 [03/24 00:09:06] d2.evaluation.evaluator INFO: Inference done 185/410. Dataloading: 0.0047 s/iter. Inference: 0.0937 s/iter. Eval: 0.0003 s/iter. Total: 0.0988 s/iter. ETA=0:00:22 [03/24 00:09:11] d2.evaluation.evaluator INFO: Inference done 242/410. Dataloading: 0.0049 s/iter. Inference: 0.0912 s/iter. Eval: 0.0003 s/iter. Total: 0.0964 s/iter. ETA=0:00:16 [03/24 00:09:16] d2.evaluation.evaluator INFO: Inference done 292/410. Dataloading: 0.0048 s/iter. Inference: 0.0919 s/iter. Eval: 0.0003 s/iter. Total: 0.0971 s/iter. ETA=0:00:11 [03/24 00:09:21] d2.evaluation.evaluator INFO: Inference done 346/410. Dataloading: 0.0047 s/iter. Inference: 0.0914 s/iter. Eval: 0.0003 s/iter. Total: 0.0964 s/iter. ETA=0:00:06 [03/24 00:09:26] d2.evaluation.evaluator INFO: Inference done 396/410. Dataloading: 0.0048 s/iter. Inference: 0.0918 s/iter. Eval: 0.0003 s/iter. Total: 0.0970 s/iter. ETA=0:00:01 [03/24 00:09:27] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.314777 (0.097074 s / iter per device, on 1 devices) [03/24 00:09:27] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.091645 s / iter per device, on 1 devices) [03/24 00:09:28] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 00:09:28] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 00:09:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 00:09:28] d2.evaluation.testing INFO: copypaste: 2.1565,7.4783,0.4207 [03/24 00:09:28] d2.utils.events INFO: eta: 3:38:48 iter: 69999 total_loss: 1.421 loss_cls: 0.00352 loss_box_reg: 0.01236 loss_rpn_cls: 0.0003741 loss_rpn_loc: 0.001129 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002286 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 1.0066 last_time: 1.4061 data_time: 0.0075 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 00:09:54] d2.utils.events INFO: eta: 3:38:38 iter: 70019 total_loss: 1.42 loss_cls: 0.003787 loss_box_reg: 0.01317 loss_rpn_cls: 0.0003908 loss_rpn_loc: 0.001016 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01154 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002076 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 1.0067 last_time: 1.3144 data_time: 0.0083 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/24 00:10:20] d2.utils.events INFO: eta: 3:38:13 iter: 70039 total_loss: 1.422 loss_cls: 0.003719 loss_box_reg: 0.01319 loss_rpn_cls: 0.0004582 loss_rpn_loc: 0.001357 loss_D_img_s: 0.6811 loss_cls_pseudo: 0.01337 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001459 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7029 time: 1.0068 last_time: 1.2855 data_time: 0.0081 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 00:10:46] d2.utils.events INFO: eta: 3:37:43 iter: 70059 total_loss: 1.432 loss_cls: 0.004039 loss_box_reg: 0.01483 loss_rpn_cls: 0.0004712 loss_rpn_loc: 0.001063 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.01614 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001436 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 1.0068 last_time: 1.1947 data_time: 0.0073 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 00:11:12] d2.utils.events INFO: eta: 3:37:16 iter: 70079 total_loss: 1.432 loss_cls: 0.00449 loss_box_reg: 0.01283 loss_rpn_cls: 0.0003562 loss_rpn_loc: 0.000762 loss_D_img_s: 0.7097 loss_cls_pseudo: 0.01785 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001818 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6743 time: 1.0069 last_time: 1.1756 data_time: 0.0071 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 00:11:38] d2.utils.events INFO: eta: 3:36:53 iter: 70099 total_loss: 1.443 loss_cls: 0.003531 loss_box_reg: 0.01113 loss_rpn_cls: 0.000572 loss_rpn_loc: 0.001112 loss_D_img_s: 0.7087 loss_cls_pseudo: 0.0175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004993 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6786 time: 1.0070 last_time: 1.3332 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 00:12:03] d2.utils.events INFO: eta: 3:36:15 iter: 70119 total_loss: 1.435 loss_cls: 0.003933 loss_box_reg: 0.01238 loss_rpn_cls: 0.0003905 loss_rpn_loc: 0.0008609 loss_D_img_s: 0.694 loss_cls_pseudo: 0.0164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00302 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 1.0071 last_time: 1.5366 data_time: 0.0084 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 00:12:29] d2.utils.events INFO: eta: 3:35:55 iter: 70139 total_loss: 1.434 loss_cls: 0.003893 loss_box_reg: 0.01243 loss_rpn_cls: 0.0005511 loss_rpn_loc: 0.0009463 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.01884 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00185 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6988 time: 1.0072 last_time: 1.4144 data_time: 0.0082 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/24 00:12:55] d2.utils.events INFO: eta: 3:35:28 iter: 70159 total_loss: 1.425 loss_cls: 0.002772 loss_box_reg: 0.01226 loss_rpn_cls: 0.0005105 loss_rpn_loc: 0.0007354 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01695 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001241 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 1.0073 last_time: 1.1766 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 00:13:22] d2.utils.events INFO: eta: 3:35:01 iter: 70179 total_loss: 1.435 loss_cls: 0.006256 loss_box_reg: 0.01695 loss_rpn_cls: 0.0007461 loss_rpn_loc: 0.001039 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01736 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001976 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.689 time: 1.0073 last_time: 1.3504 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 00:13:48] d2.utils.events INFO: eta: 3:34:30 iter: 70199 total_loss: 1.429 loss_cls: 0.003498 loss_box_reg: 0.01384 loss_rpn_cls: 0.0004888 loss_rpn_loc: 0.001233 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.02001 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002717 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6821 time: 1.0074 last_time: 1.1797 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 00:14:14] d2.utils.events INFO: eta: 3:33:55 iter: 70219 total_loss: 1.422 loss_cls: 0.00396 loss_box_reg: 0.01164 loss_rpn_cls: 0.001025 loss_rpn_loc: 0.0009442 loss_D_img_s: 0.7035 loss_cls_pseudo: 0.01679 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001814 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.679 time: 1.0075 last_time: 1.1935 data_time: 0.0081 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 00:14:39] d2.utils.events INFO: eta: 3:33:28 iter: 70239 total_loss: 1.425 loss_cls: 0.003711 loss_box_reg: 0.01092 loss_rpn_cls: 0.00103 loss_rpn_loc: 0.000868 loss_D_img_s: 0.6964 loss_cls_pseudo: 0.01693 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004355 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 1.0076 last_time: 1.1924 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:15:04] d2.utils.events INFO: eta: 3:32:56 iter: 70259 total_loss: 1.441 loss_cls: 0.005187 loss_box_reg: 0.01565 loss_rpn_cls: 0.0006913 loss_rpn_loc: 0.001015 loss_D_img_s: 0.6774 loss_cls_pseudo: 0.0178 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00241 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 1.0076 last_time: 1.3393 data_time: 0.0096 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 00:15:30] d2.utils.events INFO: eta: 3:32:35 iter: 70279 total_loss: 1.424 loss_cls: 0.004103 loss_box_reg: 0.01175 loss_rpn_cls: 0.0004746 loss_rpn_loc: 0.0007638 loss_D_img_s: 0.6627 loss_cls_pseudo: 0.01748 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003334 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7188 time: 1.0077 last_time: 1.3656 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 00:15:56] d2.utils.events INFO: eta: 3:32:03 iter: 70299 total_loss: 1.42 loss_cls: 0.002635 loss_box_reg: 0.01239 loss_rpn_cls: 0.0002794 loss_rpn_loc: 0.001177 loss_D_img_s: 0.6692 loss_cls_pseudo: 0.01447 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7107 time: 1.0078 last_time: 1.1777 data_time: 0.0082 last_data_time: 0.0118 lr: 0.01 max_mem: 12687M [03/24 00:16:22] d2.utils.events INFO: eta: 3:31:26 iter: 70319 total_loss: 1.439 loss_cls: 0.003595 loss_box_reg: 0.01506 loss_rpn_cls: 0.0007039 loss_rpn_loc: 0.001295 loss_D_img_s: 0.6862 loss_cls_pseudo: 0.0235 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6978 time: 1.0079 last_time: 1.1575 data_time: 0.0077 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 00:16:47] d2.utils.events INFO: eta: 3:30:49 iter: 70339 total_loss: 1.439 loss_cls: 0.004523 loss_box_reg: 0.01155 loss_rpn_cls: 0.0005055 loss_rpn_loc: 0.000936 loss_D_img_s: 0.701 loss_cls_pseudo: 0.02165 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00334 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 1.0080 last_time: 1.1641 data_time: 0.0083 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/24 00:17:13] d2.utils.events INFO: eta: 3:30:21 iter: 70359 total_loss: 1.431 loss_cls: 0.002402 loss_box_reg: 0.01102 loss_rpn_cls: 0.000509 loss_rpn_loc: 0.000955 loss_D_img_s: 0.7099 loss_cls_pseudo: 0.01979 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002799 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6775 time: 1.0080 last_time: 1.3781 data_time: 0.0085 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 00:17:38] d2.utils.events INFO: eta: 3:29:57 iter: 70379 total_loss: 1.43 loss_cls: 0.005257 loss_box_reg: 0.01546 loss_rpn_cls: 0.0008675 loss_rpn_loc: 0.001263 loss_D_img_s: 0.7146 loss_cls_pseudo: 0.0191 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002222 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6689 time: 1.0081 last_time: 1.3347 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 00:18:05] d2.utils.events INFO: eta: 3:29:52 iter: 70399 total_loss: 1.433 loss_cls: 0.004756 loss_box_reg: 0.01265 loss_rpn_cls: 0.0003893 loss_rpn_loc: 0.000676 loss_D_img_s: 0.7128 loss_cls_pseudo: 0.0221 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002619 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6729 time: 1.0082 last_time: 1.4116 data_time: 0.0077 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 00:18:31] d2.utils.events INFO: eta: 3:29:15 iter: 70419 total_loss: 1.428 loss_cls: 0.002617 loss_box_reg: 0.01245 loss_rpn_cls: 0.0005091 loss_rpn_loc: 0.0009847 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.0225 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002445 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6846 time: 1.0083 last_time: 1.1978 data_time: 0.0074 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 00:18:57] d2.utils.events INFO: eta: 3:28:50 iter: 70439 total_loss: 1.419 loss_cls: 0.004776 loss_box_reg: 0.01401 loss_rpn_cls: 0.0006343 loss_rpn_loc: 0.00143 loss_D_img_s: 0.6768 loss_cls_pseudo: 0.01628 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002075 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7032 time: 1.0084 last_time: 1.1551 data_time: 0.0082 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 00:19:23] d2.utils.events INFO: eta: 3:28:24 iter: 70459 total_loss: 1.412 loss_cls: 0.003827 loss_box_reg: 0.01147 loss_rpn_cls: 0.0004006 loss_rpn_loc: 0.001205 loss_D_img_s: 0.6679 loss_cls_pseudo: 0.013 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7113 time: 1.0085 last_time: 1.3539 data_time: 0.0077 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 00:19:50] d2.utils.events INFO: eta: 3:27:58 iter: 70479 total_loss: 1.422 loss_cls: 0.004491 loss_box_reg: 0.01325 loss_rpn_cls: 0.0005698 loss_rpn_loc: 0.0009606 loss_D_img_s: 0.6751 loss_cls_pseudo: 0.007243 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001458 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7092 time: 1.0086 last_time: 1.5467 data_time: 0.0090 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 00:20:15] d2.utils.events INFO: eta: 3:27:43 iter: 70499 total_loss: 1.418 loss_cls: 0.002701 loss_box_reg: 0.01042 loss_rpn_cls: 0.0003826 loss_rpn_loc: 0.001037 loss_D_img_s: 0.696 loss_cls_pseudo: 0.01702 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002402 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 1.0086 last_time: 1.3330 data_time: 0.0075 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 00:20:40] d2.utils.events INFO: eta: 3:27:02 iter: 70519 total_loss: 1.421 loss_cls: 0.003503 loss_box_reg: 0.01062 loss_rpn_cls: 0.0004161 loss_rpn_loc: 0.000665 loss_D_img_s: 0.7081 loss_cls_pseudo: 0.0154 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6748 time: 1.0087 last_time: 1.3281 data_time: 0.0076 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 00:21:06] d2.utils.events INFO: eta: 3:26:32 iter: 70539 total_loss: 1.436 loss_cls: 0.004183 loss_box_reg: 0.01143 loss_rpn_cls: 0.0006128 loss_rpn_loc: 0.0009742 loss_D_img_s: 0.718 loss_cls_pseudo: 0.02504 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004731 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6659 time: 1.0088 last_time: 1.1643 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 00:21:32] d2.utils.events INFO: eta: 3:26:19 iter: 70559 total_loss: 1.414 loss_cls: 0.004482 loss_box_reg: 0.01481 loss_rpn_cls: 0.0004002 loss_rpn_loc: 0.001213 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.01569 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002301 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 1.0089 last_time: 1.3526 data_time: 0.0080 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 00:21:57] d2.utils.events INFO: eta: 3:25:50 iter: 70579 total_loss: 1.406 loss_cls: 0.003123 loss_box_reg: 0.01125 loss_rpn_cls: 0.0003243 loss_rpn_loc: 0.0007876 loss_D_img_s: 0.672 loss_cls_pseudo: 0.02209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003116 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 1.0089 last_time: 1.1988 data_time: 0.0088 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:22:22] d2.utils.events INFO: eta: 3:25:14 iter: 70599 total_loss: 1.409 loss_cls: 0.003045 loss_box_reg: 0.01204 loss_rpn_cls: 0.0003376 loss_rpn_loc: 0.001045 loss_D_img_s: 0.6825 loss_cls_pseudo: 0.01854 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002768 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6809 time: 1.0090 last_time: 1.3237 data_time: 0.0074 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 00:22:48] d2.utils.events INFO: eta: 3:24:42 iter: 70619 total_loss: 1.417 loss_cls: 0.004049 loss_box_reg: 0.01153 loss_rpn_cls: 0.0002854 loss_rpn_loc: 0.00111 loss_D_img_s: 0.6706 loss_cls_pseudo: 0.02238 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002013 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7044 time: 1.0091 last_time: 1.4423 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 00:23:14] d2.utils.events INFO: eta: 3:24:13 iter: 70639 total_loss: 1.438 loss_cls: 0.004192 loss_box_reg: 0.01512 loss_rpn_cls: 0.0008005 loss_rpn_loc: 0.001287 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.01347 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00264 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6998 time: 1.0092 last_time: 1.2692 data_time: 0.0076 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:23:40] d2.utils.events INFO: eta: 3:24:02 iter: 70659 total_loss: 1.431 loss_cls: 0.00368 loss_box_reg: 0.01072 loss_rpn_cls: 0.0003218 loss_rpn_loc: 0.001244 loss_D_img_s: 0.7058 loss_cls_pseudo: 0.01925 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003811 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6766 time: 1.0092 last_time: 1.3467 data_time: 0.0083 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 00:24:05] d2.utils.events INFO: eta: 3:23:35 iter: 70679 total_loss: 1.419 loss_cls: 0.005018 loss_box_reg: 0.01213 loss_rpn_cls: 0.0005161 loss_rpn_loc: 0.0008713 loss_D_img_s: 0.7226 loss_cls_pseudo: 0.01539 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001905 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.654 time: 1.0093 last_time: 1.3584 data_time: 0.0083 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/24 00:24:31] d2.utils.events INFO: eta: 3:23:11 iter: 70699 total_loss: 1.441 loss_cls: 0.003938 loss_box_reg: 0.01464 loss_rpn_cls: 0.0005588 loss_rpn_loc: 0.001083 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.02701 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6767 time: 1.0094 last_time: 1.2346 data_time: 0.0075 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/24 00:24:58] d2.utils.events INFO: eta: 3:22:18 iter: 70719 total_loss: 1.445 loss_cls: 0.004045 loss_box_reg: 0.01492 loss_rpn_cls: 0.0006344 loss_rpn_loc: 0.001308 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01822 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005066 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7001 time: 1.0095 last_time: 1.3374 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 00:25:25] d2.utils.events INFO: eta: 3:22:17 iter: 70739 total_loss: 1.416 loss_cls: 0.004358 loss_box_reg: 0.01297 loss_rpn_cls: 0.0005199 loss_rpn_loc: 0.001003 loss_D_img_s: 0.6485 loss_cls_pseudo: 0.01299 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009911 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7165 time: 1.0096 last_time: 1.3225 data_time: 0.0076 last_data_time: 0.0116 lr: 0.01 max_mem: 12687M [03/24 00:25:51] d2.utils.events INFO: eta: 3:22:10 iter: 70759 total_loss: 1.428 loss_cls: 0.00463 loss_box_reg: 0.01386 loss_rpn_cls: 0.0006102 loss_rpn_loc: 0.00105 loss_D_img_s: 0.6457 loss_cls_pseudo: 0.01379 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003489 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.742 time: 1.0097 last_time: 1.3418 data_time: 0.0087 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:26:18] d2.utils.events INFO: eta: 3:21:48 iter: 70779 total_loss: 1.421 loss_cls: 0.003239 loss_box_reg: 0.01076 loss_rpn_cls: 0.0005395 loss_rpn_loc: 0.0009656 loss_D_img_s: 0.6843 loss_cls_pseudo: 0.009903 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001043 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7021 time: 1.0098 last_time: 1.3424 data_time: 0.0080 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/24 00:26:45] d2.utils.events INFO: eta: 3:21:35 iter: 70799 total_loss: 1.427 loss_cls: 0.004097 loss_box_reg: 0.01157 loss_rpn_cls: 0.0003524 loss_rpn_loc: 0.0009084 loss_D_img_s: 0.7281 loss_cls_pseudo: 0.01871 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003792 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6492 time: 1.0099 last_time: 1.1290 data_time: 0.0083 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 00:27:10] d2.utils.events INFO: eta: 3:21:07 iter: 70819 total_loss: 1.432 loss_cls: 0.004156 loss_box_reg: 0.01318 loss_rpn_cls: 0.0005147 loss_rpn_loc: 0.001049 loss_D_img_s: 0.7668 loss_cls_pseudo: 0.0181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6359 time: 1.0099 last_time: 1.2964 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 00:27:36] d2.utils.events INFO: eta: 3:20:29 iter: 70839 total_loss: 1.424 loss_cls: 0.004096 loss_box_reg: 0.01675 loss_rpn_cls: 0.0005957 loss_rpn_loc: 0.001139 loss_D_img_s: 0.6557 loss_cls_pseudo: 0.02239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004423 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7073 time: 1.0100 last_time: 1.5434 data_time: 0.0078 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/24 00:28:02] d2.utils.events INFO: eta: 3:19:55 iter: 70859 total_loss: 1.415 loss_cls: 0.00379 loss_box_reg: 0.01188 loss_rpn_cls: 0.0005299 loss_rpn_loc: 0.0009804 loss_D_img_s: 0.6632 loss_cls_pseudo: 0.01455 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001763 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7125 time: 1.0101 last_time: 1.3975 data_time: 0.0079 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/24 00:28:29] d2.utils.events INFO: eta: 3:19:33 iter: 70879 total_loss: 1.43 loss_cls: 0.005035 loss_box_reg: 0.01426 loss_rpn_cls: 0.0004604 loss_rpn_loc: 0.0008603 loss_D_img_s: 0.6845 loss_cls_pseudo: 0.0262 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001765 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6917 time: 1.0102 last_time: 1.2852 data_time: 0.0082 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/24 00:28:55] d2.utils.events INFO: eta: 3:19:13 iter: 70899 total_loss: 1.432 loss_cls: 0.004511 loss_box_reg: 0.01164 loss_rpn_cls: 0.0005757 loss_rpn_loc: 0.0008969 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.02617 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004952 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 1.0103 last_time: 1.1354 data_time: 0.0077 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 00:29:20] d2.utils.events INFO: eta: 3:18:53 iter: 70919 total_loss: 1.432 loss_cls: 0.003873 loss_box_reg: 0.01211 loss_rpn_cls: 0.001029 loss_rpn_loc: 0.0008898 loss_D_img_s: 0.7003 loss_cls_pseudo: 0.0132 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009537 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 1.0103 last_time: 1.3002 data_time: 0.0079 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 00:29:46] d2.utils.events INFO: eta: 3:18:29 iter: 70939 total_loss: 1.427 loss_cls: 0.003115 loss_box_reg: 0.01293 loss_rpn_cls: 0.0002746 loss_rpn_loc: 0.0009014 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.02303 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6835 time: 1.0104 last_time: 1.3369 data_time: 0.0077 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 00:30:11] d2.utils.events INFO: eta: 3:18:05 iter: 70959 total_loss: 1.432 loss_cls: 0.004361 loss_box_reg: 0.0141 loss_rpn_cls: 0.0005021 loss_rpn_loc: 0.000813 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.01779 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002848 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6939 time: 1.0105 last_time: 1.3113 data_time: 0.0084 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 00:30:37] d2.utils.events INFO: eta: 3:17:31 iter: 70979 total_loss: 1.418 loss_cls: 0.003138 loss_box_reg: 0.009498 loss_rpn_cls: 0.0002866 loss_rpn_loc: 0.0009547 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.01439 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009267 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6931 time: 1.0106 last_time: 1.5447 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:31:03] d2.data.common INFO: Serializing the dataset using: [03/24 00:31:03] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 00:31:03] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 00:31:03] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 00:31:03] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 00:31:05] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0162 s/iter. Inference: 0.0803 s/iter. Eval: 0.0002 s/iter. Total: 0.0967 s/iter. ETA=0:00:38 [03/24 00:31:10] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0057 s/iter. Inference: 0.0942 s/iter. Eval: 0.0002 s/iter. Total: 0.1001 s/iter. ETA=0:00:34 [03/24 00:31:15] d2.evaluation.evaluator INFO: Inference done 110/410. Dataloading: 0.0047 s/iter. Inference: 0.0963 s/iter. Eval: 0.0002 s/iter. Total: 0.1012 s/iter. ETA=0:00:30 [03/24 00:31:20] d2.evaluation.evaluator INFO: Inference done 156/410. Dataloading: 0.0051 s/iter. Inference: 0.0986 s/iter. Eval: 0.0003 s/iter. Total: 0.1040 s/iter. ETA=0:00:26 [03/24 00:31:25] d2.evaluation.evaluator INFO: Inference done 205/410. Dataloading: 0.0053 s/iter. Inference: 0.0979 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:21 [03/24 00:31:30] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0053 s/iter. Inference: 0.0990 s/iter. Eval: 0.0003 s/iter. Total: 0.1047 s/iter. ETA=0:00:16 [03/24 00:31:35] d2.evaluation.evaluator INFO: Inference done 296/410. Dataloading: 0.0050 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1065 s/iter. ETA=0:00:12 [03/24 00:31:40] d2.evaluation.evaluator INFO: Inference done 340/410. Dataloading: 0.0049 s/iter. Inference: 0.1023 s/iter. Eval: 0.0003 s/iter. Total: 0.1075 s/iter. ETA=0:00:07 [03/24 00:31:45] d2.evaluation.evaluator INFO: Inference done 388/410. Dataloading: 0.0047 s/iter. Inference: 0.1022 s/iter. Eval: 0.0003 s/iter. Total: 0.1072 s/iter. ETA=0:00:02 [03/24 00:31:48] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.305152 (0.106926 s / iter per device, on 1 devices) [03/24 00:31:48] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.101764 s / iter per device, on 1 devices) [03/24 00:31:48] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 00:31:48] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 00:31:48] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 00:31:48] d2.evaluation.testing INFO: copypaste: 0.4714,2.5886,0.0478 [03/24 00:31:48] d2.data.common INFO: Serializing the dataset using: [03/24 00:31:48] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 00:31:48] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 00:31:48] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 00:31:48] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 00:31:50] d2.evaluation.evaluator INFO: Inference done 20/410. Dataloading: 0.0034 s/iter. Inference: 0.0988 s/iter. Eval: 0.0002 s/iter. Total: 0.1025 s/iter. ETA=0:00:39 [03/24 00:31:55] d2.evaluation.evaluator INFO: Inference done 73/410. Dataloading: 0.0044 s/iter. Inference: 0.0923 s/iter. Eval: 0.0002 s/iter. Total: 0.0970 s/iter. ETA=0:00:32 [03/24 00:32:00] d2.evaluation.evaluator INFO: Inference done 120/410. Dataloading: 0.0041 s/iter. Inference: 0.0970 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:29 [03/24 00:32:06] d2.evaluation.evaluator INFO: Inference done 169/410. Dataloading: 0.0041 s/iter. Inference: 0.0974 s/iter. Eval: 0.0003 s/iter. Total: 0.1019 s/iter. ETA=0:00:24 [03/24 00:32:11] d2.evaluation.evaluator INFO: Inference done 219/410. Dataloading: 0.0046 s/iter. Inference: 0.0968 s/iter. Eval: 0.0003 s/iter. Total: 0.1018 s/iter. ETA=0:00:19 [03/24 00:32:16] d2.evaluation.evaluator INFO: Inference done 269/410. Dataloading: 0.0047 s/iter. Inference: 0.0967 s/iter. Eval: 0.0003 s/iter. Total: 0.1018 s/iter. ETA=0:00:14 [03/24 00:32:21] d2.evaluation.evaluator INFO: Inference done 317/410. Dataloading: 0.0046 s/iter. Inference: 0.0974 s/iter. Eval: 0.0003 s/iter. Total: 0.1024 s/iter. ETA=0:00:09 [03/24 00:32:26] d2.evaluation.evaluator INFO: Inference done 366/410. Dataloading: 0.0047 s/iter. Inference: 0.0974 s/iter. Eval: 0.0003 s/iter. Total: 0.1025 s/iter. ETA=0:00:04 [03/24 00:32:30] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.527206 (0.102536 s / iter per device, on 1 devices) [03/24 00:32:30] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097332 s / iter per device, on 1 devices) [03/24 00:32:31] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 00:32:31] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 00:32:31] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 00:32:31] d2.evaluation.testing INFO: copypaste: 2.2596,9.2060,0.0458 [03/24 00:32:31] d2.utils.events INFO: eta: 3:17:04 iter: 70999 total_loss: 1.446 loss_cls: 0.005026 loss_box_reg: 0.01861 loss_rpn_cls: 0.0005171 loss_rpn_loc: 0.00101 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.02999 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005289 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6877 time: 1.0107 last_time: 1.2274 data_time: 0.0079 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/24 00:32:57] d2.utils.events INFO: eta: 3:16:39 iter: 71019 total_loss: 1.433 loss_cls: 0.004433 loss_box_reg: 0.015 loss_rpn_cls: 0.0005823 loss_rpn_loc: 0.001164 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.01962 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002804 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 1.0107 last_time: 1.3419 data_time: 0.0083 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/24 00:33:23] d2.utils.events INFO: eta: 3:16:07 iter: 71039 total_loss: 1.442 loss_cls: 0.00325 loss_box_reg: 0.01138 loss_rpn_cls: 0.0002604 loss_rpn_loc: 0.0009176 loss_D_img_s: 0.7059 loss_cls_pseudo: 0.0336 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007871 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6785 time: 1.0108 last_time: 1.3814 data_time: 0.0082 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 00:33:49] d2.utils.events INFO: eta: 3:15:37 iter: 71059 total_loss: 1.434 loss_cls: 0.003788 loss_box_reg: 0.01206 loss_rpn_cls: 0.0003641 loss_rpn_loc: 0.001143 loss_D_img_s: 0.6993 loss_cls_pseudo: 0.01903 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002594 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6847 time: 1.0109 last_time: 1.5150 data_time: 0.0075 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 00:34:16] d2.utils.events INFO: eta: 3:15:17 iter: 71079 total_loss: 1.426 loss_cls: 0.002659 loss_box_reg: 0.0149 loss_rpn_cls: 0.0002853 loss_rpn_loc: 0.0009556 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.01268 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00173 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 1.0110 last_time: 1.5626 data_time: 0.0079 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 00:34:42] d2.utils.events INFO: eta: 3:14:53 iter: 71099 total_loss: 1.448 loss_cls: 0.003719 loss_box_reg: 0.01416 loss_rpn_cls: 0.0003511 loss_rpn_loc: 0.0008609 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.02488 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004089 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6971 time: 1.0111 last_time: 1.1692 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:35:08] d2.utils.events INFO: eta: 3:14:36 iter: 71119 total_loss: 1.435 loss_cls: 0.004887 loss_box_reg: 0.01367 loss_rpn_cls: 0.0006259 loss_rpn_loc: 0.0009456 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01975 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00454 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 1.0112 last_time: 1.4639 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 00:35:34] d2.utils.events INFO: eta: 3:14:06 iter: 71139 total_loss: 1.42 loss_cls: 0.004884 loss_box_reg: 0.01089 loss_rpn_cls: 0.000406 loss_rpn_loc: 0.0009175 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.01478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001634 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 1.0112 last_time: 1.2556 data_time: 0.0085 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:35:59] d2.utils.events INFO: eta: 3:13:34 iter: 71159 total_loss: 1.425 loss_cls: 0.002805 loss_box_reg: 0.01128 loss_rpn_cls: 0.0003176 loss_rpn_loc: 0.0009198 loss_D_img_s: 0.6862 loss_cls_pseudo: 0.0156 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001804 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 1.0113 last_time: 1.3242 data_time: 0.0074 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 00:36:24] d2.utils.events INFO: eta: 3:13:03 iter: 71179 total_loss: 1.425 loss_cls: 0.004046 loss_box_reg: 0.0133 loss_rpn_cls: 0.0004893 loss_rpn_loc: 0.0009717 loss_D_img_s: 0.687 loss_cls_pseudo: 0.0112 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6982 time: 1.0114 last_time: 1.3644 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 00:36:50] d2.utils.events INFO: eta: 3:12:36 iter: 71199 total_loss: 1.43 loss_cls: 0.003197 loss_box_reg: 0.01061 loss_rpn_cls: 0.0004688 loss_rpn_loc: 0.001007 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01838 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002586 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 1.0115 last_time: 1.3986 data_time: 0.0078 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 00:37:15] d2.utils.events INFO: eta: 3:11:59 iter: 71219 total_loss: 1.431 loss_cls: 0.004505 loss_box_reg: 0.01274 loss_rpn_cls: 0.0005489 loss_rpn_loc: 0.0008795 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.01898 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002228 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 1.0115 last_time: 1.2845 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 00:37:40] d2.utils.events INFO: eta: 3:11:27 iter: 71239 total_loss: 1.43 loss_cls: 0.003597 loss_box_reg: 0.01207 loss_rpn_cls: 0.0004566 loss_rpn_loc: 0.001073 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01259 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001961 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6941 time: 1.0116 last_time: 0.9887 data_time: 0.0079 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 00:38:06] d2.utils.events INFO: eta: 3:11:01 iter: 71259 total_loss: 1.429 loss_cls: 0.003538 loss_box_reg: 0.01328 loss_rpn_cls: 0.000275 loss_rpn_loc: 0.001109 loss_D_img_s: 0.6886 loss_cls_pseudo: 0.02295 