Command Line Args: Namespace(config_file='config/mask_rcnn_R_50_FPN_NYU.yaml', dist_url='tcp://127.0.0.1:64044', eval_only=False, machine_rank=0, num_gpus=1, num_machines=1, opts=['MODEL.WEIGHTS', '/checkpoint/jihou/clip3d/insseg/pretrain/imagenet_mocov2_r50lr003.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_nyu_imagenetmoco'], resume=False) [03/14 08:54:58 detectron2]: Rank of current process: 0. World size: 1 [03/14 08:54:59 detectron2]: Environment info: ---------------------- ---------------------------------------------------------------------------------------------------------------------- sys.platform linux Python 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0] numpy 1.19.2 detectron2 0.3 @/private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2 Compiler GCC 9.3 CUDA compiler not available detectron2 arch flags /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/_C.cpython-38-x86_64-linux-gnu.so DETECTRON2_ENV_MODULE PyTorch 1.7.1 @/private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/torch PyTorch debug build False GPU available True GPU 0 Tesla V100-SXM2-32GB (arch=7.0) CUDA_HOME None - invalid! Pillow 8.1.0 torchvision 0.8.2 @/private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/torchvision torchvision arch flags /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/torchvision/_C.so fvcore 0.1.3.post20210220 cv2 4.4.0 ---------------------- ---------------------------------------------------------------------------------------------------------------------- PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v1.6.0 (Git Hash 5ef631a030a6f73131c77892041042805a06064f) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 10.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.5 - Magma 2.5.2 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_VULKAN_WRAPPER -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, [03/14 08:54:59 detectron2]: Command line arguments: Namespace(config_file='config/mask_rcnn_R_50_FPN_NYU.yaml', dist_url='tcp://127.0.0.1:64044', eval_only=False, machine_rank=0, num_gpus=1, num_machines=1, opts=['MODEL.WEIGHTS', '/checkpoint/jihou/clip3d/insseg/pretrain/imagenet_mocov2_r50lr003.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_nyu_imagenetmoco'], resume=False) [03/14 08:54:59 detectron2]: Contents of args.config_file=config/mask_rcnn_R_50_FPN_NYU.yaml: _BASE_: "Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" MASK_ON: True RESNETS: DEPTH: 50 ROI_HEADS: BATCH_SIZE_PER_IMAGE: 32 NUM_CLASSES: 18 SCORE_THRESH_TEST: 0.5 DATASETS: TRAIN: ("nyu_train",) TEST: ("nyu_val",) TEST: EVAL_PERIOD: 5000 SOLVER: IMS_PER_BATCH: 2 BASE_LR: 0.0025 OUTPUT_DIR: "/checkpoint/jihou/insseg_/" [03/14 08:54:59 detectron2]: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('nyu_val',) TRAIN: ('nyu_train',) 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: (640, 672, 704, 736, 768, 800) MIN_SIZE_TRAIN_SAMPLING: choice RANDOM_FLIP: horizontal 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_resnet_fpn_backbone DEVICE: cuda FPN: FUSE_TYPE: sum IN_FEATURES: ['res2', 'res3', 'res4', 'res5'] NORM: OUT_CHANNELS: 256 KEYPOINT_ON: False LOAD_PROPOSALS: False MASK_ON: True META_ARCHITECTURE: GeneralizedRCNN 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: [103.53, 116.28, 123.675] PIXEL_STD: [1.0, 1.0, 1.0] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 50 NORM: FrozenBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] 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: (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: ((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: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: False CONV_DIM: 256 FC_DIM: 1024 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 ROI_HEADS: BATCH_SIZE_PER_IMAGE: 32 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: StandardROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 18 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.5 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: 4 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: (1.0, 1.0, 1.0, 1.0) BOUNDARY_THRESH: -1 HEAD_NAME: StandardRPNHead IN_FEATURES: ['p2', 'p3', 'p4', 'p5', 'p6'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.3, 0.7] LOSS_WEIGHT: 1.0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOPK_TEST: 1000 POST_NMS_TOPK_TRAIN: 1000 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 2000 SMOOTH_L1_BETA: 0.0 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: /checkpoint/jihou/clip3d/insseg/pretrain/imagenet_mocov2_r50lr003.pkl OUTPUT_DIR: /checkpoint/jihou/insseg_nyu_imagenetmoco SEED: -1 SOLVER: AMP: ENABLED: False BASE_LR: 0.0025 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: False NORM_TYPE: 2.0 GAMMA: 0.1 IMS_PER_BATCH: 2 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 NESTEROV: False REFERENCE_WORLD_SIZE: 0 STEPS: (60000, 80000) WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0.0001 WEIGHT_DECAY_NORM: 0.0 TEST: AUG: ENABLED: False FLIP: True MAX_SIZE: 4000 MIN_SIZES: (400, 500, 600, 700, 800, 900, 1000, 1100, 1200) DETECTIONS_PER_IMAGE: 100 EVAL_PERIOD: 5000 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: False NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [03/14 08:54:59 detectron2]: Full config saved to /checkpoint/jihou/insseg_nyu_imagenetmoco/config.yaml [03/14 08:54:59 d2.utils.env]: Using a generated random seed 60626458 [03/14 08:55:05 d2.engine.defaults]: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral3): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral4): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output4): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral5): Conv2d(2048, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output5): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1): Conv2d( 3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv1): Conv2d( 64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) ) (res3): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) ) ) ) (proposal_generator): RPN( (rpn_head): StandardRPNHead( (conv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (objectness_logits): Conv2d(256, 3, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(256, 12, kernel_size=(1, 1), stride=(1, 1)) ) (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) ) (roi_heads): StandardROIHeads( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(7, 7), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(7, 7), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): 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=12544, 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=19, bias=True) (bbox_pred): Linear(in_features=1024, out_features=72, bias=True) ) (mask_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(14, 14), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(14, 14), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(14, 14), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(14, 14), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (mask_head): MaskRCNNConvUpsampleHead( (mask_fcn1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (mask_fcn2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (mask_fcn3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (mask_fcn4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (deconv): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2)) (deconv_relu): ReLU() (predictor): Conv2d(256, 18, kernel_size=(1, 1), stride=(1, 1)) ) ) ) [03/14 08:55:07 d2.data.datasets.coco]: Loading dataset/nyu_train.coco.json takes 1.69 seconds. [03/14 08:55:07 d2.data.datasets.coco]: Loaded 788 images in COCO format from dataset/nyu_train.coco.json [03/14 08:55:07 d2.data.build]: Removed 0 images with no usable annotations. 788 images left. [03/14 08:55:07 d2.data.build]: Distribution of instances among all 9 categories: | category | #instances | category | #instances | category | #instances | |:----------:|:-------------|:----------:|:-------------|:----------:|:-------------| | bed | 189 | books | 292 | chair | 1016 | | furniture | 1303 | painting | 800 | sofa | 243 | | table | 512 | tv | 81 | window | 560 | | | | | | | | | total | 4996 | | | | | [03/14 08:55:07 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [03/14 08:55:07 d2.data.build]: Using training sampler TrainingSampler [03/14 08:55:07 d2.data.common]: Serializing 788 elements to byte tensors and concatenating them all ... [03/14 08:55:07 d2.data.common]: Serialized dataset takes 74.88 MiB [03/14 08:55:08 fvcore.common.checkpoint]: Loading checkpoint from /checkpoint/jihou/clip3d/insseg/pretrain/imagenet_mocov2_r50lr003.pkl [03/14 08:55:08 fvcore.common.checkpoint]: Reading a file from 'MOCO' [03/14 08:55:08 d2.checkpoint.c2_model_loading]: Following weights matched with submodule backbone.bottom_up: | Names in Model | Names in Checkpoint | Shapes | |:------------------|:----------------------------------------------------------------------------------|:------------------------------------------------| | res2.0.conv1.* | res2.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,1,1) | | res2.0.conv2.* | res2.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,3,3) | | res2.0.conv3.* | res2.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res2.0.shortcut.* | res2.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res2.1.conv1.* | res2.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,256,1,1) | | res2.1.conv2.* | res2.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,3,3) | | res2.1.conv3.* | res2.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res2.2.conv1.* | res2.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,256,1,1) | | res2.2.conv2.* | res2.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,3,3) | | res2.2.conv3.* | res2.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res3.0.conv1.* | res3.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,256,1,1) | | res3.0.conv2.* | res3.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.0.conv3.* | res3.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res3.0.shortcut.* | res3.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,256,1,1) | | res3.1.conv1.* | res3.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,512,1,1) | | res3.1.conv2.* | res3.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.1.conv3.* | res3.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res3.2.conv1.* | res3.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,512,1,1) | | res3.2.conv2.* | res3.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.2.conv3.* | res3.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res3.3.conv1.* | res3.3.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,512,1,1) | | res3.3.conv2.* | res3.3.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.3.conv3.* | res3.3.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res4.0.conv1.* | res4.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,512,1,1) | | res4.0.conv2.* | res4.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.0.conv3.* | res4.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.0.shortcut.* | res4.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,512,1,1) | | res4.1.conv1.* | res4.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.1.conv2.* | res4.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.1.conv3.* | res4.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.2.conv1.* | res4.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.2.conv2.* | res4.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.2.conv3.* | res4.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.3.conv1.* | res4.3.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.3.conv2.* | res4.3.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.3.conv3.* | res4.3.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.4.conv1.* | res4.4.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.4.conv2.* | res4.4.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.4.conv3.* | res4.4.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.5.conv1.* | res4.5.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.5.conv2.* | res4.5.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.5.conv3.* | res4.5.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res5.0.conv1.* | res5.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,1024,1,1) | | res5.0.conv2.* | res5.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,512,3,3) | | res5.0.conv3.* | res5.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,512,1,1) | | res5.0.shortcut.* | res5.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,1024,1,1) | | res5.1.conv1.* | res5.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,2048,1,1) | | res5.1.conv2.* | res5.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,512,3,3) | | res5.1.conv3.* | res5.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,512,1,1) | | res5.2.conv1.* | res5.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,2048,1,1) | | res5.2.conv2.* | res5.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,512,3,3) | | res5.2.conv3.* | res5.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,512,1,1) | | stem.conv1.* | stem.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,3,7,7) | [03/14 08:55:08 fvcore.common.checkpoint]: Some model parameters or buffers are not found in the checkpoint: backbone.fpn_lateral2.{bias, weight} backbone.fpn_lateral3.{bias, weight} backbone.fpn_lateral4.{bias, weight} backbone.fpn_lateral5.{bias, weight} backbone.fpn_output2.{bias, weight} backbone.fpn_output3.{bias, weight} backbone.fpn_output4.{bias, weight} backbone.fpn_output5.{bias, weight} proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.anchor_deltas.{bias, weight} proposal_generator.rpn_head.conv.{bias, weight} proposal_generator.rpn_head.objectness_logits.{bias, weight} roi_heads.box_head.fc1.{bias, weight} roi_heads.box_head.fc2.{bias, weight} roi_heads.box_predictor.bbox_pred.{bias, weight} roi_heads.box_predictor.cls_score.{bias, weight} roi_heads.mask_head.deconv.{bias, weight} roi_heads.mask_head.mask_fcn1.{bias, weight} roi_heads.mask_head.mask_fcn2.{bias, weight} roi_heads.mask_head.mask_fcn3.{bias, weight} roi_heads.mask_head.mask_fcn4.{bias, weight} roi_heads.mask_head.predictor.{bias, weight} [03/14 08:55:08 fvcore.common.checkpoint]: The checkpoint state_dict contains keys that are not used by the model: res2.0.conv1.norm.num_batches_tracked res2.0.conv2.norm.num_batches_tracked res2.0.conv3.norm.num_batches_tracked res2.0.shortcut.norm.num_batches_tracked res2.1.conv1.norm.num_batches_tracked res2.1.conv2.norm.num_batches_tracked res2.1.conv3.norm.num_batches_tracked res2.2.conv1.norm.num_batches_tracked res2.2.conv2.norm.num_batches_tracked res2.2.conv3.norm.num_batches_tracked res3.0.conv1.norm.num_batches_tracked res3.0.conv2.norm.num_batches_tracked res3.0.conv3.norm.num_batches_tracked res3.0.shortcut.norm.num_batches_tracked res3.1.conv1.norm.num_batches_tracked res3.1.conv2.norm.num_batches_tracked res3.1.conv3.norm.num_batches_tracked res3.2.conv1.norm.num_batches_tracked res3.2.conv2.norm.num_batches_tracked res3.2.conv3.norm.num_batches_tracked res3.3.conv1.norm.num_batches_tracked res3.3.conv2.norm.num_batches_tracked res3.3.conv3.norm.num_batches_tracked res4.0.conv1.norm.num_batches_tracked res4.0.conv2.norm.num_batches_tracked res4.0.conv3.norm.num_batches_tracked res4.0.shortcut.norm.num_batches_tracked res4.1.conv1.norm.num_batches_tracked res4.1.conv2.norm.num_batches_tracked res4.1.conv3.norm.num_batches_tracked res4.2.conv1.norm.num_batches_tracked res4.2.conv2.norm.num_batches_tracked res4.2.conv3.norm.num_batches_tracked res4.3.conv1.norm.num_batches_tracked res4.3.conv2.norm.num_batches_tracked res4.3.conv3.norm.num_batches_tracked res4.4.conv1.norm.num_batches_tracked res4.4.conv2.norm.num_batches_tracked res4.4.conv3.norm.num_batches_tracked res4.5.conv1.norm.num_batches_tracked res4.5.conv2.norm.num_batches_tracked res4.5.conv3.norm.num_batches_tracked res5.0.conv1.norm.num_batches_tracked res5.0.conv2.norm.num_batches_tracked res5.0.conv3.norm.num_batches_tracked res5.0.shortcut.norm.num_batches_tracked res5.1.conv1.norm.num_batches_tracked res5.1.conv2.norm.num_batches_tracked res5.1.conv3.norm.num_batches_tracked res5.2.conv1.norm.num_batches_tracked res5.2.conv2.norm.num_batches_tracked res5.2.conv3.norm.num_batches_tracked stem.conv1.norm.num_batches_tracked stem.fc.{bias, weight} [03/14 08:55:08 d2.engine.train_loop]: Starting training from iteration 0 [03/14 08:55:20 d2.utils.events]:  eta: 4:25:43 iter: 19 total_loss: 3.768 loss_cls: 1.985 loss_box_reg: 0.4246 loss_mask: 0.6929 loss_rpn_cls: 0.4006 loss_rpn_loc: 0.1163 time: 0.1763 data_time: 0.3694 lr: 4.9952e-05 max_mem: 2341M [03/14 08:55:24 d2.utils.events]:  eta: 4:25:44 iter: 39 total_loss: 3.738 loss_cls: 1.785 loss_box_reg: 0.9617 loss_mask: 0.6818 loss_rpn_cls: 0.2717 loss_rpn_loc: 0.07195 time: 0.1762 data_time: 0.0098 lr: 9.9902e-05 max_mem: 2341M [03/14 08:55:27 d2.utils.events]:  eta: 4:23:51 iter: 59 total_loss: 3.153 loss_cls: 1.213 loss_box_reg: 0.9897 loss_mask: 0.6804 loss_rpn_cls: 0.2274 loss_rpn_loc: 0.06428 time: 0.1765 data_time: 0.0098 lr: 0.00014985 max_mem: 2341M [03/14 08:55:31 d2.utils.events]:  eta: 4:26:08 iter: 79 total_loss: 3.156 loss_cls: 1.217 loss_box_reg: 0.9262 loss_mask: 0.6794 loss_rpn_cls: 0.2257 loss_rpn_loc: 0.07572 time: 0.1775 data_time: 0.0097 lr: 0.0001998 max_mem: 2341M [03/14 08:55:34 d2.utils.events]:  eta: 4:30:49 iter: 99 total_loss: 3.054 loss_cls: 1.041 loss_box_reg: 0.9753 loss_mask: 0.6855 loss_rpn_cls: 0.198 loss_rpn_loc: 0.07179 time: 0.1779 data_time: 0.0103 lr: 0.00024975 max_mem: 2341M [03/14 08:55:38 d2.utils.events]:  eta: 4:26:01 iter: 119 total_loss: 3.145 loss_cls: 1.194 loss_box_reg: 0.9544 loss_mask: 0.6782 loss_rpn_cls: 0.1889 loss_rpn_loc: 0.07216 time: 0.1765 data_time: 0.0098 lr: 0.0002997 max_mem: 2341M [03/14 08:55:41 d2.utils.events]:  eta: 4:27:16 iter: 139 total_loss: 2.971 loss_cls: 1.058 loss_box_reg: 0.92 loss_mask: 0.687 loss_rpn_cls: 0.2002 loss_rpn_loc: 0.09905 time: 0.1768 data_time: 0.0095 lr: 0.00034965 max_mem: 2341M [03/14 08:55:45 d2.utils.events]:  eta: 4:26:16 iter: 159 total_loss: 2.961 loss_cls: 1.039 loss_box_reg: 1.007 loss_mask: 0.671 loss_rpn_cls: 0.1973 loss_rpn_loc: 0.06483 time: 0.1766 data_time: 0.0096 lr: 0.0003996 max_mem: 2341M [03/14 08:55:49 d2.utils.events]:  eta: 4:26:36 iter: 179 total_loss: 2.962 loss_cls: 0.9848 loss_box_reg: 0.9992 loss_mask: 0.6783 loss_rpn_cls: 0.1956 loss_rpn_loc: 0.07601 time: 0.1768 data_time: 0.0105 lr: 0.00044955 max_mem: 2341M [03/14 08:55:52 d2.utils.events]:  eta: 4:26:32 iter: 199 total_loss: 2.875 loss_cls: 1.029 loss_box_reg: 0.9214 loss_mask: 0.6803 loss_rpn_cls: 0.1695 loss_rpn_loc: 0.07211 time: 0.1768 data_time: 0.0092 lr: 0.0004995 max_mem: 2341M [03/14 08:55:56 d2.utils.events]:  eta: 4:24:58 iter: 219 total_loss: 2.907 loss_cls: 0.9997 loss_box_reg: 0.9396 loss_mask: 0.6757 loss_rpn_cls: 0.1868 loss_rpn_loc: 0.08433 time: 0.1763 data_time: 0.0103 lr: 0.00054945 max_mem: 2341M [03/14 08:55:59 d2.utils.events]:  eta: 4:25:53 iter: 239 total_loss: 2.954 loss_cls: 1.034 loss_box_reg: 0.9619 loss_mask: 0.679 loss_rpn_cls: 0.183 loss_rpn_loc: 0.07442 time: 0.1764 data_time: 0.0097 lr: 0.0005994 max_mem: 2341M [03/14 08:56:03 d2.utils.events]:  eta: 4:26:04 iter: 259 total_loss: 2.95 loss_cls: 0.9306 loss_box_reg: 0.9885 loss_mask: 0.6698 loss_rpn_cls: 0.1904 loss_rpn_loc: 0.09935 time: 0.1765 data_time: 0.0095 lr: 0.00064935 max_mem: 2341M [03/14 08:56:06 d2.utils.events]:  eta: 4:25:46 iter: 279 total_loss: 2.976 loss_cls: 1.029 loss_box_reg: 1.014 loss_mask: 0.6804 loss_rpn_cls: 0.1871 loss_rpn_loc: 0.06686 time: 0.1766 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d2.utils.events]:  eta: 4:17:37 iter: 3939 total_loss: 2.124 loss_cls: 0.6809 loss_box_reg: 0.7819 loss_mask: 0.4967 loss_rpn_cls: 0.0591 loss_rpn_loc: 0.06304 time: 0.1777 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:07:05 d2.utils.events]:  eta: 4:17:27 iter: 3959 total_loss: 2.036 loss_cls: 0.704 loss_box_reg: 0.7498 loss_mask: 0.4538 loss_rpn_cls: 0.06324 loss_rpn_loc: 0.06333 time: 0.1778 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:07:09 d2.utils.events]:  eta: 4:17:24 iter: 3979 total_loss: 2.093 loss_cls: 0.7253 loss_box_reg: 0.7765 loss_mask: 0.4849 loss_rpn_cls: 0.06076 loss_rpn_loc: 0.04136 time: 0.1777 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:07:12 d2.utils.events]:  eta: 4:17:26 iter: 3999 total_loss: 2.061 loss_cls: 0.6864 loss_box_reg: 0.7024 loss_mask: 0.4619 loss_rpn_cls: 0.06749 loss_rpn_loc: 0.06564 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:07:16 d2.utils.events]:  eta: 4:17:30 iter: 4019 total_loss: 2.158 loss_cls: 0.7138 loss_box_reg: 0.8382 loss_mask: 0.5001 loss_rpn_cls: 0.06428 loss_rpn_loc: 0.04936 time: 0.1778 data_time: 0.0111 lr: 0.0025 max_mem: 2341M [03/14 09:07:20 d2.utils.events]:  eta: 4:17:22 iter: 4039 total_loss: 2.046 loss_cls: 0.6237 loss_box_reg: 0.8295 loss_mask: 0.5108 loss_rpn_cls: 0.05169 loss_rpn_loc: 0.04599 time: 0.1778 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:07:23 d2.utils.events]:  eta: 4:16:58 iter: 4059 total_loss: 2.072 loss_cls: 0.6497 loss_box_reg: 0.7937 loss_mask: 0.4944 loss_rpn_cls: 0.06084 loss_rpn_loc: 0.05683 time: 0.1778 data_time: 0.0081 lr: 0.0025 max_mem: 2341M [03/14 09:07:27 d2.utils.events]:  eta: 4:16:40 iter: 4079 total_loss: 2.195 loss_cls: 0.7398 loss_box_reg: 0.8039 loss_mask: 0.5093 loss_rpn_cls: 0.06241 loss_rpn_loc: 0.05798 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:07:30 d2.utils.events]:  eta: 4:16:08 iter: 4099 total_loss: 2.033 loss_cls: 0.607 loss_box_reg: 0.8002 loss_mask: 0.491 loss_rpn_cls: 0.0613 loss_rpn_loc: 0.05813 time: 0.1778 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:07:34 d2.utils.events]:  eta: 4:16:05 iter: 4119 total_loss: 2.167 loss_cls: 0.6722 loss_box_reg: 0.7549 loss_mask: 0.479 loss_rpn_cls: 0.06269 loss_rpn_loc: 0.07079 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:07:37 d2.utils.events]:  eta: 4:16:01 iter: 4139 total_loss: 2.29 loss_cls: 0.6799 loss_box_reg: 0.8741 loss_mask: 0.5158 loss_rpn_cls: 0.07153 loss_rpn_loc: 0.06148 time: 0.1778 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:07:41 d2.utils.events]:  eta: 4:15:58 iter: 4159 total_loss: 2.002 loss_cls: 0.6833 loss_box_reg: 0.7477 loss_mask: 0.4816 loss_rpn_cls: 0.0624 loss_rpn_loc: 0.05665 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:07:45 d2.utils.events]:  eta: 4:15:27 iter: 4179 total_loss: 2.091 loss_cls: 0.6857 loss_box_reg: 0.7914 loss_mask: 0.4837 loss_rpn_cls: 0.05635 loss_rpn_loc: 0.05622 time: 0.1778 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:07:48 d2.utils.events]:  eta: 4:15:27 iter: 4199 total_loss: 2.155 loss_cls: 0.6404 loss_box_reg: 0.786 loss_mask: 0.5327 loss_rpn_cls: 0.0736 loss_rpn_loc: 0.05396 time: 0.1778 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:07:52 d2.utils.events]:  eta: 4:15:19 iter: 4219 total_loss: 2.101 loss_cls: 0.687 loss_box_reg: 0.7794 loss_mask: 0.4683 loss_rpn_cls: 0.06328 loss_rpn_loc: 0.06266 time: 0.1778 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:07:55 d2.utils.events]:  eta: 4:15:23 iter: 4239 total_loss: 2.049 loss_cls: 0.6847 loss_box_reg: 0.7865 loss_mask: 0.4861 loss_rpn_cls: 0.05342 loss_rpn_loc: 0.05288 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:07:59 d2.utils.events]:  eta: 4:15:35 iter: 4259 total_loss: 1.933 loss_cls: 0.6492 loss_box_reg: 0.7373 loss_mask: 0.4433 loss_rpn_cls: 0.06292 loss_rpn_loc: 0.04442 time: 0.1778 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:08:03 d2.utils.events]:  eta: 4:15:36 iter: 4279 total_loss: 2.13 loss_cls: 0.6577 loss_box_reg: 0.8141 loss_mask: 0.4854 loss_rpn_cls: 0.05895 loss_rpn_loc: 0.06116 time: 0.1778 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:08:06 d2.utils.events]:  eta: 4:15:37 iter: 4299 total_loss: 2.136 loss_cls: 0.676 loss_box_reg: 0.7911 loss_mask: 0.5043 loss_rpn_cls: 0.05602 loss_rpn_loc: 0.0556 time: 0.1778 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:08:10 d2.utils.events]:  eta: 4:15:25 iter: 4319 total_loss: 2.091 loss_cls: 0.674 loss_box_reg: 0.8142 loss_mask: 0.5068 loss_rpn_cls: 0.06905 loss_rpn_loc: 0.06086 time: 0.1778 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:08:13 d2.utils.events]:  eta: 4:15:02 iter: 4339 total_loss: 2.106 loss_cls: 0.6603 loss_box_reg: 0.7369 loss_mask: 0.4595 loss_rpn_cls: 0.07074 loss_rpn_loc: 0.06133 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:08:17 d2.utils.events]:  eta: 4:14:55 iter: 4359 total_loss: 2.13 loss_cls: 0.7685 loss_box_reg: 0.7426 loss_mask: 0.4564 loss_rpn_cls: 0.04915 loss_rpn_loc: 0.05771 time: 0.1778 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:08:21 d2.utils.events]:  eta: 4:14:30 iter: 4379 total_loss: 2.126 loss_cls: 0.6702 loss_box_reg: 0.7784 loss_mask: 0.5276 loss_rpn_cls: 0.0627 loss_rpn_loc: 0.05999 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:08:24 d2.utils.events]:  eta: 4:14:48 iter: 4399 total_loss: 2.025 loss_cls: 0.6609 loss_box_reg: 0.7454 loss_mask: 0.4721 loss_rpn_cls: 0.0732 loss_rpn_loc: 0.06639 time: 0.1778 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:08:28 d2.utils.events]:  eta: 4:14:44 iter: 4419 total_loss: 2.118 loss_cls: 0.696 loss_box_reg: 0.7418 loss_mask: 0.5086 loss_rpn_cls: 0.07579 loss_rpn_loc: 0.05719 ti_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:08:35] d2.utils.events INFO: eta: 4:14:46 iter: 4459 total_loss: 2.08 loss_cls: 0.6787 loss_box_reg: 0.7412 loss_mask: 0.4816 loss_rpn_cls: 0.06849 loss_rpn_loc: 0.06654 time: 0.1778 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:08:39] d2.utils.events INFO: eta: 4:14:40 iter: 4479 total_loss: 1.978 loss_cls: 0.6275 loss_box_reg: 0.7568 loss_mask: 0.4737 loss_rpn_cls: 0.05712 loss_rpn_loc: 0.04833 time: 0.1778 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:08:42] d2.utils.events INFO: eta: 4:14:34 iter: 4499 total_loss: 2.023 loss_cls: 0.6976 loss_box_reg: 0.733 loss_mask: 0.475 loss_rpn_cls: 0.05913 loss_rpn_loc: 0.0525 time: 0.1778 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:08:46] d2.utils.events INFO: eta: 4:14:14 iter: 4519 total_loss: 2.025 loss_cls: 0.5906 loss_box_reg: 0.7573 loss_mask: 0.4843 loss_rpn_cls: 0.0728 loss_rpn_loc: 0.0593 time: 0.1778 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:08:49] d2.utils.events INFO: eta: 4:13:55 iter: 4539 total_loss: 2.111 loss_cls: 0.7044 loss_box_reg: 0.7845 loss_mask: 0.4843 loss_rpn_cls: 0.05739 loss_rpn_loc: 0.04755 time: 0.1778 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:08:53] d2.utils.events INFO: eta: 4:13:20 iter: 4559 total_loss: 2.072 loss_cls: 0.7103 loss_box_reg: 0.7477 loss_mask: 0.474 loss_rpn_cls: 0.0669 loss_rpn_loc: 0.06992 time: 0.1778 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:08:56] d2.utils.events INFO: eta: 4:13:10 iter: 4579 total_loss: 1.901 loss_cls: 0.6464 loss_box_reg: 0.7359 loss_mask: 0.3861 loss_rpn_cls: 0.04965 loss_rpn_loc: 0.06248 time: 0.1778 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:09:00] d2.utils.events INFO: eta: 4:13:09 iter: 4599 total_loss: 2.189 loss_cls: 0.6818 loss_box_reg: 0.8043 loss_mask: 0.4981 loss_rpn_cls: 0.05884 loss_rpn_loc: 0.05547 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:09:03] d2.utils.events INFO: eta: 4:13:09 iter: 4619 total_loss: 1.978 loss_cls: 0.6831 loss_box_reg: 0.6971 loss_mask: 0.4532 loss_rpn_cls: 0.04866 loss_rpn_loc: 0.05649 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:09:07] d2.utils.events INFO: eta: 4:12:59 iter: 4639 total_loss: 2.049 loss_cls: 0.6546 loss_box_reg: 0.7777 loss_mask: 0.4822 loss_rpn_cls: 0.06058 loss_rpn_loc: 0.06642 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:09:11] d2.utils.events INFO: eta: 4:13:02 iter: 4659 total_loss: 2.01 loss_cls: 0.6415 loss_box_reg: 0.7406 loss_mask: 0.4253 loss_rpn_cls: 0.06887 loss_rpn_loc: 0.0577 time: 0.1778 data_time: 0.0087 lr: 0.0025 max_mem: 2341M [03/14 09:09:14] d2.utils.events INFO: eta: 4:12:54 iter: 4679 total_loss: 2.125 loss_cls: 0.6734 loss_box_reg: 0.7675 loss_mask: 0.4811 loss_rpn_cls: 0.06582 loss_rpn_loc: 0.06506 time: 0.1778 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:09:18] d2.utils.events INFO: eta: 4:13:29 iter: 4699 total_loss: 2.106 loss_cls: 0.6885 loss_box_reg: 0.8021 loss_mask: 0.4969 loss_rpn_cls: 0.06233 loss_rpn_loc: 0.06362 time: 0.1778 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:09:21] d2.utils.events INFO: eta: 4:13:34 iter: 4719 total_loss: 2.118 loss_cls: 0.6789 loss_box_reg: 0.7899 loss_mask: 0.5169 loss_rpn_cls: 0.05025 loss_rpn_loc: 0.05736 time: 0.1778 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:09:25] d2.utils.events INFO: eta: 4:13:40 iter: 4739 total_loss: 2.026 loss_cls: 0.6815 loss_box_reg: 0.7238 loss_mask: 0.4593 loss_rpn_cls: 0.05801 loss_rpn_loc: 0.05601 time: 0.1778 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:09:29] d2.utils.events INFO: eta: 4:13:36 iter: 4759 total_loss: 2.125 loss_cls: 0.6646 loss_box_reg: 0.7833 loss_mask: 0.5003 loss_rpn_cls: 0.06572 loss_rpn_loc: 0.07633 time: 0.1778 data_time: 0.0107 lr: 0.0025 max_mem: 2341M e: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:09:29 d2.utils.events]:  eta: 4:13:36 iter: 4759 total_loss: 2.125 loss_cls: 0.6646 loss_box_reg: 0.7833 loss_mask: 0.5003 loss_rpn_cls: 0.06572 loss_rpn_loc: 0.07633 time: 0.1778 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:09:32 d2.utils.events]:  eta: 4:13:19 iter: 4779 total_loss: 1.992 loss_cls: 0.7144 loss_box_reg: 0.7569 loss_mask: 0.4665 loss_rpn_cls: 0.04885 loss_rpn_loc: 0.05648 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:09:36 d2.utils.events]:  eta: 4:13:29 iter: 4799 total_loss: 2.077 loss_cls: 0.6904 loss_box_reg: 0.8026 loss_mask: 0.4426 loss_rpn_cls: 0.06136 loss_rpn_loc: 0.05652 time: 0.1778 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:09:40 d2.utils.events]:  eta: 4:13:54 iter: 4819 total_loss: 2.163 loss_cls: 0.7544 loss_box_reg: 0.7438 loss_mask: 0.508 loss_rpn_cls: 0.05444 loss_rpn_loc: 0.05476 time: 0.1778 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:09:43 d2.utils.events]:  eta: 4:13:58 iter: 4839 total_loss: 2.135 loss_cls: 0.7514 loss_box_reg: 0.7432 loss_mask: 0.4703 loss_rpn_cls: 0.05724 loss_rpn_loc: 0.04667 time: 0.1778 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 09:09:47 d2.utils.events]:  eta: 4:14:05 iter: 4859 total_loss: 2.033 loss_cls: 0.6706 loss_box_reg: 0.7435 loss_mask: 0.4934 loss_rpn_cls: 0.06052 loss_rpn_loc: 0.0706 time: 0.1778 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:09:50 d2.utils.events]:  eta: 4:14:02 iter: 4879 total_loss: 2.091 loss_cls: 0.6427 loss_box_reg: 0.7938 loss_mask: 0.5019 loss_rpn_cls: 0.05277 loss_rpn_loc: 0.03878 time: 0.1778 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 09:09:54 d2.utils.events]:  eta: 4:13:58 iter: 4899 total_loss: 1.957 loss_cls: 0.623 loss_box_reg: 0.6952 loss_mask: 0.4883 loss_rpn_cls: 0.05381 loss_rpn_loc: 0.05207 time: 0.1778 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:09:57 d2.utils.events]:  eta: 4:13:44 iter: 4919 total_loss: 2.015 loss_cls: 0.6563 loss_box_reg: 0.7269 loss_mask: 0.4615 loss_rpn_cls: 0.0575 loss_rpn_loc: 0.04935 time: 0.1778 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:10:01 d2.utils.events]:  eta: 4:13:56 iter: 4939 total_loss: 2.029 loss_cls: 0.7135 loss_box_reg: 0.7465 loss_mask: 0.4572 loss_rpn_cls: 0.05217 loss_rpn_loc: 0.06227 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:10:05 d2.utils.events]:  eta: 4:13:37 iter: 4959 total_loss: 1.897 loss_cls: 0.6133 loss_box_reg: 0.7375 loss_mask: 0.4694 loss_rpn_cls: 0.05821 loss_rpn_loc: 0.04677 time: 0.1778 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 09:10:08 d2.utils.events]:  eta: 4:13:54 iter: 4979 total_loss: 2.031 loss_cls: 0.6789 loss_box_reg: 0.7734 loss_mask: 0.475 loss_rpn_cls: 0.06928 loss_rpn_loc: 0.06755 time: 0.1778 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:10:12 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0004999.pth [03/14 09:10:14 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.42 seconds. [03/14 09:10:14 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 09:10:14 d2.data.build]: Distribution of instances among all 9 categories: | category | #instances | category | #instances | category | #instances | |:----------:|:-------------|:----------:|:-------------|:----------:|:-------------| | bed | 165 | books | 323 | chair | 753 | | furniture | 1018 | painting | 771 | sofa | 240 | | table | 428 | tv | 51 | window | 482 | | | | | | | | | total | 4231 | | | | 09:10:15] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/14 09:10:15] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 09:10:16] d2.evaluation.evaluator INFO: Start inference on 645 images [03/14 09:10:24] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0444 s / img. ETA=0:00:33 [03/14 09:10:29] d2.evaluation.evaluator INFO: Inference done 103/645. 0.0443 s / img. ETA=0:00:29 [03/14 09:10:34] d2.evaluation.evaluator INFO: Inference done 195/645. 0.0443 s / img. ETA=0:00:24 [03/14 09:10:39] d2.evaluation.evaluator INFO: Inference done 287/645. 0.0443 s / img. ETA=0:00:19 [03/14 09:10:44] d2.evaluation.evaluator INFO: Inference done 380/645. 0.0442 s / img. ETA=0:00:14 [03/14 09:10:49] d2.evaluation.evaluator INFO: Inference done 471/645. 0.0442 s / img. ETA=0:00:09 [03/14 09:10:54] d2.evaluation.evaluator INFO: Inference done 562/645. 0.0442 s / img. ETA=0:00:04 [03/14 09:10:59] d2.evaluation.evaluator INFO: Total inference time: 0:00:35.331360 (0.055205 s / img per device, on 1 devices) [03/14 09:10:59] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.044198 s / img per device, on 1 devices) [03/14 09:10:59] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/14 09:10:59] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 09:10:59] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/14 09:10:59] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/14 09:10:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.53 seconds. [03/14 09:10:59] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 09:10:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 09:10:59] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:-----:|:------:|:------:|:-----:|:-----:|:-----:| | 6.114 | 14.955 | 3.792 | 0.000 | 3.657 | 9.341 | [03/14 09:10:59] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 4.982 | books | 2.889 | chair | 4.031 | | furniture | 3.916 | painting | 16.920 | sofa | 0.000 | | table | 0.799 | tv | 8.573 | window | 12.917 | [03/14 09:11:00] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 09:11:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.28 seconds. [03/14 09:11:01] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 09:11:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 09:11:01] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:-----:|:------:|:------:|:-----:|:-----:|:------:| | 5.926 | 12.926 | 4.938 | 0.000 | 2.872 | 10.110 | [03/14 09:11:01] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:----------.657 | 9.341 | [03/14 09:10:59 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 4.982 | books | 2.889 | chair | 4.031 | | furniture | 3.916 | painting | 16.920 | sofa | 0.000 | | table | 0.799 | tv | 8.573 | window | 12.917 | Loading and preparing results... DONE (t=0.17s) creating index... index created! [03/14 09:11:00 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 09:11:01 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.28 seconds. [03/14 09:11:01 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 09:11:01 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.05 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.059 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.129 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.049 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.029 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.101 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.077 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.120 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.121 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.065 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.160 [03/14 09:11:01 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:-----:|:------:|:------:|:-----:|:-----:|:------:| | 5.926 | 12.926 | 4.938 | 0.000 | 2.872 | 10.110 | [03/14 09:11:01 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 5.624 | books | 2.822 | chair | 1.436 | | furniture | 1.074 | painting | 17.914 | sofa | 0.000 | | table | 0.025 | tv | 10.211 | window | 14.232 | [03/14 09:11:01 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 09:11:01 d2.evaluation.testing]: copypaste: Task: bbox [03/14 09:11:01 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:11:01 d2.evaluation.testing]: copypaste: 6.1142,14.9549,3.7924,0.0000,3.6567,9.3412 [03/14 09:11:01 d2.evaluation.testing]: copypaste: Task: segm [03/14 09:11:01 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:11:01 d2.evaluation.testing]: copypaste: 5.9265,12.9256,4.9380,0.0000,2.8723,10.1098 [03/14 09:11:01 d2.utils.events]:  eta: 4:13:07 iter: 4999 total_loss: 2.09 loss_cls: 0.6227 loss_box_reg: 0.7649 loss_mask: 0.4883 loss_rpn_cls: 0.06035 loss_rpn_loc: 0.05668 time: 0.1778 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:11:05 d2.utils.events]:  eta: 4:13:13 iter: 5019 total_loss: 2.121 loss_cls: 0.6772 loss_box_reg: 0.7828 loss_mask: 0.4487 loss_rpn_cls: 0.06166 loss_rpn_loc: 0.06575 time: 0.1778 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:11:09 d2.utils.events]:  eta: 4:13:23 iter: 5039 total_loss: 2.098 loss_cls: 0.7091 loss_box_reg: 0.7853 loss_mask: 0.5128 loss_rpn_cls: 0.05943 loss_rpn_loc: 0.04643 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:11:12 d2.utils.events]:  eta: 4:14:10 iter: 5059 total_loss: 2.073 loss_cls: 0.6939 loss_box_reg: 0.7368 loss_mask: 0.4653 loss_rpn_cls: 0.06705 loss_rpn_loc: 0.0703 time: 0.1779 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:11:16 d2.utils.events]:  eta: 4:13:46 iter: 5079 total_loss: 2.127 loss_cls: 0.6642 loss_box_reg: 0.8088 loss_mask: 0.5112 loss_rpn_cls: 0.05982 loss_rpn_loc: 0.05595 time: 0.1778 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:11:19 d2.utils.events]:  eta: 4:14:10 iter: 5099 total_loss: 1.943 loss_cls: 0.5436 loss_box_reg: 0.7782 loss_mask: 0.4266 loss_rpn_cls: 0.0542 loss_rpn_loc: 0.05628 time: 0.1778 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:11:23 d2.utils.events]:  eta: 4:14:10 iter: 5119 total_loss: 1.911 loss_cls: 0.6099 loss_box_reg: 0.7385 loss_mask: 0.4426 loss_rpn_cls: 0.05241 loss_rpn_loc: 0.04276 time: 0.1779 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:11:26 d2.utils.events]:  eta: 4:14:03 iter: 5139 total_loss: 2.038 loss_cls: 0.6677 loss_box_reg: 0.7457 loss_mask: 0.4493 loss_rpn_cls: 0.05255 loss_rpn_loc: 0.04633 time: 0.1779 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:11:30 d2.utils.events]:  eta: 4:14:24 iter: 5159 total_loss: 1.896 loss_cls: 0.6307 loss_box_reg: 0.7064 loss_mask: 0.4523 loss_rpn_cls: 0.05537 loss_rpn_loc: 0.05056 time: 0.1779 data_time: 0.0118 lr: 0.0025 max_mem: 2341M [03/14 09:11:34 d2.utils.events]:  eta: 4:14:27 iter: 5179 total_loss: 1.738 loss_cls: 0.5276 loss_box_reg: 0.69 loss_mask: 0.4258 loss_rpn_cls: 0.0481 loss_rpn_loc: 0.04271 time: 0.1779 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 09:11:37 d2.utils.events]:  eta: 4:14:11 iter: 5199 total_loss: 2.071 loss_cls: 0.6729 loss_box_reg: 0.7296 loss_mask: 0.4505 loss_rpn_cls: 0.05062 loss_rpn_loc: 0.05452 time: 0.1779 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:11:41 d2.utils.events]:  eta: 4:13:52 iter: 5219 total_loss: 1.897 loss_cls: 0.6204 loss_box_reg: 0.7447 loss_mask: 0.4422 loss_rpn_cls: 0.05196 loss_rpn_loc: 0.06263 time: 0.1779 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:11:44 d2.utils.events]:  eta: 4:13:35 iter: 5239 total_loss: 1.911 loss_cls: 0.5888 loss_box_reg: 0.7067 loss_mask: 0.4578 loss_rpn_cls: 0.05435 loss_rpn_loc: 0.05654 time: 0.1779 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:11:48 d2.utils.events]:  eta: 4:13:09 iter: 5259 total_loss: 2.017 loss_cls: 0.6387 loss_box_reg: 0.7646 loss_mask: 0.4643 loss_rpn_cls: 0.05778 loss_rpn_loc: 0.05399 time: 0.1778 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:11:51 d2.utils.events]:  eta: 4:12:57 iter: 5279 total_loss: 2.028 loss_cls: 0.6979 loss_box_reg: 0.7335 loss_mask: 0.4283 loss_rpn_cls: 0.06083 loss_rpn_loc: 0.06557 time: 0.1778 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:11:55 d2.utils.events]:  eta: 4:12:24 iter: 5299 total_loss: 2.062 loss_cls: 0.6458 loss_box_reg: 0.7397 loss_mask: 0.5176 loss_rpn_cls: 0.06257 loss_rpn_loc: 0.04958 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:11:59 d2.utils.events]:  eta: 4:12:21 iter: 5319 total_loss: 2.021 loss_cls: 0.6447 loss_box_reg: 0.7747 loss_mask: 0.4782 loss_rpn_cls: 0.06038 loss_rpn_loc: 0.07013 time: 0.1778 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:12:02 d2.utils.events]:  eta: 4:12:44 iter: 5339 total_loss: 2.014 loss_cls: 0.6263 loss_box_reg: 0.7437 loss_mask: 0.4722 loss_rpn_cls: 0.05741 loss_rpn_loc: 0.05435 time: 0.1779 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:12:06 d2.utils.events]:  eta: 4:12:51 iter: 5359 total_loss: 1.984 loss_cls: 0.6397 loss_box_reg: 0.7414 loss_mask: 0.4854 loss_rpn_cls: 0.04644 loss_rpn_loc: 0.04144 time: 0.1779 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 09:12:09 d2.utils.events]:  eta: 4:12:48 iter: 5379 total_loss: 1.963 loss_cls: 0.6032 loss_box_reg: 0.7208 loss_mask: 0.467 loss_rpn_cls: 0.04425 loss_rpn_loc: 0.03551 time: 0.1779 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:12:13 d2.utils.events]:  eta: 4:12:47 iter: 5399 total_loss: 2.081 loss_cls: 0.6483 loss_box_reg: 0.7558 loss_mask: 0.445 loss_rpn_cls: 0.05217 loss_rpn_loc: 0.05622 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:12:17 d2.utils.events]:  eta: 4:13:03 iter: 5419 total_loss: 2.012 loss_cls: 0.634 loss_box_reg: 0.7972 loss_mask: 0.4731 loss_rpn_cls: 0.05468 loss_rpn_loc: 0.05796 time: 0.1779 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:12:20 d2.utils.events]:  eta: 4:12:40 iter: 5439 total_loss: 1.993 loss_cls: 0.6904 loss_box_reg: 0.7443 loss_mask: 0.4662 loss_rpn_cls: 0.07031 loss_rpn_loc: 0.05546 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:12:24 d2.utils.events]:  eta: 4:12:33 iter: 5459 total_loss: 2.116 loss_cls: 0.6405 loss_box_reg: 0.7852 loss_mask: 0.4665 loss_rpn_cls: 0.05524 loss_rpn_loc: 0.06779 time: 0.1779 data_time: 0.0114 lr: 0.0025 max_mem: 2341M [03/14 09:12:28 d2.utils.events]:  eta: 4:12:48 iter: 5479 total_loss: 2.099 loss_cls: 0.6752 loss_box_reg: 0.7717 loss_mask: 0.4969 loss_rpn_cls: 0.05387 loss_rpn_loc: 0.05066 time: 0.1779 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:12:31 d2.utils.events]:  eta: 4:12:51 iter: 5499 total_loss: 2.01 loss_cls: 0.7117 loss_box_reg: 0.7431 loss_mask: 0.4625 loss_rpn_cls: 0.05111 loss_rpn_loc: 0.05436 time: 0.1779 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:12:35 d2.utils.events]:  eta: 4:12:52 iter: 5519 total_loss: 2.084 loss_cls: 0.6349 loss_box_reg: 0.7679 loss_mask: 0.4884 loss_rpn_cls: 0.06168 loss_rpn_loc: 0.06012 time: 0.1779 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:12:38 d2.utils.events]:  eta: 4:12:54 iter: 5539 total_loss: 1.943 loss_cls: 0.5292 loss_box_reg: 0.738 loss_mask: 0.4529 loss_rpn_cls: 0.04495 loss_rpn_loc: 0.05172 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:12:42 d2.utils.events]:  eta: 4:13:13 iter: 5559 total_loss: 1.921 loss_cls: 0.5856 loss_box_reg: 0.7151 loss_mask: 0.4654 loss_rpn_cls: 0.07066 loss_rpn_loc: 0.05097 time: 0.1779 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:12:45 d2.utils.events]:  eta: 4:13:11 iter: 5579 total_loss: 2.103 loss_cls: 0.703 loss_box_reg: 0.7749 loss_mask: 0.4549 loss_rpn_cls: 0.06535 loss_rpn_loc: 0.06619 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:12:49 d2.utils.events]:  eta: 4:13:01 iter: 5599 total_loss: 1.959 loss_cls: 0.6221 loss_box_reg: 0.7397 loss_mask: 0.4581 loss_rpn_cls: 0.05333 loss_rpn_loc: 0.04516 time: 0.1779 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:12:52 d2.utils.events]:  eta: 4:12:40 iter: 5619 total_loss: 1.918 loss_cls: 0.6543 loss_box_reg: 0.7027 loss_mask: 0.4868 loss_rpn_cls: 0.05573 loss_rpn_loc: 0.04878 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:12:56 d2.utils.events]:  eta: 4:12:53 iter: 5639 total_loss: 2.124 loss_cls: 0.6922 loss_box_reg: 0.7891 loss_mask: 0.4858 loss_rpn_cls: 0.06353 loss_rpn_loc: 0.05195 time: 0.1779 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:13:00 d2.utils.events]:  eta: 4:12:50 iter: 5659 total_loss: 2.087 loss_cls: 0.6557 loss_box_reg: 0.8051 loss_mask: 0.4681 loss_rpn_cls: 0.05723 loss_rpn_loc: 0.05383 time: 0.1779 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:13:03 d2.utils.events]:  eta: 4:12:35 iter: 5679 total_loss: 1.921 loss_cls: 0.6506 loss_box_reg: 0.7475 loss_mask: 0.4395 loss_rpn_cls: 0.05013 loss_rpn_loc: 0.06552 time: 0.1779 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:13:07 d2.utils.events]:  eta: 4:12:25 iter: 5699 total_loss: 1.878 loss_cls: 0.6075 loss_box_reg: 0.7175 loss_mask: 0.444 loss_rpn_cls: 0.05081 loss_rpn_loc: 0.06151 time: 0.1779 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:13:10 d2.u0.7524 loss_mask: 0.4423 loss_rpn_cls: 0.04217 loss_rpn_loc: 0.03728 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:13:14] d2.utils.events INFO: eta: 4:12:13 iter: 5739 total_loss: 1.956 loss_cls: 0.6242 loss_box_reg: 0.7731 loss_mask: 0.4639 loss_rpn_cls: 0.05258 loss_rpn_loc: 0.04691 time: 0.1779 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:13:18] d2.utils.events INFO: eta: 4:12:02 iter: 5759 total_loss: 2.101 loss_cls: 0.6655 loss_box_reg: 0.7742 loss_mask: 0.4738 loss_rpn_cls: 0.05678 loss_rpn_loc: 0.04553 time: 0.1779 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:13:21] d2.utils.events INFO: eta: 4:11:58 iter: 5779 total_loss: 1.963 loss_cls: 0.5991 loss_box_reg: 0.7366 loss_mask: 0.4633 loss_rpn_cls: 0.05138 loss_rpn_loc: 0.04679 time: 0.1779 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:13:25] d2.utils.events INFO: eta: 4:11:51 iter: 5799 total_loss: 2.027 loss_cls: 0.7397 loss_box_reg: 0.7201 loss_mask: 0.4376 loss_rpn_cls: 0.06465 loss_rpn_loc: 0.06344 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:13:28] d2.utils.events INFO: eta: 4:11:26 iter: 5819 total_loss: 2.032 loss_cls: 0.652 loss_box_reg: 0.7537 loss_mask: 0.5093 loss_rpn_cls: 0.05295 loss_rpn_loc: 0.06076 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:13:32] d2.utils.events INFO: eta: 4:11:10 iter: 5839 total_loss: 2.098 loss_cls: 0.6236 loss_box_reg: 0.8065 loss_mask: 0.4927 loss_rpn_cls: 0.06031 loss_rpn_loc: 0.05847 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:13:36] d2.utils.events INFO: eta: 4:10:27 iter: 5859 total_loss: 1.918 loss_cls: 0.578 loss_box_reg: 0.6786 loss_mask: 0.4461 loss_rpn_cls: 0.06574 loss_rpn_loc: 0.07323 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:13:39] d2.utils.events INFO: eta: 4:10:31 iter: 5879 total_loss: 1.82 loss_cls: 0.5637 loss_box_reg: 0.6653 loss_mask: 0.4458 loss_rpn_cls: 0.04605 loss_rpn_loc: 0.0384 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:13:43] d2.utils.events INFO: eta: 4:09:49 iter: 5899 total_loss: 2.033 loss_cls: 0.6311 loss_box_reg: 0.7401 loss_mask: 0.4602 loss_rpn_cls: 0.07223 loss_rpn_loc: 0.0614 time: 0.1779 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:13:46] d2.utils.events INFO: eta: 4:09:46 iter: 5919 total_loss: 1.977 loss_cls: 0.635 loss_box_reg: 0.6951 loss_mask: 0.442 loss_rpn_cls: 0.05002 loss_rpn_loc: 0.05279 time: 0.1779 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:13:50] d2.utils.events INFO: eta: 4:09:17 