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6947 time: 1.0117 last_time: 1.5321 data_time: 0.0082 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 00:38:39] d2.utils.events INFO: eta: 3:10:54 iter: 71279 total_loss: 1.426 loss_cls: 0.002757 loss_box_reg: 0.01119 loss_rpn_cls: 0.0003772 loss_rpn_loc: 0.0007694 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.01029 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001213 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 1.0118 last_time: 1.7003 data_time: 0.0081 last_data_time: 0.0109 lr: 0.01 max_mem: 12687M [03/24 00:39:09] d2.utils.events INFO: eta: 3:10:31 iter: 71299 total_loss: 1.438 loss_cls: 0.004762 loss_box_reg: 0.01465 loss_rpn_cls: 0.0005563 loss_rpn_loc: 0.001004 loss_D_img_s: 0.6996 loss_cls_pseudo: 0.01361 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004729 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 1.0120 last_time: 1.3091 data_time: 0.0074 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 00:39:35] d2.utils.events INFO: eta: 3:10:04 iter: 71319 total_loss: 1.427 loss_cls: 0.003562 loss_box_reg: 0.01382 loss_rpn_cls: 0.0004757 loss_rpn_loc: 0.0008329 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.01676 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003334 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6886 time: 1.0121 last_time: 1.3386 data_time: 0.0070 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 00:40:01] d2.utils.events INFO: eta: 3:09:41 iter: 71339 total_loss: 1.432 loss_cls: 0.002648 loss_box_reg: 0.01025 loss_rpn_cls: 0.0004583 loss_rpn_loc: 0.000975 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.02254 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003607 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 1.0121 last_time: 1.1482 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:40:26] d2.utils.events INFO: eta: 3:09:14 iter: 71359 total_loss: 1.427 loss_cls: 0.004059 loss_box_reg: 0.01092 loss_rpn_cls: 0.0004349 loss_rpn_loc: 0.001474 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.017 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002595 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 1.0122 last_time: 1.3948 data_time: 0.0076 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 00:40:53] d2.utils.events INFO: eta: 3:08:45 iter: 71379 total_loss: 1.418 loss_cls: 0.002309 loss_box_reg: 0.01168 loss_rpn_cls: 0.0002998 loss_rpn_loc: 0.0008028 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.01363 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00123 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6984 time: 1.0123 last_time: 1.3332 data_time: 0.0076 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:41:19] d2.utils.events INFO: eta: 3:08:14 iter: 71399 total_loss: 1.421 loss_cls: 0.003855 loss_box_reg: 0.01195 loss_rpn_cls: 0.0004961 loss_rpn_loc: 0.001107 loss_D_img_s: 0.6741 loss_cls_pseudo: 0.02001 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002563 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7021 time: 1.0124 last_time: 1.1557 data_time: 0.0083 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 00:41:44] d2.utils.events INFO: eta: 3:07:47 iter: 71419 total_loss: 1.42 loss_cls: 0.003437 loss_box_reg: 0.01461 loss_rpn_cls: 0.0002513 loss_rpn_loc: 0.0009953 loss_D_img_s: 0.6718 loss_cls_pseudo: 0.01325 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001669 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7022 time: 1.0124 last_time: 1.3413 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 00:42:10] d2.utils.events INFO: eta: 3:07:09 iter: 71439 total_loss: 1.415 loss_cls: 0.002903 loss_box_reg: 0.0108 loss_rpn_cls: 0.0004183 loss_rpn_loc: 0.000741 loss_D_img_s: 0.6882 loss_cls_pseudo: 0.01173 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001453 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 1.0125 last_time: 1.1693 data_time: 0.0080 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 00:42:35] d2.utils.events INFO: eta: 3:06:39 iter: 71459 total_loss: 1.441 loss_cls: 0.002511 loss_box_reg: 0.01701 loss_rpn_cls: 0.0004414 loss_rpn_loc: 0.0008602 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.02924 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005118 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6924 time: 1.0126 last_time: 1.3503 data_time: 0.0085 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 00:43:00] d2.utils.events INFO: eta: 3:06:10 iter: 71479 total_loss: 1.428 loss_cls: 0.004481 loss_box_reg: 0.01746 loss_rpn_cls: 0.0006727 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6998 loss_cls_pseudo: 0.01938 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002318 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 1.0127 last_time: 1.2615 data_time: 0.0075 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 00:43:27] d2.utils.events INFO: eta: 3:05:46 iter: 71499 total_loss: 1.435 loss_cls: 0.004111 loss_box_reg: 0.01497 loss_rpn_cls: 0.000726 loss_rpn_loc: 0.0009538 loss_D_img_s: 0.7002 loss_cls_pseudo: 0.02079 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004933 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6844 time: 1.0128 last_time: 1.3003 data_time: 0.0078 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 00:43:52] d2.utils.events INFO: eta: 3:05:29 iter: 71519 total_loss: 1.428 loss_cls: 0.004531 loss_box_reg: 0.01224 loss_rpn_cls: 0.0003928 loss_rpn_loc: 0.0008968 loss_D_img_s: 0.7085 loss_cls_pseudo: 0.0151 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004872 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6783 time: 1.0128 last_time: 1.3503 data_time: 0.0081 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 00:44:18] d2.utils.events INFO: eta: 3:05:07 iter: 71539 total_loss: 1.436 loss_cls: 0.003325 loss_box_reg: 0.01249 loss_rpn_cls: 0.0003118 loss_rpn_loc: 0.001106 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.01619 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003079 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.675 time: 1.0129 last_time: 1.1257 data_time: 0.0083 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 00:44:43] d2.utils.events INFO: eta: 3:04:25 iter: 71559 total_loss: 1.437 loss_cls: 0.003687 loss_box_reg: 0.01346 loss_rpn_cls: 0.0006571 loss_rpn_loc: 0.001061 loss_D_img_s: 0.6933 loss_cls_pseudo: 0.01901 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003511 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 1.0130 last_time: 1.3073 data_time: 0.0085 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 00:45:09] d2.utils.events INFO: eta: 3:04:01 iter: 71579 total_loss: 1.422 loss_cls: 0.004209 loss_box_reg: 0.01312 loss_rpn_cls: 0.000516 loss_rpn_loc: 0.0009882 loss_D_img_s: 0.6613 loss_cls_pseudo: 0.01677 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7127 time: 1.0131 last_time: 1.3318 data_time: 0.0080 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 00:45:35] d2.utils.events INFO: eta: 3:03:36 iter: 71599 total_loss: 1.424 loss_cls: 0.002598 loss_box_reg: 0.01035 loss_rpn_cls: 0.0004651 loss_rpn_loc: 0.000903 loss_D_img_s: 0.6723 loss_cls_pseudo: 0.02008 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001987 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7088 time: 1.0131 last_time: 1.5831 data_time: 0.0084 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 00:46:00] d2.utils.events INFO: eta: 3:03:13 iter: 71619 total_loss: 1.433 loss_cls: 0.003426 loss_box_reg: 0.01022 loss_rpn_cls: 0.0003064 loss_rpn_loc: 0.0008134 loss_D_img_s: 0.6976 loss_cls_pseudo: 0.01854 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001675 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 1.0132 last_time: 1.3253 data_time: 0.0084 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 00:46:26] d2.utils.events INFO: eta: 3:02:53 iter: 71639 total_loss: 1.424 loss_cls: 0.003865 loss_box_reg: 0.01309 loss_rpn_cls: 0.0006986 loss_rpn_loc: 0.001049 loss_D_img_s: 0.6943 loss_cls_pseudo: 0.01372 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001739 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 1.0133 last_time: 1.3055 data_time: 0.0077 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 00:46:52] d2.utils.events INFO: eta: 3:02:25 iter: 71659 total_loss: 1.427 loss_cls: 0.002883 loss_box_reg: 0.01198 loss_rpn_cls: 0.0003503 loss_rpn_loc: 0.0009363 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01488 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001891 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6971 time: 1.0134 last_time: 1.3476 data_time: 0.0088 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 00:47:18] d2.utils.events INFO: eta: 3:02:01 iter: 71679 total_loss: 1.43 loss_cls: 0.004359 loss_box_reg: 0.01466 loss_rpn_cls: 0.000473 loss_rpn_loc: 0.001011 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.02611 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006208 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6812 time: 1.0134 last_time: 1.3389 data_time: 0.0078 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 00:47:43] d2.utils.events INFO: eta: 3:01:32 iter: 71699 total_loss: 1.424 loss_cls: 0.003877 loss_box_reg: 0.01461 loss_rpn_cls: 0.0006858 loss_rpn_loc: 0.0009505 loss_D_img_s: 0.7024 loss_cls_pseudo: 0.01328 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003189 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6779 time: 1.0135 last_time: 1.1633 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 00:48:10] d2.utils.events INFO: eta: 3:01:14 iter: 71719 total_loss: 1.431 loss_cls: 0.003149 loss_box_reg: 0.01046 loss_rpn_cls: 0.0007587 loss_rpn_loc: 0.001029 loss_D_img_s: 0.699 loss_cls_pseudo: 0.02149 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005061 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 1.0136 last_time: 1.1756 data_time: 0.0079 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 00:48:36] d2.utils.events INFO: eta: 3:00:33 iter: 71739 total_loss: 1.427 loss_cls: 0.003423 loss_box_reg: 0.01024 loss_rpn_cls: 0.0004815 loss_rpn_loc: 0.0007599 loss_D_img_s: 0.6695 loss_cls_pseudo: 0.01882 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7128 time: 1.0137 last_time: 1.1752 data_time: 0.0076 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 00:49:02] d2.utils.events INFO: eta: 3:00:06 iter: 71759 total_loss: 1.429 loss_cls: 0.003241 loss_box_reg: 0.01208 loss_rpn_cls: 0.0003001 loss_rpn_loc: 0.001003 loss_D_img_s: 0.6781 loss_cls_pseudo: 0.02374 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002971 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7033 time: 1.0138 last_time: 1.3884 data_time: 0.0085 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/24 00:49:29] d2.utils.events INFO: eta: 2:59:47 iter: 71779 total_loss: 1.433 loss_cls: 0.003575 loss_box_reg: 0.01283 loss_rpn_cls: 0.0003729 loss_rpn_loc: 0.0009747 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02371 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006437 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6727 time: 1.0138 last_time: 1.3775 data_time: 0.0090 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 00:49:54] d2.utils.events INFO: eta: 2:59:11 iter: 71799 total_loss: 1.426 loss_cls: 0.003959 loss_box_reg: 0.01158 loss_rpn_cls: 0.0002662 loss_rpn_loc: 0.0007562 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01543 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005166 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6943 time: 1.0139 last_time: 1.3760 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 00:50:20] d2.utils.events INFO: eta: 2:58:55 iter: 71819 total_loss: 1.442 loss_cls: 0.005566 loss_box_reg: 0.01452 loss_rpn_cls: 0.001051 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6863 loss_cls_pseudo: 0.02845 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004584 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.695 time: 1.0140 last_time: 1.3822 data_time: 0.0085 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 00:50:46] d2.utils.events INFO: eta: 2:58:38 iter: 71839 total_loss: 1.433 loss_cls: 0.003534 loss_box_reg: 0.01292 loss_rpn_cls: 0.0002851 loss_rpn_loc: 0.0009721 loss_D_img_s: 0.6958 loss_cls_pseudo: 0.02199 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00309 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 1.0141 last_time: 1.3683 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 00:51:11] d2.utils.events INFO: eta: 2:57:57 iter: 71859 total_loss: 1.462 loss_cls: 0.004264 loss_box_reg: 0.01403 loss_rpn_cls: 0.0007913 loss_rpn_loc: 0.001187 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.03093 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007098 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6708 time: 1.0141 last_time: 1.1841 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 00:51:37] d2.utils.events INFO: eta: 2:57:24 iter: 71879 total_loss: 1.422 loss_cls: 0.005257 loss_box_reg: 0.01381 loss_rpn_cls: 0.00032 loss_rpn_loc: 0.001311 loss_D_img_s: 0.7131 loss_cls_pseudo: 0.01722 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001738 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6696 time: 1.0142 last_time: 1.3257 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 00:52:03] d2.utils.events INFO: eta: 2:57:01 iter: 71899 total_loss: 1.426 loss_cls: 0.00318 loss_box_reg: 0.008577 loss_rpn_cls: 0.0003413 loss_rpn_loc: 0.0006368 loss_D_img_s: 0.7105 loss_cls_pseudo: 0.02506 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004921 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6753 time: 1.0143 last_time: 1.1577 data_time: 0.0078 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 00:52:29] d2.utils.events INFO: eta: 2:56:39 iter: 71919 total_loss: 1.432 loss_cls: 0.00466 loss_box_reg: 0.01346 loss_rpn_cls: 0.0003978 loss_rpn_loc: 0.0006979 loss_D_img_s: 0.6663 loss_cls_pseudo: 0.02159 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002419 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7138 time: 1.0144 last_time: 1.1762 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 00:52:55] d2.utils.events INFO: eta: 2:56:13 iter: 71939 total_loss: 1.437 loss_cls: 0.003574 loss_box_reg: 0.01309 loss_rpn_cls: 0.0003285 loss_rpn_loc: 0.0006423 loss_D_img_s: 0.6677 loss_cls_pseudo: 0.01458 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001554 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7172 time: 1.0145 last_time: 1.2840 data_time: 0.0085 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 00:53:21] d2.utils.events INFO: eta: 2:56:01 iter: 71959 total_loss: 1.432 loss_cls: 0.004306 loss_box_reg: 0.01264 loss_rpn_cls: 0.0005226 loss_rpn_loc: 0.001172 loss_D_img_s: 0.6944 loss_cls_pseudo: 0.01953 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002658 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 1.0145 last_time: 1.3481 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 00:53:46] d2.utils.events INFO: eta: 2:55:36 iter: 71979 total_loss: 1.44 loss_cls: 0.003446 loss_box_reg: 0.01286 loss_rpn_cls: 0.0003565 loss_rpn_loc: 0.001004 loss_D_img_s: 0.7097 loss_cls_pseudo: 0.01966 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004137 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6767 time: 1.0146 last_time: 1.2343 data_time: 0.0083 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 00:54:12] d2.data.common INFO: Serializing the dataset using: [03/24 00:54:12] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 00:54:12] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 00:54:12] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 00:54:12] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 00:54:14] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0019 s/iter. Inference: 0.0880 s/iter. Eval: 0.0002 s/iter. Total: 0.0901 s/iter. ETA=0:00:35 [03/24 00:54:19] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0031 s/iter. Inference: 0.0962 s/iter. Eval: 0.0002 s/iter. Total: 0.0996 s/iter. ETA=0:00:34 [03/24 00:54:24] d2.evaluation.evaluator INFO: Inference done 112/410. Dataloading: 0.0031 s/iter. Inference: 0.0959 s/iter. Eval: 0.0002 s/iter. Total: 0.0993 s/iter. ETA=0:00:29 [03/24 00:54:29] d2.evaluation.evaluator INFO: Inference done 163/410. Dataloading: 0.0035 s/iter. Inference: 0.0954 s/iter. Eval: 0.0003 s/iter. Total: 0.0993 s/iter. ETA=0:00:24 [03/24 00:54:34] d2.evaluation.evaluator INFO: Inference done 218/410. Dataloading: 0.0038 s/iter. Inference: 0.0930 s/iter. Eval: 0.0002 s/iter. Total: 0.0971 s/iter. ETA=0:00:18 [03/24 00:54:39] d2.evaluation.evaluator INFO: Inference done 269/410. Dataloading: 0.0043 s/iter. Inference: 0.0928 s/iter. Eval: 0.0002 s/iter. Total: 0.0974 s/iter. ETA=0:00:13 [03/24 00:54:44] d2.evaluation.evaluator INFO: Inference done 318/410. Dataloading: 0.0041 s/iter. Inference: 0.0937 s/iter. Eval: 0.0002 s/iter. Total: 0.0981 s/iter. ETA=0:00:09 [03/24 00:54:49] d2.evaluation.evaluator INFO: Inference done 368/410. Dataloading: 0.0041 s/iter. Inference: 0.0940 s/iter. Eval: 0.0002 s/iter. Total: 0.0984 s/iter. ETA=0:00:04 [03/24 00:54:54] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.226354 (0.099324 s / iter per device, on 1 devices) [03/24 00:54:54] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094713 s / iter per device, on 1 devices) [03/24 00:54:54] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 00:54:54] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 00:54:54] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 00:54:54] d2.evaluation.testing INFO: copypaste: 0.9180,3.8818,0.0931 [03/24 00:54:54] d2.data.common INFO: Serializing the dataset using: [03/24 00:54:54] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 00:54:54] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 00:54:54] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 00:54:54] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 00:54:56] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0100 s/iter. Inference: 0.1143 s/iter. Eval: 0.0002 s/iter. Total: 0.1246 s/iter. ETA=0:00:49 [03/24 00:55:01] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0045 s/iter. Inference: 0.1002 s/iter. Eval: 0.0002 s/iter. Total: 0.1049 s/iter. ETA=0:00:36 [03/24 00:55:06] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0034 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:31 [03/24 00:55:11] d2.evaluation.evaluator INFO: Inference done 158/410. Dataloading: 0.0035 s/iter. Inference: 0.1003 s/iter. Eval: 0.0004 s/iter. Total: 0.1042 s/iter. ETA=0:00:26 [03/24 00:55:16] d2.evaluation.evaluator INFO: Inference done 203/410. Dataloading: 0.0034 s/iter. Inference: 0.1022 s/iter. Eval: 0.0004 s/iter. Total: 0.1060 s/iter. ETA=0:00:21 [03/24 00:55:21] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0036 s/iter. Inference: 0.1042 s/iter. Eval: 0.0004 s/iter. Total: 0.1082 s/iter. ETA=0:00:17 [03/24 00:55:26] d2.evaluation.evaluator INFO: Inference done 293/410. Dataloading: 0.0036 s/iter. Inference: 0.1041 s/iter. Eval: 0.0004 s/iter. Total: 0.1082 s/iter. ETA=0:00:12 [03/24 00:55:31] d2.evaluation.evaluator INFO: Inference done 336/410. Dataloading: 0.0037 s/iter. Inference: 0.1053 s/iter. Eval: 0.0004 s/iter. Total: 0.1094 s/iter. ETA=0:00:08 [03/24 00:55:36] d2.evaluation.evaluator INFO: Inference done 383/410. Dataloading: 0.0040 s/iter. Inference: 0.1050 s/iter. Eval: 0.0003 s/iter. Total: 0.1094 s/iter. ETA=0:00:02 [03/24 00:55:39] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.260162 (0.109284 s / iter per device, on 1 devices) [03/24 00:55:39] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.104674 s / iter per device, on 1 devices) [03/24 00:55:40] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 00:55:40] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 00:55:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 00:55:40] d2.evaluation.testing INFO: copypaste: 1.4121,5.3632,0.0000 [03/24 00:55:40] d2.utils.events INFO: eta: 2:55:12 iter: 71999 total_loss: 1.44 loss_cls: 0.004192 loss_box_reg: 0.01146 loss_rpn_cls: 0.0006772 loss_rpn_loc: 0.0009784 loss_D_img_s: 0.6935 loss_cls_pseudo: 0.02152 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00449 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 1.0147 last_time: 1.3552 data_time: 0.0081 last_data_time: 0.0134 lr: 0.01 max_mem: 12687M [03/24 00:56:05] d2.utils.events INFO: eta: 2:54:34 iter: 72019 total_loss: 1.43 loss_cls: 0.002925 loss_box_reg: 0.0124 loss_rpn_cls: 0.0005702 loss_rpn_loc: 0.001126 loss_D_img_s: 0.6836 loss_cls_pseudo: 0.01833 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003304 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 1.0147 last_time: 1.3005 data_time: 0.0079 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 00:56:30] d2.utils.events INFO: eta: 2:54:03 iter: 72039 total_loss: 1.434 loss_cls: 0.004999 loss_box_reg: 0.01307 loss_rpn_cls: 0.0008475 loss_rpn_loc: 0.001151 loss_D_img_s: 0.6819 loss_cls_pseudo: 0.0145 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003435 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7037 time: 1.0148 last_time: 1.4012 data_time: 0.0081 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 00:56:55] d2.utils.events INFO: eta: 2:53:40 iter: 72059 total_loss: 1.435 loss_cls: 0.003845 loss_box_reg: 0.01403 loss_rpn_cls: 0.0004182 loss_rpn_loc: 0.001614 loss_D_img_s: 0.7001 loss_cls_pseudo: 0.01393 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002267 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 1.0149 last_time: 1.3390 data_time: 0.0080 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/24 00:57:21] d2.utils.events INFO: eta: 2:52:55 iter: 72079 total_loss: 1.423 loss_cls: 0.003919 loss_box_reg: 0.01072 loss_rpn_cls: 0.0003084 loss_rpn_loc: 0.0007794 loss_D_img_s: 0.713 loss_cls_pseudo: 0.0171 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6759 time: 1.0150 last_time: 1.3141 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 00:57:46] d2.utils.events INFO: eta: 2:52:27 iter: 72099 total_loss: 1.435 loss_cls: 0.003758 loss_box_reg: 0.01264 loss_rpn_cls: 0.0005671 loss_rpn_loc: 0.001149 loss_D_img_s: 0.7124 loss_cls_pseudo: 0.01913 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003053 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6774 time: 1.0150 last_time: 1.5417 data_time: 0.0079 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 00:58:12] d2.utils.events INFO: eta: 2:51:56 iter: 72119 total_loss: 1.435 loss_cls: 0.003788 loss_box_reg: 0.01246 loss_rpn_cls: 0.0009951 loss_rpn_loc: 0.001393 loss_D_img_s: 0.6862 loss_cls_pseudo: 0.01569 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 1.0151 last_time: 1.2707 data_time: 0.0084 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 00:58:37] d2.utils.events INFO: eta: 2:51:29 iter: 72139 total_loss: 1.431 loss_cls: 0.00343 loss_box_reg: 0.01287 loss_rpn_cls: 0.0003485 loss_rpn_loc: 0.001282 loss_D_img_s: 0.6786 loss_cls_pseudo: 0.0214 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003748 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7075 time: 1.0152 last_time: 1.5273 data_time: 0.0082 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 00:59:03] d2.utils.events INFO: eta: 2:51:05 iter: 72159 total_loss: 1.441 loss_cls: 0.005187 loss_box_reg: 0.012 loss_rpn_cls: 0.0007733 loss_rpn_loc: 0.0009487 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.02099 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002205 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 1.0153 last_time: 1.3637 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 00:59:29] d2.utils.events INFO: eta: 2:50:42 iter: 72179 total_loss: 1.427 loss_cls: 0.003127 loss_box_reg: 0.01252 loss_rpn_cls: 0.000343 loss_rpn_loc: 0.0006981 loss_D_img_s: 0.6936 loss_cls_pseudo: 0.0161 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001927 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6909 time: 1.0153 last_time: 1.3669 data_time: 0.0077 last_data_time: 0.0120 lr: 0.01 max_mem: 12687M [03/24 00:59:54] d2.utils.events INFO: eta: 2:50:11 iter: 72199 total_loss: 1.426 loss_cls: 0.00448 loss_box_reg: 0.01323 loss_rpn_cls: 0.0005748 loss_rpn_loc: 0.0009937 loss_D_img_s: 0.691 loss_cls_pseudo: 0.01477 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001599 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6929 time: 1.0154 last_time: 1.1949 data_time: 0.0087 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 01:00:21] d2.utils.events INFO: eta: 2:49:49 iter: 72219 total_loss: 1.428 loss_cls: 0.003805 loss_box_reg: 0.01302 loss_rpn_cls: 0.0002748 loss_rpn_loc: 0.001138 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.01595 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002276 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 1.0155 last_time: 1.3463 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 01:00:45] d2.utils.events INFO: eta: 2:49:24 iter: 72239 total_loss: 1.437 loss_cls: 0.003955 loss_box_reg: 0.01394 loss_rpn_cls: 0.0004802 loss_rpn_loc: 0.001125 loss_D_img_s: 0.7034 loss_cls_pseudo: 0.02483 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003317 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6832 time: 1.0155 last_time: 1.1254 data_time: 0.0079 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 01:01:11] d2.utils.events INFO: eta: 2:48:57 iter: 72259 total_loss: 1.453 loss_cls: 0.005351 loss_box_reg: 0.0159 loss_rpn_cls: 0.001322 loss_rpn_loc: 0.001271 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.0287 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0063 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6863 time: 1.0156 last_time: 1.1528 data_time: 0.0076 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/24 01:01:36] d2.utils.events INFO: eta: 2:48:11 iter: 72279 total_loss: 1.42 loss_cls: 0.005006 loss_box_reg: 0.01421 loss_rpn_cls: 0.00105 loss_rpn_loc: 0.001356 loss_D_img_s: 0.6817 loss_cls_pseudo: 0.01297 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001219 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7011 time: 1.0157 last_time: 1.3126 data_time: 0.0074 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 01:02:01] d2.utils.events INFO: eta: 2:47:27 iter: 72299 total_loss: 1.419 loss_cls: 0.002929 loss_box_reg: 0.01201 loss_rpn_cls: 0.0002646 loss_rpn_loc: 0.0009619 loss_D_img_s: 0.6665 loss_cls_pseudo: 0.01347 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002181 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7143 time: 1.0157 last_time: 1.3901 data_time: 0.0073 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 01:02:26] d2.utils.events INFO: eta: 2:46:57 iter: 72319 total_loss: 1.425 loss_cls: 0.003522 loss_box_reg: 0.01526 loss_rpn_cls: 0.0005001 loss_rpn_loc: 0.0009933 loss_D_img_s: 0.6699 loss_cls_pseudo: 0.01095 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.717 time: 1.0158 last_time: 1.1807 data_time: 0.0084 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 01:02:53] d2.utils.events INFO: eta: 2:46:43 iter: 72339 total_loss: 1.429 loss_cls: 0.003328 loss_box_reg: 0.01069 loss_rpn_cls: 0.000499 loss_rpn_loc: 0.0009079 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.01633 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002444 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 1.0159 last_time: 1.3850 data_time: 0.0088 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 01:03:19] d2.utils.events INFO: eta: 2:46:14 iter: 72359 total_loss: 1.427 loss_cls: 0.004102 loss_box_reg: 0.01236 loss_rpn_cls: 0.0004447 loss_rpn_loc: 0.0008562 loss_D_img_s: 0.7129 loss_cls_pseudo: 0.01478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001215 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6653 time: 1.0160 last_time: 1.4983 data_time: 0.0078 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 01:03:44] d2.utils.events INFO: eta: 2:45:39 iter: 72379 total_loss: 1.435 loss_cls: 0.004299 loss_box_reg: 0.01425 loss_rpn_cls: 0.0004949 loss_rpn_loc: 0.0008152 loss_D_img_s: 0.7099 loss_cls_pseudo: 0.0231 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003464 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.672 time: 1.0160 last_time: 1.1571 data_time: 0.0076 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:04:10] d2.utils.events INFO: eta: 2:45:09 iter: 72399 total_loss: 1.436 loss_cls: 0.003548 loss_box_reg: 0.01535 loss_rpn_cls: 0.0006023 loss_rpn_loc: 0.000995 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.02227 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004038 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.684 time: 1.0161 last_time: 1.3113 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 01:04:36] d2.utils.events INFO: eta: 2:44:54 iter: 72419 total_loss: 1.43 loss_cls: 0.004685 loss_box_reg: 0.01299 loss_rpn_cls: 0.0003982 loss_rpn_loc: 0.001017 loss_D_img_s: 0.6853 loss_cls_pseudo: 0.0131 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009396 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.698 time: 1.0162 last_time: 1.3479 data_time: 0.0078 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/24 01:05:02] d2.utils.events INFO: eta: 2:44:28 iter: 72439 total_loss: 1.447 loss_cls: 0.005158 loss_box_reg: 0.01447 loss_rpn_cls: 0.0005524 loss_rpn_loc: 0.0008649 loss_D_img_s: 0.6819 loss_cls_pseudo: 0.01923 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004439 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 1.0163 last_time: 1.1892 data_time: 0.0085 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 01:05:28] d2.utils.events INFO: eta: 2:44:08 iter: 72459 total_loss: 1.437 loss_cls: 0.004375 loss_box_reg: 0.01186 loss_rpn_cls: 0.0005254 loss_rpn_loc: 0.0007692 loss_D_img_s: 0.6864 loss_cls_pseudo: 0.02956 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006883 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 1.0164 last_time: 1.3652 data_time: 0.0082 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 01:05:54] d2.utils.events INFO: eta: 2:43:46 iter: 72479 total_loss: 1.414 loss_cls: 0.004925 loss_box_reg: 0.01528 loss_rpn_cls: 0.0005424 loss_rpn_loc: 0.001146 loss_D_img_s: 0.6152 loss_cls_pseudo: 0.01346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002682 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7731 time: 1.0164 last_time: 1.3402 data_time: 0.0090 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 01:06:19] d2.utils.events INFO: eta: 2:43:17 iter: 72499 total_loss: 1.43 loss_cls: 0.002703 loss_box_reg: 0.01124 loss_rpn_cls: 0.0005544 loss_rpn_loc: 0.001321 loss_D_img_s: 0.6697 loss_cls_pseudo: 0.009813 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001988 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7086 time: 1.0165 last_time: 1.3079 data_time: 0.0080 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 01:06:44] d2.utils.events INFO: eta: 2:42:50 iter: 72519 total_loss: 1.417 loss_cls: 0.004998 loss_box_reg: 0.01063 loss_rpn_cls: 0.0005653 loss_rpn_loc: 0.0008685 loss_D_img_s: 0.7104 loss_cls_pseudo: 0.0129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0009177 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 1.0166 last_time: 1.2850 data_time: 0.0071 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 01:07:09] d2.utils.events INFO: eta: 2:42:21 iter: 72539 total_loss: 1.425 loss_cls: 0.004894 loss_box_reg: 0.01447 loss_rpn_cls: 0.0004388 loss_rpn_loc: 0.001011 loss_D_img_s: 0.7085 loss_cls_pseudo: 0.01607 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002058 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6649 time: 1.0166 last_time: 1.3413 data_time: 0.0080 last_data_time: 0.0106 lr: 0.01 max_mem: 12687M [03/24 01:07:36] d2.utils.events INFO: eta: 2:42:11 iter: 72559 total_loss: 1.424 loss_cls: 0.004711 loss_box_reg: 0.01262 loss_rpn_cls: 0.000498 loss_rpn_loc: 0.0009545 loss_D_img_s: 0.7188 loss_cls_pseudo: 0.01478 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002468 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6674 time: 1.0167 last_time: 1.3022 data_time: 0.0087 last_data_time: 0.0111 lr: 0.01 max_mem: 12687M [03/24 01:08:00] d2.utils.events INFO: eta: 2:41:33 iter: 72579 total_loss: 1.432 loss_cls: 0.00424 loss_box_reg: 0.01503 loss_rpn_cls: 0.0006392 loss_rpn_loc: 0.001329 loss_D_img_s: 0.7246 loss_cls_pseudo: 0.01659 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001653 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6565 time: 1.0168 last_time: 1.3838 data_time: 0.0080 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 01:08:25] d2.utils.events INFO: eta: 2:40:54 iter: 72599 total_loss: 1.425 loss_cls: 0.003384 loss_box_reg: 0.01014 loss_rpn_cls: 0.0006481 loss_rpn_loc: 0.0008558 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.0144 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002401 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6727 time: 1.0168 last_time: 1.3762 data_time: 0.0075 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:08:51] d2.utils.events INFO: eta: 2:40:40 iter: 72619 total_loss: 1.43 loss_cls: 0.004611 loss_box_reg: 0.01584 loss_rpn_cls: 0.0007961 loss_rpn_loc: 0.001426 loss_D_img_s: 0.6979 loss_cls_pseudo: 0.01922 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004547 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6807 time: 1.0169 last_time: 1.4981 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 01:09:16] d2.utils.events INFO: eta: 2:40:13 iter: 72639 total_loss: 1.422 loss_cls: 0.003144 loss_box_reg: 0.01272 loss_rpn_cls: 0.0006116 loss_rpn_loc: 0.001132 loss_D_img_s: 0.6878 loss_cls_pseudo: 0.01716 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00393 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6915 time: 1.0170 last_time: 1.3468 data_time: 0.0080 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 01:09:42] d2.utils.events INFO: eta: 2:39:36 iter: 72659 total_loss: 1.426 loss_cls: 0.004831 loss_box_reg: 0.0142 loss_rpn_cls: 0.000544 loss_rpn_loc: 0.0009348 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.0191 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003801 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 1.0171 last_time: 1.2975 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 01:10:08] d2.utils.events INFO: eta: 2:39:13 iter: 72679 total_loss: 1.445 loss_cls: 0.005642 loss_box_reg: 0.01366 loss_rpn_cls: 0.000564 loss_rpn_loc: 0.0008426 loss_D_img_s: 0.6689 loss_cls_pseudo: 0.01958 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003534 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7123 time: 1.0171 last_time: 1.2249 data_time: 0.0077 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 01:10:34] d2.utils.events INFO: eta: 2:38:55 iter: 72699 total_loss: 1.429 loss_cls: 0.00398 loss_box_reg: 0.01225 loss_rpn_cls: 0.000466 loss_rpn_loc: 0.001116 loss_D_img_s: 0.65 loss_cls_pseudo: 0.01596 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001888 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7383 time: 1.0172 last_time: 1.3583 data_time: 0.0077 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 01:11:00] d2.utils.events INFO: eta: 2:38:12 iter: 72719 total_loss: 1.444 loss_cls: 0.004572 loss_box_reg: 0.01475 loss_rpn_cls: 0.0004415 loss_rpn_loc: 0.0009048 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.01523 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00529 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7014 time: 1.0173 last_time: 1.1614 data_time: 0.0080 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 01:11:26] d2.utils.events INFO: eta: 2:37:52 iter: 72739 total_loss: 1.443 loss_cls: 0.003984 loss_box_reg: 0.01431 loss_rpn_cls: 0.0003346 loss_rpn_loc: 0.0008812 loss_D_img_s: 0.6889 loss_cls_pseudo: 0.01773 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003083 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6962 time: 1.0174 last_time: 1.3845 data_time: 0.0080 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/24 01:11:52] d2.utils.events INFO: eta: 2:37:22 iter: 72759 total_loss: 1.431 loss_cls: 0.004016 loss_box_reg: 0.01048 loss_rpn_cls: 0.0002967 loss_rpn_loc: 0.0007878 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.02045 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002947 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6899 time: 1.0174 last_time: 1.3572 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 01:12:17] d2.utils.events INFO: eta: 2:36:45 iter: 72779 total_loss: 1.419 loss_cls: 0.003055 loss_box_reg: 0.01076 loss_rpn_cls: 0.00039 loss_rpn_loc: 0.00116 loss_D_img_s: 0.7053 loss_cls_pseudo: 0.01684 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001467 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6758 time: 1.0175 last_time: 1.3301 data_time: 0.0075 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:12:42] d2.utils.events INFO: eta: 2:36:19 iter: 72799 total_loss: 1.43 loss_cls: 0.004252 loss_box_reg: 0.01614 loss_rpn_cls: 0.0005708 loss_rpn_loc: 0.001097 loss_D_img_s: 0.7045 loss_cls_pseudo: 0.01812 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002123 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6756 time: 1.0176 last_time: 1.5052 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 01:13:08] d2.utils.events INFO: eta: 2:35:56 iter: 72819 total_loss: 1.421 loss_cls: 0.003918 loss_box_reg: 0.01254 loss_rpn_cls: 0.000429 loss_rpn_loc: 0.001018 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.01369 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002069 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 1.0177 last_time: 1.3602 data_time: 0.0078 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 01:13:35] d2.utils.events INFO: eta: 2:35:32 iter: 72839 total_loss: 1.431 loss_cls: 0.0041 loss_box_reg: 0.01596 loss_rpn_cls: 0.0002859 loss_rpn_loc: 0.001058 loss_D_img_s: 0.7202 loss_cls_pseudo: 0.02433 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004404 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6533 time: 1.0177 last_time: 1.3131 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 01:14:00] d2.utils.events INFO: eta: 2:34:58 iter: 72859 total_loss: 1.418 loss_cls: 0.004922 loss_box_reg: 0.01131 loss_rpn_cls: 0.0004559 loss_rpn_loc: 0.00135 loss_D_img_s: 0.7014 loss_cls_pseudo: 0.0134 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002262 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.671 time: 1.0178 last_time: 1.4065 data_time: 0.0078 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 01:14:26] d2.utils.events INFO: eta: 2:34:32 iter: 72879 total_loss: 1.422 loss_cls: 0.004974 loss_box_reg: 0.01451 loss_rpn_cls: 0.0004156 loss_rpn_loc: 0.001229 loss_D_img_s: 0.6856 loss_cls_pseudo: 0.01798 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002041 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 1.0179 last_time: 1.2314 data_time: 0.0075 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 01:14:52] d2.utils.events INFO: eta: 2:34:01 iter: 72899 total_loss: 1.414 loss_cls: 0.003931 loss_box_reg: 0.0118 loss_rpn_cls: 0.0004533 loss_rpn_loc: 0.001309 loss_D_img_s: 0.691 loss_cls_pseudo: 0.009777 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002017 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 1.0180 last_time: 1.3648 data_time: 0.0077 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 01:15:18] d2.utils.events INFO: eta: 2:33:31 iter: 72919 total_loss: 1.438 loss_cls: 0.004689 loss_box_reg: 0.0135 loss_rpn_cls: 0.0004655 loss_rpn_loc: 0.0007455 loss_D_img_s: 0.7094 loss_cls_pseudo: 0.01318 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002813 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 1.0180 last_time: 1.3105 data_time: 0.0079 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:15:43] d2.utils.events INFO: eta: 2:33:11 iter: 72939 total_loss: 1.431 loss_cls: 0.004027 loss_box_reg: 0.01359 loss_rpn_cls: 0.0003706 loss_rpn_loc: 0.000979 loss_D_img_s: 0.6824 loss_cls_pseudo: 0.02397 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001074 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 1.0181 last_time: 1.3381 data_time: 0.0083 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/24 01:16:10] d2.utils.events INFO: eta: 2:32:41 iter: 72959 total_loss: 1.422 loss_cls: 0.005096 loss_box_reg: 0.01333 loss_rpn_cls: 0.0004176 loss_rpn_loc: 0.001118 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.01652 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002116 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 1.0182 last_time: 1.4591 data_time: 0.0079 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 01:16:39] d2.utils.events INFO: eta: 2:32:17 iter: 72979 total_loss: 1.422 loss_cls: 0.005433 loss_box_reg: 0.01578 loss_rpn_cls: 0.0007547 loss_rpn_loc: 0.0009049 loss_D_img_s: 0.6725 loss_cls_pseudo: 0.01456 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002411 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7058 time: 1.0183 last_time: 1.8775 data_time: 0.0075 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 01:17:13] d2.data.common INFO: Serializing the dataset using: [03/24 01:17:13] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 01:17:13] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 01:17:13] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 01:17:13] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 01:17:14] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0074 s/iter. Inference: 0.0587 s/iter. Eval: 0.0002 s/iter. Total: 0.0663 s/iter. ETA=0:00:26 [03/24 01:17:19] d2.evaluation.evaluator INFO: Inference done 66/410. Dataloading: 0.0078 s/iter. Inference: 0.0815 s/iter. Eval: 0.0002 s/iter. Total: 0.0896 s/iter. ETA=0:00:30 [03/24 01:17:24] d2.evaluation.evaluator INFO: Inference done 117/410. Dataloading: 0.0055 s/iter. Inference: 0.0882 s/iter. Eval: 0.0002 s/iter. Total: 0.0940 s/iter. ETA=0:00:27 [03/24 01:17:30] d2.evaluation.evaluator INFO: Inference done 168/410. Dataloading: 0.0050 s/iter. Inference: 0.0902 s/iter. Eval: 0.0002 s/iter. Total: 0.0955 s/iter. ETA=0:00:23 [03/24 01:17:35] d2.evaluation.evaluator INFO: Inference done 219/410. Dataloading: 0.0048 s/iter. Inference: 0.0913 s/iter. Eval: 0.0002 s/iter. Total: 0.0964 s/iter. ETA=0:00:18 [03/24 01:17:40] d2.evaluation.evaluator INFO: Inference done 273/410. Dataloading: 0.0045 s/iter. Inference: 0.0909 s/iter. Eval: 0.0002 s/iter. Total: 0.0956 s/iter. ETA=0:00:13 [03/24 01:17:45] d2.evaluation.evaluator INFO: Inference done 325/410. Dataloading: 0.0045 s/iter. Inference: 0.0911 s/iter. Eval: 0.0002 s/iter. Total: 0.0959 s/iter. ETA=0:00:08 [03/24 01:17:50] d2.evaluation.evaluator INFO: Inference done 376/410. Dataloading: 0.0042 s/iter. Inference: 0.0917 s/iter. Eval: 0.0002 s/iter. Total: 0.0963 s/iter. ETA=0:00:03 [03/24 01:17:53] d2.evaluation.evaluator INFO: Total inference time: 0:00:39.082472 (0.096500 s / iter per device, on 1 devices) [03/24 01:17:53] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:37 (0.091872 s / iter per device, on 1 devices) [03/24 01:17:53] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 01:17:53] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 01:17:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 01:17:53] d2.evaluation.testing INFO: copypaste: 1.3274,4.6151,0.0611 [03/24 01:17:53] d2.data.common INFO: Serializing the dataset using: [03/24 01:17:53] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 01:17:53] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 01:17:53] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 01:17:53] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 01:17:55] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0011 s/iter. Inference: 0.0863 s/iter. Eval: 0.0002 s/iter. Total: 0.0876 s/iter. ETA=0:00:34 [03/24 01:18:00] d2.evaluation.evaluator INFO: Inference done 57/410. Dataloading: 0.0042 s/iter. Inference: 0.1023 s/iter. Eval: 0.0002 s/iter. Total: 0.1069 s/iter. ETA=0:00:37 [03/24 01:18:05] d2.evaluation.evaluator INFO: Inference done 102/410. Dataloading: 0.0037 s/iter. Inference: 0.1059 s/iter. Eval: 0.0003 s/iter. Total: 0.1099 s/iter. ETA=0:00:33 [03/24 01:18:10] d2.evaluation.evaluator INFO: Inference done 151/410. Dataloading: 0.0036 s/iter. Inference: 0.1036 s/iter. Eval: 0.0003 s/iter. Total: 0.1076 s/iter. ETA=0:00:27 [03/24 01:18:15] d2.evaluation.evaluator INFO: Inference done 199/410. Dataloading: 0.0034 s/iter. Inference: 0.1030 s/iter. Eval: 0.0003 s/iter. Total: 0.1068 s/iter. ETA=0:00:22 [03/24 01:18:20] d2.evaluation.evaluator INFO: Inference done 247/410. Dataloading: 0.0036 s/iter. Inference: 0.1024 s/iter. Eval: 0.0003 s/iter. Total: 0.1063 s/iter. ETA=0:00:17 [03/24 01:18:25] d2.evaluation.evaluator INFO: Inference done 295/410. Dataloading: 0.0034 s/iter. Inference: 0.1022 s/iter. Eval: 0.0003 s/iter. Total: 0.1060 s/iter. ETA=0:00:12 [03/24 01:18:30] d2.evaluation.evaluator INFO: Inference done 346/410. Dataloading: 0.0035 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:06 [03/24 01:18:35] d2.evaluation.evaluator INFO: Inference done 393/410. Dataloading: 0.0034 s/iter. Inference: 0.1017 s/iter. Eval: 0.0003 s/iter. Total: 0.1054 s/iter. ETA=0:00:01 [03/24 01:18:37] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.804517 (0.105690 s / iter per device, on 1 devices) [03/24 01:18:37] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.101726 s / iter per device, on 1 devices) [03/24 01:18:37] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 01:18:37] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 01:18:37] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 01:18:37] d2.evaluation.testing INFO: copypaste: 1.3435,5.3021,0.0007 [03/24 01:18:37] d2.utils.events INFO: eta: 2:32:10 iter: 72999 total_loss: 1.443 loss_cls: 0.004306 loss_box_reg: 0.01542 loss_rpn_cls: 0.0005369 loss_rpn_loc: 0.001146 loss_D_img_s: 0.6732 loss_cls_pseudo: 0.02122 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002652 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7152 time: 1.0185 last_time: 0.8570 data_time: 0.0087 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:19:04] d2.utils.events INFO: eta: 2:32:04 iter: 73019 total_loss: 1.449 loss_cls: 0.004491 loss_box_reg: 0.01276 loss_rpn_cls: 0.0006366 loss_rpn_loc: 0.0009741 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.0296 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004119 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6783 time: 1.0186 last_time: 1.5216 data_time: 0.0083 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 01:19:30] d2.utils.events INFO: eta: 2:31:43 iter: 73039 total_loss: 1.432 loss_cls: 0.004 loss_box_reg: 0.01277 loss_rpn_cls: 0.0006616 loss_rpn_loc: 0.000812 loss_D_img_s: 0.6976 loss_cls_pseudo: 0.01823 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004355 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6814 time: 1.0186 last_time: 1.3050 data_time: 0.0081 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 01:19:56] d2.utils.events INFO: eta: 2:31:23 iter: 73059 total_loss: 1.428 loss_cls: 0.004203 loss_box_reg: 0.01467 loss_rpn_cls: 0.0005028 loss_rpn_loc: 0.001157 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01676 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003602 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 1.0187 last_time: 1.1754 data_time: 0.0078 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:20:22] d2.utils.events INFO: eta: 2:31:02 iter: 73079 total_loss: 1.422 loss_cls: 0.005762 loss_box_reg: 0.0141 loss_rpn_cls: 0.000486 loss_rpn_loc: 0.0007386 loss_D_img_s: 0.6796 loss_cls_pseudo: 0.01685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002012 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6994 time: 1.0188 last_time: 1.2291 data_time: 0.0081 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 01:20:47] d2.utils.events INFO: eta: 2:30:36 iter: 73099 total_loss: 1.426 loss_cls: 0.003615 loss_box_reg: 0.01234 loss_rpn_cls: 0.0002392 loss_rpn_loc: 0.0008464 loss_D_img_s: 0.6947 loss_cls_pseudo: 0.01466 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001958 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6801 time: 1.0189 last_time: 1.1449 data_time: 0.0080 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/24 01:21:12] d2.utils.events INFO: eta: 2:30:18 iter: 73119 total_loss: 1.442 loss_cls: 0.003396 loss_box_reg: 0.01147 loss_rpn_cls: 0.0002186 loss_rpn_loc: 0.0008669 loss_D_img_s: 0.6684 loss_cls_pseudo: 0.02651 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006746 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7132 time: 1.0189 last_time: 1.1388 data_time: 0.0075 last_data_time: 0.0061 lr: 0.01 max_mem: 12687M [03/24 01:21:37] d2.utils.events INFO: eta: 2:29:41 iter: 73139 total_loss: 1.437 loss_cls: 0.00598 loss_box_reg: 0.01553 loss_rpn_cls: 0.001811 loss_rpn_loc: 0.001459 loss_D_img_s: 0.6736 loss_cls_pseudo: 0.01033 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001069 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7127 time: 1.0190 last_time: 1.1476 data_time: 0.0084 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 01:22:03] d2.utils.events INFO: eta: 2:29:12 iter: 73159 total_loss: 1.425 loss_cls: 0.004674 loss_box_reg: 0.01171 loss_rpn_cls: 0.0004954 loss_rpn_loc: 0.001202 loss_D_img_s: 0.68 loss_cls_pseudo: 0.0157 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002174 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7026 time: 1.0191 last_time: 1.2397 data_time: 0.0084 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:22:28] d2.utils.events INFO: eta: 2:28:40 iter: 73179 total_loss: 1.434 loss_cls: 0.004909 loss_box_reg: 0.01277 loss_rpn_cls: 0.0002484 loss_rpn_loc: 0.001065 loss_D_img_s: 0.7098 loss_cls_pseudo: 0.02463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6764 time: 1.0191 last_time: 1.4521 data_time: 0.0084 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 01:22:53] d2.utils.events INFO: eta: 2:28:17 iter: 73199 total_loss: 1.42 loss_cls: 0.003395 loss_box_reg: 0.0136 loss_rpn_cls: 0.0003186 loss_rpn_loc: 0.001131 loss_D_img_s: 0.7194 loss_cls_pseudo: 0.01965 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002612 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6559 time: 1.0192 last_time: 1.1816 data_time: 0.0087 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 01:23:20] d2.utils.events INFO: eta: 2:27:59 iter: 73219 total_loss: 1.433 loss_cls: 0.003711 loss_box_reg: 0.01138 loss_rpn_cls: 0.0004923 loss_rpn_loc: 0.0006963 loss_D_img_s: 0.7336 loss_cls_pseudo: 0.02099 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003325 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6518 time: 1.0193 last_time: 1.4003 data_time: 0.0090 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 01:23:45] d2.utils.events INFO: eta: 2:27:36 iter: 73239 total_loss: 1.434 loss_cls: 0.004972 loss_box_reg: 0.01277 loss_rpn_cls: 0.0005524 loss_rpn_loc: 0.001483 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02284 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005574 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 1.0194 last_time: 1.3154 data_time: 0.0080 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 01:24:11] d2.utils.events INFO: eta: 2:27:09 iter: 73259 total_loss: 1.421 loss_cls: 0.004964 loss_box_reg: 0.01319 loss_rpn_cls: 0.0001929 loss_rpn_loc: 0.000842 loss_D_img_s: 0.6728 loss_cls_pseudo: 0.00982 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001659 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7055 time: 1.0194 last_time: 1.2420 data_time: 0.0088 last_data_time: 0.0277 lr: 0.01 max_mem: 12687M [03/24 01:24:37] d2.utils.events INFO: eta: 2:26:59 iter: 73279 total_loss: 1.418 loss_cls: 0.003789 loss_box_reg: 0.0157 loss_rpn_cls: 0.0006678 loss_rpn_loc: 0.001304 loss_D_img_s: 0.6753 loss_cls_pseudo: 0.01449 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002554 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7021 time: 1.0195 last_time: 1.3262 data_time: 0.0081 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 01:25:02] d2.utils.events INFO: eta: 2:26:27 iter: 73299 total_loss: 1.415 loss_cls: 0.003284 loss_box_reg: 0.01151 loss_rpn_cls: 0.0006211 loss_rpn_loc: 0.001013 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.01465 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002172 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6918 time: 1.0196 last_time: 1.2963 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:25:27] d2.utils.events INFO: eta: 2:26:00 iter: 73319 total_loss: 1.432 loss_cls: 0.005486 loss_box_reg: 0.016 loss_rpn_cls: 0.0007861 loss_rpn_loc: 0.001169 loss_D_img_s: 0.6834 loss_cls_pseudo: 0.02056 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004304 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6981 time: 1.0196 last_time: 1.4183 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 01:25:52] d2.utils.events INFO: eta: 2:25:11 iter: 73339 total_loss: 1.427 loss_cls: 0.004326 loss_box_reg: 0.01331 loss_rpn_cls: 0.0003197 loss_rpn_loc: 0.001105 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01364 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001166 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.702 time: 1.0197 last_time: 1.2336 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 01:26:19] d2.utils.events INFO: eta: 2:24:42 iter: 73359 total_loss: 1.418 loss_cls: 0.003218 loss_box_reg: 0.0159 loss_rpn_cls: 0.0004034 loss_rpn_loc: 0.0008159 loss_D_img_s: 0.6749 loss_cls_pseudo: 0.01319 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001392 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 1.0198 last_time: 1.1789 data_time: 0.0079 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 01:26:44] d2.utils.events INFO: eta: 2:24:06 iter: 73379 total_loss: 1.425 loss_cls: 0.004672 loss_box_reg: 0.01405 loss_rpn_cls: 0.0005423 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6878 loss_cls_pseudo: 0.01698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001788 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6926 time: 1.0198 last_time: 1.1685 data_time: 0.0083 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/24 01:27:10] d2.utils.events INFO: eta: 2:23:28 iter: 73399 total_loss: 1.434 loss_cls: 0.003302 loss_box_reg: 0.01413 loss_rpn_cls: 0.0003503 loss_rpn_loc: 0.001206 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.01281 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003246 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 1.0199 last_time: 1.1667 data_time: 0.0084 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 01:27:35] d2.utils.events INFO: eta: 2:22:53 iter: 73419 total_loss: 1.429 loss_cls: 0.004944 loss_box_reg: 0.01268 loss_rpn_cls: 0.0003046 loss_rpn_loc: 0.001009 loss_D_img_s: 0.6752 loss_cls_pseudo: 0.01521 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003035 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7134 time: 1.0200 last_time: 1.4044 data_time: 0.0078 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 01:28:01] d2.utils.events INFO: eta: 2:22:31 iter: 73439 total_loss: 1.428 loss_cls: 0.003275 loss_box_reg: 0.01301 loss_rpn_cls: 0.000664 loss_rpn_loc: 0.0008327 loss_D_img_s: 0.6678 loss_cls_pseudo: 0.01696 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001477 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7119 time: 1.0201 last_time: 1.1677 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:28:27] d2.utils.events INFO: eta: 2:22:01 iter: 73459 total_loss: 1.42 loss_cls: 0.002861 loss_box_reg: 0.01496 loss_rpn_cls: 0.0003568 loss_rpn_loc: 0.001051 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.01208 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00112 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6757 time: 1.0201 last_time: 1.2608 data_time: 0.0077 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 01:28:54] d2.utils.events INFO: eta: 2:21:35 iter: 73479 total_loss: 1.442 loss_cls: 0.004036 loss_box_reg: 0.01165 loss_rpn_cls: 0.0005266 loss_rpn_loc: 0.0009382 loss_D_img_s: 0.7239 loss_cls_pseudo: 0.02507 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005172 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.66 time: 1.0202 last_time: 1.3274 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 01:29:20] d2.utils.events INFO: eta: 2:21:13 iter: 73499 total_loss: 1.446 loss_cls: 0.007804 loss_box_reg: 0.0246 loss_rpn_cls: 0.0008711 loss_rpn_loc: 0.001405 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.02328 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003607 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 1.0203 last_time: 1.3436 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 01:29:46] d2.utils.events INFO: eta: 2:20:50 iter: 73519 total_loss: 1.422 loss_cls: 0.003312 loss_box_reg: 0.01236 loss_rpn_cls: 0.0005033 loss_rpn_loc: 0.001119 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01678 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003033 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6945 time: 1.0204 last_time: 1.3116 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 01:30:12] d2.utils.events INFO: eta: 2:20:24 iter: 73539 total_loss: 1.421 loss_cls: 0.004183 loss_box_reg: 0.01182 loss_rpn_cls: 0.0004677 loss_rpn_loc: 0.001116 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.02061 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002746 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 1.0205 last_time: 1.3874 data_time: 0.0073 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 01:30:38] d2.utils.events INFO: eta: 2:19:58 iter: 73559 total_loss: 1.41 loss_cls: 0.00486 loss_box_reg: 0.01781 loss_rpn_cls: 0.00065 loss_rpn_loc: 0.001289 loss_D_img_s: 0.6732 loss_cls_pseudo: 0.01551 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001442 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6902 time: 1.0205 last_time: 1.3238 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:31:04] d2.utils.events INFO: eta: 2:19:45 iter: 73579 total_loss: 1.431 loss_cls: 0.00372 loss_box_reg: 0.01269 loss_rpn_cls: 0.0004555 loss_rpn_loc: 0.001348 loss_D_img_s: 0.6931 loss_cls_pseudo: 0.01982 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003264 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 1.0206 last_time: 1.3466 data_time: 0.0078 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/24 01:31:31] d2.utils.events INFO: eta: 2:19:40 iter: 73599 total_loss: 1.44 loss_cls: 0.005042 loss_box_reg: 0.0162 loss_rpn_cls: 0.0007614 loss_rpn_loc: 0.0009261 loss_D_img_s: 0.6941 loss_cls_pseudo: 0.01871 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004659 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 1.0207 last_time: 1.4920 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:31:57] d2.utils.events INFO: eta: 2:19:07 iter: 73619 total_loss: 1.431 loss_cls: 0.003732 loss_box_reg: 0.0164 loss_rpn_cls: 0.0009202 loss_rpn_loc: 0.001314 loss_D_img_s: 0.7119 loss_cls_pseudo: 0.01565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001369 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6648 time: 1.0208 last_time: 1.2903 data_time: 0.0079 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 01:32:23] d2.utils.events INFO: eta: 2:18:43 iter: 73639 total_loss: 1.428 loss_cls: 0.004483 loss_box_reg: 0.01659 loss_rpn_cls: 0.00096 loss_rpn_loc: 0.001142 loss_D_img_s: 0.704 loss_cls_pseudo: 0.01501 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002034 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6726 time: 1.0208 last_time: 1.1116 data_time: 0.0077 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 01:32:50] d2.utils.events INFO: eta: 2:18:21 iter: 73659 total_loss: 1.435 loss_cls: 0.00431 loss_box_reg: 0.01306 loss_rpn_cls: 0.0004858 loss_rpn_loc: 0.001221 loss_D_img_s: 0.6725 loss_cls_pseudo: 0.01513 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003285 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7118 time: 1.0209 last_time: 1.5166 data_time: 0.0080 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:33:16] d2.utils.events INFO: eta: 2:17:51 iter: 73679 total_loss: 1.428 loss_cls: 0.005634 loss_box_reg: 0.01458 loss_rpn_cls: 0.0007381 loss_rpn_loc: 0.0009512 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.02132 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002494 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7064 time: 1.0210 last_time: 1.1649 data_time: 0.0079 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 01:33:42] d2.utils.events INFO: eta: 2:17:11 iter: 73699 total_loss: 1.431 loss_cls: 0.002829 loss_box_reg: 0.01062 loss_rpn_cls: 0.0003418 loss_rpn_loc: 0.0008757 loss_D_img_s: 0.6871 loss_cls_pseudo: 0.01957 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006761 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 1.0211 last_time: 1.1944 data_time: 0.0074 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 01:34:07] d2.utils.events INFO: eta: 2:16:42 iter: 73719 total_loss: 1.443 loss_cls: 0.005329 loss_box_reg: 0.0182 loss_rpn_cls: 0.0006015 loss_rpn_loc: 0.001105 loss_D_img_s: 0.702 loss_cls_pseudo: 0.01743 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 1.0211 last_time: 1.2019 data_time: 0.0077 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 01:34:33] d2.utils.events INFO: eta: 2:16:15 iter: 73739 total_loss: 1.42 loss_cls: 0.005016 loss_box_reg: 0.01556 loss_rpn_cls: 0.0004762 loss_rpn_loc: 0.0009779 loss_D_img_s: 0.7171 loss_cls_pseudo: 0.01436 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001956 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6576 time: 1.0212 last_time: 1.3317 data_time: 0.0080 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 01:34:59] d2.utils.events INFO: eta: 2:15:34 iter: 73759 total_loss: 1.421 loss_cls: 0.004337 loss_box_reg: 0.01495 loss_rpn_cls: 0.0004506 loss_rpn_loc: 0.001186 loss_D_img_s: 0.7025 loss_cls_pseudo: 0.01461 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00152 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6737 time: 1.0213 last_time: 1.3879 data_time: 0.0079 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 01:35:24] d2.utils.events INFO: eta: 2:15:15 iter: 73779 total_loss: 1.423 loss_cls: 0.004621 loss_box_reg: 0.01284 loss_rpn_cls: 0.0004824 loss_rpn_loc: 0.001033 loss_D_img_s: 0.6798 loss_cls_pseudo: 0.0182 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00338 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6976 time: 1.0214 last_time: 1.1214 data_time: 0.0093 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 01:35:49] d2.utils.events INFO: eta: 2:14:47 iter: 73799 total_loss: 1.423 loss_cls: 0.004739 loss_box_reg: 0.01308 loss_rpn_cls: 0.0003151 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6749 loss_cls_pseudo: 0.01984 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00333 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7044 time: 1.0214 last_time: 1.2996 data_time: 0.0085 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/24 01:36:16] d2.utils.events INFO: eta: 2:14:21 iter: 73819 total_loss: 1.426 loss_cls: 0.004014 loss_box_reg: 0.01445 loss_rpn_cls: 0.0003842 loss_rpn_loc: 0.001125 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01434 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003236 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.683 time: 1.0215 last_time: 1.3876 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 01:36:42] d2.utils.events INFO: eta: 2:13:47 iter: 73839 total_loss: 1.429 loss_cls: 0.003423 loss_box_reg: 0.0132 loss_rpn_cls: 0.0005328 loss_rpn_loc: 0.001087 loss_D_img_s: 0.6976 loss_cls_pseudo: 0.02045 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002103 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6853 time: 1.0216 last_time: 1.1452 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:37:08] d2.utils.events INFO: eta: 2:13:39 iter: 73859 total_loss: 1.422 loss_cls: 0.004411 loss_box_reg: 0.0117 loss_rpn_cls: 0.0004025 loss_rpn_loc: 0.001149 loss_D_img_s: 0.6641 loss_cls_pseudo: 0.01526 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002101 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7124 time: 1.0217 last_time: 1.3242 data_time: 0.0079 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 01:37:36] d2.utils.events INFO: eta: 2:13:25 iter: 73879 total_loss: 1.446 loss_cls: 0.003448 loss_box_reg: 0.01315 loss_rpn_cls: 0.0003396 loss_rpn_loc: 0.001297 loss_D_img_s: 0.6798 loss_cls_pseudo: 0.02051 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00573 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7075 time: 1.0218 last_time: 1.2565 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 01:38:02] d2.utils.events INFO: eta: 2:12:55 iter: 73899 total_loss: 1.43 loss_cls: 0.003607 loss_box_reg: 0.01099 loss_rpn_cls: 0.0005017 loss_rpn_loc: 0.0006655 loss_D_img_s: 0.7408 loss_cls_pseudo: 0.01741 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002482 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6483 time: 1.0218 last_time: 1.2389 data_time: 0.0081 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/24 01:38:28] d2.utils.events