iter: 5939 total_loss: 1.947 loss_cls: 0.6038 loss_box_reg: 0.7533 loss_mask: 0.4307 loss_rpn_cls: 0.06463 loss_rpn_loc: 0.05912 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:13:54] d2.utils.events INFO: eta: 4:09:25 iter: 5959 total_loss: 2.038 loss_cls: 0.6028 loss_box_reg: 0.7955 loss_mask: 0.4725 loss_rpn_cls: 0.06688 loss_rpn_loc: 0.06807 time: 0.1779 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 09:13:57] d2.utils.events INFO: eta: 4:09:17 iter: 5979 total_loss: 2.041 loss_cls: 0.6188 loss_box_reg: 0.7133 loss_mask: 0.5039 loss_rpn_cls: 0.04835 loss_rpn_loc: 0.05653 time: 0.1779 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:14:01] d2.utils.events INFO: eta: 4:09:20 iter: 5999 total_loss: 1.847 loss_cls: 0.5722 loss_box_reg: 0.682 loss_mask: 0.4224 loss_rpn_cls: 0.04611 loss_rpn_loc: 0.05576 time: 0.1779 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:14:04] d2.utils.events INFO: eta: 4:09:05 iter: 6019 total_loss: 1.951 loss_cls: 0.6105 loss_box_reg: 0.7417 loss_mask: 0.4304 loss_rpn_cls: 0.04057 loss_rpn_loc: 0.04382 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:14:08] d2.utils.events INFO: eta: 4:08:53 iter: 6039 total_loss: 1.779 loss_cls: 0.5328039 total_loss: 1.779 loss_cls: 0.5328 loss_box_reg: 0.7206 loss_mask: 0.4222 loss_rpn_cls: 0.04715 loss_rpn_loc: 0.05388 time: 0.1779 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 09:14:11 d2.utils.events]:  eta: 4:08:45 iter: 6059 total_loss: 1.921 loss_cls: 0.6443 loss_box_reg: 0.7184 loss_mask: 0.4151 loss_rpn_cls: 0.04953 loss_rpn_loc: 0.04844 time: 0.1779 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:14:15 d2.utils.events]:  eta: 4:08:55 iter: 6079 total_loss: 2.108 loss_cls: 0.6598 loss_box_reg: 0.7574 loss_mask: 0.4548 loss_rpn_cls: 0.05624 loss_rpn_loc: 0.05331 time: 0.1779 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 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1.912 loss_cls: 0.6554 loss_box_reg: 0.7444 loss_mask: 0.4432 loss_rpn_cls: 0.05053 loss_rpn_loc: 0.06048 time: 0.1779 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:14:37 d2.utils.events]:  eta: 4:08:16 iter: 6199 total_loss: 1.912 loss_cls: 0.5676 loss_box_reg: 0.7402 loss_mask: 0.4457 loss_rpn_cls: 0.03912 loss_rpn_loc: 0.04337 time: 0.1779 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 09:14:40 d2.utils.events]:  eta: 4:08:12 iter: 6219 total_loss: 1.922 loss_cls: 0.6365 loss_box_reg: 0.7579 loss_mask: 0.4523 loss_rpn_cls: 0.05331 loss_rpn_loc: 0.05049 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:14:44 d2.utils.events]:  eta: 4:08:24 iter: 6239 total_loss: 1.887 loss_cls: 0.6329 loss_box_reg: 0.6944 loss_mask: 0.4465 loss_rpn_cls: 0.06263 loss_rpn_loc: 0.04988 time: 0.1779 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:14:47 d2.utils.events]:  eta: 4:08:14 iter: 6259 total_loss: 2.034 loss_cls: 0.5724 loss_box_reg: 0.7554 loss_mask: 0.4453 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d2.utils.events]:  eta: 4:01:28 iter: 8979 total_loss: 1.93 loss_cls: 0.5337 loss_box_reg: 0.7019 loss_mask: 0.4534 loss_rpn_cls: 0.05767 loss_rpn_loc: 0.05246 time: 0.1780 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:22:59 d2.utils.events]:  eta: 4:01:24 iter: 8999 total_loss: 1.727 loss_cls: 0.54 loss_box_reg: 0.6745 loss_mask: 0.3996 loss_rpn_cls: 0.04391 loss_rpn_loc: 0.04628 time: 0.1780 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:23:02 d2.utils.events]:  eta: 4:01:23 iter: 9019 total_loss: 1.703 loss_cls: 0.5665 loss_box_reg: 0.6855 loss_mask: 0.4046 loss_rpn_cls: 0.04908 loss_rpn_loc: 0.05675 time: 0.1780 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:23:06 d2.utils.events]:  eta: 4:01:20 iter: 9039 total_loss: 1.691 loss_cls: 0.5284 loss_box_reg: 0.7131 loss_mask: 0.3652 loss_rpn_cls: 0.04892 loss_rpn_loc: 0.05075 time: 0.1780 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:23:10 d2.utils.events]:  eta: 4:01:11 iter: 9059 total_loss: 1.741 loss_cls: 0.531 loss_box_reg: 0.7042 loss_mask: 0.4494 loss_rpn_cls: 0.04364 loss_rpn_loc: 0.05415 time: 0.1780 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:23:13 d2.utils.events]:  eta: 4:01:09 iter: 9079 total_loss: 1.782 loss_cls: 0.565 loss_box_reg: 0.6442 loss_mask: 0.4326 loss_rpn_cls: 0.04697 loss_rpn_loc: 0.04216 time: 0.1780 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:23:16 d2.utils.events]:  eta: 4:01:01 iter: 9099 total_loss: 1.762 loss_cls: 0.5128 loss_box_reg: 0.7399 loss_mask: 0.3837 loss_rpn_cls: 0.04136 loss_rpn_loc: 0.05281 time: 0.1780 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:23:20 d2.utils.events]:  eta: 4:00:54 iter: 9119 total_loss: 1.83 loss_cls: 0.6334 loss_box_reg: 0.7439 loss_mask: 0.4095 loss_rpn_cls: 0.04627 loss_rpn_loc: 0.06169 time: 0.1780 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:23:24 d2.utils.events]:  eta: 4:00:41 iter: 9139 total_loss: 1.662 loss_cls: 0.5109 loss_box_reg: 0.6746 loss_mask: 0.3954 loss_rpn_cls: 0.0396 loss_rpn_loc: 0.04399 time: 0.1780 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:23:27 d2.utils.events]:  eta: 4:00:42 iter: 9159 total_loss: 1.851 loss_cls: 0.5707 loss_box_reg: 0.7148 loss_mask: 0.4585 loss_rpn_cls: 0.04522 loss_rpn_loc: 0.05052 time: 0.1780 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:23:31 d2.utils.events]:  eta: 4:00:32 iter: 9179 total_loss: 1.686 loss_cls: 0.5164 loss_box_reg: 0.6605 loss_mask: 0.386 loss_rpn_cls: 0.05381 loss_rpn_loc: 0.05185 time: 0.1780 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:23:34 d2.utils.events]:  eta: 4:00:34 iter: 9199 total_loss: 1.822 loss_cls: 0.5651 loss_box_reg: 0.704 loss_mask: 0.4157 loss_rpn_cls: 0.05077 loss_rpn_loc: 0.05246 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:23:38 d2.utils.events]:  eta: 4:00:36 iter: 9219 total_loss: 1.914 loss_cls: 0.5889 loss_box_reg: 0.6935 loss_mask: 0.4354 loss_rpn_cls: 0.04475 loss_rpn_loc: 0.05375 time: 0.1780 data_time: 0.0110 lr: 0.0025 max_mem: 2341M [03/14 09:23:41 d2.utils.events]:  eta: 4:00:33 iter: 9239 total_loss: 1.662 loss_cls: 0.4989 loss_box_reg: 0.7276 loss_mask: 0.3848 loss_rpn_cls: 0.04591 loss_rpn_loc: 0.04324 time: 0.1779 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:23:45 d2.utils.events]:  eta: 4:00:18 iter: 9259 total_loss: 1.628 loss_cls: 0.502 loss_box_reg: 0.6376 loss_mask: 0.3679 loss_rpn_cls: 0.03708 loss_rpn_loc: 0.04639 time: 0.1779 data_time: 0.0103 ents INFO: eta: 3:59:46 iter: 9299 total_loss: 1.8 loss_cls: 0.5641 loss_box_reg: 0.6769 loss_mask: 0.4239 loss_rpn_cls: 0.04288 loss_rpn_loc: 0.04949 time: 0.1779 data_time: 0.0085 lr: 0.0025 max_mem: 2341M [03/14 09:23:55] d2.utils.events INFO: eta: 3:59:25 iter: 9319 total_loss: 1.878 loss_cls: 0.6426 loss_box_reg: 0.7176 loss_mask: 0.3904 loss_rpn_cls: 0.05687 loss_rpn_loc: 0.06099 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:23:59] d2.utils.events INFO: eta: 3:59:59 iter: 9339 total_loss: 1.673 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0.4152 loss_rpn_cls: 0.04394 loss_rpn_loc: 0.05095 time: 0.1779 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:24:17] d2.utils.events INFO: eta: 3:58:58 iter: 9439 total_loss: 1.801 loss_cls: 0.5759 loss_box_reg: 0.7344 loss_mask: 0.4406 loss_rpn_cls: 0.04315 loss_rpn_loc: 0.04541 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:24:21] d2.utils.events INFO: eta: 3:58:54 iter: 9459 total_loss: 1.75 loss_cls: 0.5033 loss_box_reg: 0.7057 loss_mask: 0.3696 loss_rpn_cls: 0.03539 loss_rpn_loc: 0.04618 time: 0.1779 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:24:24] d2.utils.events INFO: eta: 3:58:42 iter: 9479 total_loss: 1.728 loss_cls: 0.5371 loss_box_reg: 0.6748 loss_mask: 0.3796 loss_rpn_cls: 0.04597 loss_rpn_loc: 0.05724 time: 0.1779 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:24:28] d2.utils.events INFO: eta: 3:58:33 iter: 9499 total_loss: 1.679 loss_cls: 0.4982 loss_box_reg: 0.6704 loss_mask: 0.3807 loss_rpn_cls: 0.04017 loss_rpn_loc: 0.05085 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:24:31] d2.utils.events INFO: eta: 3:58:12 iter: 9519 total_loss: 1.682 loss_cls: 0.528 loss_box_reg: 0.6698 loss_mask: 0.3893 loss_rpn_cls: 0.03421 loss_rpn_loc: 0.04529 time: 0.1779 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 09:24:35] d2.utils.events INFO: eta: 3:58:08 iter: 9539 total_loss: 1.743 loss_cls: 0.5348 loss_box_reg: 0.7234 loss_mask: 0.3709 loss_rpn_cls: 0.03954 loss_rpn_loc: 0.04127 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:24:38] d2.utils.events INFO: eta: 3:57:50 iter: 9559 total_loss: 1.749 loss_cls: 0.5501 loss_box_reg: 0.6747 loss_mask: 0.4232 loss_rpn_cls: 0.05329 loss_rpn_loc: 0.04303 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:24:42] d2.utils.events INFO: eta: 3:57:51 iter: 9579 total_loss: 1.581 loss_cls: 0.4744 loss_box_reg: 0.6152 loss_mask: 0.4221 loss_rpn_cls: 0.04802 loss_rpn_loc: 0.03882 time: 0.1779 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:24:45] d2.utils.events INFO: eta: 3:57:46 iter: 9599 total_loss: 1.716 loss_cls: 0.5101 loss_box_reg: 0.6944 loss_mask: 0.3809 loss_rpn_cls: 0.04136 loss_rpn_loc: 0.04342 time: 0.1779 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:24:49] d2.utils.events INFO: eta: 3:57:24:45 d2.utils.events]:  eta: 3:57:46 iter: 9599 total_loss: 1.716 loss_cls: 0.5101 loss_box_reg: 0.6944 loss_mask: 0.3809 loss_rpn_cls: 0.04136 loss_rpn_loc: 0.04342 time: 0.1779 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:24:49 d2.utils.events]:  eta: 3:57:20 iter: 9619 total_loss: 1.599 loss_cls: 0.503 loss_box_reg: 0.6144 loss_mask: 0.3323 loss_rpn_cls: 0.03739 loss_rpn_loc: 0.0526 time: 0.1779 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:24:52 d2.utils.events]:  eta: 3:57:14 iter: 9639 total_loss: 1.813 loss_cls: 0.5803 loss_box_reg: 0.6942 loss_mask: 0.4256 loss_rpn_cls: 0.04883 loss_rpn_loc: 0.0527 time: 0.1779 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:24:56 d2.utils.events]:  eta: 3:57:13 iter: 9659 total_loss: 1.717 loss_cls: 0.5571 loss_box_reg: 0.6753 loss_mask: 0.3831 loss_rpn_cls: 0.04068 loss_rpn_loc: 0.03968 time: 0.1779 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:24:59 d2.utils.events]:  eta: 3:57:01 iter: 9679 total_loss: 1.694 loss_cls: 0.4957 loss_box_reg: 0.7004 loss_mask: 0.3859 loss_rpn_cls: 0.03745 loss_rpn_loc: 0.04154 time: 0.1779 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 09:25:03 d2.utils.events]:  eta: 3:57:02 iter: 9699 total_loss: 1.738 loss_cls: 0.4903 loss_box_reg: 0.6524 loss_mask: 0.3985 loss_rpn_cls: 0.04434 loss_rpn_loc: 0.04792 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:25:07 d2.utils.events]:  eta: 3:56:47 iter: 9719 total_loss: 1.806 loss_cls: 0.5606 loss_box_reg: 0.6973 loss_mask: 0.4076 loss_rpn_cls: 0.05515 loss_rpn_loc: 0.06406 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:25:10 d2.utils.events]:  eta: 3:57:08 iter: 9739 total_loss: 1.754 loss_cls: 0.5275 loss_box_reg: 0.6886 loss_mask: 0.3907 loss_rpn_cls: 0.04418 loss_rpn_loc: 0.04767 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:25:14 d2.utils.events]:  eta: 3:56:36 iter: 9759 total_loss: 1.818 loss_cls: 0.5302 loss_box_reg: 0.7305 loss_mask: 0.4532 loss_rpn_cls: 0.04854 loss_rpn_loc: 0.04623 time: 0.1779 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:25:17 d2.utils.events]:  eta: 3:56:28 iter: 9779 total_loss: 1.763 loss_cls: 0.5008 loss_box_reg: 0.7066 loss_mask: 0.4612 loss_rpn_cls: 0.04338 loss_rpn_loc: 0.04566 time: 0.1779 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:25:21 d2.utils.events]:  eta: 3:56:44 iter: 9799 total_loss: 1.708 loss_cls: 0.4639 loss_box_reg: 0.6569 loss_mask: 0.3751 loss_rpn_cls: 0.03715 loss_rpn_loc: 0.04473 time: 0.1779 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:25:24 d2.utils.events]:  eta: 3:56:30 iter: 9819 total_loss: 1.799 loss_cls: 0.5229 loss_box_reg: 0.6739 loss_mask: 0.4619 loss_rpn_cls: 0.03835 loss_rpn_loc: 0.04093 time: 0.1779 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:25:28 d2.utils.events]:  eta: 3:56:19 iter: 9839 total_loss: 1.601 loss_cls: 0.5085 loss_box_reg: 0.647 loss_mask: 0.3898 loss_rpn_cls: 0.04184 loss_rpn_loc: 0.03825 time: 0.1778 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:25:31 d2.utils.events]:  eta: 3:56:23 iter: 9859 total_loss: 1.794 loss_cls: 0.5444 loss_box_reg: 0.6794 loss_mask: 0.3912 loss_rpn_cls: 0.04191 loss_rpn_loc: 0.0639 time: 0.1779 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:25:35 d2.utils.events]:  eta: 3:55:57 iter: 9879 total_loss: 1.587 loss_cls: 0.4423 loss_box_reg: 0.6844 loss_mask: 0.3746 loss_rpn_cls: 0.04389 loss_rpn_loc: 0.03928 time: 0.1779 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:25:39 d2.utils.events]:  eta: 3:56:02 iter: 9899 total_loss: 1.476 loss_cls: 0.4209 loss_box_reg: 0.6235 loss_mask: 0.3675 loss_rpn_cls: 0.03794 loss_rpn_loc: 0.03663 time: 0.1779 data_time: 0.0087 lr: 0.0025 max_mem: 2341M [03/14 09:25:42 d2.utils.events]:  eta: 3:55:50 iter: 9919 total_loss: 1.641 loss_cls: 0.486 loss_box_reg: 0.6493 loss_mask: 0.394 loss_rpn_cls: 0.03591 loss_rpn_loc: 0.04074 time: 0.1778 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 09:25:46 d2.utils.events]:  eta: 3:55:47 iter: 9939 total_loss: 1.664 loss_cls: 0.5445 loss_box_reg: 0.641 loss_mask: 0.4037 loss_rpn_cls: 0.03413 loss_rpn_loc: 0.04569 time: 0.1778 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:25:49 d2.utils.events]:  eta: 3:55:43 iter: 9959 total_loss: 1.827 loss_cls: 0.6033 loss_box_reg: 0.675 loss_mask: 0.4275 loss_rpn_cls: 0.04262 loss_rpn_loc: 0.05361 time: 0.1778 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:25:53 d2.utils.events]:  eta: 3:55:34 iter: 9979 total_loss: 1.718 loss_cls: 0.5674 loss_box_reg: 0.6942 loss_mask: 0.412 loss_rpn_cls: 0.04789 loss_rpn_loc: 0.04116 time: 0.1778 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:25:57 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0009999.pth [03/14 09:25:59 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.17 seconds. [03/14 09:25:59 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 09:25:59 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 09:25:59 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 09:25:59 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 09:25:59 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 09:26:01 d2.evaluation.evaluator]: Start inference on 645 images [03/14 09:26:08 d2.evaluation.evaluator]: Inference done 11/645. 0.0441 s / img. ETA=0:00:33 [03/14 09:26:13 d2.evaluation.evaluator]: Inference done 104/645. 0.0438 s / img. ETA=0:00:29 [03/14 09:26:18 d2.evaluation.evaluator]: Inference done 197/645. 0.0439 s / img. ETA=0:00:24 [03/14 09:26:23 d2.evaluation.evaluator]: Inference done 290/645. 0.0438 s / img. ETA=0:00:19 [03/14 09:26:28 d2.evaluation.evaluator]: Inference done 384/645. 0.0438 s / img. ETA=0:00:14 [03/14 09:26:34 d2.evaluation.evaluator]: Inference done 475/645. 0.0439 s / img. ETA=0:00:09 [03/14 09:26:39 d2.evaluation.evaluator]: Inference done 567/645. 0.0439 s / img. ETA=0:00:04 [03/14 09:26:43 d2.evaluation.evaluator]: Total inference time: 0:00:34.977653 (0.054653 s / img per device, on 1 devices) [03/14 09:26:43 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043915 s / img per device, on 1 devices) [03/14 09:26:43 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 09:26:43 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 09:26:43 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/14 09:26:43 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 09:26:44 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.60 seconds. [03/14 09:26:44 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 09:26:44 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.05 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.107 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.244 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.0.096 | painting | 23.021 | sofa | 7.979 | | table | 1.794 | tv | 12.880 | window | 15.470 | [03/14 09:26:44] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 09:26:45] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.21 seconds. [03/14 09:26:45] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 09:26:46] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 09:26:46] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.414 | 19.802 | 9.833 | 0.000 | 4.755 | 16.047 | [03/14 09:26:46] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.879 | books | 3.330 | chair | 3.146 | | furniture | 2.952 | painting | 34.004 | sofa | 4.763 | | table | 0.513 | tv | 16.066 | window | 17.069 | [03/14 09:26:46] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 09:26:46] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 09:26:46] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:26:46] d2.evaluation.testing INFO: copypaste: 10.6975,24.3805,7.4632,0.2805,5.5686,14.9403 [03/14 09:26:46] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 09:26:46] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:26:46] d2.evaluation.testing INFO: copypaste: 10.4137,19.8021,9.8334,0.0000,4.7550,16.0466 [03/14 09:26:46] d2.utils.events INFO: eta: 3:55:44 iter: 9999 total_loss: 1.626 loss_cls: 0.4545 loss_box_reg: 0.6319 loss_mask: 0.3701 loss_rpn_cls: 0.03926 loss_rpn_loc: 0.04791 time: 0.1778 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:26:49] d2.utils.events INFO: eta: 3:55:18 iter: 10019 total_loss: 1.658 loss_cls: 0.4951 loss_box_reg: 0.6495 loss_mask: 0.387 loss_rpn_cls: 0.0431 loss_rpn_loc: 0.04292 time: 0.1779 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:26:53] d2.utils.events INFO: eta: 3:55:02 iter: 10039 total_loss: 1.685 loss_cls: 0.4976 loss_box_reg: 0.6436 loss_mask: 0.3676 loss_rpn_cls: 0.03725 loss_rpn_loc: 0.0477 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:26:56] d2.utils.events INFO: eta: 3:55:14 iter: 10059 total_loss: 1.725 loss_cls: 0.5497 loss_box_reg: 0.658 loss_mask: 0.4282 loss_rpn_cls: 0.04849 loss_rpn_loc: 0.05573 time: 0.1778 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:27:00] d2.utils.events INFO: eta: 3:55:09 iter: 10079 total_loss: 1.907 loss_cls: 0.5831 loss_box_reg: 0.7305 loss_mask: 0.4119 loss_rpn_cls: 0.04119 loss_rpn_loc: 0.0439 time: 0.1779 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:27:04] d2.utils.events INFO: eta: 3:55:13 iter: 10099 total_loss: 1.693 loss_cls: 0.5335 loss_box_reg: 0.7071 loss_mask: 0.3669 loss_rpn_cls: 0.04171 loss_rpn_loc: 0.04277 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:27:07] d2.utils.events INFO: eta: 3:55:23 iter: 10119 total_loss: 1.661 loss_cls: 0.5155 loss_box_reg: 0.6938 loss_mask: 0.3996 loss_rpn_cls: 0.04389 loss_rpn_loc: 0.06603 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M csv format: [03/14 09:26:46 d2.evaluation.testing]: copypaste: Task: bbox [03/14 09:26:46 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:26:46 d2.evaluation.testing]: copypaste: 10.6975,24.3805,7.4632,0.2805,5.5686,14.9403 [03/14 09:26:46 d2.evaluation.testing]: copypaste: Task: segm [03/14 09:26:46 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:26:46 d2.evaluation.testing]: copypaste: 10.4137,19.8021,9.8334,0.0000,4.7550,16.0466 [03/14 09:26:46 d2.utils.events]:  eta: 3:55:44 iter: 9999 total_loss: 1.626 loss_cls: 0.4545 loss_box_reg: 0.6319 loss_mask: 0.3701 loss_rpn_cls: 0.03926 loss_rpn_loc: 0.04791 time: 0.1778 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:26:49 d2.utils.events]:  eta: 3:55:18 iter: 10019 total_loss: 1.658 loss_cls: 0.4951 loss_box_reg: 0.6495 loss_mask: 0.387 loss_rpn_cls: 0.0431 loss_rpn_loc: 0.04292 time: 0.1779 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:26:53 d2.utils.events]:  eta: 3:55:02 iter: 10039 total_loss: 1.685 loss_cls: 0.4976 loss_box_reg: 0.6436 loss_mask: 0.3676 loss_rpn_cls: 0.03725 loss_rpn_loc: 0.0477 time: 0.1778 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:26:56 d2.utils.events]:  eta: 3:55:14 iter: 10059 total_loss: 1.725 loss_cls: 0.5497 loss_box_reg: 0.658 loss_mask: 0.4282 loss_rpn_cls: 0.04849 loss_rpn_loc: 0.05573 time: 0.1778 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:27:00 d2.utils.events]:  eta: 3:55:09 iter: 10079 total_loss: 1.907 loss_cls: 0.5831 loss_box_reg: 0.7305 loss_mask: 0.4119 loss_rpn_cls: 0.04119 loss_rpn_loc: 0.0439 time: 0.1779 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:27:04 d2.utils.events]:  eta: 3:55:13 iter: 10099 total_loss: 1.693 loss_cls: 0.5335 loss_box_reg: 0.7071 loss_mask: 0.3669 loss_rpn_cls: 0.04171 loss_rpn_loc: 0.04277 time: 0.1779 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:27:07 d2.utils.events]:  eta: 3:55:23 iter: 10119 total_loss: 1.661 loss_cls: 0.5155 loss_box_reg: 0.6938 loss_mask: 0.3996 loss_rpn_cls: 0.04389 loss_rpn_loc: 0.06603 time: 0.1779 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:27:11 d2.utils.events]:  eta: 3:55:20 iter: 10139 total_loss: 1.746 loss_cls: 0.4982 loss_box_reg: 0.7053 loss_mask: 0.4442 loss_rpn_cls: 0.03955 loss_rpn_loc: 0.05038 time: 0.1778 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:27:14 d2.utils.events]:  eta: 3:55:36 iter: 10159 total_loss: 1.687 loss_cls: 0.4985 loss_box_reg: 0.6855 loss_mask: 0.3985 loss_rpn_cls: 0.04209 loss_rpn_loc: 0.04586 time: 0.1779 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:27:18 d2.utils.events]:  eta: 3:55:26 iter: 10179 total_loss: 1.813 loss_cls: 0.6242 loss_box_reg: 0.6814 loss_mask: 0.3935 loss_rpn_cls: 0.05231 loss_rpn_loc: 0.04705 time: 0.1778 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:27:21 d2.utils.events]:  eta: 3:55:23 iter: 10199 total_loss: 1.789 loss_cls: 0.5255 loss_box_reg: 0.6779 loss_mask: 0.4392 loss_rpn_cls: 0.04677 loss_rpn_loc: 0.06307 time: 0.1778 data_time: 0.0113 lr: 0.0025 max_mem: 2341M [03/14 09:27:25 d2.utils.events]:  eta: 3:55:19 iter: 10219 total_loss: 1.595 loss_cls: 0.4657 loss_box_reg: 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[03/14 09:28:59 d2.utils.events]:  eta: 3:56:09 iter: 10739 total_loss: 1.66 loss_cls: 0.5334 loss_box_reg: 0.6292 loss_mask: 0.3884 loss_rpn_cls: 0.03653 loss_rpn_loc: 0.04738 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:29:02 d2.utils.events]:  eta: 3:56:07 iter: 10759 total_loss: 1.638 loss_cls: 0.4579 loss_box_reg: 0.684 loss_mask: 0.3531 loss_rpn_cls: 0.03992 loss_rpn_loc: 0.0416 time: 0.1779 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:29:06 d2.utils.events]:  eta: 3:56:02 iter: 10779 total_loss: 1.692 loss_cls: 0.5253 loss_box_reg: 0.675 loss_mask: 0.4226 loss_rpn_cls: 0.05115 loss_rpn_loc: 0.04655 time: 0.1779 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:29:09 d2.utils.events]:  eta: 3:55:12 iter: 10799 total_loss: 1.492 loss_cls: 0.361 loss_box_reg: 0.613 loss_mask: 0.3845 loss_rpn_cls: 0.03104 loss_rpn_loc: 0.03779 time: 0.1779 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:29:13 d2.utils.events]:  eta: 3:55:09 iter: 10819 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[03/14 09:32:16 d2.utils.events]:  eta: 3:51:54 iter: 11839 total_loss: 1.652 loss_cls: 0.468 loss_box_reg: 0.6781 loss_mask: 0.3949 loss_rpn_cls: 0.04262 loss_rpn_loc: 0.04266 time: 0.1779 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:32:19 d2.utils.events]:  eta: 3:51:47 iter: 11859 total_loss: 1.653 loss_cls: 0.4891 loss_box_reg: 0.6328 loss_mask: 0.3664 loss_rpn_cls: 0.04016 loss_rpn_loc: 0.05062 time: 0.1779 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:32:23 d2.utils.events]:  eta: 3:51:22 iter: 11879 total_loss: 1.69 loss_cls: 0.5042 loss_box_reg: 0.6511 loss_mask: 0.3891 loss_rpn_cls: 0.04603 loss_rpn_loc: 0.05715 time: 0.1779 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:32:26 d2.utils.events]:  eta: 3:51:12 iter: 11899 total_loss: 1.633 loss_cls: 0.4786 loss_box_reg: 0.6116 loss_mask: 0.3744 loss_rpn_cls: 0.03268 loss_rpn_loc: 0.03693 time: 0.1779 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 09:32:30 d2.utils.events]:  eta: 3:51:05 iter: 11919 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loss_mask: 0.3725 loss_rpn_cls: 0.03719 loss_rpn_loc: 0.06317 time: 0.1780 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:40:24] d2.utils.events INFO: eta: 3:45:17 iter: 14559 total_loss: 1.584 loss_cls: 0.4543 loss_box_reg: 0.633 loss_mask: 0.3991 loss_rpn_cls: 0.03602 loss_rpn_loc: 0.04703 time: 0.1780 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 09:40:28] d2.utils.events INFO: eta: 3:45:13 iter: 14579 total_loss: 1.53 loss_cls: 0.4279 loss_box_reg: 0.6421 loss_mask: 0.3312 loss_rpn_cls: 0.03072 loss_rpn_loc: 0.03864 time: 0.1780 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:40:31] d2.utils.events INFO: eta: 3:45:10 iter: 14599 total_loss: 1.398 loss_cls: 0.3767 loss_box_reg: 0.6142 loss_mask: 0.2832 loss_rpn_cls: 0.03642 loss_rpn_loc: 0.03398 time: 0.1780 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:40:35] d2.utils.events INFO: eta: 3:45:03 iter: 14619 total_loss: 1.639 loss_cls: 0.4487 loss_box_reg: 0.6706 loss_mask: 0.3731 loss_rpn_cls: 0.03187 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0.0110 lr: 0.0025 max_mem: 2341M [03/14 09:40:53] d2.utils.events INFO: eta: 3:44:54 iter: 14719 total_loss: 1.505 loss_cls: 0.4443 loss_box_reg: 0.6041 loss_mask: 0.3517 loss_rpn_cls: 0.03462 loss_rpn_loc: 0.04458 time: 0.1780 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:40:57] d2.utils.events INFO: eta: 3:45:01 iter: 14739 total_loss: 1.379 loss_cls: 0.3908 loss_box_reg: 0.6112 loss_mask: 0.355 loss_rpn_cls: 0.03292 loss_rpn_loc: 0.03981 time: 0.1780 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:41:00] d2.utils.events INFO: eta: 3:44:42 iter: 14759 total_loss: 1.454 loss_cls: 0.4305 loss_box_reg: 0.5788 loss_mask: 0.361 loss_rpn_cls: 0.02742 loss_rpn_loc: 0.05068 time: 0.1780 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:41:04] d2.utils.events INFO: eta: 3:44:41 iter: 14779 total_loss: 1.47 loss_cls: 0.4251 loss_box_reg: 0.6435 loss_mask: 0.3402 loss_rpn_cls: 0.03345 loss_rpn_loc: 0.03727 time: 0.1780 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:41:07] d2.utils.events INFO: eta: 3:44:18 iter: 14799 total_loss: 1.534 loss_cls: 0.3951 loss_box_reg: 0.6447 loss_mask: 0.3648 loss_rpn_cls: 0.03432 loss_rpn_loc: 0.04029 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:41:11] d2.utils.events INFO: eta: 3:44:30 iter: 14819 total_loss: 1.529 loss_cls: 0.4169 loss_box_reg: 0.6061 loss_mask: 0.3438 loss_rpn_cls: 0.02838 loss_rpn_loc: 0.05191 time: 0.1780 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:41:15] d2.utils.events INFO: eta: 3:44:16 iter: 14839 total_loss: 1.592 loss_cls: 0.49 loss_box_reg: 0.662 loss_mask: 0.3580 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:41:15 d2.utils.events]:  eta: 3:44:16 iter: 14839 total_loss: 1.592 loss_cls: 0.49 loss_box_reg: 0.662 loss_mask: 0.354 loss_rpn_cls: 0.03845 loss_rpn_loc: 0.05222 time: 0.1780 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:41:18 d2.utils.events]:  eta: 3:44:07 iter: 14859 total_loss: 1.493 loss_cls: 0.3989 loss_box_reg: 0.6212 loss_mask: 0.3442 loss_rpn_cls: 0.03314 loss_rpn_loc: 0.04049 time: 0.1780 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:41:22 d2.utils.events]:  eta: 3:44:03 iter: 14879 total_loss: 1.641 loss_cls: 0.5219 loss_box_reg: 0.6114 loss_mask: 0.3646 loss_rpn_cls: 0.03862 loss_rpn_loc: 0.0485 time: 0.1780 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:41:25 d2.utils.events]:  eta: 3:43:39 iter: 14899 total_loss: 1.522 loss_cls: 0.4623 loss_box_reg: 0.6397 loss_mask: 0.3347 loss_rpn_cls: 0.03957 loss_rpn_loc: 0.05583 time: 0.1780 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:41:29 d2.utils.events]:  eta: 3:43:53 iter: 14919 total_loss: 1.534 loss_cls: 0.405 loss_box_reg: 0.6225 loss_mask: 0.3677 loss_rpn_cls: 0.03898 loss_rpn_loc: 0.0589 time: 0.1780 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:41:33 d2.utils.events]:  eta: 3:43:41 iter: 14939 total_loss: 1.565 loss_cls: 0.4853 loss_box_reg: 0.6178 loss_mask: 0.3809 loss_rpn_cls: 0.03538 loss_rpn_loc: 0.04595 time: 0.1780 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:41:36 d2.utils.events]:  eta: 3:43:49 iter: 14959 total_loss: 1.352 loss_cls: 0.422 loss_box_reg: 0.5704 loss_mask: 0.3535 loss_rpn_cls: 0.02383 loss_rpn_loc: 0.03545 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:41:40 d2.utils.events]:  eta: 3:43:22 iter: 14979 total_loss: 1.633 loss_cls: 0.4926 loss_box_reg: 0.64 loss_mask: 0.3923 loss_rpn_cls: 0.03703 loss_rpn_loc: 0.04374 time: 0.1780 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:41:43 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0014999.pth [03/14 09:41:46 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.24 seconds. [03/14 09:41:46 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 09:41:46 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 09:41:46 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 09:41:46 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 09:41:47 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 09:41:48 d2.evaluation.evaluator]: Start inference on 645 images [03/14 09:41:56 d2.evaluation.evaluator]: Inference done 11/645. 0.0445 s / img. ETA=0:00:34 [03/14 09:42:01 d2.evaluation.evaluator]: Inference done 103/645. 0.0444 s / img. ETA=0:00:29 [03/14 09:42:06 d2.evaluation.evaluator]: Inference done 195/645. 0.0443 s / img. ETA=0:00:24 [03/14 09:42:11 d2.evaluation.evaluator]: Inference done 288/645. 0.0442 s / img. ETA=0:00:19 [03/14 09:42:16 d2.evaluation.evaluator]: Inference done 382/645. 0.0442 s / img. ETA=0:00:14 [03/14 09:42:21 d2.evaluation.evaluator]: Inference done 474/645. 0.0442 s / img. ETA=0:00:09 [03/14 09:42:26 d2.evaluation.evaluator]: Inference done 565/645. 0.0442 s / img. ETA=0:00:04 [03/14 09:42:30 d2.evaluation.evaluator]: Total inference time: 0:00:35.056267 (0.054775 s / img per device, on 1 devices) [03/14 09:42:30 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.044165 s / img per device, on 1 devices) [03/14 09:42:30 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 09:42:30 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 09:42:31 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/14 09:42:31 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 09:42:31 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.53 seconds. [03/14 09:42:31 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 09:42:31 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.05 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.118 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.255 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.102 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.030 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.071 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.155 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.148 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.072 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.142 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.281 [03/14 09:42:31 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.824 | 25.466 | 10.246 | 3.045 | 7.147 | 15.530 | [03/14 09:42:31 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.007 | books | 3.813 | chair | 9.417 | | furniture | 4.719 | painting | 29.541 | sofa | 6.862 | | table | 5.797 | tv | 11.269 | window | 16.989 | Loading and preparing results... DONE (t=0.13s) creating index... index created! [03/14 09:42:31 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 09:42:33 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.20 seconds. [03/14 09:42:33 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 09:42:33 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.05 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.102 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.092 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.004 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.052 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.129 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.199 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.200 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.064 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.128 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.237 [03/14 09:42:33 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.182 | 20.353 | 9.237 | 0.404 | 5.232 | 14.903 | [03/14 09:42:33 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.743 | books | 3.843 | chair | 3.489 | | furniture | 1.963 | painting | 34.507 | sofa | 4.664 | | table | 0.701 | tv | 12.287 | window | 18.440 | [03/14 09:42:33 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 09:42:33 d2.evaluation.testing]: copypaste: Task: bbox [03/14 09:42:33 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:42:33 d2.evaluation.testing]: copypaste: 11.8238,25.4663,10.2460,3.0455,7.1473,15.5300 [03/14 09:42:33 d2.evaluation.testing]: copypaste: Task: segm [03/14 09:42:33 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:42:33 d2.evaluation.testing]: copypaste: 10.1819,20.3530,9.2372,0.4036,5.2323,14.9029 [03/14 09:42:33 d2.utils.events]:  eta: 3:43:39 iter: 14999 total_loss: 1.427 loss_cls: 0.3763 loss_box_reg: 0.5477 loss_mask: 0.3818 loss_rpn_cls: 0.02849 loss_rpn_loc: 0.0475 time: 0.1780 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:42:36 d2.utils.events]:  eta: 3:43:35 iter: 15019 total_loss: 1.441 loss_cls: 0.3998 loss_box_reg: 0.5751 loss_mask: 0.3248 loss_rpn_cls: 0.03348 loss_rpn_loc: 0.056 time: 0.1780 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:42:40 d2.utils.events]:  eta: 3:43:35 iter: 15039 total_loss: 1.534 loss_cls: 0.4311 loss_box_reg: 0.6431 loss_mask: 0.3336 loss_rpn_cls: 0.03454 loss_rpn_loc: 0.05668 time: 0.1780 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 09:42:44 d2.utils.events]:  eta: 3:43:24 iter: 15059 total_loss: 1.616 loss_cls: 0.5006 loss_box_reg: 0.6509 loss_mask: 0.3729 loss_rpn_cls: 0.04137 loss_rpn_loc: 0.04786 time: 0.1780 data_time: 0.0111 lr: 0.0025 max_mem: 2341M [03/14 09:42:47 d2.utils.events]:  eta: 3:43:14 iter: 15079 total_loss: 1.587 loss_cls: 0.4605 loss_box_reg: 0.6637 loss_mask: 0.3811 loss_rpn_cls: 0.03254 loss_rpn_loc: 0.06439 time: 0.1780 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:42:51 d2.utils.events]:  eta: 3:43:10 iter: 15099 total_loss: 1.368 loss_cls: 0.3824 loss_box_reg: 0.6139 loss_mask: 0.3233 loss_rpn_cls: 0.03172 loss_rpn_loc: 0.05186 time: 0.1780 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:42:54 d2.utils.events]:  eta: 3:43:07 iter: 15119 total_loss: 1.482 loss_cls: 0.3967 loss_box_reg: 0.627 loss_mask: 0.3399 loss_rpn_cls: 0.03848 loss_rpn_loc: 0.06225 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:42:58 d2.utils.events]:  eta: 3:42:58 iter: 15139 total_loss: 1.322 loss_cls: 0.4092 loss_box_reg: 0.502 loss_mask: 0.303 loss_rpn_cls: 0.03596 loss_rpn_loc: 0.04395 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:43:02 d2.utils.events]:  eta: 3:43:10 iter: 15159 total_loss: 1.361 loss_cls: 0.3591 loss_box_reg: 0.6161 loss_mask: 0.3408 loss_rpn_cls: 0.0311 loss_rpn_loc: 0.04875 time: 0.1780 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:43:05 d2.utils.events]:  eta: 3:42:51 iter: 15179 total_loss: 1.503 loss_cls: 0.4362 loss_box_reg: 0.6106 loss_mask: 0.3339 loss_rpn_cls: 0.03265 loss_rpn_loc: 0.04078 time: 0.1780 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:43:09 d2.utils.events]:  eta: 3:43:03 iter: 15199 total_loss: 1.516 loss_cls: 0.4283 loss_box_reg: 0.6228 loss_mask: 0.3434 loss_rpn_cls: 0.03564 loss_rpn_loc: 0.05385 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:43:12 d2.utils.events]:  eta: 3:42:49 iter: 15219 total_loss: 1.58 loss_cls: 0.4568 loss_box_reg: 0.606 loss_mask: 0.3943 loss_rpn_cls: 0.04468 loss_rpn_loc: 0.06657 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 209:43:23] d2.utils.events INFO: eta: 3:42:29 iter: 15279 total_loss: 1.484 loss_cls: 0.4429 loss_box_reg: 0.6316 loss_mask: 0.3382 loss_rpn_cls: 0.03373 loss_rpn_loc: 0.04348 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:43:27] d2.utils.events INFO: eta: 3:42:25 iter: 15299 total_loss: 1.47 loss_cls: 0.4101 loss_box_reg: 0.6044 loss_mask: 0.3485 loss_rpn_cls: 0.02881 loss_rpn_loc: 0.03598 time: 0.1780 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 09:43:30] d2.utils.events INFO: eta: 3:42:22 iter: 15319 total_loss: 1.423 loss_cls: 0.4269 loss_box_reg: 0.567 loss_mask: 0.3665 loss_rpn_cls: 0.03031 loss_rpn_loc: 0.03488 time: 0.1780 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:43:34] d2.utils.events INFO: eta: 3:42:22 iter: 15339 total_loss: 1.465 loss_cls: 0.43 loss_box_reg: 0.5926 loss_mask: 0.3226 loss_rpn_cls: 0.03942 loss_rpn_loc: 0.04439 time: 0.1780 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 09:43:37] d2.utils.events INFO: eta: 3:42:30 iter: 15359 total_loss: 1.473 loss_cls: 0.5196 loss_box_reg: 0.5517 loss_mask: 0.3438 loss_rpn_cls: 0.02845 loss_rpn_loc: 0.04773 time: 0.1780 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:43:41] d2.utils.events INFO: eta: 3:42:34 iter: 15379 total_loss: 1.504 loss_cls: 0.4192 loss_box_reg: 0.5866 loss_mask: 0.3589 loss_rpn_cls: 0.03144 loss_rpn_loc: 0.0523 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:43:45] d2.utils.events INFO: eta: 3:42:52 iter: 15399 total_loss: 1.569 loss_cls: 0.4166 loss_box_reg: 0.6323 loss_mask: 0.3786 loss_rpn_cls: 0.02621 loss_rpn_loc: 0.04917 time: 0.1780 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:43:48] d2.utils.events INFO: eta: 3:42:45 iter: 15419 total_loss: 1.439 loss_cls: 0.4276 loss_box_reg: 0.6173 loss_mask: 0.3102 loss_rpn_cls: 0.03332 loss_rpn_loc: 0.03338 time: 0.1780 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:43:52] d2.utils.events INFO: eta: 3:42:41 iter: 15439 total_loss: 1.529 loss_cls: 0.4769 loss_box_reg: 0.6477 loss_mask: 0.357 loss_rpn_cls: 0.03015 loss_rpn_loc: 0.05057 time: 0.1780 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:43:55] d2.utils.events INFO: eta: 3:42:24 iter: 15459 total_loss: 1.502 loss_cls: 0.3665 loss_box_reg: 0.6566 loss_mask: 0.3672 loss_rpn_cls: 0.03982 loss_rpn_loc: 0.04361 time: 0.1780 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:43:59] d2.utils.events INFO: eta: 3:42:20 iter: 15479 total_loss: 1.401 loss_cls: 0.3781 loss_box_reg: 0.5918 loss_mask: 0.323 loss_rpn_cls: 0.02704 loss_rpn_loc: 0.04021 time: 0.1780 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:44:03] d2.utils.events INFO: eta: 3:42:28 iter: 15499 total_loss: 1.493 loss_cls: 0.4609 loss_box_reg: 0.6048 loss_mask: 0.3496 loss_rpn_cls: 0.02722 loss_rpn_loc: 0.04271 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:44:06] d2.utils.events INFO: eta: 3:42:28 iter: 15519 total_loss: 1.504 loss_cls: 0.4126 loss_box_reg: 0.5727 loss_mask: 0.371 loss_rpn_cls: 0.04374 loss_rpn_loc: 0.05299 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:44:10] d2.utils.events INFO: eta: 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data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:55:28 d2.utils.events]:  eta: 3:30:17 iter: 19319 total_loss: 1.416 loss_cls: 0.3663 loss_box_reg: 0.5722 loss_mask: 0.3502 loss_rpn_cls: 0.02558 loss_rpn_loc: 0.03757 time: 0.1780 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 09:55:32 d2.utils.events]:  eta: 3:30:14 iter: 19339 total_loss: 1.434 loss_cls: 0.4237 loss_box_reg: 0.559 loss_mask: 0.3312 loss_rpn_cls: 0.04076 loss_rpn_loc: 0.05292 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:55:35 d2.utils.events]:  eta: 3:30:05 iter: 19359 total_loss: 1.307 loss_cls: 0.3514 loss_box_reg: 0.584 loss_mask: 0.3176 loss_rpn_cls: 0.03017 loss_rpn_loc: 0.04917 time: 0.1780 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:55:39 d2.utils.events]:  eta: 3:30:06 iter: 19379 total_loss: 1.161 loss_cls: 0.2956 loss_box_reg: 0.4872 loss_mask: 0.2865 loss_rpn_cls: 0.02514 loss_rpn_loc: 0.02755 time: 0.1780 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:55:42 d2.utils.events]:  eta: 3:30:04 iter: 19399 total_loss: 1.244 loss_cls: 0.3337 loss_box_reg: 0.5779 loss_mask: 0.3442 loss_rpn_cls: 0.02996 loss_rpn_loc: 0.0413 time: 0.1780 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:55:46 d2.utils.events]:  eta: 3:29:57 iter: 19419 total_loss: 1.153 loss_cls: 0.3366 loss_box_reg: 0.5285 loss_mask: 0.314 loss_rpn_cls: 0.02467 loss_rpn_loc: 0.03913 time: 0.1780 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:55:50 d2.utils.events]:  eta: 3:29:55 iter: 19439 total_loss: 1.327 loss_cls: 0.3906 loss_box_reg: 0.5735 loss_mask: 0.3359 loss_rpn_cls: 0.03127 loss_rpn_loc: 0.04009 time: 0.1780 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:55:53 d2.utils.events]:  eta: 3:29:53 iter: 19459 total_loss: 1.393 loss_cls: 0.4077 loss_box_reg: 0.5601 loss_mask: 0.3057 loss_rpn_cls: 0.02515 loss_rpn_loc: 0.03523 time: 0.1780 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:55:57 d2.utils.events]:  eta: 3:29:47 iter: 19479 total_loss: 1.332 loss_cls: 0.3469 loss_box_reg: 0.596 loss_mask: 0.3404 loss_rpn_cls: 0.02668 loss_rpn_loc: 0.04248 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:56:00 d2.utils.events]:  eta: 3:29:44 iter: 19499 total_loss: 1.396 loss_cls: 0.4221 loss_box_reg: 0.604 loss_mask: 0.3423 loss_rpn_cls: 0.03009 loss_rpn_loc: 0.0443 time: 0.1780 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:56:04 d2.utils.events]:  eta: 3:29:39 iter: 19519 total_loss: 1.409 loss_cls: 0.4031 loss_box_reg: 0.5993 loss_mask: 0.3325 loss_rpn_cls: 0.03906 loss_rpn_loc: 0.04457 time: 0.1780 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 09:56:07 d2.utils.events]:  eta: 3:29:24 iter: 19539 total_loss: 1.33 loss_cls: 0.3393 loss_box_reg: 0.5738 loss_mask: 0.2998 loss_rpn_cls: 0.03221 loss_rpn_loc: 0.03903 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:56:11 d2.utils.events]:  eta: 3:29:13 iter: 19559 total_loss: 1.379 loss_cls: 0.3911 loss_box_reg: 0.5765 loss_mask: 0.3112 loss_rpn_cls: 0.0305 loss_rpn_loc: 0.04329 time: 0.1780 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:56:15 d2.utils.events]:  eta: 3:29:02 iter: 19579 total_loss: 1.288 loss_cls: 0.3117 loss_box_reg: 0.5494 loss_mask: 0.3115 loss_rpn_cls: 0.02801 loss_rpn_loc: 0.03358 time: 0.1780 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:56:18 d2.utils.events]:  eta: 3:29:22 iter: 19599 total_loss: 1.492 loss_cls: 0.3907 loss_box_reg: 0.6044 loss_mask: 0.3919 loss_rpn_cls: 0.03712 loss_rpn_loc: 0.0636 time: 0.1780 data_time: 0.0113 lr: 0.0025 max_mem: 2341M [03/14 09:56:22 d2.utils.events]:  eta: 3:29:14 iter: 19619 total_loss: 1.421 loss_cls: 0.3576 loss_box_reg: 0.5625 loss_mask: 0.3263 loss_rpn_cls: 0.02947 loss_rpn_loc: 0.05168 time: 0.1780 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:56:25 d2.utils.events]:  eta: 3:29:06 iter: 19639 total_loss: 1.267 loss_cls: 0.3065 loss_box_reg: 0.5495 loss_mask: 0.3109 loss_rpn_cls: 0.02786 loss_rpn_loc: 0.03837 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:56:29 d2.utils.events]:  eta: 3:29:16 iter: 19659 total_loss: 1.318 loss_cls: 0.3554 loss_box_reg: 0.5338 loss_mask: 0.3293 loss_rpn_cls: 0.03227 loss_rpn_loc: 0.04686 time: 0.1780 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:56:33 d2.utils.events]:  eta: 3:29:13 iter: 19679 total_loss: 1.353 loss_cls: 0.3349 loss_box_reg: 0.6093 loss_mask: 0.3102 loss_rpn_cls: 0.03082 loss_rpn_loc: 0.03963 time: 0.1780 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 09:56:36 d2.utils.events]:  eta: 3:29:09 iter: 19699 total_loss: 1.356 loss_cls: 0.3674 loss_box_reg: 0.5584 loss_mask: 0.3423 loss_rpn_cls: 0.03551 loss_rpn_loc: 0.04308 time: 0.1780 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:56:40 d2.utils.events]:  eta: 3:29:06 iter: 19719 total_loss: 1.189 loss_cls: 0.3244 loss_box_reg: 0.5639 loss_mask: 0.2856 loss_rpn_cls: 0.02164 loss_rpn_loc: 0.03713 time: 0.1780 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:56:43 d2.utils.events]:  eta: 3:29:06 iter: 19739 total_loss: 1.339 loss_cls: 0.3286 loss_box_reg: 0.615 loss_mask: 0.3235 loss_rpn_cls: 0.02937 loss_rpn_loc: 0.04258 time: 0.1780 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:56:47 d2.utils.events]:  eta: 3:29:18 iter: 19759 total_loss: 1.358 loss_cls: 0.3546 loss_box_reg: 0.6035 loss_mask: 0.326 loss_rpn_cls: 0.0285 loss_rpn_loc: 0.04076 time: 0.1780 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 09:56:51 d2.utils.events]:  eta: 3:29:19 iter: 19779 total_loss: 1.26 loss_cls: 0.315 loss_box_reg: 0.5621 loss_mask: 0.3219 loss_rpn_cls: 0.02403 loss_rpn_loc: 0.0502 time: 0.1780 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:56:54 d2.utils.events]:  eta: 3:29:09 iter: 19799 total_loss: 1.356 loss_cls: 0.4052 loss_box_reg: 0.5257 loss_mask: 0.2962 loss_rpn_cls: 0.03337 loss_rpn_loc: 0.06453 time: 0.1780 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:56:58 d2.utils.events]:  eta: 3:29:29 iter: 19819 total_loss: 1.163 loss_cls: 0.2941 loss_box_reg: 0.49 loss_mask: 0.2707 loss_rpn_cls: 0.0239 loss_rpn_loc: 0.03972 time: 0.1781 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:57:01 d2.utils.events]:  eta: 3:29:51 iter: 19839 total_loss: 1.359 loss_cls: 0.3386 loss_box_reg: 0.5631 loss_mask: 0.3441 loss_rpn_cls: 0.02895 loss_rpn_loc: 0.04037 time: 0.1781 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:57:05 d2.utils.events]:  eta: 3:29:49 iter: 19859 total_loss: 1.345 loss_cls: 0.3347 loss_box_reg: 0.5773 loss_mask: 0.3079 loss_rpn_cls: 0.02656 loss_rpn_loc: 0.03323 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:57:09 d2.utils.events]:  eta: 3:29:56 iter: 19879 total_loss: 1.358 loss_cls: 0.393 loss_box_reg: 0.5779 loss_mask: 0.3306 loss_rpn_cls: 0.03073 loss_rpn_loc: 0.06385 time: 0.1781 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 09:57:12 d2.utils.events]:  eta: 3:30:00 iter: 19899 total_loss: 1.365 loss_cls: 0.3891 loss_box_reg: 0.5692 loss_mask: 0.3157 loss_rpn_cls: 0.0275 loss_rpn_loc: 0.04891 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:57:16 d2.utils.events]:  eta: 3:29:44 iter: 19919 total_loss: 1.393 loss_cls: 0.3995 loss_box_reg: 0.5413 loss_mask: 0.3087 loss_rpn_cls: 0.03363 loss_rpn_loc: 0.04371 time: 0.1781 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:57:20 d2.utils.events]:  eta: 3:29:45 iter: 19939 total_loss: 1.336 loss_cls: 0.3301 loss_box_reg: 0.566 loss_mask: 0.3425 loss_rpn_cls: 0.02879 loss_rpn_loc: 0.05953 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:57:23 d2.utils.events]:  eta: 3:29:05 iter: 19959 total_loss: 1.211 loss_cls: 0.3017 loss_box_reg: 0.5322 loss_mask: 0.3125 loss_rpn_cls: 0.02539 loss_rpn_loc: 0.04507 time: 0.1781 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:57:27 d2.utils.events]:  eta: 3:29:01 iter: 19979 total_loss: 1.412 loss_cls: 0.3785 loss_box_reg: 0.5718 loss_mask: 0.347 loss_rpn_cls: 0.03381 loss_rpn_loc: 0.04413 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:57:30 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0019999.pth [03/14 09:57:33 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.21 seconds. [03/14 09:57:33 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 09:57:33 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 09:57:33 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 09:57:33 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 09:57:33 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 09:57:35 d2.evaluation.evaluator]: Start inference on 645 images [03/14 09:57:43 d2.evaluation.evaluator]: Inference done 11/645. 0.0447 s / img. ETA=0:00:35 [03/14 09:57:48 d2.evaluation.evaluator]: Inference done 101/645. 0.0443 s / img. ETA=0:00:30 [03/14 09:57:53 d2.evaluation.evaluator]: Inference done 191/645. 0.0443 s / img. ETA=0:00:25 [03/14 09:57:58 d2.evaluation.evaluator]: Inference done 282/645. 0.0443 s / img. ETA=0:00:20 [03/14 09:58:03 d2.evaluation.evaluator]: Inference done 374/645. 0.0443 s / img. ETA=0:00:15 [03/14 09:58:08 d2.evaluation.evaluator]: Inference done 462/645. 0.0443 s / img. ETA=0:00:10 [03/14 09:58:13 d2.evaluation.evaluator]: Inference done 550/645. 