INFO: eta: 2:12:34 iter: 73919 total_loss: 1.442 loss_cls: 0.00303 loss_box_reg: 0.01289 loss_rpn_cls: 0.0003046 loss_rpn_loc: 0.0007296 loss_D_img_s: 0.7287 loss_cls_pseudo: 0.01577 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002165 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6508 time: 1.0219 last_time: 1.3602 data_time: 0.0080 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 01:38:54] d2.utils.events INFO: eta: 2:12:08 iter: 73939 total_loss: 1.442 loss_cls: 0.004048 loss_box_reg: 0.01396 loss_rpn_cls: 0.0004235 loss_rpn_loc: 0.001204 loss_D_img_s: 0.6771 loss_cls_pseudo: 0.02113 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004209 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7071 time: 1.0220 last_time: 1.2015 data_time: 0.0081 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 01:39:21] d2.utils.events INFO: eta: 2:11:49 iter: 73959 total_loss: 1.425 loss_cls: 0.003725 loss_box_reg: 0.01279 loss_rpn_cls: 0.0003993 loss_rpn_loc: 0.001038 loss_D_img_s: 0.6767 loss_cls_pseudo: 0.01685 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00235 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7127 time: 1.0221 last_time: 1.4646 data_time: 0.0081 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:39:47] d2.utils.events INFO: eta: 2:11:29 iter: 73979 total_loss: 1.423 loss_cls: 0.002933 loss_box_reg: 0.01169 loss_rpn_cls: 0.0002442 loss_rpn_loc: 0.0008396 loss_D_img_s: 0.684 loss_cls_pseudo: 0.01512 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002648 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7061 time: 1.0222 last_time: 1.3074 data_time: 0.0083 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 01:40:14] d2.data.common INFO: Serializing the dataset using: [03/24 01:40:14] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 01:40:14] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 01:40:14] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 01:40:14] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 01:40:16] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0066 s/iter. Inference: 0.0841 s/iter. Eval: 0.0002 s/iter. Total: 0.0909 s/iter. ETA=0:00:36 [03/24 01:40:21] d2.evaluation.evaluator INFO: Inference done 57/410. Dataloading: 0.0047 s/iter. Inference: 0.1022 s/iter. Eval: 0.0005 s/iter. Total: 0.1074 s/iter. ETA=0:00:37 [03/24 01:40:26] d2.evaluation.evaluator INFO: Inference done 104/410. Dataloading: 0.0040 s/iter. Inference: 0.1033 s/iter. Eval: 0.0004 s/iter. Total: 0.1078 s/iter. ETA=0:00:32 [03/24 01:40:31] d2.evaluation.evaluator INFO: Inference done 151/410. Dataloading: 0.0043 s/iter. Inference: 0.1029 s/iter. Eval: 0.0004 s/iter. Total: 0.1077 s/iter. ETA=0:00:27 [03/24 01:40:36] d2.evaluation.evaluator INFO: Inference done 205/410. Dataloading: 0.0042 s/iter. Inference: 0.0991 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:21 [03/24 01:40:41] d2.evaluation.evaluator INFO: Inference done 252/410. Dataloading: 0.0052 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1042 s/iter. ETA=0:00:16 [03/24 01:40:46] d2.evaluation.evaluator INFO: Inference done 301/410. Dataloading: 0.0049 s/iter. Inference: 0.0988 s/iter. Eval: 0.0003 s/iter. Total: 0.1040 s/iter. ETA=0:00:11 [03/24 01:40:51] d2.evaluation.evaluator INFO: Inference done 350/410. Dataloading: 0.0050 s/iter. Inference: 0.0985 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:06 [03/24 01:40:56] d2.evaluation.evaluator INFO: Inference done 403/410. Dataloading: 0.0049 s/iter. Inference: 0.0976 s/iter. Eval: 0.0003 s/iter. Total: 0.1029 s/iter. ETA=0:00:00 [03/24 01:40:57] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.630379 (0.102791 s / iter per device, on 1 devices) [03/24 01:40:57] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097294 s / iter per device, on 1 devices) [03/24 01:40:57] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 01:40:57] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 01:40:57] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 01:40:57] d2.evaluation.testing INFO: copypaste: 0.9939,5.3506,0.0000 [03/24 01:40:57] d2.data.common INFO: Serializing the dataset using: [03/24 01:40:57] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 01:40:57] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 01:40:57] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 01:40:57] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 01:41:01] d2.evaluation.evaluator INFO: Inference done 27/410. Dataloading: 0.0035 s/iter. Inference: 0.1260 s/iter. Eval: 0.0008 s/iter. Total: 0.1304 s/iter. ETA=0:00:49 [03/24 01:41:06] d2.evaluation.evaluator INFO: Inference done 75/410. Dataloading: 0.0031 s/iter. Inference: 0.1095 s/iter. Eval: 0.0005 s/iter. Total: 0.1132 s/iter. ETA=0:00:37 [03/24 01:41:11] d2.evaluation.evaluator INFO: Inference done 123/410. Dataloading: 0.0039 s/iter. Inference: 0.1055 s/iter. Eval: 0.0004 s/iter. Total: 0.1099 s/iter. ETA=0:00:31 [03/24 01:41:16] d2.evaluation.evaluator INFO: Inference done 176/410. Dataloading: 0.0040 s/iter. Inference: 0.1012 s/iter. Eval: 0.0004 s/iter. Total: 0.1057 s/iter. ETA=0:00:24 [03/24 01:41:21] d2.evaluation.evaluator INFO: Inference done 225/410. Dataloading: 0.0045 s/iter. Inference: 0.0999 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:19 [03/24 01:41:27] d2.evaluation.evaluator INFO: Inference done 277/410. Dataloading: 0.0048 s/iter. Inference: 0.0984 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:13 [03/24 01:41:32] d2.evaluation.evaluator INFO: Inference done 330/410. Dataloading: 0.0046 s/iter. Inference: 0.0975 s/iter. Eval: 0.0003 s/iter. Total: 0.1025 s/iter. ETA=0:00:08 [03/24 01:41:37] d2.evaluation.evaluator INFO: Inference done 384/410. Dataloading: 0.0043 s/iter. Inference: 0.0965 s/iter. Eval: 0.0003 s/iter. Total: 0.1012 s/iter. ETA=0:00:02 [03/24 01:41:39] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.128855 (0.101553 s / iter per device, on 1 devices) [03/24 01:41:39] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.096674 s / iter per device, on 1 devices) [03/24 01:41:40] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 01:41:40] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 01:41:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 01:41:40] d2.evaluation.testing INFO: copypaste: 1.5979,5.7767,0.0000 [03/24 01:41:40] d2.utils.events INFO: eta: 2:10:45 iter: 73999 total_loss: 1.426 loss_cls: 0.00437 loss_box_reg: 0.01183 loss_rpn_cls: 0.0003749 loss_rpn_loc: 0.000906 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.01917 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00106 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6992 time: 1.0222 last_time: 1.1765 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 01:42:05] d2.utils.events INFO: eta: 2:10:10 iter: 74019 total_loss: 1.422 loss_cls: 0.003676 loss_box_reg: 0.01037 loss_rpn_cls: 0.0003004 loss_rpn_loc: 0.0008226 loss_D_img_s: 0.6767 loss_cls_pseudo: 0.0164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001538 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7054 time: 1.0223 last_time: 1.1678 data_time: 0.0072 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/24 01:42:31] d2.utils.events INFO: eta: 2:09:44 iter: 74039 total_loss: 1.439 loss_cls: 0.005954 loss_box_reg: 0.01631 loss_rpn_cls: 0.0003627 loss_rpn_loc: 0.001207 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.02042 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005579 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7078 time: 1.0224 last_time: 1.3353 data_time: 0.0074 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 01:42:56] d2.utils.events INFO: eta: 2:09:13 iter: 74059 total_loss: 1.425 loss_cls: 0.002971 loss_box_reg: 0.01075 loss_rpn_cls: 0.0002418 loss_rpn_loc: 0.0009715 loss_D_img_s: 0.6891 loss_cls_pseudo: 0.0121 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006347 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6997 time: 1.0224 last_time: 1.2741 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 01:43:20] d2.utils.events INFO: eta: 2:08:33 iter: 74079 total_loss: 1.428 loss_cls: 0.002765 loss_box_reg: 0.01087 loss_rpn_cls: 0.0002173 loss_rpn_loc: 0.0009262 loss_D_img_s: 0.6697 loss_cls_pseudo: 0.02151 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002561 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7102 time: 1.0225 last_time: 1.2820 data_time: 0.0073 last_data_time: 0.0128 lr: 0.01 max_mem: 12687M [03/24 01:43:47] d2.utils.events INFO: eta: 2:08:18 iter: 74099 total_loss: 1.416 loss_cls: 0.004023 loss_box_reg: 0.01172 loss_rpn_cls: 0.0002873 loss_rpn_loc: 0.0007838 loss_D_img_s: 0.6741 loss_cls_pseudo: 0.02059 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003251 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6965 time: 1.0226 last_time: 1.2936 data_time: 0.0083 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 01:44:13] d2.utils.events INFO: eta: 2:07:46 iter: 74119 total_loss: 1.419 loss_cls: 0.003969 loss_box_reg: 0.01143 loss_rpn_cls: 0.0003271 loss_rpn_loc: 0.0009167 loss_D_img_s: 0.677 loss_cls_pseudo: 0.01702 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002593 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.692 time: 1.0226 last_time: 1.2819 data_time: 0.0083 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 01:44:39] d2.utils.events INFO: eta: 2:07:32 iter: 74139 total_loss: 1.419 loss_cls: 0.005112 loss_box_reg: 0.01644 loss_rpn_cls: 0.0007603 loss_rpn_loc: 0.001194 loss_D_img_s: 0.6891 loss_cls_pseudo: 0.01767 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001082 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6777 time: 1.0227 last_time: 1.1686 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:45:05] d2.utils.events INFO: eta: 2:07:04 iter: 74159 total_loss: 1.411 loss_cls: 0.003372 loss_box_reg: 0.01496 loss_rpn_cls: 0.0005181 loss_rpn_loc: 0.001048 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.01036 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001271 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.674 time: 1.0228 last_time: 1.1714 data_time: 0.0082 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:45:30] d2.utils.events INFO: eta: 2:06:40 iter: 74179 total_loss: 1.417 loss_cls: 0.003263 loss_box_reg: 0.01231 loss_rpn_cls: 0.0002286 loss_rpn_loc: 0.001349 loss_D_img_s: 0.6919 loss_cls_pseudo: 0.01296 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002374 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 1.0229 last_time: 1.3627 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 01:45:56] d2.utils.events INFO: eta: 2:06:14 iter: 74199 total_loss: 1.421 loss_cls: 0.004544 loss_box_reg: 0.01555 loss_rpn_cls: 0.0004679 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6961 loss_cls_pseudo: 0.01698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001553 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6844 time: 1.0229 last_time: 1.1872 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 01:46:21] d2.utils.events INFO: eta: 2:05:41 iter: 74219 total_loss: 1.433 loss_cls: 0.003499 loss_box_reg: 0.01244 loss_rpn_cls: 0.000564 loss_rpn_loc: 0.001129 loss_D_img_s: 0.6994 loss_cls_pseudo: 0.01506 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6902 time: 1.0230 last_time: 1.3282 data_time: 0.0086 last_data_time: 0.0104 lr: 0.01 max_mem: 12687M [03/24 01:46:47] d2.utils.events INFO: eta: 2:05:14 iter: 74239 total_loss: 1.448 loss_cls: 0.006526 loss_box_reg: 0.01523 loss_rpn_cls: 0.0009243 loss_rpn_loc: 0.0009614 loss_D_img_s: 0.7001 loss_cls_pseudo: 0.0215 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 1.0231 last_time: 1.2939 data_time: 0.0073 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 01:47:12] d2.utils.events INFO: eta: 2:04:47 iter: 74259 total_loss: 1.437 loss_cls: 0.004694 loss_box_reg: 0.01367 loss_rpn_cls: 0.0005098 loss_rpn_loc: 0.001021 loss_D_img_s: 0.699 loss_cls_pseudo: 0.01321 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003587 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 1.0231 last_time: 1.3533 data_time: 0.0073 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:47:37] d2.utils.events INFO: eta: 2:04:20 iter: 74279 total_loss: 1.42 loss_cls: 0.003788 loss_box_reg: 0.01307 loss_rpn_cls: 0.0002225 loss_rpn_loc: 0.000988 loss_D_img_s: 0.7048 loss_cls_pseudo: 0.008001 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001472 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6798 time: 1.0232 last_time: 1.1461 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 01:48:04] d2.utils.events INFO: eta: 2:03:57 iter: 74299 total_loss: 1.427 loss_cls: 0.004574 loss_box_reg: 0.01448 loss_rpn_cls: 0.0003181 loss_rpn_loc: 0.001243 loss_D_img_s: 0.7014 loss_cls_pseudo: 0.009373 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001117 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6869 time: 1.0233 last_time: 1.4380 data_time: 0.0080 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/24 01:48:31] d2.utils.events INFO: eta: 2:03:41 iter: 74319 total_loss: 1.425 loss_cls: 0.00445 loss_box_reg: 0.01335 loss_rpn_cls: 0.0004199 loss_rpn_loc: 0.001069 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.01053 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001222 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6881 time: 1.0234 last_time: 1.1989 data_time: 0.0093 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/24 01:48:56] d2.utils.events INFO: eta: 2:03:13 iter: 74339 total_loss: 1.424 loss_cls: 0.003231 loss_box_reg: 0.01035 loss_rpn_cls: 0.0003289 loss_rpn_loc: 0.0006641 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01542 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001861 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 1.0234 last_time: 1.3627 data_time: 0.0072 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 01:49:22] d2.utils.events INFO: eta: 2:02:49 iter: 74359 total_loss: 1.427 loss_cls: 0.004518 loss_box_reg: 0.01467 loss_rpn_cls: 0.0004424 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6776 loss_cls_pseudo: 0.01609 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001052 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7073 time: 1.0235 last_time: 1.1545 data_time: 0.0077 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 01:49:48] d2.utils.events INFO: eta: 2:02:37 iter: 74379 total_loss: 1.425 loss_cls: 0.003466 loss_box_reg: 0.01105 loss_rpn_cls: 0.0003197 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6814 loss_cls_pseudo: 0.01955 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 1.0236 last_time: 1.2776 data_time: 0.0087 last_data_time: 0.0118 lr: 0.01 max_mem: 12687M [03/24 01:50:14] d2.utils.events INFO: eta: 2:02:11 iter: 74399 total_loss: 1.43 loss_cls: 0.003903 loss_box_reg: 0.01332 loss_rpn_cls: 0.0004493 loss_rpn_loc: 0.001267 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.01707 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003373 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6794 time: 1.0237 last_time: 1.3678 data_time: 0.0078 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/24 01:50:40] d2.utils.events INFO: eta: 2:01:48 iter: 74419 total_loss: 1.414 loss_cls: 0.002403 loss_box_reg: 0.009602 loss_rpn_cls: 0.0003812 loss_rpn_loc: 0.0006532 loss_D_img_s: 0.7064 loss_cls_pseudo: 0.009043 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00103 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6735 time: 1.0237 last_time: 1.1510 data_time: 0.0081 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/24 01:51:05] d2.utils.events INFO: eta: 2:01:15 iter: 74439 total_loss: 1.444 loss_cls: 0.004023 loss_box_reg: 0.01754 loss_rpn_cls: 0.0009548 loss_rpn_loc: 0.001117 loss_D_img_s: 0.6827 loss_cls_pseudo: 0.01641 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001635 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7052 time: 1.0238 last_time: 1.1754 data_time: 0.0078 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/24 01:51:31] d2.utils.events INFO: eta: 2:00:52 iter: 74459 total_loss: 1.437 loss_cls: 0.003326 loss_box_reg: 0.01362 loss_rpn_cls: 0.0006217 loss_rpn_loc: 0.0008646 loss_D_img_s: 0.6776 loss_cls_pseudo: 0.02387 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002758 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7085 time: 1.0239 last_time: 1.1754 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:51:56] d2.utils.events INFO: eta: 2:00:26 iter: 74479 total_loss: 1.441 loss_cls: 0.005423 loss_box_reg: 0.0142 loss_rpn_cls: 0.001056 loss_rpn_loc: 0.0009728 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.02217 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003999 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 1.0239 last_time: 1.2081 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:52:22] d2.utils.events INFO: eta: 1:59:48 iter: 74499 total_loss: 1.437 loss_cls: 0.006467 loss_box_reg: 0.01746 loss_rpn_cls: 0.0009891 loss_rpn_loc: 0.001084 loss_D_img_s: 0.7 loss_cls_pseudo: 0.012 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001981 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.688 time: 1.0240 last_time: 1.3127 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 01:52:47] d2.utils.events INFO: eta: 1:59:14 iter: 74519 total_loss: 1.439 loss_cls: 0.00362 loss_box_reg: 0.01547 loss_rpn_cls: 0.0006022 loss_rpn_loc: 0.001104 loss_D_img_s: 0.6949 loss_cls_pseudo: 0.01716 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002617 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6913 time: 1.0241 last_time: 1.1879 data_time: 0.0076 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 01:53:13] d2.utils.events INFO: eta: 1:58:41 iter: 74539 total_loss: 1.439 loss_cls: 0.005824 loss_box_reg: 0.01312 loss_rpn_cls: 0.001421 loss_rpn_loc: 0.0009681 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.01489 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002506 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 1.0241 last_time: 1.8047 data_time: 0.0080 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 01:53:49] d2.utils.events INFO: eta: 1:58:29 iter: 74559 total_loss: 1.421 loss_cls: 0.002842 loss_box_reg: 0.01133 loss_rpn_cls: 0.0004956 loss_rpn_loc: 0.0007017 loss_D_img_s: 0.6868 loss_cls_pseudo: 0.01628 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002238 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 1.0243 last_time: 1.7964 data_time: 0.0076 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 01:54:14] d2.utils.events INFO: eta: 1:58:02 iter: 74579 total_loss: 1.421 loss_cls: 0.003203 loss_box_reg: 0.01225 loss_rpn_cls: 0.0005369 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6795 loss_cls_pseudo: 0.01983 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002913 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 1.0244 last_time: 1.4130 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 01:54:40] d2.utils.events INFO: eta: 1:57:23 iter: 74599 total_loss: 1.443 loss_cls: 0.004688 loss_box_reg: 0.0179 loss_rpn_cls: 0.0005782 loss_rpn_loc: 0.0009056 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.01995 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6774 time: 1.0245 last_time: 1.1930 data_time: 0.0078 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 01:55:05] d2.utils.events INFO: eta: 1:56:50 iter: 74619 total_loss: 1.42 loss_cls: 0.00387 loss_box_reg: 0.01581 loss_rpn_cls: 0.0004532 loss_rpn_loc: 0.0009639 loss_D_img_s: 0.7009 loss_cls_pseudo: 0.01125 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001436 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 1.0245 last_time: 1.1526 data_time: 0.0076 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 01:55:31] d2.utils.events INFO: eta: 1:56:23 iter: 74639 total_loss: 1.428 loss_cls: 0.003833 loss_box_reg: 0.01373 loss_rpn_cls: 0.0004899 loss_rpn_loc: 0.001145 loss_D_img_s: 0.7012 loss_cls_pseudo: 0.01171 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001447 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6828 time: 1.0246 last_time: 1.3299 data_time: 0.0082 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/24 01:55:56] d2.utils.events INFO: eta: 1:55:59 iter: 74659 total_loss: 1.43 loss_cls: 0.003933 loss_box_reg: 0.01179 loss_rpn_cls: 0.0005472 loss_rpn_loc: 0.001093 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.01548 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002637 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6887 time: 1.0247 last_time: 1.1405 data_time: 0.0083 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 01:56:22] d2.utils.events INFO: eta: 1:55:32 iter: 74679 total_loss: 1.426 loss_cls: 0.003846 loss_box_reg: 0.01445 loss_rpn_cls: 0.0005057 loss_rpn_loc: 0.00127 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.01286 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002045 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6995 time: 1.0247 last_time: 1.3921 data_time: 0.0078 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 01:56:47] d2.utils.events INFO: eta: 1:55:07 iter: 74699 total_loss: 1.42 loss_cls: 0.003132 loss_box_reg: 0.01034 loss_rpn_cls: 0.0002913 loss_rpn_loc: 0.0008667 loss_D_img_s: 0.6864 loss_cls_pseudo: 0.01333 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001255 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 1.0248 last_time: 1.3626 data_time: 0.0084 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/24 01:57:13] d2.utils.events INFO: eta: 1:54:43 iter: 74719 total_loss: 1.429 loss_cls: 0.002959 loss_box_reg: 0.01348 loss_rpn_cls: 0.0004725 loss_rpn_loc: 0.0009054 loss_D_img_s: 0.688 loss_cls_pseudo: 0.01511 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001656 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7007 time: 1.0249 last_time: 1.3537 data_time: 0.0074 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 01:57:38] d2.utils.events INFO: eta: 1:54:14 iter: 74739 total_loss: 1.427 loss_cls: 0.002079 loss_box_reg: 0.01095 loss_rpn_cls: 0.0002534 loss_rpn_loc: 0.0007802 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.0162 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002051 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6903 time: 1.0249 last_time: 1.1383 data_time: 0.0084 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 01:58:04] d2.utils.events INFO: eta: 1:53:49 iter: 74759 total_loss: 1.448 loss_cls: 0.004604 loss_box_reg: 0.01703 loss_rpn_cls: 0.0005261 loss_rpn_loc: 0.0009439 loss_D_img_s: 0.7029 loss_cls_pseudo: 0.02698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007157 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 1.0250 last_time: 1.1525 data_time: 0.0072 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 01:58:30] d2.utils.events INFO: eta: 1:53:25 iter: 74779 total_loss: 1.431 loss_cls: 0.004885 loss_box_reg: 0.01252 loss_rpn_cls: 0.0003452 loss_rpn_loc: 0.0009754 loss_D_img_s: 0.703 loss_cls_pseudo: 0.01686 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003339 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 1.0251 last_time: 1.3554 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 01:58:55] d2.utils.events INFO: eta: 1:52:57 iter: 74799 total_loss: 1.43 loss_cls: 0.003207 loss_box_reg: 0.0111 loss_rpn_cls: 0.0004269 loss_rpn_loc: 0.0008864 loss_D_img_s: 0.7039 loss_cls_pseudo: 0.02164 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002213 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6855 time: 1.0251 last_time: 1.4640 data_time: 0.0074 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 01:59:21] d2.utils.events INFO: eta: 1:52:29 iter: 74819 total_loss: 1.429 loss_cls: 0.002962 loss_box_reg: 0.01107 loss_rpn_cls: 0.0005008 loss_rpn_loc: 0.0009593 loss_D_img_s: 0.6991 loss_cls_pseudo: 0.01857 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002842 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.685 time: 1.0252 last_time: 1.1422 data_time: 0.0077 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 01:59:47] d2.utils.events INFO: eta: 1:52:03 iter: 74839 total_loss: 1.428 loss_cls: 0.002695 loss_box_reg: 0.01283 loss_rpn_cls: 0.0002428 loss_rpn_loc: 0.0008371 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.01295 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001591 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6958 time: 1.0253 last_time: 1.2617 data_time: 0.0079 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:00:13] d2.utils.events INFO: eta: 1:51:31 iter: 74859 total_loss: 1.426 loss_cls: 0.004547 loss_box_reg: 0.01482 loss_rpn_cls: 0.0003476 loss_rpn_loc: 0.001375 loss_D_img_s: 0.6695 loss_cls_pseudo: 0.01736 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003472 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.71 time: 1.0254 last_time: 1.2817 data_time: 0.0074 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 02:00:40] d2.utils.events INFO: eta: 1:50:57 iter: 74879 total_loss: 1.423 loss_cls: 0.003066 loss_box_reg: 0.0149 loss_rpn_cls: 0.0002771 loss_rpn_loc: 0.0008944 loss_D_img_s: 0.6561 loss_cls_pseudo: 0.01487 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003331 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7262 time: 1.0254 last_time: 1.1675 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 02:01:05] d2.utils.events INFO: eta: 1:50:32 iter: 74899 total_loss: 1.444 loss_cls: 0.003923 loss_box_reg: 0.01489 loss_rpn_cls: 0.0005536 loss_rpn_loc: 0.0009983 loss_D_img_s: 0.6896 loss_cls_pseudo: 0.02851 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005176 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6968 time: 1.0255 last_time: 1.5081 data_time: 0.0078 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 02:01:31] d2.utils.events INFO: eta: 1:50:04 iter: 74919 total_loss: 1.437 loss_cls: 0.004101 loss_box_reg: 0.01276 loss_rpn_cls: 0.0003322 loss_rpn_loc: 0.0009045 loss_D_img_s: 0.7031 loss_cls_pseudo: 0.02234 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003239 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6806 time: 1.0256 last_time: 1.2729 data_time: 0.0083 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 02:01:57] d2.utils.events INFO: eta: 1:49:36 iter: 74939 total_loss: 1.425 loss_cls: 0.003355 loss_box_reg: 0.01159 loss_rpn_cls: 0.0002755 loss_rpn_loc: 0.000903 loss_D_img_s: 0.7083 loss_cls_pseudo: 0.02002 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001288 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6777 time: 1.0257 last_time: 1.2861 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:02:23] d2.utils.events INFO: eta: 1:49:12 iter: 74959 total_loss: 1.422 loss_cls: 0.003703 loss_box_reg: 0.01519 loss_rpn_cls: 0.0005708 loss_rpn_loc: 0.001247 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.01159 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00175 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7083 time: 1.0257 last_time: 1.1580 data_time: 0.0084 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 02:02:48] d2.utils.events INFO: eta: 1:48:34 iter: 74979 total_loss: 1.426 loss_cls: 0.003343 loss_box_reg: 0.0129 loss_rpn_cls: 0.0003119 loss_rpn_loc: 0.0009424 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.01784 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001576 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6948 time: 1.0258 last_time: 1.1600 data_time: 0.0093 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 02:03:14] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0074999.pth [03/24 02:03:15] d2.data.common INFO: Serializing the dataset using: [03/24 02:03:15] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 02:03:15] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 02:03:15] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 02:03:15] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 02:03:17] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0113 s/iter. Inference: 0.1213 s/iter. Eval: 0.0002 s/iter. Total: 0.1328 s/iter. ETA=0:00:52 [03/24 02:03:22] d2.evaluation.evaluator INFO: Inference done 60/410. Dataloading: 0.0064 s/iter. Inference: 0.0987 s/iter. Eval: 0.0002 s/iter. Total: 0.1055 s/iter. ETA=0:00:36 [03/24 02:03:27] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0055 s/iter. Inference: 0.0994 s/iter. Eval: 0.0002 s/iter. Total: 0.1053 s/iter. ETA=0:00:31 [03/24 02:03:32] d2.evaluation.evaluator INFO: Inference done 161/410. Dataloading: 0.0052 s/iter. Inference: 0.0972 s/iter. Eval: 0.0002 s/iter. Total: 0.1028 s/iter. ETA=0:00:25 [03/24 02:03:37] d2.evaluation.evaluator INFO: Inference done 216/410. Dataloading: 0.0048 s/iter. Inference: 0.0949 s/iter. Eval: 0.0003 s/iter. Total: 0.1000 s/iter. ETA=0:00:19 [03/24 02:03:42] d2.evaluation.evaluator INFO: Inference done 273/410. Dataloading: 0.0044 s/iter. Inference: 0.0928 s/iter. Eval: 0.0002 s/iter. Total: 0.0974 s/iter. ETA=0:00:13 [03/24 02:03:47] d2.evaluation.evaluator INFO: Inference done 324/410. Dataloading: 0.0042 s/iter. Inference: 0.0934 s/iter. Eval: 0.0002 s/iter. Total: 0.0978 s/iter. ETA=0:00:08 [03/24 02:03:52] d2.evaluation.evaluator INFO: Inference done 375/410. Dataloading: 0.0040 s/iter. Inference: 0.0935 s/iter. Eval: 0.0003 s/iter. Total: 0.0979 s/iter. ETA=0:00:03 [03/24 02:03:56] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.004244 (0.098776 s / iter per device, on 1 devices) [03/24 02:03:56] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094169 s / iter per device, on 1 devices) [03/24 02:03:57] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 02:03:57] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 02:03:57] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 02:03:57] d2.evaluation.testing INFO: copypaste: 0.5405,3.6944,0.0040 [03/24 02:03:57] d2.data.common INFO: Serializing the dataset using: [03/24 02:03:57] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 02:03:57] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 02:03:57] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 02:03:57] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 02:03:59] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0039 s/iter. Inference: 0.1104 s/iter. Eval: 0.0008 s/iter. Total: 0.1151 s/iter. ETA=0:00:45 [03/24 02:04:04] d2.evaluation.evaluator INFO: Inference done 58/410. Dataloading: 0.0040 s/iter. Inference: 0.1050 s/iter. Eval: 0.0003 s/iter. Total: 0.1095 s/iter. ETA=0:00:38 [03/24 02:04:09] d2.evaluation.evaluator INFO: Inference done 103/410. Dataloading: 0.0051 s/iter. Inference: 0.1058 s/iter. Eval: 0.0003 s/iter. Total: 0.1112 s/iter. ETA=0:00:34 [03/24 02:04:14] d2.evaluation.evaluator INFO: Inference done 148/410. Dataloading: 0.0048 s/iter. Inference: 0.1060 s/iter. Eval: 0.0005 s/iter. Total: 0.1113 s/iter. ETA=0:00:29 [03/24 02:04:19] d2.evaluation.evaluator INFO: Inference done 196/410. Dataloading: 0.0043 s/iter. Inference: 0.1049 s/iter. Eval: 0.0004 s/iter. Total: 0.1098 s/iter. ETA=0:00:23 [03/24 02:04:24] d2.evaluation.evaluator INFO: Inference done 240/410. Dataloading: 0.0044 s/iter. Inference: 0.1058 s/iter. Eval: 0.0004 s/iter. Total: 0.1106 s/iter. ETA=0:00:18 [03/24 02:04:29] d2.evaluation.evaluator INFO: Inference done 286/410. Dataloading: 0.0045 s/iter. Inference: 0.1056 s/iter. Eval: 0.0004 s/iter. Total: 0.1105 s/iter. ETA=0:00:13 [03/24 02:04:34] d2.evaluation.evaluator INFO: Inference done 333/410. Dataloading: 0.0042 s/iter. Inference: 0.1054 s/iter. Eval: 0.0004 s/iter. Total: 0.1101 s/iter. ETA=0:00:08 [03/24 02:04:39] d2.evaluation.evaluator INFO: Inference done 381/410. Dataloading: 0.0044 s/iter. Inference: 0.1047 s/iter. Eval: 0.0004 s/iter. Total: 0.1096 s/iter. ETA=0:00:03 [03/24 02:04:42] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.174009 (0.109072 s / iter per device, on 1 devices) [03/24 02:04:42] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:42 (0.104090 s / iter per device, on 1 devices) [03/24 02:04:43] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 02:04:43] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 02:04:43] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 02:04:43] d2.evaluation.testing INFO: copypaste: 1.1067,5.3934,0.0023 [03/24 02:04:43] d2.utils.events INFO: eta: 1:48:08 iter: 74999 total_loss: 1.419 loss_cls: 0.003666 loss_box_reg: 0.01128 loss_rpn_cls: 0.0002781 loss_rpn_loc: 0.0007341 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.01272 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002347 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6869 time: 1.0259 last_time: 1.3418 data_time: 0.0075 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:05:08] d2.utils.events INFO: eta: 1:47:44 iter: 75019 total_loss: 1.427 loss_cls: 0.004023 loss_box_reg: 0.01263 loss_rpn_cls: 0.0004501 loss_rpn_loc: 0.001119 loss_D_img_s: 0.697 loss_cls_pseudo: 0.01917 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002709 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6885 time: 1.0259 last_time: 1.1485 data_time: 0.0080 last_data_time: 0.0118 lr: 0.01 max_mem: 12687M [03/24 02:05:34] d2.utils.events INFO: eta: 1:47:23 iter: 75039 total_loss: 1.425 loss_cls: 0.004471 loss_box_reg: 0.01406 loss_rpn_cls: 0.0005635 loss_rpn_loc: 0.0009551 loss_D_img_s: 0.7047 loss_cls_pseudo: 0.01366 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001275 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 1.0260 last_time: 1.1574 data_time: 0.0076 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 02:06:00] d2.utils.events INFO: eta: 1:46:57 iter: 75059 total_loss: 1.424 loss_cls: 0.004746 loss_box_reg: 0.01147 loss_rpn_cls: 0.0005929 loss_rpn_loc: 0.0008526 loss_D_img_s: 0.7067 loss_cls_pseudo: 0.02265 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002443 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6679 time: 1.0261 last_time: 1.1700 data_time: 0.0077 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:06:25] d2.utils.events INFO: eta: 1:46:39 iter: 75079 total_loss: 1.423 loss_cls: 0.00355 loss_box_reg: 0.01535 loss_rpn_cls: 0.0004536 loss_rpn_loc: 0.0009882 loss_D_img_s: 0.7109 loss_cls_pseudo: 0.01807 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001496 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6699 time: 1.0261 last_time: 1.4821 data_time: 0.0076 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 02:06:50] d2.utils.events INFO: eta: 1:46:05 iter: 75099 total_loss: 1.428 loss_cls: 0.003809 loss_box_reg: 0.01176 loss_rpn_cls: 0.0004032 loss_rpn_loc: 0.0008802 loss_D_img_s: 0.6939 loss_cls_pseudo: 0.01672 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003686 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 1.0262 last_time: 1.3397 data_time: 0.0075 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 02:07:16] d2.utils.events INFO: eta: 1:45:40 iter: 75119 total_loss: 1.433 loss_cls: 0.004608 loss_box_reg: 0.01527 loss_rpn_cls: 0.0003891 loss_rpn_loc: 0.001012 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.02316 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003039 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 1.0263 last_time: 1.3446 data_time: 0.0075 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/24 02:07:44] d2.utils.events INFO: eta: 1:45:21 iter: 75139 total_loss: 1.425 loss_cls: 0.003292 loss_box_reg: 0.01352 loss_rpn_cls: 0.0005688 loss_rpn_loc: 0.001137 loss_D_img_s: 0.6755 loss_cls_pseudo: 0.01444 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001391 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7093 time: 1.0264 last_time: 1.4884 data_time: 0.0076 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 02:08:09] d2.utils.events INFO: eta: 1:44:55 iter: 75159 total_loss: 1.428 loss_cls: 0.003514 loss_box_reg: 0.01145 loss_rpn_cls: 0.0002962 loss_rpn_loc: 0.0009433 loss_D_img_s: 0.6997 loss_cls_pseudo: 0.01878 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002669 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6858 time: 1.0264 last_time: 1.1399 data_time: 0.0074 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 02:08:34] d2.utils.events INFO: eta: 1:44:27 iter: 75179 total_loss: 1.423 loss_cls: 0.003043 loss_box_reg: 0.01134 loss_rpn_cls: 0.0002229 loss_rpn_loc: 0.0007648 loss_D_img_s: 0.6964 loss_cls_pseudo: 0.0207 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002575 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6817 time: 1.0265 last_time: 1.4323 data_time: 0.0082 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 02:09:00] d2.utils.events INFO: eta: 1:44:02 iter: 75199 total_loss: 1.43 loss_cls: 0.005788 loss_box_reg: 0.01368 loss_rpn_cls: 0.0002354 loss_rpn_loc: 0.001033 loss_D_img_s: 0.7013 loss_cls_pseudo: 0.02342 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003955 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6843 time: 1.0266 last_time: 1.4812 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 02:09:26] d2.utils.events INFO: eta: 1:43:37 iter: 75219 total_loss: 1.425 loss_cls: 0.003818 loss_box_reg: 0.01436 loss_rpn_cls: 0.000428 loss_rpn_loc: 0.0008322 loss_D_img_s: 0.691 loss_cls_pseudo: 0.01258 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001825 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 1.0266 last_time: 1.1655 data_time: 0.0087 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:09:52] d2.utils.events INFO: eta: 1:43:13 iter: 75239 total_loss: 1.436 loss_cls: 0.00307 loss_box_reg: 0.0115 loss_rpn_cls: 0.0004256 loss_rpn_loc: 0.00105 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.02035 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002419 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7006 time: 1.0267 last_time: 1.2900 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 02:10:18] d2.utils.events INFO: eta: 1:42:53 iter: 75259 total_loss: 1.43 loss_cls: 0.004266 loss_box_reg: 0.0142 loss_rpn_cls: 0.0003137 loss_rpn_loc: 0.0009456 loss_D_img_s: 0.6898 loss_cls_pseudo: 0.01577 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001988 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6954 time: 1.0268 last_time: 1.1479 data_time: 0.0082 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 02:10:44] d2.utils.events INFO: eta: 1:42:27 iter: 75279 total_loss: 1.435 loss_cls: 0.004069 loss_box_reg: 0.01508 loss_rpn_cls: 0.0006833 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.02054 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002854 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 1.0268 last_time: 1.4967 data_time: 0.0079 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 02:11:08] d2.utils.events INFO: eta: 1:41:55 iter: 75299 total_loss: 1.431 loss_cls: 0.00347 loss_box_reg: 0.01198 loss_rpn_cls: 0.0003066 loss_rpn_loc: 0.0007976 loss_D_img_s: 0.6894 loss_cls_pseudo: 0.01216 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001443 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6961 time: 1.0269 last_time: 1.2783 data_time: 0.0085 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/24 02:11:33] d2.utils.events INFO: eta: 1:41:20 iter: 75319 total_loss: 1.433 loss_cls: 0.005834 loss_box_reg: 0.01287 loss_rpn_cls: 0.0003878 loss_rpn_loc: 0.001084 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01886 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002628 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6996 time: 1.0269 last_time: 1.3212 data_time: 0.0092 last_data_time: 0.0138 lr: 0.01 max_mem: 12687M [03/24 02:11:58] d2.utils.events INFO: eta: 1:40:56 iter: 75339 total_loss: 1.43 loss_cls: 0.004111 loss_box_reg: 0.01445 loss_rpn_cls: 0.0004644 loss_rpn_loc: 0.001472 loss_D_img_s: 0.6793 loss_cls_pseudo: 0.0181 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001695 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7023 time: 1.0270 last_time: 1.1848 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:12:24] d2.utils.events INFO: eta: 1:40:33 iter: 75359 total_loss: 1.445 loss_cls: 0.004553 loss_box_reg: 0.01182 loss_rpn_cls: 0.0004474 loss_rpn_loc: 0.001167 loss_D_img_s: 0.6782 loss_cls_pseudo: 0.03083 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00696 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7036 time: 1.0271 last_time: 1.1667 data_time: 0.0086 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 02:12:49] d2.utils.events INFO: eta: 1:40:03 iter: 75379 total_loss: 1.432 loss_cls: 0.003767 loss_box_reg: 0.01412 loss_rpn_cls: 0.0004906 loss_rpn_loc: 0.001139 loss_D_img_s: 0.6782 loss_cls_pseudo: 0.02015 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003033 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 1.0271 last_time: 1.2885 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 02:13:16] d2.utils.events INFO: eta: 1:39:40 iter: 75399 total_loss: 1.426 loss_cls: 0.00506 loss_box_reg: 0.01366 loss_rpn_cls: 0.0008226 loss_rpn_loc: 0.001068 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.0154 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00207 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6811 time: 1.0272 last_time: 1.5240 data_time: 0.0075 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 02:13:42] d2.utils.events INFO: eta: 1:39:15 iter: 75419 total_loss: 1.428 loss_cls: 0.003665 loss_box_reg: 0.01205 loss_rpn_cls: 0.0004946 loss_rpn_loc: 0.0009854 loss_D_img_s: 0.7319 loss_cls_pseudo: 0.02489 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002249 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6445 time: 1.0273 last_time: 1.1669 data_time: 0.0076 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:14:09] d2.utils.events INFO: eta: 1:39:00 iter: 75439 total_loss: 1.457 loss_cls: 0.004878 loss_box_reg: 0.01308 loss_rpn_cls: 0.0004641 loss_rpn_loc: 0.001111 loss_D_img_s: 0.7567 loss_cls_pseudo: 0.02468 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002475 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6522 time: 1.0274 last_time: 1.1543 data_time: 0.0084 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 02:14:34] d2.utils.events INFO: eta: 1:38:34 iter: 75459 total_loss: 1.426 loss_cls: 0.005047 loss_box_reg: 0.01391 loss_rpn_cls: 0.0004286 loss_rpn_loc: 0.001149 loss_D_img_s: 0.6569 loss_cls_pseudo: 0.01895 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002563 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7202 time: 1.0274 last_time: 1.5205 data_time: 0.0087 last_data_time: 0.0117 lr: 0.01 max_mem: 12687M [03/24 02:15:01] d2.utils.events INFO: eta: 1:38:09 iter: 75479 total_loss: 1.426 loss_cls: 0.004506 loss_box_reg: 0.01302 loss_rpn_cls: 0.0005774 loss_rpn_loc: 0.001165 loss_D_img_s: 0.6571 loss_cls_pseudo: 0.01354 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001639 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7286 time: 1.0275 last_time: 1.1447 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 02:15:26] d2.utils.events INFO: eta: 1:37:49 iter: 75499 total_loss: 1.447 loss_cls: 0.004426 loss_box_reg: 0.01633 loss_rpn_cls: 0.0005238 loss_rpn_loc: 0.0009772 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.02408 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005403 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 1.0276 last_time: 1.1967 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 02:15:52] d2.utils.events INFO: eta: 1:37:29 iter: 75519 total_loss: 1.431 loss_cls: 0.004946 loss_box_reg: 0.01408 loss_rpn_cls: 0.0004476 loss_rpn_loc: 0.0009776 loss_D_img_s: 0.6968 loss_cls_pseudo: 0.01837 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001966 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 1.0277 last_time: 1.1736 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:16:20] d2.utils.events INFO: eta: 1:37:09 iter: 75539 total_loss: 1.442 loss_cls: 0.005357 loss_box_reg: 0.0141 loss_rpn_cls: 0.000542 loss_rpn_loc: 0.001013 loss_D_img_s: 0.6965 loss_cls_pseudo: 0.02914 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005158 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6906 time: 1.0278 last_time: 1.4854 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:16:46] d2.utils.events INFO: eta: 1:36:35 iter: 75559 total_loss: 1.435 loss_cls: 0.004924 loss_box_reg: 0.0134 loss_rpn_cls: 0.0004589 loss_rpn_loc: 0.0006561 loss_D_img_s: 0.6987 loss_cls_pseudo: 0.01508 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001966 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 1.0278 last_time: 1.3642 data_time: 0.0071 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 02:17:12] d2.utils.events INFO: eta: 1:36:09 iter: 75579 total_loss: 1.439 loss_cls: 0.005086 loss_box_reg: 0.01585 loss_rpn_cls: 0.0008361 loss_rpn_loc: 0.001181 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.01732 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00294 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6796 time: 1.0279 last_time: 1.3858 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 02:17:38] d2.utils.events INFO: eta: 1:35:46 iter: 75599 total_loss: 1.441 loss_cls: 0.002876 loss_box_reg: 0.01214 loss_rpn_cls: 0.0002972 loss_rpn_loc: 0.0008653 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.01335 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001856 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 1.0280 last_time: 1.4367 data_time: 0.0074 last_data_time: 0.0062 lr: 0.01 max_mem: 12687M [03/24 02:18:04] d2.utils.events INFO: eta: 1:35:21 iter: 75619 total_loss: 1.425 loss_cls: 0.003087 loss_box_reg: 0.01076 loss_rpn_cls: 0.0004041 loss_rpn_loc: 0.001079 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.01787 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002346 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6884 time: 1.0280 last_time: 1.1087 data_time: 0.0074 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 02:18:30] d2.utils.events INFO: eta: 1:34:55 iter: 75639 total_loss: 1.432 loss_cls: 0.005005 loss_box_reg: 0.01613 loss_rpn_cls: 0.0006746 loss_rpn_loc: 0.001073 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.02148 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003605 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6946 time: 1.0281 last_time: 1.4028 data_time: 0.0075 last_data_time: 0.0058 lr: 0.01 max_mem: 12687M [03/24 02:18:57] d2.utils.events INFO: eta: 1:34:28 iter: 75659 total_loss: 1.416 loss_cls: 0.003792 loss_box_reg: 0.01372 loss_rpn_cls: 0.0006622 loss_rpn_loc: 0.0007569 loss_D_img_s: 0.6607 loss_cls_pseudo: 0.02379 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004709 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7003 time: 1.0282 last_time: 1.2062 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:19:23] d2.utils.events INFO: eta: 1:34:04 iter: 75679 total_loss: 1.442 loss_cls: 0.003535 loss_box_reg: 0.01144 loss_rpn_cls: 0.000464 loss_rpn_loc: 0.0009226 loss_D_img_s: 0.6706 loss_cls_pseudo: 0.02326 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003363 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7072 time: 1.0283 last_time: 1.5133 data_time: 0.0075 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 02:19:49] d2.utils.events INFO: eta: 1:33:39 iter: 75699 total_loss: 1.433 loss_cls: 0.003289 loss_box_reg: 0.01232 loss_rpn_cls: 0.0002563 loss_rpn_loc: 0.0009722 loss_D_img_s: 0.7058 loss_cls_pseudo: 0.02024 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006976 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6825 time: 1.0283 last_time: 1.2931 data_time: 0.0095 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 02:20:14] d2.utils.events INFO: eta: 1:33:11 iter: 75719 total_loss: 1.436 loss_cls: 0.004909 loss_box_reg: 0.01629 loss_rpn_cls: 0.0004573 loss_rpn_loc: 0.001251 loss_D_img_s: 0.7113 loss_cls_pseudo: 0.01762 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00287 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6751 time: 1.0284 last_time: 1.2896 data_time: 0.0079 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/24 02:20:40] d2.utils.events INFO: eta: 1:32:47 iter: 75739 total_loss: 1.432 loss_cls: 0.00317 loss_box_reg: 0.01392 loss_rpn_cls: 0.0003005 loss_rpn_loc: 0.000875 loss_D_img_s: 0.7005 loss_cls_pseudo: 0.01887 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002444 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6856 time: 1.0285 last_time: 1.1320 data_time: 0.0090 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 02:21:06] d2.utils.events INFO: eta: 1:32:22 iter: 75759 total_loss: 1.419 loss_cls: 0.004074 loss_box_reg: 0.01369 loss_rpn_cls: 0.0005093 loss_rpn_loc: 0.0009719 loss_D_img_s: 0.6947 loss_cls_pseudo: 0.01357 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002092 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 1.0285 last_time: 1.1621 data_time: 0.0081 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 02:21:31] d2.utils.events INFO: eta: 1:31:55 iter: 75779 total_loss: 1.425 loss_cls: 0.002824 loss_box_reg: 0.01142 loss_rpn_cls: 0.0003365 loss_rpn_loc: 0.001034 loss_D_img_s: 0.7029 loss_cls_pseudo: 0.01718 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0024 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6777 time: 1.0286 last_time: 1.3169 data_time: 0.0086 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/24 02:21:57] d2.utils.events INFO: eta: 1:31:30 iter: 75799 total_loss: 1.44 loss_cls: 0.002803 loss_box_reg: 0.01547 loss_rpn_cls: 0.0005329 loss_rpn_loc: 0.001112 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.02269 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001528 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6876 time: 1.0287 last_time: 1.2845 data_time: 0.0083 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 02:22:24] d2.utils.events INFO: eta: 1:31:07 iter: 75819 total_loss: 1.43 loss_cls: 0.003194 loss_box_reg: 0.01193 loss_rpn_cls: 0.0006149 loss_rpn_loc: 0.001004 loss_D_img_s: 0.6816 loss_cls_pseudo: 0.02333 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00226 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7008 time: 1.0288 last_time: 1.3178 data_time: 0.0088 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 02:22:49] d2.utils.events INFO: eta: 1:30:42 iter: 75839 total_loss: 1.428 loss_cls: 0.005285 loss_box_reg: 0.01365 loss_rpn_cls: 0.0006947 loss_rpn_loc: 0.001255 loss_D_img_s: 0.667 loss_cls_pseudo: 0.02035 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002371 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7161 time: 1.0288 last_time: 1.4969 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 02:23:15] d2.utils.events INFO: eta: 1:30:15 iter: 75859 total_loss: 1.433 loss_cls: 0.004241 loss_box_reg: 0.01223 loss_rpn_cls: 0.0006304 loss_rpn_loc: 0.001059 loss_D_img_s: 0.6705 loss_cls_pseudo: 0.01819 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004654 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7112 time: 1.0289 last_time: 1.1319 data_time: 0.0073 last_data_time: 0.0089 lr: 0.01 max_mem: 12687M [03/24 02:23:40] d2.utils.events INFO: eta: 1:29:45 iter: 75879 total_loss: 1.424 loss_cls: 0.002862 loss_box_reg: 0.01166 loss_rpn_cls: 0.000312 loss_rpn_loc: 0.0009481 loss_D_img_s: 0.7073 loss_cls_pseudo: 0.02027 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002185 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6744 time: 1.0290 last_time: 1.3320 data_time: 0.0078 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 02:24:07] d2.utils.events INFO: eta: 1:29:19 iter: 75899 total_loss: 1.438 loss_cls: 0.003704 loss_box_reg: 0.009799 loss_rpn_cls: 0.0006204 loss_rpn_loc: 0.001266 loss_D_img_s: 0.7165 loss_cls_pseudo: 0.0166 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003495 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6761 time: 1.0290 last_time: 1.3389 data_time: 0.0083 last_data_time: 0.0135 lr: 0.01 max_mem: 12687M [03/24 02:24:31] d2.utils.events INFO: eta: 1:28:50 iter: 75919 total_loss: 1.445 loss_cls: 0.006368 loss_box_reg: 0.01625 loss_rpn_cls: 0.0007873 loss_rpn_loc: 0.0009588 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01992 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002021 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7039 time: 1.0291 last_time: 1.3183 data_time: 0.0077 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 02:24:57] d2.utils.events INFO: eta: 1:28:23 iter: 75939 total_loss: 1.433 loss_cls: 0.003937 loss_box_reg: 0.01213 loss_rpn_cls: 0.0006366 loss_rpn_loc: 0.0009449 loss_D_img_s: 0.6655 loss_cls_pseudo: 0.01802 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002782 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.723 time: 1.0291 last_time: 1.2757 data_time: 0.0074 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 02:25:22] d2.utils.events INFO: eta: 1:27:47 iter: 75959 total_loss: 1.444 loss_cls: 0.004453 loss_box_reg: 0.01205 loss_rpn_cls: 0.0001471 loss_rpn_loc: 0.0009489 loss_D_img_s: 0.6747 loss_cls_pseudo: 0.02044 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004732 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7146 time: 1.0292 last_time: 1.1626 data_time: 0.0077 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:25:48] d2.utils.events INFO: eta: 1:27:30 iter: 75979 total_loss: 1.437 loss_cls: 0.00406 loss_box_reg: 0.0148 loss_rpn_cls: 0.0004748 loss_rpn_loc: 0.001411 loss_D_img_s: 0.6956 loss_cls_pseudo: 0.02576 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002243 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 1.0293 last_time: 1.2936 data_time: 0.0084 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 02:26:13] d2.data.common INFO: Serializing the dataset using: [03/24 02:26:13] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 02:26:13] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 02:26:13] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 02:26:13] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 02:26:15] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0046 s/iter. Inference: 0.1080 s/iter. Eval: 0.0002 s/iter. Total: 0.1129 s/iter. ETA=0:00:45 [03/24 02:26:20] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0037 s/iter. Inference: 0.1111 s/iter. Eval: 0.0003 s/iter. Total: 0.1152 s/iter. ETA=0:00:40 [03/24 02:26:25] d2.evaluation.evaluator INFO: Inference done 103/410. Dataloading: 0.0031 s/iter. Inference: 0.1070 s/iter. Eval: 0.0003 s/iter. Total: 0.1104 s/iter. ETA=0:00:33 [03/24 02:26:30] d2.evaluation.evaluator INFO: Inference done 152/410. Dataloading: 0.0028 s/iter. Inference: 0.1044 s/iter. Eval: 0.0003 s/iter. Total: 0.1076 s/iter. ETA=0:00:27 [03/24 02:26:35] d2.evaluation.evaluator INFO: Inference done 197/410. Dataloading: 0.0027 s/iter. Inference: 0.1058 s/iter. Eval: 0.0003 s/iter. Total: 0.1088 s/iter. ETA=0:00:23 [03/24 02:26:40] d2.evaluation.evaluator INFO: Inference done 246/410. Dataloading: 0.0027 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1076 s/iter. ETA=0:00:17 [03/24 02:26:45] d2.evaluation.evaluator INFO: Inference done 293/410. Dataloading: 0.0026 s/iter. Inference: 0.1045 s/iter. Eval: 0.0003 s/iter. Total: 0.1076 s/iter. ETA=0:00:12 [03/24 02:26:51] d2.evaluation.evaluator INFO: Inference done 347/410. Dataloading: 0.0026 s/iter. Inference: 0.1025 s/iter. Eval: 0.0003 s/iter. Total: 0.1055 s/iter. ETA=0:00:06 [03/24 02:26:56] d2.evaluation.evaluator INFO: Inference done 401/410. Dataloading: 0.0027 s/iter. Inference: 0.1007 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:00 [03/24 02:26:56] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.996841 (0.103696 s / iter per device, on 1 devices) [03/24 02:26:56] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100414 s / iter per device, on 1 devices) [03/24 02:26:57] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 02:26:57] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 02:26:57] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 02:26:57] d2.evaluation.testing INFO: copypaste: 0.6734,3.1528,0.0785 [03/24 02:26:57] d2.data.common INFO: Serializing the dataset using: [03/24 02:26:57] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 02:26:57] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 02:26:57] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 02:26:57] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 02:27:01] d2.evaluation.evaluator INFO: Inference done 35/410. Dataloading: 0.0016 s/iter. Inference: 0.0952 s/iter. Eval: 0.0003 s/iter. Total: 0.0971 s/iter. ETA=0:00:36 [03/24 02:27:06] d2.evaluation.evaluator INFO: Inference done 83/410. Dataloading: 0.0024 s/iter. Inference: 0.1003 s/iter. Eval: 0.0003 s/iter. Total: 0.1031 s/iter. ETA=0:00:33 [03/24 02:27:11] d2.evaluation.evaluator INFO: Inference done 131/410. Dataloading: 0.0025 s/iter. Inference: 0.1007 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:28 [03/24 02:27:16] d2.evaluation.evaluator INFO: Inference done 180/410. Dataloading: 0.0026 s/iter. Inference: 0.1003 s/iter. Eval: 0.0003 s/iter. Total: 0.1033 s/iter. ETA=0:00:23 [03/24 02:27:21] d2.evaluation.evaluator INFO: Inference done 228/410. Dataloading: 0.0030 s/iter. Inference: 0.1001 s/iter. Eval: 0.0003 s/iter. Total: 0.1036 s/iter. ETA=0:00:18 [03/24 02:27:26] d2.evaluation.evaluator INFO: Inference done 281/410. Dataloading: 0.0029 s/iter. Inference: 0.0988 s/iter. Eval: 0.0003 s/iter. Total: 0.1021 s/iter. ETA=0:00:13 [03/24 02:27:31] d2.evaluation.evaluator INFO: Inference done 332/410. Dataloading: 0.0030 s/iter. Inference: 0.0986 s/iter. Eval: 0.0004 s/iter. Total: 0.1020 s/iter. ETA=0:00:07 [03/24 02:27:36] d2.evaluation.evaluator INFO: Inference done 382/410. Dataloading: 0.0029 s/iter. Inference: 0.0984 s/iter. Eval: 0.0003 s/iter. Total: 0.1017 s/iter. ETA=0:00:02 [03/24 02:27:39] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.071118 (0.101410 s / iter per device, on 1 devices) [03/24 02:27:39] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097870 s / iter per device, on 1 devices) [03/24 02:27:39] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 02:27:39] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 02:27:39] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 02:27:39] d2.evaluation.testing INFO: copypaste: 0.9390,5.4135,0.0020 [03/24 02:27:39] d2.utils.events INFO: eta: 1:27:02 iter: 75999 total_loss: 1.441 loss_cls: 0.003468 loss_box_reg: 0.01142 loss_rpn_cls: 0.0005441 loss_rpn_loc: 0.001072 loss_D_img_s: 0.7207 loss_cls_pseudo: 0.01494 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003006 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6617 time: 1.0293 last_time: 1.1475 data_time: 0.0076 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 02:28:05] d2.utils.events INFO: eta: 1:26:35 iter: 76019 total_loss: 1.444 loss_cls: 0.004553 loss_box_reg: 0.01144 loss_rpn_cls: 0.0004031 loss_rpn_loc: 0.001069 loss_D_img_s: 0.725 loss_cls_pseudo: 0.0171 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002336 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6681 time: 1.0294 last_time: 1.2843 data_time: 0.0083 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 02:28:31] d2.utils.events INFO: eta: 1:26:07 iter: 76039 total_loss: 1.43 loss_cls: 0.003801 loss_box_reg: 0.01197 loss_rpn_cls: 0.000292 loss_rpn_loc: 0.0009288 loss_D_img_s: 0.6787 loss_cls_pseudo: 0.01611 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7053 time: 1.0295 last_time: 1.4857 data_time: 0.0078 last_data_time: 0.0056 lr: 0.01 max_mem: 12687M [03/24 02:28:57] d2.utils.events INFO: eta: 1:25:43 iter: 76059 total_loss: 1.423 loss_cls: 0.0026 loss_box_reg: 0.00899 loss_rpn_cls: 0.0002956 loss_rpn_loc: 0.001188 loss_D_img_s: 0.6607 loss_cls_pseudo: 0.01555 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001708 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7206 time: 1.0296 last_time: 1.1947 data_time: 0.0079 last_data_time: 0.0127 lr: 0.01 max_mem: 12687M [03/24 02:29:23] d2.utils.events INFO: eta: 1:25:09 iter: 76079 total_loss: 1.433 loss_cls: 0.003385 loss_box_reg: 0.01278 loss_rpn_cls: 0.0005323 loss_rpn_loc: 0.001038 loss_D_img_s: 0.6671 loss_cls_pseudo: 0.0239 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00191 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7155 time: 1.0296 last_time: 1.1752 data_time: 0.0083 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 02:29:57] d2.utils.events INFO: eta: 1:25:04 iter: 76099 total_loss: 1.419 loss_cls: 0.004666 loss_box_reg: 0.01376 loss_rpn_cls: 0.0006191 loss_rpn_loc: 0.001457 loss_D_img_s: 0.6658 loss_cls_pseudo: 0.01484 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003407 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7038 time: 1.0298 last_time: 1.8231 data_time: 0.0076 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 02:30:26] d2.utils.events INFO: eta: 1:24:38 iter: 76119 total_loss: 1.442 loss_cls: 0.00576 loss_box_reg: 0.01664 loss_rpn_cls: 0.0008033 loss_rpn_loc: 0.0007785 loss_D_img_s: 0.6799 loss_cls_pseudo: 0.02564 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004763 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 1.0299 last_time: 1.3344 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 02:30:52] d2.utils.events INFO: eta: 1:24:04 iter: 76139 total_loss: 1.414 loss_cls: 0.004071 loss_box_reg: 0.01166 loss_rpn_cls: 0.0005236 loss_rpn_loc: 0.0008921 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003303 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 1.0300 last_time: 1.5148 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 02:31:18] d2.utils.events INFO: eta: 1:23:43 iter: 76159 total_loss: 1.432 loss_cls: 0.004051 loss_box_reg: 0.01173 loss_rpn_cls: 0.0004277 loss_rpn_loc: 0.00104 loss_D_img_s: 0.6988 loss_cls_pseudo: 0.0232 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002956 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6795 time: 1.0300 last_time: 1.3070 data_time: 0.0078 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 02:31:44] d2.utils.events INFO: eta: 1:23:20 iter: 76179 total_loss: 1.44 loss_cls: 0.00419 loss_box_reg: 0.01272 loss_rpn_cls: 0.0004283 loss_rpn_loc: 0.0007012 loss_D_img_s: 0.7087 loss_cls_pseudo: 0.02189 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004659 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6757 time: 1.0301 last_time: 1.3295 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 02:32:10] d2.utils.events INFO: eta: 1:22:57 iter: 76199 total_loss: 1.429 loss_cls: 0.003223 loss_box_reg: 0.01283 loss_rpn_cls: 0.0003907 loss_rpn_loc: 0.0009038 loss_D_img_s: 0.6953 loss_cls_pseudo: 0.01971 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002794 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 1.0302 last_time: 1.3378 data_time: 0.0082 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 02:32:35] d2.utils.events INFO: eta: 1:22:20 iter: 76219 total_loss: 1.417 loss_cls: 0.004445 loss_box_reg: 0.0124 loss_rpn_cls: 0.0008119 loss_rpn_loc: 0.001065 loss_D_img_s: 0.6841 loss_cls_pseudo: 0.01782 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001977 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6869 time: 1.0302 last_time: 1.5391 data_time: 0.0078 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 02:33:01] d2.utils.events INFO: eta: 1:21:58 iter: 76239 total_loss: 1.415 loss_cls: 0.003505 loss_box_reg: 0.01378 loss_rpn_cls: 0.0005294 loss_rpn_loc: 0.001239 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001676 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6842 time: 1.0303 last_time: 1.1893 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:33:27] d2.utils.events INFO: eta: 1:21:33 iter: 76259 total_loss: 1.442 loss_cls: 0.005239 loss_box_reg: 0.01771 loss_rpn_cls: 0.001013 loss_rpn_loc: 0.00121 loss_D_img_s: 0.7008 loss_cls_pseudo: 0.02173 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003392 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6873 time: 1.0304 last_time: 1.1776 data_time: 0.0075 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 02:33:53] d2.utils.events INFO: eta: 1:21:11 iter: 76279 total_loss: 1.434 loss_cls: 0.005886 loss_box_reg: 0.01376 loss_rpn_cls: 0.0007959 loss_rpn_loc: 0.0009997 loss_D_img_s: 0.7062 loss_cls_pseudo: 0.02346 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003457 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6785 time: 1.0305 last_time: 1.2340 data_time: 0.0085 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:34:18] d2.utils.events INFO: eta: 1:20:45 iter: 76299 total_loss: 1.425 loss_cls: 0.004961 loss_box_reg: 0.01592 loss_rpn_cls: 0.000625 loss_rpn_loc: 0.0009061 loss_D_img_s: 0.7035 loss_cls_pseudo: 0.01724 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003323 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6763 time: 1.0305 last_time: 1.1570 data_time: 0.0077 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 02:34:43] d2.utils.events INFO: eta: 1:20:17 iter: 76319 total_loss: 1.412 loss_cls: 0.002383 loss_box_reg: 0.01011 loss_rpn_cls: 0.0001496 loss_rpn_loc: 0.0008825 loss_D_img_s: 0.7162 loss_cls_pseudo: 0.01832 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00375 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6695 time: 1.0306 last_time: 1.2980 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 02:35:08] d2.utils.events INFO: eta: 1:19:54 iter: 