0.0444 s / img. ETA=0:00:05 [03/14 09:58:18 d2.evaluation.evaluator]: Inference done 639/645. 0.0444 s / img. ETA=0:00:00 [03/14 09:58:18 d2.evaluation.evaluator]: Total inference time: 0:00:36.163941 (0.056506 s / img per device, on 1 devices) [03/14 09:58:18 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.044356 s / img per device, on 1 devices) [03/14 09:58:19 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 09:58:19 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 09:58:19 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/14 09:58:19 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 09:58:19 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.61 seconds. [03/14 09:58:19 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 09:58:19 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.06 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.119 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.092 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.027 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.067 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.168 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.148 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.241 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.078 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.298 [03/14 09:58:19 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.929 | 26.517 | 9.209 | 2.685 | 6.732 | 16.814 | [03/14 09:58:19 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 15.172 | books | 4.315 | chair | 9.457 | | furniture | 4.969 | painting | 28.720 | sofa | 7.958 | | table | 7.164 | tv | 13.404 | window | 16.207 | Loading and preparing results... DONE (t=0.17s) creating index... index created! [03/14 09:58:20 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 09:58:21 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.38 seconds. [03/14 09:58:21 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 09:58:21 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.05 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.105 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.211 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.100 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.009 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.052 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.132 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.207 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.058 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.132 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.247 [03/14 09:58:21 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.476 | 21.123 | 9.981 | 0.861 | 5.169 | 16.280 | [03/14 09:58:21 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 8.741 | books | 4.759 | chair | 4.027 | | furniture | 2.873 | painting | 32.150 | sofa | 4.869 | | table | 2.330 | tv | 16.960 | window | 17.573 | [03/14 09:58:21 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 09:58:21 d2.evaluation.testing]: copypaste: Task: bbox [03/14 09:58:21 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:58:21 d2.evaluation.testing]: copypaste: 11.9294,26.5175,9.2086,2.6847,6.7323,16.8142 [03/14 09:58:21 d2.evaluation.testing]: copypaste: Task: segm [03/14 09:58:21 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 09:58:21 d2.evaluation.testing]: copypaste: 10.4756,21.1230,9.9807,0.8606,5.1690,16.2800 [03/14 09:58:21 d2.utils.events]:  eta: 3:29:23 iter: 19999 total_loss: 1.373 loss_cls: 0.3968 loss_box_reg: 0.5747 loss_mask: 0.311 loss_rpn_cls: 0.02655 loss_rpn_loc: 0.05388 time: 0.1781 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:58:25 d2.utils.events]:  eta: 3:29:42 iter: 20019 total_loss: 1.336 loss_cls: 0.3248 loss_box_reg: 0.5694 loss_mask: 0.3318 loss_rpn_cls: 0.03191 loss_rpn_loc: 0.05469 time: 0.1781 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:58:29 d2.utils.events]:  eta: 3:29:47 iter: 20039 total_loss: 1.319 loss_cls: 0.3375 loss_box_reg: 0.5585 loss_mask: 0.3322 loss_rpn_cls: 0.02809 loss_rpn_loc: 0.0494 time: 0.1781 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 09:58:32 d2.utils.events]:  eta: 3:29:44 iter: 20059 total_loss: 1.457 loss_cls: 0.3879 loss_box_reg: 0.6171 loss_mask: 0.3518 loss_rpn_cls: 0.02937 loss_rpn_loc: 0.06467 time: 0.1781 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:58:36 d2.utils.events]:  eta: 3:30:02 iter: 20079 total_loss: 1.342 loss_cls: 0.392 loss_box_reg: 0.5719 loss_mask: 0.3268 loss_rpn_cls: 0.02364 loss_rpn_loc: 0.03311 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 09:58:39 d2.utils.events]:  eta: 3:29:58 iter: 20099 total_loss: 1.393 loss_cls: 0.3892 loss_box_reg: 0.5792 loss_mask: 0.3372 loss_rpn_cls: 0.03392 loss_rpn_loc: 0.05512 time: 0.1781 data_time: 0.0111 lr: 0.0025 max_mem: 2341M [03/14 09:58:43 d2.utils.events]:  eta: 3:30:07 iter: 20119 total_loss: 1.283 loss_cls: 0.3248 loss_box_reg: 0.5686 loss_mask: 0.3027 loss_rpn_cls: 0.0241 loss_rpn_loc: 0.04558 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:58:47 d2.utils.events]:  eta: 3:29:51 iter: 20139 total_loss: 1.237 loss_cls: 0.3528 loss_box_reg: 0.5189 loss_mask: 0.3128 loss_rpn_cls: 0.02192 loss_rpn_loc: 0.04119 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:58:50 d2.utils.events]:  eta: 3:29:35 iter: 20159 total_loss: 1.466 loss_cls: 0.4296 loss_box_reg: 0.579 loss_mask: 0.3034 loss_rpn_cls: 0.03137 loss_rpn_loc: 0.04977 time: 0.1781 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:58:54 d2.utils.events]:  eta: 3:29:22 iter: 20179 total_loss: 1.36 loss_cls: 0.3418 loss_box_reg: 0.5618 loss_mask: 0.3231 loss_rpn_cls: 0.03325 loss_rpn_loc: 0.03984 time: 0.1781 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:58:58 d2.utils.events]:  eta: 3:29:19 iter: 20199 total_loss: 1.334 loss_cls: 0.3744 loss_box_reg: 0.5434 loss_mask: 0.3426 loss_rpn_cls: 0.02293 loss_rpn_loc: 0.03522 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 09:59:01 d2.utils.events]:  eta: 3:29:30 iter: 20219 total_loss: 1.278 loss_cls: 0.3545 loss_box_reg: 0.5504 loss_mask: 0.3078 loss_rpn_cls: 0.02637 loss_rpn_loc: 0.04717 time: 0.1781 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 09:59:05 d2.utils.events]:  eta: 3:29:38 iter: 20239 total_loss: 1.178 loss_cls: 0.3025 loss_box_reg: 0.5546 loss_mask: 0.3024 loss_rpn_cls: 0.03315 loss_rpn_loc: 0.03917 time: 0.1781 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:59:08 d2.utils.events]:  eta: 3:30:04 iter: 20259 total_loss: 1.129 loss_cls: 0.3096 loss_box_reg: 0.5157 loss_mask: 0.2945 loss_rpn_cls: 0.03256 loss_rpn_loc: 0.03803 time: 0.1781 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:59:12 d2.utils.events]:  eta: 3:30:04 iter: 20279 total_loss: 1.369 loss_cls: 0.3657 loss_box_reg: 0.5965 loss_mask: 0.2976 loss_rpn_cls: 0.03803 loss_rpn_loc: 0.05793 time: 0.1781 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 09:59:15 d2.utils.events]:  eta: 3:29:54 iter: 20299 total_loss: 1.211 loss_cls: 0.3565 loss_box_reg: 0.512 loss_mask: 0.2933 loss_rpn_cls: 0.02375 loss_rpn_loc: 0.0308 time: 0.1781 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 09:59:19 d2.utils.events]:  eta: 3:29:48 iter: 20319 total_loss: 1.409 loss_cls: 0.3776 loss_box_reg: 0.5437 loss_mask: 0.3276 loss_rpn_cls: 0.02783 loss_rpn_loc: 0.04451 time: 0.1781 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:59:23 d2.utils.events]:  eta: 3:29:45 iter: 20339 total_loss: 1.498 loss_cls: 0.4382 loss_box_reg: 0.5934 loss_mask: 0.349 loss_rpn_cls: 0.03132 loss_rpn_loc: 0.05501 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:59:26 d2.utils.events]:  eta: 3:29:33 iter: 20359 total_loss: 1.459 loss_cls: 0.4009 loss_box_reg: 0.5532 loss_mask: 0.3362 loss_rpn_cls: 0.02163 loss_rpn_loc: 0.04178 time: 0.1781 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 09:59:30 d2.utils.events]:  eta: 3:29:20 iter: 20379 total_loss: 1.308 loss_cls: 0.3446 loss_box_reg: 0.5554 loss_mask: 0.3344 loss_rpn_cls: 0.03135 loss_rpn_loc: 0.03428 time: 0.1781 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 09:59:33 d2.utils.events]:  eta: 3:29:34 iter: 20399 total_loss: 1.44 loss_cls: 0.3895 loss_box_reg: 0.5835 loss_mask: 0.3401 loss_rpn_cls: 0.04393 loss_rpn_loc: 0.04419 time: 0.1781 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:59:37 d2.utils.events]:  eta: 3:29:47 iter: 20419 total_loss: 1.411 loss_cls: 0.4167 loss_box_reg: 0.5682 loss_mask: 0.3065 loss_rpn_cls: 0.02468 loss_rpn_loc: 0.04225 time: 0.1781 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 09:59:41 d2.utils.events]:  eta: 3:29:27 iter: 20439 total_loss: 1.369 loss_cls: 0.4097 loss_box_reg: 0.581 loss_mask: 0.3331 loss_rpn_cls: 0.03536 loss_rpn_loc: 0.05694 time: 0.1781 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 09:59:44 d2.utils.events]:  eta: 3:29:14 iter: 20459 total_loss: 1.393 loss_cls: 0.3506 loss_box_reg: 0.5919 loss_mask: 0.3398 loss_rpn_cls: 0.02785 loss_rpn_loc: 0.0579 time: 0.1781 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 09:59:48 d2.utils.events]:  eta: 3:29:19 iter: 20479 total_loss: 1.401 loss_cls: 0.4125 loss_box_reg: 0.5833 loss_mask: 0.3311 loss_rpn_cls: 0.02718 loss_rpn_loc: 0.0444 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 09:59:51 d2.utils.events]:  eta: 3:29:22 iter: 20499 total_loss: 1.366 loss_cls: 0.3326 loss_box_reg: 0.5677 loss_mask: 0.3471 loss_rpn_cls: 0.0223 loss_rpn_loc: 0.04021 time: 0.1781 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 09:59:55 d2.utils.events]:  eta: 3:29:14 iter: 20519 total_loss: 1.326 loss_cls: 0.3786 loss_box_reg: 0.5682 loss_mask: 0.3212 loss_rpn_cls: 0.02799 loss_rpn_loc: 0.04238 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 09:59:59 d2.utils.events]:  eta: 3:29:15 iter: 20539 total_loss: 1.338 loss_cls: 0.3248 loss_box_reg: 0.5902 loss_mask: 0.3273 loss_rpn_cls: 0.02219 loss_rpn_loc: 0.04233 time: 0.1781 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:00:02 d2.utils.events]:  eta: 3:29:10 iter: 20559 total_loss: 1.383 loss_cls: 0.3118 loss_box_reg: 0.579 loss_mask: 0.3324 loss_rpn_cls: 0.02595 loss_rpn_loc: 0.03061 time: 0.1781 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:00:06 d2.utils.events]:  eta: 3:29:06 iter: 20579 total_loss: 1.265 loss_cls: 0.2944 loss_box_reg: 0.5634 loss_mask: 0.2998 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data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:00:24 d2.utils.events]:  eta: 3:28:43 iter: 20679 total_loss: 1.513 loss_cls: 0.4515 loss_box_reg: 0.6122 loss_mask: 0.341 loss_rpn_cls: 0.03221 loss_rpn_loc: 0.06212 time: 0.1781 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:00:27 d2.utils.events]:  eta: 3:28:20 iter: 20699 total_loss: 1.198 loss_cls: 0.3529 loss_box_reg: 0.5184 loss_mask: 0.295 loss_rpn_cls: 0.0283 loss_rpn_loc: 0.03649 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:00:31 d2.utils.events]:  eta: 3:28:37 iter: 20719 total_loss: 1.309 loss_cls: 0.364 loss_box_reg: 0.5483 loss_mask: 0.31 loss_rpn_cls: 0.02364 loss_rpn_loc: 0.05527 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:00:34 d2.utils.events]:  eta: 3:29:10 iter: 20739 total_loss: 1.348 loss_cls: 0.352 loss_box_reg: 0.5598 loss_mask: 0.3413 loss_rpn_cls: 0.03706 loss_rpn_loc: 0.04686 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:00:38 d2.utils.events]:  eta: 3:28:53 iter: 20759 total_loss: 1.43 loss_cls: 0.4357 loss_box_reg: 0.5584 loss_mask: 0.2813 loss_rpn_cls: 0.03137 loss_rpn_loc: 0.04971 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:00:42 d2.utils.events]:  eta: 3:29:07 iter: 20779 total_loss: 1.338 loss_cls: 0.4005 loss_box_reg: 0.6128 loss_mask: 0.3064 loss_rpn_cls: 0.03319 loss_rpn_loc: 0.03832 time: 0.1781 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:00:45 d2.utils.events]:  eta: 3:28:53 iter: 20799 total_loss: 1.219 loss_cls: 0.2919 loss_box_reg: 0.5428 loss_mask: 0.2816 loss_rpn_cls: 0.021 loss_rpn_loc: 0.04049 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:00:49 d2.utils.events]:  eta: 3:28:22 iter: 20819 total_loss: 1.351 loss_cls: 0.4317 loss_box_reg: 0.5502 loss_mask: 0.333 loss_rpn_cls: 0.03196 loss_rpn_loc: 0.04728 time: 0.1781 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 10:00:52 d2.utils.events]:  eta: 3:28:28 iter: 20839 total_loss: 1.318 loss_cls: 0.3665 loss_box_reg: 0.5569 loss_mask: 0.3088 loss_rpn_cls: 0.02817 loss_rpn_loc: 0.03244 time: 0.1781 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:00:56 d2.utils.events]:  eta: 3:28:12 iter: 20859 total_loss: 1.488 loss_cls: 0.3901 loss_box_reg: 0.5914 loss_mask: 0.3155 loss_rpn_cls: 0.02959 loss_rpn_loc: 0.04763 time: 0.1781 data_time: 0.0110 lr: 0.0025 max_mem: 2341M [03/14 10:01:00 d2.utils.events]:  eta: 3:28:07 iter: 20879 total_loss: 1.472 loss_cls: 0.414 loss_box_reg: 0.5795 loss_mask: 0.3113 loss_rpn_cls: 0.03193 loss_rpn_loc: 0.04474 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:01:03 d2.utils.events]:  eta: 3:28:03 iter: 20899 total_loss: 1.325 loss_cls: 0.3569 loss_box_reg: 0.5442 loss_mask: 0.3115 loss_rpn_cls: 0.01871 loss_rpn_loc: 0.03965 time: 0.1781 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:01:07 d2.utils.events]:  eta: 3:27:13 iter: 20919 total_loss: 1.195 loss_cls: 0.3145 loss_box_reg: 0.5349 loss_mask: 0.2878 loss_rpn_cls: 0.02154 loss_rpn_loc: 0.0312 time: 0.1781 data_time: 0.0088 lr: 0.0025 max_mem: 2341M [03/14 10:01:10 d2.utils.events]:  eta: 3:26:54 iter: 20939 total_loss: 1.291 loss_cls: 0.3744 loss_box_reg: 0.5719 loss_mask: 0.289 loss_rpn_cls: 0.02319 loss_rpn_loc: 0.0389 time: 0.1781 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 10:01:14 d2.utils.events]:  eta: 3:26:55 iter: 20959 total_loss: 1.298 loss_cls: 0.4502 loss_box_reg: 0.5514 loss_mask: 0.2786 loss_rpn_cls: 0.02422 loss_rpn_loc: 0.03627 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:01:17 d2.utils.events]:  eta: 3:26:53 iter: 20979 total_loss: 1.217 loss_cls: 0.3433 loss_box_reg: 0.5302 loss_mask: 0.2987 loss_rpn_cls: 0.02205 loss_rpn_loc: 0.03485 time: 0.1781 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 10:01:21 d2.utils.events]:  eta: 3:26:50 iter: 20999 total_loss: 1.371 loss_cls: 0.4122 loss_box_reg: 0.5449 loss_mask: 0.3054 loss_rpn_cls: 0.02893 loss_rpn_loc: 0.04653 time: 0.1781 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:01:24 d2.utils.events]:  eta: 3:26:36 iter: 21019 total_loss: 1.316 loss_cls: 0.3628 loss_box_reg: 0.5631 loss_mask: 0.3231 loss_rpn_cls: 0.02909 loss_rpn_loc: 0.04317 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:01:28 d2.utils.events]:  eta: 3:26:36 iter: 21039 total_loss: 1.448 loss_cls: 0.3814 loss_box_reg: 0.6092 loss_mask: 0.3194 loss_rpn_cls: 0.04032 loss_rpn_loc: 0.04478 time: 0.1781 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:01:32 d2.utils.events]:  eta: 3:26:33 iter: 21059 total_loss: 1.419 loss_cls: 0.3966 loss_box_reg: 0.5884 loss_mask: 0.313 loss_rpn_cls: 0.02799 loss_rpn_loc: 0.03844 time: 0.1781 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:01:35 d2.utils.events]:  eta: 3:26:27 iter: 21079 total_loss: 1.27 loss_cls: 0.3341 loss_box_reg: 0.5498 loss_mask: 0.3046 loss_rpn_cls: 0.02191 loss_rpn_loc: 0.04112 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:01:39 d2.utils.events]:  eta: 3:26:26 iter: 21099 total_loss: 1.411 loss_cls: 0.4186 loss_box_reg: 0.5936 loss_mask4 time: 0.1781 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:01:46] d2.utils.events INFO: eta: 3:26:11 iter: 21139 total_loss: 1.145 loss_cls: 0.2894 loss_box_reg: 0.5298 loss_mask: 0.2935 loss_rpn_cls: 0.02634 loss_rpn_loc: 0.03973 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:01:50] d2.utils.events INFO: eta: 3:26:07 iter: 21159 total_loss: 1.284 loss_cls: 0.3314 loss_box_reg: 0.5771 loss_mask: 0.3341 loss_rpn_cls: 0.026 loss_rpn_loc: 0.04708 time: 0.1781 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:01:53] d2.utils.events INFO: eta: 3:26:05 iter: 21179 total_loss: 1.384 loss_cls: 0.3535 loss_box_reg: 0.5609 loss_mask: 0.3128 loss_rpn_cls: 0.031 loss_rpn_loc: 0.05117 time: 0.1781 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:01:57] d2.utils.events INFO: eta: 3:26:02 iter: 21199 total_loss: 1.331 loss_cls: 0.3827 loss_box_reg: 0.5664 loss_mask: 0.3268 loss_rpn_cls: 0.02671 loss_rpn_loc: 0.04362 time: 0.1781 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:02:00] d2.utils.events INFO: eta: 3:25:56 iter: 21219 total_loss: 1.269 loss_cls: 0.3566 loss_box_reg: 0.5499 loss_mask: 0.3052 loss_rpn_cls: 0.0299 loss_rpn_loc: 0.03347 time: 0.1781 data_time: 0.0111 lr: 0.0025 max_mem: 2341M [03/14 10:02:04] d2.utils.events INFO: eta: 3:25:54 iter: 21239 total_loss: 1.342 loss_cls: 0.3676 loss_box_reg: 0.6039 loss_mask: 0.3195 loss_rpn_cls: 0.02397 loss_rpn_loc: 0.05158 time: 0.1781 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:02:08] d2.utils.events INFO: eta: 3:25:40 iter: 21259 total_loss: 1.355 loss_cls: 0.3905 loss_box_reg: 0.5747 loss_mask: 0.3257 loss_rpn_cls: 0.0284 loss_rpn_loc: 0.04215 time: 0.1781 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:02:11] d2.utils.events INFO: eta: 3:25:28 iter: 21279 total_loss: 1.384 loss_cls: 0.4453 loss_box_reg: 0.5535 loss_mask: 0.3209 loss_rpn_cls: 0.03342 loss_rpn_loc: 0.04425 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:02:15] d2.utils.events INFO: eta: 3:25:15 iter: 21299 total_loss: 1.46 loss_cls: 0.4165 loss_box_reg: 0.5698 loss_mask: 0.3217 loss_rpn_cls: 0.02758 loss_rpn_loc: 0.05482 time: 0.1781 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:02:18] d2.utils.events INFO: eta: 3:25:08 iter: 21319 total_loss: 1.312 loss_cls: 0.3947 loss_box_reg: 0.5382 loss_mask: 0.2747 loss_rpn_cls: 0.02306 loss_rpn_loc: 0.04616 time: 0.1781 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:02:22] d2.utils.events INFO: eta: 3:25:08 iter: 21339 total_loss: 1.268 loss_cls: 0.2868 loss_box_reg: 0.5562 loss_mask: 0.2871 loss_rpn_cls: 0.02697 loss_rpn_loc: 0.03813 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:02:26] d2.utils.events INFO: eta: 3:25:12 iter: 21359 total_loss: 1.337 loss_cls: 0.3791 loss_box_reg: 0.571 loss_mask: 0.3266 loss_rpn_cls: 0.0246 loss_rpn_loc: 0.03504 time: 0.1781 data_time: 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d2.utils.events]:  eta: 3:16:15 iter: 23639 total_loss: 1.237 loss_cls: 0.3159 loss_box_reg: 0.5082 loss_mask: 0.2714 loss_rpn_cls: 0.02551 loss_rpn_loc: 0.05874 time: 0.1781 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:09:19 d2.utils.events]:  eta: 3:16:14 iter: 23659 total_loss: 1.172 loss_cls: 0.2625 loss_box_reg: 0.5266 loss_mask: 0.2705 loss_rpn_cls: 0.0197 loss_rpn_loc: 0.03486 time: 0.1781 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 10:09:23 d2.utils.events]:  eta: 3:16:12 iter: 23679 total_loss: 1.181 l loss_cls: 0.3556 loss_box_reg: 0.4917 loss_mask: 0.2939 loss_rpn_cls: 0.02385 loss_rpn_loc: 0.04489 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:09:30] d2.utils.events INFO: eta: 3:16:31 iter: 23719 total_loss: 1.409 loss_cls: 0.3849 loss_box_reg: 0.5502 loss_mask: 0.356 loss_rpn_cls: 0.02721 loss_rpn_loc: 0.04456 time: 0.1781 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:09:34] d2.utils.events INFO: eta: 3:16:30 iter: 23739 total_loss: 1.166 loss_cls: 0.2879 loss_box_reg: 0.5121 loss_mask: 0.2785 loss_rpn_cls: 0.02657 loss_rpn_loc: 0.04381 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:09:37] d2.utils.events INFO: eta: 3:16:26 iter: 23759 total_loss: 1.148 loss_cls: 0.278 loss_box_reg: 0.5057 loss_mask: 0.3054 loss_rpn_cls: 0.02428 loss_rpn_loc: 0.0253 time: 0.1781 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:09:41] d2.utils.events INFO: eta: 3:16:32 iter: 23779 total_loss: 1.247 loss_cls: 0.3875 loss_box_reg: 0.547 loss_mask: 0.2938 loss_rpn_cls: 0.02328 loss_rpn_loc: 0.05449 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:09:44] d2.utils.events INFO: eta: 3:16:26 iter: 23799 total_loss: 1.274 loss_cls: 0.3642 loss_box_reg: 0.5891 loss_mask: 0.3228 loss_rpn_cls: 0.02571 loss_rpn_loc: 0.04998 time: 0.1781 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:09:48] d2.utils.events INFO: eta: 3:16:19 iter: 23819 total_loss: 1.225 loss_cls: 0.2899 loss_box_reg: 0.5673 loss_mask: 0.3084 loss_rpn_cls: 0.02708 loss_rpn_loc: 0.04935 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:09:52] d2.utils.events INFO: eta: 3:16:15 iter: 23839 total_loss: 1.363 loss_cls: 0.4115 loss_box_reg: 0.5558 loss_mask: 0.3239 loss_rpn_cls: 0.0283 loss_rpn_loc: 0.03576 time: 0.1781 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:09:55] d2.utils.events INFO: eta: 3:16:10 iter: 23859 total_loss: 1.241 loss_cls: 0.2941 loss_box_reg: 0.5458 loss_mask: 0.3207 loss_rpn_cls: 0.02216 loss_rpn_loc: 0.03669 time: 0.1781 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:09:59] d2.utils.events INFO: eta: 3:16:06 iter: 23879 total_loss: 1.266 loss_cls: 0.3473 loss_box_reg: 0.5444 loss_mask: 0.3098 loss_rpn_cls: 0.02205 loss_rpn_loc: 0.04294 time: 0.1781 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:10:02] d2.utils.events INFO: eta: 3:16:01 iter: 23899 total_loss: 1.209 loss_cls: 0.2922 loss_box_reg: 0.5156 loss_mask: 0.3036 loss_rpn_cls: 0.02202 loss_rpn_loc: 0.03906 time: 0.1781 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:10:06] d2.utils.events INFO: eta: 3:15:58 iter: 23919 total_loss: 1.182 loss_cls: 0.2701 loss_box_reg: 0.5371 loss_mask: 0.2684 loss_rpn_cls: 0.02231 loss_rpn_loc: 0.03084 time: 0.1781 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:10:09] d2.utils.events INFO: eta: 3:15:56 iter: 23939 total_loss: 1.226 loss_cls: 0.3149 loss_box_reg: 0.5054 loss_mask: 0.2938 loss_rpn_cls: 0.02225 loss_rpn_loc: 0.0349 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:10:13] d2.utils.events INFO: eta: 3:15:50 iter: 23959 total_loss: 1.2 loss_cls: 0.3359 loss_box_reg: 0.5131 loss_mask: 0.3166 loss_rpn_cls: 0.02457 loss_rpn_loc: 0.0429 time: 0.1781 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:10:17] d2.utils.events INFO: eta: 3:15:33 iter: 23979 total_loss: 1.239 loss_cls: 0.312 loss_box_reg: 0.5507 loss_mask: 0.3206 loss_rpn_cls: 0.01996 loss_rpn_loc: 0.03746 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:10:20] d2.utils.events INFO: eta: 3:15:20 iter: 23999 total_loss: 1.273 loss_cls: 0.3119 loss_box_reg: 0.572 loss_mask: 0.308 loss_rpn_cls: 0.02748 loss_rpn_loc: 0.03878 time: 0.1781 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:10:24] d2.utils.events INFO: eta: 3:15:18 iter: 24019 total_loss: 1.321 loss_cls: 0.4019 loss_box_reg: 0.5375 loss_mask: 0.2703 loss_rpn_cls: 0.02206 loss_rpnreg: 0.572 loss_mask: 0.308 loss_rpn_cls: 0.02748 loss_rpn_loc: 0.03878 time: 0.1781 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:10:24 d2.utils.events]:  eta: 3:15:18 iter: 24019 total_loss: 1.321 loss_cls: 0.4019 loss_box_reg: 0.5375 loss_mask: 0.2703 loss_rpn_cls: 0.02206 loss_rpn_loc: 0.04416 time: 0.1781 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:10:28 d2.utils.events]:  eta: 3:15:36 iter: 24039 total_loss: 1.32 loss_cls: 0.3584 loss_box_reg: 0.5647 loss_mask: 0.322 loss_rpn_cls: 0.02691 loss_rpn_loc: 0.05004 time: 0.1781 data_time: 0.0119 lr: 0.0025 max_mem: 2341M [03/14 10:10:31 d2.utils.events]:  eta: 3:15:41 iter: 24059 total_loss: 1.35 loss_cls: 0.3464 loss_box_reg: 0.5592 loss_mask: 0.3326 loss_rpn_cls: 0.02425 loss_rpn_loc: 0.06752 time: 0.1782 data_time: 0.0114 lr: 0.0025 max_mem: 2341M [03/14 10:10:35 d2.utils.events]:  eta: 3:15:31 iter: 24079 total_loss: 1.272 loss_cls: 0.3323 loss_box_reg: 0.539 loss_mask: 0.317 loss_rpn_cls: 0.02945 loss_rpn_loc: 0.05356 time: 0.1781 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:10:39 d2.utils.events]:  eta: 3:15:27 iter: 24099 total_loss: 1.283 loss_cls: 0.311 loss_box_reg: 0.513 loss_mask: 0.2947 loss_rpn_cls: 0.02556 loss_rpn_loc: 0.04787 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:10:42 d2.utils.events]:  eta: 3:15:22 iter: 24119 total_loss: 1.265 loss_cls: 0.3596 loss_box_reg: 0.53 loss_mask: 0.3294 loss_rpn_cls: 0.02172 loss_rpn_loc: 0.02967 time: 0.1782 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:10:46 d2.utils.events]:  eta: 3:15:20 iter: 24139 total_loss: 1.186 loss_cls: 0.2924 loss_box_reg: 0.5308 loss_mask: 0.2871 loss_rpn_cls: 0.02227 loss_rpn_loc: 0.03684 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:10:49 d2.utils.events]:  eta: 3:15:30 iter: 24159 total_loss: 1.269 loss_cls: 0.3451 loss_box_reg: 0.5435 loss_mask: 0.3051 loss_rpn_cls: 0.02225 loss_rpn_loc: 0.03968 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:10:53 d2.utils.events]:  eta: 3:15:37 iter: 24179 total_loss: 1.164 loss_cls: 0.3091 loss_box_reg: 0.512 loss_mask: 0.2818 loss_rpn_cls: 0.01962 loss_rpn_loc: 0.04072 time: 0.1782 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:10:57 d2.utils.events]:  eta: 3:15:36 iter: 24199 total_loss: 1.162 loss_cls: 0.3732 loss_box_reg: 0.4867 loss_mask: 0.2631 loss_rpn_cls: 0.01508 loss_rpn_loc: 0.04102 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:11:00 d2.utils.events]:  eta: 3:15:28 iter: 24219 total_loss: 1.254 loss_cls: 0.3492 loss_box_reg: 0.5367 loss_mask: 0.3243 loss_rpn_cls: 0.0268 loss_rpn_loc: 0.03952 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:11:04 d2.utils.events]:  eta: 3:15:31 iter: 24239 total_loss: 1.242 loss_cls: 0.3266 loss_box_reg: 0.5021 loss_mask: 0.3063 loss_rpn_cls: 0.0251 loss_rpn_loc: 0.0414 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:11:07 d2.utils.events]:  eta: 3:15:27 iter: 24259 total_loss: 1.16 loss_cls: 0.3749 loss_box_reg: 0.5153 loss_mask: 0.3048 loss_rpn_cls: 0.02647 loss_rpn_loc: 0.03853 time: 0.1782 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:11:11 d2.utils.events]:  eta: 3:15:32 iter: 24279 total_loss: 1.231 loss_cls: 0.2945 loss_box_reg: 0.5426 loss_mask: 0.288 loss_rpn_cls: 0.02172 loss_rpn_loc: 0.04336 time: 0.1782 data_time: 0.0117 lr: 0.0025 max_mem: 2341M [03/14 10:11:15 d2.utils.events]:  eta: 3:15:35 iter: 24299 total_loss: 1.134 loss_cls: 0.2895 loss_box_reg: 0.4703 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[03/14 10:11:47 d2.utils.events]:  eta: 3:16:20 iter: 24479 total_loss: 1.244 loss_cls: 0.3088 loss_box_reg: 0.5427 loss_mask: 0.278 loss_rpn_cls: 0.02005 loss_rpn_loc: 0.04272 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:11:51 d2.utils.events]:  eta: 3:16:21 iter: 24499 total_loss: 1.166 loss_cls: 0.2532 loss_box_reg: 0.5274 loss_mask: 0.282 loss_rpn_cls: 0.02291 loss_rpn_loc: 0.04257 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:11:54 d2.utils.events]:  eta: 3:16:31 iter: 24519 total_loss: 1.24 loss_cls: 0.2775 loss_box_reg: 0.5137 loss_mask: 0.334 loss_rpn_cls: 0.02139 loss_rpn_loc: 0.03966 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:11:58 d2.utils.events]:  eta: 3:16:28 iter: 24539 total_loss: 1.205 loss_cls: 0.3272 loss_box_reg: 0.4694 loss_mask: 0.2656 loss_rpn_cls: 0.02283 loss_rpn_loc: 0.04611 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:12:02 d2.utils.events]:  eta: 3:16:32 iter: 24559 total_loss: 1.29 loss_cls: 0.3005 loss_box_reg: 0.5615 loss_mask: 0.2959 loss_rpn_cls: 0.02465 loss_rpn_loc: 0.05102 time: 0.1782 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:12:05 d2.utils.events]:  eta: 3:16:31 iter: 24579 total_loss: 1.044 loss_cls: 0.259 loss_box_reg: 0.5069 loss_mask: 0.2759 loss_rpn_cls: 0.01933 loss_rpn_loc: 0.03567 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:12:09 d2.utils.events]:  eta: 3:16:32 iter: 24599 total_loss: 1.168 loss_cls: 0.2593 loss_box_reg: 0.5229 loss_mask: 0.2888 loss_rpn_cls: 0.01967 loss_rpn_loc: 0.03718 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:12:12 d2.utils.events]:  eta: 3:16:31 iter: 24619 total_loss: 1.253 loss_cls: 0.3481 loss_box_reg: 0.5615 loss_mask: 0.2895 loss_rpn_cls: 0.02012 loss_rpn_loc: 0.04101 time: 0.1782 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 10:12:16 d2.utils.events]:  eta: 3:16:20 iter: 24639 total_loss: 1.19 loss_cls: 0.2896 loss_box_reg: 0.5222 loss_mask: 0.3071 loss_rpn_cls: 0.02354 loss_ 0.0406 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:12:19] d2.utils.events INFO: eta: 3:16:08 iter: 24659 total_loss: 1.279 loss_cls: 0.3507 loss_box_reg: 0.5589 loss_mask: 0.3179 loss_rpn_cls: 0.01947 loss_rpn_loc: 0.02857 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:12:23] d2.utils.events INFO: eta: 3:16:00 iter: 24679 total_loss: 1.114 loss_cls: 0.2541 loss_box_reg: 0.4964 loss_mask: 0.296 loss_rpn_cls: 0.01825 loss_rpn_loc: 0.03532 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:12:27] d2.utils.events INFO: eta: 3:15:59 iter: 24699 total_loss: 1.255 loss_cls: 0.3125 loss_box_reg: 0.5145 loss_mask: 0.3493 loss_rpn_cls: 0.02053 loss_rpn_loc: 0.03829 time: 0.1782 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:12:30] d2.utils.events INFO: eta: 3:15:55 iter: 24719 total_loss: 1.313 loss_cls: 0.3736 loss_box_reg: 0.5807 loss_mask: 0.3231 loss_rpn_cls: 0.02325 loss_rpn_loc: 0.04993 time: 0.1782 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:12:34] d2.utils.events INFO: eta: 3:15:44 iter: 24739 total_loss: 1.325 loss_cls: 0.353 loss_box_reg: 0.5668 loss_mask: 0.3017 loss_rpn_cls: 0.01991 loss_rpn_loc: 0.03985 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:12:38] d2.utils.events INFO: eta: 3:15:48 iter: 24759 total_loss: 1.141 loss_cls: 0.2814 loss_box_reg: 0.4758 loss_mask: 0.2856 loss_rpn_cls: 0.02021 loss_rpn_loc: 0.03872 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:12:41] d2.utils.events INFO: eta: 3:15:32 iter: 24779 total_loss: 1.272 loss_cls: 0.3491 loss_box_reg: 0.5324 loss_mask: 0.29 loss_rpn_cls: 0.02207 loss_rpn_loc: 0.04686 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:12:45] d2.utils.events INFO: eta: 3:15:35 iter: 24799 total_loss: 1.25 loss_cls: 0.368 loss_box_reg: 0.5378 loss_mask: 0.2793 loss_rpn_cls: 0.02826 loss_rpn_loc: 0.04331 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:12:48] d2.utils.events INFO: eta: 3:15:36 iter: 24819 total_loss: 1.293 loss_cls: 0.3449 loss_box_reg: 0.5314 loss_mask: 0.3227 loss_rpn_cls: 0.01884 loss_rpn_loc: 0.03944 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:12:52] d2.utils.events INFO: eta: 3:15:36 iter: 24839 total_loss: 1.176 loss_cls: 0.2657 loss_box_reg: 0.4795 loss_mask: 0.3359 loss_rpn_cls: 0.01644 loss_rpn_loc: 0.03295 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:12:56] d2.utils.events INFO: eta: 3:15:51 iter: 24859 total_loss: 1.124 loss_cls: 0.2752 loss_box_reg: 0.4944 loss_mask: 0.2699 loss_rpn_cls: 0.02218 loss_rpn_loc: 0.03274 time: 0.1782 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:12:59] d2.utils.events INFO: eta: 3:15:35 iter: 24879 total_loss: 1.097 loss_cls: 0.2763 loss_box_reg: 0.4955 loss_mask: 0.2741 loss_rpn_cls: 0.01802 loss_rpn_loc: 0.03748 time: 0.1782 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:13:03] d2.utils.events INFO: eta: 3:15:24 iter: 24899 total_loss: 1.274 loss_cls: 0.328 loss_box_reg: 0.5448 loss_mask: 0.2992 loss_rpn_cls: 0.03032 loss_rpn_loc: 0.04327 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:13:06] d2.utils.events INFO: eta: 3:15:40 iter: 24919 total_loss: 1.157 loss_cls: 0.3036 loss_box_reg: 0.4924 loss_mask: 0.2962 loss_rpn_cls: 0.02852 loss_rpn_loc: 0.05139 time: 0.1782 data_time: 0.0118 lr: 0.0025 max_mem: 2341M [03/14 10:13:10] d2.utils.events INFO: eta: 3:15:31 iter: 24939 total_loss: 1.254 loss_cls: 0.3146 loss_box_reg: 0.5328 loss_mask: 0.2885 loss_rpn_cls: 0.02201 loss_rpn_loc: 0.03685 time: 0.1782 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:13:14] d2.utils.events INFO: eta: 3:15:27 iter: 24959 total_loss: 1.136 loss_cls: 0.3174 loss_box_reg: 0.5194 loss_mask: 0.2769 loss_rpn_cls: 0.02392 loss_rpn_loc: 0.03455 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:13:17] d0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:13:17 d2.utils.events]:  eta: 3:15:41 iter: 24979 total_loss: 1.127 loss_cls: 0.3192 loss_box_reg: 0.4987 loss_mask: 0.2897 loss_rpn_cls: 0.01844 loss_rpn_loc: 0.03791 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:13:21 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0024999.pth [03/14 10:13:23 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.23 seconds. [03/14 10:13:23 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 10:13:23 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 10:13:23 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 10:13:24 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 10:13:24 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 10:13:25 d2.evaluation.evaluator]: Start inference on 645 images [03/14 10:13:33 d2.evaluation.evaluator]: Inference done 11/645. 0.0445 s / img. ETA=0:00:34 [03/14 10:13:38 d2.evaluation.evaluator]: Inference done 102/645. 0.0446 s / img. ETA=0:00:30 [03/14 10:13:43 d2.evaluation.evaluator]: Inference done 193/645. 0.0445 s / img. ETA=0:00:24 [03/14 10:13:48 d2.evaluation.evaluator]: Inference done 285/645. 0.0445 s / img. ETA=0:00:19 [03/14 10:13:53 d2.evaluation.evaluator]: Inference done 378/645. 0.0445 s / img. ETA=0:00:14 [03/14 10:13:58 d2.evaluation.evaluator]: Inference done 468/645. 0.0445 s / img. ETA=0:00:09 [03/14 10:14:03 d2.evaluation.evaluator]: Inference done 558/645. 0.0445 s / img. ETA=0:00:04 [03/14 10:14:08 d2.evaluation.evaluator]: Total inference time: 0:00:35.491842 (0.055456 s / img per device, on 1 devices) [03/14 10:14:08 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.044460 s / img per device, on 1 devices) [03/14 10:14:08 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 10:14:08 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 10:14:08 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/14 10:14:08 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 10:14:09 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.32 seconds. [03/14 10:14:09 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 10:14:09 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.05 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.251 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.093 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.019 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.076 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.164 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.144 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.056 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.144 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.304 [03---:|:-----:|:-----:|:------:| | 9.949 | 20.770 | 8.871 | 0.347 | 6.115 | 16.159 | [03/14 10:14:10] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 9.196 | books | 5.209 | chair | 5.428 | | furniture | 3.164 | painting | 33.700 | sofa | 7.051 | | table | 1.538 | tv | 8.970 | window | 15.282 | [03/14 10:14:10] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 10:14:10] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 10:14:10] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:14:10] d2.evaluation.testing INFO: copypaste: 11.5355,25.1327,9.3166,1.9446,7.5791,16.3846 [03/14 10:14:10] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 10:14:10] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:14:10] d2.evaluation.testing INFO: copypaste: 9.9486,20.7703,8.8708,0.3469,6.1154,16.1595 [03/14 10:14:11] d2.utils.events INFO: eta: 3:15:38 iter: 24999 total_loss: 1.179 loss_cls: 0.3279 loss_box_reg: 0.5368 loss_mask: 0.3077 loss_rpn_cls: 0.02144 loss_rpn_loc: 0.04346 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:14:14] d2.utils.events INFO: eta: 3:15:34 iter: 25019 total_loss: 1.185 loss_cls: 0.2814 loss_box_reg: 0.5297 loss_mask: 0.3159 loss_rpn_cls: 0.02546 loss_rpn_loc: 0.03767 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:14:18] d2.utils.events INFO: eta: 3:15:17 iter: 25039 total_loss: 1.201 loss_cls: 0.2799 loss_box_reg: 0.5398 loss_mask: 0.2886 loss_rpn_cls: 0.01972 loss_rpn_loc: 0.03938 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:14:21] d2.utils.events INFO: eta: 3:15:09 iter: 25059 total_loss: 1.096 loss_cls: 0.256 loss_box_reg: 0.5118 loss_mask: 0.2548 loss_rpn_cls: 0.02286 loss_rpn_loc: 0.03387 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:14:25] d2.utils.events INFO: eta: 3:15:12 iter: 25079 total_loss: 1.255 loss_cls: 0.284 loss_box_reg: 0.5386 loss_mask: 0.3003 loss_rpn_cls: 0.02679 loss_rpn_loc: 0.03947 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M 9 | [03/14 10:14:10 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 9.196 | books | 5.209 | chair | 5.428 | | furniture | 3.164 | painting | 33.700 | sofa | 7.051 | | table | 1.538 | tv | 8.970 | window | 15.282 | [03/14 10:14:10 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 10:14:10 d2.evaluation.testing]: copypaste: Task: bbox [03/14 10:14:10 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:14:10 d2.evaluation.testing]: copypaste: 11.5355,25.1327,9.3166,1.9446,7.5791,16.3846 [03/14 10:14:10 d2.evaluation.testing]: copypaste: Task: segm [03/14 10:14:10 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:14:10 d2.evaluation.testing]: copypaste: 9.9486,20.7703,8.8708,0.3469,6.1154,16.1595 [03/14 10:14:11 d2.utils.events]:  eta: 3:15:38 iter: 24999 total_loss: 1.179 loss_cls: 0.3279 loss_box_reg: 0.5368 loss_mask: 0.3077 loss_rpn_cls: 0.02144 loss_rpn_loc: 0.04346 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:14:14 d2.utils.events]:  eta: 3:15:34 iter: 25019 total_loss: 1.185 loss_cls: 0.2814 loss_box_reg: 0.5297 loss_mask: 0.3159 loss_rpn_cls: 0.02546 loss_rpn_loc: 0.03767 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:14:18 d2.utils.events]:  eta: 3:15:17 iter: 25039 total_loss: 1.201 loss_cls: 0.2799 loss_box_reg: 0.5398 loss_mask: 0.2886 loss_rpn_cls: 0.01972 loss_rpn_loc: 0.03938 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:14:21 d2.utils.events]:  eta: 3:15:09 iter: 25059 total_loss: 1.096 loss_cls: 0.256 loss_box_reg: 0.5118 loss_mask: 0.2548 loss_rpn_cls: 0.02286 loss_rpn_loc: 0.03387 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:14:25 d2.utils.events]:  eta: 3:15:12 iter: 25079 total_loss: 1.255 loss_cls: 0.284 loss_box_reg: 0.5386 loss_mask: 0.3003 loss_rpn_cls: 0.02679 loss_rpn_loc: 0.03947 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:14:29 d2.utils.events]:  eta: 3:15:07 iter: 25099 total_loss: 1.286 loss_cls: 0.3416 loss_box_reg: 0.5389 loss_mask: 0.2821 loss_rpn_cls: 0.02497 loss_rpn_loc: 0.04082 time: 0.1782 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:14:32 d2.utils.events]:  eta: 3:15:10 iter: 25119 total_loss: 1.347 loss_cls: 0.3537 loss_box_reg: 0.5071 loss_mask: 0.3286 loss_rpn_cls: 0.0252 loss_rpn_loc: 0.04358 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:14:36 d2.utils.events]:  eta: 3:14:46 iter: 25139 total_loss: 1.204 loss_cls: 0.3379 loss_box_reg: 0.5262 loss_mask: 0.2714 loss_rpn_cls: 0.02092 loss_rpn_loc: 0.0338 time: 0.1782 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:14:39 d2.utils.events]:  eta: 3:14:30 iter: 25159 total_loss: 1.466 loss_cls: 0.3735 loss_box_reg: 0.6013 loss_mask: 0.3506 loss_rpn_cls: 0.03103 loss_rpn_loc: 0.05751 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:14:43 d2.utils.events]:  eta: 3:14:06 iter: 25179 total_loss: 1.211 loss_cls: 0.3496 loss_box_reg: 0.5656 loss_mask: 0.3062 loss_rpn_cls: 0.0268 loss_rpn_loc: 0.04078 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:14:46 d2.utils.events]:  eta: 3:14:10 iter: 25199 total_loss: 1.275 loss_cls: 0.332 loss_box_reg: 0.5306 loss_mask: 0.3149 loss_rpn_cls: 0.02369 loss_rpn_loc: 0.04364 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:14:50 d2.utils.events]:  eta: 3:14:19 iter: 25219 total_loss: 1.15 loss_cls: 0.2862 loss_box_reg: 0.5395 loss_mask: 0.296 loss_rpn_cls: 0.01948 loss_rpn_loc: 0.03935 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:14:54 d2.utils.events]:  eta: 3:14:12 iter: 25239 total_loss: 1.173 loss_cls: 0.2771 loss_box_reg: 0.5302 loss_mask: 0.3051 loss_rpn_cls: 0.02442 loss_rpn_loc: 0.04613 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:14:57 d2.utils.events]:  eta: 3:14:02 iter: 25259 total_loss: 1.144 loss_cls: 0.2553 loss_box_reg: 0.5248 loss_mask: 0.2605 loss_rpn_cls: 0.02057 loss_rpn_loc: 0.03887 time: 0.1782 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:15:01 d2.utils.events]:  eta: 3:13:43 iter: 25279 total_loss: 1.159 loss_cls: 0.2865 loss_box_reg: 0.5128 loss_mask: 0.2764 loss_rpn_cls: 0.01346 loss_rpn_loc: 0.0427 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:15:04 d2.utils.events]:  eta: 3:13:50 iter: 25299 total_loss: 1.271 loss_cls: 0.3498 loss_box_reg: 0.5437 loss_mask: 0.3147 loss_rpn_cls: 0.03172 loss_rpn_loc: 0.05555 time: 0.1782 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:15:08 d2.utils.events]:  eta: 3:14:02 iter: 25319 total_loss: 1.163 loss_cls: 0.2367 loss_box_reg: 0.5618 loss_mask: 0.2846 loss_rpn_cls: 0.02483 loss_rpn_loc: 0.03639 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:15:12 d2.utils.events]:  eta: 3:13:48 iter: 25339 total_loss: 1.219 loss_cls: 0.2778 loss_box_reg: 0.5343 loss_mask: 0.2996 loss_rpn_cls: 0.01922 loss_rpn_loc: 0.04431 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:15:15 d2.utils.events]:  eta: 3:13:20 iter: 25359 total_loss: 1.114 loss_cls: 0.2904 loss_box_reg: 0.5333 loss_mask: 0.2502 loss_rpn_cls: 0.02362 loss_rpn_loc: 0.03886 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:15:19 d2.utils.events]:  eta: 3:13:20 iter: 25379 total_loss: 1.174 loss_cls: 0.3092 loss_box_reg: 0.5154 loss_mask: 0.2923 loss_rpn_cls: 0.02225 loss_rpn_loc: 0.04273 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:15:23 d2.utils.events]:  eta: 3:13:46 iter: 25399 total_loss: 1.181 loss_cls: 0.2648 loss_box_reg: 0.5212 loss_mask: 0.2668 loss_rpn_cls: 0.02715 loss_rpn_loc: 0.04132 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:15:26 d2.utils.events]:  eta: 3:13:42 iter: 25419 total_loss: 1.27 loss_cls: 0.3172 loss_box_reg: 0.5354 loss_mask: 0.2878 loss_rpn_cls: 0.01807 loss_rpn_loc: 0.05143 time: 0.1782 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:15:30 d2.utils.events]:  eta: 3:13:20 iter: 25439 total_loss: 1.388 loss_cls: 0.3493 loss_box_reg: 0.5709 loss_mask: 0.3194 loss_rpn_cls: 0.02674 loss_rpn_loc: 0.04383 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:15:33 d2.utils.events]:  eta: 3:13:35 iter: 25459 total_loss: 1.229 loss_cls: 0.3697 loss_box_reg: 0.4866 loss_mask: 0.2969 loss_rpn_cls: 0.02624 loss_rpn_loc: 0.03833 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:15:37 d2.utils.events]:  eta: 3:13:43 iter: 25479 total_loss: 1.271 loss_cls: 0.3531 loss_box_reg: 0.5143 loss_mask: 0.3322 loss_rpn_cls: 0.02023 loss_rpn_loc: 0.04707 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:15:41 d2.utils.events]:  eta: 3:13:29 iter: 25499 total_loss: 1.312 loss_cls: 0.3226 loss_box_reg: 0.5524 loss_mask: 0.3064 loss_rpn_cls: 0.02156 loss_rpn_loc: 0.03568 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:15:44 d2.utils.events]:  eta: 3:13:26 iter: 25519 total_loss: 1.24 loss_cls: 0.3189 loss_box_reg: 0.5165 loss_mask: 0.2908 loss_rpn_cls: 0.02123 loss_rpn_loc: 0.04442 time: 0.1782 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 10:15:48 d2.utils.events]:  eta: 3:13:28 iter: 25539 total_loss: 1.188 loss_cls: 0.2706 loss_box_reg: 0.4803 loss_mask: 0.2887 loss_rpn_cls: 0.01992 loss_rpn_loc: 0.04378 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:15:51 d2.utils.events]:  eta: 3:13:17 iter: 25559 total_loss: 1.326 loss_cls: 0.374 loss_box_reg: 0.5599 loss_mask: 0.3305 loss_rpn_cls: 0.02645 loss_rpn_loc: 0.03783 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:15:55 d2.utils.events]:  eta: 3:13:10 iter: 25579 total_loss: 1.193 loss_cls: 0.3097 loss_box_reg: 0.5054 loss_mask: 0.2972 loss_rpn_cls: 0.02901 loss_rpn_loc: 0.03631 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:15:58 d2.utils.events]:  eta: 3:12:45 iter: 25599 total_loss: 1.148 loss_cls: 0.2954 loss_box_reg: 0.4844 loss_mask: 0.3037 loss_rpn_cls: 0.01957 loss_rpn_loc: 0.03718 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:16:02 d2.utils.events]:  eta: 3:12:55 iter: 25619 total_loss: 1.129 loss_cls: 0.3083 loss_box_reg: 0.5331 loss_mask: 0.2766 loss_rpn_cls: 0.01546 loss_rpn_loc: 0.03071 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:16:06 d2.utils.events]:  eta: 3:13:03 iter: 25639 total_loss: 1.278 loss_cls: 0.3361 loss_box_reg: 0.5635 loss_mask: 0.328 loss_rpn_cls: 0.01644 loss_rpn_loc: 0.04169 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:16:09 d2.utils.events]:  eta: 3:13:01 iter: 25659 total_loss: 1.235 loss_cls: 0.3146 loss_box_reg: 0.5488 loss_mask: 0.3046 loss_rpn_cls: 0.02563 loss_rpn_loc: 0.03747 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:16:13 d2.utils.events]:  eta: 3:13:02 iter: 25679 total_loss: 1.217 loss_cls: 0.3183 loss_box_reg: 0.5556 loss_mask: 0.2926 loss_rpn_cls: 0.02547 loss_rpn_loc: 0.04313 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:16:16 d2.utils.events]:  eta: 3:12:53 iter: 25699 total_loss: 1.216 loss_cls: 0.2819 loss_box_reg: 0.5187 loss_mask: 0.3097 loss_rpn_cls: 0.02336 loss_rpn_loc: 0.04781 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:16:20 d2.utils.events]:  eta: 3:12:50 iter: 25719 total_loss: 1.177 loss_cls: 0.3215 loss_box_reg: 0.4651 loss_mask: 0.2832 loss_rpn_cls: 0.02506 loss_rpn_loc: 0.06837 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:16:24 d2.utils.events]:  eta: 3:12:57 iter: 25739 total_loss: 1.315 loss_cls: 0.3347 loss_box_reg: 0.5494 loss_mask: 0.2961 loss_rpn_cls: 0.02574 loss_rpn_loc: 0.05328 time: 0.1782 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:16:27 d2.utils.events]:  eta: 3:12:48 iter: 25759 total_loss: 1.237 loss_cls: 0.3087 loss_box_reg: 0.527 loss_mask: 0.3155 loss_rpn_cls: 0.02118 loss_rpn_loc: 0.03398 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:16:31 d2.utils.events]:  eta: 3:12:38 iter: 25779 total_loss: 1.223 loss_cls: 0.3491 loss_box_reg: 0.5047 loss_mask: 0.2946 loss_rpn_cls: 0.02291 loss_rpn_loc: 0.05198 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:16:34 d2.utils.events]:  eta: 3:12:31 iter: 25799 total_loss: 1.188 loss_cls: 0.24 loss_box_reg: 0.5105 loss_mask: 0.2687 loss_rpn_cls: 0.01899 loss_rpn_loc: 0.03475 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:16:38 d2.utils.events]:  eta: 3:12:31 iter: 25819 total_loss: 1.121 loss_cls: 0.2787 loss_box_reg: 0.5006 loss_mask: 0.2715 loss_rpn_cls: 0.02505 loss_rpn_loc: 0.03799 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:16:42 d2.utils.events]:  eta: 3:12:28 iter: 25839 total_loss: 1.28 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[03/14 10:22:47 d2.utils.events]:  eta: 3:04:49 iter: 27879 total_loss: 1.237 loss_cls: 0.3354 loss_box_reg: 0.5435 loss_mask: 0.3049 loss_rpn_cls: 0.01998 loss_rpn_loc: 0.05143 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:22:51 d2.utils.events]:  eta: 3:05:14 iter: 27899 total_loss: 1.192 loss_cls: 0.2811 loss_box_reg: 0.5567 loss_mask: 0.2826 loss_rpn_cls: 0.01718 loss_rpn_loc: 0.05432 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:22:55 d2.utils.events]:  eta: 3:05:00 iter: 27919 total_loss: 1.152 loss_cls: 0.2882 loss_box_reg: 0.4996 loss_mask: 0.2542 loss_rpn_cls: 0.02813 loss_rpn_loc: 0.03394 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:22:58 d2.utils.events]:  eta: 3:04:48 iter: 27939 total_loss: 1.091 loss_cls: 0.2764 loss_box_reg: 0.5042 loss_mask: 0.2305 loss_rpn_cls: 0.02337 loss_rpn_loc: 0.0ts INFO: eta: 3:04:53 iter: 27959 total_loss: 1.085 loss_cls: 0.2634 loss_box_reg: 0.4754 loss_mask: 0.2554 loss_rpn_cls: 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[03/14 10:23:34] d2.utils.events INFO: eta: 3:04:26 iter: 28139 total_loss: 1.042 loss_cls: 0.2926 loss_box_reg: 0.4655 loss_mask: 0.2359 loss_rpn_cls: 0.01877 loss_rpn_loc: 0.04021 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:23:38] d2.utils.events INFO: eta: 3:04:09 iter: 28159 total_loss: 0.9672 loss_cls: 0.2581 loss_box_reg: 0.4411 loss_mask: 0.2507 loss_rpn_cls: 0.01444 loss_rpn_loc: 0.03192 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:23:41] d2.utils.events INFO: eta: 3:04:27 iter: 28179 total_loss: 1.27 loss_cls: 0.3463 loss_box_reg: 0.5416 loss_mask: 0.3018 loss_rpn_cls: 0.02265 loss_rpn_loc: 0.05172 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:23:45] d2.utils.events INFO: eta: 3:04:37 iter: 28199 total_loss: 1.099 loss_cls: 0.2458 loss_box_reg: 0.5155 loss_mask: 0.2778 loss_rpn_cls: 0.0211 loss_rpn_loc: 0.03472 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:23:49] d2.utils.events INFO: eta: 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d2.utils.events]:  eta: 2:59:47 iter: 29739 total_loss: 1.125 loss_cls: 0.3199 loss_box_reg: 0.4972 loss_mask: 0.2262 loss_rpn_cls: 0.01685 loss_rpn_loc: 0.03446 time: 0.1782 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:28:25 d2.utils.events]:  eta: 2:59:20 iter: 29759 total_loss: 1.009 loss_cls: 0.2199 loss_box_reg: 0.4667 loss_mask: 0.2458 loss_rpn_cls: 0.01594 loss_rpn_loc: 0.03319 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:28:28 d2.utils.events]:  eta: 2:59:16 iter: 29779 total_loss: 1.088 loss_cls: 0.2257 loss_box_reg: 0.4918 loss_mask: 0.2888 loss_rpn_cls: 0.02085 loss_rpn_loc: 0.04763 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:28:32 d2.utils.events]:  eta: 2:59:09 iter: 29799 total_loss: 1.107 loss_cls: 0.2269 loss_box_reg: 0.4795 loss_mask: 0.252 loss_rpn_cls: 0.0207 loss_rpn_loc: 0.03396 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:28:36 d2.utils.events]:  eta: 2:59:09 iter: 29819 total_loss: 1.143 loss_cls: 0.2711 loss_box_reg: 0.5142 loss_mask: 0.2826 loss_rpn_cls: 0.01274 loss_rpn_loc: 0.04429 time: 0.1782 data_time: 0.0113 lr: 0.0025 max_mem: 2341M [03/14 10:28:39 d2.utils.events]:  eta: 2:59:08 iter: 29839 total_loss: 1.15 loss_cls: 0.2881 loss_box_reg: 0.4982 loss_mask: 0.2627 loss_rpn_cls: 0.01958 loss_rpn_loc: 0.03087 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:28:43 d2.utils.events]:  eta: 2:59:07 iter: 29859 total_loss: 1.183 loss_cls: 0.2985 loss_box_reg: 0.4897 loss_mask: 0.3012 loss_rpn_cls: 0.01846 loss_rpn_loc: 0.03542 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:28:46 d2.utils.events]:  eta: 2:58:52 iter: 29879 total_loss: 0.9524 loss_cls: 0.2002 loss_box_reg: 0.4456 loss_mask: 0.269 loss_rpn_cls: 0.01249 loss_rpn_loc: 0.02653 time: 0.1782 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:28:50 d2.utils.events]:  eta: 2:58:52 iter: 29899 total_loss: 1.13 loss_cls: 0.2881 loss_box_reg: 0.4982 loss_mask: 0.252 loss_rpn_cls: 0.01967 loss_rpn_loc: 0.03977 time: 0.1782 data_time: 0.0110 lr: 0.0025 max_mem: 2341M [03/14 10:28:53 d2.utils.events]:  eta: 2:58:48 iter: 29919 total_loss: 1.054 loss_cls: 0.2682 loss_box_reg: 0.4581 loss_mask: 0.2747 loss_rpn_cls: 0.02123 loss_rpn_loc: 0.03889 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:28:57 d2.utils.events]:  eta: 2:58:26 iter: 29939 total_loss: 1.294 loss_cls: 0.3554 loss_box_reg: 0.5057 loss_mask: 0.3112 loss_rpn_cls: 0.01993 loss_rpn_loc: 0.05203 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:29:01 d2.utils.events]:  eta: 2:58:10 iter: 29959 total_loss: 1.019 loss_cls: 0.2409 loss_box_reg: 0.4806 loss_mask: 0.2859 loss_rpn_cls: 0.01786 loss_rpn_loc: 0.03151 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:29:04 d2.utils.events]:  eta: 2:58:37 iter: 29979 total_loss: 1.153 loss_cls: 0.305 loss_box_reg: 0.5068 loss_mask: 0.2594 loss_rpn_cls: 0.01644 loss_rpn_loc: 0.04582 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:29:08 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0029999.pth [03/14 10:29:10 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.26 seconds. [03/14 10:29:10 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 10:29:10 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 10:29:10 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 10:29:11 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 10:29:11 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 10:29:12 d2.evaluation.evaluator]: Start inference on 645 images [03/14 10:29:20 d2.evaluation.evaluator]: Inference done 11/645. 0.0450 s / img. ETA=0:00:35 [03/14 10:29:25 d2.evaluation.evaluator]: Inference done 102/645. 0.0446 s / img. ETA=0:00:30 [03/14 10:29:30 d2.evaluation.evaluator]: Inference done 193/645. 0.0446 s / img. ETA=0:00:24 [03/14 10:29:35 d2.evaluation.evaluator]: Inference done 285/645. 0.0446 s / img. ETA=0:00:19 [03/14 10:29:40 d2.evaluation.evaluator]: Inference done 376/645. 0.0445 s / img. ETA=0:00:14 [03/14 10:29:45 d2.evaluation.evaluator]: Inference done 466/645. 0.0444 s / img. ETA=0:00:09 [03/14 10:29:50 d2.evaluation.evaluator]: Inference done 555/645. 0.0444 s / img. ETA=0:00:04 [03/14 10:29:55 d2.evaluation.evaluator]: Inference done 645/645. 0.0445 s / img. ETA=0:00:00 [03/14 10:29:55 d2.evaluation.evaluator]: Total inference time: 0:00:35.796568 (0.055932 s / img per device, on 1 devices) [03/14 10:29:55 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.044480 s / img per device, on 1 devices) [03/14 10:29:56 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 10:29:56 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 10:29:56 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/14 10:29:56 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 10:29:56 d2.evaluation.fast_accumulate() finished in 0.05 seconds. [03/14 10:29:56] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 13.378 | 27.939 | 11.424 | 4.017 | 8.026 | 18.373 | [03/14 10:29:56] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 14.827 | books | 3.318 | chair | 13.686 | | furniture | 5.718 | painting | 31.624 | sofa | 13.959 | | table | 7.032 | tv | 13.650 | window | 16.590 | [03/14 10:29:57] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 10:29:58] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.27 seconds. [03/14 10:29:58] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 10:29:58] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 10:29:58] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.646 | 22.485 | 11.066 | 0.934 | 6.321 | 17.471 | [03/14 10:29:58] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:------|:-----------|:-------|:-----------|:-------| | bed | 9.536 | books | 3.738 | chair | 5.455 | | furniture | 3.781 | painting | 37.487 | sofa | 8.219 | | table | 2.157 | tv | 16.700 | window | 17.737 | [03/14 10:29:58] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 10:29:58] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 10:29:58] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:29:58] d2.evaluation.testing INFO: copypaste: 13.3783,27.9386,11.4239,4.0168,8.0259,18.3734 [03/14 10:29:58] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 10:29:58] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:29:58] d2.evaluation.testing INFO: copypaste: 11.6455,22.4854,11.0661,0.9339,6.3214,17.4715 [03/14 10:29:58] d2.utils.events INFO: eta: 2:57:59 iter: 29999 total_loss: 1.101 loss_cls: 0.2753 loss_box_reg: 0.5017 loss_mask: 0.2742 loss_rpn_cls: 0.01729 loss_rpn_loc: 0.03469 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:30:02] d2.utils.events INFO: eta: 2:57:59 iter: 30019 total_loss: 1.023 loss_cls: 0.2322 loss_box_reg: 0.4528 loss_mask: 0.2574 loss_rpn_cls: 0.01862 loss_rpn_loc: 0.03495 time: 0.1782 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 10:30:05] d2.utils.events INFO: eta: 2:58:21 iter: 30039 total_loss: 1.008 loss_cls: 0.2446 loss_box_reg: 0.4898 loss_mask: 0.2402 loss_rpn_cls: 0.01543 loss_rpn_loc: 0.04161 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:30:09] d2.utils.events INFO: eta: 2:58:20 iter: 30059 total_loss: 0.9922 loss_cls: 0.1989 loss_box_reg: 0.4607 loss_mask: 0.2374 loss_rpn_cls: 0.01281 loss_rpn_loc: 0.03018 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:30:12] d2.utils.events INFO: eta: 2:57:47 iter: 30079 total_loss: 1.07 loss_cls: 0.2511 loss_box_reg: 0.4742 loss_mask: 0.2799 loss_rpn_cls: 0.01465 loss_rpn_loc: 0.03277 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:30:16] d2.utils.events INFO: eta: 2:57:34 iter: 30099 total_loss: 1.071 loss_cls: 0.2816 loss_box_reg: 0.4737 loss_mask: 0.2719 loss_rpn_cls: 0.01673 loss_rpn_loc: 0.04434 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:30:20] d2.utils.events INFO: eta: 2:57:40 iter: 30119 total_loss: 1.033 loss_cls: 0.2713 loss_box_reg: 0.472 loss_mask: 0.254 loss_rpn_cls: 0.01548 loss_rpn_loc: 0.03135 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:30:23] d2.util8 d2.evaluation.testing]: copypaste: Task: bbox [03/14 10:29:58 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:29:58 d2.evaluation.testing]: copypaste: 13.3783,27.9386,11.4239,4.0168,8.0259,18.3734 [03/14 10:29:58 d2.evaluation.testing]: copypaste: Task: segm [03/14 10:29:58 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:29:58 d2.evaluation.testing]: copypaste: 11.6455,22.4854,11.0661,0.9339,6.3214,17.4715 [03/14 10:29:58 d2.utils.events]:  eta: 2:57:59 iter: 29999 total_loss: 1.101 loss_cls: 0.2753 loss_box_reg: 0.5017 loss_mask: 0.2742 loss_rpn_cls: 0.01729 loss_rpn_loc: 0.03469 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:30:02 d2.utils.events]:  eta: 2:57:59 iter: 30019 total_loss: 1.023 loss_cls: 0.2322 loss_box_reg: 0.4528 loss_mask: 0.2574 loss_rpn_cls: 0.01862 loss_rpn_loc: 0.03495 time: 0.1782 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 10:30:05 d2.utils.events]:  eta: 2:58:21 iter: 30039 total_loss: 1.008 loss_cls: 0.2446 loss_box_reg: 0.4898 loss_mask: 0.2402 loss_rpn_cls: 0.01543 loss_rpn_loc: 0.04161 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:30:09 d2.utils.events]:  eta: 2:58:20 iter: 30059 total_loss: 0.9922 loss_cls: 0.1989 loss_box_reg: 0.4607 loss_mask: 0.2374 loss_rpn_cls: 0.01281 loss_rpn_loc: 0.03018 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:30:12 d2.utils.events]:  eta: 2:57:47 iter: 30079 total_loss: 1.07 loss_cls: 0.2511 loss_box_reg: 0.4742 loss_mask: 0.2799 loss_rpn_cls: 0.01465 loss_rpn_loc: 0.03277 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:30:16 d2.utils.events]:  eta: 2:57:34 iter: 30099 total_loss: 1.071 loss_cls: 0.2816 loss_box_reg: 0.4737 loss_mask: 0.2719 loss_rpn_cls: 0.01673 loss_rpn_loc: 0.04434 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:30:20 d2.utils.events]:  eta: 2:57:40 iter: 30119 total_loss: 1.033 loss_cls: 0.2713 loss_box_reg: 0.472 loss_mask: 0.254 loss_rpn_cls: 0.01548 loss_rpn_loc: 0.03135 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:30:23 d2.utils.events]:  eta: 2:57:37 iter: 30139 total_loss: 1.087 loss_cls: 0.3051 loss_box_reg: 0.4994 loss_mask: 0.2658 loss_rpn_cls: 0.01471 loss_rpn_loc: 0.03884 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:30:27 d2.utils.events]:  eta: 2:58:05 iter: 30159 total_loss: 1.157 loss_cls: 0.2651 loss_box_reg: 0.5352 loss_mask: 0.2526 loss_rpn_cls: 0.01871 loss_rpn_loc: 0.04986 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:30:31 d2.utils.events]:  eta: 2:58:16 iter: 30179 total_loss: 1.137 loss_cls: 0.2949 loss_box_reg: 0.4867 loss_mask: 0.3137 loss_rpn_cls: 0.01699 loss_rpn_loc: 0.04534 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:30:34 d2.utils.events]:  eta: 2:58:24 iter: 30199 total_loss: 1.084 loss_cls: 0.2957 loss_box_reg: 0.4815 loss_mask: 0.2995 loss_rpn_cls: 0.01607 loss_rpn_loc: 0.04102 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:30:38 d2.utils.events]:  eta: 2:58:20 iter: 30219 total_loss: 1.078 loss_cls: 0.2956 loss_box_reg: 0.497 loss_mask: 0.2547 loss_rpn_cls: 0.01949 loss_rpn_loc: 0.0431 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:30:42 d2.utils.events]:  eta: 2:58:16 iter: 30239 total_loss: 1.093 loss_cls: 0.2659 loss_box_reg: 0.4729 loss_mask: 0.2515 loss_rpn_cls: 0.02317 loss_rpn_loc: 0.03978 time: 0.1782 data_time: 0.0115 lr: 0.0025 max_mem: 2341M [03/14 10:30:45 d2.utils.events]:  eta: 2:58:13 iter: 30259 total_loss: 1.168 loss_cls: 0.3195 loss_box_reg: 0.5033 loss_mask: 0.264 loss_rpn_cls: 0.02191 loss_rpn_loc: 0.04239 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:30:49 d2.utils.events]:  eta: 2:58:24 iter: 30279 total_loss: 1.187 loss_cls: 0.2939 loss_box_reg: 0.5597 loss_mask: 0.2827 loss_rpn_cls: 0.02217 loss_rpn_loc: 0.03713 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:30:52 d2.utils.events]:  eta: 2:58:17 iter: 30299 total_loss: 1.052 loss_cls: 0.2718 loss_box_reg: 0.482 loss_mask: 0.2506 loss_rpn_cls: 0.0155 loss_rpn_loc: 0.04162 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:30:56 d2.utils.events]:  eta: 2:58:17 iter: 30319 total_loss: 1.303 loss_cls: 0.344 loss_box_reg: 0.5595 loss_mask: 0.3243 loss_rpn_cls: 0.02394 loss_rpn_loc: 0.04202 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:31:00 d2.utils.events]:  eta: 2:58:18 iter: 30339 total_loss: 1.157 loss_cls: 0.3361 loss_box_reg: 0.4762 loss_mask: 0.3134 loss_rpn_cls: 0.01555 loss_rpn_loc: 0.02458 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:31:03 d2.utils.events]:  eta: 2:58:31 iter: 30359 total_loss: 1.168 loss_cls: 0.3096 loss_box_reg: 0.4961 loss_mask: 0.2656 loss_rpn_cls: 0.02116 loss_rpn_loc: 0.04646 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:31:07 d2.utils.events]:  eta: 2:58:37 iter: 30379 total_loss: 1.116 loss_cls: 0.2852 loss_box_reg: 0.486 loss_mask: 0.2844 loss_rpn_cls: 0.01918 loss_rpn_loc: 0.04717 time: 0.1782 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d2.utils.events]:  eta: 2:52:48 iter: 32179 total_loss: 1.12 loss_cls: 0.2746 loss_box_reg: 0.5009 loss_mask: 0.2716 loss_rpn_cls: 0.01798 loss_rpn_loc: 0.03668 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:36:33 d2.utils.events]:  eta: 2:52:34 iter: 32199 total_loss: 1.123 loss_cls: 0.2662 loss_box_reg: 0.4642 loss_mask: 0.2825 loss_rpn_cla_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 10:36:37] d2.utils.events INFO: eta: 2:52:31 iter: 32219 total_loss: 1.104 loss_cls: 0.2796 loss_box_reg: 0.5093 loss_mask: 0.2736 loss_rpn_cls: 0.01603 loss_rpn_loc: 0.03587 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:36:41] d2.utils.events INFO: eta: 2:52:27 iter: 32239 total_loss: 1.041 loss_cls: 0.2073 loss_box_reg: 0.4723 loss_mask: 0.2461 loss_rpn_cls: 0.01448 loss_rpn_loc: 0.03426 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:36:44] d2.utils.events INFO: eta: 2:52:31 iter: 32259 total_loss: 1.059 loss_cls: 0.2721 loss_box_reg: 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[03/14 10:37:59 d2.utils.events]:  eta: 2:50:54 iter: 32679 total_loss: 0.871 loss_cls: 0.1939 loss_box_reg: 0.4234 loss_mask: 0.2087 loss_rpn_cls: 0.01319 loss_rpn_loc: 0.03226 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:38:03 d2.utils.events]:  eta: 2:50:59 iter: 32699 total_loss: 1.125 loss_cls: 0.2396 loss_box_reg: 0.4684 loss_mask: 0.2832 loss_rpn_cls: 0.01595 loss_rpn_loc: 0.04123 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:38:06 d2.utils.events]:  eta: 2:50:50 iter: 32719 total_loss: 1.127 loss_cls: 0.2888 loss_box_reg: 0.4873 loss_mask: 0.2261 loss_rpn_cls: 0.01549 loss_rpn_loc: 0.03948 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:38:10 d2.utils.events]:  eta: 2:50:52 iter: 32739 total_loss: 1.08 loss_cls: 0.2603 loss_box_reg: 0.4707 loss_mask: 0.2713 loss_rpn_cls: 0.02039 loss_rpn_loc: 0.04685 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:38:13 d2.utils.events]:  eta: 2:50:40 iter: 32759 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loss_cls: 0.2506 loss_box_reg: 0.4766 loss_mask: 0.2509 loss_rpn_cls: 0.017 loss_rpn_loc: 0.0411 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:42:50 d2.utils.events]:  eta: 2:45:53 iter: 34299 total_loss: 0.9414 loss_cls: 0.2 loss_box_reg: 0.4558 loss_mask: 0.2401 loss_rpn_cls: 0.01278 loss_rpn_loc: 0.02823 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:42:53 d2.utils.events]:  eta: 2:45:55 iter: 34319 total_loss: 1.005 loss_cls: 0.2364 loss_box_reg: 0.4762 loss_mask: 0.2312 loss_rpn_cls: 0.01416 loss_rpn_loc: 0.0331 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:42:57 d2.utils.events]:  eta: 2:45:46 iter: 34339 total_loss: 0.9943 loss_cls: 0.2227 loss_box_reg: 0.4591 loss_mask: 0.2333 loss_rpn_cls: 0.0118 loss_rpn_loc: 0.04162 time: 0.1782 data_time: 0.0110 lr: 0.0025 max_mem: 2341M [03/14 10:43:00 d2.utils.events]:  eta: 2:45:43 iter: 34359 total_loss: 1.018 loss_cls: 0.2416 loss_box_reg: 0.482 loss_mask: 0.2789 loss_rpn_cls: 0.0128 loss_rpn_loc: 0.03218 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:43:04 d2.utils.events]:  eta: 2:45:29 iter: 34379 total_loss: 1.059 loss_cls: 0.2728 loss_box_reg: 0.4636 loss_mask: 0.2615 loss_rpn_cls: 0.01477 loss_rpn_loc: 0.03717 time: 0.1782 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 10:43:08 d2.utils.events]:  eta: 2:45:28 iter: 34399 total_loss: 0.9657 loss_cls: 0.2357 loss_box_reg: 0.4236 loss_mask: 0.2426 loss_rpn_cls: 0.01219 loss_rpn_loc: 0.03323 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:43:11 d2.utils.events]:  eta: 2:45:20 iter: 34419 total_loss: 1.079 loss_cls: 0.2804 loss_box_reg: 0.5029 loss_mask: 0.2443 loss_rpn_cls: 0.01476 loss_rpn_loc: 0.04111 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:43:15 d2.utils.events]:  eta: 2:45:21 iter: 34439 total_loss: 1.054 loss_cls: 0.2815 loss_box_reg: 0.4831 loss_mask: 0.2742 loss_rpn_cls: 0.01757 loss_rpn_loc: 0.03882 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:43:19 d2.utils.events]:  eta: 2:45:25 iter: 34459 total_loss: 0.9865 loss_cls: 0.2337 loss_box_reg: 0.4702 loss_mask: 0.2437 loss_rpn_cls: 0.01791 loss_rpn_loc: 0.04196 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:43:22 d2.utils.events]:  eta: 2:45:17 iter: 34479 total_loss: 0.9538 loss_cls: 0.2371 loss_box_reg: 0.4345 loss_mask: 0.2468 loss_rpn_cls: 0.01693 loss_rpn_loc: 0.04019 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:43:26 d2.utils.events]:  eta: 2:45:18 iter: 34499 total_loss: 1.058 loss_cls: 0.2682 loss_box_reg: 0.4665 loss_mask: 0.2347 loss_rpn_cls: 0.01417 loss_rpn_loc: 0.03699 time: 0.1782 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:43:29 d2.utils.events]:  eta: 2:45:04 iter: 34519 total_loss: 1.124 loss_cls: 0.2757 loss_box_reg: 0.4697 loss_mask: 0.2765 loss_rpn_cls: 0.01428 loss_rpn_loc: 0.04326 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:43:33 d2.utils.events]:  eta: 2:45:03 iter: 34539 total_loss: 1.001 loss_cls: 0.219 loss_box_reg: 0.4799 loss_mask: 0.2534 loss_rpn_cls: 0.01492 loss_rpn_loc: 0.04124 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:43:37 d2.utils.events]:  eta: 2:45:12 iter: 34559 total_loss: 1.038 loss_cls: 0.272 loss_box_reg: 0.4446 loss_mask: 0.2458 loss_rpn_cls: 0.0174 loss_rpn_loc: 0.03872 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:43:40 d2.utils.events]:  eta: 2:45:07 iter: 34579 total_loss: 1.008 loss_cls: 0.2463 loss_box_reg: 0.4461 loss_mask: 0.2624 loss_rpn_cls: 0.01687 loss_rpn_loc: 0.03782 time: 0.1782 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:43:44 d2.utils.events]:  eta: 2:44:53 iter: 34599 total_loss: 1.035 loss_cls: 0.2955 loss_box_reg: 0.4473 loss_mask: 0.2367 loss_rpn_cls: 0.01585 loss_rpn_loc: 0.0336 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:43:47 d2.utils.events]:  eta: 2:44:47 iter: 34619 total_loss: 0.9897 loss_cls: 0.2357 loss_box_reg: 0.4732 loss_mask: 0.2401 loss_rpn_cls: 0.01629 loss_rpn_loc: 0.03256 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:43:51 d2.utils.events]:  eta: 2:44:41 iter: 34639 total_loss: 1.034 loss_cls: 0.2223 loss_box_reg: 0.4598 loss_mask: 0.2575 loss_rpn_cls: 0.01062 loss_rpn_loc: 0.03622 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:43:54 d2.utils.events]:  eta: 2:44:18 iter: 34659 total_loss: 0.9615 loss_cls: 0.2086 loss_box_reg: 0.4479 loss_mask: 0.2417 loss_rpn_cls: 0.0165 loss_rpn_loc: 0.03081 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:43:58 d2.utils.events]:  eta: 2:44:04 iter: 34679 total_loss: 1.042 loss_cls: 0.2428 loss_box_reg: 0.4337 loss_mask: 0.2316 loss_rpn_cls: 0.01442 loss_rpn_loc: 0.0305 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:44:02 d2.utils.events]:  eta: 2:44:03 iter: 34699 total_loss: 1.059 loss_cls: 0.2381 loss_box_reg: 0.466 loss_mask: 0.2907 loss_rpn_cls: 0.01776 loss_rpn_loc: 0.04021 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:44:05 d2.utils.events]:  eta: 2:44:04 iter: 34719 total_loss: 1.03 loss_cls: 0.2263 loss_box_reg: 0.4487 loss_mask: 0.2458 loss_rpn_cls: 0.009944 loss_rpn_loc: 0.03264 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:44:09 d2.utils.events]:  eta: 2:44:10 iter: 34739 total_loss: 1.094 loss_cls: 0.2837 loss_box_reg: 0.487 loss_mask: 0.2857 loss_rpn_cls: 0.01455 loss_rpn_loc: 0.04066 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:44:12 d2.utils.events]:  eta: 2:44:01 iter: 34759 total_loss: 1.015 loss_cls: 0.2686 loss_box_reg: 0.4594 loss_mask: 0.2647 loss_rpn_cls: 0.01975 loss_rpn_loc: 0.03611 time: 0.1782 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:44:16 d2.utils.events]:  eta: 2:44:00 iter: 34779 total_loss: 1.033 loss_cls: 0.2521 loss_box_reg: 0.5202 loss_mask: 0.2908 loss_rpn_cls: 0.01407 loss_rpn_loc: 0.03383 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:44:20 d2.utils.events]:  eta: 2:43:56 iter: 34799 total_loss: 0.9024 loss_cls: 0.2152 loss_box_reg: 0.4251 loss_mask: 0.2105 loss_rpn_cls: 0.0111 loss_rpn_loc: 0.03073 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:44:23 d2.utils.events]:  eta: 2:43:43 iter: 34819 total_loss: 1.004 loss_cls: 0.2758 loss_box_reg: 0.4785 loss_mask: 0.244 loss_rpn_cls: 0.0137 loss_rpn_loc: 0.02846 time: 0.1782 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:44:27 d2.utils.events]:  eta: 2:43:37 iter: 34839 total_loss: 0.9411 loss_cls: 0.2236 loss_box_reg: 0.4294 loss_mask: 0.2319 loss_rpn_cls: 0.01513 loss_rpn_loc: 0.02755 time: 0.1782 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 10:44:30 d2.utils.events]:  eta: 2:43:25 iter: 34859 total_loss: 0.9028 loss_cls: 0.2054 loss_box_reg: 0.4455 loss_mask: 0.2339 loss_rpn_cls: 0.0121 loss_rpn_loc: 0.03682 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:44:34 d2.utils.events]:  eta: 2:43:13 iter: 34879 total_loss: 1.058 loss_cls: 0.3417 loss_box_reg: 0.4464 loss_mask: 0.243 loss_rpn_cls: 0.02039 loss_rpn_loc: 0.04416 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:44:37 d2.utils.events]:  eta: 2:42:56 iter: 34899 total_loss: 1.001 loss_cls: 0.2477 loss_box_reg: 0.4548 loss_mask: 0.2445 loss_rpn_cls: 0.01272 loss_rpn_loc: 0.0409 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:44:41 d2.utils.events]:  eta: 2:42:45 iter: 34919 total_loss: 0.9727 loss_cls: 0.2189 loss_box_reg: 0.4288 loss_mask: 0.2561 loss_rpn_cls: 0.01322 loss_rpn_loc: 0.04909 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:44:44 d2.utils.events]:  eta: 2:42:41 iter: 34939 total_loss: 1.047 loss_cls: 0.2309 loss_box_reg: 0.4471 loss_mask: 0.2539 loss_rpn_cls: 0.01268 loss_rpn_loc: 0.04498 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:44:48 d2.utils.events]:  eta: 2:42:36 iter: 34959 total_loss: 0.9592 loss_cls: 0.2259 loss_box_reg: 0.4391 loss_mask: 0.2263 loss_rpn_cls: 0.01226 loss_rpn_loc: 0.03723 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:44:52 d2.utils.events]:  eta: 2:42:35 iter: 34979 total_loss: 1.08 loss_cls: 0.2214 loss_box_reg: 0.4593 loss_mask: 0.2433 loss_rpn_cls: 0.0185 loss_rpn_loc: 0.04362 time: 0.1782 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:44:55 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0034999.pth [03/14 10:44:58 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.19 seconds. [03/14 10:44:58 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 10:44:58 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 10:44:58 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 10:44:58 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 10:44:58 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 10:44:59 d2.evaluation.evaluator]: Start inference on 645 images [03/14 10:45:07 d2.evaluation.evaluator]: Inference done 11/645. 0.0469 s / img. ETA=0:00:36 [03/14 10:45:12 d2.evaluation.evaluator]: Inference done 103/645. 0.0444 s / img. ETA=0:00:29 [03/14 10:45:17 d2.evaluation.evaluator]: Inference done 193/645. 0.0444 s / img. ETA=0:00:25 [03/14 10:45:22 d2.evaluation.evaluator]: Inference done 285/64FO: Inference done 378/645. 0.0443 s / img. ETA=0:00:14 [03/14 10:45:32] d2.evaluation.evaluator INFO: Inference done 468/645. 0.0443 s / img. ETA=0:00:09 [03/14 10:45:37] d2.evaluation.evaluator INFO: Inference done 559/645. 0.0443 s / img. ETA=0:00:04 [03/14 10:45:42] d2.evaluation.evaluator INFO: Total inference time: 0:00:35.508154 (0.055481 s / img per device, on 1 devices) [03/14 10:45:42] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.044222 s / img per device, on 1 devices) [03/14 10:45:42] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/14 10:45:42] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 10:45:43] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/14 10:45:43] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/14 10:45:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.63 seconds. [03/14 10:45:43] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 10:45:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 10:45:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.087 | 24.731 | 8.490 | 5.237 | 7.610 | 14.229 | [03/14 10:45:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 15.914 | books | 3.506 | chair | 12.657 | | furniture | 4.938 | painting | 30.703 | sofa | 6.148 | | table | 4.473 | tv | 6.380 | window | 15.067 | [03/14 10:45:44] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 10:45:45] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.32 seconds. [03/14 10:45:45] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 10:45:45] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 10:45:45] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.174 | 20.211 | 9.278 | 0.673 | 6.603 | 14.974 | [03/14 10:45:45] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.465 | books | 3.711 | chair | 6.374 | | furniture | 3.254 | painting | 37.191 | sofa | 4.300 | | table | 1.103 | tv | 8.177 | window | 15.989 | [03/14 10:45:45] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 10:45:45] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 10:45:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:45:45] d2.evaluation.testing INFO: copypaste: 11.0873,24.7310,8.4898,5.2375,7.6102,14.2293 [03/14 10:45:45] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 10:45:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:45:45] d2.evaluation.testing INFO: copypaste: 10.1737,20.2108,9.2776,0.6731,6.6033,14.9740 [03/14 10:45:45] d2.utils.events INFO: eta: 2:42:38 iter: 34999 total_loss: 1.165 loss_cls: 0.2966 loss_box_reg: 0.5076 loss_mask: 0.2489 loss_rpn_cls: 0.01389 loss_rpn_loc: 0.03615 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:45:49] d2.utils.events INFO: eta: 2:42:40 iter: 35019 total_loss: 1.167 loss_cls: 0.2818 loss_box_reg: 0.48 loss_mask: 0.2914 loss_rpn_cls: 0.01409 loss_rpn_loc: 0.0408 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:45:52] d2.utils.events INFO: eta: 2:42:54 iter: 35039 total_loss: 1. Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.044 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.139 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.258 [03/14 10:45:45 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.174 | 20.211 | 9.278 | 0.673 | 6.603 | 14.974 | [03/14 10:45:45 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.465 | books | 3.711 | chair | 6.374 | | furniture | 3.254 | painting | 37.191 | sofa | 4.300 | | table | 1.103 | tv | 8.177 | window | 15.989 | [03/14 10:45:45 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 10:45:45 d2.evaluation.testing]: copypaste: Task: bbox [03/14 10:45:45 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:45:45 d2.evaluation.testing]: copypaste: 11.0873,24.7310,8.4898,5.2375,7.6102,14.2293 [03/14 10:45:45 d2.evaluation.testing]: copypaste: Task: segm [03/14 10:45:45 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 10:45:45 d2.evaluation.testing]: copypaste: 10.1737,20.2108,9.2776,0.6731,6.6033,14.9740 [03/14 10:45:45 d2.utils.events]:  eta: 2:42:38 iter: 34999 total_loss: 1.165 loss_cls: 0.2966 loss_box_reg: 0.5076 loss_mask: 0.2489 loss_rpn_cls: 0.01389 loss_rpn_loc: 0.03615 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:45:49 d2.utils.events]:  eta: 2:42:40 iter: 35019 total_loss: 1.167 loss_cls: 0.2818 loss_box_reg: 0.48 loss_mask: 0.2914 loss_rpn_cls: 0.01409 loss_rpn_loc: 0.0408 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:45:52 d2.utils.events]:  eta: 2:42:54 iter: 35039 total_loss: 1.034 loss_cls: 0.2487 loss_box_reg: 0.4889 loss_mask: 0.2377 loss_rpn_cls: 0.019 loss_rpn_loc: 0.03237 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:45:56 d2.utils.events]:  eta: 2:42:51 iter: 35059 total_loss: 0.9903 loss_cls: 0.2381 loss_box_reg: 0.4316 loss_mask: 0.2317 loss_rpn_cls: 0.01633 loss_rpn_loc: 0.03562 time: 0.1782 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:45:59 d2.utils.events]:  eta: 2:42:52 iter: 35079 total_loss: 1.033 loss_cls: 0.2314 loss_box_reg: 0.4949 loss_mask: 0.2365 loss_rpn_cls: 0.0139 loss_rpn_loc: 0.03418 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:46:03 d2.utils.events]:  eta: 2:42:53 iter: 35099 total_loss: 1.144 loss_cls: 0.2643 loss_box_reg: 0.4871 loss_mask: 0.2765 loss_rpn_cls: 0.01345 loss_rpn_loc: 0.04571 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:46:06 d2.utils.events]:  eta: 2:42:45 iter: 35119 total_loss: 1.038 loss_cls: 0.2618 loss_box_reg: 0.4807 loss_mask: 0.262 loss_rpn_cls: 0.01782 loss_rpn_loc: 0.03977 time: 0.1782 data_time: 0.0113 lr: 0.0025 max_mem: 2341M [03/14 10:46:10 d2.utils.events]:  eta: 2:42:59 iter: 35139 total_loss: 0.9384 loss_cls: 0.1748 loss_box_reg: 0.3844 loss_mask: 0.2695 loss_rpn_cls: 0.01638 loss_rpn_loc: 0.03211 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:46:14 d2.utils.events]:  eta: 2:42:55 iter: 35159 total_loss: 1.106 loss_cls: 0.2299 loss_box_reg: 0.4811 loss_mask: 0.2537 loss_rpn_cls: 0.01638 loss_rpn_loc: 0.04689 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:46:17 d2.utils.events]:  eta: 2:42:56 iter: 35179 total_loss: 1.013 loss_cls: 0.2635 loss_box_reg: 0.4242 loss_mask: 0.2281 loss_rpn_cls: 0.01378 loss_rpn_loc: 0.04014 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:46:21 d2.utils.events]:  eta: 2:43:03 iter: 35199 total_loss: 1.001 loss_cls: 0.1989 loss_box_reg: 0.4632 loss_mask: 0.239 loss_rpn_cls: 0.01559 loss_rpn_loc: 0.03769 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:46:25 d2.utils.events]:  eta: 2:43:02 iter: 35219 total_loss: 0.817 loss_cls: 0.1815 loss_box_reg: 0.3707 loss_mask: 0.2361 loss_rpn_cls: 0.01534 loss_rpn_loc: 0.0282 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:46:28 d2.utils.events]:  eta: 2:43:00 iter: 35239 total_loss: 0.9561 loss_cls: 0.2322 loss_box_reg: 0.4556 loss_mask: 0.2436 loss_rpn_cls: 0.01212 loss_rpn_loc: 0.03843 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:46:32 d2.utils.events]:  eta: 2:42:52 iter: 35259 total_loss: 1.036 loss_cls: 0.2456 loss_box_reg: 0.4558 loss_mask: 0.2782 loss_rpn_cls: 0.01805 loss_rpn_loc: 0.03818 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:46:35 d2.utils.events]:  eta: 2:42:39 iter: 35279 total_loss: 1.074 loss_cls: 0.2514 loss_box_reg: 0.4906 loss_mask: 0.2398 loss_rpn_cls: 0.01228 loss_rpn_loc: 0.03726 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:46:39 d2.utils.events]:  eta: 2:42:35 iter: 35299 total_loss: 1.065 loss_cls: 0.2137 loss_box_reg: 0.4799 loss_mask: 0.2771 loss_rpn_cls: 0.01513 loss_rpn_loc: 0.03313 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:46:42 d2.utils.events]:  eta: 2:42:31 iter: 35319 total_loss: 1.042 loss_cls: 0.2421 loss_box_reg: 0.4563 loss_mask: 0.2524 loss_rpn_cls: 0.01291 loss_rpn_loc: 0.03782 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:46:46 d2.utils.events]:  eta: 2:42:38 iter: 35339 total_loss: 1.052 loss_cls: 0.258 loss_box_reg: 0.4623 loss_mask: 0.2542 loss_rpn_cls: 0.01731 loss_rpn_loc: 0.03877 time: 0.1782 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:46:50 d2.utils.events]:  eta: 2:42:34 iter: 35359 total_loss: 1.143 loss_cls: 0.2844 loss_box_reg: 0.492 loss_mask: 0.2624 loss_rpn_cls: 0.01722 loss_rpn_loc: 0.03752 time: 0.1782 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 10:46:53 d2.utils.events]:  eta: 2:42:38 iter: 35379 total_loss: 1.084 loss_cls: 0.2181 loss_box_reg: 0.4794 loss_mask: 0.2644 loss_rpn_cls: 0.01667 loss_rpn_loc: 0.04044 time: 0.1782 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 10:46:57 d2.utils.events]:  eta: 2:42:27 iter: 35399 total_loss: 0.9057 loss_cls: 0.1663 loss_box_reg: 0.4459 loss_mask: 0.2549 loss_rpn_cls: 0.01459 loss_rpn_loc: 0.03133 time: 0.1782 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:47:00 d2.utils.events]:  eta: 2:42:24 iter: 35419 total_loss: 0.9345 loss_cls: 0.1686 loss_box_reg: 0.4427 loss_mask: 0.2313 loss_rpn_cls: 0.01321 loss_rpn_loc: 0.03231 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:47:04 d2.utils.events]:  eta: 2:42:24 iter: 35439 total_loss: 1.049 loss_cls: 0.2051 loss_box_reg: 0.4959 loss_mask: 0.265 loss_rpn_cls: 0.01658 loss_rpn_loc: 0.0516 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:47:08 d2.utils.events]:  eta: 2:42:16 iter: 35459 total_loss: 1.007 loss_cls: 0.2396 loss_box_reg: 0.4459 loss_mask: 0.2483 loss_rpn_cls: 0.01326 loss_rpn_loc: 0.02954 time: 0.1782 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:47:11 d2.utils.events]:  eta: 2:42:12 iter: 35479 total_loss: 1.02 loss_cls: 0.2383 loss_box_reg: 0.4628 loss_mask: 0.2814 loss_rpn_cls: 0.01539 loss_rpn_loc: 0.03838 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:47:15 d2.utils.events]:  eta: 2:42:09 iter: 35499 total_loss: 1.052 loss_cls: 0.255 loss_box_reg: 0.4665 loss_mask: 0.2544 loss_rpn_cls: 0.01591 loss_rpn_loc: 0.04602 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:47:19 d2.utils.events]:  eta: 2:42:16 iter: 35519 total_loss: 0.9147 loss_cls: 0.1994 loss_box_reg: 0.4235 loss_mask: 0.2474 loss_rpn_cls: 0.01073 loss_rpn_loc: 0.02896 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:47:22 d2.utils.events]:  eta: 2:42:07 iter: 35539 total_loss: 1.043 loss_cls: 0.2347 loss_box_reg: 0.4935 loss_mask: 0.246 loss_rpn_cls: 0.0158 loss_rpn_loc: 0.04002 time: 0.1782 data_time: 0.0107 lr: 0.0025 max_mem: 2341M [03/14 10:47:26 d2.utils.events]:  eta: 2:41:59 iter: 35559 total_loss: 1.102 loss_cls: 0.2946 loss_box_reg: 0.4928 loss_mask: 0.2783 loss_rpn_cls: 0.01443 loss_rpn_loc: 0.03797 time: 0.1782 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 10:47:29 d2.utils.events]:  eta: 2:41:52 iter: 35579 total_loss: 0.9783 loss_cls: 0.2418 loss_box_reg: 0.4397 loss_mask: 0.254 loss_rpn_cls: 0.01327 loss_rpn_loc: 0.03419 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:47:33 d2.utils.events]:  eta: 2:41:52 iter: 35599 total_loss: 1.073 loss_cls: 0.2497 loss_box_reg: 0.495 loss_mask: 0.2352 loss_rpn_cls: 0.01426 loss_rpn_loc: 0.03688 time: 0.1782 data_time: 0.0118 lr: 0.0025 max_mem: 2341M [03/14 10:47:36 d2.utils.events]:  eta: 2:41:52 iter: 35619 total_loss: 0.984 loss_cls: 0.2365 loss_box_reg: 0.4546 loss_mask: 0.2413 loss_rpn_cls: 0.009952 loss_rpn_loc: 0.03138 time: 0.1782 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:47:40 d2.utils.events]:  eta: 2:41:51 iter: 35639 total_loss: 1.048 loss_cls: 0.2593 loss_box_reg: 0.4603 loss_mask: 0.2468 loss_rpn_cls: 0.01717 loss_rpn_loc: 0.03757 time: 0.1782 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 10:47:43 d2.utils.events]:  eta: 2:41:38 iter: 35659 total_loss: 0.9816 loss_cls: 0.213 loss_box_reg: 0.4243 loss_mask: 0.217 loss_rpn_cls: 0.01482 loss_rpn_loc: 0.04847 time: 0.1782 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 10:47:47 d2.utils.events]:  eta: 2:41:27 iter: 35679 total_loss: 1.08 loss_cls: 0.2858 loss_box_reg: 0.4773 loss_mask: 0.2443 loss_rpn_cls: 0.01765 loss_rpn_loc: 0.03242 time: 0.1782 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:47:50 d2.utils.events]:  eta: 2:41:19 iter: 35699 total_loss: 1.101 loss_cls: 0.2649 loss_box_reg: 0.4578 loss_mask: 0.2585 loss_rpn_cls: 0.01928 loss_rpn_loc: 0.05277 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:47:54 d2.utils.events]:  eta: 2:41:09 iter: 35719 total_loss: 1.007 loss_cls: 0.2498 loss_box_reg: 0.4695 loss_mask: 0.2372 loss_rpn_cls: 0.01625 loss_rpn_loc: 0.03954 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:47:57 d2.utils.events]:  eta: 2:40:52 iter: 35739 total_loss: 0.9744 loss_cls: 0.1974 loss_box_reg: 0.4407 loss_mask: 0.2397 loss_rpn_cls: 0.01232 loss_rpn_loc: 0.04233 time: 0.1782 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:48:01 d2.utils.events]:  eta: 2:40:45 iter: 35759 total_loss: 0.9857 loss_cls: 0.2269 loss_box_reg: 0.4567 loss_mask: 0.2435 loss_rpn_cls: 0.01173 loss_rpn_loc: 0.0342 time: 0.1782 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:48:04 d2.utils.events]:  eta: 2:40:38 iter: 35779 total_loss: 1.015 loss_cls: 0.2121 loss_box_reg: 0.4373 loss_mask: 0.2508 loss_rpn_cls: 0.01233 loss_rpn_loc: 0.04297 time: 0.1782 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:48:08 d2.utils.events]:  eta: 2:40:29 iter: 35799 total_loss: 1.072 loss_cls: 0.2439 loss_box_reg: 0.4573 loss_mask: 0.2767 loss_rpn_cls: 0.01102 loss_rpn_loc: 0.04045 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:48:12 d2.utils.events]:  eta: 2:40:09 iter: 35819 total_loss: 0.9674 loss_cls: 0.2131 loss_box_reg: 0.4183 loss_mask: 0.2549 loss_rpn_cls: 0.01452 loss_rpn_loc: 0.03406 time: 0.1782 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:48:15 d2.utils.events]:  eta: 2:40:04 iter: 35839 total_loss: 0.9789 loss_cls: 0.2117 loss_box_reg: 0.4385 loss_mask: 0.2361 loss_rpn_cls: 0.01397 loss_rpn_loc: 0.02814 time: 0.1782 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:48:19 d2.utils.events]:  eta: 2:40:07 iter: 35859 total_loss: 0.9604 loss_cls: 0.2283 loss_box_reg: 0.4207 loss_mask: 0.2267 loss_rpn_cls: 0.01012 loss_rpn_loc: 0.03045 time: 0.1782 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:48:22 d2.utils.events]:  eta: 2:39:56 iter: 35879 total_loss: 0.9512 loss_cls: 0.2403 loss_box_reg: 0.4243 loss_mask: 0.2507 loss_rpn_cls: 0.01156 loss_rpn_loc: 0.03245 time: 0.1782 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 10:48:26 d2.utils.events]:  eta: 2:40:00 iter: 35899 total_loss: 0.8784 loss_cls: 0.2106 loss_box_reg: 0.426 loss_mask: 0.2371 loss_rpn_cls: 0.01664 loss_rpn_loc: 0.03871 time: 0.1782 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 10:48:29 d2.utils.events]:  eta: 2:39:54 iter: 35919 total_loss: 0.9739 loss_cls: 0.2481 loss_box_reg: 0.4655 loss_mask: 0.2237 loss_rpn_cls: 0.01275 loss_rpn_loc: 0.03336 time: 0.1782 data_time: 0.0088 lr: 0.0025 max_mem: 2341M [03/14 10:48:33 d2.utils.events]:  eta: 2:39:48 iter: 35939 total_loss: 0.9568 loss_cls: 0.2133 loss_box_reg: 0.4427 loss_mask: 0.2583 loss_rpn_cls: 0.01373 loss_rpn_loc: 0.0424 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:48:36 d2.utils.events]:  eta: 2:39:31 iter: 35959 total_loss: 1.041 loss_cls: 0.2209 loss_box_reg: 0.5125 loss_mask: 0.2415 loss_rpn_cls: 0.01887 loss_rpn_loc: 0.0392 time: 0.1782 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:48:40 d2.utils.events]:  eta: 2:39:21 iter: 35979 total_loss: 0.9808 loss_cls: 0.2362 loss_box_reg: 0.441 loss_mask: 0.2476 loss_rpn_cls: 0.01336 loss_rpn_loc: 0.03234 time: 0.1781 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:48:43 d2.utils.events]:  eta: 2:39:03 iter: 35999 total_loss: 1 loss_cls: 0.2222 loss_box_reg: 0.4832 loss_mask: 0.2608 loss_rpn_cls: 0.01228 loss_rpn_loc: 0.03828 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:48:47 d2.utils.events]:  eta: 2:38:54 iter: 36019 total_loss: 1.081 loss_cls: 0.2686 loss_box_reg: 0.4702 loss_mask: 0.2632 loss_rpn_cls: 0.01758 loss_rpn_loc: 0.04557 time: 0.1781 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 10:48:50 d2.utils.events]:  eta: 2:38:50 iter: 36039 total_loss: 0.8908 loss_cls: 0.2048 loss_box_reg: 0.4452 loss_mask: 0.2155 loss_rpn_cls: 0.01182 loss_rpn_loc: 0.02381 time: 0.1781 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:48:54 d2.utils.events]:  eta: 2:38:46 iter: 36059 total_loss: 0.96 loss_cls: 0.2046 loss_box_reg: 0.44 loss_mask: 0.2221 loss_rpn_cls: 0.01394 loss_rpn_loc: 0.0363 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:48:57 d2.utils.events]:  eta: 2:38:35 iter: 36079 total_loss: 1.018 loss_cls: 0.2426 loss_box_reg: 0.4399 loss_mask: 0.2413 loss_rpn_cls: 0.0137 loss_rpn_loc: 0.03759 time: 0.1781 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 10:49:01 d2.utils.events]:  eta: 2:38:33 iter: 36099 total_loss: 0.8423 loss_cls: 0.1927 loss_box_reg: 0.399 loss_mask: 0.1993 loss_rpn_cls: 0.01652 loss_rpn_loc: 0.03109 time: 0.1781 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 10:49:04 d2.utils.events]:  eta: 2:38:28 iter: 36119 total_loss: 1.066 loss_cls: 0.213 loss_box_reg: 0.4729 loss_mask: 0.2769 loss_rpn_cls: 0.01755 loss_rpn_loc: 0.04362 time: 0.1781 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 10:49:08 d2.utils.events]:  eta: 2:38:23 iter: 36139 total_loss: 1.053 loss_cls: 0.2966 loss_box_reg: 0.4661 loss_mask: 0.2659 loss_rpn_cls: 0.01586 loss_rpn_loc: 0.03253 time: 0.1781 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 10:49:11 d2.utils.events]:  eta: 2:38:19 iter: 36159 total_loss: 0.8887 loss_cls: 0.1747 loss_box_reg: 0.4007 loss_mask: 0.2339 loss_rpn_cls: 0.01212 loss_rpn_loc: 0.02963 time: 0.1781 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 10:49:15 d2.utils.events]:  eta: 2:38:14 iter: 36179 total_loss: 1.096 loss_cls: 0.2653 loss_box_reg: 0.5 loss_mask: 0.2649 loss_rpn_cls: 0.01513 loss_rpn_loc: 0.0494 time: 0.1781 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 10:49:18 d2.utils.events]:  eta: 2:37:59 iter: 36199 total_loss: 1.01 loss_cls: 0.2894 loss_box_reg: 0.4598 loss_mask: 0.2525 loss_rpn_cls: 0.01755 loss_rpn_loc: 0.03193 time: 0.1781 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 10:49:22 d2.utils.events]:  eta: 2:37:45 iter: 36219 total_loss: 1.06 loss_cls: 0.2272 loss_box_reg: 0.4845 loss_mask: 0.2539 loss_rpn_cls: 0.01668 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d2.utils.events INFO: eta: 2:31:33 iter  eta: 2:31:33 iter: 38079 total_loss: 0.9557 loss_cls: 0.2012 loss_box_reg: 0.4573 loss_mask: 0.2499 loss_rpn_cls: 0.01502 loss_rpn_loc: 0.03398 time: 0.1779 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 10:54:51 d2.utils.events]:  eta: 2:31:38 iter: 38099 total_loss: 1.058 loss_cls: 0.2541 loss_box_reg: 0.4615 loss_mask: 0.2829 loss_rpn_cls: 0.01357 loss_rpn_loc: 0.0378 time: 0.1779 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 10:54:54 d2.utils.events]:  eta: 2:31:37 iter: 38119 total_loss: 1.109 loss_cls: 0.2897 loss_box_reg: 0.4959 loss_mask: 0.2348 loss_rpn_cls: 0.01542 loss_rpn_loc: 0.03715 time: 0.1779 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 10:54:58 d2.utils.events]:  eta: 2:31:35 iter: 38139 total_loss: 1.002 loss_cls: 0.2451 loss_box_reg: 0.4306 loss_mask: 0.2528 loss_rpn_cls: 0.01662 loss_rpn_loc: 0.0421 time: 0.1779 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 10:55:01 d2.utils.events]:  eta: 2:31:31 iter: 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d2.utils.events]:  eta: 2:25:03 iter: 39859 total_loss: 1.023 loss_cls: 0.2682 loss_box_reg: 0.4356 loss_mask: 0.2491 loss_rpn_cls: 0.009675 loss_rpn_loc: 0.04256 time: 0.1777 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:00:01 d2.utils.events]:  eta: 2:25:05 iter: 39879 total_loss: 1.078 loss_cls: 0.2214 loss_box_reg: 0.4818 loss_mask: 0.2729 loss_rpn_cls: 0.02354 loss_rpn_loc: 0.04218 time: 0.1777 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:00:04 d2.utils.events]:  eta: 2:25:18 iter: 39899 total_loss: 1.08 loss_cls: 0.2873 loss_box_reg: 0.4477 loss_mask: 0.2348 loss_rpn_cls: 0.01335 loss_rpn_loc: 0.04765 time: 0.1777 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:00:08 d2.utils.events]:  eta: 2:25:16 iter: 39919 total_loss: 0.9025 loss_cls: 0.1961 loss_box_reg: 0.4012 loss_mask: 0.2487 loss_rpn_cls: 0.01239 loss_rpn_loc: 0.03185 time: 0.1777 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:00:11 d2.utils.events]:  eta: 2:25:15 iter: 39939 total_loss: 0.9713 loss_cls: 0.2399 loss_box_reg: 0.4123 loss_mask: 0.2455 loss_rpn_cls: 0.008897 loss_rpn_loc: 0.0279 time: 0.1777 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:00:15 d2.utils.events]:  eta: 2:25:22 iter: 39959 total_loss: 0.9568 loss_cls: 0.2239 loss_box_reg: 0.4296 loss_mask: 0.2256 loss_rpn_cls: 0.01173 loss_rpn_loc: 0.0291 time: 0.1777 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:00:18 d2.utils.events]:  eta: 2:25:16 iter: 39979 total_loss: 0.9192 loss_cls: 0.1785 loss_box_reg: 0.4027 loss_mask: 0.2543 loss_rpn_cls: 0.01676 loss_rpn_loc: 0.03525 time: 0.1777 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 11:00:22 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_003999911:00:24] d2.data.datasets.coco INFO: Loading dataset/nyu_val.coco.json takes 1.12 seconds. [03/14 11:00:24] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 11:00:24] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 11:00:24] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 11:00:25] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/14 11:00:25] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 11:00:26] d2.evaluation.evaluator INFO: Start inference on 645 images [03/14 11:00:33] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0438 s / img. ETA=0:00:33 [03/14 11:00:38] d2.evaluation.evaluator INFO: Inference done 106/645. 0.0438 s / img. ETA=0:00:28 [03/14 11:00:43] d2.evaluation.evaluator INFO: Inference done 199/645. 0.0439 s / img. ETA=0:00:23 [03/14 11:00:48] d2.evaluation.evaluator INFO: Inference done 295/645. 0.0439 s / img. ETA=0:00:18 [03/14 11:00:53] d2.evaluation.evaluator INFO: Inference done 389/645. 0.0440 s / img. ETA=0:00:13 [03/14 11:00:58] d2.evaluation.evaluator INFO: Inference done 482/645. 0.0439 s / img. ETA=0:00:08 [03/14 11:01:04] d2.evaluation.evaluator INFO: Inference done 577/645. 