76339 total_loss: 1.424 loss_cls: 0.004078 loss_box_reg: 0.01124 loss_rpn_cls: 0.0004904 loss_rpn_loc: 0.0007405 loss_D_img_s: 0.6767 loss_cls_pseudo: 0.01832 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002788 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7088 time: 1.0306 last_time: 1.3487 data_time: 0.0086 last_data_time: 0.0263 lr: 0.01 max_mem: 12687M [03/24 02:35:35] d2.utils.events INFO: eta: 1:19:25 iter: 76359 total_loss: 1.425 loss_cls: 0.003285 loss_box_reg: 0.01279 loss_rpn_cls: 0.0003612 loss_rpn_loc: 0.001125 loss_D_img_s: 0.6552 loss_cls_pseudo: 0.009179 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008843 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7322 time: 1.0307 last_time: 1.3171 data_time: 0.0080 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 02:36:00] d2.utils.events INFO: eta: 1:19:02 iter: 76379 total_loss: 1.434 loss_cls: 0.004906 loss_box_reg: 0.01136 loss_rpn_cls: 0.0003778 loss_rpn_loc: 0.0008504 loss_D_img_s: 0.6808 loss_cls_pseudo: 0.01518 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002122 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7119 time: 1.0308 last_time: 1.3341 data_time: 0.0080 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/24 02:36:26] d2.utils.events INFO: eta: 1:18:34 iter: 76399 total_loss: 1.441 loss_cls: 0.006054 loss_box_reg: 0.01182 loss_rpn_cls: 0.0004404 loss_rpn_loc: 0.0009444 loss_D_img_s: 0.7018 loss_cls_pseudo: 0.02325 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004879 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6871 time: 1.0308 last_time: 1.2170 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:36:53] d2.utils.events INFO: eta: 1:18:10 iter: 76419 total_loss: 1.418 loss_cls: 0.004452 loss_box_reg: 0.01129 loss_rpn_cls: 0.0004465 loss_rpn_loc: 0.001061 loss_D_img_s: 0.6992 loss_cls_pseudo: 0.009647 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6816 time: 1.0309 last_time: 1.5420 data_time: 0.0081 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 02:37:18] d2.utils.events INFO: eta: 1:17:44 iter: 76439 total_loss: 1.436 loss_cls: 0.004822 loss_box_reg: 0.01309 loss_rpn_cls: 0.0003229 loss_rpn_loc: 0.001016 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.01819 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002255 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.68 time: 1.0310 last_time: 1.4999 data_time: 0.0079 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 02:37:43] d2.utils.events INFO: eta: 1:17:14 iter: 76459 total_loss: 1.43 loss_cls: 0.003548 loss_box_reg: 0.01146 loss_rpn_cls: 0.0003412 loss_rpn_loc: 0.0007456 loss_D_img_s: 0.7044 loss_cls_pseudo: 0.02279 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004906 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6754 time: 1.0310 last_time: 1.1727 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 02:38:09] d2.utils.events INFO: eta: 1:16:45 iter: 76479 total_loss: 1.421 loss_cls: 0.002908 loss_box_reg: 0.01192 loss_rpn_cls: 0.0003832 loss_rpn_loc: 0.0009993 loss_D_img_s: 0.6837 loss_cls_pseudo: 0.01674 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 1.0311 last_time: 1.1531 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 02:38:35] d2.utils.events INFO: eta: 1:16:18 iter: 76499 total_loss: 1.426 loss_cls: 0.003819 loss_box_reg: 0.01259 loss_rpn_cls: 0.0004224 loss_rpn_loc: 0.001097 loss_D_img_s: 0.6768 loss_cls_pseudo: 0.01992 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002008 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.701 time: 1.0312 last_time: 1.3874 data_time: 0.0082 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 02:39:02] d2.utils.events INFO: eta: 1:15:52 iter: 76519 total_loss: 1.421 loss_cls: 0.003221 loss_box_reg: 0.01346 loss_rpn_cls: 0.0004831 loss_rpn_loc: 0.0009366 loss_D_img_s: 0.6857 loss_cls_pseudo: 0.01456 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001772 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6989 time: 1.0313 last_time: 1.1451 data_time: 0.0082 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 02:39:28] d2.utils.events INFO: eta: 1:15:21 iter: 76539 total_loss: 1.448 loss_cls: 0.005593 loss_box_reg: 0.01697 loss_rpn_cls: 0.001487 loss_rpn_loc: 0.001193 loss_D_img_s: 0.6922 loss_cls_pseudo: 0.0228 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004535 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 1.0313 last_time: 1.3120 data_time: 0.0074 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 02:39:56] d2.utils.events INFO: eta: 1:14:56 iter: 76559 total_loss: 1.425 loss_cls: 0.005654 loss_box_reg: 0.01562 loss_rpn_cls: 0.0008484 loss_rpn_loc: 0.001361 loss_D_img_s: 0.6985 loss_cls_pseudo: 0.01405 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001668 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 1.0314 last_time: 1.2240 data_time: 0.0086 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 02:40:21] d2.utils.events INFO: eta: 1:14:29 iter: 76579 total_loss: 1.428 loss_cls: 0.003057 loss_box_reg: 0.0141 loss_rpn_cls: 0.0003618 loss_rpn_loc: 0.001169 loss_D_img_s: 0.7158 loss_cls_pseudo: 0.01732 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002232 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6658 time: 1.0315 last_time: 1.1805 data_time: 0.0083 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 02:40:46] d2.utils.events INFO: eta: 1:14:01 iter: 76599 total_loss: 1.435 loss_cls: 0.003668 loss_box_reg: 0.01323 loss_rpn_cls: 0.0003251 loss_rpn_loc: 0.0008018 loss_D_img_s: 0.7196 loss_cls_pseudo: 0.01949 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003885 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.672 time: 1.0315 last_time: 1.3110 data_time: 0.0077 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 02:41:12] d2.utils.events INFO: eta: 1:13:37 iter: 76619 total_loss: 1.443 loss_cls: 0.005519 loss_box_reg: 0.0139 loss_rpn_cls: 0.0006539 loss_rpn_loc: 0.0009702 loss_D_img_s: 0.6938 loss_cls_pseudo: 0.02396 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005219 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6985 time: 1.0316 last_time: 1.3347 data_time: 0.0082 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 02:41:37] d2.utils.events INFO: eta: 1:13:10 iter: 76639 total_loss: 1.428 loss_cls: 0.003274 loss_box_reg: 0.01265 loss_rpn_cls: 0.0004395 loss_rpn_loc: 0.001042 loss_D_img_s: 0.6692 loss_cls_pseudo: 0.02191 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00386 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7099 time: 1.0317 last_time: 1.5195 data_time: 0.0089 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/24 02:42:03] d2.utils.events INFO: eta: 1:12:43 iter: 76659 total_loss: 1.429 loss_cls: 0.004118 loss_box_reg: 0.01249 loss_rpn_cls: 0.0004522 loss_rpn_loc: 0.001283 loss_D_img_s: 0.6499 loss_cls_pseudo: 0.02155 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00399 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7269 time: 1.0317 last_time: 1.2972 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 02:42:28] d2.utils.events INFO: eta: 1:12:15 iter: 76679 total_loss: 1.427 loss_cls: 0.003665 loss_box_reg: 0.01181 loss_rpn_cls: 0.0002114 loss_rpn_loc: 0.0007609 loss_D_img_s: 0.6501 loss_cls_pseudo: 0.01492 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7364 time: 1.0318 last_time: 1.1337 data_time: 0.0087 last_data_time: 0.0084 lr: 0.01 max_mem: 12687M [03/24 02:42:53] d2.utils.events INFO: eta: 1:11:41 iter: 76699 total_loss: 1.431 loss_cls: 0.004875 loss_box_reg: 0.01181 loss_rpn_cls: 0.0003906 loss_rpn_loc: 0.0009241 loss_D_img_s: 0.6769 loss_cls_pseudo: 0.01149 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002555 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7056 time: 1.0319 last_time: 1.1607 data_time: 0.0082 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 02:43:19] d2.utils.events INFO: eta: 1:11:23 iter: 76719 total_loss: 1.426 loss_cls: 0.003298 loss_box_reg: 0.01333 loss_rpn_cls: 0.0003867 loss_rpn_loc: 0.00103 loss_D_img_s: 0.6981 loss_cls_pseudo: 0.01244 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001785 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 1.0319 last_time: 1.1803 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:43:44] d2.utils.events INFO: eta: 1:10:52 iter: 76739 total_loss: 1.429 loss_cls: 0.003025 loss_box_reg: 0.01061 loss_rpn_cls: 0.0004282 loss_rpn_loc: 0.0009263 loss_D_img_s: 0.7098 loss_cls_pseudo: 0.02105 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001653 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6741 time: 1.0320 last_time: 1.1636 data_time: 0.0087 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 02:44:10] d2.utils.events INFO: eta: 1:10:28 iter: 76759 total_loss: 1.431 loss_cls: 0.003716 loss_box_reg: 0.01461 loss_rpn_cls: 0.0003189 loss_rpn_loc: 0.0006227 loss_D_img_s: 0.7331 loss_cls_pseudo: 0.02006 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002306 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6536 time: 1.0320 last_time: 1.2548 data_time: 0.0092 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:44:36] d2.utils.events INFO: eta: 1:10:06 iter: 76779 total_loss: 1.447 loss_cls: 0.004866 loss_box_reg: 0.01419 loss_rpn_cls: 0.0004977 loss_rpn_loc: 0.001142 loss_D_img_s: 0.7168 loss_cls_pseudo: 0.01495 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002175 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6767 time: 1.0321 last_time: 1.3652 data_time: 0.0084 last_data_time: 0.0092 lr: 0.01 max_mem: 12687M [03/24 02:45:01] d2.utils.events INFO: eta: 1:09:40 iter: 76799 total_loss: 1.441 loss_cls: 0.003212 loss_box_reg: 0.01258 loss_rpn_cls: 0.00038 loss_rpn_loc: 0.0007606 loss_D_img_s: 0.6864 loss_cls_pseudo: 0.02311 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0042 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6998 time: 1.0322 last_time: 1.1693 data_time: 0.0096 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 02:45:28] d2.utils.events INFO: eta: 1:09:14 iter: 76819 total_loss: 1.441 loss_cls: 0.004792 loss_box_reg: 0.01312 loss_rpn_cls: 0.0005486 loss_rpn_loc: 0.001231 loss_D_img_s: 0.6752 loss_cls_pseudo: 0.0261 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001949 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7052 time: 1.0323 last_time: 1.3157 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 02:45:53] d2.utils.events INFO: eta: 1:08:42 iter: 76839 total_loss: 1.426 loss_cls: 0.004673 loss_box_reg: 0.01465 loss_rpn_cls: 0.0002691 loss_rpn_loc: 0.0008363 loss_D_img_s: 0.6759 loss_cls_pseudo: 0.0133 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002449 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7071 time: 1.0323 last_time: 1.3273 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 02:46:18] d2.utils.events INFO: eta: 1:08:21 iter: 76859 total_loss: 1.426 loss_cls: 0.004381 loss_box_reg: 0.01522 loss_rpn_cls: 0.0005762 loss_rpn_loc: 0.0008585 loss_D_img_s: 0.6843 loss_cls_pseudo: 0.01174 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001301 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7041 time: 1.0324 last_time: 1.0997 data_time: 0.0077 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 02:46:45] d2.utils.events INFO: eta: 1:07:56 iter: 76879 total_loss: 1.425 loss_cls: 0.00388 loss_box_reg: 0.01319 loss_rpn_cls: 0.0005137 loss_rpn_loc: 0.000822 loss_D_img_s: 0.7042 loss_cls_pseudo: 0.01065 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001666 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.686 time: 1.0324 last_time: 1.1517 data_time: 0.0083 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 02:47:11] d2.utils.events INFO: eta: 1:07:31 iter: 76899 total_loss: 1.422 loss_cls: 0.003625 loss_box_reg: 0.01311 loss_rpn_cls: 0.0003975 loss_rpn_loc: 0.0008836 loss_D_img_s: 0.7034 loss_cls_pseudo: 0.00894 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001286 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6836 time: 1.0325 last_time: 1.3422 data_time: 0.0080 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 02:47:37] d2.utils.events INFO: eta: 1:07:08 iter: 76919 total_loss: 1.439 loss_cls: 0.005475 loss_box_reg: 0.01393 loss_rpn_cls: 0.0007261 loss_rpn_loc: 0.001143 loss_D_img_s: 0.7021 loss_cls_pseudo: 0.01577 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001865 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6879 time: 1.0326 last_time: 1.2978 data_time: 0.0083 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/24 02:48:03] d2.utils.events INFO: eta: 1:06:41 iter: 76939 total_loss: 1.435 loss_cls: 0.00481 loss_box_reg: 0.01247 loss_rpn_cls: 0.0005208 loss_rpn_loc: 0.0007709 loss_D_img_s: 0.6923 loss_cls_pseudo: 0.01467 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002382 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.693 time: 1.0327 last_time: 1.4113 data_time: 0.0079 last_data_time: 0.0086 lr: 0.01 max_mem: 12687M [03/24 02:48:28] d2.utils.events INFO: eta: 1:06:13 iter: 76959 total_loss: 1.437 loss_cls: 0.00498 loss_box_reg: 0.01127 loss_rpn_cls: 0.0004866 loss_rpn_loc: 0.0009739 loss_D_img_s: 0.6725 loss_cls_pseudo: 0.01964 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005162 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7107 time: 1.0327 last_time: 1.1710 data_time: 0.0078 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:48:53] d2.utils.events INFO: eta: 1:05:45 iter: 76979 total_loss: 1.416 loss_cls: 0.003204 loss_box_reg: 0.0113 loss_rpn_cls: 0.0002978 loss_rpn_loc: 0.0009908 loss_D_img_s: 0.6663 loss_cls_pseudo: 0.01818 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002714 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7073 time: 1.0328 last_time: 1.1203 data_time: 0.0067 last_data_time: 0.0056 lr: 0.01 max_mem: 12687M [03/24 02:49:18] d2.data.common INFO: Serializing the dataset using: [03/24 02:49:18] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 02:49:18] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 02:49:18] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 02:49:18] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 02:49:19] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0030 s/iter. Inference: 0.1055 s/iter. Eval: 0.0007 s/iter. Total: 0.1092 s/iter. ETA=0:00:43 [03/24 02:49:25] d2.evaluation.evaluator INFO: Inference done 56/410. Dataloading: 0.0033 s/iter. Inference: 0.1081 s/iter. Eval: 0.0003 s/iter. Total: 0.1119 s/iter. ETA=0:00:39 [03/24 02:49:30] d2.evaluation.evaluator INFO: Inference done 106/410. Dataloading: 0.0039 s/iter. Inference: 0.1021 s/iter. Eval: 0.0003 s/iter. Total: 0.1063 s/iter. ETA=0:00:32 [03/24 02:49:35] d2.evaluation.evaluator INFO: Inference done 157/410. Dataloading: 0.0044 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1041 s/iter. ETA=0:00:26 [03/24 02:49:40] d2.evaluation.evaluator INFO: Inference done 205/410. Dataloading: 0.0044 s/iter. Inference: 0.0997 s/iter. Eval: 0.0003 s/iter. Total: 0.1045 s/iter. ETA=0:00:21 [03/24 02:49:45] d2.evaluation.evaluator INFO: Inference done 253/410. Dataloading: 0.0041 s/iter. Inference: 0.1000 s/iter. Eval: 0.0003 s/iter. Total: 0.1045 s/iter. ETA=0:00:16 [03/24 02:49:50] d2.evaluation.evaluator INFO: Inference done 302/410. Dataloading: 0.0042 s/iter. Inference: 0.0996 s/iter. Eval: 0.0003 s/iter. Total: 0.1042 s/iter. ETA=0:00:11 [03/24 02:49:55] d2.evaluation.evaluator INFO: Inference done 352/410. Dataloading: 0.0042 s/iter. Inference: 0.0991 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:06 [03/24 02:50:00] d2.evaluation.evaluator INFO: Inference done 401/410. Dataloading: 0.0040 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:00 [03/24 02:50:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.954090 (0.103590 s / iter per device, on 1 devices) [03/24 02:50:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.098996 s / iter per device, on 1 devices) [03/24 02:50:01] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 02:50:01] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 02:50:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 02:50:01] d2.evaluation.testing INFO: copypaste: 0.6956,2.6962,0.2180 [03/24 02:50:01] d2.data.common INFO: Serializing the dataset using: [03/24 02:50:01] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 02:50:01] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 02:50:01] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 02:50:01] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 02:50:05] d2.evaluation.evaluator INFO: Inference done 31/410. Dataloading: 0.0081 s/iter. Inference: 0.0928 s/iter. Eval: 0.0002 s/iter. Total: 0.1012 s/iter. ETA=0:00:38 [03/24 02:50:10] d2.evaluation.evaluator INFO: Inference done 78/410. Dataloading: 0.0049 s/iter. Inference: 0.0993 s/iter. Eval: 0.0004 s/iter. Total: 0.1047 s/iter. ETA=0:00:34 [03/24 02:50:15] d2.evaluation.evaluator INFO: Inference done 123/410. Dataloading: 0.0043 s/iter. Inference: 0.1026 s/iter. Eval: 0.0004 s/iter. Total: 0.1073 s/iter. ETA=0:00:30 [03/24 02:50:20] d2.evaluation.evaluator INFO: Inference done 170/410. Dataloading: 0.0040 s/iter. Inference: 0.1027 s/iter. Eval: 0.0003 s/iter. Total: 0.1071 s/iter. ETA=0:00:25 [03/24 02:50:25] d2.evaluation.evaluator INFO: Inference done 220/410. Dataloading: 0.0035 s/iter. Inference: 0.1019 s/iter. Eval: 0.0003 s/iter. Total: 0.1058 s/iter. ETA=0:00:20 [03/24 02:50:30] d2.evaluation.evaluator INFO: Inference done 266/410. Dataloading: 0.0036 s/iter. Inference: 0.1026 s/iter. Eval: 0.0003 s/iter. Total: 0.1066 s/iter. ETA=0:00:15 [03/24 02:50:35] d2.evaluation.evaluator INFO: Inference done 317/410. Dataloading: 0.0035 s/iter. Inference: 0.1017 s/iter. Eval: 0.0003 s/iter. Total: 0.1056 s/iter. ETA=0:00:09 [03/24 02:50:40] d2.evaluation.evaluator INFO: Inference done 367/410. Dataloading: 0.0033 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1049 s/iter. ETA=0:00:04 [03/24 02:50:45] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.813286 (0.105712 s / iter per device, on 1 devices) [03/24 02:50:45] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.101624 s / iter per device, on 1 devices) [03/24 02:50:45] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 02:50:45] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 02:50:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 02:50:45] d2.evaluation.testing INFO: copypaste: 0.9158,5.7858,0.0624 [03/24 02:50:45] d2.utils.events INFO: eta: 1:05:17 iter: 76999 total_loss: 1.438 loss_cls: 0.004283 loss_box_reg: 0.01165 loss_rpn_cls: 0.0006056 loss_rpn_loc: 0.001084 loss_D_img_s: 0.6864 loss_cls_pseudo: 0.03477 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006207 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6778 time: 1.0328 last_time: 1.1562 data_time: 0.0082 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 02:51:10] d2.utils.events INFO: eta: 1:04:50 iter: 77019 total_loss: 1.413 loss_cls: 0.003646 loss_box_reg: 0.01336 loss_rpn_cls: 0.0008363 loss_rpn_loc: 0.0009235 loss_D_img_s: 0.6905 loss_cls_pseudo: 0.02054 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00549 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6539 time: 1.0329 last_time: 1.3713 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:51:35] d2.utils.events INFO: eta: 1:04:24 iter: 77039 total_loss: 1.41 loss_cls: 0.003921 loss_box_reg: 0.0144 loss_rpn_cls: 0.0004538 loss_rpn_loc: 0.001217 loss_D_img_s: 0.6873 loss_cls_pseudo: 0.01604 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001441 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6667 time: 1.0329 last_time: 1.3258 data_time: 0.0081 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 02:52:01] d2.utils.events INFO: eta: 1:03:59 iter: 77059 total_loss: 1.419 loss_cls: 0.003677 loss_box_reg: 0.01588 loss_rpn_cls: 0.0007794 loss_rpn_loc: 0.001316 loss_D_img_s: 0.7063 loss_cls_pseudo: 0.01679 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007395 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6598 time: 1.0330 last_time: 1.1385 data_time: 0.0094 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 02:52:26] d2.utils.events INFO: eta: 1:03:32 iter: 77079 total_loss: 1.442 loss_cls: 0.003528 loss_box_reg: 0.01428 loss_rpn_cls: 0.0004364 loss_rpn_loc: 0.000819 loss_D_img_s: 0.7066 loss_cls_pseudo: 0.01388 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001576 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 1.0331 last_time: 1.1444 data_time: 0.0084 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 02:52:52] d2.utils.events INFO: eta: 1:02:57 iter: 77099 total_loss: 1.44 loss_cls: 0.007029 loss_box_reg: 0.01499 loss_rpn_cls: 0.0009118 loss_rpn_loc: 0.001006 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.02282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003318 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6741 time: 1.0331 last_time: 1.4639 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 02:53:17] d2.utils.events INFO: eta: 1:02:29 iter: 77119 total_loss: 1.426 loss_cls: 0.004135 loss_box_reg: 0.01361 loss_rpn_cls: 0.0007445 loss_rpn_loc: 0.0009087 loss_D_img_s: 0.7026 loss_cls_pseudo: 0.01327 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6826 time: 1.0332 last_time: 1.1541 data_time: 0.0072 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 02:53:43] d2.utils.events INFO: eta: 1:02:02 iter: 77139 total_loss: 1.439 loss_cls: 0.003864 loss_box_reg: 0.01262 loss_rpn_cls: 0.0006507 loss_rpn_loc: 0.0009015 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01762 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002291 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6912 time: 1.0333 last_time: 1.1275 data_time: 0.0079 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 02:54:09] d2.utils.events INFO: eta: 1:01:36 iter: 77159 total_loss: 1.437 loss_cls: 0.003826 loss_box_reg: 0.01342 loss_rpn_cls: 0.0004578 loss_rpn_loc: 0.0009812 loss_D_img_s: 0.6904 loss_cls_pseudo: 0.02213 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006669 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6967 time: 1.0333 last_time: 1.1306 data_time: 0.0082 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 02:54:34] d2.utils.events INFO: eta: 1:01:07 iter: 77179 total_loss: 1.423 loss_cls: 0.002177 loss_box_reg: 0.01028 loss_rpn_cls: 0.0003913 loss_rpn_loc: 0.0008068 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01598 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6838 time: 1.0334 last_time: 1.3444 data_time: 0.0075 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 02:54:59] d2.utils.events INFO: eta: 1:00:37 iter: 77199 total_loss: 1.425 loss_cls: 0.003998 loss_box_reg: 0.009995 loss_rpn_cls: 0.0003834 loss_rpn_loc: 0.0009135 loss_D_img_s: 0.6928 loss_cls_pseudo: 0.021 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003354 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 1.0334 last_time: 1.3266 data_time: 0.0083 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/24 02:55:25] d2.utils.events INFO: eta: 1:00:14 iter: 77219 total_loss: 1.439 loss_cls: 0.004738 loss_box_reg: 0.01357 loss_rpn_cls: 0.0005675 loss_rpn_loc: 0.001343 loss_D_img_s: 0.6783 loss_cls_pseudo: 0.02877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004424 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7078 time: 1.0335 last_time: 1.3126 data_time: 0.0082 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 02:55:50] d2.utils.events INFO: eta: 0:59:47 iter: 77239 total_loss: 1.438 loss_cls: 0.004061 loss_box_reg: 0.01297 loss_rpn_cls: 0.0009031 loss_rpn_loc: 0.001012 loss_D_img_s: 0.6646 loss_cls_pseudo: 0.01254 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7204 time: 1.0336 last_time: 1.3198 data_time: 0.0076 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 02:56:15] d2.utils.events INFO: eta: 0:59:18 iter: 77259 total_loss: 1.429 loss_cls: 0.003358 loss_box_reg: 0.01215 loss_rpn_cls: 0.0004036 loss_rpn_loc: 0.0009019 loss_D_img_s: 0.6718 loss_cls_pseudo: 0.02155 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001945 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7049 time: 1.0336 last_time: 1.2992 data_time: 0.0082 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 02:56:40] d2.utils.events INFO: eta: 0:58:49 iter: 77279 total_loss: 1.424 loss_cls: 0.004831 loss_box_reg: 0.01513 loss_rpn_cls: 0.0006419 loss_rpn_loc: 0.001075 loss_D_img_s: 0.6919 loss_cls_pseudo: 0.01432 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001457 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6897 time: 1.0337 last_time: 1.1243 data_time: 0.0076 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:57:06] d2.utils.events INFO: eta: 0:58:28 iter: 77299 total_loss: 1.429 loss_cls: 0.004286 loss_box_reg: 0.01315 loss_rpn_cls: 0.0006923 loss_rpn_loc: 0.000909 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.01947 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6949 time: 1.0337 last_time: 1.3628 data_time: 0.0091 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 02:57:32] d2.utils.events INFO: eta: 0:58:04 iter: 77319 total_loss: 1.423 loss_cls: 0.004066 loss_box_reg: 0.01482 loss_rpn_cls: 0.0005966 loss_rpn_loc: 0.000942 loss_D_img_s: 0.686 loss_cls_pseudo: 0.01554 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001171 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6934 time: 1.0338 last_time: 1.1741 data_time: 0.0088 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 02:57:57] d2.utils.events INFO: eta: 0:57:38 iter: 77339 total_loss: 1.429 loss_cls: 0.003721 loss_box_reg: 0.01389 loss_rpn_cls: 0.0004896 loss_rpn_loc: 0.000965 loss_D_img_s: 0.6915 loss_cls_pseudo: 0.01426 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0035 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6898 time: 1.0339 last_time: 1.3129 data_time: 0.0079 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/24 02:58:23] d2.utils.events INFO: eta: 0:57:11 iter: 77359 total_loss: 1.429 loss_cls: 0.003167 loss_box_reg: 0.01326 loss_rpn_cls: 0.0002377 loss_rpn_loc: 0.001169 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01751 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001598 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 1.0339 last_time: 1.1655 data_time: 0.0091 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 02:58:49] d2.utils.events INFO: eta: 0:56:45 iter: 77379 total_loss: 1.445 loss_cls: 0.004663 loss_box_reg: 0.01661 loss_rpn_cls: 0.0004278 loss_rpn_loc: 0.001326 loss_D_img_s: 0.6842 loss_cls_pseudo: 0.02739 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003619 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6971 time: 1.0340 last_time: 1.3783 data_time: 0.0074 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 02:59:14] d2.utils.events INFO: eta: 0:56:15 iter: 77399 total_loss: 1.432 loss_cls: 0.007655 loss_box_reg: 0.01832 loss_rpn_cls: 0.0004428 loss_rpn_loc: 0.001251 loss_D_img_s: 0.6881 loss_cls_pseudo: 0.01673 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002272 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6921 time: 1.0341 last_time: 1.3643 data_time: 0.0078 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 02:59:40] d2.utils.events INFO: eta: 0:55:47 iter: 77419 total_loss: 1.425 loss_cls: 0.00373 loss_box_reg: 0.01101 loss_rpn_cls: 0.0003432 loss_rpn_loc: 0.0007209 loss_D_img_s: 0.6866 loss_cls_pseudo: 0.01802 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00227 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.694 time: 1.0341 last_time: 1.1191 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 03:00:05] d2.utils.events INFO: eta: 0:55:18 iter: 77439 total_loss: 1.416 loss_cls: 0.003553 loss_box_reg: 0.01317 loss_rpn_cls: 0.0004385 loss_rpn_loc: 0.001275 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.01108 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001366 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6895 time: 1.0342 last_time: 1.1697 data_time: 0.0082 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 03:00:31] d2.utils.events INFO: eta: 0:54:54 iter: 77459 total_loss: 1.426 loss_cls: 0.003965 loss_box_reg: 0.01168 loss_rpn_cls: 0.000511 loss_rpn_loc: 0.001306 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.01552 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00246 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 1.0342 last_time: 1.1927 data_time: 0.0076 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/24 03:00:56] d2.utils.events INFO: eta: 0:54:27 iter: 77479 total_loss: 1.431 loss_cls: 0.003395 loss_box_reg: 0.01028 loss_rpn_cls: 0.0002519 loss_rpn_loc: 0.0005158 loss_D_img_s: 0.689 loss_cls_pseudo: 0.01875 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003737 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 1.0343 last_time: 1.1309 data_time: 0.0083 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/24 03:01:22] d2.utils.events INFO: eta: 0:54:04 iter: 77499 total_loss: 1.43 loss_cls: 0.003836 loss_box_reg: 0.01295 loss_rpn_cls: 0.0003864 loss_rpn_loc: 0.001055 loss_D_img_s: 0.6879 loss_cls_pseudo: 0.01565 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004674 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 1.0344 last_time: 1.3299 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 03:01:47] d2.utils.events INFO: eta: 0:53:35 iter: 77519 total_loss: 1.422 loss_cls: 0.003101 loss_box_reg: 0.01429 loss_rpn_cls: 0.0008982 loss_rpn_loc: 0.001153 loss_D_img_s: 0.6964 loss_cls_pseudo: 0.01366 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001699 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6791 time: 1.0344 last_time: 1.3284 data_time: 0.0081 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 03:02:12] d2.utils.events INFO: eta: 0:53:08 iter: 77539 total_loss: 1.428 loss_cls: 0.00376 loss_box_reg: 0.01192 loss_rpn_cls: 0.000495 loss_rpn_loc: 0.0008193 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.0128 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003261 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6928 time: 1.0345 last_time: 1.1254 data_time: 0.0084 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 03:02:37] d2.utils.events INFO: eta: 0:52:37 iter: 77559 total_loss: 1.428 loss_cls: 0.004652 loss_box_reg: 0.01899 loss_rpn_cls: 0.001055 loss_rpn_loc: 0.001047 loss_D_img_s: 0.7083 loss_cls_pseudo: 0.01546 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001871 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6759 time: 1.0345 last_time: 1.3358 data_time: 0.0079 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 03:03:04] d2.utils.events INFO: eta: 0:52:12 iter: 77579 total_loss: 1.425 loss_cls: 0.002723 loss_box_reg: 0.01046 loss_rpn_cls: 0.0005073 loss_rpn_loc: 0.0008187 loss_D_img_s: 0.7104 loss_cls_pseudo: 0.02377 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005658 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6712 time: 1.0346 last_time: 1.2825 data_time: 0.0076 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 03:03:29] d2.utils.events INFO: eta: 0:51:49 iter: 77599 total_loss: 1.422 loss_cls: 0.003416 loss_box_reg: 0.01227 loss_rpn_cls: 0.0005396 loss_rpn_loc: 0.001046 loss_D_img_s: 0.7151 loss_cls_pseudo: 0.02003 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004963 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6717 time: 1.0347 last_time: 1.1244 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:03:54] d2.utils.events INFO: eta: 0:51:21 iter: 77619 total_loss: 1.436 loss_cls: 0.003997 loss_box_reg: 0.01468 loss_rpn_cls: 0.0003439 loss_rpn_loc: 0.001148 loss_D_img_s: 0.6895 loss_cls_pseudo: 0.01223 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00244 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7037 time: 1.0347 last_time: 1.1478 data_time: 0.0082 last_data_time: 0.0153 lr: 0.01 max_mem: 12687M [03/24 03:04:20] d2.utils.events INFO: eta: 0:50:56 iter: 77639 total_loss: 1.451 loss_cls: 0.003395 loss_box_reg: 0.01314 loss_rpn_cls: 0.0004092 loss_rpn_loc: 0.001367 loss_D_img_s: 0.6757 loss_cls_pseudo: 0.0263 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002836 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7134 time: 1.0348 last_time: 1.5776 data_time: 0.0082 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 03:04:45] d2.utils.events INFO: eta: 0:50:25 iter: 77659 total_loss: 1.419 loss_cls: 0.004617 loss_box_reg: 0.01136 loss_rpn_cls: 0.0002677 loss_rpn_loc: 0.0007906 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01725 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002122 