0.0439 s / img. ETA=0:00:03 [03/14 11:01:07] d2.evaluation.evaluator INFO: Total inference time: 0:00:34.393629 (0.053740 s / img per device, on 1 devices) [03/14 11:01:07] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.043905 s / img per device, on 1 devices) [03/14 11:01:07] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/14 11:01:07] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 11:01:08] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/14 11:01:08] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/14 11:01:08] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.31 seconds. [03/14 11:01:08] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 11:01:08] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 11:01:08] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 13.746 | 28.427 | 11.681 | 7.352 | 8.737 | 17.492 | [03/14 11:01:08] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.236 | books | 4.680 | chair | 14.085 | | furniture | 5.481 | painting | 34.335 | sofa | 14.317 | | table | 5.060 | tv | 12.389 | window | 15.135 | [03/14 11:01:09] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 11:01:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.09 seconds. [03/14 11:01:10] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 11:01:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/14 11:01:10] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.709 | 23.000 | 10.922 | 3.782 | 6.425 | 16.660 | [03/14 11:01:10] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 12.244 | books | 4.629 | c---------|:-------| | bed | 18.236 | books | 4.680 | chair | 14.085 | | furniture | 5.481 | painting | 34.335 | sofa | 14.317 | | table | 5.060 | tv | 12.389 | window | 15.135 | Loading and preparing results... DONE (t=0.12s) creating index... index created! [03/14 11:01:09 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 11:01:10 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.09 seconds. [03/14 11:01:10 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 11:01:10 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.117 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.109 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.038 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.064 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.167 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.143 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.221 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.223 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.265 [03/14 11:01:10 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.709 | 23.000 | 10.922 | 3.782 | 6.425 | 16.660 | [03/14 11:01:10 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 12.244 | books | 4.629 | chair | 6.866 | | furniture | 4.145 | painting | 37.910 | sofa | 8.451 | | table | 1.124 | tv | 14.314 | window | 15.701 | [03/14 11:01:10 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 11:01:10 d2.evaluation.testing]: copypaste: Task: bbox [03/14 11:01:10 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:01:10 d2.evaluation.testing]: copypaste: 13.7463,28.4267,11.6813,7.3516,8.7369,17.4923 [03/14 11:01:10 d2.evaluation.testing]: copypaste: Task: segm [03/14 11:01:10 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:01:10 d2.evaluation.testing]: copypaste: 11.7092,23.0000,10.9218,3.7820,6.4249,16.6603 [03/14 11:01:10 d2.utils.events]:  eta: 2:25:21 iter: 39999 total_loss: 0.9742 loss_cls: 0.2477 loss_box_reg: 0.4403 loss_mask: 0.2474 loss_rpn_cls: 0.01014 loss_rpn_loc: 0.03165 time: 0.1777 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:01:13 d2.utils.events]:  eta: 2:25:18 iter: 40019 total_loss: 0.9323 loss_cls: 0.2008 loss_box_reg: 0.4449 loss_mask: 0.2334 loss_rpn_cls: 0.009975 loss_rpn_loc: 0.03759 time: 0.1777 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:01:17 d2.utils.events]:  eta: 2:24:59 iter: 40039 total_loss: 1.034 loss_cls: 0.2481 loss_box_reg: 0.4598 loss_mask: 0.2387 loss_rpn_cls: 0.01179 loss_rpn_loc: 0.03525 time: 0.1777 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:01:20 d2.utils.events]:  eta: 2:24:50 iter: 40059 total_loss: 1.023 loss_cls: 0.2501 loss_box_reg: 0.4655 loss_mask: 0.267 loss_rpn_cls: 0.01631 loss_rpn_loc: 0.04323 time: 0.1777 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:01:24 d2.utils.events]:  eta: 2:24:52 iter: 40079 total_loss: 1.016 loss_cls: 0.2349 loss_box_reg: 0.4499 loss_mask: 0.2678 loss_rpn_cls: 0.01114 loss_rpn_loc: 0.02648 time: 0.1777 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:01:27 d2.utils.events]:  eta: 2:24:49 iter: 40099 total_loss: 1.02 loss_cls: 0.2468 loss_box_reg: 0.4584 loss_mask: 0.2543 loss_rpn_cls: 0.01124 loss_rpn_loc: 0.03519 time: 0.1777 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 11:01:31 d2.utils.events]:  eta: 2:24:47 iter: 40119 total_loss: 0.9156 loss_cls: 0.2018 loss_box_reg: 0.4195 loss_mask: 0.2517 loss_rpn_cls: 0.01637 loss_rpn_loc: 0.02881 time: 0.1777 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:01:34 d2.utils.events]:  eta: 2:25:03 iter: 40139 total_loss: 0.9885 loss_cls: 0.2204 loss_box_reg: 0.4383 loss_mask: 0.2267 loss_rpn_cls: 0.01492 loss_rpn_loc: 0.04185 time: 0.1777 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:01:38 d2.utils.events]:  eta: 2:25:08 iter: 40159 total_loss: 0.9762 loss_cls: 0.2367 loss_box_reg: 0.422 loss_mask: 0.2335 loss_rpn_cls: 0.00938 loss_rpn_loc: 0.03252 time: 0.1777 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:01:41 d2.utils.events]:  eta: 2:25:18 iter: 40179 total_loss: 0.9363 loss_cls: 0.2053 loss_box_reg: 0.4681 loss_mask: 0.2326 loss_rpn_cls: 0.01739 loss_rpn_loc: 0.02802 time: 0.1777 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:01:45 d2.utils.events]:  eta: 2:25:22 iter: 40199 total_loss: 0.9057 loss_cls: 0.1602 loss_box_reg: 0.396 loss_mask: 0.2275 loss_rpn_cls: 0.00983 loss_rpn_loc: 0.0307 time: 0.1777 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:01:48 d2.utils.events]:  eta: 2:25:30 iter: 40219 total_loss: 0.9648 loss_cls: 0.2357 loss_box_reg: 0.4363 loss_mask: 0.2502 loss_rpn_cls: 0.0129 loss_rpn_loc: 0.03976 time: 0.1777 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:01:52 d2.utils.events]:  eta: 2:25:33 iter: 40239 total_loss: 0.8873 loss_cls: 0.1783 loss_box_reg: 0.3672 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loss_rpn_loc: 0.0436 time: 0.1776 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:03:09 d2.utils.events]:  eta: 2:24:06 iter: 40679 total_loss: 0.9823 loss_cls: 0.2198 loss_box_reg: 0.439 loss_mask: 0.2642 loss_rpn_cls: 0.008857 loss_rpn_loc: 0.03838 time: 0.1776 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:03:12 d2.utils.events]:  eta: 2:24:02 iter: 40699 total_loss: 0.961 loss_cls: 0.2151 loss_box_reg: 0.4071 loss_mask: 0.2341 loss_rpn_cls: 0.01529 loss_rpn_loc: 0.03434 time: 0.1776 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:03:16 d2.utils.events]:  eta: 2:24:04 iter: 40719 total_loss: 1.003 loss_cls: 0.1996 loss_box_reg: 0.428 loss_mask: 0.2466 loss_rpn_cls: 0.02095 loss_rpn_loc: 0.04428 time: 0.1776 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:03:20 d2.utils.events]:  eta: 2:23:41 iter: 40739 total_loss: 0.9745 loss_cls: 0.2239 loss_box_reg: 0.4545 loss_mask: 0.2323 loss_rpn_cls: 0.01144 loss_rpn_loc: 0.02891 time: 0.1776 data_time: 0.0093 lr: 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[03/14 11:06:03 d2.utils.events]:  eta: 2:19:25 iter: 41679 total_loss: 1.067 loss_cls: 0.2615 loss_box_reg: 0.4672 loss_mask: 0.2621 loss_rpn_cls: 0.01744 loss_rpn_loc: 0.04904 time: 011:06:07] d2.utils.events INFO: eta: 2:19:18 iter: 41699 total_loss: 0.8073 loss_cls: 0.1832 loss_box_reg: 0.3808 loss_mask: 0.2146 loss_rpn_cls: 0.01027 loss_rpn_loc: 0.02393 time: 0.1775 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:06:10] d2.utils.events INFO: eta: 2:19:09 iter: 41719 total_loss: 0.9426 loss_cls: 0.256 loss_box_reg: 0.4499 loss_mask: 0.238 loss_rpn_cls: 0.01055 loss_rpn_loc: 0.03763 time: 0.1775 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:06:14] d2.utils.events INFO: eta: 2:19:17 iter: 41739 total_loss: 0.9768 loss_cls: 0.2469 loss_box_reg: 0.4345 loss_mask: 0.246 loss_rpn_cls: 0.01018 loss_rpn_loc: 0.03098 time: 0.1775 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:06:17] d2.utils.events INFO: eta: 2:19:15 iter: 41759 total_loss: 0.9223 loss_cls: 0.2053 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11:08:47 d2.utils.events]:  eta: 2:20:08 iter: 42599 total_loss: 0.7653 loss_cls: 0.1418 loss_box_reg: 0.4172 loss_mask: 0.2086 loss_rpn_cls: 0.00827 loss_rpn_loc: 0.02551 time: 0.1775 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:08:50 d2.utils.events]:  eta: 2:20:14 iter: 42619 total_loss: 0.9449 loss_cls: 0.1991 loss_box_reg: 0.4452 loss_mask: 0.2359 loss_rpn_cls: 0.009436 loss_rpn_loc: 0.03464 time: 0.1775 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:08:54 d2.utils.events]:  eta: 2:20:12 iter: 42639 total_loss: 0.8736 loss_cls: 0.1923 loss_box_reg: 0.4001 loss_mask: 0.2327 loss_rpn_cls: 0.01294 loss_rpn_loc: 0.04375 time: 0.1775 data_time: 0: 42659 total_loss: 0.896 loss_cls: 0.2054 loss_box_reg: 0.3844 loss_mask: 0.23 loss_rpn_cls: 0.01097 loss_rpn_loc: 0.03421 time: 0.1775 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:09:01] d2.utils.events INFO: eta: 2:20:15 iter: 42679 total_loss: 0.8627 loss_cls: 0.1968 loss_box_reg: 0.4211 loss_mask: 0.2055 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d2.utils.events INFO: eta: 2:19:12 iter: 42939 total_loss: 0.9763 loss_cls: 0.23 loss_box_reg: 0.4137 loss_mask: 0.2232 loss_rpn_cls: 0.01175 loss_rpn_loc: 0.04158 time: 0.1775 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:09:50] d2.utils.events INFO: eta: 2:18:54 iter: 42959 total_loss: 0.8928 loss_cls: 0.1908 loss_box_reg: 0.4351 loss_mask: 0.2118 loss_rpn_cls: 0.01291 loss_rpn_loc: 0.03614 time: 0.1775 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:09:54] d2.utils.events INFO: eta: 2:18:41 iter: 42979 total_loss: 0.8641 loss_cls: 0.2145 loss_box_reg: 0.4095 loss_mas0025 max_mem: 2341M [03/14 11:09:54 d2.utils.events]:  eta: 2:18:41 iter: 42979 total_loss: 0.8641 loss_cls: 0.2145 loss_box_reg: 0.4095 loss_mask: 0.2272 loss_rpn_cls: 0.01033 loss_rpn_loc: 0.02847 time: 0.1775 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:09:57 d2.utils.events]:  eta: 2:18:38 iter: 42999 total_loss: 0.8842 loss_cls: 0.1893 loss_box_reg: 0.43 loss_mask: 0.224 loss_rpn_cls: 0.01161 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max_mem: 2341M [03/14 11:14:31 d2.utils.events]:  eta: 2:14:46 iter: 44539 total_loss: 0.9695 loss_cls: 0.2311 loss_box_reg: 0.4524 loss_mask: 0.2412 loss_rpn_cls: 0.009001 loss_rpn_loc: 0.0359 time: 0.1774 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 11:14:35 d2.utils.events]:  eta: 2:14:51 iter: 44559 total_loss: 0.8911 loss_cls: 0.1816 loss_box_reg: 0.436 loss_mask: 0.2268 loss_rpn_cls: 0.009341 loss_rpn_loc: 0.02841 time: 0.1774 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:14:38 .events INFO: eta: 2:14:33 iter: 44579 total_loss: 0.8535 loss_cls: 0.1902 loss_box_reg: 0.3832 loss_mask: 0.2128 loss_rpn_cls: 0.01015 loss_rpn_loc: 0.02897 time: 0.1774 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:14:42] d2.utils.events INFO: eta: 2:14:35 iter: 44599 total_loss: 0.8561 loss_cls: 0.1965 loss_box_reg: 0.3967 loss_mask: 0.2077 loss_rpn_cls: 0.008623 loss_rpn_loc: 0.03336 time: 0.1774 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:14:45] d2.utils.events INFO: eta: 2:14:31 iter: 44619 total_loss: 0.9519 loss_cls: 0.2254 loss_box_reg: 0.4245 loss_mask: 0.2148 loss_rpn_cls: 0.008889 loss_rpn_loc: 0.03144 time: 0.1774 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:14:49] d2.utils.events INFO: eta: 2:14:38 iter: 44639 total_loss: 0.9069 loss_cls: 0.2134 loss_box_reg: 0.4287 loss_mask: 0.21 loss_rpn_cls: 0.01478 loss_rpn_loc: 0.04956 time: 0.1774 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:14:52] d2.utils.events INFO: eta: 2:14:38 iter: 44659 total_loss: 0.8495 loss_cls: 0.1759 loss_box_reg: 0.414 loss_mask: 0.2161 loss_rpn_cls: 0.009849 loss_rpn_loc: 0.03194 time: 0.1774 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:14:56] d2.utils.events INFO: eta: 2:14:30 iter: 44679 total_loss: 0.8787 loss_cls: 0.2062 loss_box_reg: 0.4213 loss_mask: 0.205 loss_rpn_cls: 0.0141 loss_rpn_loc: 0.04284 time: 0.1774 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 11:14:59] d2.utils.events INFO: eta: 2:14:33 iter: 44699 total_loss: 0.9699 loss_cls: 0.277 loss_box_reg: 0.4217 loss_mask: 0.2327 loss_rpn_cls: 0.01127 loss_rpn_loc: 0.04117 time: 0.1774 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:15:03] d2.utils.events INFO: eta: 2:14:08 iter: 44719 total_loss: 0.8753 loss_cls: 0.1894 loss_box_reg: 0.4316 loss_mask: 0.2612 loss_rpn_cls: 0.01074 loss_rpn_loc: 0.03213 time: 0.1774 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:15:06] d2.utils.events INFO: eta: 2:14:04 iter: 44739 total_loss: 0.8725 loss_cls: 0.1815 loss_box_reg: 0.4159 loss_mask: 0.2088 loss_rpn_cls: 0.01073 loss_rpn_loc: 0.04034 time: 0.1774 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:15:10] d2.utils.events INFO: eta: 2:14:06 iter: 44759 total_loss: 0.8712 loss_cls: 0.1647 loss_box_reg: 0.3868 loss_mask: 0.2247 loss_rpn_cls: 0.0101 loss_rpn_loc: 0.03002 time: 0.1774 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:15:14] d2.utils.events INFO: eta: 2:14:08 iter: 44779 total_loss: 0.7113 loss_cls: 0.1079 loss_box_reg: 0.3687 loss_mask: 0.2051 loss_rpn_cls: 0.01217 loss_rpn_loc: 0.03237 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:15:17] d2.utils.events INFO: eta: 2:14:21 iter: 44799 total_loss: 0.9854 loss_cls: 0.2433 loss_box_reg: 0.4494 loss_mask: 0.2517 loss_rpn_cls: 0.0137 loss_rpn_loc: 0.04206 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:15:20] d2.utils.events INFO: eta: 2:14:03 iter: 44819 total_loss: 0.9132 loss_cls: 0.2219 loss_box_reg: 0.4087 loss_mask: 0.2213 loss_rpn_cls: 0.01053 loss_rpn_loc: 0.0324 time: 0.1774 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:15:24] d2.utils.events INFO: eta: 2:13:56 iter: 44839 total_loss: 0.967 loss_cls: 0.2255 loss_box_reg: 0.4445 loss_mask: 0.2569 loss_rpn_cls: 0.008361 loss_rpn_loc: 0.03056 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:15:27] d2.utils.events INFO: eta: 2:13:42 iter: 44859 total_loss: 0.869 loss_cls: 0.1867 loss_box_reg: 0.4047 loss_mask: 0.2415 loss_rpn_cls: 0.01622 loss_rpn_loc: 0.02902 time: 0.1774 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 11:15:31] d2.utils.events INFO: eta: 2:13:43 iter: 44879 total_loss: 0.889 loss_cls: 0.2178 loss_box_reg: 0.3988 loss_mask: 0.1945 loss_rpn_cls: 0.009218 loss_rpn_loc: 0.02888 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:15:35] d2.utils.events INFO: eta: 2:13:29 iter: 44899 total_loss: 0.8529 loss_cls:s.events]:  eta: 2:13:29 iter: 44899 total_loss: 0.8529 loss_cls: 0.1978 loss_box_reg: 0.3839 loss_mask: 0.2152 loss_rpn_cls: 0.009786 loss_rpn_loc: 0.02803 time: 0.1774 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:15:38 d2.utils.events]:  eta: 2:13:11 iter: 44919 total_loss: 0.8203 loss_cls: 0.1395 loss_box_reg: 0.3996 loss_mask: 0.2174 loss_rpn_cls: 0.006736 loss_rpn_loc: 0.02582 time: 0.1774 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 11:15:42 d2.utils.events]:  eta: 2:13:10 iter: 44939 total_loss: 0.8301 loss_cls: 0.153 loss_box_reg: 0.398 loss_mask: 0.2093 loss_rpn_cls: 0.008497 loss_rpn_loc: 0.03018 time: 0.1774 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:15:45 d2.utils.events]:  eta: 2:13:19 iter: 44959 total_loss: 0.7564 loss_cls: 0.1593 loss_box_reg: 0.404 loss_mask: 0.1902 loss_rpn_cls: 0.006695 loss_rpn_loc: 0.02512 time: 0.1774 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:15:49 d2.utils.events]:  eta: 2:13:05 iter: 44979 total_loss: 0.8386 loss_cls: 0.1598 loss_box_reg: 0.3938 loss_mask: 0.2235 loss_rpn_cls: 0.0124 loss_rpn_loc: 0.02705 time: 0.1774 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:15:52 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0044999.pth [03/14 11:15:55 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.12 seconds. [03/14 11:15:55 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 11:15:55 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 11:15:55 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 11:15:55 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 11:15:55 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 11:15:56 d2.evaluation.evaluator]: Start inference on 645 images [03/14 11:16:04 d2.evaluation.evaluator]: Inference done 11/645. 0.0437 s / img. ETA=0:00:31 [03/14 11:16:09 d2.evaluation.evaluator]: Inference done 112/645. 0.0436 s / img. ETA=0:00:26 [03/14 11:16:14 d2.evaluation.evaluator]: Inference done 211/645. 0.0438 s / img. ETA=0:00:21 [03/14 11:16:19 d2.evaluation.evaluator]: Inference done 312/645. 0.0438 s / img. ETA=0:00:16 [03/14 11:16:24 d2.evaluation.evaluator]: Inference done 411/645. 0.0438 s / img. ETA=0:00:11 [03/14 11:16:29 d2.evaluation.evaluator]: Inference done 510/645. 0.0438 s / img. ETA=0:00:06 [03/14 11:16:34 d2.evaluation.evaluator]: Inference done 609/645. 0.0438 s / img. ETA=0:00:01 [03/14 11:16:36 d2.evaluation.evaluator]: Total inference time: 0:00:32.566387 (0.050885 s / img per device, on 1 devices) [03/14 11:16:36 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043795 s / img per device, on 1 devices) [03/14 11:16:36 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 11:16:36 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 11:16:36 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 11:16:36 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 11:16:37 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.28 seconds. [03/14 11:16:37 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 11:16:37 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) :|:------:|:-----:|:-----:|:------:| | 12.490 | 25.227 | 11.057 | 5.140 | 7.529 | 16.482 | [03/14 11:16:37] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 20.639 | books | 2.494 | chair | 14.103 | | furniture | 5.383 | painting | 27.251 | sofa | 13.797 | | table | 4.433 | tv | 11.046 | window | 13.266 | [03/14 11:16:37] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 11:16:38] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.15 seconds. [03/14 11:16:38] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 11:16:38] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/14 11:16:38] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.756 | 21.185 | 10.151 | 1.041 | 6.303 | 16.273 | [03/14 11:16:38] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 16.538 | books | 2.393 | chair | 6.869 | | furniture | 3.523 | painting | 30.056 | sofa | 8.839 | | table | 1.308 | tv | 13.253 | window | 14.029 | [03/14 11:16:38] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 11:16:38] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 11:16:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:16:38] d2.evaluation.testing INFO: copypaste: 12.4901,25.2271,11.0571,5.1403,7.5289,16.4820 [03/14 11:16:38] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 11:16:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:16:38] d2.evaluation.testing INFO: copypaste: 10.7564,21.1851,10.1508,1.0407,6.3032,16.2733 [03/14 11:16:38] d2.utils.events INFO: eta: 2:12:59 iter: 44999 total_loss: 0.8908 loss_cls: 0.2252 loss_box_reg: 0.4226 loss_mask: 0.2453 loss_rpn_cls: 0.01558 loss_rpn_loc: 0.03968 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:16:42] d2.utils.events INFO: eta: 2:12:51 iter: 45019 total_loss: 1.018 loss_cls: 0.2421 loss_box_reg: 0.4205 loss_mask: 0.2398 loss_rpn_cls: 0.01099 loss_rpn_loc: 0.03146 time: 0.1774 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:16:45] d2.utils.events INFO: eta: 2:12:52 iter: 45039 total_loss: 0.8788 loss_cls: 0.2139 loss_box_reg: 0.4238 loss_mask: 0.2273 loss_rpn_cls: 0.01069 loss_rpn_loc: 0.03413 time: 0.1774 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:16:49] d2.utils.events INFO: eta: 2:12:44 iter: 45059 total_loss: 0.917 loss_cls: 0.2219 loss_box_reg: 0.4003 loss_mask: 0.2451 loss_rpn_cls: 0.009116 loss_rpn_loc: 0.03332 time: 0.1774 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:16:53] d2.utils.events INFO: eta: 2:12:39 iter: 45079 total_loss: 0.9018 loss_cls: 0.2076 loss_box_reg: 0.4187 loss_mask: 0.2186 loss_rpn_cls: 0.008559 loss_rpn_loc: 0.02929 time: 0.1774 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:16:56] d2.utils.events INFO: eta: 2:12:35 iter: 45099 total_loss: 0.865 loss_cls: 0.2044 loss_box_reg: 0.3906 loss_mask: 0.2045 loss_rpn_cls: 0.006623 loss_rpn_loc: 0.03269 time: 0.1774 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:17:00] d2.utils.events INFO: eta: 2:12:36 iter: 45119 total_loss: 0.9194 loss_cls: 0.203 loss_box_reg: 0.4256 loss_mask: 0.2332 loss_rpn_cls: 0.008105 loss_rpn_loc: 0.04031 time: 0.1774 data_time: 0.0102 lr: 0.0025 max_mem: 2341M luation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:16:38 d2.evaluation.testing]: copypaste: 12.4901,25.2271,11.0571,5.1403,7.5289,16.4820 [03/14 11:16:38 d2.evaluation.testing]: copypaste: Task: segm [03/14 11:16:38 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:16:38 d2.evaluation.testing]: copypaste: 10.7564,21.1851,10.1508,1.0407,6.3032,16.2733 [03/14 11:16:38 d2.utils.events]:  eta: 2:12:59 iter: 44999 total_loss: 0.8908 loss_cls: 0.2252 loss_box_reg: 0.4226 loss_mask: 0.2453 loss_rpn_cls: 0.01558 loss_rpn_loc: 0.03968 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:16:42 d2.utils.events]:  eta: 2:12:51 iter: 45019 total_loss: 1.018 loss_cls: 0.2421 loss_box_reg: 0.4205 loss_mask: 0.2398 loss_rpn_cls: 0.01099 loss_rpn_loc: 0.03146 time: 0.1774 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:16:45 d2.utils.events]:  eta: 2:12:52 iter: 45039 total_loss: 0.8788 loss_cls: 0.2139 loss_box_reg: 0.4238 loss_mask: 0.2273 loss_rpn_cls: 0.01069 loss_rpn_loc: 0.03413 time: 0.1774 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:16:49 d2.utils.events]:  eta: 2:12:44 iter: 45059 total_loss: 0.917 loss_cls: 0.2219 loss_box_reg: 0.4003 loss_mask: 0.2451 loss_rpn_cls: 0.009116 loss_rpn_loc: 0.03332 time: 0.1774 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:16:53 d2.utils.events]:  eta: 2:12:39 iter: 45079 total_loss: 0.9018 loss_cls: 0.2076 loss_box_reg: 0.4187 loss_mask: 0.2186 loss_rpn_cls: 0.008559 loss_rpn_loc: 0.02929 time: 0.1774 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:16:56 d2.utils.events]:  eta: 2:12:35 iter: 45099 total_loss: 0.865 loss_cls: 0.2044 loss_box_reg: 0.3906 loss_mask: 0.2045 loss_rpn_cls: 0.006623 loss_rpn_loc: 0.03269 time: 0.1774 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:17:00 d2.utils.events]:  eta: 2:12:36 iter: 45119 total_loss: 0.9194 loss_cls: 0.203 loss_box_reg: 0.4256 loss_mask: 0.2332 loss_rpn_cls: 0.008105 loss_rpn_loc: 0.04031 time: 0.1774 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 11:17:03 d2.utils.events]:  eta: 2:12:27 iter: 45139 total_loss: 0.9077 loss_cls: 0.182 loss_box_reg: 0.4037 loss_mask: 0.2138 loss_rpn_cls: 0.009603 loss_rpn_loc: 0.02704 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:17:07 d2.utils.events]:  eta: 2:12:22 iter: 45159 total_loss: 0.9245 loss_cls: 0.2529 loss_box_reg: 0.387 loss_mask: 0.2418 loss_rpn_cls: 0.01392 loss_rpn_loc: 0.03745 time: 0.1774 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:17:10 d2.utils.events]:  eta: 2:12:13 iter: 45179 total_loss: 0.7929 loss_cls: 0.1548 loss_box_reg: 0.3777 loss_mask: 0.213 loss_rpn_cls: 0.01109 loss_rpn_loc: 0.03649 time: 0.1774 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:17:14 d2.utils.events]:  eta: 2:12:12 iter: 45199 total_loss: 0.853 loss_cls: 0.1732 loss_box_reg: 0.3921 loss_mask: 0.2206 loss_rpn_cls: 0.007991 loss_rpn_loc: 0.03623 time: 0.1774 data_time: 0.0086 lr: 0.0025 max_mem: 2341M [03/14 11:17:17 d2.utils.events]:  eta: 2:12:06 iter: 45219 total_loss: 0.8012 loss_cls: 0.1823 loss_box_reg: 0.3993 loss_mask: 0.2088 loss_rpn_cls: 0.008579 loss_rpn_loc: 0.03454 time: 0.1774 data_time: 0.0088 lr: 0.0025 max_mem: 2341M [03/14 11:17:21 d2.utils.events]:  eta: 2:12:02 iter: 45239 total_loss: 0.9002 loss_cls: 0.2437 loss_box_reg: 0.403 loss_mask: 0.2089 loss_rpn_cls: 0.009686 loss_rpn_loc: 0.03943 time: 0.1774 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:17:24 d2.utils.events]:  eta: 2:11:57 iter: 45259 total_loss: 0.9389 loss_cls: 0.1794 loss_box_reg: 0.4327 loss_mask: 0.2417 loss_rpn_cls: 0.00952 loss_rpn_loc: 0.04109 time: 0.1774 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:17:28 d2.utils.events]:  eta: 2:11:55 iter: 45279 total_loss: 0.9719 loss_cls: 0.2284 loss_box_reg: 0.421 loss_mask: 0.2073 loss_rpn_cls: 0.01021 loss_rpn_loc: 0.03111 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:17:31 d2.utils.events]:  eta: 2:11:49 iter: 45299 total_loss: 1.017 loss_cls: 0.2306 loss_box_reg: 0.43 loss_mask: 0.2324 loss_rpn_cls: 0.01036 loss_rpn_loc: 0.04134 time: 0.1774 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 11:17:35 d2.utils.events]:  eta: 2:11:46 iter: 45319 total_loss: 0.8782 loss_cls: 0.1894 loss_box_reg: 0.4038 loss_mask: 0.2293 loss_rpn_cls: 0.01435 loss_rpn_loc: 0.05683 time: 0.1774 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:17:38 d2.utils.events]:  eta: 2:11:52 iter: 45339 total_loss: 0.8695 loss_cls: 0.1939 loss_box_reg: 0.4019 loss_mask: 0.215 loss_rpn_cls: 0.01193 loss_rpn_loc: 0.03435 time: 0.1774 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:17:42 d2.utils.events]:  eta: 2:11:48 iter: 45359 total_loss: 0.9302 loss_cls: 0.1668 loss_box_reg: 0.4654 loss_mask: 0.2181 loss_rpn_cls: 0.01041 loss_rpn_loc: 0.04183 time: 0.1774 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:17:46 d2.utils.events]:  eta: 2:11:31 iter: 45379 total_loss: 0.881 loss_cls: 0.1996 loss_box_reg: 0.4264 loss_mask: 0.2379 loss_rpn_cls: 0.008207 loss_rpn_loc: 0.03446 time: 0.1774 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:17:49 d2.utils.events]:  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[03/14 11:28:02 d2.utils.events]:  eta: 2:00:03 iter: 48859 total_loss: 0.773 loss_cls: 0.1602 loss_box_reg: 0.3831 loss_mask: 0.1772 loss_rpn_cls: 0.009255 loss_rpn_loc: 0.02912 time: 0.1773 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:28:06 d2.utils.events]:  eta: 2:00:03 iter: 48879 total_loss: 0.8707 loss_cls: 0.1917 loss_box_reg: 0.3948 loss_mask: 0.197 loss_rpn_cls: 0.009157 loss_rpn_loc: 0.03171 time: 0.1773 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:28:09 d2.utils.events]:  eta: 1:59:56 iter: 48899 total_loss: 0.8066 loss_cls: 0.1794 loss_box_reg: 0.3774 loss_mask: 0.2158 loss_rpn_cls: 0.009917 loss_rpn_loc: 0.02488 time: 0.1773 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 11:28:13 d2.utils.events]:  eta: 1:59:58 iter: 48919 total_loss: 0.8133 loss_cls: 0.1634 loss_box_reg: 0.3852 loss_mask: 0.2291 loss_rpn_cls: 0.008643 loss_rpn_loc: 0.03872 time: 0.1773 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:28:16 d2.utils.events]:  eta: 1:59:56 iter: 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d2.utils.events]:  eta: 1:58:52 iter: 49279 total_loss: 0.8847 loss_cls: 0.1897 loss_box_reg: 0.4077 loss_mask: 0.2052 loss_rpn_cls: 0.007868 loss_rpn_loc: 0.02842 time: 0.1773 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:29:19 d2.utils.events]:  eta: 1:58:52 iter: 49299 total_loss: 0.8724 loss_cls: 0.1684 loss_box_reg: 0.3947 loss_mask: 0.2301 loss_rpn_cls: 0.0109 loss_rpn_loc: 0.03086 time: 0.1773 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:29:23 d2.utils.events]:  eta: 1:58:50 iter: 49319 total_loss: 0.9948 loss_cls: 0.2831 loss_box_reg: 0.4414 loss_mask: 0.2208 loss_rpn_cls: 0.01378 loss_rpn_loc: 0.03575 time: 0.1773 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:29:26 d2.utils.events]:  eta: 1:58:52 iter: 49339 total_loss: 0.8373 loss_cls: 0.1866 loss_box_reg: 0.3833 loss_mask: 0.2164 loss_rpn_cls: 0.008759 loss_rpn_loc: 0.02531 time: 0.1773 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:29:30 d2.utils.events]:  eta: 1:58:54 iter: 49359 total_loss: 0.8755 loss_cls: 0.1839 loss_box_reg: 0.4011 loss_mask: 0.2296 loss_rpn_cls: 0.01205 loss_rpn_loc: 0.04144 time: 0.1773 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 11:29:34 d2.utils.events]:  eta: 1:58:57 iter: 49379 total_loss: 0.7432 loss_cls: 0.1427 loss_box_reg: 0.3642 loss_mask: 0.1912 loss_rpn_cls: 0.01289 loss_rpn_loc: 0.03116 time: 0.1773 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:29:37 d2.utils.events]:  eta: 1:58:53 iter: 49399 total_loss: 0.881 loss_cls: 0.184 loss_box_reg: 0.4104 loss_mask: 0.1935 loss_rpn_cls: 0.009103 loss_rpn_loc: 0.04167 time: 0.1773 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:29:41 d2.utils.events]:  eta: 1:58:44 iter: 49419 total_loss: 0.8056 loss_cls: 0.1679 loss_box_reg: 0.3971 loss_mask: 0.2157 loss_rpn_cls: 0.006789 loss_rpn_loc: 0.02698 time: 0.1773 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:29:44 d2.utils.events]:  eta: 1:58:39 iter: 49439 total_loss: 0.7928 loss_cls: 0.1996 loss_box_reg: 0.3377 loss_mask: 0.223 loss_rpn_cls: 0.005981 loss_rpn_loc: 0.02875 time: 0.1773 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:29:48 d2.utils.events]:  iter: 49459 total_loss: 0.7713 loss_cls: 0.1724 loss_box_reg: 0.3591 loss_mask: 0.1998 loss_rpn_cls: 0.01049 loss_rpn_loc: 0.02388 time: 0.1773 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:29:51] d2.utils.events INFO: eta: 1:58:21 iter: 49479 total_loss: 0.7499 loss_cls: 0.1572 loss_box_reg: 0.3749 loss_mask: 0.2065 loss_rpn_cls: 0.008521 loss_rpn_loc: 0.02795 time: 0.1773 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:29:55] d2.utils.events INFO: eta: 1:58:08 iter: 49499 total_loss: 0.7221 loss_cls: 0.1284 loss_box_reg: 0.3653 loss_mask: 0.1877 loss_rpn_cls: 0.008702 loss_rpn_loc: 0.03792 time: 0.1773 data_time: 0.0088 lr: 0.0025 max_mem: 2341M [03/14 11:29:58] d2.utils.events INFO: eta: 1:57:55 iter: 49519 total_loss: 0.8529 loss_cls: 0.1877 loss_box_reg: 0.3863 loss_mask: 0.2209 loss_rpn_cls: 0.00983 loss_rpn_loc: 0.03808 time: 0.1773 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:30:02] d2.utils.events INFO: eta: 1:58:03 iter: 49539 total_loss: 0.8385 loss_cls: 0.2282 loss_box_reg: 0.3929 loss_mask: 0.2027 loss_rpn_cls: 0.007436 loss_rpn_loc: 0.02775 time: 0.1773 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 11:30:05] d2.utils.events INFO: eta: 1:58:00 iter: 49559 total_loss: 0.8884 loss_cls: 0.1672 loss_box_reg: 0.4431 loss_mask: 0.246 loss_rpn_cls: 0.01082 loss_rpn_loc: 0.04483 time: 0.1773 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:30:09] d2.utils.events INFO: eta: 1:57:59 iter: 49579 total_loss: 0.8255 loss_cls: 0.1798 loss_box_reg: 0.4111 loss_mask: 0.2059 loss_rpn_cls: 0.007775 loss_rpn_loc: 0.03156 time: 0.1773 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:30:12] d2.utils.events INFO: eta: 1:57:53 iter: 49599 total_loss: 0.8335 loss_cls: 0.1292 loss_box_reg: 0.3603 loss_mask: 0.2251 loss_rpn_cls: 0.01049 loss_rpn_loc: 0.02589 time: 0.1773 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:30:16] d2.utils.events INFO: eta: 1:57:37 iter: 49619 total_loss: 0.8604 loss_cls: 0.2044 loss_box_reg: 0.3743 loss_mask: 0.215 loss_rpn_cls: 0.006717 loss_rpn_loc: 0.03786 time: 0.1773 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:30:19] d2.utils.events INFO: eta: 1:57:27 iter: 49639 total_loss: 0.7925 loss_cls: 0.1834 loss_box_reg: 0.3848 loss_mask: 0.1961 loss_rpn_cls: 0.008638 loss_rpn_loc: 0.03605 time: 0.1773 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:30:23] d2.utils.events INFO: eta: 1:57:25 iter: 49659 total_loss: 0.8908 loss_cls: 0.2287 loss_box_reg: 0.3862 loss_mask: 0.2185 loss_rpn_cls: 0.008621 loss_rpn_loc: 0.03654 time: 0.1773 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:30:26] d2.utils.events INFO: eta: 1:57:27 iter: 49679 total_loss: 0.7949 loss_cls: 0.1647 loss_box_reg: 0.4005 loss_mask: 0.2375 loss_rpn_cls: 0.006224 loss_rpn_loc: 0.0325 time: 0.1773 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:30:30] d2.utils.events INFO: eta: 1:57:31 iter: 49699 total_loss: 0.9476 loss_cls: 0.2465 loss_box_reg: 0.4195 loss_mask: 0.2319 loss_rpn_cls: 0.006276 loss_rpn_loc: 0.031 time: 0.1773 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 11:30:33] d2.utils.events INFO: eta: 1:57:36 iter: 49719 total_loss: 0.8523 loss_cls: 0.2149 loss_box_reg: 0.3962 loss_mask: 0.2298 loss_rpn_cls: 0.009794 loss_rpn_loc: 0.03848 time: 0.1773 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:30:37] d2.utils.events INFO: eta: 1:57:46 iter: 49739 total_loss: 0.7878 loss_cls: 0.1752 loss_box_reg: 0.3815 loss_mask: 0.1816 loss_rpn_cls: 0.005561 loss_rpn_loc: 0.03189 time: 0.1773 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:30:40] d2.utils.events INFO: eta: 1:57:34 iter: 49759 total_loss: 0.8663 loss_cls: 0.193 loss_box_reg: 0.3918 loss_mask: 0.2226 loss_rpn_cls: 0.01059 loss_rpn_loc: 0.03132 time: 0.1773 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:30:44] d2.utils.events INFO: eta: 1:57:28 iter: 49779 total_loss: 1.015 loss_cls: 0.2352 loss_bo eta: 1:57:28 iter: 49779 total_loss: 1.015 loss_cls: 0.2352 loss_box_reg: 0.4008 loss_mask: 0.2267 loss_rpn_cls: 0.01315 loss_rpn_loc: 0.03207 time: 0.1773 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:30:47 d2.utils.events]:  eta: 1:57:25 iter: 49799 total_loss: 0.9192 loss_cls: 0.1799 loss_box_reg: 0.4296 loss_mask: 0.2293 loss_rpn_cls: 0.01133 loss_rpn_loc: 0.03335 time: 0.1773 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:30:51 d2.utils.events]:  eta: 1:57:18 iter: 49819 total_loss: 0.916 loss_cls: 0.2072 loss_box_reg: 0.41 loss_mask: 0.2029 loss_rpn_cls: 0.007965 loss_rpn_loc: 0.03104 time: 0.1773 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:30:54 d2.utils.events]:  eta: 1:57:12 iter: 49839 total_loss: 0.7986 loss_cls: 0.1685 loss_box_reg: 0.3803 loss_mask: 0.2195 loss_rpn_cls: 0.008781 loss_rpn_loc: 0.02886 time: 0.1773 data_time: 0.0088 lr: 0.0025 max_mem: 2341M [03/14 11:30:58 d2.utils.events]:  eta: 1:57:07 iter: 49859 total_loss: 0.8044 loss_cls: 0.158 loss_box_reg: 0.3895 loss_mask: 0.1983 loss_rpn_cls: 0.003798 loss_rpn_loc: 0.02182 time: 0.1773 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 11:31:01 d2.utils.events]:  eta: 1:57:02 iter: 49879 total_loss: 0.8593 loss_cls: 0.1976 loss_box_reg: 0.3983 loss_mask: 0.2105 loss_rpn_cls: 0.01103 loss_rpn_loc: 0.02901 time: 0.1773 data_time: 0.0092 lr: 0.0025 max_mem: 2341M [03/14 11:31:05 d2.utils.events]:  eta: 1:57:00 iter: 49899 total_loss: 0.8395 loss_cls: 0.2136 loss_box_reg: 0.4129 loss_mask: 0.2165 loss_rpn_cls: 0.01007 loss_rpn_loc: 0.03236 time: 0.1773 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:31:08 d2.utils.events]:  eta: 1:56:58 iter: 49919 total_loss: 0.9967 loss_cls: 0.229 loss_box_reg: 0.4287 loss_mask: 0.2381 loss_rpn_cls: 0.01695 loss_rpn_loc: 0.03899 time: 0.1773 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:31:12 d2.utils.events]:  eta: 1:56:59 iter: 49939 total_loss: 0.8222 loss_cls: 0.1821 loss_box_reg: 0.4023 loss_mask: 0.2183 loss_rpn_cls: 0.009048 loss_rpn_loc: 0.02326 time: 0.1773 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:31:16 d2.utils.events]:  eta: 1:57:01 iter: 49959 total_loss: 0.8415 loss_cls: 0.1727 loss_box_reg: 0.3948 loss_mask: 0.2191 loss_rpn_cls: 0.009196 loss_rpn_loc: 0.02977 time: 0.1773 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 11:31:19 d2.utils.events]:  eta: 1:57:04 iter: 49979 total_loss: 0.8549 loss_cls: 0.1783 loss_box_reg: 0.3639 loss_mask: 0.2041 loss_rpn_cls: 0.008332 loss_rpn_loc: 0.03421 time: 0.1773 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:31:23 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0049999.pth [03/14 11:31:25 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.18 seconds. [03/14 11:31:25 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 11:31:25 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 11:31:25 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 11:31:25 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 11:31:25 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 11:31:27 d2.evaluation.evaluator]: Start inference on 645 images [03/14 11:31:34 d2.evaluation.evaluator]: Inference done 11/645. 0.0446 s / img. ETA=0:00:33 [03/14 11:31:39 d2.evaluation.evaluator]: Inference done 109/645. 0.0440 s / img. ETA=0:00:27 [03/14 11:31:44 d2.evaluation.evaluator]: Inference done 202/645. 0.0452 s / img. ETA=0:00:23 [03/14 11:31:49 d2.evaluation.evaluator]: Inference done 302/645. 0.0448 s / img. ETA=0:00:17 [03/14 11:31:54 d2.evaluation.evaluator]: Inference done 402/645. 0.0445 s / img. ETA=0:00:12 [03/14 11:31:59 d2.evaluation.evaluator]: Inference done 499/645. 0.0444 s / img. ETA=0:00:07 [03/14 11:32:04 d2.evaluation.evaluator]: Inference done 597/645. 0.0444 s / img. ETA=0:00:02 [03/14 11:32:07 d2.evaluation.evaluator]: Total inference time: 0:00:33.191283 (0.051861 s / img per device, on 1 devices) [03/14 11:32:07 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.044327 s / img per device, on 1 devices) [03/14 11:32:07 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 11:32:07 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 11:32:07 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/14 11:32:07 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 11:32:07 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.27 seconds. [03/14 11:32:07 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 11:32:07 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.133 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.271 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.123 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.040 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.076 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.159 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.225 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.225 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.064 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.135 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.281 [03/14 11:32:07 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 13.289 | 27.117 | 12.304 | 3.954 | 7.639 | 17.664 | [03/14 11:32:07 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 19.125 | books | 3.162 | chair | 13.054 | | furniture | 3.620 | painting | 30.819 | sofa | 11.824 | | table | 4.655 | tv | 18.079 | window | 15.262 | Loading and preparing results... DONE (t=0.08s) creating index... index created! [03/14 11:32:08 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 11:32:09 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.22 seconds. [03/14 11:32:09 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 11:32:09 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.122 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.229 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.123 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.011 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.064 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.175 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.208 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.050 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.256 [03/14 11:32:09 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 12.175 | 22.907 | 12.303 | 1.149 | 6.352 | 17.462 | [03/14 11:32:09 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 14.367 | books | 3.767 | chair | 7.118 | | furniture | 2.593 | painting | 36.465 | sofa | 7.545 | | table | 1.811 | tv | 19.968 | window | 15.942 | [03/14 11:32:09 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 11:32:09 d2.evaluation.testing]: copypaste: Task: bbox [03/14 11:32:09 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:32:09 d2.evaluation.testing]: copypaste: 13.2890,27.1166,12.3037,3.9541,7.6391,17.6643 [03/14 11:32:09 d2.evaluation.testing]: copypaste: Task: segm [03/14 11:32:09 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:32:09 d2.evaluation.testing]: copypaste: 12.1752,22.9067,12.3027,1.1487,6.3521,17.4619 [03/14 11:32:09 d2.utils.events]:  eta: 1:57:14 iter: 49999 total_loss: 0.8938 loss_cls: 0.2245 loss_box_reg: 0.3785 loss_mask: 0.242 loss_rpn_cls: 0.007498 loss_rpn_loc: 0.03472 time: 0.1773 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 11:32:13 d2.utils.events]:  eta: 1:57:08 iter: 50019 total_loss: 0.8005 loss_cls: 0.1461 loss_box_reg: 0.3751 loss_mask: 0.2021 loss_rpn_cls: 0.01134 loss_rpn_loc: 0.02892 time: 0.1773 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:32:16 d2.utils.events]:  eta: 1:57:00 iter: 50039 total_loss: 0.8029 loss_cls: 0.1827 loss_box_reg: 0.3686 loss_mask: 0.2188 loss_rpn_cls: 0.01141 loss_rpn_loc: 0.03848 time: 0.1773 data_time: 0.0109 lr: 0.0025 max_mem: 2341M [03/14 11:32:20 d2.utils.events]:  eta: 1:57:04 iter: 50059 total_loss: 0.8909 loss_cls: 0.2338 loss_box_reg: 0.4018 loss_mask: 0.2063 loss_rpn_cls: 0.007571 loss_rpn_loc: 0.0357 time: 0.1773 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:32:23 d2.utils.events]:  eta: 1:57:01 iter: 50079 total_loss: 0.8246 loss_cls: 0.1547 loss_box_reg: 0.3963 loss_mask: 0.2032 loss_rpn_cls: 0.01045 loss_rpn_loc: 0.03716 time: 0.1773 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 11:32:27 d2.utils.events]:  eta: 1:56:57 iter: 50099 total_loss: 0.9258 loss_cls: 0.1917 loss_box_reg: 0.4063 loss_mask: 0.2134 loss_rpn_cls: 0.007813 loss_rpn_loc: 0.03501 time: 0.1773 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:32:30 d2.utils.events]:  eta: 1:56:55 iter: 50119 total_loss: 0.8982 loss_cls: 0.2294 loss_box_reg: 0.4077 loss_mask: 0.2261 loss_rpn_cls: 0.01288 loss_rpn_loc: 0.04543 time: 0.1773 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:32:34 d2.utils.events]:  eta: 1:56:52 iter: 50139 total_loss: 0.8913 loss_cls: 0.1961 loss_box_reg: 0.3953 loss_mask: 0.2258 loss_rpn_cls: 0.007255 loss_rpn_loc: 0.03984 time: 0.1773 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:32:38 d2.utils.events]:  eta: 1:56:52 iter: 50159 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INFO: eta: 1:51:29 iter: 52359 total_loss: 0.8869 loss_cls: 0.1813 loss_box_reg: 0.3978 loss_mask: 0.2042 loss_rpn_cls: 0.01013 loss_rpn_loc: 0.02979 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:39:13] d2.utils.events INFO: eta: 1:51:31 iter: 52379 total_loss: 0.771 loss_cls: 0.1517 loss_box_reg: 0.3604 loss_mask: 0.1982 loss_rpn_cls: 0.009357 loss_rpn_loc: 0.02155 time: 0.1772 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:39:17] d2.utils.events INFO: eta: 1:51:24 iter: 52399 total_loss: 0.8947 loss_cls: 0.2272 loss_box_reg: 0.3978 loss_mask: 0.1975 loss_rpn_cls: 0.01032 loss_rpn_loc: 0.03346 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:39:20] d2.utils.events INFO: eta: 1:51:21 iter: 52419 total_loss: 0.7825 loss_cls: 0.1519 loss_box_reg: 0.34 loss_mask: 0.2121 loss_rpn_cls: 0.0114 loss_rpn_lents]:  eta: 1:51:21 iter: 52419 total_loss: 0.7825 loss_cls: 0.1519 loss_box_reg: 0.34 loss_mask: 0.2121 loss_rpn_cls: 0.0114 loss_rpn_loc: 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time: 0.1772 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 11:45:05 d2.utils.events]:  eta: 1:44:34 iter: 54359 total_loss: 0.8524 loss_cls: 0.1781 loss_box_reg: 0.3539 loss_mask: 0.2306 loss_rpn_cls: 0.006726 loss_rpn_loc: 0.03853 time: 0.1772 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:45:08 d2.utils.events]:  eta: 1:44:38 iter: 54379 total_loss: 0.6924 loss_cls: 0.1578 loss_box_reg: 0.3346 loss_mask: 0.1824 loss_rpn_cls: 0.006492 loss_rpn_loc: 0.02524 time: 0.1772 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:45:12 d2.utils.events]:  eta: 1:44:34 iter: 54399 total_loss: 0.7433 loss_cls: 0.1629 loss_box_reg: 0.3572 loss_mask: 0.195 loss_rpn_cls: 0.007749 loss_rpn_loc: 0.02793 time: 0.1772 data_time: 0.0095 lr: 0.0025 max_mem: 2341M [03/14 11:45:15 d2.utils.events]:  eta: 1:44:32 iter: 54419 total_loss: 0.7753 loss_cls: 0.1597 loss_box_reg: 0.3495 loss_mask: 0.207 loss_rpn_cls: 0.008837 loss_rpn_loc: 0.02532 time: 0.1772 data_time: 0.0093 lr: 0.0025 max_mem: 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iter: 54519 total_loss: 0.833 loss_cls: 0.1588 loss_box_reg: 0.3776 loss_mask: 0.2048 loss_rpn_cls: 0.01013 loss_rpn_loc: 0.03161 time: 0.1772 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:45:36 d2.utils.events]:  eta: 1:43:56 iter: 54539 total_loss: 0.6952 loss_cls: 0.1267 loss_box_reg: 0.3518 loss_mask: 0.1724 loss_rpn_cls: 0.006226 loss_rpn_loc: 0.03054 time: 0.1772 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:45:40 d2.utils.events]:  eta: 1:43:53 iter: 54559 total_loss: 0.8015 loss_cls: 0.1715 loss_box_reg: 0.3782 loss_mask: 0.2006 loss_rpn_cls: 0.006621 loss_rpn_loc: 0.0287 time: 0.1772 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:45:44 d2.utils.events]:  eta: 1:43:51 iter: 54579 total_loss: 0.8271 loss_cls: 0.1464 loss_box_reg: 0.3985 loss_mask: 0.2001 loss_rpn_cls: 0.006972 loss_rpn_loc: 0.03808 time: 0.1772 data_time: 0.0112 lr: 0.0025 max_mem: 2341M [03/14 11:45:47 d2.utils.events]:  eta: 1:44:02 iter: 54599 total_loss: 0.7016 loss_cls: 0.1406 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d2.utils.events]:  eta: 1:43:03 iter: 54859 total_loss: 0.78 loss_cls: 0.1677 loss_box_reg: 0.3816 loss_mask: 0.2057 loss_rpn_cls: 0.006652 loss_rpn_loc: 0.03652 time: 0.1772 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:46:37 d2.utils.events]:  eta: 1:43:03 iter: 54879 total_loss: 0.794 loss_cls: 0.1496 loss_box_reg: 0.392 loss_mask: 0.2094 loss_rpn_cls: 0.006416 loss_rpn_loc: 0.03213 time: 0.1772 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:46:40 d2.utils.events]:  eta: 1:43:00 iter: 54899 total_loss: 0.7264 loss_cls: 0.1432 loss_box_reg: 0.3631 loss_mask: 0.176 loss_rpn_cls: 0.005571 loss_rpn_loc: 0.03109 time: 0.1772 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:46:44 d2.utils.events]:  eta: 1:42:53 iter: 54919 total_loss: 0.8022 loss_cls: 0.1417 loss_box_reg: 0.3701 loss_mask: 0.2458 loss_rpn_cls: 0.008153 loss_rpn_loc: 0.03236 time: 0.1772 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:46:48 d2.utils.events]:  eta: 1:42:49 iter: 54939 total_loss: 0.8163 loss_cls: 0.1662 loss_box_reg: 0.3763 loss_mask: 0.2285 loss_rpn_cls: 0.008345 loss_rpn_loc: 0.02426 time: 0.1772 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:46:51 d2.utils.events]:  eta: 1:42:48 iter: 54959 total_loss: 0.7591 loss_cls: 0.1374 loss_box_reg: 0.3576 loss_mask: 0.2202 loss_rpn_cls: 0.008258 loss_rpn_loc: 0.03056 time: 0.1772 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:46:55 d2.uti341M [03/14 11:46:58] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0054999.pth [03/14 11:47:01] d2.data.datasets.coco INFO: Loading dataset/nyu_val.coco.json takes 1.38 seconds. [03/14 11:47:01] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 11:47:01] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 11:47:01] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 11:47:01] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/14 11:47:01] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 11:47:02] d2.evaluation.evaluator INFO: Start inference on 645 images [03/14 11:47:10] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0444 s / img. ETA=0:00:32 [03/14 11:47:15] d2.evaluation.evaluator INFO: Inference done 109/645. 0.0440 s / img. ETA=0:00:27 [03/14 11:47:20] d2.evaluation.evaluator INFO: Inference done 206/645. 0.0441 s / img. ETA=0:00:22 [03/14 11:47:25] d2.evaluation.evaluator INFO: Inference done 304/645. 0.0441 s / img. ETA=0:00:17 [03/14 11:47:30] d2.evaluation.evaluator INFO: Inference done 402/645. 0.0440 s / img. ETA=0:00:12 [03/14 11:47:35] d2.evaluation.evaluator INFO: Inference done 499/645. 0.0440 s / img. ETA=0:00:07 [03/14 11:47:40] d2.evaluation.evaluator INFO: Inference done 596/645. 0.0440 s / img. ETA=0:00:02 [03/14 11:47:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.311612 (0.052049 s / img per device, on 1 devices) [03/14 11:47:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.044014 s / img per device, on 1 devices) [03/14 11:47:43] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/14 11:47:43] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 11:47:43] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/14 11:47:43] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/14 11:47:44] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.62 seconds. [03/14 11:47:44] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 11:47:44] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 11:47:44] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 13.397 | 28.363 | 11.195 | 9.538 | 8.081 | 17.573 | [03/14 11:47:44] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 22.641 | books | 3.796 | chair | 13.755 | | furniture | 5.413 | painting | 27.762 | sofa | 13.627 | | table | 6.505 | tv | 11.426 | window | 15.647 | [03/14 11:47:44] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 11:47:45] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.13 seconds. [03/14 11:47:45] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 11:47:45] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/14 11:47:45] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 12.473 | 23.676 | 12.354 | 1.351 | 7.136 | 18.067 | [03/14 11:47:45] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 16.187 | books | 4.062 | chair | 5.796 | | furniture | 4.274 | painting | 40.043 | sofa | 7.606 | | table | 2.749 | tv | 15.090 | window | 16.448 | [03/14 11:47:45] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 11:47:45] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 11:47:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:47:45] d2.evaluation.testing INFO: copypaste: 13.3968,28.3628,11.1945,9.5380,8.0807,17.5732 [03/14 11:47:45] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 11:47:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 11:47:45] d2.evaluation.testing INFO: copypaste: 12.4727,23.6760,12.3537,1.3511,7.1362,18.0673 [03/14 11:47:45] d2.utils.events INFO: eta: 1:42:50 iter: 54999 total_loss: 0.7575 loss_cls: 0.1652 loss_box_reg: 0.3676 loss_mask: 0.1912 loss_rpn_cls: 0.006073 loss_rpn_loc: 0.02601 time: 0.1772 data_time: 0.0087 lr: 0.0025 max_mem: 2341M [03/14 11:47:49] d2.utils.events INFO: eta: 1:42:59 iter: 55019 total_loss: 0.8855 loss_cls: 0.1799 loss_box_reg: 0.3964 loss_mask: 0.1859 loss_rpn_cls: 0.009084 loss_rpn_loc: 0.04337 time: 0.1772 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:47:52] d2.utils.events INFO: eta: 1:42:59 iter: 55039 total_loss: 0.8866 loss_cls: 0.1792 loss_box_reg: 0.4052 loss_mask: 0.2171 loss_rpn_cls: 0.007434 loss_rpn_loc: 0.03669 time: 0.1772 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:47:56] d2.utils.events INFO: eta: 1:42:57 iter: 55059 total_loss: 0.7157 loss_cls: 0.1348 loss_box_reg: 0.3529 loss_mask: 0.1684 loss_rpn_cls: 0.006845 loss_rpn_loc: 0.02719 time: 0.1772 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:47:59] d2.utils.events INFO: eta: 1:42:49 iter: 55079 total_loss: 0.7301 loss_cls: 0.1673 loss_box_reg: 0.3477 loss_mask: 0.1963 loss_rpn_cls: 0.007162 loss_rpn_loc: 0.02985 time: 0.1772 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:48:03] d2.utils.events INFO: eta: 1:42:45 iter: 55099 total_loss: 0.7978 loss_cls: 0.167 loss_box_reg: 0.3808 loss_mask: 0.2076 loss_rpn_cls: 0.007532 loss_rpn_loc: 0.03369 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:48:07] d2.utils.events INFO: eta: 1:42:32 iter: 55119 total_loss: 0.7433 loss_cls: 0.1503 loss_box_reg: 0.3519 loss_mask: 0.2033 loss_rpn_cls: 0.006381 loss_rpn_loc: 0.02575 time: 0.1772 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:48:10] d2.utils.events INFO: eta: 1:42:36 iter: 55139 total_loss: 0.8071 loss_cls: 0.1586 loss_box_reg: 0.3889 loss_mask: 0.1946 loss_rpn_cls: 0.01065 loss_rpn_loc: 0.03931 time: 0.1772 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:48:14] d2.utils.events INFO: eta: 1:42:36 iter: 55159 total_loss: 0.7682 loss_cls: 0.144 loss_box_reg: 0.3639 loss_mask: 0.2055 loss_rpn_cls: 0.007461 loss_rpn_loc: 0.03383 time: 0.1772 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:48:17] d2.utils.events INFO: eta: 1:42:32 iter: 55179 total_loss: 0.7715 loss_cls: 0.1478 loss_box_reg: 0.3656 loss_mask: 0.1973 loss_rpn_cls: 0.003709 loss_rpn_loc: 0.02735 time: 0.1772 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:48:21] d2.utils.events INFO: eta: 1:42:15 iter: 55199 total_loss: 0.7769 loss_cls: 0.1194 loss_box_reg: 0.3507 loss_mask: 0.2075 loss_rpn_cls: 0.008231 loss_rpn_loc: 0.02981 time: 0.1772 data_time: 0.0090 lr: 0.0025 max_mem: 2341M er: 55039 total_loss: 0.8866 loss_cls: 0.1792 loss_box_reg: 0.4052 loss_mask: 0.2171 loss_rpn_cls: 0.007434 loss_rpn_loc: 0.03669 time: 0.1772 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:47:56 d2.utils.events]:  eta: 1:42:57 iter: 55059 total_loss: 0.7157 loss_cls: 0.1348 loss_box_reg: 0.3529 loss_mask: 0.1684 loss_rpn_cls: 0.006845 loss_rpn_loc: 0.02719 time: 0.1772 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:47:59 d2.utils.events]:  eta: 1:42:49 iter: 55079 total_loss: 0.7301 loss_cls: 0.1673 loss_box_reg: 0.3477 loss_mask: 0.1963 loss_rpn_cls: 0.007162 loss_rpn_loc: 0.02985 time: 0.1772 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 11:48:03 d2.utils.events]:  eta: 1:42:45 iter: 55099 total_loss: 0.7978 loss_cls: 0.167 loss_box_reg: 0.3808 loss_mask: 0.2076 loss_rpn_cls: 0.007532 loss_rpn_loc: 0.03369 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:48:07 d2.utils.events]:  eta: 1:42:32 iter: 55119 total_loss: 0.7433 loss_cls: 0.1503 loss_box_reg: 0.3519 loss_mask: 0.2033 loss_rpn_cls: 0.006381 loss_rpn_loc: 0.02575 time: 0.1772 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 11:48:10 d2.utils.events]:  eta: 1:42:36 iter: 55139 total_loss: 0.8071 loss_cls: 0.1586 loss_box_reg: 0.3889 loss_mask: 0.1946 loss_rpn_cls: 0.01065 loss_rpn_loc: 0.03931 time: 0.1772 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 11:48:14 d2.utils.events]:  eta: 1:42:36 iter: 55159 total_loss: 0.7682 loss_cls: 0.144 loss_box_reg: 0.3639 loss_mask: 0.2055 loss_rpn_cls: 0.007461 loss_rpn_loc: 0.03383 time: 0.1772 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 11:48:17 d2.utils.events]:  eta: 1:42:32 iter: 55179 total_loss: 0.7715 loss_cls: 0.1478 loss_box_reg: 0.3656 loss_mask: 0.1973 loss_rpn_cls: 0.003709 loss_rpn_loc: 0.02735 time: 0.1772 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 11:48:21 d2.utils.events]:  eta: 1:42:15 iter: 55199 total_loss: 0.7769 loss_cls: 0.1194 loss_box_reg: 0.3507 loss_mask: 0.2075 loss_rpn_cls: 0.008231 loss_rpn_loc: 0.02981 time: 0.1772 data_time: 0.0090 lr: 0.0025 max_mem: 2341M [03/14 11:48:24 d2.utils.events]:  eta: 1:42:03 iter: 55219 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d2.utils.events]:  eta: 1:36:05 iter: 57499 total_loss: 0.7512 loss_cls: 0.1645 loss_box_reg: 0.3684 loss_mask: 0.199 loss_rpn_cls: 0.006301 loss_rpn_loc: 0.03394 time: 0.1772 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:55:14 d2.utils.events]:  eta: 1:36:04 iter: 57519 total_loss: 0.7015 loss_cls: 0.144 loss_box_reg: 0.3475 loss_mask: 0.1865 loss_rpn_cls: 0.005102 loss_rpn_loc: 0.0319 time: 0.1772 data_time: 0.0086 lr: 0.0025 max_mem: 2341M [03/14 11:55:18 d2.utils.events]:  eta: 1:36:00 iter: 57539 total_loss: 0.8349 loss_cls: 0.1744 loss_box_reg: 0.3535 loss_mask: 0.2004 loss_rpn_cls: 0.008702 loss_rpn_loc: 0.03444 time: 0.1772 data_time: 0.0113 lr: 0.0025 max_mem: 2341M [03/14 11:55:21 d2.utils.events]:  eta: 1:35:59 iter: 57559 total_loss: 0.6757 loss_cls: 0.1234 loss_box_reg: 0.3388 loss_mask: 0.1701 loss_rpn_cls: 0.003449 loss_rpn_loc: 0.02754 time: 0.1772 data_time: 0.0096 lr: 0.0025 max_mem: 2341M [03/14 11:55:25 d2.utils.events]:  eta: 1:35:51 iter: 57579 total_loss: 0.7126 loss_cls: 0.1385 loss_box_reg: 0.3408 loss_mask: 0.175 loss_rpn_cls: 0.005497 loss_rpn_loc: 0.02872 time: 0.1772 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:55:28 d2.utils.events]:  eta: 1:35:42 iter: 57599 total_loss: 0.7981 loss_cls: 0.1658 loss_box_reg: 0.3475 loss_mask: 0.1919 loss_rpn_cls: 0.006294 loss_rpn_loc: 0.03613 time: 0.1772 data_time: 0.0094 lr: 0.ox_reg: 0.363 loss_mask: 0.2298 loss_rpn_cls: 0.004498 loss_rpn_loc: 0.03677 time: 0.1772 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 11:55:36] d2.utils.events INFO: eta: 1:35:34 iter: 57639 total_loss: 0.7724 loss_cls: 0.1648 loss_box_reg: 0.3468 loss_mask: 0.1887 loss_rpn_cls: 0.01063 loss_rpn_loc: 0.03112 time: 0.1772 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 11:55:39] d2.utils.events INFO: eta: 1:35:37 iter: 57659 total_loss: 0.7537 loss_cls: 0.167 loss_box_reg: 0.3577 loss_mask: 0.2106 loss_rpn_cls: 0.007079 loss_rpn_loc: 0.03321 time: 0.1772 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 11:55:43] d2.utils.events INFO: eta: 1:35:23 iter: 57679 total_loss: 0.7144 loss_cls: 0.1193 loss_box_reg: 0.3322 loss_mask: 0.1866 loss_rpn_cls: 0.005336 loss_rpn_loc: 0.01883 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:55:46] d2.utils.events INFO: eta: 1:35:26 iter: 57699 total_loss: 0.7513 loss_cls: 0.1492 loss_box_reg: 0.344 loss_mask: 0.1857 loss_rpn_cls: 0.006724 loss_rpn_loc: 0.0364 time: 0.1772 data_time: 0.0094 lr: 0.0025 max_mem: 2341M [03/14 11:55:50] d2.utils.events INFO: eta: 1:35:20 iter: 57719 total_loss: 0.8243 loss_cls: 0.1783 loss_box_reg: 0.3776 loss_mask: 0.1981 loss_rpn_cls: 0.006501 loss_rpn_loc: 0.02966 time: 0.1772 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 11:55:53] d2.utils.events INFO: eta: 1:35:14 iter: 57739 total_loss: 0.7717 loss_cls: 0.1391 loss_box_reg: 0.3556 loss_mask: 0.2187 loss_rpn_cls: 0.006049 loss_rpn_loc: 0.02774 time: 0.1772 data_time: 0.0089 lr: 0.0025 max_mem: 2341M [03/14 11:55:57] d2.utils.events INFO: 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iter: 58259 total_loss: 0.6955 loss_cls: 0.1457 loss_box_reg: 0.3266 loss_mask: 0.1982 loss_rpn_cls: 0.00663 loss_rpn_loc: 0.02503 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 11:57:29 d2.utils.events]:  eta: 1:33:43 iter: 58279 total_loss: 0.726 loss_cls: 0.1531 loss_box_reg: 0.3361 loss_mask: 0.225 loss_rpn_cls: 0.004185 loss_rpn_loc: 0.02715 time: 0.1772 data_time: 0.0103 lr: 0.0025 max_mem: 2341M [03/14 11:57:33 d2.utils.events]:  eta: 1:33:50 iter: 58299 total_loss: 0.7463 loss_cls: 0.159 loss_box_reg: 0.3553 loss_mask: 0.2047 loss_rpn_cls: 0.008825 loss_rpn_loc: 0.02954 time: 0.1772 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 11:57:37 d2.utils.events]:  eta: 1:33:43 iter: 58319 total_loss: 0.764 loss_cls: 0.1533 loss_box_reg: 0.3628 loss_mask: 0.2006 loss_rpn_cls: 0.007303 loss_rpn_loc: 0.03 time: 0.1772 data_time: 0.0102 lr: 0.0025 max_mem: 2341M [03/14 11:57:40 d2.utils.events]:  eta: 1:33:45 iter: 58339 total_loss: 0.7092 loss_cls: 0.1066 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d2.utils.events INFO: eta: 1:30:12 iter: 59679 total_loss: 0.8036 loss_cls: 0.1789 loss_box_reg: 0.3522 loss_mask: 0.2099 loss_rpn_cls: 0.007151 loss_rpn_loc: 0.03767 time: 0.1772 data_time: 0.0108 lr: 0.0025 max_mem: 2341M [03/14 12:01:42] d2.utils.events INFO: eta: 1:30:09 iter: 59699 total_loss: 0.7691 loss_cls: 0.135 loss_box_reg: 0.3445 loss_mask: 0.1963 loss_rpn_cls: 0.003793 loss_rpn_loc: 0.03243 time: 0.1772 data_time: 0.0098 lr: 0.0025 max_mem: 2341M [03/14 12:01:46] d2.utils.events INFO: eta: 1:30:06 iter: 59719 total_loss: 0.8003 loss_cls: 0.1526 loss_box_reg: 0.3819 loss_mask: 0.187 loss_rpn_cls: 0.005818 loss_rpn_loc: 0.03525 time: 0.1772 data_time: 0.0105 lr: 0.0025 max_mem: 2341M [03/14 12:01:49] d2.utils.events INFO: eta: 1:29:57 iter: 59739 total_loss: 0.7376 loss_cls: 0.1285 loss_box_reg: 0.3679 loss_mask: 0.1906 loss_rpn_cls: 0.007365 loss_rpn_loc: 0.02823 time: 0.1772 data_time: 0.0106 lr: 0.0025 max_mem: 2341M [03/14 12:01:53] d2.utils.events INFO: eta: 1:29:47 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0.1614 loss_box_reg: 0.3829 loss_mask: 0.1987 loss_rpn_cls: 0.006676 loss_rpn_loc: 0.03164 time: 0.1772 data_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 12:02:11] d2.utils.events INFO: eta: 1:29:24 iter: 59859 total_loss: 0.7428 loss_cls: 0.16a_time: 0.0101 lr: 0.0025 max_mem: 2341M [03/14 12:02:11 d2.utils.events]:  eta: 1:29:24 iter: 59859 total_loss: 0.7428 loss_cls: 0.1651 loss_box_reg: 0.3501 loss_mask: 0.1871 loss_rpn_cls: 0.006922 loss_rpn_loc: 0.02624 time: 0.1772 data_time: 0.0099 lr: 0.0025 max_mem: 2341M [03/14 12:02:14 d2.utils.events]:  eta: 1:29:12 iter: 59879 total_loss: 0.6447 loss_cls: 0.1072 loss_box_reg: 0.3459 loss_mask: 0.1893 loss_rpn_cls: 0.004048 loss_rpn_loc: 0.02175 time: 0.1772 data_time: 0.0088 lr: 0.0025 max_mem: 2341M [03/14 12:02:18 d2.utils.events]:  eta: 1:29:06 iter: 59899 total_loss: 0.8793 loss_cls: 0.1689 loss_box_reg: 0.3849 loss_mask: 0.1996 loss_rpn_cls: 0.006774 loss_rpn_loc: 0.03627 time: 0.1772 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 12:02:21 d2.utils.events]:  eta: 1:29:06 iter: 59919 total_loss: 0.6663 loss_cls: 0.1362 loss_box_reg: 0.3403 loss_mask: 0.1764 loss_rpn_cls: 0.003961 loss_rpn_loc: 0.01923 time: 0.1772 data_time: 0.0093 lr: 0.0025 max_mem: 2341M [03/14 12:02:25 d2.utils.events]:  eta: 1:29:01 iter: 59939 total_loss: 0.8122 loss_cls: 0.1535 loss_box_reg: 0.383 loss_mask: 0.2033 loss_rpn_cls: 0.007283 loss_rpn_loc: 0.03169 time: 0.1772 data_time: 0.0100 lr: 0.0025 max_mem: 2341M [03/14 12:02:29 d2.utils.events]:  eta: 1:29:00 iter: 59959 total_loss: 0.7461 loss_cls: 0.1304 loss_box_reg: 0.3555 loss_mask: 0.1888 loss_rpn_cls: 0.0065 loss_rpn_loc: 0.04014 time: 0.1772 data_time: 0.0104 lr: 0.0025 max_mem: 2341M [03/14 12:02:32 d2.utils.events]:  eta: 1:28:54 iter: 59979 total_loss: 0.6997 loss_cls: 0.148 loss_box_reg: 0.3463 loss_mask: 0.1862 loss_rpn_cls: 0.008084 loss_rpn_loc: 0.0339 time: 0.1772 data_time: 0.0091 lr: 0.0025 max_mem: 2341M [03/14 12:02:36 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0059999.pth [03/14 12:02:38 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.17 seconds. [03/14 12:02:38 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 12:02:38 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 12:02:38 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 12:02:39 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 12:02:39 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 12:02:40 d2.evaluation.evaluator]: Start inference on 645 images [03/14 12:02:47 d2.evaluation.evaluator]: Inference done 11/645. 0.0443 s / img. ETA=0:00:34 [03/14 12:02:52 d2.evaluation.evaluator]: Inference done 107/645. 0.0441 s / img. ETA=0:00:28 [03/14 12:02:57 d2.evaluation.evaluator]: Inference done 202/645. 0.0442 s / img. ETA=0:00:23 [03/14 12:03:02 d2.evaluation.evaluator]: Inference done 299/645. 0.0441 s / img. ETA=0:00:18 [03/14 12:03:07 d2.evaluation.evaluator]: Inference done 397/645. 0.0440 s / img. ETA=0:00:12 [03/14 12:03:12 d2.evaluation.evaluator]: Inference done 492/645. 0.0440 s / img. ETA=0:00:07 [03/14 12:03:18 d2.evaluation.evaluator]: Inference done 587/645. 0.0440 s / img. ETA=0:00:03 [03/14 12:03:21 d2.evaluation.evaluator]: Total inference time: 0:00:33.820653 (0.052845 s / img per device, on 1 devices) [03/14 12:03:21 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.044062 s / img per device, on 1 devices) [03/14 12:03:21 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 12:03:21 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 12:03:valuate() finished in 0.68 seconds. [03/14 12:03:22] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 12:03:22] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/14 12:03:22] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.034 | 28.964 | 12.644 | 9.414 | 9.358 | 17.624 | [03/14 12:03:22] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.799 | books | 5.512 | chair | 13.930 | | furniture | 3.935 | painting | 31.681 | sofa | 12.608 | | table | 6.387 | tv | 14.969 | window | 18.489 | [03/14 12:03:22] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 12:03:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.17 seconds. [03/14 12:03:23] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 12:03:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/14 12:03:23] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.911 | 22.869 | 11.485 | 2.941 | 7.496 | 17.133 | [03/14 12:03:23] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.155 | books | 5.778 | chair | 7.470 | | furniture | 2.923 | painting | 34.674 | sofa | 5.925 | | table | 2.427 | tv | 17.166 | window | 19.684 | [03/14 12:03:23] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 12:03:23] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 12:03:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:03:23] d2.evaluation.testing INFO: copypaste: 14.0343,28.9635,12.6439,9.4144,9.3580,17.6245 [03/14 12:03:23] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 12:03:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:03:23] d2.evaluation.testing INFO: copypaste: 11.9111,22.8686,11.4846,2.9412,7.4960,17.1326 [03/14 12:03:23] d2.utils.events INFO: eta: 1:28:51 iter: 59999 total_loss: 0.706 loss_cls: 0.1263 loss_box_reg: 0.3289 loss_mask: 0.1973 loss_rpn_cls: 0.009008 loss_rpn_loc: 0.03712 time: 0.1772 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 12:03:27] d2.utils.events INFO: eta: 1:28:52 iter: 60019 total_loss: 0.7125 loss_cls: 0.1145 loss_box_reg: 0.3431 loss_mask: 0.1643 loss_rpn_cls: 0.0074 loss_rpn_loc: 0.03217 time: 0.1772 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:03:30] d2.utils.events INFO: eta: 1:28:45 iter: 60039 total_loss: 0.7181 loss_cls: 0.1428 loss_box_reg: 0.3603 loss_mask: 0.1849 loss_rpn_cls: 0.008046 loss_rpn_loc: 0.03104 time: 0.1772 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:03:34] d2.utils.events INFO: eta: 1:28:33 iter: 60059 total_loss: 0.7442 loss_cls: 0.1466 loss_box_reg: 0.3909 loss_mask: 0.1837 loss_rpn_cls: 0.007537 loss_rpn_loc: 0.03033 time: 0.1772 data_time: 0.0099 lr: 0.00025 max_mem: 2341M Dets=100 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.251 [03/14 12:03:23 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.911 | 22.869 | 11.485 | 2.941 | 7.496 | 17.133 | [03/14 12:03:23 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.155 | books | 5.778 | chair | 7.470 | | furniture | 2.923 | painting | 34.674 | sofa | 5.925 | | table | 2.427 | tv | 17.166 | window | 19.684 | [03/14 12:03:23 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 12:03:23 d2.evaluation.testing]: copypaste: Task: bbox [03/14 12:03:23 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:03:23 d2.evaluation.testing]: copypaste: 14.0343,28.9635,12.6439,9.4144,9.3580,17.6245 [03/14 12:03:23 d2.evaluation.testing]: copypaste: Task: segm [03/14 12:03:23 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:03:23 d2.evaluation.testing]: copypaste: 11.9111,22.8686,11.4846,2.9412,7.4960,17.1326 [03/14 12:03:23 d2.utils.events]:  eta: 1:28:51 iter: 59999 total_loss: 0.706 loss_cls: 0.1263 loss_box_reg: 0.3289 loss_mask: 0.1973 loss_rpn_cls: 0.009008 loss_rpn_loc: 0.03712 time: 0.1772 data_time: 0.0097 lr: 0.0025 max_mem: 2341M [03/14 12:03:27 d2.utils.events]:  eta: 1:28:52 iter: 60019 total_loss: 0.7125 loss_cls: 0.1145 loss_box_reg: 0.3431 loss_mask: 0.1643 loss_rpn_cls: 0.0074 loss_rpn_loc: 0.03217 time: 0.1772 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:03:30 d2.utils.events]:  eta: 1:28:45 iter: 60039 total_loss: 0.7181 loss_cls: 0.1428 loss_box_reg: 0.3603 loss_mask: 0.1849 loss_rpn_cls: 0.008046 loss_rpn_loc: 0.03104 time: 0.1772 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:03:34 d2.utils.events]:  eta: 1:28:33 iter: 60059 total_loss: 0.7442 loss_cls: 0.1466 loss_box_reg: 0.3909 loss_mask: 0.1837 loss_rpn_cls: 0.007537 loss_rpn_loc: 0.03033 time: 0.1772 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:03:38 d2.utils.events]:  eta: 1:28:36 iter: 60079 total_loss: 0.7342 loss_cls: 0.137 loss_box_reg: 0.3365 loss_mask: 0.1764 loss_rpn_cls: 0.008205 loss_rpn_loc: 0.03036 time: 0.1772 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:03:41 d2.utils.events]:  eta: 1:28:26 iter: 60099 total_loss: 0.7045 loss_cls: 0.1087 loss_box_reg: 0.3578 loss_mask: 0.1988 loss_rpn_cls: 0.004596 loss_rpn_loc: 0.02604 time: 0.1772 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:03:45 d2.utils.events]:  eta: 1:28:22 iter: 60119 total_loss: 0.6853 loss_cls: 0.1505 loss_box_reg: 0.3282 loss_mask: 0.1718 loss_rpn_cls: 0.004207 loss_rpn_loc: 0.02245 time: 0.1772 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:03:48 d2.utils.events]:  eta: 1:28:14 iter: 60139 total_loss: 0.602 loss_cls: 0.1163 loss_box_reg: 0.2965 loss_mask: 0.1529 loss_rpn_cls: 0.004201 loss_rpn_loc: 0.02341 time: 0.1772 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:03:52 d2.utils.events]:  eta: 1:28:10 iter: 60159 total_loss: 0.6711 loss_cls: 0.1197 loss_box_reg: 0.3281 loss_mask: 0.1767 loss_rpn_cls: 0.004102 loss_rpn_loc: 0.03367 time: 0.1772 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:03:55 d2.utils.events]:  eta: 1:28:09 iter: 60179 total_loss: 0.6794 loss_cls: 0.1386 loss_box_reg: 0.3321 loss_mask: 0.1749 loss_rpn_cls: 0.005788 loss_rpn_loc: 0.02424 time: 0.1772 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:03:59 d2.utils.events]:  eta: 1:28:08 iter: 60199 total_loss: 0.6172 loss_cls: 0.09968 loss_box_reg: 0.2914 loss_mask: 0.1553 loss_rpn_cls: 0.006187 loss_rpn_loc: 0.02652 time: 0.1772 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:04:03 d2.utils.events]:  eta: 1:28:02 iter: 60219 total_loss: 0.714 loss_cls: 0.1335 loss_box_reg: 0.3412 loss_mask: 0.2157 loss_rpn_cls: 0.005277 loss_rpn_loc: 0.02811 time: 0.1772 data_time: [03/14 12:04:10] d2.utils.events INFO: eta: 1:27:54 iter: 60259 total_loss: 0.6317 loss_cls: 0.128 loss_box_reg: 0.2921 loss_mask: 0.1817 loss_rpn_cls: 0.00364 loss_rpn_loc: 0.02666 time: 0.1772 data_time: 0.0094 lr: 0.0002ime: 0.1772 data_time: 0.0107 lr: 0.00025 max_mem: 2341M [03/14 12:04:10 d2.utils.events]:  eta: 1:27:54 iter: 60259 total_loss: 0.6317 loss_cls: 0.128 loss_box_reg: 0.2921 loss_mask: 0.1817 loss_rpn_cls: 0.00364 loss_rpn_loc: 0.02666 time: 0.1772 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:04:13 d2.utils.events]:  eta: 1:27:53 iter: 60279 total_loss: 0.7068 loss_cls: 0.1482 loss_box_reg: 0.3302 loss_mask: 0.1636 loss_rpn_cls: 0.00801 loss_rpn_loc: 0.03429 time: 0.1772 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:04:17 d2.utils.events]:  eta: 1:27:50 iter: 60299 total_loss: 0.7261 loss_cls: 0.1632 loss_box_reg: 0.3185 loss_mask: 0.1863 loss_rpn_cls: 0.005222 loss_rpn_loc: 0.02386 time: 0.1772 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:04:21 d2.utils.events]:  eta: 1:27:43 iter: 60319 total_loss: 0.6203 loss_cls: 0.08008 loss_box_reg: 0.3127 loss_mask: 0.1822 loss_rpn_cls: 0.003938 loss_rpn_loc: 0.02756 time: 0.1772 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:04:24 d2.utils.events]:  eta: 1:27:38 iter: 60339 total_loss: 0.6014 loss_cls: 0.09704 loss_box_reg: 0.2903 loss_mask: 0.1662 loss_rpn_cls: 0.003455 loss_rpn_loc: 0.0252 time: 0.1772 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 12:04:28 d2.utils.events]:  eta: 1:27:35 iter: 60359 total_loss: 0.6387 loss_cls: 0.08976 loss_box_reg: 0.304 loss_mask: 0.1553 loss_rpn_cls: 0.005201 loss_rpn_loc: 0.02667 time: 0.1772 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:04:31 d2.utils.events]:  eta: 1:27:34 iter: 60379 total_loss: 0.6348 loss_cls: 0.1017 loss_box_reg: 0.2995 loss_mask: 0.1754 loss_rpn_cls: 0.006497 loss_rpn_loc: 0.02986 time: 0.1772 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:04:35 d2.utils.events]:  eta: 1:27:32 iter: 60399 total_loss: 0.62 loss_cls: 0.1306 loss_box_reg: 0.2905 loss_mask: 0.179 loss_rpn_cls: 0.005216 loss_rpn_loc: 0.0243 time: 0.1772 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:04:38 d2.utils.events]:  eta: 1:27:28 iter: 60419 total_loss: 0.6202 loss_cls: 0.1082 loss_box_reg: 0.3321 loss_mask: 0.1632 loss_rpn_cls: 0.002321 loss_rpn_loc: 0.02057 time: 0.1772 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:04:42 d2.utils.events]:  eta: 1:27:25 iter: 60439 total_loss: 0.6255 loss_cls: 0.1137 loss_box_reg: 0.2909 loss_mask: 0.1643 loss_rpn_cls: 0.00325 loss_rpn_loc: 0.02584 time: 0.1772 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:04:45 d2.utils.events]:  eta: 1:27:24 iter: 60459 total_loss: 0.6424 loss_cls: 0.1232 loss_box_reg: 0.2886 loss_mask: 0.1678 loss_rpn_cls: 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d2.utils.events]:  eta: 1:23:53 iter: 61559 total_loss: 0.5736 loss_cls: 0.08436 loss_box_reg: 0.281 loss_mask: 0.1613 loss_rpn_cls: 0.004032 loss_rpn_loc: 0.02092 time: 0.1772 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:08:04 d2.utils.events]:  eta: 1:23:48 iter: 61579 total_loss: 0.5551 loss_cls: 0.1003 loss_box_reg: 0.2352 loss_mask: 0.1438 loss_rpn_cls: 0.003299 loss_rpn_loc: 0.02086 time: 0.1772 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:08:08 d2.utils.events]:  eta: 1:23:43 iter: 61599 total_loss: 0.5668 loss_cls: 0.1049 loss_box_reg: 0.2553 loss_mask: 0.1633 loss_rpn_cls: 0.003697 loss_rpn_loc: 0.02309 time: 0.1772 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:08:11 d2.utils.events]:  eta: 1:23:41 iter: 61619 total_loss: 0.635 loss_cls: 0.08472 loss_box_reg: 0.2639 loss_mask: 0.1669 loss_rpn_cls: 0.004185 loss_rpn_loc: 0.01919 time: 0.1772 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:08:15 d2.utils.events]:  eta: 1:23:39 iter: 61639 total_loss: 0.5737 loss_cls: 0.1116 loss_box_reg: 0.2488 loss_mask: 0.169 loss_rpn_cls: 0.005252 loss_rpn_loc: 0.01984 time: 0.1772 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:08:18 d2.utils.events]:  eta: 1:23:38 iter: 61659 total_loss: 0.5078 loss_cls: 0.06526 loss_box_reg: 0.2481 loss_mask: 0.147 loss_rpn_cls: 0.004936 loss_rpn_loc: 0.02193 time: 0.1772 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:08:22 d2.utils.events]:  eta: 1:23:35 iter: 61679 total_loss: 0.5725 loss_cls: 0.08071 loss_box_reg: 0.256 loss_mask: 0.1783 loss_rpn_cls: 0.003603 loss_rpn_loc: 0.0232 time: 0.1772 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 12:08:25 d2.utils.events]:  eta: 1:23:33 iter: 61699 total_loss: 0.525 loss_cls: 0.08181 loss_box_reg: 0.2571 loss_mask: 0.1676 loss_rpn_cls: 0.004721 loss_rpn_loc: 0.02482 time: 0.1772 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:08:29 d2.utils.events]:  eta: 1:23:27 iter: 61719 total_loss: 0.656 loss_cls: 0.1542 loss_box_reg: 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loss_rpn_loc: 0.02367 time: 0.1772 data_time: 0.0108 lr: 0.00025 max_mem: 2341M [03/14 12:08:47 d2.utils.events]:  eta: 1:23:17 iter: 61819 total_loss: 0.5819 loss_cls: 0.09459 loss_box_reg: 0.2687 loss_mask: 0.1611 loss_rpn_cls: 0.003441 loss_rpn_loc: 0.02342 time: 0.1772 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:08:50 d2.utils.events]:  eta: 1:23:13 iter: 61loss_box_reg: 0.2428 loss_mask: 0.1551 loss_rpn_cls: 0.002215 loss_rpn_loc: 0.02057 time: 0.1772 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:08:54] d2.utils.events INFO: eta: 1:23:09 iter: 61859 total_loss: 0.5093 loss_cls: 0.09498 loss_box_reg: 0.2448 loss_mask: 0.1756 loss_rpn_cls: 0.002686 loss_rpn_loc: 0.01544 time: 0.1772 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:08:57] d2.utils.events INFO: eta: 1:23:07 iter: 61879 total_loss: 0.5061 loss_cls: 0.0823 loss_box_reg: 0.2709 loss_mask: 0.1475 loss_rpn_cls: 0.004098 loss_rpn_loc: 0.02071 time: 0.1772 data_time: 0.0094 lr: 0.00025 max_mem: 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d2.utils.events]:  eta: 1:17:11 iter: 64059 total_loss: _cls: 0.06879 loss_box_reg: 0.2129 loss_mask: 0.1364 loss_rpn_cls: 0.001384 loss_rpn_loc: 0.02335 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:15:29] d2.utils.events INFO: eta: 1:17:04 iter: 64079 total_loss: 0.5294 loss_cls: 0.1018 loss_box_reg: 0.2507 loss_mask: 0.1607 loss_rpn_cls: 0.002313 loss_rpn_loc: 0.02705 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:15:33] d2.utils.events INFO: eta: 1:16:57 iter: 64099 total_loss: 0.4539 loss_cls: 0.07261 loss_box_reg: 0.2203 loss_mask: 0.1461 loss_rpn_cls: 0.0028 loss_rpn_loc: 0.01989 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:15:36] d2.utils.events INFO: eta: 1:16:49 iter: 64119 total_loss: 0.5267 loss_cls: 0.09019 loss_box_reg: 0.2438 loss_mask: 0.164 loss_rpn_cls: 0.002834 loss_rpn_loc: 0.02049 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:15:40] d2.utils.events INFO: eta: 1:16:46 iter: 64139 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loss_mask: 0.1621 loss_rpn_cls: 0.004402 loss_rpn_loc: 0.02392 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:16:12] d2.utils.events INFO: eta: 1:16:01 iter: 64319 total_loss: 0.5754 loss_cls: 0.07835 loss_box_reg: 0.2573 loss_mask: 0.1826 loss_rpn_cls: 0.002776 loss_rpn_loc: 0.0274 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 12:16:15] d2.utils.events INFO: eta: 1:15:53 iter: 64339 total_loss: 0.5497 loss_cls: 0.0962 loss_box_reg: 0.2574 loss_mask: 0.1548 loss_rpn_cls: 0.002221 loss_rpn_loc: 0.02087 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:16:19] d2.utils.events INFO: eta: 1:15:54 iter: 64359 total_loss: 0.4518 loss_cls: 0.05999 loss_box_reg: 0.2189 loss_mask: 0.1468 loss_rpn_cls: 0.004353 loss_rpn_loc: 0.02552 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:16:22] d2.utils.events INFO: eta: 1:15:43 iter: 64379 total_loss: 0.5018 loss_cls: 0.0877 loss_box_reg: 0.238 loss_mask: 0.1471 loss_rpn_cls: 0.002212 loss_rpn_loc: 0.02587 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 12:16:26] d2.utils.events INFO: eta: 1:15:40 iter: 64399 total_loss: 0.5284 loss_cls: 0.08449 loss_box_reg: 0.2446 loss_mask: 0.1495 loss_rpn_cls: 0.004298 loss_rpn_loc: 0.02023 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:16:30] d2.utils.events INFO: eta: 1:15:35 iter: 64419 total_loss: 0.5235 loss_cls: 0.08594 loss_box_reg: 0.2452 loss_mask: 0.1645 loss_rpn_cls: 0.003995 loss_rpn_loc: 0.02139 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:16:33] d2.utils.events INFO: eta: 1:15:33 iter: 64439 total_loss: 0.6701 loss_cls: 0.1094 loss_box_reg: 0.2694 loss_mask: 0.2019 loss_rpn_cls: 0.004353 loss_rpn_loc: 0.03127 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:16:37] d2.utils.events INFO: eta: 1:15:28 iter: 64459 total_loss: 0.5372 loss_cls: 0.09584 loss_box_reg: 0.2473 loss_mask: 0.1538 loss_rpn_cls: 0.002682 loss_rpn_loc: 0.02088 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:16:40] d2.utils.events INFO: eta: 1:15:27 iter: 64479 total_loss: 0.4883 loss_cls: 0.1129 loss_box_reg: 0.228 loss_mask: 0.1469 loss_rpn_cls: 0.003283 loss_rpn_loc: 0.02017 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:16:44] d2.utils.events INFO: eta: 1:15:28 iter: 64499 total_loss: 0.5541 loss_cls: 0.1174 loss_box_reg: 0.2416 loss_mask: 0.1649 loss_rpn_cls: 0.004061 loss_rpn_loc: 0.03935 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:16:48] d2.utils.events INFO: eta: 1:15:30 iter: 64519 total_loss: 0.5399 loss_cls: 0.09056 loss_box_reg: 0.2346 loss_mask: 0.1409 loss_rpn_cls: 0.004002 loss_rpn_loc: 0.02832 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:16:51] d2.utils.events INFO: eta: 1:15:32 iter: 64539 total_loss: 0.4385 loss_cls: 0.05535 loss_box_reg: 0.216 loss_mask: 0.1346 loss_rpn_cls: 0.002612 loss_rpn_loc: 0.01974 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:16:55] d2.utils.events INFO: eta: 1:15:25 iter: 64559 total_loss: 0.4523 loss_cls: 0.07702 loss_box_reg: 0.2131 loss_mask: 0.1422 loss_rpn_cls: 0.00405 loss_rpn_loc: 0.02052 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:16:58] d2.utils.events INFO: eta: 1:15:14 iter: 64579 total_loss: 0.4876 loss_cls: 0.07632 loss_box_reg: 0.2091 loss_mask: 0.1561 loss_rpn_cls: 0.002495 loss_rpn_loc: 0.02112 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:17:02] d2.utils.events INFO: eta: 1:15:08 iter: 64599 total_loss: 0.5655 loss_cls: 0.07721 loss_box_reg: 0.2744 loss_mask: 0.1729 loss_rpn_cls: 0.002015 loss_rpn_loc: 0.02884 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:17:06] d2.utils.events INFO: eta: 1:15:13 iter: 64619 total_loss: 0.5516 loss_cls: 0.0799 loss_box_reg: 0.2533 loss_mask: 0.1643 loss_rpn_cls: 0.004357 loss_rpn_loc: 0.02484 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:17:09] d2.utils.events INFO: eta: 1:15:09 iter: 64639 total_loss: 0.4608 loss_cls: 0.0705 loss_box_reg: 0.2072 loss_mask: 0.1503 loss_rpn_cls: 0.002193 loss_rpn_loc: 0.01903 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:17:13] d2.utils.events INFO: eta: 1:15:07 iter: 64659 total_loss: 0.5709 loss_cls: 0.08065 loss_box_reg: 0.2492 loss_mask: 0.1625 loss_rpn_cls: 0.003997 loss_rpn_loc: 0.0254 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:17:16] d2.utils.events INFO: eta: 1:14:59 iter: 64679 total_loss: 0.5195 loss_cls: 0.09917 loss_box_reg: 0.2375 loss_mask: 0.1622 loss_rpn_cls: 0.002902 loss_rpn_loc: 0.01826 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:17:20] d2.utils.events INFO: eta: 1:14:51 iter: 64699 total_loss: 0.4928 loss_cls: 0.08675 loss_box_reg: 0.2268 loss_mask: 0.1561 12:17:20 d2.utils.events]:  eta: 1:14:51 iter: 64699 total_loss: 0.4928 loss_cls: 0.08675 loss_box_reg: 0.2268 loss_mask: 0.1561 loss_rpn_cls: 0.002459 loss_rpn_loc: 0.01832 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:17:23 d2.utils.events]:  eta: 1:14:47 iter: 64719 total_loss: 0.4723 loss_cls: 0.06085 loss_box_reg: 0.2119 loss_mask: 0.1469 loss_rpn_cls: 0.001664 loss_rpn_loc: 0.01666 time: 0.1771 data_time: 0.0091 lr: 0.00025 max_mem: 2341M [03/14 12:17:27 d2.utils.events]:  eta: 1:14:41 iter: 64739 total_loss: 0.5222 loss_cls: 0.09227 loss_box_reg: 0.2365 loss_mask: 0.1538 loss_rpn_cls: 0.00398 loss_rpn_loc: 0.01864 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:17:30 d2.utils.events]:  eta: 1:14:35 iter: 64759 total_loss: 0.4618 loss_cls: 0.07151 loss_box_reg: 0.2308 loss_mask: 0.1637 loss_rpn_cls: 0.001573 loss_rpn_loc: 0.01794 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:17:34 d2.utils.events]:  eta: 1:14:26 iter: 64779 total_loss: 0.5724 loss_cls: 0.1036 loss_box_reg: 0.2626 loss_mask: 0.175 loss_rpn_cls: 0.002539 loss_rpn_loc: 0.01932 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:17:38 d2.utils.events]:  eta: 1:14:24 iter: 64799 total_loss: 0.5163 loss_cls: 0.07516 loss_box_reg: 0.2464 loss_mask: 0.1704 loss_rpn_cls: 0.002224 loss_rpn_loc: 0.02305 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:17:41 d2.utils.events]:  eta: 1:14:24 iter: 64819 total_loss: 0.4914 loss_cls: 0.08873 loss_box_reg: 0.2298 loss_mask: 0.1521 loss_rpn_cls: 0.001896 loss_rpn_loc: 0.01907 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:17:45 d2.utils.events]:  eta: 1:14:24 iter: 64839 total_loss: 0.5164 loss_cls: 0.07404 loss_box_reg: 0.2191 loss_mask: 0.1593 loss_rpn_cls: 0.003506 loss_rpn_loc: 0.02409 time: 0.1771 data_time: 0.0108 lr: 0.00025 max_mem: 2341M [03/14 12:17:48 d2.utils.events]:  eta: 1:14:29 iter: 64859 total_loss: 0.4656 loss_cls: 0.06729 loss_box_reg: 0.2086 loss_mask: 0.1423 loss_rpn_cls: 0.003618 loss_rpn_loc: 0.02288 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:17:52 d2.utils.events]:  eta: 1:14:28 iter: 64879 total_loss: 0.5274 loss_cls: 0.101 loss_box_reg: 0.2345 loss_mask: 0.1425 loss_rpn_cls: 0.004299 loss_rpn_loc: 0.0238 time: 0.1771 data_time: 0.0089 lr: 0.00025 max_mem: 2341M [03/14 12:17:55 d2.utils.events]:  eta: 1:14:23 iter: 64899 total_loss: 0.5129 loss_cls: 0.08819 loss_box_reg: 0.2388 loss_mask: 0.1483 loss_rpn_cls: 0.002613 loss_rpn_loc: 0.02229 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:17:59 d2.utils.events]:  eta: 1:14:19 iter: 64919 total_loss: 0.5822 loss_cls: 0.08313 loss_box_reg: 0.2668 loss_mask: 0.1738 loss_rpn_cls: 0.002686 loss_rpn_loc: 0.03157 time: 0.1771 data_time: 0.0114 lr: 0.00025 max_mem: 2341M [03/14 12:18:03 d2.utils.events]:  eta: 1:14:22 iter: 64939 total_loss: 0.4877 loss_cls: 0.07855 loss_box_reg: 0.2338 loss_mask: 0.1677 loss_rpn_cls: 0.00488 loss_rpn_loc: 0.0258 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:18:06 d2.utils.events]:  eta: 1:14:18 iter: 64959 total_loss: 0.4965 loss_cls: 0.06671 loss_box_reg: 0.2363 loss_mask: 0.1514 loss_rpn_cls: 0.002721 loss_rpn_loc: 0.02763 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:18:10 d2.utils.events]:  eta: 1:14:13 iter: 64979 total_loss: 0.4741 loss_cls: 0.08234 loss_box_reg: 0.2029 loss_mask: 0.1354 loss_rpn_cls: 0.003606 loss_rpn_loc: 0.02042 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:18:13 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0064999.pth [03/14 12:18:16 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.19 seconds. [03/14 12:18:16 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 12:18:16 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 12:18:16 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 12:18:16 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 12:18:16 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 12:18:17 d2.evaluation.evaluator]: Start inference on 645 images [03/14 12:18:25 d2.evaluation.evaluator]: Inference done 11/645. 0.0443 s / img. ETA=0:00:32 [03/14 12:18:30 d2.evaluation.evaluator]: Inference done 112/645. 0.0438 s / img. ETA=0:00:26 [03/14 12:18:35 d2.evaluation.evaluator]: Inference done 213/645. 0.0437 s / img. ETA=0:00:21 [03/14 12:18:40 d2.evaluation.evaluator]: Inference done 315/645. 0.0436 s / img. ETA=0:00:16 [03/14 12:18:45 d2.evaluation.evaluator]: Inference done 415/645. 0.0437 s / img. ETA=0:00:11 [03/14 12:18:50 d2.evaluation.evaluator]: Inference done 515/645. 0.0437 s / img. ETA=0:00:06 [03/14 12:18:55 d2.evaluation.evaluator]: Inference done 614/645. 0.0437 s / img. ETA=0:00:01 [03/14 12:18:57 d2.evaluation.evaluator]: Total inference time: 0:00:32.260757 (0.050407 s / img per device, on 1 devices) [03/14 12:18:57 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.043746 s / img per device, on 1 devices) [03/14 12:18:57 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 12:18:57 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 12:18:57 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 12:18:57 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 12:18:58 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.51 seconds. [03/14 12:18:58 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 12:18:58 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.171 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.178 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.118 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.100 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.125 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.142 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.316 [03/14 12:18:58 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:-----:|:------:| | 17.112 | 31.069 | 17.779 | 11.829 | 9.992 | 22.025 | [03/14 12:18:58 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 26.055 | books | 6.057 | chair | 17.612 | | furniturets INFO: Evaluation results for nyu_val in csv format: [03/14 12:18:59] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 12:18:59] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:18:59] d2.evaluation.testing INFO: copypaste: 17.1116,31.0693,17.7794,11.8289,9.9923,22.0254 [03/14 12:18:59] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 12:18:59] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:18:59] d2.evaluation.testing INFO: copypaste: 14.4313,26.3246,13.9358,5.2833,7.7075,20.1683 [03/14 12:18:59] d2.utils.events INFO: eta: 1:14:11 iter: 64999 total_loss: 0.4859 loss_cls: 0.05291 loss_box_reg: 0.2261 loss_mask: 0.1552 loss_rpn_cls: 0.002846 loss_rpn_loc: 0.01652 time: 0.1771 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 12:19:03] d2.utils.events INFO: eta: 1:14:10 iter: 65019 total_loss: 0.5252 loss_cls: 0.08544 loss_box_reg: 0.2304 loss_mask: 0.1641 loss_rpn_cls: 0.004718 loss_rpn_loc: 0.02214 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:19:06] d2.utils.events INFO: eta: 1:14:12 iter: 65039 total_loss: 0.5091 loss_cls: 0.07278 loss_box_reg: 0.2403 loss_mask: 0.1499 loss_rpn_cls: 0.002829 loss_rpn_loc: 0.02337 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:19:10] d2.utils.events INFO: eta: 1:14:14 iter: 65059 total_loss: 0.4996 loss_cls: 0.06657 loss_box_reg: 0.2272 loss_mask: 0.1521 loss_rpn_cls: 0.002104 loss_rpn_loc: 0.02125 time: 0.1771 data_time: 0.0107 lr: 0.00025 max_mem: 2341M [03/14 12:19:13] d2.utils.events INFO: eta: 1:14:09 iter: 65079 total_loss: 0.556 loss_cls: 0.09114 loss_box_reg: 0.2306 loss_mask: 0.1677 loss_rpn_cls: 0.003535 loss_rpn_loc: 0.02198 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:19:17] d2.utils.events INFO: eta: 1:14:10 iter: 65099 total_loss: 0.5641 loss_cls: 0.1094 loss_box_reg: 0.2327 loss_mask: 0.1748 loss_rpn_cls: 0.002054 loss_rpn_loc: 0.02064 time: 0.1771 data_time: 0.0110 lr: 0.00025 max_mem: 2341M [03/14 12:19:21] d2.utils.events INFO: eta: 1:14:18 iter: 65119 total_loss: 0.5105 loss_cls: 0.0897 loss_box_reg: 0.2325 loss_mask: 0.1455 loss_rpn_cls: 0.00414 loss_rpn_loc: 0.02407 time: 0.1772 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:19:24] d2.utils.events INFO: eta: 1:14:15 iter: 65139 total_loss: 0.4637 loss_cls: 0.07449 loss_box_reg: 0.2028 loss_mask: 0.1379 loss_rpn_cls: 0.002976 loss_rpn_loc: 0.02241 time: 0.1772 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:19:28] d2.utils.events INFO: eta: 1:14:11 iter: 65159 total_loss: 0.5673 loss_cls: 0.1127 loss_box_reg: 0.2401 loss_mask: 0.1764 loss_rpn_cls: 0.003317 loss_rpn_loc: 0.02606 time: 0.1772 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:18:59 d2.utils.events]:  eta: 1:14:11 iter: 64999 total_loss: 0.4859 loss_cls: 0.05291 loss_box_reg: 0.2261 loss_mask: 0.1552 loss_rpn_cls: 0.002846 loss_rpn_loc: 0.01652 time: 0.1771 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 12:19:03 d2.utils.events]:  eta: 1:14:10 iter: 65019 total_loss: 0.5252 loss_cls: 0.08544 loss_box_reg: 0.2304 loss_mask: 0.1641 loss_rpn_cls: 0.004718 loss_rpn_loc: 0.02214 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:19:06 d2.utils.events]:  eta: 1:14:12 iter: 65039 total_loss: 0.5091 loss_cls: 0.07278 loss_box_reg: 0.2403 loss_mask: 0.1499 loss_rpn_cls: 0.002829 loss_rpn_loc: 0.02337 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:19:10 d2.utils.events]:  eta: 1:14:14 iter: 65059 total_loss: 0.4996 loss_cls: 0.06657 loss_box_reg: 0.2272 loss_mask: 0.1521 loss_rpn_cls: 0.002104 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total_loss: 0.5184 loss_cls: 0.07339 loss_box_reg: 0.2169 loss_mask: 0.1637 loss_rpn_cls: 0.002374 loss_rpn_loc: 0.01995 time: 0.1772 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:22:59 d2.utils.events]:  eta: 1:10:28 iter: 66339 total_loss: 0.5631 loss_cls: 0.1087 loss_box_reg: 0.2443 loss_mask: 0.1705 loss_rpn_cls: 0.004185 loss_rpn_loc: 0.02553 time: 0.1772 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 12:23:02 d2.utils.events]:  eta: 1:10:21 iter: 6635cls: 0.002116 loss_rpn_loc: 0.02069 time: 0.1772 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:23:06] d2.utils.events INFO: eta: 1:10:16 iter: 66379 total_loss: 0.5098 loss_cls: 0.08348 loss_box_reg: 0.2157 loss_mask: 0.163 loss_rpn_cls: 0.002008 loss_rpn_loc: 0.01909 time: 0.1772 data_time: 0.0089 lr: 0.00025 max_mem: 2341M [03/14 12:23:09] d2.utils.events INFO: eta: 1:10:20 iter: 66399 total_loss: 0.5287 loss_cls: 0.07486 loss_box_reg: 0.2213 loss_mask: 0.1672 loss_rpn_cls: 0.004319 loss_rpn_loc: 0.0273 time: 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[03/14 12:29:48 d2.utils.events]:  eta: 1:03:52 iter: 68639 total_loss: 0.5306 loss_cls: 0.06876 loss_box_reg: 0.2281 loss_mask: 0.184 loss_rpn_cls: 0.003146 loss_rpn_loc: 0.02134 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:29:51 d2.utils.events]:  eta: 1:03:48 iter: 68659 total_loss: 0.519 loss_cls: 0.09405 loss_box_reg: 0.2258 loss_mask: 0.1539 loss_rpn_cls: 0.001995 loss_rpn_loc: 0.02977 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:29:55 d2.utils.events]:  eta: 1:03:45 iter: 68679 total_loss: 0.517 loss_cls: 0.07519 loss_box_reg: 0.2429 loss_mask: 0.1767 loss_rpn_cls: 0.003095 loss_rpn_loc: 0.0293 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:29:58 d2.utils.events]:  eta: 1:03:36 iter: 68699 total_loss: 0.4258 loss_cls: 0.06526 loss_box_reg: 0.2131 loss_mask: 0.1146 loss_rpn_cls: 0.002004 loss_rpn_loc: 0.01653 time: 0.1771 data_time: 0.0091 lr: 0.00025 max_mem: 2341M [03/14 12:30:02 d2.utils.events]:  eta: 1:03:25 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[03/14 12:31:46 d2.utils.events]:  eta: 1:01:31 iter: 69299 total_loss: 0.509 loss_cls: 0.08801 loss_box_reg: 0.2141 loss_mask: 0.1635 loss_rpn_cls: 0.002599 loss_rpn_loc: 0.02834 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:31:49 d2.utils.events]:  eta: 1:01:29 iter: 69319 total_loss: 0.4787 loss_cls: 0.0726 loss_box_reg: 0.2269 loss_mask: 0.1485 loss_rpn_cls: 0.002223 loss_rpn_loc: 0.01964 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:31:53 d2.utils.events]:  eta: 1:01:21 iter: 69339 total_loss: 0.441 loss_cls: 0.07145 loss_box_reg: 0.2246 loss_mask: 0.134 loss_rpn_cls: 0.002155 loss_rpn_loc: 0.01564 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:31:56 d2.utils.events]:  eta: 1:01:20 iter: 69359 total_loss: 0.4662 loss_cls: 0.08448 loss_box_reg: 0.2014 loss_mask: 0.1603 loss_rpn_cls: 0.003035 loss_rpn_loc: 0.01979 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:32:00 d2.utils.events]:  eta: 1:01:16 iter: 69379 total_loss: 0.4398 loss_cls: 0.07371 loss_box_reg: 0.215 loss_mask: 0.154 loss_rpn_cls: 0.002021 loss_rpn_loc: 0.02371 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:32:03 d2.utils.events]:  eta: 1:01:12 iter: 69399 total_loss: 0.4952 loss_cls: 0.05688 loss_box_reg: 0.2299 loss_mask: 0.1526 loss_rpn_cls: 0.003308 loss_rpn_loc: 0.01996 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:32:07 d2.utils.events]:  eta: 1:01:12 iter: 69419 total_loss: 0.4753 loss_cls: 0.07414 loss_box_reg: 0.2253 loss_mask: 0.1651 loss_rpn_cls: 0.00229 loss_rpn_loc: 0.02101 time: 0.1771 data_time: 0.0107 lr: 0.00025 max_mem: 2341M [03/14 12:32:10 d2.utils.events]:  eta: 1:01:08 iter: 69439 total_loss: 0.4647 loss_cls: 0.07758 loss_box_reg: 0.2152 loss_mask: 0.1598 loss_rpn_cls: 0.003239 loss_rpn_loc: 0.02458 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:32:14 d2.utils.events]:  eta: 1:01:04 iter: 69459 total_loss: 0.5072 loss_cls: 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[03/14 12:33:00] d2.utils.events INFO: eta: 0:59:49 iter: 69719 total_loss: 0.4003 loss_cls: 0.06692 loss_box_reg: 0.2065 loss_mask: 0.1314 loss_rpn_cls: 0.00213 loss_rpn_loc: 0.01548 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:33:03] d2.utils.events INFO: eta: 0:59:47 iter: 69739 total_loss: 0.4707 loss_cls: 0.1053 loss_box_reg: 0.2326 loss_mask: 0.1495 loss_rpn_cls: 0.002243 loss_rpn_loc: 0.01865 time: 0.1771 data_time: 0.0109 lr: 0.00025 max_mem: 2341M [03/14 12:33:07] d2.utils.events INFO: eta: 0:59:47 iter: 69759 total_loss: 0.4777 loss_cls: 0.05475 loss_box_reg: 0.2096 loss_mask: 0.1711 loss_rpn_cls: 0.004381 loss_rpn_loc: 0.02425 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:33:10] d2.utils.events INFO: eta: 0:59:39 iter: 69779 total_loss: 0.4153 loss_cls: 0.07897 loss_box_reg: 0.2113 loss_mask: 0.1211 loss_rpn_cls: 0.003633 loss_rpn_loc: 0.01917 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:33:14] 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[03/14 12:33:52] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 12:33:52] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 12:33:52] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 12:33:52] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/14 12:33:53] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 12:33:54] d2.evaluation.evaluator INFO: Start inference on 645 images [03/14 12:34:01] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0435 s / img. ETA=0:00:31 [03/14 12:34:06] d2.evaluation.evaluator INFO: Inference done 113/645. 0.0434 s / img. ETA=0:00:26 [03/14 12:34:11] d2.evaluation.evaluator INFO: Inference done 215/645. 0.0434 s / img. ETA=0:00:21 [03/14 12:34:16] d2.evaluation.evaluator INFO: Inference done 317/645. 0.0435 s / img. ETA=0:00:16 [03/14 12:34:21] d2.evaluation.evaluator INFO: Inference done 418/645. 0.0435 s / img. ETA=0:00:11 [03/14 12:34:27] d2.evaluation.evaluator INFO: Inference done 519/645. 0.0435 s / img. ETA=0:00:06 [03/14 12:34:32] d2.evaluation.evaluator INFO: Inference done 619/645. 