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6901 time: 1.0349 last_time: 1.1685 data_time: 0.0076 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 03:05:10] d2.utils.events INFO: eta: 0:49:57 iter: 77679 total_loss: 1.421 loss_cls: 0.003669 loss_box_reg: 0.01065 loss_rpn_cls: 0.0003105 loss_rpn_loc: 0.0009368 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.01505 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003394 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 1.0349 last_time: 1.5262 data_time: 0.0077 last_data_time: 0.0059 lr: 0.01 max_mem: 12687M [03/24 03:05:36] d2.utils.events INFO: eta: 0:49:35 iter: 77699 total_loss: 1.424 loss_cls: 0.004712 loss_box_reg: 0.01082 loss_rpn_cls: 0.0002837 loss_rpn_loc: 0.001176 loss_D_img_s: 0.7012 loss_cls_pseudo: 0.02053 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001298 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6795 time: 1.0350 last_time: 1.2049 data_time: 0.0076 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/24 03:06:01] d2.utils.events INFO: eta: 0:49:07 iter: 77719 total_loss: 1.425 loss_cls: 0.004283 loss_box_reg: 0.01356 loss_rpn_cls: 0.0006348 loss_rpn_loc: 0.001214 loss_D_img_s: 0.6917 loss_cls_pseudo: 0.01541 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001012 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 1.0350 last_time: 1.3537 data_time: 0.0080 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 03:06:26] d2.utils.events INFO: eta: 0:48:45 iter: 77739 total_loss: 1.438 loss_cls: 0.004757 loss_box_reg: 0.01381 loss_rpn_cls: 0.0003965 loss_rpn_loc: 0.0008534 loss_D_img_s: 0.6807 loss_cls_pseudo: 0.01568 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001965 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7007 time: 1.0351 last_time: 1.1307 data_time: 0.0078 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 03:06:53] d2.utils.events INFO: eta: 0:48:20 iter: 77759 total_loss: 1.423 loss_cls: 0.003363 loss_box_reg: 0.01147 loss_rpn_cls: 0.0004831 loss_rpn_loc: 0.001047 loss_D_img_s: 0.6877 loss_cls_pseudo: 0.02433 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005729 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6908 time: 1.0352 last_time: 1.1235 data_time: 0.0083 last_data_time: 0.0096 lr: 0.01 max_mem: 12687M [03/24 03:07:19] d2.utils.events INFO: eta: 0:47:50 iter: 77779 total_loss: 1.423 loss_cls: 0.00424 loss_box_reg: 0.01264 loss_rpn_cls: 0.0004885 loss_rpn_loc: 0.001195 loss_D_img_s: 0.6867 loss_cls_pseudo: 0.01698 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003527 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6952 time: 1.0352 last_time: 1.5217 data_time: 0.0081 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 03:07:53] d2.utils.events INFO: eta: 0:47:32 iter: 77799 total_loss: 1.441 loss_cls: 0.003527 loss_box_reg: 0.012 loss_rpn_cls: 0.0006314 loss_rpn_loc: 0.000903 loss_D_img_s: 0.6761 loss_cls_pseudo: 0.02209 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002353 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7059 time: 1.0354 last_time: 1.3334 data_time: 0.0080 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 03:08:21] d2.utils.events INFO: eta: 0:47:06 iter: 77819 total_loss: 1.429 loss_cls: 0.003418 loss_box_reg: 0.01236 loss_rpn_cls: 0.0004769 loss_rpn_loc: 0.0009337 loss_D_img_s: 0.6955 loss_cls_pseudo: 0.02404 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002797 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6865 time: 1.0355 last_time: 1.3143 data_time: 0.0080 last_data_time: 0.0112 lr: 0.01 max_mem: 12687M [03/24 03:08:46] d2.utils.events INFO: eta: 0:46:41 iter: 77839 total_loss: 1.429 loss_cls: 0.004715 loss_box_reg: 0.0124 loss_rpn_cls: 0.0005347 loss_rpn_loc: 0.0008939 loss_D_img_s: 0.6993 loss_cls_pseudo: 0.01877 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002963 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6819 time: 1.0356 last_time: 1.3896 data_time: 0.0078 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 03:09:12] d2.utils.events INFO: eta: 0:46:15 iter: 77859 total_loss: 1.429 loss_cls: 0.003465 loss_box_reg: 0.01371 loss_rpn_cls: 0.0003087 loss_rpn_loc: 0.001185 loss_D_img_s: 0.6786 loss_cls_pseudo: 0.02282 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005135 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7044 time: 1.0356 last_time: 1.3401 data_time: 0.0078 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 03:09:39] d2.utils.events INFO: eta: 0:45:50 iter: 77879 total_loss: 1.43 loss_cls: 0.003031 loss_box_reg: 0.01064 loss_rpn_cls: 0.0004284 loss_rpn_loc: 0.0009314 loss_D_img_s: 0.6911 loss_cls_pseudo: 0.02486 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002905 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6951 time: 1.0357 last_time: 1.4019 data_time: 0.0075 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/24 03:10:05] d2.utils.events INFO: eta: 0:45:23 iter: 77899 total_loss: 1.428 loss_cls: 0.004016 loss_box_reg: 0.01203 loss_rpn_cls: 0.0007692 loss_rpn_loc: 0.001053 loss_D_img_s: 0.7076 loss_cls_pseudo: 0.01642 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003784 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6765 time: 1.0358 last_time: 1.4119 data_time: 0.0078 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 03:10:31] d2.utils.events INFO: eta: 0:44:57 iter: 77919 total_loss: 1.421 loss_cls: 0.003474 loss_box_reg: 0.01023 loss_rpn_cls: 0.0004948 loss_rpn_loc: 0.0007381 loss_D_img_s: 0.6974 loss_cls_pseudo: 0.01302 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004011 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6854 time: 1.0358 last_time: 1.4609 data_time: 0.0080 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 03:10:56] d2.utils.events INFO: eta: 0:44:30 iter: 77939 total_loss: 1.423 loss_cls: 0.005464 loss_box_reg: 0.01249 loss_rpn_cls: 0.0006301 loss_rpn_loc: 0.0009359 loss_D_img_s: 0.6921 loss_cls_pseudo: 0.01305 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002185 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6883 time: 1.0359 last_time: 1.2588 data_time: 0.0088 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:11:21] d2.utils.events INFO: eta: 0:44:03 iter: 77959 total_loss: 1.422 loss_cls: 0.003625 loss_box_reg: 0.01221 loss_rpn_cls: 0.0005609 loss_rpn_loc: 0.001011 loss_D_img_s: 0.6869 loss_cls_pseudo: 0.01307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002973 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6919 time: 1.0360 last_time: 1.2516 data_time: 0.0082 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 03:11:47] d2.utils.events INFO: eta: 0:43:38 iter: 77979 total_loss: 1.427 loss_cls: 0.004011 loss_box_reg: 0.0129 loss_rpn_cls: 0.0004916 loss_rpn_loc: 0.0009586 loss_D_img_s: 0.6779 loss_cls_pseudo: 0.01941 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002425 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6957 time: 1.0360 last_time: 1.3106 data_time: 0.0077 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 03:12:13] d2.data.common INFO: Serializing the dataset using: [03/24 03:12:13] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 03:12:13] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 03:12:13] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 03:12:13] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 03:12:15] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0115 s/iter. Inference: 0.1353 s/iter. Eval: 0.0009 s/iter. Total: 0.1477 s/iter. ETA=0:00:58 [03/24 03:12:20] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0043 s/iter. Inference: 0.0989 s/iter. Eval: 0.0003 s/iter. Total: 0.1037 s/iter. ETA=0:00:36 [03/24 03:12:25] d2.evaluation.evaluator INFO: Inference done 113/410. Dataloading: 0.0034 s/iter. Inference: 0.0976 s/iter. Eval: 0.0003 s/iter. Total: 0.1014 s/iter. ETA=0:00:30 [03/24 03:12:30] d2.evaluation.evaluator INFO: Inference done 161/410. Dataloading: 0.0037 s/iter. Inference: 0.0985 s/iter. Eval: 0.0002 s/iter. Total: 0.1025 s/iter. ETA=0:00:25 [03/24 03:12:35] d2.evaluation.evaluator INFO: Inference done 212/410. Dataloading: 0.0037 s/iter. Inference: 0.0975 s/iter. Eval: 0.0003 s/iter. Total: 0.1016 s/iter. ETA=0:00:20 [03/24 03:12:40] d2.evaluation.evaluator INFO: Inference done 259/410. Dataloading: 0.0042 s/iter. Inference: 0.0981 s/iter. Eval: 0.0003 s/iter. Total: 0.1026 s/iter. ETA=0:00:15 [03/24 03:12:45] d2.evaluation.evaluator INFO: Inference done 309/410. Dataloading: 0.0042 s/iter. Inference: 0.0977 s/iter. Eval: 0.0003 s/iter. Total: 0.1023 s/iter. ETA=0:00:10 [03/24 03:12:50] d2.evaluation.evaluator INFO: Inference done 357/410. Dataloading: 0.0041 s/iter. Inference: 0.0983 s/iter. Eval: 0.0003 s/iter. Total: 0.1027 s/iter. ETA=0:00:05 [03/24 03:12:55] d2.evaluation.evaluator INFO: Inference done 410/410. Dataloading: 0.0042 s/iter. Inference: 0.0971 s/iter. Eval: 0.0003 s/iter. Total: 0.1017 s/iter. ETA=0:00:00 [03/24 03:12:55] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.258081 (0.101872 s / iter per device, on 1 devices) [03/24 03:12:55] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:39 (0.097111 s / iter per device, on 1 devices) [03/24 03:12:55] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 03:12:55] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 03:12:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 03:12:55] d2.evaluation.testing INFO: copypaste: 0.6600,2.9417,0.1609 [03/24 03:12:55] d2.data.common INFO: Serializing the dataset using: [03/24 03:12:55] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 03:12:55] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 03:12:55] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 03:12:55] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 03:13:00] d2.evaluation.evaluator INFO: Inference done 33/410. Dataloading: 0.0071 s/iter. Inference: 0.1144 s/iter. Eval: 0.0003 s/iter. Total: 0.1218 s/iter. ETA=0:00:45 [03/24 03:13:05] d2.evaluation.evaluator INFO: Inference done 83/410. Dataloading: 0.0046 s/iter. Inference: 0.1030 s/iter. Eval: 0.0004 s/iter. Total: 0.1080 s/iter. ETA=0:00:35 [03/24 03:13:10] d2.evaluation.evaluator INFO: Inference done 134/410. Dataloading: 0.0038 s/iter. Inference: 0.1001 s/iter. Eval: 0.0003 s/iter. Total: 0.1043 s/iter. ETA=0:00:28 [03/24 03:13:15] d2.evaluation.evaluator INFO: Inference done 183/410. Dataloading: 0.0041 s/iter. Inference: 0.0993 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:23 [03/24 03:13:20] d2.evaluation.evaluator INFO: Inference done 233/410. Dataloading: 0.0042 s/iter. Inference: 0.0987 s/iter. Eval: 0.0003 s/iter. Total: 0.1033 s/iter. ETA=0:00:18 [03/24 03:13:25] d2.evaluation.evaluator INFO: Inference done 281/410. Dataloading: 0.0040 s/iter. Inference: 0.0994 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:13 [03/24 03:13:31] d2.evaluation.evaluator INFO: Inference done 328/410. Dataloading: 0.0038 s/iter. Inference: 0.1003 s/iter. Eval: 0.0003 s/iter. Total: 0.1044 s/iter. ETA=0:00:08 [03/24 03:13:36] d2.evaluation.evaluator INFO: Inference done 378/410. Dataloading: 0.0036 s/iter. Inference: 0.0999 s/iter. Eval: 0.0003 s/iter. Total: 0.1039 s/iter. ETA=0:00:03 [03/24 03:13:39] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.072250 (0.103882 s / iter per device, on 1 devices) [03/24 03:13:39] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.099653 s / iter per device, on 1 devices) [03/24 03:13:39] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 03:13:39] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 03:13:39] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 03:13:39] d2.evaluation.testing INFO: copypaste: 1.0419,6.2461,0.1832 [03/24 03:13:39] d2.utils.events INFO: eta: 0:43:14 iter: 77999 total_loss: 1.431 loss_cls: 0.00514 loss_box_reg: 0.01286 loss_rpn_cls: 0.0006826 loss_rpn_loc: 0.001 loss_D_img_s: 0.6859 loss_cls_pseudo: 0.01652 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004019 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6969 time: 1.0361 last_time: 1.2207 data_time: 0.0082 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/24 03:14:04] d2.utils.events INFO: eta: 0:42:48 iter: 78019 total_loss: 1.425 loss_cls: 0.003861 loss_box_reg: 0.01269 loss_rpn_cls: 0.0005073 loss_rpn_loc: 0.0006584 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.01681 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001247 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 1.0361 last_time: 1.3204 data_time: 0.0076 last_data_time: 0.0112 lr: 0.01 max_mem: 12687M [03/24 03:14:30] d2.utils.events INFO: eta: 0:42:24 iter: 78039 total_loss: 1.418 loss_cls: 0.003687 loss_box_reg: 0.01252 loss_rpn_cls: 0.0005245 loss_rpn_loc: 0.001225 loss_D_img_s: 0.6893 loss_cls_pseudo: 0.0129 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001675 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 1.0362 last_time: 1.3106 data_time: 0.0090 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 03:14:57] d2.utils.events INFO: eta: 0:41:59 iter: 78059 total_loss: 1.428 loss_cls: 0.003279 loss_box_reg: 0.01243 loss_rpn_cls: 0.0002695 loss_rpn_loc: 0.0009147 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01704 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00214 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.689 time: 1.0363 last_time: 1.1130 data_time: 0.0082 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 03:15:23] d2.utils.events INFO: eta: 0:41:36 iter: 78079 total_loss: 1.428 loss_cls: 0.004413 loss_box_reg: 0.01557 loss_rpn_cls: 0.0006495 loss_rpn_loc: 0.0009587 loss_D_img_s: 0.6914 loss_cls_pseudo: 0.01866 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001377 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6955 time: 1.0364 last_time: 1.1305 data_time: 0.0080 last_data_time: 0.0102 lr: 0.01 max_mem: 12687M [03/24 03:15:49] d2.utils.events INFO: eta: 0:41:08 iter: 78099 total_loss: 1.42 loss_cls: 0.004434 loss_box_reg: 0.01025 loss_rpn_cls: 0.0003385 loss_rpn_loc: 0.00069 loss_D_img_s: 0.7054 loss_cls_pseudo: 0.01687 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002401 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6829 time: 1.0364 last_time: 1.1456 data_time: 0.0076 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 03:16:14] d2.utils.events INFO: eta: 0:40:42 iter: 78119 total_loss: 1.43 loss_cls: 0.003326 loss_box_reg: 0.01457 loss_rpn_cls: 0.0004649 loss_rpn_loc: 0.0011 loss_D_img_s: 0.6999 loss_cls_pseudo: 0.01738 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001234 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6802 time: 1.0365 last_time: 1.3374 data_time: 0.0082 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 03:16:40] d2.utils.events INFO: eta: 0:40:15 iter: 78139 total_loss: 1.428 loss_cls: 0.003894 loss_box_reg: 0.01337 loss_rpn_cls: 0.0003469 loss_rpn_loc: 0.001085 loss_D_img_s: 0.6966 loss_cls_pseudo: 0.01163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002854 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.69 time: 1.0365 last_time: 1.5349 data_time: 0.0084 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 03:17:05] d2.utils.events INFO: eta: 0:39:48 iter: 78159 total_loss: 1.425 loss_cls: 0.003614 loss_box_reg: 0.01232 loss_rpn_cls: 0.0003324 loss_rpn_loc: 0.001077 loss_D_img_s: 0.6903 loss_cls_pseudo: 0.0167 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001869 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6914 time: 1.0366 last_time: 1.3514 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 03:17:31] d2.utils.events INFO: eta: 0:39:24 iter: 78179 total_loss: 1.43 loss_cls: 0.004356 loss_box_reg: 0.01253 loss_rpn_cls: 0.0004659 loss_rpn_loc: 0.0008811 loss_D_img_s: 0.6975 loss_cls_pseudo: 0.01773 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001402 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 1.0367 last_time: 1.3395 data_time: 0.0084 last_data_time: 0.0097 lr: 0.01 max_mem: 12687M [03/24 03:17:56] d2.utils.events INFO: eta: 0:38:58 iter: 78199 total_loss: 1.428 loss_cls: 0.004285 loss_box_reg: 0.01235 loss_rpn_cls: 0.0005681 loss_rpn_loc: 0.001049 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01622 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001727 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6857 time: 1.0367 last_time: 1.3338 data_time: 0.0078 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:18:22] d2.utils.events INFO: eta: 0:38:33 iter: 78219 total_loss: 1.434 loss_cls: 0.005037 loss_box_reg: 0.01309 loss_rpn_cls: 0.0004067 loss_rpn_loc: 0.001032 loss_D_img_s: 0.6913 loss_cls_pseudo: 0.01317 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002451 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6918 time: 1.0368 last_time: 1.1596 data_time: 0.0086 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 03:18:48] d2.utils.events INFO: eta: 0:38:08 iter: 78239 total_loss: 1.431 loss_cls: 0.003639 loss_box_reg: 0.01334 loss_rpn_cls: 0.0004516 loss_rpn_loc: 0.0008945 loss_D_img_s: 0.698 loss_cls_pseudo: 0.01785 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00192 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 1.0368 last_time: 1.3204 data_time: 0.0089 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 03:19:13] d2.utils.events INFO: eta: 0:37:44 iter: 78259 total_loss: 1.441 loss_cls: 0.003476 loss_box_reg: 0.01314 loss_rpn_cls: 0.0002675 loss_rpn_loc: 0.0009899 loss_D_img_s: 0.6989 loss_cls_pseudo: 0.01945 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002934 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6861 time: 1.0369 last_time: 1.2851 data_time: 0.0079 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 03:19:39] d2.utils.events INFO: eta: 0:37:18 iter: 78279 total_loss: 1.435 loss_cls: 0.007045 loss_box_reg: 0.01839 loss_rpn_cls: 0.001165 loss_rpn_loc: 0.001273 loss_D_img_s: 0.6784 loss_cls_pseudo: 0.0175 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002145 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6991 time: 1.0370 last_time: 1.3461 data_time: 0.0079 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 03:20:05] d2.utils.events INFO: eta: 0:36:52 iter: 78299 total_loss: 1.424 loss_cls: 0.005113 loss_box_reg: 0.01384 loss_rpn_cls: 0.0007528 loss_rpn_loc: 0.00156 loss_D_img_s: 0.6847 loss_cls_pseudo: 0.01782 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007744 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6942 time: 1.0370 last_time: 1.1873 data_time: 0.0081 last_data_time: 0.0108 lr: 0.01 max_mem: 12687M [03/24 03:20:30] d2.utils.events INFO: eta: 0:36:25 iter: 78319 total_loss: 1.412 loss_cls: 0.003167 loss_box_reg: 0.01128 loss_rpn_cls: 0.0003033 loss_rpn_loc: 0.0008034 loss_D_img_s: 0.6924 loss_cls_pseudo: 0.01274 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001227 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6852 time: 1.0371 last_time: 1.2323 data_time: 0.0074 last_data_time: 0.0073 lr: 0.01 max_mem: 12687M [03/24 03:20:56] d2.utils.events INFO: eta: 0:35:59 iter: 78339 total_loss: 1.442 loss_cls: 0.003677 loss_box_reg: 0.0122 loss_rpn_cls: 0.0007059 loss_rpn_loc: 0.00123 loss_D_img_s: 0.6901 loss_cls_pseudo: 0.01666 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003055 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6893 time: 1.0372 last_time: 1.3468 data_time: 0.0077 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 03:21:21] d2.utils.events INFO: eta: 0:35:32 iter: 78359 total_loss: 1.425 loss_cls: 0.004496 loss_box_reg: 0.01168 loss_rpn_cls: 0.0006443 loss_rpn_loc: 0.001128 loss_D_img_s: 0.6916 loss_cls_pseudo: 0.01402 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00108 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6872 time: 1.0372 last_time: 1.1468 data_time: 0.0080 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 03:21:47] d2.utils.events INFO: eta: 0:35:06 iter: 78379 total_loss: 1.423 loss_cls: 0.003262 loss_box_reg: 0.01164 loss_rpn_cls: 0.0003698 loss_rpn_loc: 0.0008584 loss_D_img_s: 0.7066 loss_cls_pseudo: 0.01463 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002289 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6746 time: 1.0373 last_time: 1.1800 data_time: 0.0075 last_data_time: 0.0077 lr: 0.01 max_mem: 12687M [03/24 03:22:13] d2.utils.events INFO: eta: 0:34:40 iter: 78399 total_loss: 1.434 loss_cls: 0.004942 loss_box_reg: 0.01186 loss_rpn_cls: 0.0005527 loss_rpn_loc: 0.001103 loss_D_img_s: 0.7028 loss_cls_pseudo: 0.0195 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003488 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6815 time: 1.0373 last_time: 1.3291 data_time: 0.0080 last_data_time: 0.0162 lr: 0.01 max_mem: 12687M [03/24 03:22:39] d2.utils.events INFO: eta: 0:34:13 iter: 78419 total_loss: 1.429 loss_cls: 0.002941 loss_box_reg: 0.01201 loss_rpn_cls: 0.0003207 loss_rpn_loc: 0.0007969 loss_D_img_s: 0.6852 loss_cls_pseudo: 0.02055 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004058 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6983 time: 1.0374 last_time: 1.3549 data_time: 0.0085 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 03:23:03] d2.utils.events INFO: eta: 0:33:46 iter: 78439 total_loss: 1.432 loss_cls: 0.004248 loss_box_reg: 0.01424 loss_rpn_cls: 0.000631 loss_rpn_loc: 0.0009336 loss_D_img_s: 0.6786 loss_cls_pseudo: 0.02453 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006468 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6982 time: 1.0375 last_time: 1.3302 data_time: 0.0072 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 03:23:28] d2.utils.events INFO: eta: 0:33:20 iter: 78459 total_loss: 1.431 loss_cls: 0.004276 loss_box_reg: 0.01246 loss_rpn_cls: 0.0007302 loss_rpn_loc: 0.001412 loss_D_img_s: 0.6851 loss_cls_pseudo: 0.01694 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003321 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6973 time: 1.0375 last_time: 1.1653 data_time: 0.0076 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 03:23:55] d2.utils.events INFO: eta: 0:32:56 iter: 78479 total_loss: 1.431 loss_cls: 0.003502 loss_box_reg: 0.01245 loss_rpn_cls: 0.0002993 loss_rpn_loc: 0.001331 loss_D_img_s: 0.6898 loss_cls_pseudo: 0.01342 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003745 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 1.0376 last_time: 1.3223 data_time: 0.0092 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/24 03:24:21] d2.utils.events INFO: eta: 0:32:28 iter: 78499 total_loss: 1.43 loss_cls: 0.003268 loss_box_reg: 0.01302 loss_rpn_cls: 0.0004381 loss_rpn_loc: 0.0009979 loss_D_img_s: 0.6821 loss_cls_pseudo: 0.02163 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004911 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.704 time: 1.0376 last_time: 1.2984 data_time: 0.0075 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 03:24:46] d2.utils.events INFO: eta: 0:32:03 iter: 78519 total_loss: 1.428 loss_cls: 0.004036 loss_box_reg: 0.01303 loss_rpn_cls: 0.0005838 loss_rpn_loc: 0.0009656 loss_D_img_s: 0.6801 loss_cls_pseudo: 0.01624 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004726 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7006 time: 1.0377 last_time: 1.2062 data_time: 0.0077 last_data_time: 0.0057 lr: 0.01 max_mem: 12687M [03/24 03:25:13] d2.utils.events INFO: eta: 0:31:40 iter: 78539 total_loss: 1.437 loss_cls: 0.003459 loss_box_reg: 0.0137 loss_rpn_cls: 0.0003653 loss_rpn_loc: 0.0007267 loss_D_img_s: 0.6887 loss_cls_pseudo: 0.02862 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.006181 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6977 time: 1.0378 last_time: 1.3212 data_time: 0.0080 last_data_time: 0.0082 lr: 0.01 max_mem: 12687M [03/24 03:25:40] d2.utils.events INFO: eta: 0:31:14 iter: 78559 total_loss: 1.432 loss_cls: 0.003667 loss_box_reg: 0.01316 loss_rpn_cls: 0.0003875 loss_rpn_loc: 0.001111 loss_D_img_s: 0.702 loss_cls_pseudo: 0.01708 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002941 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6839 time: 1.0379 last_time: 1.3203 data_time: 0.0086 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 03:26:06] d2.utils.events INFO: eta: 0:30:48 iter: 78579 total_loss: 1.426 loss_cls: 0.003754 loss_box_reg: 0.01397 loss_rpn_cls: 0.0006152 loss_rpn_loc: 0.0009887 loss_D_img_s: 0.692 loss_cls_pseudo: 0.01257 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00179 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 1.0379 last_time: 1.3201 data_time: 0.0080 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 03:26:32] d2.utils.events INFO: eta: 0:30:22 iter: 78599 total_loss: 1.426 loss_cls: 0.004368 loss_box_reg: 0.01319 loss_rpn_cls: 0.0005822 loss_rpn_loc: 0.001319 loss_D_img_s: 0.6984 loss_cls_pseudo: 0.01643 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002629 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6789 time: 1.0380 last_time: 1.1775 data_time: 0.0079 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 03:26:57] d2.utils.events INFO: eta: 0:29:56 iter: 78619 total_loss: 1.424 loss_cls: 0.003496 loss_box_reg: 0.0137 loss_rpn_cls: 0.0003234 loss_rpn_loc: 0.0008044 loss_D_img_s: 0.6973 loss_cls_pseudo: 0.01184 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001382 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6827 time: 1.0381 last_time: 1.1504 data_time: 0.0071 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/24 03:27:23] d2.utils.events INFO: eta: 0:29:30 iter: 78639 total_loss: 1.423 loss_cls: 0.002944 loss_box_reg: 0.01124 loss_rpn_cls: 0.0003797 loss_rpn_loc: 0.001113 loss_D_img_s: 0.6978 loss_cls_pseudo: 0.01434 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003262 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 1.0381 last_time: 1.2923 data_time: 0.0085 last_data_time: 0.0079 lr: 0.01 max_mem: 12687M [03/24 03:27:48] d2.utils.events INFO: eta: 0:29:05 iter: 78659 total_loss: 1.42 loss_cls: 0.003871 loss_box_reg: 0.01102 loss_rpn_cls: 0.0004719 loss_rpn_loc: 0.0008111 loss_D_img_s: 0.695 loss_cls_pseudo: 0.01206 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002111 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 1.0382 last_time: 1.2188 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:28:14] d2.utils.events INFO: eta: 0:28:40 iter: 78679 total_loss: 1.419 loss_cls: 0.003045 loss_box_reg: 0.01244 loss_rpn_cls: 0.0003 loss_rpn_loc: 0.001288 loss_D_img_s: 0.6779 loss_cls_pseudo: 0.01846 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003905 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7012 time: 1.0382 last_time: 1.3348 data_time: 0.0076 last_data_time: 0.0054 lr: 0.01 max_mem: 12687M [03/24 03:28:40] d2.utils.events INFO: eta: 0:28:15 iter: 78699 total_loss: 1.43 loss_cls: 0.004964 loss_box_reg: 0.01279 loss_rpn_cls: 0.0004348 loss_rpn_loc: 0.001153 loss_D_img_s: 0.6753 loss_cls_pseudo: 0.01612 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003081 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7125 time: 1.0383 last_time: 1.3491 data_time: 0.0078 last_data_time: 0.0093 lr: 0.01 max_mem: 12687M [03/24 03:29:05] d2.utils.events INFO: eta: 0:27:48 iter: 78719 total_loss: 1.422 loss_cls: 0.004439 loss_box_reg: 0.01284 loss_rpn_cls: 0.0004604 loss_rpn_loc: 0.001002 loss_D_img_s: 0.6792 loss_cls_pseudo: 0.009317 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002299 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7037 time: 1.0384 last_time: 1.1382 data_time: 0.0082 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 03:29:30] d2.utils.events INFO: eta: 0:27:20 iter: 78739 total_loss: 1.425 loss_cls: 0.005429 loss_box_reg: 0.0129 loss_rpn_cls: 0.0007575 loss_rpn_loc: 0.001046 loss_D_img_s: 0.6945 loss_cls_pseudo: 0.01666 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002334 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6907 time: 1.0384 last_time: 1.3036 data_time: 0.0079 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 03:29:56] d2.utils.events INFO: eta: 0:26:54 iter: 78759 total_loss: 1.415 loss_cls: 0.004214 loss_box_reg: 0.01279 loss_rpn_cls: 0.0004912 loss_rpn_loc: 0.0009317 loss_D_img_s: 0.7141 loss_cls_pseudo: 0.01302 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001509 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6645 time: 1.0385 last_time: 1.3338 data_time: 0.0072 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 03:30:21] d2.utils.events INFO: eta: 0:26:27 iter: 78779 total_loss: 1.423 loss_cls: 0.003941 loss_box_reg: 0.01184 loss_rpn_cls: 0.0005046 loss_rpn_loc: 0.001154 loss_D_img_s: 0.6909 loss_cls_pseudo: 0.01721 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002206 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6814 time: 1.0385 last_time: 1.3788 data_time: 0.0075 last_data_time: 0.0078 lr: 0.01 max_mem: 12687M [03/24 03:30:46] d2.utils.events INFO: eta: 0:25:59 iter: 78799 total_loss: 1.445 loss_cls: 0.005762 loss_box_reg: 0.01355 loss_rpn_cls: 0.001243 loss_rpn_loc: 0.001281 loss_D_img_s: 0.7007 loss_cls_pseudo: 0.01844 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003225 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6845 time: 1.0386 last_time: 1.1616 data_time: 0.0078 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 03:31:12] d2.utils.events INFO: eta: 0:25:33 iter: 78819 total_loss: 1.438 loss_cls: 0.004321 loss_box_reg: 0.01432 loss_rpn_cls: 0.0005087 loss_rpn_loc: 0.001011 loss_D_img_s: 0.6649 loss_cls_pseudo: 0.01831 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003808 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7209 time: 1.0387 last_time: 1.3721 data_time: 0.0083 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 03:31:38] d2.utils.events INFO: eta: 0:25:07 iter: 78839 total_loss: 1.426 loss_cls: 0.003897 loss_box_reg: 0.0118 loss_rpn_cls: 0.0004406 loss_rpn_loc: 0.001071 loss_D_img_s: 0.7199 loss_cls_pseudo: 0.01142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002388 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6652 time: 1.0387 last_time: 1.1669 data_time: 0.0085 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 03:32:03] d2.utils.events INFO: eta: 0:24:40 iter: 78859 total_loss: 1.432 loss_cls: 0.003242 loss_box_reg: 0.01038 loss_rpn_cls: 0.0003621 loss_rpn_loc: 0.0008395 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.01848 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002469 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6818 time: 1.0388 last_time: 1.3284 data_time: 0.0077 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 03:32:28] d2.utils.events INFO: eta: 0:24:12 iter: 78879 total_loss: 1.42 loss_cls: 0.004264 loss_box_reg: 0.01133 loss_rpn_cls: 0.0003558 loss_rpn_loc: 0.0008248 loss_D_img_s: 0.6731 loss_cls_pseudo: 0.01815 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002023 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7103 time: 1.0388 last_time: 1.3347 data_time: 0.0080 last_data_time: 0.0101 lr: 0.01 max_mem: 12687M [03/24 03:32:53] d2.utils.events INFO: eta: 0:23:45 iter: 78899 total_loss: 1.419 loss_cls: 0.002971 loss_box_reg: 0.009507 loss_rpn_cls: 0.0002821 loss_rpn_loc: 0.0006967 loss_D_img_s: 0.6801 loss_cls_pseudo: 0.01424 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001516 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7063 time: 1.0389 last_time: 1.1692 data_time: 0.0087 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/24 03:33:19] d2.utils.events INFO: eta: 0:23:19 iter: 78919 total_loss: 1.415 loss_cls: 0.003801 loss_box_reg: 0.01182 loss_rpn_cls: 0.0003786 loss_rpn_loc: 0.001255 loss_D_img_s: 0.69 loss_cls_pseudo: 0.009275 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0006468 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6938 time: 1.0389 last_time: 1.3624 data_time: 0.0084 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 03:33:44] d2.utils.events INFO: eta: 0:22:53 iter: 78939 total_loss: 1.423 loss_cls: 0.004398 loss_box_reg: 0.01341 loss_rpn_cls: 0.0003133 loss_rpn_loc: 0.001631 loss_D_img_s: 0.7005 loss_cls_pseudo: 0.01821 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001827 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6868 time: 1.0390 last_time: 1.1538 data_time: 0.0081 last_data_time: 0.0100 lr: 0.01 max_mem: 12687M [03/24 03:34:09] d2.utils.events INFO: eta: 0:22:28 iter: 78959 total_loss: 1.417 loss_cls: 0.003435 loss_box_reg: 0.01226 loss_rpn_cls: 0.0005628 loss_rpn_loc: 0.001343 loss_D_img_s: 0.7107 loss_cls_pseudo: 0.01099 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001031 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6722 time: 1.0391 last_time: 1.3214 data_time: 0.0076 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 03:34:35] d2.utils.events INFO: eta: 0:22:03 iter: 78979 total_loss: 1.443 loss_cls: 0.002595 loss_box_reg: 0.01279 loss_rpn_cls: 0.0002022 loss_rpn_loc: 0.0009505 loss_D_img_s: 0.7133 loss_cls_pseudo: 0.02498 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007303 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6772 time: 1.0391 last_time: 1.3212 data_time: 0.0078 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 03:35:01] d2.data.common INFO: Serializing the dataset using: [03/24 03:35:01] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 03:35:01] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 03:35:01] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 03:35:01] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 03:35:02] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0065 s/iter. Inference: 0.1219 s/iter. Eval: 0.0002 s/iter. Total: 0.1287 s/iter. ETA=0:00:51 [03/24 03:35:07] d2.evaluation.evaluator INFO: Inference done 61/410. Dataloading: 0.0032 s/iter. Inference: 0.0996 s/iter. Eval: 0.0004 s/iter. Total: 0.1033 s/iter. ETA=0:00:36 [03/24 03:35:13] d2.evaluation.evaluator INFO: Inference done 109/410. Dataloading: 0.0030 s/iter. Inference: 0.1013 s/iter. Eval: 0.0004 s/iter. Total: 0.1048 s/iter. ETA=0:00:31 [03/24 03:35:18] d2.evaluation.evaluator INFO: Inference done 156/410. Dataloading: 0.0038 s/iter. Inference: 0.1011 s/iter. Eval: 0.0004 s/iter. Total: 0.1054 s/iter. ETA=0:00:26 [03/24 03:35:23] d2.evaluation.evaluator INFO: Inference done 201/410. Dataloading: 0.0036 s/iter. Inference: 0.1028 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:22 [03/24 03:35:28] d2.evaluation.evaluator INFO: Inference done 253/410. Dataloading: 0.0037 s/iter. Inference: 0.1009 s/iter. Eval: 0.0003 s/iter. Total: 0.1050 s/iter. ETA=0:00:16 [03/24 03:35:33] d2.evaluation.evaluator INFO: Inference done 300/410. Dataloading: 0.0039 s/iter. Inference: 0.1012 s/iter. Eval: 0.0003 s/iter. Total: 0.1055 s/iter. ETA=0:00:11 [03/24 03:35:38] d2.evaluation.evaluator INFO: Inference done 346/410. Dataloading: 0.0039 s/iter. Inference: 0.1017 s/iter. Eval: 0.0003 s/iter. Total: 0.1059 s/iter. ETA=0:00:06 [03/24 03:35:43] d2.evaluation.evaluator INFO: Inference done 395/410. Dataloading: 0.0040 s/iter. Inference: 0.1011 s/iter. Eval: 0.0003 s/iter. Total: 0.1055 s/iter. ETA=0:00:01 [03/24 03:35:44] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.580291 (0.105137 s / iter per device, on 1 devices) [03/24 03:35:44] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:40 (0.100567 s / iter per device, on 1 devices) [03/24 03:35:44] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 03:35:44] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 03:35:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 03:35:44] d2.evaluation.testing INFO: copypaste: 1.6646,8.7495,0.2799 [03/24 03:35:44] d2.data.common INFO: Serializing the dataset using: [03/24 03:35:44] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 03:35:44] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 03:35:44] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 03:35:44] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 03:35:48] d2.evaluation.evaluator INFO: Inference done 29/410. Dataloading: 0.0037 s/iter. Inference: 0.1003 s/iter. Eval: 0.0002 s/iter. Total: 0.1042 s/iter. ETA=0:00:39 [03/24 03:35:53] d2.evaluation.evaluator INFO: Inference done 75/410. Dataloading: 0.0048 s/iter. Inference: 0.1036 s/iter. Eval: 0.0002 s/iter. Total: 0.1087 s/iter. ETA=0:00:36 [03/24 03:35:58] d2.evaluation.evaluator INFO: Inference done 127/410. Dataloading: 0.0043 s/iter. Inference: 0.0992 s/iter. Eval: 0.0003 s/iter. Total: 0.1038 s/iter. ETA=0:00:29 [03/24 03:36:03] d2.evaluation.evaluator INFO: Inference done 171/410. Dataloading: 0.0042 s/iter. Inference: 0.1022 s/iter. Eval: 0.0003 s/iter. Total: 0.1067 s/iter. ETA=0:00:25 [03/24 03:36:08] d2.evaluation.evaluator INFO: Inference done 218/410. Dataloading: 0.0039 s/iter. Inference: 0.1026 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:20 [03/24 03:36:13] d2.evaluation.evaluator INFO: Inference done 263/410. Dataloading: 0.0037 s/iter. Inference: 0.1041 s/iter. Eval: 0.0003 s/iter. Total: 0.1081 s/iter. ETA=0:00:15 [03/24 03:36:18] d2.evaluation.evaluator INFO: Inference done 314/410. Dataloading: 0.0036 s/iter. Inference: 0.1030 s/iter. Eval: 0.0003 s/iter. Total: 0.1069 s/iter. ETA=0:00:10 [03/24 03:36:24] d2.evaluation.evaluator INFO: Inference done 365/410. Dataloading: 0.0033 s/iter. Inference: 0.1022 s/iter. Eval: 0.0003 s/iter. Total: 0.1059 s/iter. ETA=0:00:04 [03/24 03:36:28] d2.evaluation.evaluator INFO: Total inference time: 0:00:42.797936 (0.105674 s / iter per device, on 1 devices) [03/24 03:36:28] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:41 (0.101838 s / iter per device, on 1 devices) [03/24 03:36:28] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 03:36:28] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 03:36:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 03:36:28] d2.evaluation.testing INFO: copypaste: 0.9683,5.8637,0.0687 [03/24 03:36:28] d2.utils.events INFO: eta: 0:21:37 iter: 78999 total_loss: 1.422 loss_cls: 0.004902 loss_box_reg: 0.01078 loss_rpn_cls: 0.0003289 loss_rpn_loc: 0.0006746 loss_D_img_s: 0.6762 loss_cls_pseudo: 0.01367 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0008867 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7065 time: 1.0392 last_time: 1.3402 data_time: 0.0089 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 03:36:53] d2.utils.events INFO: eta: 0:21:11 iter: 79019 total_loss: 1.417 loss_cls: 0.004816 loss_box_reg: 0.01248 loss_rpn_cls: 0.000756 loss_rpn_loc: 0.0007576 loss_D_img_s: 0.6568 loss_cls_pseudo: 0.01148 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007456 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7258 time: 1.0392 last_time: 1.2489 data_time: 0.0091 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 03:37:18] d2.utils.events INFO: eta: 0:20:43 iter: 79039 total_loss: 1.425 loss_cls: 0.004077 loss_box_reg: 0.01404 loss_rpn_cls: 0.0007693 loss_rpn_loc: 0.001035 loss_D_img_s: 0.6531 loss_cls_pseudo: 0.01603 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7305 time: 1.0393 last_time: 1.1740 data_time: 0.0076 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 03:37:43] d2.utils.events INFO: eta: 0:20:16 iter: 79059 total_loss: 1.429 loss_cls: 0.004634 loss_box_reg: 0.01173 loss_rpn_cls: 0.0004193 loss_rpn_loc: 0.001238 loss_D_img_s: 0.6858 loss_cls_pseudo: 0.01682 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002057 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6993 time: 1.0393 last_time: 1.4765 data_time: 0.0078 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 03:38:09] d2.utils.events INFO: eta: 0:19:49 iter: 79079 total_loss: 1.429 loss_cls: 0.003589 loss_box_reg: 0.01377 loss_rpn_cls: 0.0006697 loss_rpn_loc: 0.0009619 loss_D_img_s: 0.7134 loss_cls_pseudo: 0.01405 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001867 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6688 time: 1.0394 last_time: 1.2260 data_time: 0.0073 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 03:38:34] d2.utils.events INFO: eta: 0:19:24 iter: 79099 total_loss: 1.433 loss_cls: 0.004944 loss_box_reg: 0.0148 loss_rpn_cls: 0.0009589 loss_rpn_loc: 0.001082 loss_D_img_s: 0.7234 loss_cls_pseudo: 0.0128 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002568 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6649 time: 1.0395 last_time: 1.3421 data_time: 0.0079 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 03:39:00] d2.utils.events INFO: eta: 0:18:59 iter: 79119 total_loss: 1.418 loss_cls: 0.003215 loss_box_reg: 0.01157 loss_rpn_cls: 0.0003921 loss_rpn_loc: 0.0007733 loss_D_img_s: 0.7056 loss_cls_pseudo: 0.01562 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001358 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6803 time: 1.0395 last_time: 1.3754 data_time: 0.0082 last_data_time: 0.0110 lr: 0.01 max_mem: 12687M [03/24 03:39:26] d2.utils.events INFO: eta: 0:18:33 iter: 79139 total_loss: 1.433 loss_cls: 0.004042 loss_box_reg: 0.01284 loss_rpn_cls: 0.0003046 loss_rpn_loc: 0.001183 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.01795 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003107 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6882 time: 1.0396 last_time: 1.3435 data_time: 0.0080 last_data_time: 0.0081 lr: 0.01 max_mem: 12687M [03/24 03:39:52] d2.utils.events INFO: eta: 0:18:07 iter: 79159 total_loss: 1.426 loss_cls: 0.002803 loss_box_reg: 0.01142 loss_rpn_cls: 0.0006276 loss_rpn_loc: 0.0009168 loss_D_img_s: 0.6971 loss_cls_pseudo: 0.01776 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001429 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6889 time: 1.0396 last_time: 1.5378 data_time: 0.0090 last_data_time: 0.0107 lr: 0.01 max_mem: 12687M [03/24 03:40:17] d2.utils.events INFO: eta: 0:17:41 iter: 79179 total_loss: 1.439 loss_cls: 0.004632 loss_box_reg: 0.01428 loss_rpn_cls: 0.0009961 loss_rpn_loc: 0.001843 loss_D_img_s: 0.6963 loss_cls_pseudo: 0.01695 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001722 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6935 time: 1.0397 last_time: 1.4879 data_time: 0.0081 last_data_time: 0.0099 lr: 0.01 max_mem: 12687M [03/24 03:40:42] d2.utils.events INFO: eta: 0:17:15 iter: 79199 total_loss: 1.42 loss_cls: 0.00344 loss_box_reg: 0.01317 loss_rpn_cls: 0.0002399 loss_rpn_loc: 0.001036 loss_D_img_s: 0.6998 loss_cls_pseudo: 0.01355 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002012 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6862 time: 1.0398 last_time: 1.1245 data_time: 0.0079 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:41:08] d2.utils.events INFO: eta: 0:16:49 iter: 79219 total_loss: 1.425 loss_cls: 0.003662 loss_box_reg: 0.01148 loss_rpn_cls: 0.0003403 loss_rpn_loc: 0.000999 loss_D_img_s: 0.6937 loss_cls_pseudo: 0.01837 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002292 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6923 time: 1.0398 last_time: 1.3389 data_time: 0.0075 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:41:34] d2.utils.events INFO: eta: 0:16:24 iter: 79239 total_loss: 1.432 loss_cls: 0.00438 loss_box_reg: 0.01124 loss_rpn_cls: 0.0004161 loss_rpn_loc: 0.0008853 loss_D_img_s: 0.6693 loss_cls_pseudo: 0.01988 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003688 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7124 time: 1.0399 last_time: 1.4151 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 03:41:59] d2.utils.events INFO: eta: 0:15:56 iter: 79259 total_loss: 1.426 loss_cls: 0.006126 loss_box_reg: 0.01429 loss_rpn_cls: 0.0007674 loss_rpn_loc: 0.000954 loss_D_img_s: 0.6573 loss_cls_pseudo: 0.01559 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002753 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7254 time: 1.0399 last_time: 1.3017 data_time: 0.0081 last_data_time: 0.0071 lr: 0.01 max_mem: 12687M [03/24 03:42:26] d2.utils.events INFO: eta: 0:15:32 iter: 79279 total_loss: 1.421 loss_cls: 0.005593 loss_box_reg: 0.01158 loss_rpn_cls: 0.000531 loss_rpn_loc: 0.0009431 loss_D_img_s: 0.6662 loss_cls_pseudo: 0.01201 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.0007473 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7193 time: 1.0400 last_time: 1.1498 data_time: 0.0081 last_data_time: 0.0074 lr: 0.01 max_mem: 12687M [03/24 03:42:51] d2.utils.events INFO: eta: 0:15:05 iter: 79299 total_loss: 1.425 loss_cls: 0.003132 loss_box_reg: 0.01237 loss_rpn_cls: 0.0006341 loss_rpn_loc: 0.001023 loss_D_img_s: 0.6839 loss_cls_pseudo: 0.01104 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001151 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7021 time: 1.0401 last_time: 1.4003 data_time: 0.0075 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 03:43:17] d2.utils.events INFO: eta: 0:14:40 iter: 79319 total_loss: 1.428 loss_cls: 0.004158 loss_box_reg: 0.01241 loss_rpn_cls: 0.0005133 loss_rpn_loc: 0.0009412 loss_D_img_s: 0.7061 loss_cls_pseudo: 0.01143 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001662 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6834 time: 1.0401 last_time: 1.1431 data_time: 0.0088 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 03:43:44] d2.utils.events INFO: eta: 0:14:14 iter: 79339 total_loss: 1.425 loss_cls: 0.004178 loss_box_reg: 0.01169 loss_rpn_cls: 0.000416 loss_rpn_loc: 0.0009094 loss_D_img_s: 0.7189 loss_cls_pseudo: 0.01381 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002054 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6644 time: 1.0402 last_time: 1.9541 data_time: 0.0080 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 03:44:20] d2.utils.events INFO: eta: 0:13:50 iter: 79359 total_loss: 1.432 loss_cls: 0.004276 loss_box_reg: 0.01364 loss_rpn_cls: 0.0006295 loss_rpn_loc: 0.0008054 loss_D_img_s: 0.7306 loss_cls_pseudo: 0.02065 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00198 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6533 time: 1.0404 last_time: 1.6890 data_time: 0.0076 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 03:44:44] d2.utils.events INFO: eta: 0:13:24 iter: 79379 total_loss: 1.426 loss_cls: 0.002993 loss_box_reg: 0.01054 loss_rpn_cls: 0.0003654 loss_rpn_loc: 0.0009312 loss_D_img_s: 0.7086 loss_cls_pseudo: 0.01982 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001398 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6765 time: 1.0404 last_time: 1.4208 data_time: 0.0076 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 03:45:10] d2.utils.events INFO: eta: 0:12:58 iter: 79399 total_loss: 1.428 loss_cls: 0.004612 loss_box_reg: 0.01232 loss_rpn_cls: 0.0006177 loss_rpn_loc: 0.001023 loss_D_img_s: 0.673 loss_cls_pseudo: 0.009196 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001425 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7057 time: 1.0405 last_time: 1.3259 data_time: 0.0081 last_data_time: 0.0098 lr: 0.01 max_mem: 12687M [03/24 03:45:35] d2.utils.events INFO: eta: 0:12:32 iter: 79419 total_loss: 1.428 loss_cls: 0.003527 loss_box_reg: 0.01084 loss_rpn_cls: 0.0003612 loss_rpn_loc: 0.0007707 loss_D_img_s: 0.668 loss_cls_pseudo: 0.01519 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001047 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7066 time: 1.0406 last_time: 1.1701 data_time: 0.0075 last_data_time: 0.0070 lr: 0.01 max_mem: 12687M [03/24 03:46:01] d2.utils.events INFO: eta: 0:12:07 iter: 79439 total_loss: 1.439 loss_cls: 0.003809 loss_box_reg: 0.01184 loss_rpn_cls: 0.0005506 loss_rpn_loc: 0.0009554 loss_D_img_s: 0.6838 loss_cls_pseudo: 0.02364 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004653 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7004 time: 1.0406 last_time: 1.1426 data_time: 0.0084 last_data_time: 0.0064 lr: 0.01 max_mem: 12687M [03/24 03:46:26] d2.utils.events INFO: eta: 0:11:41 iter: 79459 total_loss: 1.447 loss_cls: 0.00491 loss_box_reg: 0.01516 loss_rpn_cls: 0.0005608 loss_rpn_loc: 0.0008808 loss_D_img_s: 0.6958 loss_cls_pseudo: 0.0256 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002942 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.691 time: 1.0407 last_time: 1.5207 data_time: 0.0078 last_data_time: 0.0105 lr: 0.01 max_mem: 12687M [03/24 03:46:52] d2.utils.events INFO: eta: 0:11:14 iter: 79479 total_loss: 1.429 loss_cls: 0.004385 loss_box_reg: 0.01215 loss_rpn_cls: 0.0005371 loss_rpn_loc: 0.0007991 loss_D_img_s: 0.6948 loss_cls_pseudo: 0.02087 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002916 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6874 time: 1.0407 last_time: 1.5229 data_time: 0.0081 last_data_time: 0.0094 lr: 0.01 max_mem: 12687M [03/24 03:47:18] d2.utils.events INFO: eta: 0:10:49 iter: 79499 total_loss: 1.44 loss_cls: 0.005851 loss_box_reg: 0.01553 loss_rpn_cls: 0.0007168 loss_rpn_loc: 0.00112 loss_D_img_s: 0.6932 loss_cls_pseudo: 0.01993 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003865 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6837 time: 1.0408 last_time: 1.1656 data_time: 0.0078 last_data_time: 0.0087 lr: 0.01 max_mem: 12687M [03/24 03:47:44] d2.utils.events INFO: eta: 0:10:23 iter: 79519 total_loss: 1.419 loss_cls: 0.004397 loss_box_reg: 0.01328 loss_rpn_cls: 0.0006248 loss_rpn_loc: 0.0009808 loss_D_img_s: 0.7074 loss_cls_pseudo: 0.01724 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002646 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.674 time: 1.0409 last_time: 1.1541 data_time: 0.0081 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:48:09] d2.utils.events INFO: eta: 0:09:57 iter: 79539 total_loss: 1.435 loss_cls: 0.005796 loss_box_reg: 0.01519 loss_rpn_cls: 0.00126 loss_rpn_loc: 0.000992 loss_D_img_s: 0.7311 loss_cls_pseudo: 0.01277 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001701 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6545 time: 1.0409 last_time: 1.3765 data_time: 0.0080 last_data_time: 0.0067 lr: 0.01 max_mem: 12687M [03/24 03:48:35] d2.utils.events INFO: eta: 0:09:30 iter: 79559 total_loss: 1.442 loss_cls: 0.004488 loss_box_reg: 0.01451 loss_rpn_cls: 0.0005344 loss_rpn_loc: 0.001057 loss_D_img_s: 0.6902 loss_cls_pseudo: 0.01692 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003357 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6904 time: 1.0410 last_time: 1.1758 data_time: 0.0083 last_data_time: 0.0065 lr: 0.01 max_mem: 12687M [03/24 03:49:00] d2.utils.events INFO: eta: 0:09:05 iter: 79579 total_loss: 1.433 loss_cls: 0.003198 loss_box_reg: 0.00939 loss_rpn_cls: 0.0006897 loss_rpn_loc: 0.0008566 loss_D_img_s: 0.6667 loss_cls_pseudo: 0.01684 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00351 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7187 time: 1.0410 last_time: 1.2945 data_time: 0.0077 last_data_time: 0.0090 lr: 0.01 max_mem: 12687M [03/24 03:49:26] d2.utils.events INFO: eta: 0:08:39 iter: 79599 total_loss: 1.423 loss_cls: 0.00451 loss_box_reg: 0.01407 loss_rpn_cls: 0.0006525 loss_rpn_loc: 0.001012 loss_D_img_s: 0.6471 loss_cls_pseudo: 0.01307 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002217 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.732 time: 1.0411 last_time: 1.3345 data_time: 0.0078 last_data_time: 0.0088 lr: 0.01 max_mem: 12687M [03/24 03:49:51] d2.utils.events INFO: eta: 0:08:12 iter: 79619 total_loss: 1.416 loss_cls: 0.003889 loss_box_reg: 0.01213 loss_rpn_cls: 0.0003447 loss_rpn_loc: 0.001031 loss_D_img_s: 0.6632 loss_cls_pseudo: 0.009187 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001264 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7202 time: 1.0412 last_time: 1.2956 data_time: 0.0084 last_data_time: 0.0076 lr: 0.01 max_mem: 12687M [03/24 03:50:16] d2.utils.events INFO: eta: 0:07:47 iter: 79639 total_loss: 1.432 loss_cls: 0.005127 loss_box_reg: 0.01387 loss_rpn_cls: 0.0006941 loss_rpn_loc: 0.0009682 loss_D_img_s: 0.6954 loss_cls_pseudo: 0.01766 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003766 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6927 time: 1.0412 last_time: 1.3031 data_time: 0.0081 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 03:50:41] d2.utils.events INFO: eta: 0:07:21 iter: 79659 total_loss: 1.427 loss_cls: 0.003843 loss_box_reg: 0.01181 loss_rpn_cls: 0.0004595 loss_rpn_loc: 0.0008861 loss_D_img_s: 0.7167 loss_cls_pseudo: 0.0234 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004372 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6598 time: 1.0413 last_time: 1.3035 data_time: 0.0078 last_data_time: 0.0060 lr: 0.01 max_mem: 12687M [03/24 03:51:07] d2.utils.events INFO: eta: 0:06:55 iter: 79679 total_loss: 1.439 loss_cls: 0.005164 loss_box_reg: 0.0132 loss_rpn_cls: 0.0004757 loss_rpn_loc: 0.0009448 loss_D_img_s: 0.744 loss_cls_pseudo: 0.01681 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001428 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6399 time: 1.0413 last_time: 1.1607 data_time: 0.0083 last_data_time: 0.0095 lr: 0.01 max_mem: 12687M [03/24 03:51:34] d2.utils.events INFO: eta: 0:06:29 iter: 79699 total_loss: 1.429 loss_cls: 0.003517 loss_box_reg: 0.01169 loss_rpn_cls: 0.0004065 loss_rpn_loc: 0.001144 loss_D_img_s: 0.693 loss_cls_pseudo: 0.01856 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001592 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6866 time: 1.0414 last_time: 1.3285 data_time: 0.0079 last_data_time: 0.0066 lr: 0.01 max_mem: 12687M [03/24 03:52:00] d2.utils.events INFO: eta: 0:06:03 iter: 79719 total_loss: 1.414 loss_cls: 0.003692 loss_box_reg: 0.01396 loss_rpn_cls: 0.0005345 loss_rpn_loc: 0.00122 loss_D_img_s: 0.6637 loss_cls_pseudo: 0.01464 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002277 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7107 time: 1.0415 last_time: 1.1754 data_time: 0.0075 last_data_time: 0.0072 lr: 0.01 max_mem: 12687M [03/24 03:52:27] d2.utils.events INFO: eta: 0:05:37 iter: 79739 total_loss: 1.425 loss_cls: 0.004309 loss_box_reg: 0.01197 loss_rpn_cls: 0.0005303 loss_rpn_loc: 0.001099 loss_D_img_s: 0.6662 loss_cls_pseudo: 0.01454 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002013 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7146 time: 1.0415 last_time: 1.1835 data_time: 0.0083 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 03:52:51] d2.utils.events INFO: eta: 0:05:11 iter: 79759 total_loss: 1.425 loss_cls: 0.00473 loss_box_reg: 0.01276 loss_rpn_cls: 0.0003754 loss_rpn_loc: 0.001026 loss_D_img_s: 0.6884 loss_cls_pseudo: 0.01293 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00316 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6944 time: 1.0416 last_time: 1.3189 data_time: 0.0078 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 03:53:18] d2.utils.events INFO: eta: 0:04:45 iter: 79779 total_loss: 1.431 loss_cls: 0.004611 loss_box_reg: 0.01227 loss_rpn_cls: 0.0008667 loss_rpn_loc: 0.001077 loss_D_img_s: 0.7014 loss_cls_pseudo: 0.01438 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00223 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6824 time: 1.0417 last_time: 1.2820 data_time: 0.0075 last_data_time: 0.0103 lr: 0.01 max_mem: 12687M [03/24 03:53:44] d2.utils.events INFO: eta: 0:04:19 iter: 79799 total_loss: 1.43 loss_cls: 0.00414 loss_box_reg: 0.0122 loss_rpn_cls: 0.0002986 loss_rpn_loc: 0.0008589 loss_D_img_s: 0.7096 loss_cls_pseudo: 0.01402 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002458 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6797 time: 1.0417 last_time: 1.3447 data_time: 0.0081 last_data_time: 0.0091 lr: 0.01 max_mem: 12687M [03/24 03:54:09] d2.utils.events INFO: eta: 0:03:53 iter: 79819 total_loss: 1.431 loss_cls: 0.0033 loss_box_reg: 0.01086 loss_rpn_cls: 0.0004266 loss_rpn_loc: 0.00116 loss_D_img_s: 0.7061 loss_cls_pseudo: 0.02561 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.005315 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6787 time: 1.0418 last_time: 1.1594 data_time: 0.0079 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 03:54:34] d2.utils.events INFO: eta: 0:03:27 iter: 79839 total_loss: 1.425 loss_cls: 0.003329 loss_box_reg: 0.01444 loss_rpn_cls: 0.0003159 loss_rpn_loc: 0.001042 loss_D_img_s: 0.7 loss_cls_pseudo: 0.0142 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002195 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6859 time: 1.0418 last_time: 1.1729 data_time: 0.0080 last_data_time: 0.0068 lr: 0.01 max_mem: 12687M [03/24 03:55:00] d2.utils.events INFO: eta: 0:03:01 iter: 79859 total_loss: 1.436 loss_cls: 0.005926 loss_box_reg: 0.01597 loss_rpn_cls: 0.0007656 loss_rpn_loc: 0.001135 loss_D_img_s: 0.6811 loss_cls_pseudo: 0.0159 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002908 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7013 time: 1.0419 last_time: 1.3353 data_time: 0.0081 last_data_time: 0.0083 lr: 0.01 max_mem: 12687M [03/24 03:55:25] d2.utils.events INFO: eta: 0:02:36 iter: 79879 total_loss: 1.42 loss_cls: 0.004235 loss_box_reg: 0.01259 loss_rpn_cls: 0.0003449 loss_rpn_loc: 0.000954 loss_D_img_s: 0.6432 loss_cls_pseudo: 0.01546 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.00135 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7316 time: 1.0420 last_time: 1.3256 data_time: 0.0078 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 03:55:51] d2.utils.events INFO: eta: 0:02:10 iter: 79899 total_loss: 1.447 loss_cls: 0.005835 loss_box_reg: 0.01374 loss_rpn_cls: 0.0006981 loss_rpn_loc: 0.001169 loss_D_img_s: 0.6474 loss_cls_pseudo: 0.0312 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.003492 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.7419 time: 1.0420 last_time: 1.2830 data_time: 0.0080 last_data_time: 0.0069 lr: 0.01 max_mem: 12687M [03/24 03:56:17] d2.utils.events INFO: eta: 0:01:44 iter: 79919 total_loss: 1.424 loss_cls: 0.004136 loss_box_reg: 0.01181 loss_rpn_cls: 0.0006678 loss_rpn_loc: 0.0009666 loss_D_img_s: 0.6795 loss_cls_pseudo: 0.01832 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.007147 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.702 time: 1.0421 last_time: 1.4852 data_time: 0.0086 last_data_time: 0.0148 lr: 0.01 max_mem: 12687M [03/24 03:56:43] d2.utils.events INFO: eta: 0:01:18 iter: 79939 total_loss: 1.423 loss_cls: 0.004775 loss_box_reg: 0.01219 loss_rpn_cls: 0.001231 loss_rpn_loc: 0.0009614 loss_D_img_s: 0.7015 loss_cls_pseudo: 0.01192 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001945 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6831 time: 1.0422 last_time: 1.3800 data_time: 0.0081 last_data_time: 0.0063 lr: 0.01 max_mem: 12687M [03/24 03:57:09] d2.utils.events INFO: eta: 0:00:52 iter: 79959 total_loss: 1.429 loss_cls: 0.005933 loss_box_reg: 0.01563 loss_rpn_cls: 0.0006117 loss_rpn_loc: 0.0009498 loss_D_img_s: 0.7099 loss_cls_pseudo: 0.01041 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.001391 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6716 time: 1.0422 last_time: 1.3335 data_time: 0.0084 last_data_time: 0.0080 lr: 0.01 max_mem: 12687M [03/24 03:57:35] d2.utils.events INFO: eta: 0:00:26 iter: 79979 total_loss: 1.444 loss_cls: 0.003644 loss_box_reg: 0.01204 loss_rpn_cls: 0.000417 loss_rpn_loc: 0.0007892 loss_D_img_s: 0.7115 loss_cls_pseudo: 0.02052 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.004565 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6736 time: 1.0423 last_time: 1.1420 data_time: 0.0088 last_data_time: 0.0075 lr: 0.01 max_mem: 12687M [03/24 03:58:00] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_0079999.pth [03/24 03:58:01] fvcore.common.checkpoint INFO: Saving checkpoint to /DATA/Rajes/Research/output_cat/source_rsna/model_final.pth [03/24 03:58:02] d2.utils.events INFO: eta: 0:00:00 iter: 79999 total_loss: 1.432 loss_cls: 0.005232 loss_box_reg: 0.01637 loss_rpn_cls: 0.0009672 loss_rpn_loc: 0.001066 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.01559 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 1.0423 last_time: 1.2933 data_time: 0.0076 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M [03/24 03:58:02] d2.engine.hooks INFO: Overall training speed: 79997 iterations in 23:09:44 (1.0423 s / it) [03/24 03:58:02] d2.engine.hooks INFO: Total training time: 1 day, 0:54:04 (1:44:19 on hooks) [03/24 03:58:02] d2.data.common INFO: Serializing the dataset using: [03/24 03:58:02] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 03:58:02] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 03:58:02] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 03:58:02] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 03:58:03] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0055 s/iter. Inference: 0.1124 s/iter. Eval: 0.0002 s/iter. Total: 0.1181 s/iter. ETA=0:00:47 [03/24 03:58:09] d2.evaluation.evaluator INFO: Inference done 62/410. Dataloading: 0.0053 s/iter. Inference: 0.0963 s/iter. Eval: 0.0002 s/iter. Total: 0.1019 s/iter. ETA=0:00:35 [03/24 03:58:14] d2.evaluation.evaluator INFO: Inference done 113/410. Dataloading: 0.0042 s/iter. Inference: 0.0956 s/iter. Eval: 0.0003 s/iter. Total: 0.1001 s/iter. ETA=0:00:29 [03/24 03:58:19] d2.evaluation.evaluator INFO: Inference done 165/410. Dataloading: 0.0038 s/iter. Inference: 0.0951 s/iter. Eval: 0.0002 s/iter. Total: 0.0991 s/iter. ETA=0:00:24 [03/24 03:58:24] d2.evaluation.evaluator INFO: Inference done 218/410. Dataloading: 0.0039 s/iter. Inference: 0.0940 s/iter. Eval: 0.0002 s/iter. Total: 0.0982 s/iter. ETA=0:00:18 [03/24 03:58:29] d2.evaluation.evaluator INFO: Inference done 266/410. Dataloading: 0.0042 s/iter. Inference: 0.0949 s/iter. Eval: 0.0002 s/iter. Total: 0.0994 s/iter. ETA=0:00:14 [03/24 03:58:34] d2.evaluation.evaluator INFO: Inference done 318/410. Dataloading: 0.0042 s/iter. Inference: 0.0945 s/iter. Eval: 0.0003 s/iter. Total: 0.0991 s/iter. ETA=0:00:09 [03/24 03:58:39] d2.evaluation.evaluator INFO: Inference done 367/410. Dataloading: 0.0041 s/iter. Inference: 0.0951 s/iter. Eval: 0.0002 s/iter. Total: 0.0995 s/iter. ETA=0:00:04 [03/24 03:58:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:40.232136 (0.099339 s / iter per device, on 1 devices) [03/24 03:58:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:38 (0.094571 s / iter per device, on 1 devices) [03/24 03:58:43] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 03:58:43] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 03:58:43] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 03:58:43] d2.evaluation.testing INFO: copypaste: 1.1643,5.9268,0.0000 [03/24 03:58:43] d2.data.common INFO: Serializing the dataset using: [03/24 03:58:43] d2.data.common INFO: Serializing 410 elements to byte tensors and concatenating them all ... [03/24 03:58:43] d2.data.common INFO: Serialized dataset takes 0.18 MiB [03/24 03:58:43] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/24 03:58:43] d2.evaluation.evaluator INFO: Start inference on 410 batches [03/24 03:58:45] d2.evaluation.evaluator INFO: Inference done 11/410. Dataloading: 0.0024 s/iter. Inference: 0.0964 s/iter. Eval: 0.0003 s/iter. Total: 0.0990 s/iter. ETA=0:00:39 [03/24 03:58:50] d2.evaluation.evaluator INFO: Inference done 55/410. Dataloading: 0.0028 s/iter. Inference: 0.1088 s/iter. Eval: 0.0005 s/iter. Total: 0.1122 s/iter. ETA=0:00:39 [03/24 03:58:55] d2.evaluation.evaluator INFO: Inference done 96/410. Dataloading: 0.0036 s/iter. Inference: 0.1132 s/iter. Eval: 0.0005 s/iter. Total: 0.1174 s/iter. ETA=0:00:36 [03/24 03:59:00] d2.evaluation.evaluator INFO: Inference done 143/410. Dataloading: 0.0030 s/iter. Inference: 0.1105 s/iter. Eval: 0.0004 s/iter. Total: 0.1141 s/iter. ETA=0:00:30 [03/24 03:59:05] d2.evaluation.evaluator INFO: Inference done 186/410. Dataloading: 0.0037 s/iter. Inference: 0.1105 s/iter. Eval: 0.0004 s/iter. Total: 0.1147 s/iter. ETA=0:00:25 [03/24 03:59:10] d2.evaluation.evaluator INFO: Inference done 233/410. Dataloading: 0.0040 s/iter. Inference: 0.1088 s/iter. Eval: 0.0004 s/iter. Total: 0.1133 s/iter. ETA=0:00:20 [03/24 03:59:15] d2.evaluation.evaluator INFO: Inference done 277/410. Dataloading: 0.0038 s/iter. Inference: 0.1091 s/iter. Eval: 0.0003 s/iter. Total: 0.1134 s/iter. ETA=0:00:15 [03/24 03:59:20] d2.evaluation.evaluator INFO: Inference done 324/410. Dataloading: 0.0036 s/iter. Inference: 0.1087 s/iter. Eval: 0.0003 s/iter. Total: 0.1126 s/iter. ETA=0:00:09 [03/24 03:59:25] d2.evaluation.evaluator INFO: Inference done 370/410. Dataloading: 0.0036 s/iter. Inference: 0.1082 s/iter. Eval: 0.0003 s/iter. Total: 0.1123 s/iter. ETA=0:00:04 [03/24 03:59:29] d2.evaluation.evaluator INFO: Total inference time: 0:00:45.216764 (0.111646 s / iter per device, on 1 devices) [03/24 03:59:29] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:43 (0.107362 s / iter per device, on 1 devices) [03/24 03:59:30] d2.engine.defaults INFO: Evaluation results for VOC2007_inb_test in csv format: [03/24 03:59:30] d2.evaluation.testing INFO: copypaste: Task: bbox [03/24 03:59:30] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75 [03/24 03:59:30] d2.evaluation.testing INFO: copypaste: 0.9939,5.7347,0.0000 [03/24 03:59:30] d2.utils.events INFO: eta: 0:00:00 iter: 79999 total_loss: 1.432 loss_cls: 0.005232 loss_box_reg: 0.01637 loss_rpn_cls: 0.0009672 loss_rpn_loc: 0.001066 loss_D_img_s: 0.6929 loss_cls_pseudo: 0.01559 loss_box_reg_pseudo: 0 loss_rpn_cls_pseudo: 0.002847 loss_rpn_loc_pseudo: 0 loss_D_img_t: 0.6905 time: 1.0423 last_time: 1.2933 data_time: 0.0076 last_data_time: 0.0085 lr: 0.01 max_mem: 12687M