0.0436 s / img. ETA=0:00:01 [03/14 12:34:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.017364 (0.050027 s / img per device, on 1 devices) [03/14 12:34:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.043594 s / img per device, on 1 devices) [03/14 12:34:33] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/14 12:34:33] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 12:34:33] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/14 12:34:33] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/14 12:34:33] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.27 seconds. [03/14 12:34:33] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 12:34:34] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/14 12:34:34] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 17.340 | 30.941 | 18.049 | 10.333 | 10.547 | 21.882 | [03/14 12:34:34] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 25.892 | books | 5.417 | chair | 18.402 | | furniture | 4.949 | painting | 38.335 | sofa | 16.525 | | table | 8.249 | tv | 18.855 | window | 19.436 | [03/14 12:34:34] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/14 12:34:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.09 seconds. [03/14 12:34:35] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/14 12:34:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/14 12:34:35] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.836 | 27.172 | 14.732 | 4.030 | 7.964 | 20.103 | [03/14 12:34:35] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.238 | books | 5.207 | chair | 9.982 | | furniture | 4.018 | painting | 39.883 | sofa | 10.271 | | table | 3.189 | tv | 22.907 | window | 19.826 | [03/14 12:34:35] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 12:34:35] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 12:34:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:34:35] d2.evaluation.testing INFO: copypaste: 17.3400,30.9412,18.0488,10.3328,10.5470,21.8818 [03/14 12:34:35] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 12:34:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:34:35] d2.evaluation.testing INFO: copypaste: 14.8356,27.1724,14.7322,4.0304,7.9640,20.1026 [03/14 12:34:35] d2.utils.events INFO: eta: 0:58:59 iter: 69999 total_loss: 0.4871 loss_cls: 0.08022 loss_box_reg: 0.2142 loss_mask: 0.1404 loss_rpn_cls: 0.001935 loss_rpn_loc: 0.02407 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:34:39] d2.utils.events INFO: eta: 0:58:53 iter: 70019 total_loss: 0.4959 loss_cls: 0.06091 loss_box_reg: 0.2164 loss_mask: 0.1652 loss_rpn_cls: 0.003295 loss_rpn_loc: 0.02239 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M ge | maxDets=100 ] = 0.201 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.165 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.224 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.224 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.142 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.275 [03/14 12:34:35 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.836 | 27.172 | 14.732 | 4.030 | 7.964 | 20.103 | [03/14 12:34:35 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.238 | books | 5.207 | chair | 9.982 | | furniture | 4.018 | painting | 39.883 | sofa | 10.271 | | table | 3.189 | tv | 22.907 | window | 19.826 | [03/14 12:34:35 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 12:34:35 d2.evaluation.testing]: copypaste: Task: bbox [03/14 12:34:35 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:34:35 d2.evaluation.testing]: copypaste: 17.3400,30.9412,18.0488,10.3328,10.5470,21.8818 [03/14 12:34:35 d2.evaluation.testing]: copypaste: Task: segm [03/14 12:34:35 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:34:35 d2.evaluation.testing]: copypaste: 14.8356,27.1724,14.7322,4.0304,7.9640,20.1026 [03/14 12:34:35 d2.utils.events]:  eta: 0:58:59 iter: 69999 total_loss: 0.4871 loss_cls: 0.08022 loss_box_reg: 0.2142 loss_mask: 0.1404 loss_rpn_cls: 0.001935 loss_rpn_loc: 0.02407 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:34:39 d2.utils.events]:  eta: 0:58:53 iter: 70019 total_loss: 0.4959 loss_cls: 0.06091 loss_box_reg: 0.2164 loss_mask: 0.1652 loss_rpn_cls: 0.003295 loss_rpn_loc: 0.02239 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 12:34:42 d2.utils.events]:  eta: 0:58:49 iter: 70039 total_loss: 0.5214 loss_cls: 0.09779 loss_box_reg: 0.2254 loss_mask: 0.1606 loss_rpn_cls: 0.002847 loss_rpn_loc: 0.02499 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:34:46 d2.utils.events]:  eta: 0:58:46 iter: 70059 total_loss: 0.4394 loss_cls: 0.06639 loss_box_reg: 0.2141 loss_mask: 0.148 loss_rpn_cls: 0.002784 loss_rpn_loc: 0.02126 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:34:49 d2.utils.events]:  eta: 0:58:42 iter: 70079 total_loss: 0.4867 loss_cls: 0.07786 loss_box_reg: 0.2166 loss_mask: 0.1569 loss_rpn_cls: 0.003104 loss_rpn_loc: 0.02063 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:34:53 d2.utils.events]:  eta: 0:58:42 iter: 70099 total_loss: 0.387 loss_cls: 0.06495 loss_box_reg: 0.1816 loss_mask: 0.1359 loss_rpn_cls: 0.003173 loss_rpn_loc: 0.01859 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:34:57 d2.utils.events]:  eta: 0:58:43 iter: 70119 total_loss: 0.4518 loss_cls: 0.08015 loss_box_reg: 0.2145 loss_mask: 0.1465 loss_rpn_cls: 0.002451 loss_rpn_loc: 0.02569 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:35:00 d2.utils.events]:  eta: 0:58:33 iter: 70139 total_loss: 0.448 loss_cls: 0.06958 loss_box_reg: 0.2219 loss_mask: 0.1386 loss_rpn_cls: 0.002674 loss_rpn_loc: 0.01821 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:35:04 d2.utils.events]:  eta: 0:58:29 iter: 70159 total_loss: 0.4746 loss_cls: 0.06585 loss_box_reg: 0.1973 loss_mask: 0.1542 loss_rpn_cls: 0.00322 loss_rpn_loc: 0.02142 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:35:07 d2.utils.events]:  eta: 0:58:25 iter: 70179 total_loss: 0.481 loss_cls: 0.08464 loss_box_reg: 0.2187 loss_mask: 0.1566 loss_rpn_cls: 0.004227 loss_rpn_loc: 0.01753 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:35:11 d2.utils.events]:  eta: 0:58:21 iter: 70199 total_loss: 0.5445 loss_cls: 0.08669 loss_box_reg: 0.2383 loss_mask: 0.1598 loss_rpn_cls: 0.001618 loss_rpn_loc: 0.02212 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:35:14 d2.utils.events]:  eta: 0:58:18 iter: 70219 total_loss: 0.4808 loss_cls: 0.08773 loss_box_reg: 0.2138 loss_mask: 0.1709 loss_rpn_cls: 0.001697 loss_rpn_loc: 0.02697 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:35:18 d2.utils.events]:  eta: 0:58:14 iter: 70239 total_loss: 0.5065 loss_cls: 0.09177 loss_box_reg: 0.2203 lo 0.168 loss_rpn_cls: 0.001864 loss_rpn_loc: 0.02172 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:35:25] d2.utils.events INFO: eta: 0:58:11 iter: 70279 total_loss: 0.5136 loss_cls: 0.08522 loss_box_reg: 0.2072 loss_mask: 0.1647 loss_rpn_cls: 0.004195 loss_rpn_loc: 0.02209 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:35:29] d2.utils.events INFO: eta: 0:58:12 iter: 70299 total_loss: 0.467 loss_cls: 0.06214 loss_box_reg: 0.2031 loss_mask: 0.1681 loss_rpn_cls: 0.004852 loss_rpn_loc: 0.02293 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:35:32] d2.utils.events INFO: eta: 0:58:09 iter: 70319 total_loss: 0.4913 loss_cls: 0.1037 loss_box_reg: 0.2087 loss_mask: 0.1515 loss_rpn_cls: 0.002507 loss_rpn_loc: 0.02608 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:35:36] d2.utils.events INFO: eta: 0:58:10 iter: 70339 total_loss: 0.5008 loss_cls: 0.07479 loss_box_reg: 0.219 loss_mask: 0.1592 loss_rpn_cls: 0.005837 loss_rpn_loc: 0.02144 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:35:39] d2.utils.events INFO: eta: 0:57:56 iter: 70359 total_loss: 0.4227 loss_cls: 0.06427 loss_box_reg: 0.1924 loss_mask: 0.1382 loss_rpn_cls: 0.002273 loss_rpn_loc: 0.01759 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:35:43] d2.utils.events INFO: eta: 0:57:52 iter: 70379 total_loss: 0.4819 loss_cls: 0.09607 loss_box_reg: 0.2256 loss_mask: 0.1509 loss_rpn_cls: 0.002282 loss_rpn_loc: 0.02009 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 12:35:46] d2.utils.events INFO: eta: 0:57:53 iter: 70399 total_loss: 0.5042 loss_cls: 0.0819 loss_box_reg: 0.2215 loss_mask: 0.1735 loss_rpn_cls: 0.002763 loss_rpn_loc: 0.02385 time: 0.1771 data_time: 0.0089 lr: 0.00025 max_mem: 2341M [03/14 12:35:50] d2.utils.events INFO: eta: 0:57:43 iter: 70419 total_loss: 0.4892 loss_cls: 0.07122 loss_box_reg: 0.2204 loss_mask: 0.155 loss_rpn_cls: 0.00382 loss_rpn_loc: 0.02067 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:35:53] d2.utils.events INFO: eta: 0:57:42 iter: 70439 total_loss: 0.4655 loss_cls: 0.07477 loss_box_reg: 0.2049 loss_mask: 0.1509 loss_rpn_cls: 0.002365 loss_rpn_loc: 0.02062 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:35:57] d2.utils.events INFO: eta: 0:57:42 iter: 70459 total_loss: 0.4711 loss_cls: 0.06928 loss_box_reg: 0.2083 loss_mask: 0.1605 loss_rpn_cls: 0.003299 loss_rpn_loc: 0.02268 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:36:00] d2.utils.events INFO: eta: 0:57:40 iter: 70479 total_loss: 0.4636 loss_cls: 0.06353 loss_box_reg: 0.207 loss_mask: 0.1556 loss_rpn_cls: 0.001769 loss_rpn_loc: 0.0153 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:36:04] d2.utils.events INFO: eta: 0:57:45 iter: 70499 total_loss: 0.4184 loss_cls: 0.07387 loss_box_reg: 0.1869 loss_mask: 0.1171 loss_rpn_cls: 0.001468 loss_rpn_loc: 0.01843 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:36:07] d2.utils.events INFO: eta: 0:57:41 iter: 70519 total_loss: 0.4498 loss_cls: 0.05184 loss_box_reg: 0.1981 loss_mask: 0.1437 loss_rpn_cls: 0.004205 loss_rpn_loc: 0.02567 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:36:11] d2.utils.events INFO: eta: 0:57:31 iter: 70539 total_loss: 0.5109 loss_cls: 0.08971 loss_box_reg: 0.2273 loss_mask: 0.1514 loss_rpn_cls: 0.001254 loss_rpn_loc: 0.02005 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:36:14] d2.utils.events INFO: eta: 0:57:19 iter: 70559 total_loss: 0.4138 loss_cls: 0.06419 loss_box_reg: 0.1918 loss_mask: 0.1466 loss_rpn_cls: 0.002313 loss_rpn_loc: 0.01759 time: 0.1771 data_time: 0.0089 lr: 0.00025 max_mem: 2341M [03/14 12:36:18] d2.utils.events INFO: eta: 0:57:19 iter: 70579 total_loss: 0.4932 loss_cls: 0.07095 loss_box_reg: 0_cls: 0.06419 loss_box_reg: 0.1918 loss_mask: 0.1466 loss_rpn_cls: 0.002313 loss_rpn_loc: 0.01759 time: 0.1771 data_time: 0.0089 lr: 0.00025 max_mem: 2341M [03/14 12:36:18 d2.utils.events]:  eta: 0:57:19 iter: 70579 total_loss: 0.4932 loss_cls: 0.07095 loss_box_reg: 0.225 loss_mask: 0.1539 loss_rpn_cls: 0.00165 loss_rpn_loc: 0.01772 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:36:22 d2.utils.events]:  eta: 0:57:16 iter: 70599 total_loss: 0.4082 loss_cls: 0.05488 loss_box_reg: 0.1883 loss_mask: 0.1255 loss_rpn_cls: 0.002242 loss_rpn_loc: 0.01473 time: 0.1771 data_time: 0.0091 lr: 0.00025 max_mem: 2341M [03/14 12:36:25 d2.utils.events]:  eta: 0:57:15 iter: 70619 total_loss: 0.4768 loss_cls: 0.07494 loss_box_reg: 0.2114 loss_mask: 0.1487 loss_rpn_cls: 0.002936 loss_rpn_loc: 0.02094 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:36:29 d2.utils.events]:  eta: 0:57:16 iter: 70639 total_loss: 0.5539 loss_cls: 0.1137 loss_box_reg: 0.2287 loss_mask: 0.1662 loss_rpn_cls: 0.00122 loss_rpn_loc: 0.01989 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:36:32 d2.utils.events]:  eta: 0:57:12 iter: 70659 total_loss: 0.4438 loss_cls: 0.06732 loss_box_reg: 0.223 loss_mask: 0.1404 loss_rpn_cls: 0.002765 loss_rpn_loc: 0.02217 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:36:36 d2.utils.events]:  eta: 0:57:04 iter: 70679 total_loss: 0.5612 loss_cls: 0.09057 loss_box_reg: 0.2404 loss_mask: 0.1636 loss_rpn_cls: 0.002263 loss_rpn_loc: 0.02019 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:36:39 d2.utils.events]:  eta: 0:57:02 iter: 70699 total_loss: 0.5085 loss_cls: 0.08508 loss_box_reg: 0.2147 loss_mask: 0.1642 loss_rpn_cls: 0.001644 loss_rpn_loc: 0.02612 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:36:43 d2.utils.events]:  eta: 0:56:57 iter: 70719 total_loss: 0.4828 loss_cls: 0.0738 loss_box_reg: 0.2046 loss_mask: 0.1641 loss_rpn_cls: 0.005873 loss_rpn_loc: 0.02511 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:36:47 d2.utils.events]:  eta: 0:56:54 iter: 70739 total_loss: 0.4713 loss_cls: 0.06643 loss_box_reg: 0.2049 loss_mask: 0.1635 loss_rpn_cls: 0.002477 loss_rpn_loc: 0.02032 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:36:50 d2.utils.events]:  eta: 0:56:50 iter: 70759 total_loss: 0.4045 loss_cls: 0.06065 loss_box_reg: 0.1904 loss_mask: 0.1472 loss_rpn_cls: 0.002696 loss_rpn_loc: 0.02195 time: 0.1771 data_time: 0.0108 lr: 0.00025 max_mem: 2341M [03/14 12:36:54 d2.utils.events]:  eta: 0:56:47 iter: 70779 total_loss: 0.4447 loss_cls: 0.06792 loss_box_reg: 0.1873 loss_mask: 0.1383 loss_rpn_cls: 0.001508 loss_rpn_loc: 0.01726 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:36:57 d2.utils.events]:  eta: 0:56:44 iter: 70799 total_loss: 0.4608 loss_cls: 0.08181 loss_box_reg: 0.2052 loss_mask: 0.1564 loss_rpn_cls: 0.002221 loss_rpn_loc: 0.02535 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:37:01 d2.utils.events]:  eta: 0:56:39 iter: 70819 total_loss: 0.4842 loss_cls: 0.07779 loss_box_reg: 0.2209 loss_mask: 0.1658 loss_rpn_cls: 0.003764 loss_rpn_loc: 0.0266 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:37:04 d2.utils.events]:  eta: 0:56:24 iter: 70839 total_loss: 0.4687 loss_cls: 0.07913 loss_box_reg: 0.2226 loss_mask: 0.1347 loss_rpn_cls: 0.001199 loss_rpn_loc: 0.01578 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:37:08 d2.utils.events]:  eta: 0:56:20 iter: 70859 total_loss: 0.4453 loss_cls: 0.06221 loss_box_reg: 0.2081 loss_mask: 0.1495 loss_rpn_cls: 0.002852 loss_rpn_loc: 0.02233 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 12:37:12 d2.utils.events]:  eta: 0:56:oss_box_reg: 0.2228 loss_mask: 0.1725 loss_rpn_cls: 0.003023 loss_rpn_loc: 0.01818 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:37:15] d2.utils.events INFO: eta: 0:56:12 iter: 70899 total_loss: 0.4696 loss_cls: 0.07864 loss_box_reg: 0.2017 loss_mask: 0.1442 loss_rpn_cls: 0.004248 loss_rpn_loc: 0.01986 time: 0.1771 data_time: 0.0107 lr: 0.00025 max_mem: 2341M [03/14 12:37:19] d2.utils.events INFO: eta: 0:56:02 iter: 70919 total_loss: 0.4362 loss_cls: 0.06857 loss_box_reg: 0.2051 loss_mask: 0.1399 loss_rpn_cls: 0.001931 loss_rpn_loc: 0.01948 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:37:22] d2.utils.events INFO: eta: 0:56:01 iter: 70939 total_loss: 0.464 loss_cls: 0.08084 loss_box_reg: 0.1886 loss_mask: 0.1498 loss_rpn_cls: 0.002765 loss_rpn_loc: 0.01831 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:37:26] d2.utils.events INFO: eta: 0:55:52 iter: 70959 total_loss: 0.4699 loss_cls: 0.08423 loss_box_reg: 0.2018 loss_mask: 0.1605 loss_rpn_cls: 0.00292 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d2.utils.events]:  eta: 0:53:33 iter: 71799 total_loss: 0.498 loss_cls: 0.08942 loss_box_reg: 0.2175 loss_mask: 0.1496 loss_rpn_cls: 0.002695 loss_rpn_loc: 0.02325 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:39:58 d2.utils.events]:  eta: 0:53:29 iter: 71819 total_loss: 0.4521 loss_cls: 0.06341 loss_box_reg: 0.2075 loss_mask: 0.1577 loss_rpn_cls: 0.001896 loss_rpn_loc: 0.02168 t max_mem: 2341M [03/14 12:40:02] d2.utils.events INFO: eta: 0:53:26 iter: 71839 total_loss: 0.4336 loss_cls: 0.05218 loss_box_reg: 0.1921 loss_mask: 0.159 loss_rpn_cls: 0.001519 loss_rpn_loc: 0.02047 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:40:05] d2.utils.events INFO: eta: 0:53:22 iter: 71859 total_loss: 0.4337 loss_cls: 0.06861 loss_box_reg: 0.1856 loss_mask: 0.145 loss_rpn_cls: 0.001644 loss_rpn_loc: 0.02439 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:40:09] d2.utils.events INFO: eta: 0:53:18 iter: 71879 total_loss: 0.492 loss_cls: 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0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:48:33 d2.utils.events]:  eta: 0:45:25 iter: 74719 total_loss: 0.4572 loss_cls: 0.07807 loss_box_reg: 0.2102 loss_mask: 0.1394 loss_rpn_cls: 0.00184 loss_rpn_loc: 0.01866 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:48:37 d2.utils.events]:  eta: 0:45:25 iter: 74739 total_loss: 0.4535 loss_cls: 0.05942 loss_box_reg: 0.2113 loss_mask: 0.1259 loss_rpn_cls: 0.004481 loss_rpn_loc: 0.01823 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:48:40 d2.utils.events]:  eta: 0:45:17 iter: 74759 total_loss: 0.468 loss_cls: 0.08426 loss_box_reg: 0.2168 loss_mask: 0.1494 loss_rpn_cls: 0.001524 loss_rpn_loc: 0.01638 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:48:44 d2.utils.events]:  eta: 0:45:11 iter: 74779 total_loss: 0.5164 loss_cls: 0.08409 loss_box_reg: 0.2155 loss_mask: 0.1733 loss_rpn_cls: 0.001968 loss_rpn_loc: 0.02351 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 12:48:47 d2.utils.events]:  eta: 0:45:07 iter: 74799 total_loss: 0.4972 loss_cls: 0.06205 loss_box_reg: 0.2325 loss_mask: 0.1517 loss_rpn_cls: 0.002325 loss_rpn_loc: 0.01859 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 12:48:51 d2.utils.events]:  eta: 0:45:04 iter: 74819 total_loss: 0.5171 loss_cls: 0.09615 loss_box_reg: 0.2118 loss_mask: 0.1647 loss_rpn_cls: 0.001997 loss_rpn_loc: 0.02314 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:48:55 d2.utils.events]:  eta: 0:45:00 iter: 74839 total_loss: 0.4515 loss_cls: 0.06568 loss_box_reg: 0.2155 loss_mask: 0.1684 loss_rpn_cls: 0.002477 loss_rpn_loc: 0.0221 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:48:58 d2.utils.events]:  eta: 0:44:57 iter: 74859 total_loss: 0.4816 loss_cls: 0.0747 loss_box_reg: 0.203 loss_mask: 0.1671 loss_rpn_cls: 0.002895 loss_rpn_loc: 0.02031 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:49:02 d2.utils.events]:  eta: 0:44:53 iter: 74879 total_loss: 0.4195 loss_cls: 0.05595 loss_box_reg: 0.1844 loss_mask: 0.139 loss_rpn_cls: 0.002489 loss_rpn_loc: 0.02146 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 12:49:05 d2.utils.events]:  eta: 0:44:52 iter: 74899 total_loss: 0.4841 loss_cls: 0.07342 loss_box_reg: 0.2067 loss_mask: 0.1488 loss_rpn_cls: 0.00321 loss_rpn_loc: 0.02315 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:49:09 d2.utils.events]:  eta: 0:44:46 iter: 74919 total_loss: 0.4321 loss_cls: 0.08264 loss_box_reg: 0.1947 loss_mask: 0.1521 loss_rpn_cls: 0.001046 loss_rpn_loc: 0.01487 time: 0.1771 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 12:49:13 d2.utils.events]:  eta: 0:44:43 iter: 74939 total_loss: 0.4592 loss_cls: 0.07849 loss_box_reg: 0.1987 loss_mask: 0.1446 loss_rpn_cls: 0.002171 loss_rpn_loc: 0.02019 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:49:16 d2.utils.events]:  eta: 0:44:39 iter: 74959 total_loss: 0.4715 loss_cls: 0.08105 loss_box_reg: 0.1938 loss_mask: 0.1523 loss_rpn_cls: 0.003209 loss_rpn_loc: 0.02324 time: 0.1771 data_time: 0.0089 lr: 0.00025 max_mem: 2341M [03/14 12:49:20 d2.utils.events]:  eta: 0:44:34 iter: 74979 total_loss: 0.4401 loss_cls: 0.07037 loss_box_reg: 0.2118 loss_mask: 0.159 loss_rpn_cls: 0.002872 loss_rpn_loc: 0.02126 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:49:23 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0074999.pth [03/14 12:49:26 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.20 seconds. [03/14 12:49:26 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 12:49:26 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 12:49:26 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 12:49:26 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 12:49:26 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 12:49:27 d2.evaluation.evaluator]: Start inference on 645 images [03/14 12:49:35 d2.evaluation.evaluator]: Inference done 11/645. 0.0435 s / img. ETA=0:00:31 [03/14 12:49:40 d2.evaluation.evaluator]: Inference done 112/645. 0.0439 s / img. ETA=0:00:26 [03/14 12:49:45 d2.evaluation.evaluator]: Inference done 214/645. 0.0437 s / img. ETA=0:00:21 [03/14 12:49:50 d2.evaluation.evaluator]: Inference done 317/645. 0.0437 s / img. ETA=0:00:16 [03/14 12:49:55 d2.evaluation.evaluator]: Inference done 419/645. 0.0437 s / img. ETA=0:00:11 [03/14 12:50:00 d2.evaluation.evaluator]: Inference done 521/645. 0.0437 s / img. ETA=0:00:06 [03/14 12:50:05 d2.evaluation.evaluator]: Inference done 622/645. 0.0437 s / img. ETA=0:00:01 [03/14 12:50:07 d2.evaluation.evaluator]: Total inference time: 0:00:31.898644 (0.049842 s / img per device, on 1 devices) [03/14 12:50:07 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.043666 s / img per device, on 1 devices) [03/14 12:50:07 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 12:50:07 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 12:50:07 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 12:50:07 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 12:50:07 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.26 seconds. [03/14 12:50:07 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 12:50:07 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.168 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.299 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.172 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.123 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.104 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.174 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.244 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.244 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.141 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.312 [03/14 12:50:07 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 16.820 | 29.875 | 17.234 | 12.343 | 10.439 | 22.037 | [03/14 12:50:07 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 24.403 | books | 6.238 | chair | 18.402 | | furniture | 4.748 | painting | 37.977 | sofa | 16.155 | | table | 8.867 | tv | 15.183 | window | 19.409 | Loading and preparing results... DONE (t=0.06s) creating index... index created! [03/14 12:50:07 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 12:50:09 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.09 seconds. [03/14 12:50:09 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 12:50:09 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.141 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.256 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.042 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.073 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.198 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.152 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.119 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.270 [03/14 12:50:09 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.089 | 25.618 | 14.253 | 4.216 | 7.257 | 19.792 | [03/14 12:50:09 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 17.480 | books | 6.124 | chair | 9.407 | | furniture | 3.671 | painting | 39.680 | sofa | 9.679 | | table | 3.021 | tv | 18.148 | window | 19.590 | [03/14 12:50:09 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 12:50:09 d2.evaluation.testing]: copypaste: Task: bbox [03/14 12:50:09 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:50:09 d2.evaluation.testing]: copypaste: 16.8202,29.8754,17.2339,12.3432,10.4394,22.0369 [03/14 12:50:09 d2.evaluation.testing]: copypaste: Task: segm [03/14 12:50:09 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 12:50:09 d2.evaluation.testing]: copypaste: 14.0889,25.6179,14.2528,4.2157,7.2571,19.7921 [03/14 12:50:09 d2.utils.events]:  eta: 0:44:35 iter: 74999 total_loss: 0.4485 loss_cls: 0.07999 loss_box_reg: 0.196 loss_mask: 0.1401 loss_rpn_cls: 0.002975 loss_rpn_loc: 0.0191 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:50:12 d2.utils.events]:  eta: 0:44:32 iter: 75019 total_loss: 0.5032 loss_cls: 0.06792 loss_box_reg: 0.2328 loss_mask: 0.1556 loss_rpn_cls: 0.002886 loss_rpn_loc: 0.02744 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:50:16 d2.utils.events]:  eta: 0:44:30 iter: 75039 total_loss: 0.4611 loss_cls: 0.05721 loss_box_reg: 0.1913 loss_mask: 0.1459 loss_rpn_cls: 0.001537 loss_rpn_loc: 0.01836 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:50:19 d2.utils.events]:  eta: 0:44:25 iter: 75059 total_loss: 0.4759 loss_cls: 0.06229 loss_box_reg: 0.2094 loss_mask: 0.1538 loss_rpn_cls: 0.002941 loss_rpn_loc: 0.01888 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:50:23 d2.utils.events]:  eta: 0:44:22 iter: 75079 total_loss: 0.4809 loss_cls: 0.06788 loss_box_reg: 0.2048 loss_mask: 0.1782 loss_rpn_cls: 0.003615 loss_rpn_loc: 0.02423 time: 0.1771 data_time: 0.0109 lr: 0.00025 max_mem: 2341M [03/14 12:50:27 d2.utils.events]:  eta: 0:44:20 iter: 75099 total_loss: 0.4022 loss_cls: 0.0684 loss_box_reg: 0.1834 loss_mask: 0.1277 loss_rpn_cls: 0.001325 loss_rpn_loc: 0.01401 time: 0.1771 data_time: 0.0086 lr: 0.00025 max_mem: 2341M [03/14 12:50:30 d2.utils.events]:  eta: 0:44:17 iter: 75119 total_loss: 0.4731 loss_cls: 0.06584 loss_box_reg: 0.1875 loss_mask: 0.1539 loss_rpn_cls: 0.001874 loss_rpn_loc: 0.02353 time: 0.1771 data_time: 0.0107 lr: 0.00025 max_mem: 2341M [03/14 12:50:34 d2.utils.events]:  eta: 0:44:15 iter: 75139 total_loss: 0.445 loss_cls: 0.09549 loss_box_reg: 0.1835 loss_mask: 0.1555 loss_rpn_cls: 0.002077 loss_rpn_loc: 0.01822 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:50:37 d2.utils.events]:  eta: 0:44:10 iter: 75159 total_loss: 0.4491 loss_cls: 0.07627 loss_box_reg: 0.2179 loss_mask: 0.1507 loss_rpn_cls: 0.001915 loss_rpn_loc: 0.0154 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 12:50:41 d2.utils.events]:  eta: 0:44:10 iter: 75179 total_loss: 0.4091 loss_cls: 0.05232 loss_box_reg: 0.1897 loss_mask: 0.1486 loss_rpn_cls: 0.001422 loss_rpn_loc: 0.02253 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 12:50:45 d2.utils.events]:  eta: 0:44:05 iter: 75199 total_loss: 0.3824 loss_cls: 0.04322 loss_box_reg: 0.174 loss_mask: 0.1325 loss_rpn_cls: 0.002895 loss_rpn_loc: 0.01775 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 12:50:48 d2.utils.events]:  eta: 0:43:59 iter: 75219 total_loss: 0.5389 loss_cls: 0.07609 loss_box_reg: 0.2088 loss_mask: 0.181 loss_rpn_cls: 0.001391 loss_rpn_loc: 0.02067 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 12:50:52 d2.utils.events]:  eta: 0:43:57 iter: 75239 total_loss: 0.4333 loss_cls: 0.08097 loss_box_reg: 0.2183 loss_mask: 0.1525 loss_rpn_cls: 0.002687 loss_rpn_loc: 0.0233 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 12:50:55 d2.utils.events]:  eta: 0:43:52 iter: 75259 total_loss: 0.5283 loss_cls: 0.06395 loss_box_reg: 0.1974 loss_mask: 0.1758 loss_rpn_cls: 0.004867 loss_rpn_loc: 0.02442 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 12:50:59 d2.utils.events]:  eta: 0:43:48 iter: 75279 total_loss: 0.5057 loss_cls: 0.09919 loss_box_reg: 0.2117 loss_mask: 0.1664 loss_rpn_cls: 0.002653 loss_rpn_loc: 0.02381 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:51:02 d2.utils.events]:  eta: 0:43:43 iter: 75299 total_loss: 0.4441 loss_cls: 0.06866 loss_box_reg: 0.1981 loss_mask: 0.1466 loss_rpn_cls: 0.002672 loss_rpn_loc: 0.01884 time: 0.1771 data_time: 0.0108 lr: 0.00025 max_mem: 2341M [03/14 12:51:06 d2.utils.events]:  eta: 0:43:40 iter: 75319 total_loss: 0.4486 loss_cls: 0.07873 loss_box_reg: 0.1739 loss_mask: 0.1654 loss_rpn_cls: 0.001542 loss_rpn_loc: 0.01317 time: 0.1771 data_time: 0.0082 lr: 0.00025 max_mem: 2341M [03/14 12:51:09 d2.utils.events]:  eta: 0:43:36 iter: 75339 total_loss: 0.4575 loss_cls: 0.05198 loss_box_reg: 0.2149 loss_mask: 0.1563 loss_rpn_cls: 0.001008 loss_rpn_loc: 0.01905 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 12:51:13 d2.utils.events]:  eta: 0:43:30 iter: 75359 total_loss: 0.4223 loss_cls: 0.05776 loss_box_reg: 0.1948 loss_mask: 0.1679 loss_rpn_cls: 0.001788 loss_rpn_loc: 0.02103 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:51:16 d2.utils.events]:  eta: 0:43:27 iter: 75379 total_loss: 0.4694 loss_cls: 0.07212 loss_box_reg: 0.2102 loss_mask: 0.1679 loss_rpn_cls: 0.002041 loss_rpn_loc: 0.01881 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 12:51:20 d2.utils.events]:  eta: 0:43:23 iter: 75399 total_loss: 0.4221 loss_cls: 0.06013 loss_box_reg: 0.2095 loss_mask: 0.1522 loss_rpn_cls: 0.002667 loss_rpn_loc: 0.01952 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 12:51:24 d2.utils.events]:  eta: 0:43:19 iter: 75419 total_loss: 0.5161 loss_cls: 0.08175 loss_box_reg: 0.2193 loss_mask: 0.1671 loss_rpn_cls: 0.00197 loss_rpn_loc: 0.02283 time: 0.1771 data_time: 0.0114 lr: 0.00025 max_mem: 2341M [03/14 12:51:27 d2.utils.events]:  eta: 0:43:16 iter: 75439 total_loss: 0.4716 loss_cls: 0.07195 loss_box_reg: 0.2242 loss_mask: 0.1631 loss_rpn_cls: 0.001939 loss_rpn_loc: 0.02552 time: 0.1771 data_time: 0.0114 lr: 0.00025 max_mem: 2341M [03/14 12:51:31 d2.utils.events]:  eta: 0:43:12 iter: 75459 total_loss: 0.4654 loss_cls: 0.09447 loss_box_reg: 0.2077 loss_mask: 0.1485 loss_rpn_cls: 0.002193 loss_rpn_loc: 0.02177 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 12:51:34 d2.utils.events]:  eta: 0:43:06 iter: 75479 total_loss: 0.3733 loss_cls: 0.06438 loss_box_reg: 0.1905 loss_mask: 0.1248 loss_rpn_cls: 0.001887 loss_rpn_loc: 0.01637 time: 0.1771 data_time: 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iter: 79059 total_loss: 0.3988 loss_cls: 0.05252 loss_box_reg: 0.1812 loss_mask: 0.138 loss_rpn_cls: 0.001472 loss_rpn_loc: 0.01698 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 13:02:16] d2.utils.events INFO: eta: 0:32:15 iter: 79079 total_loss: 0.4219 loss_cls: 0.05015 loss_box_reg: 0.2002 loss_mask: 0.1532 loss_rpn_cls: 0.001909 loss_rpn_loc: 0.02336 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 13:02:20] d2.utils.events INFO: eta: 0:32:12 iter: 79099 total_loss: 0.3812 loss_cls: 0.04952 loss_box_reg: 0.1712 loss_mask: 0.1337 loss_rpn_cls: 0.003177 loss_rpn_loc: 0.01661 time: 0.1771 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 13:02:23] d2.utils.events INFO: eta: 0:32:10 iter: 79119 total_loss: 0.4261 loss_cls: 0.05625 loss_box_reg: 0.1781 loss_mask: 0.1444 loss_rpn_cls: 0.003102 loss_rpn_loc: 0.01917 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 13:02:27] d2.utils.events INFO: eta: 0:32:11 iter: 79139 total_loss: 0.471 loss_cls: 0.07025 loss_box_reg: 0.1982 loss_mask: 0.159 loss_rpn_cls: 0.0039 loss_rpn_loc: 0.02425 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 13:02:31] d2.utils.events INFO: eta: 0:32:10 iter: 79159 total_loss: 0.49 loss_cls: 0.05677 loss_box_reg: 0.2067 loss_mask: 0.1633 loss_rpn_cls: 0.003875 loss_rpn_loc: 0.02916 time: 0.1771 data_time: 0.0113 lr: 0.00025 max_mem: 2341M [03/14 13:02:34] d2.utils.events INFO: eta: 0:32:05 iter: 79179 total_loss: 0.4501 loss_cls: 0.06494 loss_box_reg: 0.205 loss_mask: 0.134 loss_rpn_cls: 0.004383 loss_rpn_loc: 0.02452 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 13:02:38] d2.utils.events INFO: eta: 0:32:03 iter: 79199 total_loss: 0.4711 loss_cls: 0.07901 loss_box_reg: 0.1973 loss_mask: 0.1449 loss_rpn_cls: 0.004723 loss_rpn_l901 loss_box_reg: 0.1973 loss_mask: 0.1449 loss_rpn_cls: 0.004723 loss_rpn_loc: 0.02067 time: 0.1771 data_time: 0.0112 lr: 0.00025 max_mem: 2341M [03/14 13:02:41 d2.utils.events]:  eta: 0:32:00 iter: 79219 total_loss: 0.5061 loss_cls: 0.07574 loss_box_reg: 0.1973 loss_mask: 0.1658 loss_rpn_cls: 0.001991 loss_rpn_loc: 0.02387 time: 0.1771 data_time: 0.0110 lr: 0.00025 max_mem: 2341M [03/14 13:02:45 d2.utils.events]:  eta: 0:31:57 iter: 79239 total_loss: 0.439 loss_cls: 0.05894 loss_box_reg: 0.1975 loss_mask: 0.1578 loss_rpn_cls: 0.001816 loss_rpn_loc: 0.02064 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 13:02:49 d2.utils.events]:  eta: 0:31:54 iter: 79259 total_loss: 0.4456 loss_cls: 0.08317 loss_box_reg: 0.1782 loss_mask: 0.1436 loss_rpn_cls: 0.002799 loss_rpn_loc: 0.01765 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 13:02:52 d2.utils.events]:  eta: 0:31:50 iter: 79279 total_loss: 0.4203 loss_cls: 0.07326 loss_box_reg: 0.168 loss_mask: 0.1414 loss_rpn_cls: 0.002532 loss_rpn_loc: 0.01637 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 13:02:56 d2.utils.events]:  eta: 0:31:47 iter: 79299 total_loss: 0.4078 loss_cls: 0.06687 loss_box_reg: 0.1965 loss_mask: 0.1572 loss_rpn_cls: 0.002756 loss_rpn_loc: 0.01952 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 13:03:00 d2.utils.events]:  eta: 0:31:45 iter: 79319 total_loss: 0.4443 loss_cls: 0.07777 loss_box_reg: 0.2042 loss_mask: 0.1544 loss_rpn_cls: 0.003584 loss_rpn_loc: 0.02617 time: 0.1771 data_time: 0.0100 lr: 0.00025 max_mem: 2341M [03/14 13:03:03 d2.utils.events]:  eta: 0:31:43 iter: 79339 total_loss: 0.4198 loss_cls: 0.06301 loss_box_reg: 0.1751 loss_mask: 0.1558 loss_rpn_cls: 0.001502 loss_rpn_loc: 0.01711 time: 0.1771 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 13:03:07 d2.utils.events]:  eta: 0:31:39 iter: 79359 total_loss: 0.406 loss_cls: 0.06574 loss_box_reg: 0.1727 loss_mask: 0.1363 loss_rpn_cls: 0.002745 loss_rpn_loc: 0.02003 time: 0.1771 data_time: 0.0086 lr: 0.00025 max_mem: 2341M [03/14 13:03:10 d2.utils.events]:  eta: 0:31:35 iter: 79379 total_loss: 0.4307 loss_cls: 0.05446 loss_box_reg: 0.2056 loss_mask: 0.1625 loss_rpn_cls: 0.002032 loss_rpn_loc: 0.01842 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 13:03:14 d2.utils.events]:  eta: 0:31:32 iter: 79399 total_loss: 0.4053 loss_cls: 0.06762 loss_box_reg: 0.1794 loss_mask: 0.1339 loss_rpn_cls: 0.001615 loss_rpn_loc: 0.01893 time: 0.1771 data_time: 0.0098 lr: 0.00025 max_mem: 2341M [03/14 13:03:17 d2.utils.events]:  eta: 0:31:27 iter: 79419 total_loss: 0.4459 loss_cls: 0.07228 loss_box_reg: 0.1978 loss_mask: 0.1397 loss_rpn_cls: 0.001302 loss_rpn_loc: 0.01978 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 13:03:21 d2.utils.events]:  eta: 0:31:24 iter: 79439 total_loss: 0.4313 loss_cls: 0.05251 loss_box_reg: 0.1827 loss_mask: 0.1753 loss_rpn_cls: 0.002137 loss_rpn_loc: 0.01681 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 13:03:24 d2.utils.events]:  eta: 0:31:20 iter: 79459 total_loss: 0.4283 loss_cls: 0.06327 loss_box_reg: 0.1786 loss_mask: 0.1274 loss_rpn_cls: 0.00197 loss_rpn_loc: 0.01996 time: 0.1771 data_time: 0.0108 lr: 0.00025 max_mem: 2341M [03/14 13:03:28 d2.utils.events]:  eta: 0:31:16 iter: 79479 total_loss: 0.4302 loss_cls: 0.05815 loss_box_reg: 0.1707 loss_mask: 0.1481 loss_rpn_cls: 0.003474 loss_rpn_loc: 0.02168 time: 0.1771 data_time: 0.0095 lr: 0.00025 max_mem: 2341M [03/14 13:03:31 d2.utils.events]:  eta: 0:31:13 iter: 79499 total_loss: 0.4448 loss_cls: 0.06034 loss_box_reg: 0.1726 loss_mask: 0.1543 loss_rpn_cls: 0.002431 loss_rpn_loc: 0.01933 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 13:03:35 d2.utils.events]:  eta: 0:31:09 iter: 79519 total_loss: 0.4743 loss_cls: 0.06522 loss_box_reg: 0.2084 loss_mask: 0.1404 loss_rpn_cls: 0.001918 loss_rpn_loc: 0.02144 time: 0.1771 data_time: 0.0106 lr: 0.00025 max_mem: 2341M [03/14 13:03:39 d2.utils.events]:  eta: 0:31:05 iter: 79539 total_loss: 0.3943 loss_cls: 0.04605 loss_box_reg: 0.1713 loss_mask: 0.1368 loss_rpn_cls: 0.002091 loss_rpn_loc: 0.01949 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 13:03:42 d2.utils.events]:  eta: 0:31:01 iter: 79559 total_loss: 0.5078 loss_cls: 0.07096 loss_box_reg: 0.2023 loss_mask: 0.161 loss_rpn_cls: 0.00534 loss_rpn_loc: 0.02259 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 13:03:46 d2.utils.events]:  eta: 0:30:58 iter: 79579 total_loss: 0.4374 loss_cls: 0.06726 loss_box_reg: 0.1874 loss_mask: 0.1549 loss_rpn_cls: 0.00125 loss_rpn_loc: 0.01876 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 13:03:49 d2.utils.events]:  eta: 0:30:55 iter: 79599 total_loss: 0.4399 loss_cls: 0.0759 loss_box_reg: 0.1961 loss_mask: 0.1471 loss_rpn_cls: 0.001818 loss_rpn_loc: 0.01794 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 13:03:53 d2.utils.events]:  eta: 0:30:49 iter: 79619 total_loss: 0.4047 loss_cls: 0.04903 loss_box_reg: 0.165 loss_mask: 0.1498 loss_rpn_cls: 0.00253 loss_rpn_loc: 0.0143 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 13:03:56 d2.utils.events]:  eta: 0:30:43 iter: 79639 total_loss: 0.4537 loss_cls: 0.07612 loss_box_reg: 0.1948 loss_mask: 0.1582 loss_rpn_cls: 0.001639 loss_rpn_loc: 0.01854 time: 0.1771 data_time: 0.0092 lr: 0.00025 max_mem: 2341M [03/14 13:04:00 d2.utils.events]:  eta: 0:30:41 iter: 79659 total_loss: 0.4389 loss_cls: 0.06344 loss_box_reg: 0.2029 loss_mask: 0.1493 loss_rpn_cls: 0.00272 loss_rpn_loc: 0.02026 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 13:04:03 d2.utils.events]:  eta: 0:30:40 iter: 79679 total_loss: 0.459 loss_cls: 0.06105 loss_box_reg: 0.2073 loss_mask: 0.1312 loss_rpn_cls: 0.003213 loss_rpn_loc: 0.02315 time: 0.1771 data_time: 0.0099 lr: 0.00025 max_mem: 2341M [03/14 13:04:07 d2.utils.events]:  eta: 0:30:36 iter: 79699 total_loss: 0.3891 loss_cls: 0.05323 loss_box_reg: 0.1635 loss_mask: 0.1511 loss_rpn_cls: 0.002468 loss_rpn_loc: 0.01898 time: 0.1771 data_time: 0.0090 lr: 0.00025 max_mem: 2341M [03/14 13:04:10 d2.utils.events]:  eta: 0:30:29 iter: 79719 total_loss: 0.5081 loss_cls: 0.07465 loss_box_reg: 0.2162 loss_mask: 0.1663 loss_rpn_cls: 0.006229 loss_rpn_loc: 0.02252 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 13:04:14 d2.utils.events]:  eta: 0:30:26 iter: 79739 total_loss: 0.3659 loss_cls: 0.06788 loss_box_reg: 0.1661 loss_mask: 0.1258 loss_rpn_cls: 0.001663 loss_rpn_loc: 0.02039 time: 0.1771 data_time: 0.0094 lr: 0.00025 max_mem: 2341M [03/14 13:04:17 d2.utils.events]:  eta: 0:30:21 iter: 79759 total_loss: 0.3699 loss_cls: 0.04737 loss_box_reg: 0.1955 loss_mask: 0.139 loss_rpn_cls: 0.002013 loss_rpn_loc: 0.01725 time: 0.1771 data_time: 0.0091 lr: 0.00025 max_mem: 2341M [03/14 13:04:21 d2.utils.events]:  eta: 0:30:17 iter: 79779 total_loss: 0.4386 loss_cls: 0.07312 loss_box_reg: 0.2022 loss_mask: 0.1258 loss_rpn_cls: 0.001227 loss_rpn_loc: 0.02104 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 13:04:24 d2.utils.events]:  eta: 0:30:13 iter: 79799 total_loss: 0.5188 loss_cls: 0.08326 loss_box_reg: 0.2306 loss_mask: 0.1567 loss_rpn_cls: 0.003264 loss_rpn_loc: 0.02256 time: 0.1771 data_time: 0.0103 lr: 0.00025 max_mem: 2341M [03/14 13:04:28 d2.utils.events]:  eta: 0:30:10 iter: 79819 total_loss: 0.4392 loss_cls: 0.05263 loss_box_reg: 0.2009 loss_mask: 0.1537 loss_rpn_cls: 0.002666 loss_rpn_loc: 0.01911 time: 0.1771 data_time: 0.0097 lr: 0.00025 max_mem: 2341M [03/14 13:04:32 d2.utils.events]:  eta: 0:30:04 iter: 79839 total_loss: 0.4909 loss_cls: 0.07541 loss_box_reg: 0.2047 loss_mask: 0.1593 loss_rpn_cls: 0.001653 loss_rpn_loc: 0.02411 time: 0.1771 data_time: 0.0109 lr: 0.00025 max_mem: 2341M [03/14 13:04:35 d2.utils.events]:  eta: 0:30:03 iter: 79859 total_loss: 0.4453 loss_cls: 0.07143 loss_box_reg: 0.195 loss_mask: 0.1709 loss_rpn_cls: 0.002026 loss_rpn_loc: 0.01709 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 13:04:39 d2.utils.events]:  eta: 0:29:57 iter: 79879 total_loss: 0.4685 loss_cls: 0.06018 loss_box_reg: 0.2288 loss_mask: 0.1362 loss_rpn_cls: 0.001434 loss_rpn_loc: 0.01714 time: 0.1771 data_time: 0.0105 lr: 0.00025 max_mem: 2341M [03/14 13:04:42 d2.utils.events]:  eta: 0:29:58 iter: 79899 total_loss: 0.4937 loss_cls: 0.1013 loss_box_reg: 0.1892 loss_mask: 0.1559 loss_rpn_cls: 0.002143 loss_rpn_loc: 0.02492 time: 0.1771 data_time: 0.0108 lr: 0.00025 max_mem: 2341M [03/14 13:04:46 d2.utils.events]:  eta: 0:29:54 iter: 79919 total_loss: 0.4286 loss_cls: 0.05598 loss_box_reg: 0.1826 loss_mask: 0.1458 loss_rpn_cls: 0.002704 loss_rpn_loc: 0.02013 time: 0.1771 data_time: 0.0101 lr: 0.00025 max_mem: 2341M [03/14 13:04:50 d2.utils.events]:  eta: 0:29:50 iter: 79939 total_loss: 0.3771 loss_cls: 0.04107 loss_box_reg: 0.1893 loss_mask: 0.1216 loss_rpn_cls: 0.002909 loss_rpn_loc: 0.01748 time: 0.1771 data_time: 0.0096 lr: 0.00025 max_mem: 2341M [03/14 13:04:53 d2.utils.events]:  eta: 0:29:46 iter: 79959 total_loss: 0.459 loss_cls: 0.07887 loss_box_reg: 0.2056 loss_mask: 0.1419 loss_rpn_cls: 0.003098 loss_rpn_loc: 0.02184 time: 0.1771 data_time: 0.0102 lr: 0.00025 max_mem: 2341M [03/14 13:04:57 d2.utils.events]:  eta: 0:29:44 iter: 79979 total_loss: 0.4429 loss_cls: 0.06354 loss_box_reg: 0.1854 loss_mask: 0.1446 loss_rpn_cls: 0.002494 loss_rpn_loc: 0.01889 time: 0.1771 data_time: 0.0104 lr: 0.00025 max_mem: 2341M [03/14 13:05:00 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0079999.pth [03/14 13:05:03 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.15 seconds. [03/14 13:05:03 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 13:05:03 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 13:05:03 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 13:05:03 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 13:05:03 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 13:05:04 d2.evaluation.evaluator]: Start inference on 645 images [03/14 13:05:12 d2.evaluation.evaluator]: Inference done 11/645. 0.0443 s / img. ETA=0:00:31 [03/14 13:05:17 d2.evaluation.evaluator]: Inference done 113/645. 0.0438 s / img. ETA=0:00:26 [03/14 13:05:22 d2.evaluation.evaluator]: Inference done 216/645. 0.0435 s / img. ETA=0:00:20 [03/14 13:05:27 d2.evaluation.evaluator]: Inference done 318/645. 0.0436 s / img. ETA=0:00:16 [03/14 13:05:32 d2.evaluation.evaluator]: Inference done 419/645. 0.0437 s / img. ETA=0:00:11 [03/14 13:05:37 d2.evaluation.evaluator]: Inference done 521/645. 0.0437 s / img. ETA=0:00:06 [03/14 13:05:42 d2.evaluation.evaluator]: Inference done 621/645. 0.0437 s / img. ETA=0:00:01 [03/14 13:05:44 d2.evaluation.evaluator]: Total inference time: 0:00:31.801057 (0.049689 s / img per device, on 1 devices) [03/14 13:05:44 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.043721 s / img per device, on 1 devices) [03/14 13:05:44 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 13:05:44 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 13:05:44 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 13:05:44 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 13:05:44 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.25 seconds. [03/14 13:05:44 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:05:44 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.167 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.296 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.173 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.096 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.219 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.176 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.128 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.132 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.307 [03/14 13:05:44 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:-----:|:------:| | 16.651 | 29.579 | 17.336 | 11.606 | 9.551 | 21.868 | [03/14 13:05:44 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 24.842 | books | 5.439 | chair | 17.708 | | furniture | 4.695 | painting | 36.582 | sofa | 16.032 | | table | 8.088 | tv | 17.100 | window | 19.376 | Loading and preparing results... DONE (t=0.06s) creating index... index created! [03/14 13:05:44 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 13:05:46 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.09 seconds. [03/14 13:05:46 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:05:46 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.03 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.138 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.253 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.140 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.045 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.068 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.153 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.204 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.114 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.261 [03/14 13:05:46 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 13.788 | 25.319 | 13.951 | 4.488 | 6.830 | 19.371 | [03/14 13:05:46 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 17.740 | books | 4.935 | chair | 8.747 | | furniture | 3.817 | painting | 38.566 | sofa | 8.594 | | table | 2.811 | tv | 19.524 | window | 19.360 | [03/14 13:05:46 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 13:05:46 d2.evaluation.testing]: copypaste: Task: bbox [03/14 13:05:46 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:05:46 d2.evaluation.testing]: copypaste: 16.6514,29.5794,17.3356,11.6058,9.5515,21.8675 [03/14 13:05:46 d2.evaluation.testing]: copypaste: Task: segm [03/14 13:05:46 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:05:46 d2.evaluation.testing]: copypaste: 13.7882,25.3188,13.9506,4.4883,6.8299,19.3711 [03/14 13:05:46 d2.utils.events]:  eta: 0:29:40 iter: 79999 total_loss: 0.4055 loss_cls: 0.0768 loss_box_reg: 0.1769 loss_mask: 0.1292 loss_rpn_cls: 0.002282 loss_rpn_loc: 0.01953 time: 0.1771 data_time: 0.0093 lr: 0.00025 max_mem: 2341M [03/14 13:05:49 d2.utils.events]:  eta: 0:29:38 iter: 80019 total_loss: 0.4759 loss_cls: 0.07318 loss_box_reg: 0.202 loss_mask: 0.1623 loss_rpn_cls: 0.001387 loss_rpn_loc: 0.02641 time: 0.1771 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:05:53 d2.utils.events]:  eta: 0:29:35 iter: 80039 total_loss: 0.4854 loss_cls: 0.09133 loss_box_reg: 0.2 loss_mask: 0.1684 loss_rpn_cls: 0.00184 loss_rpn_loc: 0.02065 time: 0.1771 data_time: 0.0109 lr: 2.5e-05 max_mem: 2341M [03/14 13:05:56 d2.utils.events]:  eta: 0:29:31 iter: 80059 total_loss: 0.4682 loss_cls: 0.05717 loss_box_reg: 0.2004 loss_mask: 0.1589 loss_rpn_cls: 0.001514 loss_rpn_loc: 0.01883 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:00 d2.utils.events]:  eta: 0:29:26 iter: 80079 total_loss: 0.4308 loss_cls: 0.08234 loss_box_reg: 0.1831 loss_mask: 0.1373 loss_rpn_cls: 0.002441 loss_rpn_loc: 0.01649 time: 0.1771 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:04 d2.utils.events]:  eta: 0:29:24 iter: 80099 total_loss: 0.426 loss_cls: 0.06632 loss_box_reg: 0.2039 loss_mask: 0.1554 loss_rpn_cls: 0.001375 loss_rpn_loc: 0.02248 time: 0.1771 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:07 d2.utils.events]:  eta: 0:29:19 iter: 80119 total_loss: 0.4151 loss_cls: 0.06558 loss_box_reg: 0.1874 loss_mask: 0.1308 loss_rpn_cls: 0.002671 loss_rpn_loc: 0.01652 time: 0.1771 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:11 d2.utils.events]:  eta: 0:29:14 iter: 80139 total_loss: 0.4492 loss_cls: 0.08059 loss_box_reg: 0.2035 loss_mask: 0.1529 loss_rpn_cls: 0.001237 loss_rpn_loc: 0.01867 time: 0.1771 data_time: 0.0101 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:14 d2.utils.events]:  eta: 0:29:11 iter: 80159 total_loss: 0.4006 loss_cls: 0.06085 loss_box_reg: 0.1792 loss_mask: 0.1359 loss_rpn_cls: 0.001793 loss_rpn_loc: 0.01825 time: 0.1771 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:18 d2.utils.events]:  eta: 0:29:05 iter: 80179 total_loss: 0.3576 loss_cls: 0.04207 loss_box_reg: 0.1564 loss_mask: 0.1203 loss_rpn_cls: 0.001361 loss_rpn_loc: 0.01497 time: 0.1771 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:21 d2.utils.events]:  eta: 0:29:01 iter: 80199 total_loss: 0.4434 loss_cls: 0.05466 loss_box_reg: 0.2073 loss_mask: 0.1499 loss_rpn_cls: 0.00164 loss_rpn_loc: 0.0248 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:25 d2.utils.events]:  eta: 0:28:57 iter: 80219 total_loss: 0.4366 loss_cls: 0.06648 loss_box_reg: 0.173 loss_mask: 0.1505 loss_rpn_cls: 0.002539 loss_rpn_loc: 0.01751 time: 0.1771 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:28 d2.utils.events]:  eta: 0:28:53 iter: 80239 total_loss: 0.435 loss_cls: 0.06153 loss_box_reg: 0.1912 loss_mask: 0.1494 loss_rpn_cls: 0.002454 loss_rpn_loc: 0.0167 time: 0.1771 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:32 d2.utils.events]:  eta: 0:28:49 iter: 80259 total_loss: 0.387 loss_cls: 0.04233 loss_box_reg: 0.1791 loss_mask: 0.156 loss_rpn_cls: 0.003388 loss_rpn_loc: 0.02324 time: 0.1771 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:35 d2.utils.events]:  eta: 0:28:44 iter: 80279 total_loss: 0.4596 loss_cls: 0.06804 loss_box_reg: 0.1878 loss_mask: 0.1608 loss_rpn_cls: 0.00271 loss_rpn_loc: 0.01763 time: 0.1771 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:39 d2.utils.events]:  eta: 0:28:40 iter: 80299 total_loss: 0.4008 loss_cls: 0.06779 loss_box_reg: 0.1802 loss_mask: 0.1298 loss_rpn_cls: 0.001157 loss_rpn_loc: 0.01451 time: 0.1771 data_time: 0.0085 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:42 d2.utils.events]:  eta: 0:28:35 iter: 80319 total_loss: 0.4204 loss_cls: 0.0846 loss_box_reg: 0.1897 loss_mask: 0.1297 loss_rpn_cls: 0.003107 loss_rpn_loc: 0.01949 time: 0.1771 data_time: 0.0105 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:46 d2.utils.events]:  eta: 0:28:32 iter: 80339 total_loss: 0.4005 loss_cls: 0.04548 loss_box_reg: 0.1532 loss_mask: 0.1431 loss_rpn_cls: 0.002397 loss_rpn_loc: 0.01757 time: 0.1771 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:50 d2.utils.events]:  eta: 0:28:29 iter: 80359 total_loss: 0.4094 loss_cls: 0.04255 loss_box_reg: 0.1892 loss_mask: 0.1396 loss_rpn_cls: 0.002936 loss_rpn_loc: 0.02377 time: 0.1771 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:53 d2.utils.events]:  eta: 0:28:26 iter: 80379 total_loss: 0.4814 loss_cls: 0.07623 loss_box_reg: 0.1872 loss_mask: 0.1455 loss_rpn_cls: 0.003845 loss_rpn_loc: 0.02668 time: 0.1771 data_time: 0.0102 lr: 2.5e-05 max_mem: 2341M [03/14 13:06:57 d2.utils.events]:  eta: 0:28:24 iter: 80399 total_loss: 0.4264 loss_cls: 0.0784 loss_box_reg: 0.1896 loss_mask: 0.1438 loss_rpn_cls: 0.001306 loss_rpn_loc: 0.02 time: 0.1771 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:00 d2.utils.events]:  eta: 0:28:20 iter: 80419 total_loss: 0.4491 loss_cls: 0.06549 loss_box_reg: 0.1849 loss_mask: 0.1516 loss_rpn_cls: 0.002036 loss_rpn_loc: 0.02368 time: 0.1771 data_time: 0.0102 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:04 d2.utils.events]:  eta: 0:28:14 iter: 80439 total_loss: 0.4667 loss_cls: 0.05227 loss_box_reg: 0.204 loss_mask: 0.1729 loss_rpn_cls: 0.002315 loss_rpn_loc: 0.02393 time: 0.1771 data_time: 0.0107 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:07 d2.utils.events]:  eta: 0:28:11 iter: 80459 total_loss: 0.4353 loss_cls: 0.07253 loss_box_reg: 0.1921 loss_mask: 0.1427 loss_rpn_cls: 0.001448 loss_rpn_loc: 0.0193 time: 0.1771 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:11 d2.utils.events]:  eta: 0:28:07 iter: 80479 total_loss: 0.4368 loss_cls: 0.0627 loss_box_reg: 0.1933 loss_mask: 0.1623 loss_rpn_cls: 0.002723 loss_rpn_loc: 0.02513 time: 0.1771 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:14 d2.utils.events]:  eta: 0:28:02 iter: 80499 total_loss: 0.3908 loss_cls: 0.03996 loss_box_reg: 0.1758 loss_mask: 0.137 loss_rpn_cls: 0.003556 loss_rpn_loc: 0.01558 time: 0.1771 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:18 d2.utils.events]:  eta: 0:28:00 iter: 80519 total_loss: 0.4668 loss_cls: 0.05266 loss_box_reg: 0.1966 loss_mask: 0.1573 loss_rpn_cls: 0.001245 loss_rpn_loc: 0.02011 time: 0.1771 data_time: 0.0109 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:22 d2.utils.events]:  eta: 0:27:56 iter: 80539 total_loss: 0.4173 loss_cls: 0.05598 loss_box_reg: 0.1896 loss_mask: 0.1646 loss_rpn_cls: 0.001971 loss_rpn_loc: 0.01876 time data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:25] d2.utils.events INFO: eta: 0:27:52 iter: 80559 total_loss: 0.4302 loss_cls: 0.07455 loss_box_reg: 0.1994 loss_mask: 0.1515 loss_rpn_cls: 0.001598 loss_rpn_loc: 0.01748 time: 0.1771 data_time: 0.0109 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:29] d2.utils.events INFO: eta: 0:27:48 iter: 80579 total_loss: 0.413 loss_cls: 0.05204 loss_box_reg: 0.182 loss_mask: 0.1482 loss_rpn_cls: 0.002462 loss_rpn_loc: 0.02096 time: 0.1771 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:32] d2.utils.events INFO: eta: 0:27:45 iter: 80599 total_loss: 0.3745 loss_cls: 0.04605 loss_box_reg: 0.1718 loss_mask: 0.1295 loss_rpn_cls: 0.002086 loss_rpn_loc: 0.01711 time: 0.1771 data_time: 0.0101 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:36] d2.utils.events INFO: eta: 0:27:42 iter: 80619 total_loss: 0.4583 loss_cls: 0.04822 loss_box_reg: 0.1945 loss_mask: 0.1449 loss_rpn_cls: 0.002233 loss_rpn_loc: 0.02071 time: 0.1771 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:40] d2.utils.events INFO: eta: 0:27:42 iter: 80639 total_loss: 0.3936 loss_cls: 0.06159 loss_box_reg: 0.1639 loss_mask: 0.1344 loss_rpn_cls: 0.002095 loss_rpn_loc: 0.01789 time: 0.1771 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:43] d2.utils.events INFO: eta: 0:27:37 iter: 80659 total_loss: 0.441 loss_cls: 0.06038 loss_box_reg: 0.1905 loss_mask: 0.1427 loss_rpn_cls: 0.001938 loss_rpn_loc: 0.02365 time: 0.1771 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:47] d2.utils.events INFO: eta: 0:27:33 iter: 80679 total_loss: 0.345 loss_cls: 0.04629 loss_box_reg: 0.1572 loss_mask: 0.1304 loss_rpn_cls: 0.001309 loss_rpn_loc: 0.01777 time: 0.1771 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:50] d2.utils.events INFO: eta: 0:27:31 iter: 80699 total_loss: 0.42 loss_cls: 0.05529 loss_box_reg: 0.1807 loss_mask: 0.1408 loss_rpn_cls: 0.002261 loss_rpn_loc: 0.02728 time: 0.1771 data_time: 0.0103 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:54] d2.utils.events INFO: eta: 0:27:26 iter: 80719 total_loss: 0.4013 loss_cls: 0.05549 loss_box_reg: 0.1679 loss_mask: 0.1505 loss_rpn_cls: 0.003702 loss_rpn_loc: 0.01605 time: 0.1771 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:07:57] d2.utils.events INFO: eta: 0:27:22 iter: 80739 total_loss: 0.469 loss_cls: 0.08585 loss_box_reg: 0.2024 loss_mask: 0.1759 loss_rpn_cls: 0.002267 loss_rpn_loc: 0.01888 time: 0.1771 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:01] d2.utils.events INFO: eta: 0:27:18 iter: 80759 total_loss: 0.4111 loss_cls: 0.05189 loss_box_reg: 0.1655 loss_mask: 0.1441 loss_rpn_cls: 0.00247 loss_rpn_loc: 0.02184 time: 0.1771 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:04] d2.utils.events INFO: eta: 0:27:13 iter: 80779 total_loss: 0.4565 loss_cls: 0.05375 loss_box_reg: 0.1892 loss_mask: 0.1448 loss_rpn_cls: 0.002804 loss_rpn_loc: 0.01884 time: 0.1771 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:08] d2.utils.events INFO: eta: 0:27:10 iter: 80799 total_loss: 0.4164 loss_cls: 0.05493 loss_box_reg: 0.1687 loss_mask: 0.1402 loss_rpn_cls: 0.002227 loss_rpn_loc: 0.02271 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:12] d2.utils.events INFO: eta: 0:27:06 iter: 80819 total_loss: 0.4705 loss_cls: 0.06797 loss_box_reg: 0.1956 loss_mask: 0.1577 loss_rpn_cls: 0.001793 loss_rpn_loc: 0.02338 time: 0.1771 data_time: 0.0110 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:15] d2.utils.events INFO: eta: 0:27:05 iter: 80839 total_loss: 0.4402 loss_cls: 0.07779 loss_box_reg: 0.1766 loss_mask: 0.1531 loss_rpn_cls: 0.003977 loss_rpn_loc: 0.02299 time: 0.1771 data_time: 0.0105 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:19] d2.utils.events INFO: eta: 0:27:01 iter: 80859 total_loss: 0.3942 loss_cls: 0.04979 loss_box_reg: 0.1686 loss_mask: 0.1294 loss_rpn_cls: 0.002161 loss_rpn_loc: 0.02185 time: 0.1771 data_time: 0.0091 lr:s: 0.002161 loss_rpn_loc: 0.02185 time: 0.1771 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:22 d2.utils.events]:  eta: 0:26:56 iter: 80879 total_loss: 0.4313 loss_cls: 0.06807 loss_box_reg: 0.1911 loss_mask: 0.156 loss_rpn_cls: 0.003689 loss_rpn_loc: 0.01836 time: 0.1771 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:26 d2.utils.events]:  eta: 0:26:52 iter: 80899 total_loss: 0.3907 loss_cls: 0.06024 loss_box_reg: 0.1561 loss_mask: 0.1303 loss_rpn_cls: 0.002561 loss_rpn_loc: 0.01901 time: 0.1771 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:30 d2.utils.events]:  eta: 0:26:48 iter: 80919 total_loss: 0.4766 loss_cls: 0.06934 loss_box_reg: 0.206 loss_mask: 0.1445 loss_rpn_cls: 0.003525 loss_rpn_loc: 0.02782 time: 0.1771 data_time: 0.0103 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:33 d2.utils.events]:  eta: 0:26:46 iter: 80939 total_loss: 0.4193 loss_cls: 0.05664 loss_box_reg: 0.1822 loss_mask: 0.1502 loss_rpn_cls: 0.002823 loss_rpn_loc: 0.02175 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:37 d2.utils.events]:  eta: 0:26:44 iter: 80959 total_loss: 0.4018 loss_cls: 0.05636 loss_box_reg: 0.1722 loss_mask: 0.1403 loss_rpn_cls: 0.002178 loss_rpn_loc: 0.01729 time: 0.1771 data_time: 0.0101 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:40 d2.utils.events]:  eta: 0:26:40 iter: 80979 total_loss: 0.3633 loss_cls: 0.0386 loss_box_reg: 0.1562 loss_mask: 0.1339 loss_rpn_cls: 0.002183 loss_rpn_loc: 0.01779 time: 0.1771 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:44 d2.utils.events]:  eta: 0:26:36 iter: 80999 total_loss: 0.4799 loss_cls: 0.08679 loss_box_reg: 0.184 loss_mask: 0.1693 loss_rpn_cls: 0.001537 loss_rpn_loc: 0.0236 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:47 d2.utils.events]:  eta: 0:26:33 iter: 81019 total_loss: 0.3761 loss_cls: 0.03401 loss_box_reg: 0.1658 loss_mask: 0.1376 loss_rpn_cls: 0.00235 loss_rpn_loc: 0.01418 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:51 d2.utils.events]:  eta: 0:26:30 iter: 81039 total_loss: 0.4346 loss_cls: 0.06968 loss_box_reg: 0.1799 loss_mask: 0.1561 loss_rpn_cls: 0.001554 loss_rpn_loc: 0.02373 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:54 d2.utils.events]:  eta: 0:26:28 iter: 81059 total_loss: 0.4304 loss_cls: 0.05062 loss_box_reg: 0.1781 loss_mask: 0.1434 loss_rpn_cls: 0.003427 loss_rpn_loc: 0.02178 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:08:58 d2.utils.events]:  eta: 0:26:27 iter: 81079 total_loss: 0.4068 loss_cls: 0.0631 loss_box_reg: 0.1732 loss_mask: 0.1482 loss_rpn_cls: 0.002319 loss_rpn_loc: 0.02355 time: 0.1771 data_time: 0.0111 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:02 d2.utils.events]:  eta: 0:26:24 iter: 81099 total_loss: 0.5036 loss_cls: 0.09471 loss_box_reg: 0.2154 loss_mask: 0.154 loss_rpn_cls: 0.003159 loss_rpn_loc: 0.02398 time: 0.1771 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:05 d2.utils.events]:  eta: 0:26:18 iter: 81119 total_loss: 0.3924 loss_cls: 0.05281 loss_box_reg: 0.1806 loss_mask: 0.1348 loss_rpn_cls: 0.002701 loss_rpn_loc: 0.01612 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:09 d2.utils.events]:  eta: 0:26:13 iter: 81139 total_loss: 0.4275 loss_cls: 0.05702 loss_box_reg: 0.1845 loss_mask: 0.145 loss_rpn_cls: 0.001808 loss_rpn_loc: 0.01989 time: 0.1771 data_time: 0.0101 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:13 d2.utils.events]:  eta: 0:26:09 iter: 81159 total_loss: 0.4451 loss_cls: 0.07576 loss_box_reg: 0.2008 loss_mask: 0.1498 loss_rpn_cls: 0.002972 loss_rpn_loc: 0.0189 time: 0.1771 data_time: 0.0105 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:16 d2.utils.events]:  eta: 0:26:09 iter: 81179 total_loss: 0.4693 loss_cls: 0.0808 loss_box_reg: 0: 0.1691 loss_rpn_cls: 0.001842 loss_rpn_loc: 0.02559 time: 0.1771 data_time: 0.0111 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:20] d2.utils.events INFO: eta: 0:26:06 iter: 81199 total_loss: 0.422 loss_cls: 0.05807 loss_box_reg: 0.1821 loss_mask: 0.1321 loss_rpn_cls: 0.001859 loss_rpn_loc: 0.01909 time: 0.1771 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:23] d2.utils.events INFO: eta: 0:26:03 iter: 81219 total_loss: 0.4499 loss_cls: 0.06968 loss_box_reg: 0.1854 loss_mask: 0.1407 loss_rpn_cls: 0.002805 loss_rpn_loc: 0.02288 time: 0.1771 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:09:27] 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[03/14 1d2.utils.events INFO: eta: 0:23:22 iter: 82139 total_loss: 0.4192 loss_cls: 0.0797 loss_box_reg: 0.1865 loss_mask: 0.143 loss_rpn_cls: 0.002856 loss_rpn_loc: 0.02413 time: 0.1771 data_time: 0.0103 lr: 2.5e-05 max_mem: 2341M [03/14 13:12:11] d2.utils.events INFO: eta: 0:23:17 iter: 82159 total_loss: 0.4056 loss_cls: 0.05749 loss_box_reg: 0.1795 loss_mask: 0.1467 loss_rpn_cls: 0.003158 loss_rpn_loc: 0.024 time: 0.1771 data_time: 0.0110 lr: 2.5e-05 max_mem: 2341M [03/14 13:12:15] d2.utils.events INFO: eta: 0:23:12 iter: 82179 total_loss: 0.3839 loss_cls: 0.06458 loss_box_reg: 0.1761 loss_mask: 0.1319 loss_rpn_cls: 0.001397 loss_rpn_loc: 0.01272 time: 0.1771 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:12:18] d2.utils.events INFO: eta: 0:23:07 iter: 82199 total_loss: 0.413 loss_cls: 0.08605 loss_box_reg: 0.1867 loss_mask: 0.1312 loss_rpn_cls: 0.001993 loss_rpn_loc: 0.02388 time: 0.1771 data_time: 0.0101 lr: 2.5e-05 max_mem: 2341M [03/14 13:12:22] d2.utils.events INFO: 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0.1864 loss_mask: 0.1683 loss_rpn_cls: 0.001219 loss_rpn_loc: 0.01786 time: 0.1771 data_time: 0.0102 lr: 2.5e-05 max_mem: 2341M [03/14 13:13:23 d2.utils.events]:  eta: 0:21:59 iter: 82559 total_loss: 0.3943 loss_cls: 0.0618 loss_box_reg: 0.1766 loss_mask: 0.1394 loss_rpn_cls: 0.002162 loss_rpn_loc: 0.02037 time: 0.1771 data_time: 0.0109 lr: 2.5e-05 max_mem: 2341M [03/14 13:13:26 d2.utils.events]:  eta: 0:21:56 iter: 82579 total_loss: 0.3865 loss_cls: 0.05415 loss_box_reg: 0.1661 loss_mask: 0.1404 loss_rpn_cls: 0.001687 loss_rpn_loc: 0.01878 time: 0.1771 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:13:30 d2.utils.events]:  eta: 0:21:51 iter: 82599 total_loss: 0.4452 loss_cls: 0.07121 loss_box_reg: 0.1701 loss_mask: 0.1599 loss_rpn_cls: 0.002552 loss_rpn_loc: 0.02116 time: 0.1771 data_time: 0.0101 lr: 2.5e-05 max_mem: 2341M [03/14 13:13:33 d2.utils.events]:  eta: 0:21:47 iter: 82619 total_loss: 0.4631 loss_cls: 0.08313 loss_box_reg: 0.1893 loss_mask: 0.1421 loss_rpn_cls: 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[03/14 13:15:05] d2.utils.events INFO: eta: 0:20:14 iter: 83139 total_loss: 0.4163 loss_cls: 0.05897 loss_box_reg: 0.1919 loss_mask: 0.1558 loss_rpn_cls: 0.002234 loss_rpn_loc: 0.02095 time: 0.1771 data_time: 0.0092 lr: 2.5e-05 max_mem: 2341M [03/14 13:15:08] d2.utils.events INFO: eta: 0:20:10 iter: 83159 total_loss: 0.3952 loss_cls: 0.06236 loss_box_reg: 0.1511 loss_mask: 0.1351 loss_rpn_cls: 0.00138 loss_rpn_loc: 0.01516 time: 0.1771 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:15:12] d2.utils.events INFO: eta: 0:20:07 iter: 83179 total_loss: 0.3711 loss_cls: 0.0506 loss_box_reg: 0.1596 loss_mask: 0.1297 loss_rpn_cls: 0.001084 loss_rpn_loc: 0.01577 time: 0.1771 data_time: 0.0086 lr: 2.5e-05 max_mem: 2341M [03/14 13:15:15] d2.utils.events INFO: eta: 0:20:03 iter: 83199 total_loss: 0.3761 loss_cls: 0.0453 loss_box_reg: 0.1695 loss_mask: 0.1395 loss_rpn_cls: 0.001306 loss_rpn_loc: 0.0161 time: 0.1771 data_time: 0.0090 lr: 2.5e-05 max_mem: 2341M [03/14 13:15:19] d2.utils.events 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loss_rpn_cls: 0.00166 loss_rpn_loc: 0.02313 time: 0.1770 data_time: 0.0086 lr: 2.5e-05 max_mem: 2341M [03/14 13:19:50 d2.utils.events]:  eta: 0:14:56 iter: 84799 total_loss: 0.4168 loss_cls: 0.05893 loss_box_reg: 0.1949 loss_mask: 0.1639 loss_rpn_cls: 0.001472 loss_rpn_loc: 0.02088 time: 0.1770 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:19:54 d2.utils.events]:  eta: 0:14:53 iter: 84819 total_loss: 0.4453 loss_cls: 0.0654 loss_box_reg: 0.1853 loss_mask: 0.1637 loss_rpn_cls: 0.00355 loss_rpn_loc: 0.01767 time: 0.1770 data_time: 0.0100 lr: 2.5e-05 max_mem: 2341M [03/14 13:19:57 d2.utils.events]:  eta: 0:14:50 iter: 84839 total_loss: 0.4318 loss_cls: 0.0761 loss_box_reg: 0.1871 loss_mask: 0.1557 loss_rpn_cls: 0.001817 loss_rpn_loc: 0.02261 time: 0.1770 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:01 d2.utils.events]:  eta: 0:14:47 iter: 84859 total_loss: 0.412 loss_cls: 0.07847 loss_box_reg: 0.1752 loss_mask: 0.1451 loss_rpn_cls: 0.001565 loss_rpn_loc: 0.01822 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:04 d2.utils.events]:  eta: 0:14:44 iter: 84879 total_loss: 0.4035 loss_cls: 0.06322 loss_box_reg: 0.1683 loss_mask: 0.1312 loss_rpn_cls: 0.002254 loss_rpn_loc: 0.01723 time: 0.1769 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:08 d2.utils.events]:  eta: 0:14:41 iter: 84899 total_loss: 0.4273 loss_cls: 0.06842 loss_box_reg: 0.1983 loss_mask: 0.1445 loss_rpn_cls: 0.004135 loss_rpn_loc: 0.02592 time: 0.1769 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:11 d2.utils.events]:  eta: 0:14:37 iter: 84919 total_loss: 0.3595 loss_cls: 0.05177 loss_box_reg: 0.1589 loss_mask: 0.1382 loss_rpn_cls: 0.001927 loss_rpn_loc: 0.0165 time: 0.1769 data_time: 0.0085 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:15 d2.utils.events]:  eta: 0:14:33 iter: 84939 total_loss: 0.4366 loss_cls: 0.059 loss_box_reg: 0.192 loss_mask: 0.1461 loss_rpn_cls: 0.001899 loss_rpn_loc: 0.02124 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:18 d2.utils.events]:  eta: 0:14:29 iter: 84959 total_loss: 0.4574 loss_cls: 0.05943 loss_box_reg: 0.1965 loss_mask: 0.1464 loss_rpn_cls: 0.002666 loss_rpn_loc: 0.02319 time: 0.1769 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:22 d2.utils.events]:  eta: 0:14:26 iter: 84979 total_loss: 0.3916 loss_cls: 0.06596 loss_box_reg: 0.1719 loss_mask: 0.1159 loss_rpn_cls: 0.00148 loss_rpn_loc: 0.01565 time: 0.1769 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:20:25 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0084999.pth [03/14 13:20:27 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.03 seconds. [03/14 13:20:27 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 13:20:28 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 13:20:28 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 13:20:28 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 13:20:28 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 13:20:29 d2.evaluation.evaluator]: Start inference on 645 images [03/14 13:20:36 d2.evaluation.evaluator]: Inference done 11/645. 0.0436 s / img. ETA=0:00:31 [03/14 13:20:41 d2.evaluation.evaluator]: Inference done 116/645. 0.0428 s / img. ETA=0:00:25 [03/14 13:20:46 d2.evaluation.evaluator]: Inference done 220/645. 0.0429 s / img. ETA=0:00:20 [03/14 13:20:51 d2.evaluation.evaluator]: Inference done 325/645. 0.0429 s / img. ETA=0:00:15 [03/14 13:20:56 d2.evaluation.evaluator]: Inference done 429/645. 0.0429 s / img. ETA=0:00:10 [03/14 13:21:01 d2.evaluation.evaluator]: Inference done 533/645. 0.0429 s / img. ETA=0:00:05 [03/14 13:21:06 d2.evaluation.evaluator]: Inference done 637/645. 0.0429 s / img. ETA=0:00:00 [03/14 13:21:07 d2.evaluation.evaluator]: Total inference time: 0:00:30.996130 (0.048431 s / img per device, on 1 devices) [03/14 13:21:07 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042887 s / img per device, on 1 devices) [03/14 13:21:07 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 13:21:07 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 13:21:07 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 13:21:07 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 13:21:07 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.23 seconds. [03/14 13:21:07 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:21:07 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.03 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.172 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.179 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.105 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.219 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.251 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.156 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.311 [03/14 13:21:07 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 17.206 | 30.482 | 17.917 | 13.428 | 10.474 | 21.926 | [03/14 13:21:07 | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.049 | books | 5.291 | chair | 9.343 | | furniture | 4.127 | painting | 39.401 | sofa | 9.072 | | table | 2.906 | tv | 19.694 | window | 20.272 | [03/14 13:21:09] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/14 13:21:09] d2.evaluation.testing INFO: copypaste: Task: bbox [03/14 13:21:09] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:21:09] d2.evaluation.testing INFO: copypaste: 17.2060,30.4815,17.9168,13.4279,10.4737,21.9263 [03/14 13:21:09] d2.evaluation.testing INFO: copypaste: Task: segm [03/14 13:21:09] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:21:09] d2.evaluation.testing INFO: copypaste: 14.2393,26.3520,14.4216,4.7679,7.4974,19.5892 [03/14 13:21:09] d2.utils.events INFO: eta: 0:14:23 iter: 84999 total_loss: 0.4169 loss_cls: 0.05336 loss_box_reg: 0.1776 loss_mask: 0.1493 loss_rpn_cls: 0.001589 loss_rpn_loc: 0.01945 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:12] d2.utils.events INFO: eta: 0:14:20 iter: 85019 total_loss: 0.4038 loss_cls: 0.07863 loss_box_reg: 0.1732 loss_mask: 0.1429 loss_rpn_cls: 0.002478 loss_rpn_loc: 0.01477 time: 0.1769 data_time: 0.0086 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:16] d2.utils.events INFO: eta: 0:14:16 iter: 85039 total_loss: 0.441 loss_cls: 0.05531 loss_box_reg: 0.1853 loss_mask: 0.1477 loss_rpn_cls: 0.004716 loss_rpn_loc: 0.02938 time: 0.1769 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:19] d2.utils.events INFO: eta: 0:14:13 iter: 85059 total_loss: 0.4675 loss_cls: 0.08103 loss_box_reg: 0.1786 loss_mask: 0.1758 loss_rpn_cls: 0.001972 loss_rpn_loc: 0.01681 time: 0.1769 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:22] d2.utils.events INFO: eta: 0:14:09 iter: 85079 total_loss: 0.378 loss_cls: 0.04661 loss_box_reg: 0.1592 loss_mask: 0.1271 loss_rpn_cls: 0.00313 loss_rpn_loc: 0.01629 time: 0.1769 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:26] d2.utils.events INFO: eta: 0:14:07 iter: 85099 total_loss: 0.4014 loss_cls: 0.05803 loss_box_reg: 0.1874 loss_mask: 0.1352 loss_rpn_cls: 0.003161 loss_rpn_loc: 0.02142 time: 0.1769 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:29] d2.utils.events INFO: eta: 0:14:03 iter: 85119 total_loss: 0.4013 loss_cls: 0.0551 loss_box_reg: 0.1738 loss_mask: 0.1365 loss_rpn_cls: 0.002455 loss_rpn_loc: 0.02024 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:33] d2.utils.events INFO: eta: 0:14:00 iter: 85139 total_loss: 0.396 loss_cls: 0.06253 loss_box_reg: 0.1632 loss_mask: 0.1359 loss_rpn_cls: 0.001862 loss_rpn_loc: 0.01756 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:36] d2.utils.events INFO: eta: 0:13:56 iter: 85159 total_loss: 0.4673 loss_cls: 0.07551 loss_box_reg: 0.19 loss_mask: 0.1574 loss_rpn_cls: 0.003626 loss_rpn_loc: 0.02473 time: 0.1769 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M loss_cls: 0.05336 loss_box_reg: 0.1776 loss_mask: 0.1493 loss_rpn_cls: 0.001589 loss_rpn_loc: 0.01945 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:12 d2.utils.events]:  eta: 0:14:20 iter: 85019 total_loss: 0.4038 loss_cls: 0.07863 loss_box_reg: 0.1732 loss_mask: 0.1429 loss_rpn_cls: 0.002478 loss_rpn_loc: 0.01477 time: 0.1769 data_time: 0.0086 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:16 d2.utils.events]:  eta: 0:14:16 iter: 85039 total_loss: 0.441 loss_cls: 0.05531 loss_box_reg: 0.1853 loss_mask: 0.1477 loss_rpn_cls: 0.004716 loss_rpn_loc: 0.02938 time: 0.1769 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:19 d2.utils.events]:  eta: 0:14:13 iter: 85059 total_loss: 0.4675 loss_cls: 0.08103 loss_box_reg: 0.1786 loss_mask: 0.1758 loss_rpn_cls: 0.001972 loss_rpn_loc: 0.01681 time: 0.1769 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:22 d2.utils.events]:  eta: 0:14:09 iter: 85079 total_loss: 0.378 loss_cls: 0.04661 loss_box_reg: 0.1592 loss_mask: 0.1271 loss_rpn_cls: 0.00313 loss_rpn_loc: 0.01629 time: 0.1769 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:26 d2.utils.events]:  eta: 0:14:07 iter: 85099 total_loss: 0.4014 loss_cls: 0.05803 loss_box_reg: 0.1874 loss_mask: 0.1352 loss_rpn_cls: 0.003161 loss_rpn_loc: 0.02142 time: 0.1769 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:29 d2.utils.events]:  eta: 0:14:03 iter: 85119 total_loss: 0.4013 loss_cls: 0.0551 loss_box_reg: 0.1738 loss_mask: 0.1365 loss_rpn_cls: 0.002455 loss_rpn_loc: 0.02024 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:33 d2.utils.events]:  eta: 0:14:00 iter: 85139 total_loss: 0.396 loss_cls: 0.06253 loss_box_reg: 0.1632 loss_mask: 0.1359 loss_rpn_cls: 0.001862 loss_rpn_loc: 0.01756 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:36 d2.utils.events]:  eta: 0:13:56 iter: 85159 total_loss: 0.4673 loss_cls: 0.07551 loss_box_reg: 0.19 loss_mask: 0.1574 loss_rpn_cls: 0.003626 loss_rpn_loc: 0.02473 time: 0.1769 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:40 d2.utils.events]:  eta: 0:13:52 iter: 85179 total_loss: 0.3874 loss_cls: 0.07509 loss_box_reg: 0.1829 loss_mask: 0.1407 loss_rpn_cls: 0.001956 loss_rpn_loc: 0.0194 time: 0.1769 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:43 d2.utils.events]:  eta: 0:13:48 iter: 85199 total_loss: 0.4736 loss_cls: 0.06474 loss_box_reg: 0.2103 loss_mask: 0.169 loss_rpn_cls: 0.001694 loss_rpn_loc: 0.02301 time: 0.1769 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:46 d2.utils.events]:  eta: 0:13:44 iter: 85219 total_loss: 0.3936 loss_cls: 0.04675 loss_box_reg: 0.1819 loss_mask: 0.1296 loss_rpn_cls: 0.001428 loss_rpn_loc: 0.01623 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:50 d2.utils.events]:  eta: 0:13:40 iter: 85239 total_loss: 0.4649 loss_cls: 0.07313 loss_box_reg: 0.2151 loss_mask: 0.1636 loss_rpn_cls: 0.002008 loss_rpn_loc: 0.02749 time: 0.1769 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:53 d2.utils.events]:  eta: 0:13:36 iter: 85259 total_loss: 0.4468 loss_cls: 0.06848 loss_box_reg: 0.1983 loss_mask: 0.1427 loss_rpn_cls: 0.001727 loss_rpn_loc: 0.01498 time: 0.1769 data_time: 0.0086 lr: 2.5e-05 max_mem: 2341M [03/14 13:21:56 d2.utils.events]:  eta: 0:13:33 iter: 85279 total_loss: 0.399 loss_cls: 0.04714 loss_box_reg: 0.19 loss_mask: 0.1296 loss_rpn_cls: 0.001982 loss_rpn_loc: 0.01693 time: 0.1769 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:00 d2.utils.events]:  eta: 0:13:29 iter: 85299 total_loss: 0.3868 loss_cls: 0.05538 loss_box_reg: 0.175 loss_mask: 0.1315 loss_rpn_cls: 0.003339 loss_rpn_loc: 0.01848 time: 0.1769 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:03 d2.utils.events]:  eta: 0:13:26 iter: 85319 total_loss: 0.4446 loss_cls: 0.07234 loss_box_reg: 0.1788 loss_mask: 0.1464 loss_rpn_cls: 0.003221 loss_rpn_loc: 0.02322 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:07 d2.utils.events]:  eta: 0:13:22 iter: 85339 total_loss: 0.4133 loss_cls: 0.07521 loss_box_reg: 0.1899 loss_mask: 0.1359 loss_rpn_cls: 0.001987 loss_rpn_loc: 0.01993 time: 0.1769 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:10 d2.utils.events]:  eta: 0:13:18 iter: 85359 total_loss: 0.4523 loss_cls: 0.06303 loss_box_reg: 0.1995 loss_mask: 0.1442 loss_rpn_cls: 0.001865 loss_rpn_loc: 0.02146 time: 0.1769 data_time: 0.0081 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:13 d2.utils.events]:  eta: 0:13:13 iter: 85379 total_loss: 0.3724 loss_cls: 0.03004 loss_box_reg: 0.1741 loss_mask: 0.1436 loss_rpn_cls: 0.: 0.01623 time: 0.1769 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:17] d2.utils.events INFO: eta: 0:13:10 iter: 85399 total_loss: 0.4091 loss_cls: 0.05738 loss_box_reg: 0.1648 loss_mask: 0.1378 loss_rpn_cls: 0.002138 loss_rpn_loc: 0.01687 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:20] d2.utils.events INFO: eta: 0:13:07 iter: 85419 total_loss: 0.4162 loss_cls: 0.06787 loss_box_reg: 0.1872 loss_mask: 0.1487 loss_rpn_cls: 0.0009783 loss_rpn_loc: 0.01614 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:24] d2.utils.events INFO: eta: 0:13:03 iter: 85439 total_loss: 0.3966 loss_cls: 0.05016 loss_box_reg: 0.1822 loss_mask: 0.1533 loss_rpn_cls: 0.00145 loss_rpn_loc: 0.02978 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:27] d2.utils.events INFO: eta: 0:13:01 iter: 85459 total_loss: 0.3988 loss_cls: 0.05283 loss_box_reg: 0.1741 loss_mask: 0.1427 loss_rpn_cls: 0.001451 loss_rpn_loc: 0.02183 time: 0.1769 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:30] d2.utils.events INFO: eta: 0:12:57 iter: 85479 total_loss: 0.4327 loss_cls: 0.07615 loss_box_reg: 0.1798 loss_mask: 0.1414 loss_rpn_cls: 0.001478 loss_rpn_loc: 0.01727 time: 0.1769 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:34] d2.utils.events INFO: eta: 0:12:53 iter: 85499 total_loss: 0.448 loss_cls: 0.07949 loss_box_reg: 0.1942 loss_mask: 0.141 loss_rpn_cls: 0.002697 loss_rpn_loc: 0.02098 time: 0.1769 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:37] d2.utils.events INFO: eta: 0:12:50 iter: 85519 total_loss: 0.4389 loss_cls: 0.06547 loss_box_reg: 0.1806 loss_mask: 0.1329 loss_rpn_cls: 0.00258 loss_rpn_loc: 0.02352 time: 0.1769 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:41] d2.utils.events INFO: eta: 0:12:47 iter: 85539 total_loss: 0.4183 loss_cls: 0.06902 loss_box_reg: 0.1755 loss_mask: 0.1383 loss_rpn_cls: 0.003463 loss_rpn_loc: 0.02495 time: 0.1769 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:44] d2.utils.events INFO: eta: 0:12:43 iter: 85559 total_loss: 0.4141 loss_cls: 0.06198 loss_box_reg: 0.1733 loss_mask: 0.1386 loss_rpn_cls: 0.002066 loss_rpn_loc: 0.01934 time: 0.1769 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:48] d2.utils.events INFO: eta: 0:12:40 iter: 85579 total_loss: 0.403 loss_cls: 0.06164 loss_box_reg: 0.1859 loss_mask: 0.1372 loss_rpn_cls: 0.002543 loss_rpn_loc: 0.02009 time: 0.1769 data_time: 0.0090 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:51] d2.utils.events INFO: eta: 0:12:36 iter: 85599 total_loss: 0.4489 loss_cls: 0.07824 loss_box_reg: 0.1839 loss_mask: 0.134 loss_rpn_cls: 0.001208 loss_rpn_loc: 0.01979 time: 0.1769 data_time: 0.0083 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:55] d2.utils.events INFO: eta: 0:12:33 iter: 85619 total_loss: 0.4374 loss_cls: 0.06971 loss_box_reg: 0.1853 loss_mask: 0.1489 loss_rpn_cls: 0.002638 loss_rpn_loc: 0.01963 time: 0.1769 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:22:58] d2.utils.events INFO: eta: 0:12:29 iter: 85639 total_loss: 0.4596 loss_cls: 0.05873 loss_box_reg: 0.1976 loss_mask: 0.1553 loss_rpn_cls: 0.001595 loss_rpn_loc: 0.0247 time: 0.1769 data_time: 0.0095 lr: 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d2.utils.events]:  eta: 0:04:20 iter: 88479 total_loss: 0.4057 loss_cls: 0.0453 loss_box_reg: 0.1913 loss_mask: 0.1405 loss_rpn_cls: 0.001678 loss_rpn_loc: 0.0164 time: 0.1767 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:31:11 d2.utils.events]:  eta: 0:04:16 iter: 88499 total_loss: 0.454 loss_cls: 0.08142 loss_box_reg: 0.191 loss_mask: 0.1515 loss_rpn_cls: 0.001996 loss_rpn_loc: 0.02288 time: 0.1767 data_time: 0.0092 lr: 2.5e-05 max_mem: 2341M [03/14 13:31:14 d2.utils.events]:  eta: 0:04:13 iter: 88519 total_loss: 0.4134 loss_cls: 0.06652 loss_box_reg: 0.1783 loss_mask: 0.1372 loss_rpn_cls: 0.0006559 loss_rpn_loc: 0.01428 time: 0.1767 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:31:17 d2.utils.events]:  eta: 0:04:09 iter: 88539 total_loss: 0.431 loss_cls: 0.08397 loss_box_reg: 0.1778 loss_mask: 0.1438 loss_rpn_cls: 0.001897 loss_rpn_loc: 0.01659 time: 0.1767 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:31:21 d2.utils.events]: [0 max_mem: 2341M [03/14 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0.1868 loss_mask: 0.1543 loss_rpn_cls: 0.001924 loss_rpn_loc: 0.0193 time: 0.1766 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:21] d2.utils.events INFO: eta: 0:02:06 iter: 89259 total_loss: 0.4341 loss_cls: 0.06096 loss_box_reg: 0.1732 loss_mask: 0.1585 loss_rpn_cls: 0.002513 loss_rpn_loc: 0.02425 time: 0.1766 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:25] d2.utils.events INFO: eta: 0:02:03 iter: 89279 total_loss: 0.4073 loss_cls: 0.06765 loss_box_reg: 0.1738 loss_mask: 0.1436 loss_rpn_cls: 0.001282 loss_rpn_loc: 0.01681 time: 0.1767 data_time: 0.0092 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:28] d2.utils.events INFO: eta: 0:02:00 iter: 89299 total_loss: 0.4059 loss_cls: 0.07284 loss_box_reg: 0.1666 loss_mask: 0.1324 loss_rpn_cls: 0.003029 loss_rpn_loc: 0.01868 time: 0.1766 data_time: 0.0095 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:32] d2.utils.events INFO: eta: 0:01:56 iter: 89319 total_loss: 0.3815 loss_cls: 0.05334 loss_box_reg: 0.1622 loss_mask: 0.1345 loss_rpn_cls: 0.001603 loss_rpn_loc: 0.01622 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:35] d2.utils.events INFO: eta: 0:01:53 iter: 89339 total_loss: 0.3897 loss_cls: 0.04779 loss_box_reg: 0.1678 loss_mask: 0.1309 loss_rpn_cls: 0.00211 loss_rpn_loc: 0.02425 time: 0.1766 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:39] d2.utils.events INFO: eta: 0:01:49 iter: 89359 total_loss: 0.4452 loss_cls: 0.06163 loss_box_reg: 0.1932 loss_mask: 0.1478 loss_rpn_cls: 0.002815 loss_rpn_loc: 0.01999 time: 0.1766 data_time: 0.0092 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:42] d2.utils.events INFO: eta: 0:01:46 iter: 89379 total_loss: 0.3983 loss_cls: 0.05754 loss_box_reg: 0.1622 loss_mask: 0.1352 loss_rpn_cls: 0.001759 loss_rpn_loc: 0.01977 time: 0.1766 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:46] d2.utils.events INFO: eta: 0:01:42 iter: 89399 total_loss: 0.4174 loss_cls: 0.06034 loss_box_reg: 0.1847 loss_mask: 0.1487 loss_rpn_cls: 0.001186 loss_rpn_loc: 0.01932 time: 0.1766 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:49] d2.utils.events INFO: eta: 0:01:39 iter: 89419 total_loss: 0.4141 loss_cls: 0.0721 loss_box_reg: 0.1833 loss_mask: 0.1504 loss_rpn_cls: 0.001607 loss_rpn_loc: 0.02328 time: 0.1766 data_time: 0.0098 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:53] d2.utils.events INFO: eta: 0:01:36 iter: 89439 total_loss: 0.4283 loss_cls: 0.05632 loss_box_reg: 0.1784 loss_mask: 0.1474 loss_rpn_cls: 0.001334 loss_rpn_loc: 0.01448 time: 0.1766 data_time: 0.0087 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:56] d2.utils.events INFO: eta: 0:01:32 iter: 89459 total_loss: 0.4416 loss_cls: 0.07614 loss_box_reg: 0.1788 loss_mask: 0.1311 loss_rpn_cls: 0.001231 loss_rpn_loc: 0.02077 time: 0.1766 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:33:59] d2.utils.events INFO: eta: 0:01:29 iter: 89479 total_loss: 0.4721 loss_cls: 0.07081 loss_box_reg: 0.1924 loss_mask: 0.1651 loss_rpn_cls: 0.002506 loss_rpn_loc: 0.02565 time: 0.1766 data_time: 0.0104 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:03] d2.utils.events INFO: eta: 0:01:25 iter: 89499 total_loss: 0.3683 loss_cls: 0.05084 loss_box_reg: 0.1519 loss_mask: 0.1361 loss_rpn_cls: 0.001879 loss_rpn_loc: 0.01194 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:06] d2.utils.events INFO: eta: 0:01:22 iter: 89519 total_loss: 0.4pn_loc: 0.01194 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:06 d2.utils.events]:  eta: 0:01:22 iter: 89519 total_loss: 0.4117 loss_cls: 0.05085 loss_box_reg: 0.1766 loss_mask: 0.1487 loss_rpn_cls: 0.001619 loss_rpn_loc: 0.01624 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:10 d2.utils.events]:  eta: 0:01:18 iter: 89539 total_loss: 0.3998 loss_cls: 0.06413 loss_box_reg: 0.1802 loss_mask: 0.1544 loss_rpn_cls: 0.003452 loss_rpn_loc: 0.01998 time: 0.1766 data_time: 0.0099 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:13 d2.utils.events]:  eta: 0:01:15 iter: 89559 total_loss: 0.4597 loss_cls: 0.06375 loss_box_reg: 0.1796 loss_mask: 0.1484 loss_rpn_cls: 0.002732 loss_rpn_loc: 0.02074 time: 0.1766 data_time: 0.0090 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:16 d2.utils.events]:  eta: 0:01:12 iter: 89579 total_loss: 0.4298 loss_cls: 0.0573 loss_box_reg: 0.1762 loss_mask: 0.1469 loss_rpn_cls: 0.001903 loss_rpn_loc: 0.01924 time: 0.1766 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:20 d2.utils.events]:  eta: 0:01:08 iter: 89599 total_loss: 0.4224 loss_cls: 0.07136 loss_box_reg: 0.1757 loss_mask: 0.1417 loss_rpn_cls: 0.001735 loss_rpn_loc: 0.02214 time: 0.1766 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:23 d2.utils.events]:  eta: 0:01:05 iter: 89619 total_loss: 0.4186 loss_cls: 0.06354 loss_box_reg: 0.19 loss_mask: 0.1575 loss_rpn_cls: 0.001355 loss_rpn_loc: 0.01687 time: 0.1766 data_time: 0.0097 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:27 d2.utils.events]:  eta: 0:01:01 iter: 89639 total_loss: 0.4355 loss_cls: 0.05989 loss_box_reg: 0.1706 loss_mask: 0.1593 loss_rpn_cls: 0.00208 loss_rpn_loc: 0.02067 time: 0.1766 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:30 d2.utils.events]:  eta: 0:00:58 iter: 89659 total_loss: 0.4483 loss_cls: 0.07341 loss_box_reg: 0.1684 loss_mask: 0.1408 loss_rpn_cls: 0.001792 loss_rpn_loc: 0.0157 time: 0.1766 data_time: 0.0081 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:34 d2.utils.events]:  eta: 0:00:54 iter: 89679 total_loss: 0.4164 loss_cls: 0.05247 loss_box_reg: 0.1751 loss_mask: 0.141 loss_rpn_cls: 0.002888 loss_rpn_loc: 0.02042 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:37 d2.utils.events]:  eta: 0:00:51 iter: 89699 total_loss: 0.4051 loss_cls: 0.05463 loss_box_reg: 0.1807 loss_mask: 0.1471 loss_rpn_cls: 0.00223 loss_rpn_loc: 0.01987 time: 0.1766 data_time: 0.0093 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:41 d2.utils.events]:  eta: 0:00:47 iter: 89719 total_loss: 0.4576 loss_cls: 0.07824 loss_box_reg: 0.1994 loss_mask: 0.1542 loss_rpn_cls: 0.001743 loss_rpn_loc: 0.02079 time: 0.1766 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:44 d2.utils.events]:  eta: 0:00:44 iter: 89739 total_loss: 0.3734 loss_cls: 0.06675 loss_box_reg: 0.1598 loss_mask: 0.1421 loss_rpn_cls: 0.003596 loss_rpn_loc: 0.01847 time: 0.1766 data_time: 0.0085 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:48 d2.utils.events]:  eta: 0:00:41 iter: 89759 total_loss: 0.4558 loss_cls: 0.06642 loss_box_reg: 0.2004 loss_mask: 0.1511 loss_rpn_cls: 0.002224 loss_rpn_loc: 0.02106 time: 0.1766 data_time: 0.0092 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:51 d2.utils.events]:  eta: 0:00:37 iter: 89779 total_loss: 0.4087 loss_cls: 0.06079 loss_box_reg: 0.1881 loss_mask: 0.1339 loss_rpn_cls: 0.0014 loss_rpn_loc: 0.01877 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:55 d2.utils.events]:  eta: 0:00:34 iter: 89799 total_loss: 0.3919 loss_cls: 0.03986 loss_box_reg: 0.1713 loss_mask: 0.1406 loss_rpn_cls: 0.002411 loss_rpn_loc: 0.01729 time: 0.1766 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:34:58 d2.utils.events]:  eta: 0:00:30 iter: 89819 total_loss: 0.3984 loss_cls: 0.0599 loss_box_reg: 0.1569 loss_mask: 0.1414 loss_rpn_cls: 0.004136 loss_rpn_loc: 0.02093 time: 0.1766 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:01 d2.utils.events]:  eta: 0:00:27 iter: 89839 total_loss: 0.4119 loss_cls: 0.07038 loss_box_reg: 0.1742 loss_mask: 0.1393 loss_rpn_cls: 0.001127 loss_rpn_loc: 0.01795 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:05 d2.utils.events]:  eta: 0:00:24 iter: 89859 total_loss: 0.4135 loss_cls: 0.08518 loss_box_reg: 0.1611 loss_mask: 0.1374 loss_rpn_cls: 0.002343 loss_rpn_loc: 0.0176 time: 0.1766 data_time: 0.0084 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:08 d2.utils.events]:  eta: 0:00:20 iter: 89879 total_loss: 0.5064 loss_cls: 0.08969 loss_box_reg: 0.2067 loss_mask: 0.1695 loss_rpn_cls: 0.002471 loss_rpn_loc: 0.02502 time: 0.1766 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:12 d2.utils.events]:  eta: 0:00:17 iter: 89899 total_loss: 0.3949 loss_cls: 0.05435 loss_box_reg: 0.1636 loss_mask: 0.1415 loss_rpn_cls: 0.001156 loss_rpn_loc: 0.01608 time: 0.1766 data_time: 0.0088 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:15 d2.utils.events]:  eta: 0:00:13 iter: 89919 total_loss: 0.4504 loss_cls: 0.08217 loss_box_reg: 0.1871 loss_mask: 0.1384 loss_rpn_cls: 0.003502 loss_rpn_loc: 0.02585 time: 0.1766 data_time: 0.0089 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:19 d2.utils.events]:  eta: 0:00:10 iter: 89939 total_loss: 0.449 loss_cls: 0.09436 loss_box_reg: 0.1733 loss_mask: 0.1353 loss_rpn_cls: 0.001935 loss_rpn_loc: 0.02689 time: 0.1766 data_time: 0.0096 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:22 d2.utils.events]:  eta: 0:00:06 iter: 89959 total_loss: 0.4101 loss_cls: 0.05503 loss_box_reg: 0.1897 loss_mask: 0.1327 loss_rpn_cls: 0.00195 loss_rpn_loc: 0.0183 time: 0.1766 data_time: 0.0091 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:26 d2.utils.events]:  eta: 0:00:03 iter: 89979 total_loss: 0.4401 loss_cls: 0.06222 loss_box_reg: 0.1987 loss_mask: 0.1448 loss_rpn_cls: 0.005173 loss_rpn_loc: 0.02275 time: 0.1766 data_time: 0.0094 lr: 2.5e-05 max_mem: 2341M [03/14 13:35:29 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_0089999.pth [03/14 13:35:30 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenetmoco/model_final.pth [03/14 13:35:33 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.06 seconds. [03/14 13:35:33 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 13:35:33 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 13:35:33 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 13:35:33 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 13:35:33 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 13:35:34 d2.evaluation.evaluator]: Start inference on 645 images [03/14 13:35:41 d2.evaluation.evaluator]: Inference done 11/645. 0.0433 s / img. ETA=0:00:31 [03/14 13:35:46 d2.evaluation.evaluator]: Inference done 114/645. 0.0431 s / img. ETA=0:00:25 [03/14 13:35:51 d2.evaluation.evaluator]: Inference done 219/645. 0.0429 s / img. ETA=0:00:20 [03/14 13:35:56 d2.evaluation.evaluator]: Inference done 324/645. 0.0428 s / img. ETA=0:00:15 [03/14 13:36:01 d2.evaluation.evaluator]: Inference done 427/645. 0.0428 s / img. ETA=0:00:10 [03/14 13:36:06 d2.evaluation.evaluator]: Inference done 531/645. 0.0428 s / img. ETA=0:00:05 [03/14 13:36:11 d2.evaluation.evaluator]: Inference done 634/645. 0.0428 s / img. ETA=0:00:00 [03/14 13:36:12 d2.evaluation.evaluator]: Total inference time: 0:00:31.136451 (0.048651 s / img per device, on 1 devices) [03/14 13:36:12 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042749 s / img per device, on 1 devices) [03/14 13:36:12 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 13:36:12 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 13:36:12 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 13:36:12 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 13:36:13 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.46 seconds. [03/14 13:36:13 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:36:13 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.03 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.172 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.176 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.103 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.151 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.307 [03/14 13:36:13 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 17.150 | 30.241 | 17.595 | 11.532 | 10.264 | 21.958 | [03/14 13:36:13 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 25.321 | books | 5.761 | chair | 18.191 | | furniture | 4.953 | painting | 38.465 | sofa | 15.628 | | table | 8.564 | tv | 17.523 | window | 19.945 | Loading and preparing results... DONE (t=0.06s) creating index... index created! [03/14 13:36:13 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 13:36:14 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.97 seconds. [03/14 13:36:14 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:36:14 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.03 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.047 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.078 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.157 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.263 [03/14 13:36:14 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.265 | 26.196 | 14.341 | 4.741 | 7.789 | 19.610 | [03/14 13:36:14 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 17.971 | books | 5.525 | chair | 9.144 | | furniture | 4.164 | painting | 39.611 | sofa | 9.303 | | table | 2.934 | tv | 19.721 | window | 20.011 | [03/14 13:36:14 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 13:36:14 d2.evaluation.testing]: copypaste: Task: bbox [03/14 13:36:14 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:36:14 d2.evaluation.testing]: copypaste: 17.1502,30.2413,17.5945,11.5317,10.2643,21.9576 [03/14 13:36:14 d2.evaluation.testing]: copypaste: Task: segm [03/14 13:36:14 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:36:14 d2.evaluation.testing]: copypaste: 14.2650,26.1959,14.3415,4.7409,7.7894,19.6102 [03/14 13:36:14 d2.utils.events]:  eta: 0:00:00 iter: 89999 total_loss: 0.4383 loss_cls: 0.06864 loss_box_reg: 0.1805 loss_mask: 0.1475 loss_rpn_cls: 0.001727 loss_rpn_loc: 0.0144 time: 0.1766 data_time: 0.0090 lr: 2.5e-05 max_mem: 2341M [03/14 13:36:14 d2.engine.hooks]: Overall training speed: 89998 iterations in 4:24:56 (0.1766 s / it) [03/14 13:36:14 d2.engine.hooks]: Total training time: 4:40:56 (0:16:00 on hooks) [03/14 13:36:15 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.04 seconds. [03/14 13:36:15 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/14 13:36:15 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/14 13:36:15 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/14 13:36:15 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/14 13:36:15 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/14 13:36:16 d2.evaluation.evaluator]: Start inference on 645 images [03/14 13:36:23 d2.evaluation.evaluator]: Inference done 11/645. 0.0429 s / img. ETA=0:00:31 [03/14 13:36:28 d2.evaluation.evaluator]: Inference done 115/645. 0.0429 s / img. ETA=0:00:25 [03/14 13:36:33 d2.evaluation.evaluator]: Inference done 220/645. 0.0428 s / img. ETA=0:00:20 [03/14 13:36:38 d2.evaluation.evaluator]: Inference done 327/645. 0.0426 s / img. ETA=0:00:15 [03/14 13:36:43 d2.evaluation.evaluator]: Inference done 433/645. 0.0425 s / img. ETA=0:00:10 [03/14 13:36:48 d2.evaluation.evaluator]: Inference done 539/645. 0.0424 s / img. ETA=0:00:05 [03/14 13:36:53 d2.evaluation.evaluator]: Inference done 644/645. 0.0424 s / img. ETA=0:00:00 [03/14 13:36:54 d2.evaluation.evaluator]: Total inference time: 0:00:30.631822 (0.047862 s / img per device, on 1 devices) [03/14 13:36:54 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042367 s / img per device, on 1 devices) [03/14 13:36:54 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/14 13:36:54 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenetmoco/inference/coco_instances_results.json [03/14 13:36:54 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/14 13:36:54 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/14 13:36:54 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.21 seconds. [03/14 13:36:54 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:36:54 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.04 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.172 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.176 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.103 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.151 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.307 [03/14 13:36:54 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 17.150 | 30.241 | 17.595 | 11.532 | 10.264 | 21.958 | [03/14 13:36:54 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 25.321 | books | 5.761 | chair | 18.191 | | furniture | 4.953 | painting | 38.465 | sofa | 15.628 | | table | 8.564 | tv | 17.523 | window | 19.945 | Loading and preparing results... DONE (t=0.06s) creating index... index created! [03/14 13:36:54 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/14 13:36:55 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.95 seconds. [03/14 13:36:55 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/14 13:36:55 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.03 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.047 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.078 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.157 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.263 [03/14 13:36:55 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.265 | 26.196 | 14.341 | 4.741 | 7.789 | 19.610 | [03/14 13:36:55 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 17.971 | books | 5.525 | chair | 9.144 | | furniture | 4.164 | painting | 39.611 | sofa | 9.303 | | table | 2.934 | tv | 19.721 | window | 20.011 | [03/14 13:36:55 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/14 13:36:55 d2.evaluation.testing]: copypaste: Task: bbox [03/14 13:36:55 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:36:55 d2.evaluation.testing]: copypaste: 17.1502,30.2413,17.5945,11.5317,10.2643,21.9576 [03/14 13:36:55 d2.evaluation.testing]: copypaste: Task: segm [03/14 13:36:55 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/14 13:36:55 d2.evaluation.testing]: copypaste: 14.2650,26.1959,14.3415,4.7409,7.7894,19.6102 /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist()