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_combine_r50lr01.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_nyu_imagenet_combine01'], resume=False) [03/13 12:43:58 detectron2]: Rank of current process: 0. World size: 1 [03/13 12:44:00 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, [03/13 12:44:00 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_combine_r50lr01.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_nyu_imagenet_combine01'], resume=False) [03/13 12:44:00 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: 10000 SOLVER: IMS_PER_BATCH: 2 BASE_LR: 0.0025 OUTPUT_DIR: "/checkpoint/jihou/insseg_/" [03/13 12:44:00 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_combine_r50lr01.pkl OUTPUT_DIR: /checkpoint/jihou/insseg_nyu_imagenet_combine01 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: 10000 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: False NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [03/13 12:44:00 detectron2]: Full config saved to /checkpoint/jihou/insseg_nyu_imagenet_combine01/config.yaml [03/13 12:44:00 d2.utils.env]: Using a generated random seed 3225831 [03/13 12:44:07 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)) ) ) ) [03/13 12:44:09 d2.data.datasets.coco]: Loading dataset/nyu_train.coco.json takes 1.61 seconds. [03/13 12:44:09 d2.data.datasets.coco]: Loaded 788 images in COCO format from dataset/nyu_train.coco.json [03/13 12:44:09 d2.data.build]: Removed 0 images with no usable annotations. 788 images left. [03/13 12:44:09 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 | | | | | [03/13 12:44:09 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()] [03/13 12:44:09 d2.data.build]: Using training sampler TrainingSampler [03/13 12:44:09 d2.data.common]: Serializing 788 elements to byte tensors and concatenating them all ... [03/13 12:44:09 d2.data.common]: Serialized dataset takes 74.88 MiB [03/13 12:44:10 fvcore.common.checkpoint]: Loading checkpoint from /checkpoint/jihou/clip3d/insseg/pretrain/imagenet_combine_r50lr01.pkl [03/13 12:44:10 fvcore.common.checkpoint]: Reading a file from 'torchvision' [03/13 12:44:10 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) | [03/13 12:44:10 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} [03/13 12:44:10 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 [03/13 12:44:10 d2.engine.train_loop]: Starting training from iteration 0 [03/13 12:44:22 d2.utils.events]:  eta: 4:20:24 iter: 19 total_loss: 2.362 loss_cls: 0.8832 loss_box_reg: 0.03958 loss_mask: 0.6916 loss_rpn_cls: 0.6649 loss_rpn_loc: 0.08539 time: 0.1753 data_time: 0.3445 lr: 4.9952e-05 max_mem: 2343M [03/13 12:44:25 d2.utils.events]:  eta: 4:20:39 iter: 39 total_loss: 3.003 loss_cls: 1.187 loss_box_reg: 0.49 loss_mask: 0.6836 loss_rpn_cls: 0.3748 loss_rpn_loc: 0.07392 time: 0.1747 data_time: 0.0087 lr: 9.9902e-05 max_mem: 2343M [03/13 12:44:29 d2.utils.events]:  eta: 4:20:32 iter: 59 total_loss: 3.311 loss_cls: 1.397 loss_box_reg: 0.8268 loss_mask: 0.6708 loss_rpn_cls: 0.2797 loss_rpn_loc: 0.07253 time: 0.1736 data_time: 0.0095 lr: 0.00014985 max_mem: 2343M [03/13 12:44:32 d2.utils.events]:  eta: 4:20:32 iter: 79 total_loss: 3.1 loss_cls: 1.313 loss_box_reg: 0.8666 loss_mask: 0.6755 loss_rpn_cls: 0.2518 loss_rpn_loc: 0.06533 time: 0.1738 data_time: 0.0086 lr: 0.0001998 max_mem: 2343M [03/13 12:44:36 d2.utils.events]:  eta: 4:20:25 iter: 99 total_loss: 2.929 loss_cls: 1.069 loss_box_reg: 0.866 loss_mask: 0.6814 loss_rpn_cls: 0.2197 loss_rpn_loc: 0.07911 time: 0.1732 data_time: 0.0088 lr: 0.00024975 max_mem: 2343M [03/13 12:44:39 d2.utils.events]:  eta: 4:20:25 iter: 119 total_loss: 2.998 loss_cls: 1.012 loss_box_reg: 0.9648 loss_mask: 0.6852 loss_rpn_cls: 0.23 loss_rpn_loc: 0.08762 time: 0.1728 data_time: 0.0086 lr: 0.0002997 max_mem: 2343M [03/13 12:44:43 d2.utils.events]:  eta: 4:20:50 iter: 139 total_loss: 2.94 loss_cls: 1.028 loss_box_reg: 0.9405 loss_mask: 0.6745 loss_rpn_cls: 0.1861 loss_rpn_loc: 0.0592 time: 0.1730 data_time: 0.0086 lr: 0.00034965 max_mem: 2343M [03/13 12:44:46 d2.utils.events]:  eta: 4:20:46 iter: 159 total_loss: 2.822 loss_cls: 0.9216 loss_box_reg: 0.9136 loss_mask: 0.6739 loss_rpn_cls: 0.1986 loss_rpn_loc: 0.07235 time: 0.1726 data_time: 0.0090 lr: 0.0003996 max_mem: 2343M [03/13 12:44:50 d2.utils.events]:  eta: 4:21:24 iter: 179 total_loss: 2.915 loss_cls: 0.96 loss_box_reg: 1.017 loss_mask: 0.674 loss_rpn_cls: 0.1846 loss_rpn_loc: 0.08036 time: 0.1731 data_time: 0.0094 lr: 0.00044955 max_mem: 2343M [03/13 12:44:53 d2.utils.events]:  eta: 4:21:20 iter: 199 total_loss: 2.903 loss_cls: 0.966 loss_box_reg: 1.045 loss_mask: 0.6828 loss_rpn_cls: 0.1796 loss_rpn_loc: 0.07254 time: 0.1734 data_time: 0.0090 lr: 0.0004995 max_mem: 2343M [03/13 12:44:57 d2.utils.events]:  eta: 4:21:26 iter: 219 total_loss: 2.864 loss_cls: 0.9989 loss_box_reg: 0.9487 loss_mask: 0.6705 loss_rpn_cls: 0.1695 loss_rpn_loc: 0.07673 time: 0.1735 data_time: 0.0089 lr: 0.00054945 max_mem: 2343M [03/13 12:45:00 d2.utils.events]:  eta: 4:22:11 iter: 239 total_loss: 2.852 loss_cls: 0.9128 loss_box_reg: 0.9659 loss_mask: 0.6694 loss_rpn_cls: 0.1959 loss_rpn_loc: 0.08196 time: 0.1740 data_time: 0.0095 lr: 0.0005994 max_mem: 2343M [03/13 12:45:04 d2.utils.events]:  eta: 4:21:44 iter: 259 total_loss: 2.862 loss_cls: 0.9481 loss_box_reg: 0.9437 loss_mask: 0.6666 loss_rpn_cls: 0.1735 loss_rpn_loc: 0.05772 time: 0.1741 data_time: 0.0094 lr: 0.00064935 max_mem: 2343M [03/13 12:45:07 d2.utils.events]:  eta: 4:20:56 iter: 279 total_loss: 2.71 loss_cls: 0.8644 loss_box_reg: 0.9496 loss_mask: 0.6673 loss_rpn_cls: 0.173 loss_rpn_loc: 0.06899 time: 0.1737 data_time: 0.0081 lr: 0.0006993 max_mem: 2343M 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tis INFO: eta: 4:18:56 iter: 559 total_loss: 2.668 loss_cls: 0.8646 loss_box_reg: 0.9461 loss_mask: 0.6592 loss_rpn_cls: 0.1175 loss_rpn_loc: 0.05904 time: 0.1732 data_time: 0.0089 lr: 0.0013986 max_mem: 2343M [03/13 12:46:00] d2.utils.events INFO: eta: 4:18:46 iter: 579 total_loss: 2.69 loss_cls: 0.8142 loss_box_reg: 0.9362 loss_mask: 0.6612 loss_rpn_cls: 0.1014 loss_rpn_loc: 0.06212 time: 0.1731 data_time: 0.0083 lr: 0.0014486 max_mem: 2343M [03/13 12:46:03] d2.utils.events INFO: eta: 4:18:43 iter: 599 total_loss: 2.717 loss_cls: 0.8669 loss_box_reg: 0.9509 loss_mask: 0.6716 loss_rpn_cls: 0.1231 loss_rpn_loc: 0.07235 time: 0.1731 data_time: 0.0105 lr: 0.0014985 max_mem: 2343M [03/13 12:46:07] d2.utils.events INFO: eta: 4:18:39 iter: 619 total_loss: 2.691 loss_cls: 0.8769 loss_box_reg: 0.9486 loss_mask: 0.662 loss_rpn_cls: 0.125 loss_rpn_loc: 0.05768 time: 0.1731 data_time: 0.0089 lr: 0.0015485 max_mem: 2343M [03/13 12:46:10] d2.utils.events INFO: eta: 4:18:36 iter: 639 total_loss: 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loss_mask: 0.4844 loss_rpn_cls: 0.0645 loss_rpn_loc: 0.06222 time: 0.1739 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 12:54:25 d2.utils.events]:  eta: 4me: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 12:54:28] d2.utils.events INFO: eta: 4:11:46 iter: 3479 total_loss: 2.077 loss_cls: 0.6807 loss_box_reg: 0.7434 loss_mask: 0.4715 loss_rpn_cls: 0.0582 loss_rpn_loc: 0.05269 time: 0.1739 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 12:54:32] d2.utils.events INFO: eta: 4:11:52 iter: 3499 total_loss: 1.847 loss_cls: 0.6208 loss_box_reg: 0.7182 loss_mask: 0.4926 loss_rpn_cls: 0.05221 loss_rpn_loc: 0.07158 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 12:54:35] d2.utils.events INFO: eta: 4:11:42 iter: 3519 total_loss: 1.922 loss_cls: 0.6144 loss_box_reg: 0.7306 loss_mask: 0.4518 loss_rpn_cls: 0.0581 loss_rpn_loc: 0.06082 time: 0.1739 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 12:54:39] d2.utils.events INFO: eta: 4:12:00 iter: 3539 total_loss: 2.017 loss_cls: 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0.1740 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 12:55:10] d2.utils.events INFO: eta: 4:11:40 iter: 3719 total_loss: 1.969 loss_cls: 0.5805 loss_box_reg: 0.8289 loss_mask: 0.436 loss_rpn_cls: 0.05872 loss_rpn_loc: 0.04585 time: 0.1739 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:55:14] d2.utils.events INFO: eta: 4:11:37 iter: 3739 total_loss: 1.932 loss_cls: 0.6 loss_box_reg: 0.7254 loss_mask: 0.4555 loss_rpn_cls: 0.06456 loss_rpn_loc: 0.0546 time: 0.1739 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 12:55:17] d2.utils.events INFO: eta: 4:11:55 iter: 3759 total_loss: 1.906 loss_cls: 0.607 loss_box_reg: 0.7319 loss_mask: 0.4781 loss_rpn_cls: 0.04688 loss_rpn_loc: 0.04278 time: 0.1739 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 12:55:21] d2.utils.events INFO: eta: 4:11:30 iter: 3779 total_loss: 1.969 loss_cls: 0.6552 loss_box_reg: 0.7362 loss_mask: 0.4576 loss_rpn_cls: 0.06387 loss_rpn_loc: 0.06659 time: 0.1739 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:55:24] d2.utils.events INFO: eta: 4:11:26 iter: 3799 total: 0.6552 loss_box_reg: 0.7362 loss_mask: 0.4576 loss_rpn_cls: 0.06387 loss_rpn_loc: 0.06659 time: 0.1739 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:55:24 d2.utils.events]:  eta: 4:11:26 iter: 3799 total_loss: 1.905 loss_cls: 0.6185 loss_box_reg: 0.7104 loss_mask: 0.439 loss_rpn_cls: 0.05824 loss_rpn_loc: 0.05392 time: 0.1739 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 12:55:28 d2.utils.events]:  eta: 4:11:22 iter: 3819 total_loss: 1.967 loss_cls: 0.6717 loss_box_reg: 0.7256 loss_mask: 0.493 loss_rpn_cls: 0.04895 loss_rpn_loc: 0.05238 time: 0.1739 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 12:55:31 d2.utils.events]:  eta: 4:11:12 iter: 3839 total_loss: 2.122 loss_cls: 0.6266 loss_box_reg: 0.7688 loss_mask: 0.5022 loss_rpn_cls: 0.05242 loss_rpn_loc: 0.06706 time: 0.1739 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 12:55:35 d2.utils.events]:  eta: 4:11:25 iter: 3859 total_loss: 1.952 loss_cls: 0.6015 loss_box_reg: 0.7475 loss_mask: 0.4479 loss_rpn_cls: 0.05249 loss_rpn_loc: 0.06131 time: 0.1739 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 12:55:38 d2.utils.events]:  eta: 4:11:23 iter: 3879 total_loss: 2.044 loss_cls: 0.6145 loss_box_reg: 0.7575 loss_mask: 0.5029 loss_rpn_cls: 0.05182 loss_rpn_loc: 0.05329 time: 0.1739 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 12:55:42 d2.utils.events]:  eta: 4:11:11 iter: 3899 total_loss: 2 loss_cls: 0.6251 loss_box_reg: 0.7172 loss_mask: 0.4911 loss_rpn_cls: 0.05159 loss_rpn_loc: 0.05927 time: 0.1739 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 12:55:45 d2.utils.events]:  eta: 4:11:39 iter: 3919 total_loss: 2.048 loss_cls: 0.6882 loss_box_reg: 0.7401 loss_mask: 0.4602 loss_rpn_cls: 0.05517 loss_rpn_loc: 0.05152 time: 0.1740 data_time: 0.0111 lr: 0.0025 max_mem: 2343M [03/13 12:55:49 d2.utils.events]:  eta: 4:11:35 iter: 3939 total_loss: 1.849 loss_cls: 0.5356 loss_box_reg: 0.7411 loss_mask: 0.4576 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eta: 4:11:50 iter: 4119 total_loss: 1.888 loss_cls: 0.5678 loss_box_reg: 0.7316 loss_mask: 0.4453 loss_rpn_cls: 0.04631 loss_rpn_loc: 0.04928 time: 0.1741 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 12:56:24 d2.utils.events]:  eta: 4:11:40 iter: 4139 total_loss: 1.907 loss_cls: 0.6246 loss_box_reg: 0.7236 loss_mask: 0.4085 loss_rpn_cls: 0.05574 loss_rpn_loc: 0.05698 time: 0.1741 data_time: 0.0081 lr: 0.0025 max_mem: 2343M [03/13 12:56:28 d2.utils.events]:  eta: 4:11:20 iter: 4159 total_loss: 1.953 loss_cls: 0.585 loss_box_reg: 0.8038 loss_mask: 0.4384 loss_rpn_cls: 0.0537 loss_rpn_loc: 0.0499 time: 0.1741 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 12:56:31 d2.utils.events]:  eta: 4:11:22 iter: 4179 total_loss: 1.976 loss_cls: 0.5908 loss_box_reg: 0.756 loss_mask: 0.4599 loss_rpn_cls: 0.05191 loss_rpn_loc: 0.05111 time: 0.1741 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:56:35 d2.utils.events]:  eta: 4:11:29 iter: 4199 total_loss: 1.939 loss_cls: 0.5846 loss_box_reg: 0.7418 loss_mask: 0.4545 loss_rpn_cls: 0.05191 loss_rpn_loc: 0.05408 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 12:56:38 d2.utils.events]:  eta: 4:11:33 iter: 4219 total_loss: 2.043 loss_cls: 0.587 loss_box_reg: 0.7425 loss_mask: 0.4852 loss_rpn_cls: 0.05901 loss_rpn_loc: 0.05453 time: 0.1741 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 12:56:42 d2.utils.events]:  eta: 4:11:19 iter: 4239 total_loss: 1.733 loss_cls: 0.5292 loss_box_reg: 0.6575 loss_mask: 0.4189 loss_rpn_cls: 0.05393 loss_rpn_loc: 0.05723 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 12:56:45 d2.utils.events]:  eta: 4:11:22 iter: 4259 total_loss: 1.868 loss_cls: 0.6167 loss_box_reg: 0.7419 loss_mask: 0.4467 loss_rpn_cls: 0.04747 loss_rpn_loc: 0.05442 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 12:56:49 d2.utils.events]:  eta: 4:11:29 iter: 4279 total_loss: 1.828 loss_cls: 0.6133 loss_box_reg: 0.6913 loss_mask: 0.395 loss_rpn_cls: 0.04905 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max_mem: 2343M [03/13 12:57:07 d2.utils.events]:  eta: 4:10:57 iter: 4379 total_loss: 1.815 loss_cls: 0.5868 loss_box_reg: 0.724 loss_mask: 0.435 loss_rpn_cls: 0.05688 loss_rpn_loc: 0.0638 time: 0.1741 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 12:57:10 d2.utils.events]:  eta: 4:10:19 iter: 4399 total_loss: 1.861 loss_cls: 0.5535 loss_box_reg: 0.742 loss_mask: 0.4783 loss_rpn_cls: 0.05453 loss_rpn_loc: 0.04947 time: 0.1741 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:57:14 d2.utils.events]:  eta: 4:10:34 iter: 4419 total_loss: 1.948 loss_cls: 0.5763 loss_box_reg: 0.7079 loss_mask: 0.4346 loss_rpn_cls: 0.05591 loss_rpn_loc: 0.069mem: 2343M [03/13 12:57:21] d2.utils.events INFO: eta: 4:10:37 iter: 4459 total_loss: 1.884 loss_cls: 0.5878 loss_box_reg: 0.7367 loss_mask: 0.4687 loss_rpn_cls: 0.04156 loss_rpn_loc: 0.04705 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 12:57:24] d2.utils.events INFO: eta: 4:10:40 iter: 4479 total_loss: 1.921 loss_cls: 0.5746 loss_box_reg: 0.7382 loss_mask: 0.4746 loss_rpn_cls: 0.05347 loss_rpn_loc: 0.04976 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 12:57:28] d2.utils.events INFO: eta: 4:10:02 iter: 4499 total_loss: 1.972 loss_cls: 0.6099 loss_box_reg: 0.7746 loss_mask: 0.465 loss_rpn_cls: 0.04458 loss_rpn_loc: 0.04077 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 12:57:31] d2.utils.events INFO: eta: 4:10:13 iter: 4519 total_loss: 1.875 loss_cls: 0.5854 loss_box_reg: 0.7061 loss_mask: 0.4441 loss_rpn_cls: 0.05082 loss_rpn_loc: 0.05376 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 12:57:35] d2.utils.events INFO: eta: 4:10:09 iter: 4539 total_loss: 1.905 loss_cls: 0.5919 loss_box_reg: 0.7527 loss_mask: 0.4515 loss_rpn_cls: 0.04814 loss_rpn_loc: 0.05049 time: 0.1742 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 12:57:39] d2.utils.events INFO: eta: 4:10:39 iter: 4559 total_loss: 1.821 loss_cls: 0.6445 loss_box_reg: 0.7122 loss_mask: 0.4462 loss_rpn_cls: 0.04665 loss_rpn_loc: 0.05694 time: 0.1742 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 12:57:42] d2.utils.events INFO: eta: 4:10:20 iter: 4579 total_loss: 1.899 loss_cls: 0.5684 loss_box_reg: 0.7495 loss_mask: 0.4315 loss_rpn_cls: 0.05892 loss_rpn_loc: 0.04243 time: 0.1742 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 12:57:45] d2.utils.events INFO: eta: 4:10:03 iter: 4599 total_loss: 1.915 loss_cls: 0.6011 loss_box_reg: 0.7177 loss_mask: 0.4248 loss_rpn_cls: 0.06187 loss_rpn_loc: 0.05815 time: 0.1742 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 12:57:49] d2.utils.events INFO: eta: 4:10:05 iter: 4619 total_loss: 1.896 loss_cls: 0.5721 loss_box_reg: 0.7357 loss_mask: 0.4186 loss_rpn_cls: 0.04783 loss_rpn_loc: 0.04359 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 12:57:52] d2.utils.events INFO: eta: 4:09:52 iter: 4639 total_loss: 1.929 loss_cls: 0.6621 loss_box_reg: 0.6833 loss_mask: 0.4467 loss_rpn_cls: 0.04854 loss_rpn_loc: 0.04898 time: 0.1742 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 12:57:56] d2.utils.events INFO: eta: 4:09:34 iter: 4659 total_loss: 1.816 loss_cls: 0.574 loss_box_reg: 0.6882 loss_mask: 0.4374 loss_rpn_cls: 0.05142 loss_rpn_loc: 0.03788 time: 0.1742 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 12:57:59] d2.utils.events INFO: eta: 4:09:27 iter: 4679 total_loss: 1.89 loss_cls: 0.6349 loss_box_reg: 0.7 loss_mask: 0.4186 loss_rpn_cls: 0.06151 loss_rpn_loc: 0.05984 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:58:03] d2.utils.events INFO: eta: 4:09:20 iter: 4699 total_loss: 1.795 loss_cls: 0.5497 loss_box_reg: 0.6855 loss_mask: 0.4375 loss_rpn_cls: 0.04457 loss_rpn_loc: 0.0522 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 12:58:07] d2.utils.events INFO: eta: 4:09:51 iter: 4719 total_loss: 1.892 loss_cls: 0.6251 loss_box_reg: 0.698 loss_mask: 0.4235 loss_rpn_cls: 0.04895 loss_rpn_loc: 0.065 time: 0.1742 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 12:58:10] d2.utils.events INFO: eta: 4:10:29 iter: 4739 total_loss: 2.055 loss_cls: 0.6027 loss_box_reg: 0.8016 loss_mask: 0.4575 loss_rpn_cls: 0.05538 loss_rpn_loc: 0.05335 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 12:58:14] d2.utils.events INFO: eta: 4:10:19 iter: 4759 total_loss: 1.722 loss_cls: 0.5229 loss_box_reg: 0.7088 loss_mask: 0.4241 loss_rpn_cls: 0.05129 loss_rpn_loc: 0.0364 time: 0.1742 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 12:58:17] d2.utils.events INFO: eta: 4:10:23 iter: 4779 total_loss: 1.891 loss_cls: 0025 max_mem: 2343M [03/13 12:58:14 d2.utils.events]:  eta: 4:10:19 iter: 4759 total_loss: 1.722 loss_cls: 0.5229 loss_box_reg: 0.7088 loss_mask: 0.4241 loss_rpn_cls: 0.05129 loss_rpn_loc: 0.0364 time: 0.1742 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 12:58:17 d2.utils.events]:  eta: 4:10:23 iter: 4779 total_loss: 1.891 loss_cls: 0.59 loss_box_reg: 0.7036 loss_mask: 0.4624 loss_rpn_cls: 0.05572 loss_rpn_loc: 0.0765 time: 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d2.utils.events]:  eta: 4:10:33 iter: 4879 total_loss: 1.872 loss_cls: 0.5842 loss_box_reg: 0.7516 loss_mask: 0.4114 loss_rpn_cls: 0.04252 loss_rpn_loc: 0.05201 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 12:58:38 d2.utils.events]:  eta: 4:10:29 iter: 4899 total_loss: 1.93 loss_cls: 0.6395 loss_box_reg: 0.7047 loss_mask: 0.4417 loss_rpn_cls: 0.06195 loss_rpn_loc: 0.05184 time: 0.1742 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 12:58:42 d2.utils.events]:  eta: 4:09:58 iter: 4919 total_loss: 1.949 loss_cls: 0.5886 loss_box_reg: 0.7448 loss_mask: 0.4377 loss_rpn_cls: 0.04799 loss_rpn_loc: 0.04934 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 12:58:46 d2.utils.events]:  eta: 4:09:55 iter: 4939 total_loss: 1.835 loss_cls: 0.5419 loss_box_reg: 0.7044 loss_mask: 0.4356 loss_rpn_cls: 0.04172 loss_rpn_loc: 0.04403 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 12:58:49 d2.utils.events]:  eta: 4:09:51 iter: 4959 total_loss: 1.901 loss_cls: 0.5417 loss_box_reg: 0.7266 loss_mask: 0.4196 loss_rpn_cls: 0.05267 loss_rpn_loc: 0.05678 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 12:58:53 d2.utils.events]:  eta: 4:09:49 iter: 4979 total_loss: 1.7 loss_cls: 0.5825 loss_box_reg: 0.635 loss_mask: 0.3965 loss_rpn_cls: 0.04642 loss_rpn_loc: 0.05182 time: 0.1743 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 12:58:56 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0004999.pth [03/13 12:58:57 d2.utils.events]:  eta: 4:09:37 iter: 4999 total_loss: 1.872 loss_cls: 0.6314 loss_box_reg: 0.6957 loss_mask: 0.4188 loss_rpn_cls: 0.05476 loss_rpn_loc: 0.05609 time: 0.1743 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 12:59:01 d2.utils.events]:  eta: 4:09:36 iter: 5019 total_loss: 1.867 loss_cls: 0.5816 loss_box_reg: 0.7517 loss_mask: 0.4531 loss_rpn_cls: 0.05088 loss_rpn_loc: 0.04146 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 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1.9 loss_cls: 0.5882 loss_box_reg: 0.6926 loss_mask: 0.3945 loss_rpn_cls: 0.04769 loss_rpn_loc: 0.06252 time: 0.1743 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 12:59:22 d2.utils.events]:  eta: 4:09:19 iter: 5139 total_loss: 1.686 loss_cls: 0.4936 loss_box_reg: 0.6729 loss_mask: 0.3873 loss_rpn_cls: 0.03855 loss_rpn_loc: 0.04341 time: 0.1743 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 12:59:26 d2.utils.events]:  eta: 4:09:16 iter: 5159 total_loss: 1.839 loss_cls: 0.5211 loss_box_reg: 0.7303 loss_mask: 0.4283 loss_rpn_cls: 0.05415 loss_rpn_loc: 0.06113 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 12:59:29 d2.utils.events]:  eta: 4:08:32 iter: 5179 total_loss: 1.882 loss_cls: 0.5928 loss_box_reg: 0.6371 loss_mask: 0.4627 loss_rpn_cls: 0.06041 loss_rpn_loc: 0.06973 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 12:59:33 d2.utils.events]:  eta: 4:08:29 iter: 5199 total_loss: 1.873 loss_cls: 0.5665 loss_box_reg: 0.7321 loss_mask: 0.4419 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eta: 4:07:51 iter: 5379 total_loss: 1.891 loss_cls: 0.5417 loss_box_reg: 0.7203 loss_mask: 0.425 loss_rpn_cls: 0.05201 loss_rpn_lils.events INFO: eta: 4:07:47 iter: 5419 total_loss: 1.802 loss_cls: 0.498 loss_box_reg: 0.7202 loss_mask: 0.4479 loss_rpn_cls: 0.04929 loss_rpn_loc: 0.04901 time: 0.1744 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:00:15] d2.utils.events INFO: eta: 4:07:49 iter: 5439 total_loss: 1.629 loss_cls: 0.5069 loss_box_reg: 0.7072 loss_mask: 0.4021 loss_rpn_cls: 0.04994 loss_rpn_loc: 0.04416 time: 0.1744 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:00:19] d2.utils.events INFO: eta: 4:07:29 iter: 5459 total_loss: 1.823 loss_cls: 0.5537 loss_box_reg: 0.713 loss_mask: 0.4234 loss_rpn_cls: 0.05217 loss_rpn_loc: 0.04844 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:00:22] d2.utils.events INFO: eta: 4:07:24 iter: 5479 total_loss: 1.799 loss_cls: 0.6475 loss_box_reg: 0.6638 loss_mask: 0.3798 loss_rpn_cls: 0.05066 loss_rpn_loc: 0.06132 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0.4656 loss_box_reg: 0.6762 loss_mask: 0.394 loss_rpn_cls: 0.03963 loss_rpn_loc: 0.04493 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:06:25] d2.utils.events INFO: eta: 4:00:58 iter: 7539 total_loss: 1.69 loss_cls: 0.4938 loss_box_reg: 0.6726 loss_mask: 0.3894 loss_rpn_cls: 0.04092 loss_rpn_loc: 0.04937 time: 0.1745 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 13:06:28] d2.utils.events INFO: eta: 4:00:37 iter: 7559 total_loss: 1.753 loss_cls: 0.4666 loss_box_reg: 0.6754 loss_mask: 0.3916 loss_rpn_cls: 0.04919 loss_rpn_loc: 0.06598 time: 0.1745 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:06:32] d2.utils.events INFO: eta: 4:00:25 iter: 7579 total_loss: 1.651 loss_cls: 0.4739 loss_box_reg: 0.6677 loss_mask: 0.4161 loss_rpn_cls: 0.04725 loss_rpn_loc: 0.05118 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:06:35] d2.utils.events INFO: eta: 4:00:27 iter: 7599 total_loss: 1.755 loss_cls: 0.5663 loss_box_reg: 0.6963 loss_mask: 0.3884 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loss_rpn_cls: 0.03622 loss_rpn_loc: 0.05453 time: 0.1745 data_time: 0.0080 lr: 0.0025 max_mem: 2343M [03/13 13:11:20 d2.utils.events]:  eta: 3:55:02 iter: 9219 total_loss: 1.61 loss_cls: 0.4455 loss_box_reg: 0.6144 loss_mask: 0.3621 loss_rpn_cls: 0.03815 loss_rpn_loc: 0.03898 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:11:24 d2.utils.events]:  eta: 3:54:44 iter: 9239 total_loss: 1.628 loss_cls: 0.434 loss_box_reg: 0.6413 loss_mask: 0.3375 loss_rpn_cls: 0.04099 loss_rpn_loc: 0.04351 time: 0.1745 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 13:11:27 d2.utils.events]:  eta: 3:54:33 iter: 9259 total_loss: 1.637 loss_cls: 0.4958 loss_box_reg: 0.6667 loss_mask: 0.3867 loss_rpn_cls: 0.0462 loss_rpn_loc: 0.05194 time: 0.1745 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:11:31 d2.utils.events]:  eta: 3:54:48 iter: 9279 total_loss: 1.594 loss_cls: 0.4382 loss_box_reg: 0.6174 loss_mask: 0.3791 loss_rpn_cls: 0.03442 loss_rpn_loc: 0.04415 time: 0.1745 data_time: 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eta: 3:53:58 iter: 9379 total_loss: 1.711 loss_cls: 0.4927 loss_box_reg: 0.6444 loss_mask: 0.3804 loss_rpn_cls: 0.0401 loss_rpn_loc: 0.06765 time: 0.1745 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:11:52 d2.utils.events]:  eta: 3:53:54 iter: 9399 total_loss: 1.623 loss_cls: 0.5281 loss_box_reg: 0.6564 loss_mask: 0.4121 loss_rpn_cls: 0.04867 loss_rpn_loc: 0.04605 time: 0.1745 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:11:55 d2.utils.events]:  eta: 3:54:06 iter: 9419 total_loss: 1.726 loss_cls: 0.5367 loss_box_reg: 0.6836 loss_mask: 0.4005 loss_rpn_cls: 0.03929 loss_rpn_loc: 0.05505 time: 0.1745 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:11:59 d2.utils.events]:  eta: 3:53:56 iter: 9439 total_loss: 1.574 loss_cls: 0.473 loss_box_reg: 0.6317 loss_mask: 0.3729 loss_rpn_cls: 0.04171 loss_rpn_loc: 0.03964 time: 0.1745 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:12:02 d2.utils.events]:  eta: 3:53:44 iter: 9459 total_loss: 1.494 loss_cls: 0.417 loss_box_reg: 0.6154 loss_mask: 0.356 loss_rpn_cls: 0.02933 loss_rpn_loc: 0.0352 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:12:06 d2.utils.events]:  eta: 3:53:46 iter: 9479 total_loss: 1.545 loss_cls: 0.4592 loss_box_reg: 0.6146 loss_mask: 0.3658 loss_rpn_cls: 0.04012 loss_rpn_loc: 0.05997 time: 0.1745 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:12:09 d2.utils.events]:  eta: 3:53:39 iter: 9499 total_loss: 1.487 loss_cls: 0.3744 loss_box_reg: 0.6146 loss_mask: 0.3662 loss_rpn_cls: 0.03509 loss_rpn_loc: 0.04635 time: 0.1745 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:12:13 d2.utils.events]:  eta: 3:53:27 iter: 9519 total_loss: 1.452 loss_cls: 0.4322 loss_box_reg: 0.6463 loss_mask: 0.3506 loss_rpn_cls: 0.03456 loss_rpn_loc: 0.03899 time: 0.1745 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:12:16 d2.utils.events]:  eta: 3:53:27 iter: 9539 total_loss: 1.588 loss_cls: 0.4243 loss_box_reg: 0.6559 loss_mask: 0.3508 loss_rpn_cls: 0.03741 loss_rpn_loc: 0.05033 time: 0.1745 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 13:12:20 d2.utils.events]:  eta: 3:53:17 iter: 9559 total_loss: 1.473 loss_cls: 0.4838 loss_box_reg: 0.6379 loss_mask: 0.3377 loss_rpn_cls: 0.03311 loss_rpn_loc: 0.04787 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:12:23 d2.utils.events]:  eta: 3:53:23 iter: 9579 total_loss: 1.613 loss_cls: 0.4755 loss_box_reg: 0.6269 loss_mask: 0.3967 loss_rpn_cls: 0.03194 loss_rpn_loc: 0.04995 time: 0.1745 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 13:12:27 d2.utils.events]:  eta: 3:53:19 iter: 9599 total_loss: 1.564 loss_cls: 0.48 loss_box_reg: 0.6377 loss_mask: 0.3787 loss_rpn_cls: 0.04019 loss_rpn_loc: 0.05301 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:12:30 d2.utils.events]:  eta: 3:53:16 iter: 9619 total_loss: 1.608 loss_cls: 0.4579 loss_box_reg: 0.6702 loss_mask: 0.3486 loss_rpn_cls: 0.03368 loss_rpn_loc: 0.05446 time: 0.1745 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:12:34 d2.utils.events]:  eta: 3:53:10 iter: 9639 total_loss: 1.523 loss_cls: 0.4847 loss_box_reg: 0.6176 loss_mask: 0.3367 loss_rpn_cls: 0.03619 loss_rpn_loc: 0.04472 time: 0.1745 data_time: 0.0079 lr: 0.0025 max_mem: 2343M [03/13 13:12:37 d2.utils.events]:  eta: 3:52:59 iter: 9659 total_loss: 1.483 loss_cls: 0.4264 loss_box_reg: 0.6288 loss_mask: 0.3635 loss_rpn_cls: 0.03392 loss_rpn_loc: 0.04451 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:12:41 d2.utils.events]:  eta: 3:52:54 iter: 9679 total_loss: 1.613 loss_cls: 0.4328 loss_box_reg: 0.6051 loss_mask: 0.3515 loss_rpn_cls: 0.03107 loss_rpn_loc: 0.03258 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:12:44 d2.utils.events]:  eta: 3:52:52 iter: 9699 total_loss: 1.581 loss_cls: 0.4453 loss_box_reg: 0.6444 loss_mask: 0.3698 loss_rpn_cls: 0.03589 loss_rpn_loc: 0.04288 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:12:48 d2.utils.events]:  eta: 3:52:38 iter: 9719 total_loss: 1.698 loss_cls: 0.4953 loss_box_reg: 0.6739 loss_mask: 0.4131 loss_rpn_cls: 0.04495 loss_rpn_loc: 0.04458 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:12:51 d2.utils.events]:  eta: 3:52:43 iter: 9739 total_loss: 1.584 loss_cls: 0.455 loss_box_reg: 0.5993 loss_mask: 0.3625 loss_rpn_cls: 0.0405 loss_rpn_loc: 0.0485 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:12:55 d2.utils.events]:  eta: 3:52:40 iter: 9759 total_loss: 1.775 loss_cls: 0.5074 loss_box_reg: 0.6444 loss_mask: 0.4093 loss_rpn_cls: 0.05692 loss_rpn_loc: 0.06355 time: 0.1745 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 13:12:58 d2.utils.events]:  eta: 3:52:29 iter: 9779 total_loss: 1.566 loss_cls: 0.4335 loss_box_reg: 0.5926 loss_mask: 0.3762 loss_rpn_cls: 0.04178 loss_rpn_loc: 0.04465 time: 0.1745 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 13:13:02 d2.utils.events]:  eta: 3:52:33 iter: 9799 total_loss: 1.549 loss_cls: 0.48 loss_box_reg: 0.6147 loss_mask: 0.3393 loss_rpn_cls: 0.03929 loss_rpn_loc: 0.03655 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:13:05 d2.utils.events]:  eta: 3:52:30 iter: 9819 total_loss: 1.557 loss_cls: 0.4355 loss_box_reg: 0.6166 loss_mask: 0.3927 loss_rpn_cls: 0.03646 loss_rpn_loc: 0.06006 time: 0.1745 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:13:09 d2.utils.events]:  eta: 3:52:35 iter: 9839 total_loss: 1.526 loss_cls: 0.464 loss_box_reg: 0.6466 loss_mask: 0.3651 loss_rpn_cls: 0.03852 loss_rpn_loc: 0.04107 time: 0.1745 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:13:12 d2.utils.events]:  eta: 3:52:27 iter: 9859 total_loss: 1.461 loss_cls: 0.4573 loss_box_reg: 0.5724 loss_mask: 0.3481 loss_rpn_cls: 0.03302 loss_rpn_loc: 0.03612 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:13:16 d2.utils.events]:  eta: 3:52:28 iter: 9879 total_loss: 1.591 loss_cls: 0.4861 loss_box_reg: 0.662 loss_mask: 0.3636 loss_rpn_cls: 0.03614 loss_rpn_loc: 0.05267 time: 0.1745 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:13:20 d2.utils.events]:  eta: 3:52:20 iter: 9899 total_loss: 1.488 loss_cls: 0.4179 loss_box_reg: 0.6423 loss_mask: 0.3404 loss_rpn_cls: 0.03346 loss_rpn_loc: 0.04364 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:13:23 d2.utils.events]:  eta: 3:52:18 iter: 9919 total_loss: 1.586 loss_cls: 0.4173 loss_box_reg: 0.6639 loss_mask: 0.3672 loss_rpn_cls: 0.03055 loss_rpn_loc: 0.0693 time: 0.1745 data_time: 0.0080 lr: 0.0025 max_mem: 2343M [03/13 13:13:27 d2.utils.events]:  eta: 3:52:12 iter: 9939 total_loss: 1.558 loss_cls: 0.4502 loss_box_reg: 0.6299 loss_mask: 0.3786 loss_rpn_cls: 0.02615 loss_rpn_loc: 0.03848 time: 0.1745 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:13:30 d2.utils.events]:  eta: 3:52:07 iter: 9959 total_loss: 1.505 loss_cls: 0.405 loss_box_reg: 0.6311 loss_mask: 0.394 loss_rpn_cls: 0.03665 loss_rpn_loc: 0.05158 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:13:34 d2.utils.events]:  eta: 3:52:01 iter: 9979 total_loss: 1.659 loss_cls: 0.4688 loss_box_reg: 0.6366 loss_mask: 0.4019 loss_rpn_cls: 0.04661 loss_rpn_loc: 0.06159 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:13:37 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0009999.pth [03/13 13:13:40 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.23 seconds. [03/13 13:13:40 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 13:13:40 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 | | | | | [03/13 13:13:40 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 13:13:40 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 13:13:40 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/13 13:13:40 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 13:13:41 d2.evaluation.evaluator]: Start inference on 645 images /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: 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.) num_fg = fg_inds.nonzero().numel() [03/13 13:13:49 d2.evaluation.evaluator]: Inference done 11/645. 0.0432 s / img. ETA=0:00:33 [03/13 13:13:54 d2.evaluation.evaluator]: Inference done 106/645. 0.0426 s / img. ETA=0:00:28 [03/13 13:13:59 d2.evaluation.evaluator]: Inference done 200/645. 0.0427 s / img. ETA=0:00:23 [03/13 13:14:04 d2.evaluation.evaluator]: Inference done 296/645. 0.0426 s / img. ETA=0:00:18 [03/13 13:14:09 d2.evaluation.evaluator]: Inference done 391/645. 0.0427 s / img. ETA=0:00:13 [03/13 13:14:14 d2.evaluation.evaluator]: Inference done 486/645. 0.0427 s / img. ETA=0:00:08 [03/13 13:14:19 d2.evaluation.evaluator]: Inference done 582/645. 0.0427 s / img. ETA=0:00:03 [03/13 13:14:22 d2.evaluation.evaluator]: Total inference time: 0:00:34.220223 (0.053469 s / img per device, on 1 devices) [03/13 13:14:22 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042722 s / im[03/13 13:14:23] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 13:14:23] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/13 13:14:23] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/13 13:14:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.48 seconds. [03/13 13:14:23] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 13:14:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/13 13:14:23] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.761 | 26.157 | 9.253 | 1.473 | 7.439 | 15.499 | [03/13 13:14:23] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 21.596 | books | 2.199 | chair | 9.340 | | furniture | 6.024 | painting | 30.232 | sofa | 8.149 | | table | 5.647 | tv | 8.722 | window | 13.936 | [03/13 13:14:24] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/13 13:14:25] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.15 seconds. [03/13 13:14:25] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 13:14:25] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/13 13:14:25] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 10.561 | 21.123 | 9.231 | 0.317 | 5.577 | 15.875 | [03/13 13:14:25] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 16.891 | books | 2.672 | chair | 5.565 | | furniture | 3.004 | painting | 36.739 | sofa | 4.373 | | table | 1.313 | tv | 9.416 | window | 15.072 | [03/13 13:14:25] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 13:14:25] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 13:14:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:14:25] d2.evaluation.testing INFO: copypaste: 11.7606,26.1574,9.2532,1.4732,7.4391,15.4987 [03/13 13:14:25] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 13:14:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:14:25] d2.evaluation.testing INFO: copypaste: 10.5607,21.1226,9.2313,0.3174,5.5772,15.8748 [03/13 13:14:25] d2.utils.events INFO: eta: 3:51:59 iter: 9999 total_loss: 1.569 loss_cls: 0.4842 loss_box_reg: 0.6355 loss_mask: 0.362 loss_rpn_cls: 0.03743 loss_rpn_loc: 0.05246 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:14:28] d2.utils.events INFO: eta: 3:51:53 iter: 10019 total_loss: 1.638 loss_cls: 0.4756 loss_box_reg: 0.6522 loss_mask: 0.4084 loss_rpn_cls: 0.04472 loss_rpn_loc: 0.05402 time: 0.1745 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 13:14:32] d2.utils.events INFO: eta: 3:51:52 iter: 10039 total_loss: 1.539 loss_cls: 0.4373 loss_box_reg: 0.6084 loss_mask: 0.3462 loss_rpn_cls: 0.04417 loss_rpn_loc: 0.04388 time: 0.1745 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 13:14:35] d2.utils.events INFO: eta: 3:51:51 iter: 10059 total_loss: 1.625 loss_cls: 0.5067 loss_box_reg: 0.6186 loss_mask: 0.3456 loss_rpn_cls: 0.0368 loss_rpn_loc: 0.05556 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:14:39] d2.utils.events INFO: eta: 3:51:50 iter: 10079 total_loss: 1.579 loss_cls: 0.4551 loss_box_reg: 0.6224 loss_mask: 0.3449 loss_rpn_cls: 0.03945 loss_rpn_loc:|:-----:|:------:| | 10.561 | 21.123 | 9.231 | 0.317 | 5.577 | 15.875 | [03/13 13:14:25 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 16.891 | books | 2.672 | chair | 5.565 | | furniture | 3.004 | painting | 36.739 | sofa | 4.373 | | table | 1.313 | tv | 9.416 | window | 15.072 | [03/13 13:14:25 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 13:14:25 d2.evaluation.testing]: copypaste: Task: bbox [03/13 13:14:25 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:14:25 d2.evaluation.testing]: copypaste: 11.7606,26.1574,9.2532,1.4732,7.4391,15.4987 [03/13 13:14:25 d2.evaluation.testing]: copypaste: Task: segm [03/13 13:14:25 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:14:25 d2.evaluation.testing]: copypaste: 10.5607,21.1226,9.2313,0.3174,5.5772,15.8748 [03/13 13:14:25 d2.utils.events]:  eta: 3:51:59 iter: 9999 total_loss: 1.569 loss_cls: 0.4842 loss_box_reg: 0.6355 loss_mask: 0.362 loss_rpn_cls: 0.03743 loss_rpn_loc: 0.05246 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:14:28 d2.utils.events]:  eta: 3:51:53 iter: 10019 total_loss: 1.638 loss_cls: 0.4756 loss_box_reg: 0.6522 loss_mask: 0.4084 loss_rpn_cls: 0.04472 loss_rpn_loc: 0.05402 time: 0.1745 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 13:14:32 d2.utils.events]:  eta: 3:51:52 iter: 10039 total_loss: 1.539 loss_cls: 0.4373 loss_box_reg: 0.6084 loss_mask: 0.3462 loss_rpn_cls: 0.04417 loss_rpn_loc: 0.04388 time: 0.1745 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 13:14:35 d2.utils.events]:  eta: 3:51:51 iter: 10059 total_loss: 1.625 loss_cls: 0.5067 loss_box_reg: 0.6186 loss_mask: 0.3456 loss_rpn_cls: 0.0368 loss_rpn_loc: 0.05556 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:14:39 d2.utils.events]:  eta: 3:51:50 iter: 10079 total_loss: 1.579 loss_cls: 0.4551 loss_box_reg: 0.6224 loss_mask: 0.3449 loss_rpn_cls: 0.03945 loss_rpn_loc: 0.04899 time: 0.1745 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:14:42 d2.utils.events]:  eta: 3:51:55 iter: 10099 total_loss: 1.561 loss_cls: 0.4812 loss_box_reg: 0.5823 loss_mask: 0.3942 loss_rpn_cls: 0.03616 loss_rpn_loc: 0.03915 time: 0.1745 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 13:14:46 d2.utils.events]:  eta: 3:51:49 iter: 10119 total_loss: 1.578 loss_cls: 0.4766 loss_box_reg: 0.6238 loss_mask: 0.3523 loss_rpn_cls: 0.02938 loss_rpn_loc: 0.04749 time: 0.1745 data_time: 0.0079 lr: 0.0025 max_mem: 2343M [03/13 13:14:50 d2.utils.events]:  eta: 3:51:56 iter: 10139 total_loss: 1.486 loss_cls: 0.4095 loss_box_reg: 0.6109 loss_mask: 0.3225 loss_rpn_cls: 0.03356 loss_rpn_loc: 0.0397 time: 0.1745 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:14:53 d2.utils.events]:  eta: 3:51:53 iter: 10159 total_loss: 1.588 loss_cls: 0.4543 loss_box_reg: 0.6034 loss_mask: 0.3972 loss_rpn_cls: 0.0311 loss_rpn_loc: 0.03703 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:14:56 d2.utils.events]:  eta: 3:51:41 iter: 10179 total_loss: 1.663 loss_cls: 0.553 loss_box_reg: 0.671 loss_mask: 0.4071 loss_rpn_cls: 0.04404 loss_rpn_loc: 0.05599 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:15:00 d2.utils.events]:  eta: 3:51:44 iter: 10199 total_loss: 1.607 loss_cls: 0.436 loss_box_reg: 0.6418 loss_mask: 0.3827 loss_rpn_cls: 0.03166 loss_rpn_loc: 0.0466 time: 0.1745 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:15:03 d2.utils.events]:  eta: 3:51:44 iter: 10219 total_loss: 1.497 loss_cls: 0.4189 loss_box_reg: 0.5991 loss_mask: 0.3647 loss_rpn_cls: 0.0324 loss_rpn_loc: 0.05409 time: 0.1745 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:15:07 d2.utils.events]:  eta: 3:51:47 iter: 10239 total_loss: 1.495 loss_cls: 0.4563 loss_box_reg: 0.6041 loss_mask: 0.3287 loss_rpn_cls: 0.02802 loss_rpn_loc: 0.04248 time: 0.1745 data_time: 0.0103 lr: 0.0025 max_mem: 2343M [03/13 13:15:11 d2.utils.events]:  eta: 3:51:44 iter: 10259 total_loss: 1.673 loss_cls: 0.4947 loss_box_reg: 0.671 loss_mask: 0.3827 loss_rpn_cls: 0.04962 loss_rpn_loc: 0.05238 time: 0.1745 data_time: 0.0103 lr: 0.0025 max_mem: 2343M [03/13 13:15:14 d2.utils.events]:  eta: 3:51:38 iter: 10279 total_loss: 1.409 loss_cls: 0.3742 loss_box_reg: 0.6246 loss_mask: 0.3322 loss_rpn_cls: 0.03801 loss_rpn_loc: 0.0469 time: 0.1745 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 13:15:18 d2.utils.events]:  eta: 3:51:36 iter: 10299 total_loss: 1.654 loss_cls: 0.4696 loss_box_reg: 0.6449 loss_mask: 0.3944 loss_rpn_cls: 0.0418 loss_rpn_loc: 0.05521 time: 0.1745 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:15:21 d2.utils.events]:  eta: 3:51:40 iter: 10319 total_loss: 1.606 loss_cls: 0.4391 loss_box_reg: 0.6344 loss_mask: 0.3757 loss_rpn_cls: 0.04081 loss_rpn_loc: 0.04769 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:15:25 d2.utils.events]:  eta: 3:51:38 iter: 10339 total_loss: 1.464 loss_cls: 0.4232 loss_box_reg: 0.6008 loss_mask: 0.3392 loss_rpn_cls: 0.0337 loss_rpn_loc: 0.03973 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:15:28 d2.utils.events]:  eta: 3:51:38 iter: 10359 total_loss: 1.592 loss_cls: 0.423 loss_box_reg: 0.6659 loss_mask: 0.3572 loss_rpn_cls: 0.03036 loss_rpn_loc: 0.04918 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:15:32 d2.utils.events]:  eta: 3:51:35 iter: 10379 total_loss: 1.587 loss_cls: 0.4182 loss_box_reg: 0.6771 loss_mask: 0.3723 loss_rpn_cls: 0.03642 loss_rpn_loc: 0.0465 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:15:35 d2.utils.events]:  eta: 3:51:31 iter: 10399 total_loss: 1.723 loss_cls: 0.4844 loss_box_reg: 0.6638 loss_mask: 0.391 loss_rpn_cls: 0.03762 loss_rpn_loc: 0.05311 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:15:39 d2.utils.events]:  eta: 3:51:24 iter: 10419 total_loss: 1.502 loss_cls: 0.4211 loss_box_reg: 0.5804 loss_mask: 0.3406 loss_rpn_cls: 0.0343 loss_rpn_loc: 0.046 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:15:42 d2.utils.events]:  eta: 3:51:13 iter: 10439 total_loss: 1.487 loss_cls: 0.4389 loss_box_reg: 0.5862 loss_mask: 0.3317 loss_rpn_cls: 0.03596 loss_rpn_loc: 0.04216 time: 0.1745 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 13:15:46 d2.utils.events]:  eta: 3:51:17 iter: 10459 total_loss: 1.47 loss_cls: 0.3719 loss_box_reg: 0.6301 loss_mask: 0.3555 loss_rpn_cls: 0.03543 loss_rpn_loc: 0.04767 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:15:49 d2.utils.events]:  eta: 3:51:10 iter: 10479 total_loss: 1.747 loss_cls: 0.5413 loss_box_reg: 0.6369 loss_mask: 0.364 loss_rpn_cls: 0.04924 loss_rpn_loc: 0.06853 time: 0.1745 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:15:53 d2.utils.events]:  eta: 3:51:11 iter: 10499 total_loss: 1.371 loss_cls: 0.3748 loss_box_reg: 0.5889 loss_mask: 0.3728 loss_rpn_cls: 0.03178 loss_rpn_loc: 0.03752 time: 0.1745 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:15:56 d2.utils.events]:  eta: 3:51:10 iter: 10519 total_loss: 1.63 loss_cls: 0.493 loss_box_reg: 0.6473 loss_mask: 0.3676 loss_rpn_cls: 0.03642 loss_rpn_loc: 0.0494 time: 0.1745 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 13:16:00 d2.utils.events]:  eta: 3:51:10 iter: 10539 total_loss: 1.567 loss_cls: 0.4573 loss_box_reg: 0.6321 loss_mask: 0.3303 loss_rpn_cls: 0.03449 loss_rpn_loc: 0.06068 time: 0.1745 data_time: 0.00utils.events INFO: eta: 3:50:49 iter: 10579 total_loss: 1.456 loss_cls: 0.4182 loss_box_reg: 0.6314 loss_mask: 0.3612 loss_rpn_cls: 0.03639 loss_rpn_loc: 0.04744 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:16:10] d2.utils.events INFO: eta: 3:50:37 iter: 10599 total_loss: 1.526 loss_cls: 0.433 loss_box_reg: 0.6524 loss_mask: 0.3498 loss_rpn_cls: 0.03714 loss_rpn_loc: 0.05424 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:16:14] d2.utils.events INFO: eta: 3:50:40 iter: 10619 total_loss: 1.566 loss_cls: 0.422 loss_box_reg: 0.6221 loss_mask: 0.3709 loss_rpn_cls: 0.04395 loss_rpn_loc: 0.04207 time: 0.1745 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:16:17] d2.utils.events INFO: eta: 3:50:48 iter: 10639 total_loss: 1.613 loss_cls: 0.4699 loss_box_reg: 0.662 loss_mask: 0.3933 loss_rpn_cls: 0.03334 loss_rpn_loc: 0.03549 time: 0.1745 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:16:21] d2.utils.events INFO: eta: 3:50:52 iter: 10659 total_loss: 1.442 loss_cls: 0.4247 loss_box_reg: 0.6206 loss_mask: 0.3458 loss_rpn_cls: 0.03375 loss_rpn_loc: 0.05267 time: 0.1745 data_time: 0.0096 lr: 0.0025 max_mem: 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eta: 3:50:52 iter: 10759 total_loss: 1.507 loss_cls: 0.486 loss_box_reg: 0.6106 loss_mask: 0.3448 loss_rpn_cls: 0.04598 loss_rpn_loc: 0.04052 time: 0.1745 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 13:16:42] d2.utils.events INFO: eta: 3:50:53 iter: 10779 total_loss: 1.649 loss_cls: 0.484 loss_box_reg: 0.6431 loss_mask: 0.4093 loss_rpn_cls: 0.04031 loss_rpn_loc: 0.04477 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:16:45] d2.utils.events INFO: eta: 3:50:33 iter: 10799 total_loss: 1.483 loss_cls: 0.4015 loss_box_reg: 0.6161 loss_mask: 0.3395 loss_rpn_cls: 0.0375 loss_rpn_loc: 0.0496 time: 0.1745 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:16:49] d2.utils.events INFO: eta: 3:50:36 iter: 10819 total_loss: 1.564 loss_cls: 0.4607 loss_box_reg: 0.6489 loss_mask: 0.3692 loss_rpn_cls: 0.03043 loss_rpn_loc: 0.04316 time: 0.1745 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:16:52] d2.utils.events INFO: eta: 3:50:14 iter: 10839 total_loss: 1.542 loss_cls: 0.4409 loss_box_reg: 0.6218 loss_mask: 0.3799 loss_rpn_cls: 0.0384 loss_rpn_loc: 0.04208 time: 0.1745 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 13:16:56] d2.utils.events INFO: eta: 3:50:07 iter: 10859 total_loss: 1.401 loss_cls: 0.4177 loss_box_reg: 0.5818 loss_mask: 0.3176 loss_rpn_cls: 0.0345 loss_rpn_loc: 0.04836 time: 0.1745 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 13:16:59] d2.utils.events INFO: eta: 3:49:56 iter: 10879 total_loss: 1.459 loss_cls: 0.3806 loss_box_reg: 0.6065 loss_mask: 0.3787 loss_rpn_cls: 0.03269 loss_rpn_loc: 0.04435 time: 0.1745 data_time: 0.0085 lr: 0.0025 max_mem: 2343M : 0.3176 loss_rpn_cls: 0.0345 loss_rpn_loc: 0.04836 time: 0.1745 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 13:16:59 d2.utils.events]:  eta: 3:49:56 iter: 10879 total_loss: 1.459 loss_cls: 0.3806 loss_box_reg: 0.6065 loss_mask: 0.3787 loss_rpn_cls: 0.03269 loss_rpn_loc: 0.04435 time: 0.1745 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:17:03 d2.utils.events]:  eta: 3:50:03 iter: 10899 total_loss: 1.48 loss_cls: 0.4808 loss_box_reg: 0.6104 loss_mask: 0.3529 loss_rpn_cls: 0.0341 loss_rpn_loc: 0.03999 time: 0.1745 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:17:06 d2.utils.events]:  eta: 3:49:39 iter: 10919 total_loss: 1.462 loss_cls: 0.4129 loss_box_reg: 0.6258 loss_mask: 0.3515 loss_rpn_cls: 0.03244 loss_rpn_loc: 0.03177 time: 0.1745 data_time: 0.0073 lr: 0.0025 max_mem: 2343M [03/13 13:17:10 d2.utils.events]:  eta: 3:49:35 iter: 10939 total_loss: 1.521 loss_cls: 0.4437 loss_box_reg: 0.5981 loss_mask: 0.3813 loss_rpn_cls: 0.04464 loss_rpn_loc: 0.0679 time: 0.1745 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 13:17:13 d2.utils.events]:  eta: 3:49:39 iter: 10959 total_loss: 1.424 loss_cls: 0.3929 loss_box_reg: 0.5894 loss_mask: 0.3532 loss_rpn_cls: 0.03031 loss_rpn_loc: 0.04396 time: 0.1745 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:17:17 d2.utils.events]:  eta: 3:49:24 iter: 10979 total_loss: 1.576 loss_cls: 0.46 loss_box_reg: 0.6325 loss_mask: 0.3766 loss_rpn_cls: 0.04342 loss_rpn_loc: 0.04811 time: 0.1745 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:17:20 d2.utils.events]:  eta: 3:49:28 iter: 10999 total_loss: 1.629 loss_cls: 0.4999 loss_box_reg: 0.6327 loss_mask: 0.38 loss_rpn_cls: 0.03617 loss_rpn_loc: 0.0539 time: 0.1745 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 13:17:24 d2.utils.events]:  eta: 3:49:30 iter: 11019 total_loss: 1.556 loss_cls: 0.4695 loss_box_reg: 0.6275 loss_mask: 0.3482 loss_rpn_cls: 0.03503 loss_rpn_loc: 0.05163 time: 0.1745 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 13:17:27 d2.utils.events]:  eta: 3:49:32 iter: 11039 total_loss: 1.484 loss_cls: 0.4419 loss_box_reg: 0.5804 loss_mask: 0.3657 loss_rpn_cls: 0.0385 loss_rpn_loc: 0.04281 time: 0.1745 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:17:31 d2.utils.events]:  eta: 3:49:21 iter: 11059 total_loss: 1.552 loss_cls: 0.4077 loss_box_reg: 0.6157 loss_mask: 0.3522 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d2.utils.events]:  eta: 3:40:52 iter: 14279 total_loss: 1.314 loss_cls: 0.427 loss_box_reg: 0.5813 loss_mask: 0.3221 loss_rpn_cls: 0.03563 loss_rpn_loc: 0.04215 time: 0.1744 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:26:59 d2.utils.events]:  eta: 3:40:43 iter: 14299 total_loss: 1.385 loss_cls: 0.3921 loss_box_reg: 0.5468 loss_mask: 0.3131 loss_rpn_cls: 0.02489 loss_rpn_loc: 0.04068 time: 0.1744 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:27:03 d2.utils.events]:  eta: 3:40:43 iter: 14319 total_loss: 1.434 loss_cls: 0.3748 loss_box_reg: 0.5927 loss_mask: 0.3207 loss_rpn_cls: 0.03138 loss_rpn_loc: 0.03282 time: 0.1744 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 13:27:06 d2.utils.events]:  eta: 3:40:36 iter: 14339 total_loss: 1.332 loss_cls: 0.3477 loss_box_reg: 0.571 loss_mask: 0.3475 loss_rpn_cls: 0.03477 loss_rpn_loc: 0.05164 time: 0.1744 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:27:10 d2.utils.events]:  eta: 3:40:17 iter: 14359 total_loss: 1.409 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d2.utils.events]:  eta: 3:38:27 iter: 14619 total_loss: 1.308 loss_cls: 0.3642 loss_box_reg: 0.5538 loss_mask: 0.3414 loss_rpn_cls: 0.02991 loss_rpn_loc: 0.03288 time: 0.1744 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:27:58 d2.utils.events]:  eta: 3:38:21 iter: 14639 total_loss: 1.412 loss_cls: 0.3553 loss_box_reg: 0.5822 loss_mask: 0.3506 loss_rpn_cls: 0.03448 loss_rpn_loc: 0.047 time: 0.1744 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:28:02 d2.utils.events]:  eta: 3:38:18 iter: 14659 total_loss: 1.418 loss_cls: 0.3972 loss_box_reg: 0.5611 loss_mask: 0.3533 loss_rpn_cls: 0.02742 loss_rpn_loc: 0.05307 time: 0.1744 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:28:05 d2.utils.events]:  eta: 3:38:16 iter: 14679 total_loss: 1.309 loss_cls: 0.3762 loss_box_reg: 0.5551 loss_mask: 0.325 loss_rpn_cls: 0.03306 loss_rpn_loc: 0.04478 time: 0.1744 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:28:09 d2.utils.events]:  eta: 3:38:13 iter: 14699 total_loss: 1.266 loss_cls: 0.3579 loss_box_reg: 0.577 loss_mask: 0.2845 loss_rpn_cls: 0.02597 loss_rpn_loc: 0.03753 time: 0.1744 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:28:12 d2.utils.events]:  eta: 3:38:14 iter: 14719 total_loss: 1.459 loss_cls: 0.4114 loss_box_reg: 0.5625 loss_mask: 0.3276 loss_rpn_cls: 0.03204 loss_rpn_loc: 0.05255 time: 0.1744 data_time: 0.0104 lr: 0.0025 max_mem: 2343M [03/13 13:28:16 d2.utils.events]:  eta: 3:38:12 iter: 14739 total_loscls: 0.3151 loss_box_reg: 0.5249 loss_mask: 0.3079 loss_rpn_cls: 0.02231 loss_rpn_loc: 0.05023 time: 0.1744 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 13:28:23] d2.utils.events INFO: eta: 3:38:08 iter: 14779 total_loss: 1.411 loss_cls: 0.39 loss_box_reg: 0.5732 loss_mask: 0.3394 loss_rpn_cls: 0.02875 loss_rpn_loc: 0.04991 time: 0.1744 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:28:27] d2.utils.events INFO: eta: 3:38:02 iter: 14799 total_loss: 1.415 loss_cls: 0.3765 loss_box_reg: 0.5756 loss_mask: 0.3269 loss_rpn_cls: 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[03/13 13:28:58] d2.utils.events INFO: eta: 3:37:34 iter: 14979 total_loss: 1.42 loss_cls: 0.3639 loss_box_reg: 0.5736 loss_mask: 0.3585 loss_rpn_cls: 0.04051 loss_rpn_loc: 0.05271 time: 0.1744 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:29:02] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0014999.pth [03/13 13:29:03] d2.utils.events INFO: eta: 3:37:21 iter: 14999 total_loss: 1.309 loss_cls: 0.3446 loss_box_reg: 0.5516 loss_mask: 0.2927 loss_rpn_cls: 0.02878 loss_rpn_loc: 0.04928 time: 0.1744 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:29:06] d2.utils.events INFO: eta: 3:37:20 iter: 15019 total_loss: 1.409 loss_cls: 0.3892 loss_box_reg: 0.5748 loss_mask: 0.3086 loss_rpn_cls: 0.02661 loss_rpn_loc: 0.0425 time: 0.1744 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:29:10] d2.utils.events INFO: eta: 3:37:16 iter: 15039 total_loss: 1.276 loss_cls: 0.3309 loss_box_reg: 0.5588 loss_mask: 0.3288 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[03/13 13:42:02 d2.utils.events]:  eta: 3:24:57 iter: 19439 total_loss: 1.282 loss_cls: 0.3566 loss_box_reg: 0.5326 loss_mask: 0.2943 loss_rpn_cls: 0.01981 loss_rpn_loc: 0.03357 time: 0.1743 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:42:05 d2.utils.events]:  eta: 3:24:53 iter: 19459 total_loss: 1.244 loss_cls: 0.3274 loss_box_reg: 0.4999 loss_mask: 0.2978 loss_rpn_cls: 0.02737 loss_rpn_loc: 0.05183 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:42:09 d2.utils.events]:  eta: 3:25:13 iter: 19479 total_loss: 1.125 loss_cls: 0.242 loss_box_reg: 0.4762 loss_mask: 0.2713 loss_rpn_cls: 0.02389 loss_rpn_loc: 0.03612 time: 0.1743 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:42:12 d2.utils.events]:  eta: 3:24:46 iter: 19499 total_loss: 1.187 loss_cls: 0.3244 loss_box_reg: 0.5185 loss_mask: 0.289 loss_rpn_cls: 0.02457 loss_rpn_loc: 0.04043 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:42:16 d2.utils.events]:  eta: 3:24:42 iter: 19519 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INFO: eta: 3:24:13 iter: 19639 total_loss: 1.194 loss_cls: 0.3295 loss_box_reg: 0.563 loss_mask: 0.2938 loss_rpn_cls: 0.02534 loss_rpn_loc: 0.03751 time: 0.1743 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:42:40] d2.utils.events INFO: eta: 3:24:10 iter: 19659 total_loss: 1.273 loss_cls: 0.2694 loss_box_reg: 0.5921 loss_mask: 0.3207 loss_rpn_cls: 0.0319 loss_rpn_loc: 0.04584 time: 0.1743 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:42:44] d2.utils.events INFO: eta: 3:24:14 iter: 19679 total_loss: 1.273 loss_cls: 0.3019 loss_box_reg: 0.5607 loss_mask: 0.3131 loss_rpn_cls: 0.0265 loss_rpn_loc: 0.03903 time: 0.1743 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:42:47] d2.utils.events INFO: eta: 3:24:03 iter: 19699 total_loss: 1.274 loss_cls: 0.3507 loss_box_reg: 0.5449 loss_mask: 0.2897 loss_rpn_cls: 0.03074 loss_rpn_loc: 0.04122 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:42:51] d2.utils.events INFO: eta: 3:23:54 iter: 19719 total_loss: 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[03/13 13:43:42] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 13:43:42] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 13:43:42] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 13:43:42] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/13 13:43:43] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 13:43:44] d2.evaluation.evaluator INFO: Start inference on 645 images [03/13 13:43:51] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0431 s / img. ETA=0:00:33 [03/13 13:43:56] d2.evaluation.evaluator INFO: Inference done 107/645. 0.0431 s / img. ETA=0:00:28 [03/13 13:44:01] d2.evaluation.evaluator INFO: Inference done 204/645. 0.0430 s / img. ETA=0:00:22 [03/13 13:44:06] d2.evaluation.evaluator INFO: Inference done 302/645. 0.0429 s / img. ETA=0:00:17 [03/13 13:44:11] d2.evaluation.evaluator INFO: Inference done 400/645. 0.0428 s / img. ETA=0:00:12 [03/13 13:44:16] d2.evaluation.evaluator INFO: Inference done 496/645. 0.0428 s / img. ETA=0:00:07 [03/13 13:44:21] d2.evaluation.evaluator INFO: Inference done 591/645. 0.0429 s / img. ETA=0:00:02 [03/13 13:44:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.376787 (0.052151 s / img per device, on 1 devices) [03/13 13:44:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.042841 s / img per device, on 1 devices) [03/13 13:44:24] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/13 13:44:24] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 13:44:24] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/13 13:44:24] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/13 13:44:25] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.50 seconds. [03/13 13:44:25] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 13:44:25] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/13 13:44:25] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.966 | 30.211 | 13.215 | 2.520 | 8.935 | 19.611 | [03/13 13:44:25] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 23.724 | books | 5.669 | chair | 15.114 | | furniture | 6.978 | painting | 35.523 | sofa | 12.536 | | table | 7.786 | tv | 9.429 | window | 17.931 | [03/13 13:44:25] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/13 13:44:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.21 seconds. [03/13 13:44:26] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 13:44:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/13 13:44:26] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 12.934 | 24.515 | 12.391 | 0.461 | 6.644 | 18.486 | [03/13 13:44:26] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.031 | books | 5.941 | chair | 8.150 | | furniture | 4.324 | painting | 39.540 | sofa | 7.306 | | table | 2.499 | tv | 11.835 | window | 18.780 | [03/13 13:44:26] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 13:44:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 13:44:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:44:26] d2.evaluation.testing INFO: copypaste: 14.9656,30.2112,13.2152,2.5201,8.9352,19.6110 [03/13 13:44:26] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 13:44:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:44:26] d2.evaluation.testing INFO: copypaste: 12.9340,24.5151,12.3914,0.4612,6.6438,18.4856 [03/13 13:44:26] d2.utils.events INFO: eta: 3:23:13 iter: 19999 total_loss: 1.297 loss_cls: 0.3163 loss_box_reg: 0.5391 loss_mask: 0.2814 loss_rpn_cls: 0.0276 loss_rpn_loc: 0.04901 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:44:30] d2.utils.events INFO: eta: 3:23:05 iter: 20019 total_loss: 1.217 loss_cls: 0.2799 loss_box_reg: 0.5012 loss_mask: 0.2973 loss_rpn_cls: 0.0262 loss_rpn_loc: 0.04378 time: 0.1743 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:44:33] d2.utils.events INFO: eta: 3:22:46 iter: 20039 total_loss: 1.255 loss_cls: 0.3359 loss_box_reg: 0.5581 loss_mask: 0.2979 loss_rpn_cls: 0.02971 loss_rpn_loc: 0.03785 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M 5 | area= all | maxDets= 10 ] = 0.237 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 ] = 0.039 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.137 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.293 [03/13 13:44:26 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 12.934 | 24.515 | 12.391 | 0.461 | 6.644 | 18.486 | [03/13 13:44:26 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 18.031 | books | 5.941 | chair | 8.150 | | furniture | 4.324 | painting | 39.540 | sofa | 7.306 | | table | 2.499 | tv | 11.835 | window | 18.780 | [03/13 13:44:26 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 13:44:26 d2.evaluation.testing]: copypaste: Task: bbox [03/13 13:44:26 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:44:26 d2.evaluation.testing]: copypaste: 14.9656,30.2112,13.2152,2.5201,8.9352,19.6110 [03/13 13:44:26 d2.evaluation.testing]: copypaste: Task: segm [03/13 13:44:26 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 13:44:26 d2.evaluation.testing]: copypaste: 12.9340,24.5151,12.3914,0.4612,6.6438,18.4856 [03/13 13:44:26 d2.utils.events]:  eta: 3:23:13 iter: 19999 total_loss: 1.297 loss_cls: 0.3163 loss_box_reg: 0.5391 loss_mask: 0.2814 loss_rpn_cls: 0.0276 loss_rpn_loc: 0.04901 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:44:30 d2.utils.events]:  eta: 3:23:05 iter: 20019 total_loss: 1.217 loss_cls: 0.2799 loss_box_reg: 0.5012 loss_mask: 0.2973 loss_rpn_cls: 0.0262 loss_rpn_loc: 0.04378 time: 0.1743 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:44:33 d2.utils.events]:  eta: 3:22:46 iter: 20039 total_loss: 1.255 loss_cls: 0.3359 loss_box_reg: 0.5581 loss_mask: 0.2979 loss_rpn_cls: 0.02971 loss_rpn_loc: 0.03785 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:44:37 d2.utils.events]:  eta: 3:22:39 iter: 20059 total_loss: 1.217 loss_cls: 0.3228 loss_box_reg: 0.5523 loss_mask: 0.3017 loss_rpn_cls: 0.0257 loss_rpn_loc: 0.0431 time: 0.1743 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 13:44:41 d2.utils.events]:  eta: 3:22:46 iter: 20079 total_loss: 1.112 loss_cls: 0.2849 loss_box_reg: 0.4963 loss_mask: 0.2714 loss_rpn_cls: 0.02119 loss_rpn_loc: 0.04 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:44:44 d2.utils.events]:  eta: 3:22:48 iter: 20099 total_loss: 1.294 loss_cls: 0.3751 loss_box_reg: 0.5226 loss_mask: 0.3102 loss_rpn_cls: 0.0272 loss_rpn_loc: 0.04709 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:44:47 d2.utils.events]:  eta: 3:22:32 iter: 20119 total_loss: 1.147 loss_cls: 0.3011 loss_box_reg: 0.5526 loss_mask: 0.2684 loss_rpn_cls: 0.02051 loss_rpn_loc: 0.03552 time: 0.1743 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 13:44:51 d2.utils.events]:  eta: 3:22:25 iter: 20139 total_loss: 1.176 loss_cls: 0.3196 loss_box_reg: 0.523 loss_mask: 0.2682 loss_rpn_cls: 0.02107 loss_rpn_loc: 0.03996 time: 0.1743 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:44:54 d2.utils.events]:  eta: 3:22:22 iter: 20159 total_loss: 1.201 loss_cls: 0.3301 loss_box_reg: 0.5107 loss_mask: 0.2717 loss_rpn_cls: 0.02299 loss_rpn_loc: 0.03917 time: 0.1743 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:44:58 d2.utils.events]:  eta: 3:22:44 iter: 20179 total_loss: 1.188 loss_cls: 0.3222 loss_box_reg: 0.4966 loss_mask: 0.2956 loss_rpn_cls: 0.02383 loss_rpn_loc: 0.04325 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:45:01 d2.utils.events]:  eta: 3:22:18 iter: 20199 total_loss: 1.282 loss_cls: 0.3226 loss_box_reg: 0.5539 loss_mask: 0.2998 loss_rpn_cls: 0.0184 loss_rpn_loc: 0.03761 time: 0.1743 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 13:45:05 d2.utils.events]:  eta: 3:22:15 iter: 20219 total_loss: 1.272 loss_cls: 0.3371 loss_box_reg: 0.5713 loss_mask: 0.3195 loss_rpn_cls: 0.02648 loss_rpn_loc: 0.05197 time: 0.1743 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:45:09 d2.utils.events]:  eta: 3:22:18 iter: 20239 total_loss: 1.281 loss_cls: 0.3216 loss_box_reg: 0.5164 loss_mask: 0.3022 loss_rpn_cls: 0.02224 loss_rpn_loc: 0.0461 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:45:12 d2.utils.events]:  eta: 3:22:08 iter: 20259 total_loss: 1.257 loss_cls: 0.3217 loss_box_reg: 0.5001 loss_mask: 0.307 loss_rpn_cls: 0.03086 loss_rpn_loc: 0.04063 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:45:15 d2.utils.events]:  eta: 3:22:01 iter: 20279 total_loss: 1.273 loss_cls: 0.3621 loss_box_reg: 0.5ask: 0.3171 loss_rpn_cls: 0.01949 loss_rpn_loc: 0.03845 time: 0.1743 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 13:45:23] d2.utils.events INFO: eta: 3:22:17 iter: 20319 total_loss: 1.139 loss_cls: 0.3117 loss_box_reg: 0.5133 loss_mask: 0.2954 loss_rpn_cls: 0.0314 loss_rpn_loc: 0.04537 time: 0.1743 data_time: 0.0109 lr: 0.0025 max_mem: 2343M [03/13 13:45:26] d2.utils.events INFO: eta: 3:21:57 iter: 20339 total_loss: 1.211 loss_cls: 0.2915 loss_box_reg: 0.5491 loss_mask: 0.2807 loss_rpn_cls: 0.0168 loss_rpn_loc: 0.03947 time: 0.1743 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:45:30] d2.utils.events INFO: eta: 3:21:49 iter: 20359 total_loss: 1.212 loss_cls: 0.3293 loss_box_reg: 0.513 loss_mask: 0.2879 loss_rpn_cls: 0.01848 loss_rpn_loc: 0.04979 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:45:33] d2.utils.events INFO: eta: 3:22:09 iter: 20379 total_loss: 1.238 loss_cls: 0.324 loss_box_reg: 0.5453 loss_mask: 0.2843 loss_rpn_cls: 0.02482 loss_rpn_loc: 0.0416 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:45:36] d2.utils.events INFO: eta: 3:21:43 iter: 20399 total_loss: 1.249 loss_cls: 0.3141 loss_box_reg: 0.5283 loss_mask: 0.303 loss_rpn_cls: 0.02881 loss_rpn_loc: 0.04906 time: 0.1743 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:45:40] d2.utils.events INFO: eta: 3:21:40 iter: 20419 total_loss: 1.159 loss_cls: 0.3064 loss_box_reg: 0.5413 loss_mask: 0.2783 loss_rpn_cls: 0.02209 loss_rpn_loc: 0.04087 time: 0.1743 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:45:44] d2.utils.events INFO: eta: 3:21:36 iter: 20439 total_loss: 1.169 loss_cls: 0.2926 loss_box_reg: 0.4979 loss_mask: 0.2864 loss_rpn_cls: 0.01905 loss_rpn_loc: 0.03506 time: 0.1743 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 13:45:47] d2.utils.events INFO: eta: 3:21:25 iter: 20459 total_loss: 1.292 loss_cls: 0.3659 loss_box_reg: 0.5259 loss_mask: 0.3172 loss_rpn_cls: 0.02329 loss_rpn_loc: 0.03566 time: 0.1743 data_time: 0.0081 lr: 0.0025 max_mem: 2343M [03/13 13:45:51] d2.utils.events INFO: eta: 3:21:18 iter: 20479 total_loss: 1.273 loss_cls: 0.3295 loss_box_reg: 0.5164 loss_mask: 0.2917 loss_rpn_cls: 0.02852 loss_rpn_loc: 0.05272 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:45:54] d2.utils.events INFO: eta: 3:21:22 iter: 20499 total_loss: 1.361 loss_cls: 0.3437 loss_box_reg: 0.5281 loss_mask: 0.3038 loss_rpn_cls: 0.03217 loss_rpn_loc: 0.05109 time: 0.1743 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:45:58] d2.utils.events INFO: eta: 3:21:16 iter: 20519 total_loss: 1.191 loss_cls: 0.3402 loss_box_reg: 0.5022 loss_mask: 0.302 loss_rpn_cls: 0.02379 loss_rpn_loc: 0.03788 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:46:01] d2.utils.events INFO: eta: 3:21:18 iter: 20539 total_loss: 1.161 loss_cls: 0.2487 loss_box_reg: 0.4841 loss_mask: 0.2527 loss_rpn_cls: 0.0198 loss_rpn_loc: 0.03062 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:46:04] d2.utils.events INFO: eta: 3:21:17 iter: 20559 total_loss: 1.252 loss_cls: 0.3265 loss_box_reg: 0.527 loss_mask: 0.286 loss_rpn_cls: 0.02586 loss_rpn_loc: 0.04375 time: 0.1743 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 13:46:08] d2.utils.events INFO: eta: 3:21:15 iter: 20579 total_loss: 1.215 loss_cls: 0.3158 loss_box_reg: 0.5315 loss_mask: 0.2911 loss_rpn_cls: 0.02062 loss_rpn_loc: 0.05542 time: 0.1743 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:46:12] d2.utils.events INFO: eta: 3:21:25 iter: 20599 total_loss: 1.089 loss_cls: 0.2851 loss_box_reg: 0.5145 loss_mask: 0.2751 loss_rpn_cls: 0.01873 loss_rpn_loc: 0.03911 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:46:15] d2.utils.events INFO: eta: 3:21:11 iter: 20619 total_loss: 1.127 loss_cls: 0.2817 loss_box_reg: 0.4661 loss_mask: 0.2868 loss_rpn_cls: 0.02264 loss_rpn_loc: 0.044ss_rpn_cls: 0.01873 loss_rpn_loc: 0.03911 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:46:15 d2.utils.events]:  eta: 3:21:11 iter: 20619 total_loss: 1.127 loss_cls: 0.2817 loss_box_reg: 0.4661 loss_mask: 0.2868 loss_rpn_cls: 0.02264 loss_rpn_loc: 0.0447 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:46:19 d2.utils.events]:  eta: 3:21:07 iter: 20639 total_loss: 1.231 loss_cls: 0.3094 loss_box_reg: 0.5493 loss_mask: 0.3033 loss_rpn_cls: 0.0146 loss_rpn_loc: 0.03706 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:46:22 d2.utils.events]:  eta: 3:21:02 iter: 20659 total_loss: 1.154 loss_cls: 0.2815 loss_box_reg: 0.532 loss_mask: 0.2784 loss_rpn_cls: 0.01918 loss_rpn_loc: 0.03053 time: 0.1743 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:46:26 d2.utils.events]:  eta: 3:20:56 iter: 20679 total_loss: 1.201 loss_cls: 0.2683 loss_box_reg: 0.5372 loss_mask: 0.2602 loss_rpn_cls: 0.02323 loss_rpn_loc: 0.03742 time: 0.1743 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:46:29 d2.utils.events]:  eta: 3:20:54 iter: 20699 total_loss: 1.369 loss_cls: 0.361 loss_box_reg: 0.5895 loss_mask: 0.3298 loss_rpn_cls: 0.0243 loss_rpn_loc: 0.04538 time: 0.1743 data_time: 0.0105 lr: 0.0025 max_mem: 2343M [03/13 13:46:33 d2.utils.events]:  eta: 3:20:49 iter: 20719 total_loss: 1.22 loss_cls: 0.3409 loss_box_reg: 0.5174 loss_mask: 0.3219 loss_rpn_cls: 0.02419 loss_rpn_loc: 0.0481 time: 0.1743 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:46:36 d2.utils.events]:  eta: 3:20:54 iter: 20739 total_loss: 1.256 loss_cls: 0.3626 loss_box_reg: 0.5326 loss_mask: 0.309 loss_rpn_cls: 0.02705 loss_rpn_loc: 0.0474 time: 0.1743 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:46:40 d2.utils.events]:  eta: 3:20:46 iter: 20759 total_loss: 1.208 loss_cls: 0.29 loss_box_reg: 0.5067 loss_mask: 0.2813 loss_rpn_cls: 0.02197 loss_rpn_loc: 0.0381 time: 0.1743 data_time: 0.0079 lr: 0.0025 max_mem: 2343M [03/13 13:46:43 d2.utils.events]:  eta: 3:21:10 iter: 20779 total_loss: 1.216 loss_cls: 0.3234 loss_box_reg: 0.5342 loss_mask: 0.2953 loss_rpn_cls: 0.02489 loss_rpn_loc: 0.03391 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:46:47 d2.utils.events]:  eta: 3:20:43 iter: 20799 total_loss: 1.146 loss_cls: 0.348 loss_box_reg: 0.5097 loss_mask: 0.2599 loss_rpn_cls: 0.02165 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eta: 3:17:42 iter: 21999 total_loss: 1.199 loss_cls: 0.3556 loss_box_reg: 0.5037 loss_mask: 0.304 loss_rpn_cls: 0.02498 loss_rpn_loc: 0.0416 time: 0.1743 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 13:50:21 d2.utils.events]:  eta: 3:17:36 iter: 22019 total_loss: 1.165 loss_cls: 0.3217 loss_box_reg: 0.4915 loss_mask: 0.261 loss_rpn_cls: 0.02285 loss_rpn_loc: 0.04168 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:50:24 d2.utils.events]:  eta: 3:17:30 iter: 22039 total_loss: 1.24 loss_cls: 0.3259 loss_box_reg: 0.5403 loss_mask: 0.2859 loss_rpn_cls: 0.02523 loss_rpn_loc: 0.04405 time: 0.1743 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:50:28 d2.utils.events]:  eta: 3:17:25 iter: 22059 total_loss: 1.22 loss_cls: 0.301 loss_box_reg: 0.5406 loss_mask: 0.2692 loss_rpn_cls: 0.01753 loss_rpn_loc: 0.03796 time: 0.1743 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:50:31 d2.utils.events]:  eta: 3:17:25 iter: 22079 total_loss: 1.177 loss_cls: 0.318 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[03/13 13:56:32 d2.utils.events]:  eta: 3:11:29 iter: 24139 total_loss: 1.254 loss_cls: 0.3117 loss_box_reg: 0.5404 loss_mask: 0.2961 loss_rpn_cls: 0.0224 los.04403 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 13:56:39] d2.utils.events INFO: eta: 3:11:13 iter: 24179 total_loss: 1.047 loss_cls: 0.2488 loss_box_reg: 0.4855 loss_mask: 0.2556 loss_rpn_cls: 0.0196 loss_rpn_loc: 0.03455 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:56:42] d2.utils.events INFO: eta: 3:10:58 iter: 24199 total_loss: 1.071 loss_cls: 0.2635 loss_box_reg: 0.4563 loss_mask: 0.2545 loss_rpn_cls: 0.02047 loss_rpn_loc: 0.04121 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 13:56:46] d2.utils.events INFO: eta: 3:10:43 iter: 24219 total_loss: 1.174 loss_cls: 0.2798 loss_box_reg: 0.4763 loss_mask: 0.2956 loss_rpn_cls: 0.02123 loss_rpn_loc: 0.03744 time: 0.1742 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 13:56:49] d2.utils.events INFO: eta: 3:10:37 iter: 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loss_rpn_loc: 0.04074 time: 0.1742 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:58:30 d2.utils.events]:  eta: 3:08:41 iter: 24819 total_loss: 1.117 loss_cls: 0.2803 loss_box_reg: 0.4491 loss_mask: 0.2537 loss_rpn_cls: 0.02781 loss_rpn_loc: 0.03696 time: 0.1742 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 13:58:34 d2.utils.events]:  eta: 3:08:17 iter: 24839 total_loss: 1.166 loss_cls: 0.2991 loss_box_reg: 0.4834 loss_mask: 0.2612 loss_rpn_cls: 0.01961 loss_rpn_loc: 0.04229 time: 0.1742 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 13:58:37 d2.utils.events]:  eta: 3:08:12 iter: 24859 total_loss: 1.275 loss_cls: 0.2628 loss_box_reg: 0.5397 loss_mask: 0.2996 loss_rpn_cls: 0.02432 loss_rpn_loc: 0.03901 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:58:41 d2.utils.events]:  eta: 3:08:08 iter: 24879 total_loss: 1.178 loss_cls: 0.3441 loss_box_reg: 0.4946 loss_mask: 0.2716 loss_rpn_cls: 0.01577 loss_rpn_loc: 0.04654 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:58:44 d2.utils.events]:  eta: 3:08:30 iter: 24899 total_loss: 1.104 loss_cls: 0.2742 loss_box_reg: 0.5497 loss_mask: 0.2732 loss_rpn_cls: 0.01722 loss_rpn_loc: 0.04557 time: 0.1742 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 13:58:48 d2.utils.events]:  eta: 3:08:20 iter: 24919 total_loss: 1.125 loss_cls: 0.2515 loss_box_reg: 0.5115 loss_mask: 0.2625 loss_rpn_cls: 0.02442 loss_rpn_loc: 0.03611 time: 0.1742 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:58:51 d2.utils.events]:  eta: 3:07:53 iter: 24939 total_loss: 1.163 loss_cls: 0.263 loss_box_reg: 0.5254 loss_mask: 0.2763 loss_rpn_cls: 0.01758 loss_rpn_loc: 0.03663 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 13:58:54 d2.utils.events]:  eta: 3:07:50 iter: 24959 total_loss: 1.126 loss_cls: 0.2973 loss_box_reg: 0.5076 loss_mask: 0.2662 loss_rpn_cls: 0.02537 loss_rpn_loc: 0.03731 time: 0.1742 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:58:58 d2.utils.events]:  eta: 3:07:44 iter: 24979 total_loss: 1 loss_cls: 0.2399 loss_box_reg: 0.4398 loss_mask: 0.2456 loss_rpn_cls: 0.01894 loss_rpn_loc: 0.03487 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:59:01 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0024999.pth [03/13 13:59:03 d2.utils.events]:  eta: 3:07:38 iter: 24999 total_loss: 1.072 loss_cls: 0.2667 loss_box_reg: 0.4658 loss_mask: 0.2462 loss_rpn_cls: 0.01634 loss_rpn_loc: 0.03068 time: 0.1742 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:59:06 d2.utils.events]:  eta: 3:07:35 iter: 25019 total_loss: 0.9934 loss_cls: 0.2055 loss_box_reg: 0.4591 loss_mask: 0.2543 loss_rpn_cls: 0.02047 loss_rpn_loc: 0.03365 time: 0.1742 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 13:59:10 d2.utils.events]:  eta: 3:07:37 iter: 25039 total_loss: 1.21 loss_cls: 0.3199 loss_box_reg: 0.5483 loss_mask: 0.3083 loss_rpn_cls: 0.02181 loss_rpn_loc: 0.04258 time: 0.1742 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 13:59:13 d2.utils.events]:  eta: 3:07:51 iter: 25059 total_loss: 1.135 loss_cls: 0.2867 loss_box_reg: 0.4582 loss_mask: 0.3063 loss_rpn_cls: 0.01661 loss_rpn_loc: 0.03953 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 13:59:17 d2.utils.events]:  eta: 3:07:48 iter: 25079 total_loss: 1.129 loss_cls: 0.3105 loss_box_reg: 0.4731 loss_mask: 0.2697 loss_rpn_cls: 0.01845 loss_rpn_loc: 0.0402 time: 0.1742 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 13:59:20 d2.utils.events]:  eta: 3:07:30 iter: 25099 total_loss: 0.9888 loss_cls: 0.2437 lo358 loss_mask: 0.2582 loss_rpn_cls: 0.0251 loss_rpn_loc: 0.05017 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 13:59:27] d2.utils.events INFO: eta: 3:07:47 iter: 25139 total_loss: 1.172 loss_cls: 0.3589 loss_box_reg: 0.5077 loss_mask: 0.2857 loss_rpn_cls: 0.02058 loss_rpn_loc: 0.03566 time: 0.1742 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 13:59:31] d2.utils.events INFO: eta: 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0.2489 loss_box_reg: 0.4969 loss_mask: 0.2766 loss_rpn_cls: 0.01897 loss_rpn_loc: 0.0455 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 13:59:48] d2.utils.events INFO: eta: 3:07:34 iter: 25259 total_loss: 1.1 loss_cls: 0.2981 loss_box_reg: 0.4962 loss_mask: 0.2674 loss_rpn_cls: 0.01484 loss_rpn_loc: 0.02976 time: 0.1742 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 13:59:52] d2.utils.events INFO: eta: 3:07:34 iter: 25279 total_loss: 1.039 loss_cls: 0.2564 loss_box_reg: 0.4465 loss_mask: 0.2631 loss_rpn_cls: 0.02115 loss_rpn_loc: 0.03544 time: 0.1742 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 13:59:55] d2.utils.events INFO: eta: 3:07:31 iter: 25299 total_loss: 1.136 loss_cls: 0.2864 loss_box_reg: 0.4952 loss_mask: 0.2829 loss_rpn_cls: 0.01997 loss_rpn_loc: 0.03545 time: 0.1742 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 13:59:59] d2.utils.events INFO: eta: 3:07:49 iter: 25319 total_loss: 1.036 loss_cls: 0.2319 loss_box_reg: 0.4654 loss_mask: 0.2422 loss_rpn_cls: 0.0231 loss_rpn_loc: 0.03715 time: 0.1742 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 14:00:02] d2.utils.events INFO: eta: 3:07:29 iter: 25339 total_loss: 1.19 loss_cls: 0.2614 loss_box_reg: 0.5186 loss_mask: 0.283 loss_rpn_cls: 0.02031 loss_rpn_loc: 0.04384 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:00:06] d2.utils.events INFO: eta: 3:07:23 iter: 25359 total_loss: 1.162 loss_cls: 0.2659 loss_box_reg: 0.5356 loss_mask: 0.2563 loss_rpn_cls: 0.01718 loss_rpn_loc: 0.0437 time: 0.1742 data_time: 0.0103 lr: 0.0025 max_mem: 2343M [03/13 14:00:09] d2.utils.events INFO: eta: 3:07:20 iter: 25379 total_loss: 1.08 loss_cls: 0.261 loss_box_reg: 0.4987 loss_mask: 0.2909 loss_rpn_cls: 0.01928 loss_rpn_loc: 0.03275 time: 0.1742 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:00:13] d2.utils.events INFO: eta: 3:07:06 iter: 25399 total_loss: 1.226 loss_cls: 0.328 loss_box_reg: 0.5293 loss_mask: 0.283 loss_rpn_cls: 0.02307 loss_rpn_loc: 0.06238 time: 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d2.utils.events]:  eta: 3:05:58 iter: 25559 total_loss: 1.042 loss_cls: 0.2316 loss_box_reg: 0.4751 loss_mask: 0.2542 loss_rpn_cls: 0.01885 loss_rpn_loc: 0.0284 time: 0.1742 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:00:44 d2.utils.events]:  eta: 3:05:54 iter: 25579 total_loss: 1.054 loss_cls: 0.2851 loss_box_reg: 0.5124 loss_mask: 0.2767 loss_rpn_cls: 0.01902 loss_rpn_loc: 0.03073 time: 0.1742 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 14:00:47 d2.utils.events]:  eta: 3:05:55 iter: 25599 total_loss: 1.127 loss_cls: 0.252 loss_box_reg: 0.515 loss_mask: 0.2861 loss_rpn_cls: 0.01494 loss_rpn_loc: 0.03851 time: 0.1742 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 14:00:51 d2.utils.events]:  eta: 3:05:56 iter: 25619 total_loss: 1.12 loss_cls: 0.2676 loss_box_reg: 0.4778 loss_mask: 0.2611 loss_rpn_cls: 0.02207 loss_rpn_loc: 0.03756 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:00:54 d2.utils.events]:  eta: 3:05:51 iter: 25639 total_loss: 1.099 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1.017 loss_cls: 0.2302 loss_box_reg: 0.4669 loss_mask: 0.2548 loss_rpn_cls: 0.02335 loss_rpn_loc: 0.02993 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:04:56 d2.utils.events]:  eta: 3:03:33 iter: 27019 total_loss: 1.131 loss_cls: 0.2888 loss_box_reg: 0.4792 loss_mask: 0.2404 loss_rpn_cls: 0.0267 loss_rpn_loc: 0.03715 time: 0.1742 data_time: 0.0074 lr: 0.0025 max_mem: 2343M [03/1.utils.events INFO: eta: 3:03:10 iter: 27059 total_loss: 1.144 loss_cls: 0.2672 loss_box_reg: 0.509 loss_mask: 0.2665 loss_rpn_cls: 0.01842 loss_rpn_loc: 0.03741 time: 0.1742 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 14:05:06] d2.utils.events INFO: eta: 3:03:14 iter: 27079 total_loss: 1.158 loss_cls: 0.3094 loss_box_reg: 0.4879 loss_mask: 0.2927 loss_rpn_cls: 0.02265 loss_rpn_loc: 0.0431 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:05:10] d2.utils.events INFO: eta: 3:03:17 iter: 27099 total_loss: 1.01 loss_cls: 0.2264 loss_box_reg: 0.4326 loss_mask: 0.2767 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[03/13 14:12:49] d2.utils.events INFO: eta: 2:54:36 iter: 29719 total_loss: 1.106 loss_cls: 0.2623 loss_box_reg: 0.4648 loss_mask: 0.2759 loss_rpn_cls: 0.01725 loss_rpn_loc: 0.03328 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:12:52] d2.utils.events INFO: eta: 2:54:30 iter: 29739 total_loss: 1.047 loss_cls: 0.283 loss_box_reg: 0.4361 loss_mask: 0.2292 loss_rpn_cls: 0.01696 loss_rpn_loc: 0.03314 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:12:55] d2.utils.events INFO: eta: 2:54:27 iter: 29759 total_loss: 1.038 loss_cls: 0.2693 loss_box_reg: 0.4727 loss_mask: 0.2473 loss_rpn_cls: 0.01429 loss_rpn_loc: 0.03946 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:12:59] d2.utils.events INFO: eta: 2:54:20 iter: 29779 total_loss: 1.037 loss_cls: 0.2584 loss_box_reg: 0.4638 loss_mask: 0.2367 loss_rpn_cls: 0.02038 loss_rpn_loc: 0.02878 time: 0.1741 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:13:02] d2.utils.events INFO: eta: 2:54:16 iter: 29799 total_loss: 0.9839 loss_cls: 0.2147 loss_box_reg: 0.4663 loss_mask: 0.2538 loss_rpn_cls: 0.02045 loss_rpn_loc: 0.04158 time: 0.1741 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:13:06] d2.utils.events INFO: eta: 2:54:07 iter: 29819 total_loss: 1.036 loss_cls: 0.2345 loss_box_reg: 0.4603 loss_mask: 0.2697 loss_rpn_cls: 0.01395 loss_rpn_loc: 0.03481 time: 0.1741 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 14:13:09] d2.utils.events INFO: eta: 2:54:01 iter: 29839 total_loss: 0.9911 loss_cls: 0.2384 loss_box_reg: 0.4345 loss_mask: 0.2494 loss_rpn_cls: 0.01406 loss_rpn_loc: 0.0337 time: 0.1741 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 14:13:13] d2.utils.events INFO: eta: 2:54:05 iter: 29859 total_loss: 1.189 loss_cls: 0.3194 loss_box_reg: 0.4945 loss_mask: 0.2696 loss_rpn_cls: 0.01811 loss_rpn_loc: 0.04761 time: 0.1741 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 14:13:16] d2.utils.events INFO: eta: 2:53:46 iter: 29879 total_loss: 1.208 loss_cls: 0.2784 loss_box_reg: 0.5231 loss_mask: 0.3059 loss_rpn_cls: 0.02217 loss_rpn_loc: 0.0403 time: 0.1741 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 14:13:20] d2.utils.events INFO: eta: 2:53:41 iter: 29899 total_loss: 1.038 loss_cls: 0.2749 loss_box_reg: 0.4759 loss_mask: 0.2297 loss_rpn_cls: 0.01971 loss_rpn_loc: 0.03868 time: 0.1741 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:13:23] d2.utils.events INFO: eta: 2:53:30 iter: 29919 total_loss: 1.147 loss_cls: 0.2553 loss_box_reg: 0.4862 loss_mask: 0.2435 loss_rpn_cls: 0.01561 loss_rpn_loc: 0.03485 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:13:27] d2.utils.events INFO: eta: 2:53:19 iter: 29939 total_loss: 0.9216 loss_cls: 0.2056 loss_box_reg: 0.4242 loss_mask: 0.2425 loss_rpn_cls: 0.01828 loss_rpn_loc: 0.03073 time: 0. 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:13:27 d2.utils.events]:  eta: 2:53:19 iter: 29939 total_loss: 0.9216 loss_cls: 0.2056 loss_box_reg: 0.4242 loss_mask: 0.2425 loss_rpn_cls: 0.01828 loss_rpn_loc: 0.03073 time: 0.1741 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 14:13:30 d2.utils.events]:  eta: 2:53:11 iter: 29959 total_loss: 1.034 loss_cls: 0.2376 loss_box_reg: 0.4707 loss_mask: 0.2621 loss_rpn_cls: 0.01445 loss_rpn_loc: 0.038 time: 0.1741 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:13:34 d2.utils.events]:  eta: 2:53:06 iter: 29979 total_loss: 1.014 loss_cls: 0.2424 loss_box_reg: 0.4658 loss_mask: 0.2915 loss_rpn_cls: 0.02022 loss_rpn_loc: 0.03552 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:13:37 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0029999.pth [03/13 14:13:40 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.20 seconds. [03/13 14:13:40 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 14:13:40 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 14:13:40 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 14:13:40 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/13 14:13:40 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 14:13:41 d2.evaluation.evaluator]: Start inference on 645 images [03/13 14:13:48 d2.evaluation.evaluator]: Inference done 11/645. 0.0432 s / img. ETA=0:00:34 [03/13 14:13:53 d2.evaluation.evaluator]: Inference done 101/645. 0.0433 s / img. ETA=0:00:30 [03/13 14:13:58 d2.evaluation.evaluator]: Inference done 194/645. 0.0431 s / img. ETA=0:00:24 [03/13 14:14:03 d2.evaluation.evaluator]: Inference done 285/645. 0.0431 s / img. ETA=0:00:19 [03/13 14:14:08 d2.evaluation.evaluator]: Inference done 380/645. 0.0430 s / img. ETA=0:00:14 [03/13 14:14:14 d2.evaluation.evaluator]: Inference done 470/645. 0.0431 s / img. ETA=0:00:09 [03/13 14:14:19 d2.evaluation.evaluator]: Inference done 562/645. 0.0430 s / img. ETA=0:00:04 [03/13 14:14:23 d2.evaluation.evaluator]: Total inference time: 0:00:35.367827 (0.055262 s / img per device, on 1 devices) [03/13 14:14:23 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.043090 s / img per device, on 1 devices) [03/13 14:14:23 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/13 14:14:24 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 14:14:24 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/13 14:14:24 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/13 14:14:24 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.50 seconds. [03/13 14:14:24 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/13 14:14:24 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 ] = 0.142 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.119 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.023 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.087 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets14:14:24] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/13 14:14:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.14 seconds. [03/13 14:14:26] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 14:14:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/13 14:14:26] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 11.476 | 23.584 | 10.353 | 1.533 | 6.798 | 17.034 | [03/13 14:14:26] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 11.888 | books | 6.740 | chair | 8.031 | | furniture | 5.886 | painting | 39.219 | sofa | 6.462 | | table | 2.280 | tv | 8.836 | window | 13.941 | [03/13 14:14:26] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 14:14:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 14:14:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:14:26] d2.evaluation.testing INFO: copypaste: 14.2250,29.8296,11.8856,2.2831,8.7306,19.4134 [03/13 14:14:26] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 14:14:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:14:26] d2.evaluation.testing INFO: copypaste: 11.4760,23.5844,10.3533,1.5335,6.7979,17.0343 [03/13 14:14:26] d2.utils.events INFO: eta: 2:53:04 iter: 29999 total_loss: 1.042 loss_cls: 0.2484 loss_box_reg: 0.4368 loss_mask: 0.2916 loss_rpn_cls: 0.01757 loss_rpn_loc: 0.05115 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:14:29] d2.utils.events INFO: eta: 2:53:05 iter: 30019 total_loss: 1.034 loss_cls: 0.2446 loss_box_reg: 0.4335 loss_mask: 0.2462 loss_rpn_cls: 0.0119 loss_rpn_loc: 0.02992 time: 0.1741 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:14:33] d2.utils.events INFO: eta: 2:52:59 iter: 30039 total_loss: 1.101 loss_cls: 0.2537 loss_box_reg: 0.4946 loss_mask: 0.2565 loss_rpn_cls: 0.017 loss_rpn_loc: 0.03617 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:14:36] d2.utils.events INFO: eta: 2:52:56 iter: 30059 total_loss: 0.9326 loss_cls: 0.2034 loss_box_reg: 0.4226 loss_mask: 0.265 loss_rpn_cls: 0.01587 loss_rpn_loc: 0.03192 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:14:40] d2.utils.events INFO: eta: 2:52:55 iter: 30079 total_loss: 1.081 loss_cls: 0.2313 loss_box_reg: 0.4494 loss_mask: 0.3045 loss_rpn_cls: 0.01652 loss_rpn_loc: 0.05018 time: 0.1741 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:14:43] d2.utils.events INFO: eta: 2:52:51 iter: 30099 total_loss: 1.049 loss_cls: 0.2568 loss_box_reg: 0.449 loss_mask: 0.276 loss_rpn_cls: 0.01373 loss_rpn_loc: 0.03864 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M | 8.031 | | furniture | 5.886 | painting | 39.219 | sofa | 6.462 | | table | 2.280 | tv | 8.836 | window | 13.941 | [03/13 14:14:26 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 14:14:26 d2.evaluation.testing]: copypaste: Task: bbox [03/13 14:14:26 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:14:26 d2.evaluation.testing]: copypaste: 14.2250,29.8296,11.8856,2.2831,8.7306,19.4134 [03/13 14:14:26 d2.evaluation.testing]: copypaste: Task: segm [03/13 14:14:26 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:14:26 d2.evaluation.testing]: copypaste: 11.4760,23.5844,10.3533,1.5335,6.7979,17.0343 [03/13 14:14:26 d2.utils.events]:  eta: 2:53:04 iter: 29999 total_loss: 1.042 loss_cls: 0.2484 loss_box_reg: 0.4368 loss_mask: 0.2916 loss_rpn_cls: 0.01757 loss_rpn_loc: 0.05115 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:14:29 d2.utils.events]:  eta: 2:53:05 iter: 30019 total_loss: 1.034 loss_cls: 0.2446 loss_box_reg: 0.4335 loss_mask: 0.2462 loss_rpn_cls: 0.0119 loss_rpn_loc: 0.02992 time: 0.1741 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:14:33 d2.utils.events]:  eta: 2:52:59 iter: 30039 total_loss: 1.101 loss_cls: 0.2537 loss_box_reg: 0.4946 loss_mask: 0.2565 loss_rpn_cls: 0.017 loss_rpn_loc: 0.03617 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:14:36 d2.utils.events]:  eta: 2:52:56 iter: 30059 total_loss: 0.9326 loss_cls: 0.2034 loss_box_reg: 0.4226 loss_mask: 0.265 loss_rpn_cls: 0.01587 loss_rpn_loc: 0.03192 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:14:40 d2.utils.events]:  eta: 2:52:55 iter: 30079 total_loss: 1.081 loss_cls: 0.2313 loss_box_reg: 0.4494 loss_mask: 0.3045 loss_rpn_cls: 0.01652 loss_rpn_loc: 0.05018 time: 0.1741 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:14:43 d2.utils.events]:  eta: 2:52:51 iter: 30099 total_loss: 1.049 loss_cls: 0.2568 loss_box_reg: 0.449 loss_mask: 0.276 loss_rpn_cls: 0.01373 loss_rpn_loc: 0.03864 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:14:47 d2.utils.events]:  eta: 2:52:57 iter: 30119 total_loss: 1.019 loss_cls: 0.2231 loss_box_reg: 0.4525 loss_mask: 0.2465 loss_rpn_cls: 0.01369 loss_rpn_loc: 0.03135 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:14:50 d2.utils.events]:  eta: 2:52:53 iter: 30139 total_loss: 0.9569 loss_cls: 0.268 loss_box_reg: 0.4386 loss_mask: 0.2308 loss_rpn_cls: 0.01182 loss_rpn_loc: 0.02374 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:14:54 d2.utils.events]:  eta: 2:52:39 iter: 30159 total_loss: 1.053 loss_cls: 0.2613 loss_box_reg: 0.4689 loss_mask: 0.2492 loss_rpn_cls: 0.01564 loss_rpn_loc: 0.03744 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:14:57 d2.utils.events]:  eta: 2:52:33 iter: 30179 total_loss: 1.026 loss_cls: 0.2414 loss_box_reg: 0.4364 loss_mask: 0.2249 loss_rpn_cls: 0.01708 loss_rpn_loc: 0.03776 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:15:01 d2.utils.events]:  eta: 2:52:39 iter: 30199 total_loss: 1.024 loss_cls: 0.2657 loss_box_reg: 0.4724 loss_mask: 0.2456 loss_rpn_cls: 0.01366 loss_rpn_loc: 0.04033 time: 0.1741 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 14:15:04 d2.utils.events]:  eta: 2:52:35 iter: 30219 total_loss: 1.092 loss_cls: 0.3005 loss_box_reg: 0.445 loss_mask: 0.2789 loss_rpn_cls: 0.01703 loss_rpn_loc: 0.03499 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:15:08 d2.utils.events]:  eta: 2:52:37 iter: 30239 total_loss: 0.9882 loss_cls: 0.1934 loss_box_reg: 0.487 loss_mask: 0.2644 loss_rpn_cls: 0.01602 loss_rpn_loc: 0.04591 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:15:11 d2.utils.events]:  eta: 2:52:33 iter: 30259 total_loss: 1.028 loss_cls: 0.2232 loss_box_reg: 0.4198 loss_mask: 0.2606 loss_rpn_cls: 0.01629 loss_rpn_loc: 0.03107 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:15:15 d2.utils.events]:  eta: 2:52:31 iter: 30279 total_loss: 0.9463 loss_cls: 0.1848 loss_box_reg: 0.4435 loss_mask: 0.2199 loss_rpn_cls: 0.01991 loss_rpn_loc: 0.03714 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:15:18 d2.utils.events]:  eta: 2:52:28 iter: 30299 total_loss: 1.045 loss_cls: 0.2713 loss_box_reg: 0.4417 loss_mask: 0.2823 loss_rpn_cls: 0.01683 loss_rpn_loc: 0.03529 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:15:22 d2.utils.events]:  eta: 2:52:30 iter: 30319 total_loss: 1.084 loss_cls: 0.3166 loss_box_reg: 0.4517 loss_mask: 0.2414 loss_rpn_cls: 0.02129 loss_rpn_loc: 0.0412 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:15:25 d2.utils.events]:  eta: 2:52:26 iter: 30339 total_loss: 1.067 loss_cls: 0.2398 loss_box_reg: 0.4466 loss_mask: 0.2548 loss_rpn_cls: 0.02116 loss_rpn_loc: 0.03248 time: 0.1741 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:15:29 d2.utils.events]:  eta: 2:52:20 iter: 30359 total_loss: 0.9936 loss_cls: 0.2383 loss_box_reg: 0.4527 loss_mask: 0.2251 loss_rpn_cls: 0.01651 loss_rpn_loc: 0.03622 time: 0.1741 data_time: 0.0081 lr: 0.0025 max_mem: 2343M [03/13 14:15:32 d2.utils.events]:  eta: 2:52:30 iter: 30379 total_loss: 0.9209 loss_cls: 0.2152 loss_box_reg: 0.4004 loss_mask: 0.2667 loss_rpn_cls: 0.01581 loss_rpn_loc: 0.03587 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:15:36 d2.utils.events]:  eta: 2:52:26 iter: 30399 total_loss: 1.031 loss_cls: 0.2378 loss_box_reg: 0.4581 loss_mask: 0.264 loss_rpn_cls: 0.01335 loss_rpn_loc: 0.03367 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:15:39 d2.utils.events]:  eta: 2:52:30 iter: 30419 total_loss: 0.9411 loss_cls: 0.2208 loss_box_reg: 0.4206 loss_mask: 0.255 loss_rpn_cls: 0.01951 loss_rpn_loc: 0.04337 time: 0.1741 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:15:43 d2.utils.events]:  eta: 2:52:27 iter: 30439 total_loss: 1.043 loss_cls: 0.2357 loss_box_reg: 0.4806 loss_mask: 0.2521 loss_rpn_cls: 0.01677 loss_rpn_loc: 0.0426 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:15:46 d2.utils.events]:  eta: 2:52:22 iter: 30459 total_loss: 0.9957 loss_cls: 0.2438 loss_box_reg: 0.4307 loss_mask: 0.2261 loss_rpn_cls: 0.01338 loss_rpn_loc: 0.0314 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:15:50 d2.utils.events]:  eta: 2:52:07 iter: 30479 total_loss: 1.134 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loss_mask: 0.243 loss_rpn_cls: 0.01705 loss_rpn_loc: 0.03263 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:20:05 d2.utils.events]:  eta: 2:49:00 iter: 31939 total_lo loss_cls: 0.2286 loss_box_reg: 0.457 loss_mask: 0.1966 loss_rpn_cls: 0.01116 loss_rpn_loc: 0.03403 time: 0.1741 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:20:12] d2.utils.events INFO: eta: 2:48:43 iter: 31979 total_loss: 1.029 loss_cls: 0.2477 loss_box_reg: 0.4864 loss_mask: 0.243 loss_rpn_cls: 0.01579 loss_rpn_loc: 0.03308 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:20:16] d2.utils.events INFO: eta: 2:48:36 iter: 31999 total_loss: 1.006 loss_cls: 0.2258 loss_box_reg: 0.4528 loss_mask: 0.258 loss_rpn_cls: 0.01143 loss_rpn_loc: 0.03485 time: 0.1741 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:20:19] d2.utils.events INFO: eta: 2:48:19 iter: 32019 total_loss: 0.9655 loss_cls: 0.2233 loss_box_reg: 0.4326 loss_mask: 0.2447 loss_rpn_cls: 0.01193 loss_rpn_loc: 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eta: 2:41:35 iter: 34539 total_loss: 1.056 loss_cls: 0.2132 loss_box_reg: 0.4669 loss_mask: 0.2498 loss_rpn_cls: 0.01445 loss_rpn_loc: 0.0296 time: 0.1741 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 14:27:44 d2.utils.events]:  eta: 2:41:55 iter: 34559 total_loss: 0.9498 loss_cls: 0.2615 loss_box_reg: 0.434 loss_mask: 0.252 loss_rpn_cls: 0.01357 loss_rpn_loc: 0.03276 time: 0.1741 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 14:27:48 d2.utils.events]:  eta: 2:41:35 iter: 34579 total_loss: 0.9746 loss_cls: 0.2371 loss_box_reg: 0.4501 loss_mask: 0.217 loss_rpn_cls: 0.01998 loss_rpn_loc: 0.04182 time: 0.1741 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:27:51 d2.utils.events]:  eta: 2:41:36 iter: 34599 total_loss: 0.941 loss_cls: 0.1802 loss_box_reg: 0.4698 loss_mask: 0.2339 loss_rpn_cls: 0.01612 loss_rpn_loc: 0.03376 time: 0.1741 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:27:55 d2.utils.events]:  eta: 2:41:44 iter: 34619 total_loss: 0.8964 loss_cls: 0.1816 loss_box_reg: 0.4332 loss_mask: 0.2125 loss_rpn_cls: 0.01049 loss_rpn_loc: 0.03291 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:27:58 d2.utils.events]:  eta: 2:41:24 iter: 34639 total_loss: 0.9811 loss_cls: 0.2265 loss_box_reg: 0.4411 loss_mask: 0.2106 loss_rpn_cls: 0.0128 loss_rpn_loc: 0.03757 time: 0.1741 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 14:28:01 d2.utils.events]:  eta: 2:41:02 iter: 34659 total_loss: 0.941 loss_cls: 0.2232 loss_box_reg: 0.4397 loss_mask: 0.2401 loss_rpn_cls: 0.01749 loss_rpn_loc: 0.0335 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:28:05 d2.utils.events]:  eta: 2:40:56 iter: 34679 total_loss: 0.9978 loss_cls: 0.2628 loss_box_reg: 0.4544 loss_mask: 0.2514 loss_rpn_cls: 0.01688 loss_rpn_loc: 0.03461 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:28:09 d2.utils.events]:  eta: 2:40:53 iter: 34699 total_loss: 0.9358 loss_cls: 0.1959 loss_box_reg: 0.4311 loss_mask: 0.2543 loss_rpn_cls: 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d2.utils.events]:  eta: 2:40:20 iter: 34879 total_loss: 1.042 loss_cls: 0.2254 loss_box_reg: 0.472 loss_mask: 0.2675 loss_rpn_cls: 0.0108 loss_rpn_loc: 0.03357 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:28:44 d2.utils.events]:  eta: 2:40:18 iter: 34899 total_loss: 0.946 loss_cls: 0.2462 loss_box_reg: 0.4346 loss_mask: 0.2249 loss_rpn_cls: 0.01283 loss_rpn_loc: 0.04699 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:28:47 d2.utils.events]:  eta: 2:40:25 iter: 34919 total_loss: 0.981 loss_cls: 0.2426 loss_box_reg: 0.4354 loss_mask: 0.2056 loss_rpn_cls: 0.01347 loss_rpn_loc: 0.03504 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:28:51 d2.utils.events]:  eta: 2:40:13 iter: 34939 total_loss: 0.9997 loss_cls: 0.2585 loss_box_reg: 0.4637 loss_mask: 0.2509 loss_rpn_cls: 0.01262 loss_rpn_loc: 0.04163 time: 0.1741 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 14:28:54 d2.utils.events]:  eta: 2:40:07 iter: 34959 total_loss: 1.016 loss_cls: 0.2513 loss_box_reg: 0.4304 loss_mask: 0.22 loss_rpn_cls: 0.01533 loss_rpn_loc: 0.03225 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:28:58 d2.utils.events]:  eta: 2:40:02 iter: 34979 total_loss: 0.9758 loss_cls: 0.212 loss_box_reg: 0.4793 loss_mask: 0.2676 loss_rpn_cls: 0.01163 loss_rpn_loc: 0.03516 time: 0.1741 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 14:29:01 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0034999.pth [03/13 14:29:02 d2.utils.events]:  eta: 2:40:00 iter: 34999 total_loss: 0.9671 loss_cls: 0.1989 loss_box_reg: 0.4222 loss_mask: 0.2254 loss_rpn_cls: 0.01186 loss_rpn_loc: 0.02784 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:29:06 d2.utils.events]:  eta: 2:39:57 iter: 35019 total_loss: 0.8363 loss_cls: 0.1531 loss_box_reg: 0.4195 loss_mask: 0.2144 loss_rpn_cls: 0.01478 loss_rpn_loc: 0.03625 time: 0.1741 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 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total_loss: 0.9798 loss_cls: 0.2251 loss_box_reg: 0.4505 loss_mask: 0.238 loss_rpn_cls: 0.01401 loss_rpn_loc: 0.03148 time: 0.1741 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:29:26 d2.utils.events]:  eta: 2:39:24 iter: 35139 total_loss: 0.9364 loss_cls: 0.2048 loss_box_reg: 0.4368 loss_mask: 0.2279 loss_rpn_cls: 0.009749 loss_rpn_loc: 0.03589 time: 0.1741 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 14:29:30 d2.utils.events]:  eta: 2:39:17 iter: 35159 total_loss: 0.9834 loss_cls: 0.2445 loss_box_reg: 0.4335 loss_mask: 0.2395 loss_rpn_cls: 0.01461 loss_rpn_loc: 0.03192 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:29:33 d2.utils.events]:  eta: 2:39:24 iter: 35179 total_loss: 0.997 loss_cls: 0.2116 loss_box_reg: 0.4653 loss_mask: 0.2406 loss_rpn_cls: 0.01834 loss_rpn_loc: 0.03067 time: 0.1741 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:29:37 d2.utils.events]:  eta: 2:39:19 iter: 35199 total_loss: 1.002 loss_cls: 0.2318 loss_box_reg: 0.4205 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[03/13 14:30:08 d2.utils.events]:  eta: 2:38:15 iter: 35379 total_loss: 0.8809 loss_cls: 0.1799 loss_box_reg: 0.4122 loss_mask: 0.2597 loss_rpn_cls: 0.009326 loss_rpn_loc: 0.03295 time: 0.1741 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:30:12 d2.utils.events]:  eta: 2:38:19 iter: 35399 total_loss: 0.7517 loss_cls: 0.1544 loss_box_reg: 0.3907 loss_mask: 0.184 loss_rpn_cls: 0.01398 loss_rpn_loc: 0.02988 time: 0.1741 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:30:15 d2.utils.events]:  eta: 2:37:56 iter: 35419 total_loss: 0.9289 loss_cls: 0.1725 loss_box_reg: 0.4157 loss_mask: 0.2492 loss_rpn_cls: 0.01789 loss_rpn_loc: 0.03168 time: 0.1741 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:30:19 d2.utils.events]:  eta: 2:37:52 iter: 35439 total_loss: 0.9611 loss_cls: 0.2217 loss_box_reg: 0.444 loss_mask: 0.2359 loss_rpn_cls: 0.01102 loss_rpn_loc: 0.02515 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:30:22 d2.utils.events]:  eta: 2:37:50 iter: 35459 total_loss: 0.9179 loss_cls: 0.1728 loss_box_reg: 0.sk: 0.2447 loss_rpn_cls: 0.01041 loss_rpn_loc: 0.02836 time: 0.1741 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:30:26] d2.utils.events INFO: eta: 2:37:48 iter: 35479 total_loss: 0.9037 loss_cls: 0.1743 loss_box_reg: 0.429 loss_mask: 0.2269 loss_rpn_cls: 0.01304 loss_rpn_loc: 0.03531 time: 0.1741 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:30:29] d2.utils.events INFO: eta: 2:38:02 iter: 35499 total_loss: 0.7823 loss_cls: 0.1537 loss_box_reg: 0.39 loss_mask: 0.2071 loss_rpn_cls: 0.01019 loss_rpn_loc: 0.03607 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:30:33] d2.utils.events INFO: eta: 2:37:48 iter: 35519 total_loss: 0.944 loss_cls: 0.1978 loss_box_reg: 0.4026 loss_mask: 0.2528 loss_rpn_cls: 0.01308 loss_rpn_loc: 0.03315 time: 0.1741 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 14:30:36] d2.utils.events INFO: eta: 2:37:51 iter: 35539 total_loss: 1.03 loss_cls: 0.2152 loss_box_reg: 0.4796 loss_mask: 0.2564 loss_rpn_cls: 0.01358 loss_rpn_loc: 0.03242 time: 0.1741 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:30:40] d2.utils.events INFO: eta: 2:37:30 iter: 35559 total_loss: 1.077 loss_cls: 0.271 loss_box_reg: 0.4674 loss_mask: 0.2418 loss_rpn_cls: 0.01248 loss_rpn_loc: 0.03622 time: 0.1741 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 14:30:43] d2.utils.events INFO: eta: 2:37:27 iter: 35579 total_loss: 0.9261 loss_cls: 0.2114 loss_box_reg: 0.4236 loss_mask: 0.235 loss_rpn_cls: 0.01369 loss_rpn_loc: 0.03044 time: 0.1741 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:30:47] d2.utils.events INFO: eta: 2:37:26 iter: 35599 total_loss: 0.9077 loss_cls: 0.1998 loss_box_reg: 0.4195 loss_mask: 0.1887 loss_rpn_cls: 0.008894 loss_rpn_loc: 0.03147 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:30:50] d2.utils.events INFO: eta: 2:37:10 iter: 35619 total_loss: 0.8791 loss_cls: 0.1665 loss_box_reg: 0.4027 loss_mask: 0.2265 loss_rpn_cls: 0.01626 loss_rpn_loc: 0.04131 time: 0.1741 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:30:54] d2.utils.events INFO: eta: 2:37:13 iter: 35639 total_loss: 1.001 loss_cls: 0.2326 loss_box_reg: 0.4505 loss_mask: 0.2402 loss_rpn_cls: 0.01395 loss_rpn_loc: 0.03531 time: 0.1741 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 14:30:57] d2.utils.events INFO: eta: 2:37:17 iter: 35659 total_loss: 0.7979 loss_cls: 0.1523 loss_box_reg: 0.3761 loss_mask: 0.2383 loss_rpn_cls: 0.009378 loss_rpn_loc: 0.02589 time: 0.1741 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:31:01] d2.utils.events INFO: eta: 2:37:16 iter: 35679 total_loss: 0.9429 loss_cls: 0.211 loss_box_reg: 0.4152 loss_mask: 0.2513 loss_rpn_cls: 0.01452 loss_rpn_loc: 0.03744 time: 0.1741 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:31:04] d2.utils.events INFO: eta: 2:37:07 iter: 35699 total_loss: 0.9838 loss_cls: 0.2045 loss_box_reg: 0.4568 loss_mask: 0.2395 loss_rpn_cls: 0.01749 loss_rpn_loc: 0.0397 time: 0.1741 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2343M [03/13 14:42:08 d2.utils.events]:  eta: 2:26:20 iter: 39499 total_loss: 0.8003 loss_cls: 0.1738 loss_box_reg: 0.3734 loss_mask: 0.1885 loss_rpn_cls: 0.01148 loss_rpn_loc: 0.02751 time: 0.1740 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 14:42:12 d2.utils.events]:  eta: 2:26:17 iter: 39519 total_loss: 0.901 loss_cls: 0.1627 loss_box_reg: 0.3982 loss_mask: 0.2195 loss_rpn_cls: 0.01406 loss_rpn_loc: 0.04046 time: 0.1740 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:42:15 d2.utils.events]:  eta: 2:26:24 iter: 39539 total_loss: 0.962 loss_cls: 0.2242 loss_box_reg: 0.4242 loss_mask: 0.224 loss_rpn_cls: 0.01255 loss_rpn_loc: 0.03887 time: 0.1740 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:42:19 d2.utils.events]:  eta: 2:26:20 iter: 39559 total_loss: 0.8809 loss_cls: 0.1734 loss_box_reg: 0.4152 loss_mask: 0.2011 loss_rpn_cls: 0.01093 loss_rpn_loc: 0.02697 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:42:23 d2.utils.events]:  eta: 2:26:19 iter: 39579 total_loss: 0.9147 loss_cls: 0.2065 loss_box_reg: 0.4122 loss_mask: 0.2333 loss_rpn_cls: 0.0138 loss_rpn_loc: 0.04089 time: 0.1740 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 14:42:26 d2.utils.events]:  eta: 2:26:21 iter: 39599 total_loss: 0.8995 loss_cls: 0.1573 loss_box_reg: 0.43 loss_mask: 0.2333 loss_rpn_cls: 0.01599 loss_rpn_loc: 0.04012 time: 0.1740 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 14:42:30 d2.utils.events]:  eta: 2:26:14 iter: 39619 total_loss: 0.8535 loss_cls: 0.1811 loss_box_reg: 0.4161 loss_mask: 0.2233 loss_rpn_cls: 0.01237 loss_rpn_loc: 0.03409 time: 0.1740 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:42:33 d2.utils.events]:  eta: 2:26:06 iter: 39639 total_loss: 0.9021 loss_cls: 0.2331 loss_box_reg: 0.4414 loss_mask: 0.2359 loss_rpn_cls: 0.008677 loss_rpn_loc: 0.03946 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:42:36 d2.utils.events]:  eta: 2:26:01 iter: 39659 total_loss: 0.8545 loss_cls: 0.1773 loss_box_reg: 0.3705 loss_mask: 0.2205 loss_rpn_cls: 0.008339 loss_rpn_loc: 0.03658 time: 0.1740 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:42:40 d2.utils.events]:  eta: 2:26:00 iter: 39679 total_loss: 0.8567 loss_cls: 0.2016 loss_box_reg: 0.3876 loss_mask: 0.2252 loss_rpn_cls: 0.01556 loss_rpn_loc: 0.03925 time: 0.1740 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:42:44 d2.utils.events]:  eta: 2:25:58 iter: 39699 total_loss: 0.8653 loss_cls: 0.169 loss_box_reg: 0.4239 loss_mask: 0.1972 loss_rpn_cls: 0.01018 loss_rpn_loc: 0.03825 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:42:47 d2.utils.events]:  eta: 2:25:53 iter: 39719 total_loss: 0.8511 loss_cls: 0.1953 loss_box_reg: 0.414 loss_mask: 0.1994 loss_rpn_cls: 0.0102 loss_rpn_loc: 0.03363 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:42:51 d2.utils.events]:  eta: 2:25:55 iter: 39739 total_loss: 0.8805 loss_cls: 0.2141 loss_box_reg: 0.4155 loss_mask: 0.2231 loss_rpn_cls: 0.01042 loss_rpn_loc: 0.04208 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:42:54 d2.utils.events]:  eta: 2:25:46 iter: 39759 total_loss: 0.9038 loss_cls: 0.2113 loss_box_reg: 0.4136 loss_mask: 0.2358 loss_rpn_cls: 0.01804 loss_rpn_loc: 0.03029 time: 0.1740 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:42:58 d2.utils.events]:  eta: 2:25:43 iter: 39779 total_loss: 0.9042 loss_cls: 0.1973 loss_box_reg: 0.4162 loss_mask: 0.2269 loss_rpn_cls: 0.01328 loss_rpn_loc: 0.03039 time: 0.1740 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:43:01 d2.utils.events]:  eta: 2:25:45 iter: 39799 total_loss: 0.904 loss_cls: 0.1891 loss_box_reg: 0.4085 loss_mask: 0.2172 loss_rpn_cls: 0.01798 loss_rpn_loc: 0.0377 time: 0.1740 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 14:43:05 d2.utils.events]:  eta: 2:25:35 iter: 39819 total_loss: 0.8978 loss_cls: 0.2 loss_box_reg: 0.391 loss_mask: 0.2118 loss_rpn_cls: 0.01553 loss_rpn_loc: 0.03411 time: 0.1740 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 14:43:08 d2.utils.events]:  eta: 2:25:33 iter: 39839 total_loss: 0.9703 loss_cls: 0.2172 loss_box_reg: 0.4108 loss_mask: 0.2572 loss_rpn_cls: 0.01268 loss_rpn_loc: 0.031 time: 0.1740 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 14:43:12 d2.utils.events]:  eta: 2:25:28 iter: 39859 total_loss: 0.8803 loss_cls: 0.1815 loss_box_reg: 0.3875 loss_mask: 0.2457 loss_rpn_cls: 0.009055 loss_rpn_loc: 0.03542 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:43:15 d2.utils.events]:  eta: 2:25:25 iter: 39879 total_loss: 0.8137 loss_cls: 0.1485 loss_box_reg: 0.3815 loss_mask: 0.2042 loss_rpn_cls: 0.01219 loss_rpn_loc: 0.03016 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:43:19 d2.utils.events]:  eta: 2:25:16 iter: 39899 total_loss: 0.9062 loss_cls: 0.1968 loss_box_reg: 0.4576 loss_mask: 0.2369 loss_rpn_cls: 0.01223 loss_rpn_loc: 0.04003 time: 0.1740 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:43:22 d2.utils.events]:  eta: 2:25:15 iter: 39919 total_loss: 0.8852 loss_cls: 0.1896 loss_box_reg: 0.3897 loss_mask: 0.2205 loss_rpn_cls: 0.01197 loss_rpn_loc: 0.02886 time: 0.1740 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:43:26 d2.utils.events]:  eta: 2:25:08 iter: 39939 total_loss: 0.843 loss_cls: 0.1751 loss_box_reg: 0.408 loss_mask: 0.2095 loss_rpn_cls: 0.0134 loss_rpn_loc: 0.04611 time: 0.1740 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:43:29 d2.utils.events]:  eta: 2:25:02 iter: 39959 total_loss: 0.878 loss_cls: 0.1825 loss_box_reg: 0.3769 loss_mask: 0.2053 loss_rpn_cls: 0.01064 loss_rpn_loc: 0.02746 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:43:33 d2.utils.events]:  eta: 2:24:53 iter: 39979 total_loss: 0.8072 loss_cls: 0.1583 loss_box_reg: 0.382 loss_mask: 0.2211 loss_rpn_cls: 0.01475 loss_rpn_loc: 0.02428 time: 0.1740 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:43:36 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0039999.pth [03/13 14:43:38 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.13 seconds. [03/13 14:43:38 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 14:43:39 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 14:43:39 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 14:43:39 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/13 14:43:39 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 14:43:40 d2.evaluation.evaluator]: Start inference on 645 images [03/13 14:43:47 d2.evaluation.evaluator]: Inference done 11/645. 0.0437 s / img. ETA=0:00:33 [03/13 14:43:52 d2.evaluation.evaluator]: Inference done 110/645. 0.0425 s / img. ETA=0:00:27 [03/13 14:43:57 d2.evaluation.evaluator]: Inference done 209/645. 0.0425 s / img. ETA=0:00:22 [03/13 14:44:02 d2.evaluation.evaluator]: Inference done 308/645. 0.0425 s / img. ETA=0:00:17 [03/13 14:44:07 d2.evaluation.evaluator]: Inference done 408/645. 0.0425 s / img. ETA=0:00:11 [03/13 14:44:12 d2.evaluation.evaluator]: Inference done 504/645. 0.0426 s / img. ETA=0:00:07 [03/13 14:44:17 d2.evaluation.evaluator]: Inference done 602/645. 0.0426 s / img. ETA=0:00:02 [03/13 14:44:20 d2.evaluation.evaluator]: Total inference time: 0:00:32.819180 (0.051280 s / img per device, on 1 devices) [03/13 14:44:20 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042606 s / img per device, on 1 devices) [03/13 14:44:20 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/13 14:44:20 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 14:44:20 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/13 14:44:20 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/13 14:44:20 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.46 seconds. [03/13 14:44:20 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/13 14:44:20 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 ] = 0.167 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.160 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.050 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 ] = 0.223 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.203 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | a_opt.accumulate() finished in 0.04 seconds. [03/13 14:44:22] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.536 | 27.671 | 13.395 | 1.122 | 8.235 | 21.149 | [03/13 14:44:22] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 21.348 | books | 6.871 | chair | 10.679 | | furniture | 3.995 | painting | 35.353 | sofa | 11.730 | | table | 2.878 | tv | 17.890 | window | 20.076 | [03/13 14:44:22] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 14:44:22] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 14:44:22] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:44:22] d2.evaluation.testing INFO: copypaste: 16.6500,31.7097,15.9733,5.0495,10.2659,22.2569 [03/13 14:44:22] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 14:44:22] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:44:22] d2.evaluation.testing INFO: copypaste: 14.5355,27.6711,13.3954,1.1221,8.2353,21.1494 [03/13 14:44:22] d2.utils.events INFO: eta: 2:24:44 iter: 39999 total_loss: 0.8865 loss_cls: 0.1449 loss_box_reg: 0.3983 loss_mask: 0.2369 loss_rpn_cls: 0.01604 loss_rpn_loc: 0.02638 time: 0.1740 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:44:25] d2.utils.events INFO: eta: 2:24:32 iter: 40019 total_loss: 1.009 loss_cls: 0.2233 loss_box_reg: 0.4785 loss_mask: 0.2547 loss_rpn_cls: 0.01208 loss_rpn_loc: 0.03452 time: 0.1740 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:44:29] d2.utils.events INFO: eta: 2:24:30 iter: 40039 total_loss: 0.9077 loss_cls: 0.1886 loss_box_reg: 0.4111 loss_mask: 0.2263 loss_rpn_cls: 0.01103 loss_rpn_loc: 0.03654 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:44:32] d2.utils.events INFO: eta: 2:24:33 iter: 40059 total_loss: 0.9604 loss_cls: 0.2215 loss_box_reg: 0.4357 loss_mask: 0.206 loss_rpn_cls: 0.01156 loss_rpn_loc: 0.03013 time: 0.1740 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 14:44:36] d2.utils.events INFO: eta: 2:24:25 iter: 40079 total_loss: 0.8216 loss_cls: 0.1855 loss_box_reg: 0.4032 loss_mask: 0.2048 loss_rpn_cls: 0.01277 loss_rpn_loc: 0.03202 time: 0.1740 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 14:44:39] d2.utils.events INFO: eta: 2:24:31 iter: 40099 total_loss: 0.7945 loss_cls: 0.1833 loss_box_reg: 0.386 loss_mask: 0.2295 loss_rpn_cls: 0.0101 loss_rpn_loc: 0.03249 time: 0.1740 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:44:43] d2.utils.events INFO: eta: 2:24:28 iter: 40119 total_loss: 0.9711 loss_cls: 0.2307 loss_box_reg: 0.4094 loss_mask: 0.2439 loss_rpn_cls: 0.009988 loss_rpn_loc: 0.03512 time: 0.1740 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 14:44:46] d2.utils.events INFO: eta: 2:24:25 iter: 40139 total_loss: 0.8397 loss_cls: 0.1651 loss_box_reg: 0.3969 loss_mask: 0.201 loss_rpn_cls: 0.01453 loss_rpn_loc: 0.03297 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M 0.2659,22.2569 [03/13 14:44:22 d2.evaluation.testing]: copypaste: Task: segm [03/13 14:44:22 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 14:44:22 d2.evaluation.testing]: copypaste: 14.5355,27.6711,13.3954,1.1221,8.2353,21.1494 [03/13 14:44:22 d2.utils.events]:  eta: 2:24:44 iter: 39999 total_loss: 0.8865 loss_cls: 0.1449 loss_box_reg: 0.3983 loss_mask: 0.2369 loss_rpn_cls: 0.01604 loss_rpn_loc: 0.02638 time: 0.1740 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:44:25 d2.utils.events]:  eta: 2:24:32 iter: 40019 total_loss: 1.009 loss_cls: 0.2233 loss_box_reg: 0.4785 loss_mask: 0.2547 loss_rpn_cls: 0.01208 loss_rpn_loc: 0.03452 time: 0.1740 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:44:29 d2.utils.events]:  eta: 2:24:30 iter: 40039 total_loss: 0.9077 loss_cls: 0.1886 loss_box_reg: 0.4111 loss_mask: 0.2263 loss_rpn_cls: 0.01103 loss_rpn_loc: 0.03654 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:44:32 d2.utils.events]:  eta: 2:24:33 iter: 40059 total_loss: 0.9604 loss_cls: 0.2215 loss_box_reg: 0.4357 loss_mask: 0.206 loss_rpn_cls: 0.01156 loss_rpn_loc: 0.03013 time: 0.1740 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 14:44:36 d2.utils.events]:  eta: 2:24:25 iter: 40079 total_loss: 0.8216 loss_cls: 0.1855 loss_box_reg: 0.4032 loss_mask: 0.2048 loss_rpn_cls: 0.01277 loss_rpn_loc: 0.03202 time: 0.1740 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 14:44:39 d2.utils.events]:  eta: 2:24:31 iter: 40099 total_loss: 0.7945 loss_cls: 0.1833 loss_box_reg: 0.386 loss_mask: 0.2295 loss_rpn_cls: 0.0101 loss_rpn_loc: 0.03249 time: 0.1740 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:44:43 d2.utils.events]:  eta: 2:24:28 iter: 40119 total_loss: 0.9711 loss_cls: 0.2307 loss_box_reg: 0.4094 loss_mask: 0.2439 loss_rpn_cls: 0.009988 loss_rpn_loc: 0.03512 time: 0.1740 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 14:44:46 d2.utils.events]:  eta: 2:24:25 iter: 40139 total_loss: 0.8397 loss_cls: 0.1651 loss_box_reg: 0.3969 loss_mask: 0.201 loss_rpn_cls: 0.01453 loss_rpn_loc: 0.03297 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:44:50 d2.utils.events]:  eta: 2:24:34 iter: 40159 total_loss: 0.9776 loss_cls: 0.2487 loss_box_reg: 0.4151 loss_mask: 0.2552 loss_rpn_cls: 0.01248 loss_rpn_loc: 0.03921 time: 0.1740 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 14:44:53 d2.utils.events]:  eta: 2:24:31 iter: 40179 total_loss: 0.8483 loss_cls: 0.213 loss_box_reg: 0.3838 loss_mask: 0.2094 loss_rpn_cls: 0.009021 loss_rpn_loc: 0.03153 time: 0.1740 data_time: 0.0085 lr: 0.0025 max_mem: 2343M [03/13 14:44:57 d2.utils.events]:  eta: 2:24:25 iter: 40199 total_loss: 0.8936 loss_cls: 0.2025 loss_box_reg: 0.4011 loss_mask: 0.2387 loss_rpn_cls: 0.01153 loss_rpn_loc: 0.02964 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:45:00 d2.utils.events]:  eta: 2:24:10 iter: 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0.3991 loss_mask: 0.1953 loss_rpn_cls: 0.01128 loss_rpn_loc: 0.04356 time: 0.1740 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 14:45:18 d2.utils.events]:  eta: 2:24:15 iter: 40319 total_loss: 0.8846 loss_cls: 0.2182 loss_box_reg: 0.4097 loss_mask: 0.2139 loss_rpn_cls: 0.008459 loss_rpn_loc: 0.02847 time: 0.1740 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:45:22 d2.utils.events]:  eta: 2:24:10 iter: 40339 total_loss: 0.9157 loss_cls: 0.1916 loss_box_reg: 0.4516 loss_mask: 0.2363 loss_rpn_cls: 0.01173 loss_rpn_loc: 0.0351 time: 0.1740 data_time: 0.0089 lr: 0.0025 max_mem: 2343M 9] d2.utils.events INFO: eta: 2:24:07 iter: 40379 total_loss: 0.8878 loss_cls: 0.2154 loss_box_reg: 0.3995 loss_mask: 0.2288 loss_rpn_cls: 0.01447 loss_rpn_loc: 0.04221 time: 0.1740 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:45:32] d2.utils.events INFO: eta: 2:24:04 iter: 40399 total_loss: 0.8279 loss_cls: 0.1922 loss_box_reg: 0.3895 loss_mask: 0.2379 loss_rpn_cls: 0.01219 loss_rpn_loc: 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2:17:55 iter: 42499 total_loss: 0.9743 loss_cls: 0.2049 loss_box_reg: 0.4148 loss_mask: 0.2338 loss_rpn_cls: 0.01067 loss_rpn_loc: 0.03643 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:51:42 d2.utils.events]:  eta: 2:17:43 iter: 42519 total_loss: 0.8132 loss_cls: 0.1871 loss_box_reg: 0.3596 loss_mask: 0.1993 loss_rpn_cls: 0.01029 loss_rpn_loc: 0.03203 time: 0.1740 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:51:45 d2.utils.events]:  eta: 2:17:36 iter: 42539 total_loss: 0.9498 loss_cls: 0.2368 loss_box_reg: 0.3804 loss_mask: 0.2429 loss_rpn_cls: 0.009233 loss_rpn_loc: 0.03926 time: 0.1740 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 14:51:49 d2.utils.events]:  eta: 2:17:31 iter: 42559 total_loss: 0.7962 loss_cls: 0.1605 loss_box_reg: 0.4021 loss_mask: 0.2119 loss_rpn_cls: 0.009546 loss_rpn_loc: 0.03502 time: 0.1740 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:51:52 d2.utils.events]:  eta: 2:17:29 iter: 42579 total_loss: 0.8892 loss_cls: 0.1984 loss_box_reg: 0.4045 loss_mask: 0.2044 loss_rpn_cls: 0.01224 loss_rpn_loc: 0.0444 time: 0.1740 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:51:56 d2.utils.events]:  eta: 2599 total_loss: 0.8303 loss_cls: 0.1694 loss_box_reg: 0.3803 loss_mask: 0.2208 loss_rpn_cls: 0.009616 loss_rpn_loc: 0.03203 time: 0.1740 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:51:59] d2.utils.events INFO: eta: 2:17:14 iter: 42619 total_loss: 0.7842 loss_cls: 0.1752 loss_box_reg: 0.3506 loss_mask: 0.2056 loss_rpn_cls: 0.005654 loss_rpn_loc: 0.02822 time: 0.1740 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:52:03] d2.utils.events INFO: eta: 2:17:10 iter: 42639 total_loss: 0.8878 loss_cls: 0.1889 loss_box_reg: 0.4346 loss_mask: 0.199 loss_rpn_cls: 0.01231 loss_rpn_loc: 0.0308 time: 0.1740 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:52:07] d2.utils.events INFO: eta: 2:17:05 iter: 42659 total_loss: 0.8241 loss_cls: 0.2044 loss_box_reg: 0.3705 loss_mask: 0.2192 loss_rpn_cls: 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total_loss: 0.776 loss_cls: 0.2016 loss_box_reg: 0.3952 loss_mask: 0.2083 loss_rpn_cls: 0.007858 loss_rpn_loc: 0.03924 time: 0.1739 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:57:49 d2.utils.events]:  eta: 2:11:08 iter: 44619 total_loss: 0.8836 loss_cls: 0.167 loss_box_reg: 0.4272 loss_mask: 0.2167 loss_rpn_cls: 0.006779 loss_rpn_loc: 0.02882 time: 0.1739 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:57:52 d2.utils.events]:  eta: 2:11:04 iter: 44639 total_loss: 0.9156 loss_cls: 0.2293 loss_box_reg: 0.4208 loss_mask: 0.2434 loss_rpn_cls: 0.01031 loss_rpn_loc: 0.03613 time: 0.1739 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:57:56 d2.utils.events]:  eta: 2:11:07 iter: 44659 total_loss: 0.8894 loss_cls: 0.1964 loss_box_reg: 0.3771 loss_mask: 0.2356 loss_rpn_cls: 0.009706 loss_rpn_loc: 0.03872 time: 0.1739 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 14:57:59 d2.utils.events]:  eta: 2:11:19 iter: 44679 total_loss: 0.8215 loss_cls: 0.1594 loss_box_reg: 0.377 loss_mask: 0.2109 loss_rpn_cls: 0.01267 loss_rpn_loc: 0.03148 time: 0.1739 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 14:58:03 d2.utils.events]:  eta: 2:11:18 iter: 44699 total_loss: 0.7008 loss_cls: 0.1539 loss_box_reg: 0.3584 loss_mask: 0.2167 loss_rpn_cls: 0.009247 loss_rpn_loc: 0.02229 time: 0.1739 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 14:58:06 d2.utils.events]:  eta: 2:11:23 iter: 44719 total_loss: 0.8232 loss_cls: 0.1505 loss_box_reg: 0.3881 loss_mask: 0.2176 loss_rpn_cls: 0.01003 loss_rpn_loc: 0.03194 time: 0.1739 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 14:58:10 d2.utils.events]:  eta: 2:11:23 iter: 44739 total_loss: 0.7847 loss_cls: 0.1638 loss_box_reg: 0.3507 loss_mask: 0.2105 loss_rpn_cls: 0.006378 loss_rpn_loc: 0.03345 time: 0.1739 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:58:13 d2.utils.events]:  eta: 2:11:10 iter: 44759 total_loss: 0.8098 loss_cls: 0.1691 loss_box_reg: 0.3814 loss_mask: 0.2115 loss_rpn_cls: 0.004684 loss_rpn_loc: 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max_mem: 2343M [03/13 14:58:31 d2.utils.events]:  eta: 2:10:49 iter: 44859 total_loss: 0.8727 loss_cls: 0.1754 loss_box_reg: 0.423 loss_mask: 0.2304 loss_rpn_cls: 0.0119 loss_rpn_loc: 0.03266 time: 0.1739 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 14:58:34 d2.utils.events]:  eta: 2:10:56 iter: 44879 total_loss: 0.867 loss_cls: 0.2029 loss_box_reg: 0.3949 loss_mask: 0.2329 loss_rpn_cls: 0.0106 loss_rpn_loc: 0.02775 time: 0.1739 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:58:38 d2.utils.events]:  eta: 2:10:56 iter: 44899 total_loss: 0.9029 loss_cls: 0.216 loss_box_reg: 0.3851 loss_mask: 0.2257 loss_rpn_cls: 0.007842 loss_rpn_loc: 0.02676 time: 0.1739 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:58:41 d2.utils.events]:  eta: 2:10:59 iter: 44919 total_loss: 0.7301 loss_cls: 0.1303 loss_box_reg: 0.3445 loss_mask: 0.1908 loss_rpn_cls: 0.007233 loss_rpn_loc: 0.0279 time: 0.1739 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:58:45 d2.utils.events]:  eta: 2:10:48 iter: 44939 total_loss: 0.805 loss_cls: 0.1935 loss_box_reg: 0.3593 loss_mask: 0.1829 loss_rpn_cls: 0.008755 loss_rpn_loc: 0.03379 time: 0.1739 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:58:48 d2.utils.events]:  eta: 2:10:36 iter: 44959 total_loss: 0.8201 loss_cls: 0.1625 loss_box_reg: 0.3358 loss_mask: 0.2108 loss_rpn_cls: 0.009244 loss_rpn_loc: 0.03079 time: 0.1739 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 14:58:52 d2.utils.events]:  eta: 2:10:36 iter: 44979 total_loss: 0.8454 loss_cls: 0.1921 loss_box_reg: 0.3841 loss_mask: 0.209 loss_rpn_cls: 0.00709 loss_rpn_loc: 0.02941 time: 0.1739 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 14:58:55 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0044999.pth [03/13 14:58:56 d2.utils.events]:  eta: 2:10:34 iter: 44999 total_loss: 0.8582 loss_cls: 0.1793 loss_box_reg: 0.3817 loss_mask: 0.205 loss_rpn_cls: 0.01235 loss_rpn_loc: 0.0403 time: 0.1739 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:59:00 d2.utils.events]:  eta: 2:10:32 iter: 45019 total_loss: 0.8774 loss_cls: 0.136 loss_box_reg: 0.4076 loss_mask: 0.23 loss_rpn_cls: 0.009162 loss_rpn_loc: 0.04764 time: 0.1739 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 14:59:03 d2.utils.events]:  eta: 2:10:31 iter: 45039 total_loss: 0.8501 loss_cls: 0.1626 loss_box_reg: 0.4017 loss_mask: 0.1946 loss_rpn_cls: 0.01587 loss_rpn_loc: 0.03111 time: 0.1739 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:59:07 d2.utils.events]:  eta: 2:10:25 iter: 45059 total_loss: 0.768 loss_cls: 0.1459 loss_box_reg: 0.3545 loss_mask: 0.2137 loss_rpn_cls: 0.0125 loss_rpn_loc: 0.02322 time: 0.1739 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 14:59:10 d2.utils.events]:  eta: 2:10:24 iter: 45079 total_loss: 0.8606 loss_cls: 0.1708 loss_box_reg: 0.4261 loss_mask: 0.2093 loss_rpn_cls: 0.01002 loss_rpn_loc: 0.0335 time: 0.1739 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 14:59:14 d2.utils.events]:  eta: 2:10:25 iter: 45099 total_loss: 0.7519 loss_cls: 0.1495 loss_box_reg: 0.3686 loss_mask: 0.1951 loss_rpn_cls: 0.009851 loss_rpn_loc: 0.02604 time: 0.1739 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 14:59:17 d2.utils.events]:  eta: 2:10:12 iter: 45119 total_loss: 0.832 loss_cls: 0.1587 loss_box_reg: 0.3993 loss_mask: 0.2099 loss_rpn_cls: 0.01053 loss_rpn_loc: 0.02967 time: 0.1739 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 14:59:20 d2.utils.events]:  eta: 2:10:06 iter: 45139 total_loss: 0.8091 loss_cls: 0.1992 loss_box_reg: 0.3595 loss_mask: 0.2085 loss_rpn_cls: 0.01097 loss_rpn_loc: _mem: 2343M [03/13 14:59:27] d2.utils.events INFO: eta: 2:09:55 iter: 45179 total_loss: 0.834 loss_cls: 0.1751 loss_box_reg: 0.3954 loss_mask: 0.2249 loss_rpn_cls: 0.007434 loss_rpn_loc: 0.03241 time: 0.1739 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 14:59:31] d2.utils.events INFO: eta: 2:09:54 iter: 45199 total_loss: 0.8097 loss_cls: 0.1721 loss_box_reg: 0.3847 loss_mask: 0.2011 loss_rpn_cls: 0.009437 loss_rpn_loc: 0.02737 time: 0.1739 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 14:59:34] d2.utils.events INFO: eta: 2:09:51 iter: 45219 total_loss: 0.9121 loss_cls: 0.1822 loss_box_reg: 0.3952 loss_mask: 0.2523 loss_rpn_cls: 0.01013 loss_rpn_loc: 0.03285 time: 0.1739 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 14:59:38] d2.utils.events INFO: eta: 2:09:49 iter: 45239 total_loss: 0.9343 loss_cls: 0.1994 loss_box_reg: 0.3982 loss_mask: 0.2023 loss_rpn_cls: 0.0153 loss_rpn_loc: 0.04099 time: 0.1739 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 14:59:41] d2.utils.events INFO: eta: 2:09:44 iter: 45259 total_loss: 0.7656 loss_cls: 0.1637 loss_box_reg: 0.3529 loss_mask: 0.1996 loss_rpn_cls: 0.01142 loss_rpn_loc: 0.02806 time: 0.1739 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 14:59:45] d2.utils.events INFO: eta: 2:09:42 iter: 45279 total_loss: 0.8328 loss_cls: 0.206 loss_box_reg: 0.4037 loss_mask: 0.2054 loss_rpn_cls: 0.01632 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total_loss: 0.7935 loss_cls: 0.1584 loss_box_reg: 0.3403 loss_mask: 0.2079 loss_rpn_cls: 0.01203 loss_rpn_loc: 0.02633 time: 0.1742 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 15:09:44 d2.utils.events]:  eta: 2:04:36 iter: 48639 total_loss: 0.7553 loss_cls: 0.1419 loss_box_reg: 0.3674 loss_mask: 0.2137 loss_rpn_cls: 0.00616 loss_rpn_loc: 0.02968 time: 0.1742 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 15:09:48 d2.utils.events]:  eta: 2:04:29 iter: 48659 total_loss: 0.7308 loss_cls: 0.1396 loss_box_reg: 0.3585 loss_mask: 0.2287 loss_rpn_cls: 0.007561 loss_rpn_loc: 0.02.1742 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 15:09:51] d2.utils.events INFO: eta: 2:04:11 iter: 48679 total_loss: 0.7931 loss_cls: 0.1422 loss_box_reg: 0.3775 loss_mask: 0.2153 loss_rpn_cls: 0.004632 loss_rpn_loc: 0.02916 time: 0.1742 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 15:09:55] d2.utils.events INFO: eta: 2:04:08 iter: 48699 total_loss: 0.7343 loss_cls: 0.16 loss_box_reg: 0.3711 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data_time: 0.0103 lr: 0.0025 max_mem: 2343M [03/13 15:10:27] d2.utils.events INFO: eta: 2:03:33 iter: 48879 total_loss: 0.8601 loss_cls: 0.2089 loss_box_reg: 0.396 loss_mask: 0.2059 loss_rpn_cls: 0.009592 loss_rpn_loc: 0.03116 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:10:31] d2.utils.events INFO: eta: 2:03:48 iter: 48899 total_loss: 0.7605 loss_cls: 0.1758 loss_box_reg: 0.3583 loss_mask: 0.1896 loss_rpn_cls: 0.009448 loss_rpn_loc: 0.02645 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:10:34] d2.utils.events INFO: eta: 2:03:48 iter: 48919 total_loss: 0.7462 loss_cls: 0.1477 loss_box_reg: 0.3685 loss_mask: 0.221 loss_rpn_cls: 0.007515 loss_rpn_loc: 0.02463 time: 0.1742 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 15:10:38] d2.utils.events INFO: eta: 2:03:40 iter: 48939 total_loss: 0.7225 loss_cls: 0.1359 loss_box_reg: 0.3436 loss_mask: 0.1943 loss_rpn_cls: 0.0087 loss_rpn_loc: 0.03002 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:10:42] d2.utils.events INFO: eta: 2:03:36 iter: 48959 total_loss: 0.7997 loss_cls: 0.1535 loss_box_reg: 0.3783 loss_mask: 0.2327 loss_rpn_cls: 0.008523 loss_rpn_loc: 0.02747 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:10:45] d2.utils.events INFO: eta: 2:03:47 iter: 48979 total_loss: 0.7785 loss_cls: 0.1552 loss_box_reg: 0.3634 loss_mask: 0.2005 loss_rpn_cls: 0.007187 loss_rpn_loc: 0.02847 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:10:7 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:10:49 d2.utils.events]:  eta: 2:03:37 iter: 48999 total_loss: 0.7999 loss_cls: 0.1523 loss_box_reg: 0.3654 loss_mask: 0.2215 loss_rpn_cls: 0.009137 loss_rpn_loc: 0.02851 time: 0.1742 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:10:52 d2.utils.events]:  eta: 2:03:46 iter: 49019 total_loss: 0.7851 loss_cls: 0.1568 loss_box_reg: 0.3524 loss_mask: 0.2099 loss_rpn_cls: 0.007543 loss_rpn_loc: 0.02411 time: 0.1742 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:10:56 d2.utils.events]:  eta: 2:03:37 iter: 49039 total_loss: 0.8704 loss_cls: 0.1676 loss_box_reg: 0.3981 loss_mask: 0.256 loss_rpn_cls: 0.009074 loss_rpn_loc: 0.03309 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:11:00 d2.utils.events]:  eta: 2:03:26 iter: 49059 total_loss: 0.8831 loss_cls: 0.1904 loss_box_reg: 0.4193 loss_mask: 0.2311 loss_rpn_cls: 0.01249 loss_rpn_loc: 0.03182 time: 0.1742 data_time: 0.0104 lr: 0.0025 max_mem: 2343M [03/13 15:11:03 d2.utils.events]:  eta: 2:03:13 iter: 49079 total_loss: 0.7752 loss_cls: 0.129 loss_box_reg: 0.365 loss_mask: 0.1938 loss_rpn_cls: 0.009191 loss_rpn_loc: 0.02179 time: 0.1742 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 15:11:07 d2.utils.events]:  eta: 2:02:53 iter: 49099 total_loss: 0.8072 loss_cls: 0.1794 loss_box_reg: 0.3565 loss_mask: 0.2253 loss_rpn_cls: 0.009084 loss_rpn_loc: 0.03526 time: 0.1742 data_time: 0.0111 lr: 0.0025 max_mem: 2343M [03/13 15:11:10 d2.utils.events]:  eta: 2:02:40 iter: 49119 total_loss: 0.6641 loss_cls: 0.1461 loss_box_reg: 0.3488 loss_mask: 0.1767 loss_rpn_cls: 0.008373 loss_rpn_loc: 0.02442 time: 0.1742 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:11:14 d2.utils.events]:  eta: 2:02:22 iter: 49139 total_loss: 0.7829 loss_cls: 0.1705 loss_box_reg: 0.3576 loss_mask: 0.2003 loss_rpn_cls: 0.008162 loss_rpn_loc: 0.02903 time: 0.1742 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 15:11:17 d2.utils.events]:  eta: 2:02:06 iter: 49159 total_loss: 0.7715 loss_cls: 0.1554 loss_box_reg: 0.3556 loss_mask: 0.1945 loss_rpn_cls: 0.01162 loss_rpn_loc: 0.04368 time: 0.1742 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 15:11:21 d2.utils.events]:  eta: 2:01:53 iter: 49179 total_loss: 0.8091 loss_cls: 0.1843 loss_box_reg: 0.3503 loss_mask: 0.1905 loss_rpn_cls: 0.008959 loss_rpn_loc: 0.03125 time: 0.1742 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:11:25 d2.utils.events]:  eta: 2:01:54 iter: 49199 total_loss: 0.7186 loss_cls: 0.1651 loss_box_reg: 0.3356 loss_mask: 0.165 loss_rpn_cls: 0.009985 loss_rpn_loc: 0.02785 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:11:28 d2.utils.events]:  eta: 2:01:52 iter: 49219 total_loss: 0.8484 loss_cls: 0.1757 loss_box_reg: 0.3852 loss_mask: 0.2159 loss_rpn_cls: 0.007795 loss_rpn_loc: 0.02974 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:11:32 d2.utils.events]:  eta: 2:01:55 iter: 49239 total_loss: 0.8202 loss_cls: 0.1755 loss_box_reg: 0.3431 loss_mask: 0.1995 loss_rpn_cls: 0.006909 loss_rpn_loc: 0.02924 time: 0.1742 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:11:35 d2.utils.events]:  eta: 2:01:51 iter: 49259 total_loss: 0.7644 loss_cls: 0.1234 loss_box_reg: 0.3728 loss_mask: 0.2218 loss_rpn_cls: 0.006803 loss_rpn_loc: 0.02633 time: 0.1742 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 15:11:39 d2.utils.events]:  eta: 2:01:33 iter: 49279 total_loss: 0.8116 loss_cls: 0.1671 loss_box_reg: 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loss_rpn_loc: 0.04266 time: 0.1742 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 15:11:57 d2.utils.events]:  eta: 2:00:53 iter: 49379 total_loss: 0.8619 loss_cls: 0.174 loss_box_reg: 0.3722 loss_mask: 0.2287 loss_rpn_cls: 0.009707 loss_rpn_loc: 0.02474 time: 0.1742 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:12:00 d2.utils.events]:  eta: 2:00:49 iter: 49399 total_loss: 0.8223 loss_cls: 0.1462 loss_box_reg: 0.3936 loss_mask: 0.2085 loss_rpn_cls: 0.007316 loss_rpn_loc: 0.0316 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:12:04 d2.utils.events]:  eta: 2:00:39 iter: 49419 total_loss: 0.7554 loss_cls: 0.1491 loss_box_reg: 0.3642 loss_mask: 0.2109 loss_rpn_cls: 0.009428 loss_rpn_loc: 0.0341 time: 0.1742 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:12:07 d2.utils.events]:  eta: 2:00:29 iter: 49439 total_loss: 0.6552 loss_cls: 0.1456 loss_box_reg: 0.3477 loss_mask: 0.1664 loss_rpn_cls: 0.008195 loss_rpn_loc: 0.0337 time: 0.1742 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:12:11 d2.utils.events]:  eta: 2:00:16 iter: 49459 total_loss: 0.7845 loss_cls: 0.1827 loss_box_reg: 0.3581 loss_mask: 0.1938 loss_rpn_cls: 0.007377 loss_rpn_loc: 0.02606 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:12:15 d2.utils.events]:  eta: 2:00:24 iter: 49479 total_loss: 0.7635 loss_cls: 0.1716 loss_box_reg: 0.3493 loss_mask: 0.1954 loss_rpn_cls: 0.007744 loss_rpn_loc: 0.02968 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:12:18 d2.utils.events]:  eta: 2:00:24 iter: 49499 total_loss: 0.8451 loss_cls: 0.2048 loss_box_reg: 0.3837 loss_mask: 0.2203 loss_rpn_cls: 0.007868 loss_rpn_loc: 0.0266 time: 0.1742 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 15:12:22 d2.utils.events]:  eta: 2:00:17 iter: 49519 total_loss: 0.7699 loss_cls: 0.1462 loss_box_reg: 0.3558 loss_mask: 0.2132 loss_rpn_cls: 0.01068 loss_rpn_loc: 0.02737 time: 0.1742 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:12:25 d2.utils.events]:  eta: 2:00:13 iter: 49539 total_loss: 0.8034 loss_cls: 0.1425 loss_box_reg: 0.3765 loss_mask: 0.202 loss_rpn_cls: 0.01188 loss_rpn_loc: 0.04081 time: 0.1742 data_time: 0.0102 lr: 0.0025 max_mem: 2343M [03/13 15:12:29 d2.utils.events]:  eta: 2:00:06 iter: 49559 total_loss: 0.8313 loss_cls: 0.1706 loss_box_reg: 0.3635 loss_mask: 0.2202 loss_rpn_cls: 0.007152 loss_rpn_loc: 0.02787 time: 0.1742 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 15:12:33 d2.utils.events]:  eta: 2:00:00 iter: 49579 total_loss: 0.711 loss_cls: 0.1625 loss_box_reg: 0.2928 loss_mask: 0.1976 loss_rpn_cls: 0.00803 loss_rpn_loc: 0.02812 time: 0.1742 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:12:36 d2.utils.events]:  eta: 2:00:03 iter: 49599 total_loss: 0.7241 loss_cls: 0.1439 loss_box_reg: 0.343 loss_mask: 0.2156 loss_rpn_cls: 0.008105 loss_rpn_loc: 0.02997 time: 0.1742 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 15:12:40 d2.utils.events]:  eta: 1:59:50 iter: 49619 total_loss: 0.778 loss_cls: 0.1604 loss_box_reg: 0.3533 loss_mask: 0.1919 loss_rpn_cls: 0.007996 loss_rpn_loc: 0.02906 time: 0.1742 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:12:43 d2.utils.events]:  eta: 1:59:42 iter: 49639 total_loss: 0.8676 loss_cls: 0.1901 loss_box_reg: 0.4276 loss_mask: 0.2328 loss_rpn_cls: 0.01032 loss_rpn_loc: 0.02656 time: 0.1742 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 15:12:47 d2.utils.events]:  eta: 1:59:40 iter: 49659 total_loss: 0.811 loss_cls: 0.1426 loss_box_reg: 0.3731 loss_mask: 0.2285 loss_rpn_cls: 0.00963 loss_rpn_loc: 0.02752 time: 0.1742 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 15:12:51 d2.utils.events]:  eta: 1:59:37 iter: 49679 total_loss: 0.766 loss_cls: 0.1557 loss_box_reg: 0.3511 loss_mask: 0.1881 loss_rpn_cls: 0.008658 loss_rpn_loc: 0.03268 time: 0.1742 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 15:12:54 d2.utils.events]:  eta: 1:59:31 iter: 49699 total_loss: 0.7407 loss_cls: 0.1688 loss_box_reg: 0.3509 loss_mask: 0.1921 loss_rpn_cls: 0.006469 loss_rpn_loc: 0.02497 time: 0.1742 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 15:12:58 d2.utils.events]:  eta: 1:59:20 iter: 49719 total_loss: 0.7171 loss_cls: 0.1458 loss_box_reg: 0.3416 loss_mask: 0.2028 loss_rpn_cls: 0.009717 loss_rpn_loc: 0.02836 time: 0.1742 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:13:01 d2.utils.events]:  eta: 1:59:16 iter: 49739 total_loss: 0.7619 loss_cls: 0.1485 loss_box_reg: 0.386 loss_mask: 0.2128 loss_rpn_cls: 0.009823 loss_rpn_loc: 0.02414 time: 0.1743 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 15:13:05 d2.utils.events]:  eta: 1:59:06 iter: 49759 total_loss: 0.8098 loss_cls: 0.146 loss_box_reg: 0.3987 loss_mask: 0.2094 loss_rpn_cls: 0.009772 loss_rpn_loc: 0.02684 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 15:13:08 d2.utils.events]:  eta: 1:59:00 iter: 49779 total_loss: 0.7796 loss_cls: 0.145 loss_box_reg: 0.3796 loss_mask: 0.2144 loss_rpn_cls: 0.008191 loss_rpn_loc: 0.03342 time: 0.1743 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 15:13:12 d2.utils.events]:  eta: 1:58:58 iter: 49799 total_loss: 0.7502 loss_cls: 0.1631 loss_box_reg: 0.3816 loss_mask: 0.1939 loss_rpn_cls: 0.006934 loss_rpn_loc: 0.02518 time: 0.1743 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:13:15 d2.utils.events]:  eta: 1:59:06 iter: 49819 total_loss: 0.7337 loss_cls: 0.1393 loss_box_reg: 0.3773 loss_mask: 0.2069 loss_rpn_cls: 0.008356 loss_rpn_loc: 0.02322 time: 0.1743 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:13:19 d2.utils.events]:  eta: 1:59:09 iter: 49839 total_loss: 0.7972 loss_cls: 0.1455 loss_box_reg: 0.3743 loss_mask: 0.2393 loss_rpn_cls: 0.006548 loss_rpn_loc: 0.02362 time: 0.1743 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:13:23 d2.utils.events]:  eta: 1:59:05 iter: 49859 total_loss: 0.8381 loss_cls: 0.1777 loss_box_reg: 0.3814 loss_mask: 0.2068 loss_rpn_cls: 0.008226 loss_rpn_loc: 0.03896 time: 0.1743 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:13:26 d2.utils.events]:  eta: 1:58:55 iter: 49879 total_loss: 0.7642 loss_cls: 0.1825 loss_box_reg: 0.355 loss_mask: 0.1811 loss_rpn_cls: 0.008937 loss_rpn_loc: 0.03291 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 15:13:30 d2.utils.events]:  eta: 1:58:46 iter: 49899 total_loss: 0.7924 loss_cls: 0.1742 loss_box_reg: 0.3658 loss_mask: 0.2119 loss_rpn_cls: 0.008269 loss_rpn_loc: 0.03428 time: 0.1743 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 15:13:33 d2.utils.events]:  eta: 1:58:34 iter: 49919 total_loss: 0.7192 loss_cls: 0.1141 loss_box_reg: 0.3566 loss_mask: 0.1872 loss_rpn_cls: 0.008532 loss_rpn_loc: 0.02464 time: 0.1743 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:13:37 d2.utils.events]:  eta: 1:58:34 iter: 49939 total_loss: 0.8351 loss_cls: 0.1776 loss_box_reg: 0.3569 loss_mask: 0.2125 loss_rpn_cls: 0.007567 loss_rpn_loc: 0.03942 time: 0.1743 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 15:13:41 d2.utils.events]:  eta: 1:58:32 iter: 49959 total_loss: 0.7625 loss_cls: 0.1727 loss_box_reg: 0.3559 loss_mask: 0.185 loss_rpn_cls: 0.01067 loss_rpn_loc: 0.03321 time: 0.1743 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:13:44 d2.utils.events]:  eta: 1:58:24 iter: 49979 total_loss: 0.828 loss_cls: 0.1719 loss_box_reg: 0.3742 loss_mask: 0.1994 loss_rpn_cls: 0.01003 loss_rpn_loc: 0.03223 time: 0.1743 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:13:48 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0049999.pth [03/13 15:13:50 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.32 seconds. [03/13 15:13:50 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 15:13:50 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 15:13:50 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 15:13:50 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/13 15:13:50 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 15:13:52 d2.evaluation.evaluator]: Start inference on 645 images [03/13 15:13:59 d2.evaluation.evaluator]: Inference done 11/645. 0.0438 s / img. ETA=0:00:34 [03/13 15:14:04 d2.evaluation.evaluator]: Inference done 108/645. 0.0435 s / img. ETA=0:00:28 [03/13 15:14:09 d2.evaluation.evaluator]: Inference done 202/645. 0.0438 s / img. ETA=0:00:23 [03/13 15:14:14 d2.evaluation.evaluator]: Inference done 299/645. 0.0439 s / img. ETA=0:00:18 [03/13 15:14:19 d2.evaluation.evaluator]: Inference done 395/645. 0.0439 s / img. ETA=0:00:13 [03/13 15:14:24 d2.evaluation.evaluator]: Inference done 489/645. 0.0439 s / img. ETA=0:00:08 [03/13 15:14:29 d2.evaluation.evaluator]: Inference done 583/645. 0.0440 s / img. ETA=0:00:03 [03/13 15:14:33 d2.evaluation.evaluator]: Total inference time: 0:00:34.037408 (0.053183 s / img per device, on 1 devices) [03/13 15:14:33 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043974 s / img per device, on 1 devices) [03/13 15:14:33 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/13 15:14:33 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 15:14:33 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.01s) creating index... index created! [03/13 15:14:33 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/13 15:14:34 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.59 seconds. [03/13 15:14:34 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/13 15:14:34 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 ] = 0.153 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.297 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.077 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.098 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 ] = 0.175 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.266 Average Recall (AR) @[ IoU=0.5ate() finished in 0.05 seconds. [03/13 15:14:35] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 13.136 | 25.391 | 12.770 | 0.423 | 7.797 | 20.236 | [03/13 15:14:35] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 19.472 | books | 6.955 | chair | 11.704 | | furniture | 3.244 | painting | 37.118 | sofa | 12.252 | | table | 2.755 | tv | 12.719 | window | 12.004 | [03/13 15:14:35] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 15:14:35] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 15:14:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:14:35] d2.evaluation.testing INFO: copypaste: 15.2983,29.6769,14.2664,7.6895,9.7832,21.9420 [03/13 15:14:35] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 15:14:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:14:35] d2.evaluation.testing INFO: copypaste: 13.1359,25.3907,12.7704,0.4228,7.7972,20.2356 [03/13 15:14:35] d2.utils.events INFO: eta: 1:58:25 iter: 49999 total_loss: 0.8243 loss_cls: 0.1992 loss_box_reg: 0.3729 loss_mask: 0.2233 loss_rpn_cls: 0.01003 loss_rpn_loc: 0.03642 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:14:39] d2.utils.events INFO: eta: 1:58:17 iter: 50019 total_loss: 0.8794 loss_cls: 0.1694 loss_box_reg: 0.3982 loss_mask: 0.2201 loss_rpn_cls: 0.009565 loss_rpn_loc: 0.03632 time: 0.1743 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 15:14:42] d2.utils.events INFO: eta: 1:58:12 iter: 50039 total_loss: 0.8074 loss_cls: 0.1549 loss_box_reg: 0.3476 loss_mask: 0.2236 loss_rpn_cls: 0.01033 loss_rpn_loc: 0.03632 time: 0.1743 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:14:46] d2.utils.events INFO: eta: 1:58:10 iter: 50059 total_loss: 0.7746 loss_cls: 0.144 loss_box_reg: 0.3649 loss_mask: 0.2278 loss_rpn_cls: 0.006675 loss_rpn_loc: 0.02896 time: 0.1743 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:14:50] d2.utils.events INFO: eta: 1:58:06 iter: 50079 total_loss: 0.827 loss_cls: 0.1426 loss_box_reg: 0.3811 loss_mask: 0.1992 loss_rpn_cls: 0.009249 loss_rpn_loc: 0.02879 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:14:53] d2.utils.events INFO: eta: 1:58:03 iter: 50099 total_loss: 0.684 loss_cls: 0.1321 loss_box_reg: 0.3242 loss_mask: 0.1934 loss_rpn_cls: 0.005624 loss_rpn_loc: 0.02635 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M |:-------|:-----------|:-------|:-----------|:-------| | bed | 19.472 | books | 6.955 | chair | 11.704 | | furniture | 3.244 | painting | 37.118 | sofa | 12.252 | | table | 2.755 | tv | 12.719 | window | 12.004 | [03/13 15:14:35 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 15:14:35 d2.evaluation.testing]: copypaste: Task: bbox [03/13 15:14:35 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:14:35 d2.evaluation.testing]: copypaste: 15.2983,29.6769,14.2664,7.6895,9.7832,21.9420 [03/13 15:14:35 d2.evaluation.testing]: copypaste: Task: segm [03/13 15:14:35 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:14:35 d2.evaluation.testing]: copypaste: 13.1359,25.3907,12.7704,0.4228,7.7972,20.2356 [03/13 15:14:35 d2.utils.events]:  eta: 1:58:25 iter: 49999 total_loss: 0.8243 loss_cls: 0.1992 loss_box_reg: 0.3729 loss_mask: 0.2233 loss_rpn_cls: 0.01003 loss_rpn_loc: 0.03642 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:14:39 d2.utils.events]:  eta: 1:58:17 iter: 50019 total_loss: 0.8794 loss_cls: 0.1694 loss_box_reg: 0.3982 loss_mask: 0.2201 loss_rpn_cls: 0.009565 loss_rpn_loc: 0.03632 time: 0.1743 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 15:14:42 d2.utils.events]:  eta: 1:58:12 iter: 50039 total_loss: 0.8074 loss_cls: 0.1549 loss_box_reg: 0.3476 loss_mask: 0.2236 loss_rpn_cls: 0.01033 loss_rpn_loc: 0.03632 time: 0.1743 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:14:46 d2.utils.events]:  eta: 1:58:10 iter: 50059 total_loss: 0.7746 loss_cls: 0.144 loss_box_reg: 0.3649 loss_mask: 0.2278 loss_rpn_cls: 0.006675 loss_rpn_loc: 0.02896 time: 0.1743 data_time: 0.0094 lr: 0.0025 max_mem: 2343M [03/13 15:14:50 d2.utils.events]:  eta: 1:58:06 iter: 50079 total_loss: 0.827 loss_cls: 0.1426 loss_box_reg: 0.3811 loss_mask: 0.1992 loss_rpn_cls: 0.009249 loss_rpn_loc: 0.02879 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:14:53 d2.utils.events]:  eta: 1:58:03 iter: 50099 total_loss: 0.684 loss_cls: 0.1321 loss_box_reg: 0.3242 loss_mask: 0.1934 loss_rpn_cls: 0.005624 loss_rpn_loc: 0.02635 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:14:57 d2.utils.events]:  eta: 1:58:16 iter: 50119 total_loss: 0.8131 loss_cls: 0.1716 loss_box_reg: 0.3796 loss_mask: 0.1994 loss_rpn_cls: 0.01072 loss_rpn_loc: 0.02883 time: 0.1743 data_time: 0.0101 lr: 0.0025 max_mem: 2343M [03/13 15:15:01 d2.utils.events]:  eta: 1:58:08 iter: 50139 total_loss: 0.7753 loss_cls: 0.1745 loss_box_reg: 0.3522 loss_mask: 0.1854 loss_rpn_cls: 0.005664 loss_rpn_loc: 0.02479 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:15:04 d2.utils.events]:  eta: 1:58:15 iter: 50159 total_loss: 0.7579 loss_cls: 0.151 loss_box_reg: 0.378 loss_mask: 0.1929 loss_rpn_cls: 0.01091 loss_rpn_loc: 0.03056 time: 0.1743 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:15:08 d2.utils.events]:  eta: 1:58:05 iter: 50179 total_loss: 0.7328 loss_cls: 0.1767 loss_box_reg: 0.3121 loss_mask: 0.1833 loss_rpn_cls: 0.009334 loss_rpn_loc: 0.03394 time: 0.1743 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:15:11 d2.utils.events]:  eta: 1:57:58 iter: 50199 total_loss: 0.8822 loss_cls: 0.1806 loss_box_reg: 0.4072 loss_mask: 0.202 loss_rpn_cls: 0.01065 loss_rpn_loc: 0.03628 time: 0.1743 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 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loss_rpn_loc: 0.02894 time: 0.1743 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:16:02 d2.utils.events]:  eta: 1:57:34 iter: 50479 total_loss: 0.7255 loss_cls: 0.1299 loss_box_reg: 0.3505 loss_mask: 0.1908 loss_rpn_cls: 0.007622 loss_rpn_loc: 0.03382 time: 0.1743 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:16:05 d2.utils.events]:  eta: 1:57:28 iter: 50499 total_loss: 0.7153 loss_cls: 0.1381 loss_box_reg: 0.364 loss_mask: 0.1756 loss_rpn_cls: 0.008956 loss_rpn_loc: 0.03663 time: 0.1743 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:16:09 d2.utils.events]:  eta: 1:57:18 iter: 50519 total_loss: 0.7255 loss_cls: 0.1321 loss_box_reg: 0.3394 loss_mask: 0.1963 loss_rpn_cls: 0.006915 loss_rpn_loc: 0.02822 time: 0.1743 data_time: 0.0089 lr: 0.0025 max_mem: 2343M [03/13 15:16:12 d2.utils.events]:  eta: 1:57:12 iter: 50539 total_loss: 0.7559 loss_cls: 0.1879 loss_box_reg: 0.3241 loss_mask: 0.1996 loss_rpn_cls: 0.01215 loss_rpn_loc: 0.02848 time: 0.1743 data_time: 0.0098 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[03/13 15:18:32] d2.utils.events INFO: eta: 1:55:41 iter: 51319 total_loss: 0.7972 loss_cls: 0.1877 loss_box_reg: 0.3681 loss_mask: 0.1997 loss_rpn_cls: 0.009987 loss_rpn_loc: 0.03041 time: 0.1744 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:18:36] d2.utils.events INFO: eta: 1:55:37 iter: 51339 total_loss: 0.7997 loss_cls: 0.1625 loss_box_reg: 0.3662 loss_mask: 0.1999 loss_rpn_cls: 0.007002 loss_rpn_loc: 0.0292 time: 0.1744 data_time: 0.0082 lr: 0.0025 max_mem: 2343M [03/13 15:18:40] d2.utils.events INFO: eta: 1:55:39 iter: 51359 total_loss: 0.7119 loss_cls: 0.1471 loss_box_reg: 0.3183 loss_mask: 0.1885 loss_rpn_cls: 0.00704 loss_rpn_loc: 0.02694 time: 0.1744 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 15:18:43] d2.utils.events INFO: eta: 1:55:27 iter: 51379 total_loss: 0.6236 loss_cls: 0.1006 loss_box_reg: 0.3301 loss_mask: 0.1766 loss_rpn_cls: 0.009122 loss_rpn_loc: 0.02412 time: 0.1744 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 15:18:47] d2.utils.events INFO: 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0.02583 time: 0.1746 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:29:23 d2.utils.events]:  eta: 1:44:58 iter: 54939 total_loss: 0.7398 loss_cls: 0.1357 loss_box_reg: 0.3251 loss_mask: 0.2155 loss_rpn_cls: 0.008015 loss_rpn_loc: 0.03457 time: 0.1746 data_time: 0.0099 lr: 0.0025 max_mem: 2343M [03/13 15:29:27 d2.utils.events]:  eta: 1:44:48 iter: 54959 total_loss: 0.7104 loss_cls: 0.121 loss_box_reg: 0.3527 loss_mask: 0.1895 loss_rpn_cls: 0.006381 loss_rpn_loc: 0.03064 time: 0.1747 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 15:29:30 d2.utils.events]:  eta: 1:44:47 iter: 54979 total_loss: 0.7722 loss_cls: 0.1735 loss_box_reg: 0.3447 loss_mask: 0.1833 loss_rpn_cls: 0.00824 loss_rpn_loc: 0.03125 time: 0.1747 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:29:34 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0054999.pth [03/13 15:29:35 d2.utils.events]:  eta: 1:44:41 iter: 54999 total_loss: 0.7656 loss_cls: 0.159 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d2.utils.events]:  eta: 1:44:05 iter: 55259 total_loss: 0.7519 loss_cls: 0.1685 loss_box_reg: 0.3585 loss_mask: 0.1862 loss_rpn_cls: 0.004406 loss_rpn_loc: 0.02595 time: 0.1747 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:30:25 d2.utils.events]:  eta: 1:44:02 iter: 55279 total_loss: 0.7597 loss_cls: 0.1524 loss_box_reg: 0.3728 loss_mask: 0.1807 loss_rpn_cls: 0.009576 loss_rpn_loc: 0.0357 time: 0.1747 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:30:29 d2.utils.events]:  eta: 1:43:54 iter: 55299 total_loss: 0.7157 loss_cls: 0.1381 loss_box_reg: 0.3542 loss_mask: 0.178 loss_rpn_cls: 0.007356 loss_rpn_loc: 0.0293 time: 0.1747 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:30:33 d2.utils.events]:  eta: 1:43:51 iter: 55319 total_loss: 0.7202 loss_cls: 0.1646 loss_box_reg: 0.3348 loss_mask: 0.1692 loss_rpn_cls: 0.008381 loss_rpn_loc: 0.02002 time: 0.1747 data_time: 0.0088 lr: 0.0025 max_mem: 2343M [03/13 15:30:36 d2.utils.events]:  eta: 1:43:43 iter: 55339 total_loss: 0.7855 loss_cls: 0.1743 loss_box_reg: 0.3789 loss_mask: 0.1944 loss_rpn_cls: 0.005997 loss_rpn_loc: 0.0306 time: 0.1747 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:30:40 d2.utils.events]:  eta: 1:43:39 iter: 55359 total_loss: 0.7259 loss_cls: 0.1267 loss_box_reg: 0.3539 loss_mask: 0.1951 loss_rpn_cls: 0.007166 loss_rpn_loc: 0.03001 time: 0.1747 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:30:43 d2.utils.events]:  eta: 1:43:32 iter: 55379 total_loss: 0.702 loss_cls: 0.1319 loss_box_reg: 0.3424 loss_mask: 0.1847 loss_rpn_cls: 0.007014 loss_rpn_loc: 0.02398 time: 0.1747 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:30:47 d2.utils.events]:  eta: 1:43:36 iter: 55399 total_loss: 0.8104 loss_cls: 0.167 loss_box_reg: 0.377 loss_mask: 0.2044 loss_rpn_cls: 0.01181 loss_rpn_loc: 0.03062 time: 0.1747 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:30:50 d2.utils.events]:  eta: 1:43:21 iter: 55419 total_loss: 0.8197 loss_cls: 0.1842 loss_box_reg: 0.3805 loss_mask: 0.1915 loss_rpn_cls: 0.00754 loss_rpn_loc: 0.03587 time: 0.1747 data_time: 0.0093 lr: 0.0025 max_mem: 2343M [03/13 15:30:54 d2.utils.events]:  eta: 1:43:28 iter: 55439 total_loss: 0.7905 loss_cls: 0.1448 loss_box_reg: 0.3467 loss_mask: 0.2262 loss_rpn_cls: 0.009809 loss_rpn_loc: 0.02837 time: 0.1747 data_time: 0.0093 lr: 0.0025 max3327 loss_mask: 0.1656 loss_rpn_cls: 0.006122 loss_rpn_loc: 0.02378 time: 0.1747 data_time: 0.0086 lr: 0.0025 max_mem: 2343M [03/13 15:31:01] d2.utils.events INFO: eta: 1:43:18 iter: 55479 total_loss: 0.7082 loss_cls: 0.1417 loss_box_reg: 0.3418 loss_mask: 0.2141 loss_rpn_cls: 0.005921 loss_rpn_loc: 0.02916 time: 0.1747 data_time: 0.0106 lr: 0.0025 max_mem: 2343M [03/13 15:31:05] d2.utils.events INFO: eta: 1:43:19 iter: 55499 total_loss: 0.6467 loss_cls: 0.135 loss_box_reg: 0.318 loss_mask: 0.1759 loss_rpn_cls: 0.005302 loss_rpn_loc: 0.02308 time: 0.1747 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:31:08] d2.utils.events INFO: eta: 1:43:13 iter: 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0.2017 loss_rpn_cls: 0.006938 loss_rpn_loc: 0.02814 time: 0.1747 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:31:41] d2.utils.events INFO: eta: 1:42:43 iter: 55699 total_loss: 0.7362 loss_cls: 0.1356 loss_box_reg: 0.3506 loss_mask: 0.2018 loss_rpn_cls: 0.007738 loss_rpn_loc: 0.03239 time: 0.1747 data_time: 0.0100 lr: 0.0025 max_mem: 2343M [03/13 15:31:44] d2.utils.events INFO: eta: 1:42:34 iter: 55719 total_loss: 0.6827 loss_cls: 0.1396 loss_box_reg: 0.3352 loss_mask: 0.2062 loss_rpn_cls: 0.006998 loss_rpn_loc: 0.02786 time: 0.1747 data_time: 0.0087 lr: 0.0025 max_mem: 2343M [03/13 15:31:48] d2.utils.events INFO: eta: 1:42:39 iter: 55739 total_loss: 0.7994 loss_cls: 0.1783 loss_box_reg: 0.3302 loss_mask: 0.2273 loss_rpn_cls: 0.00789 loss_rpn_loc: 0.03162 time: 0.1747 data_time: 0.0096 lr: 0.0025 max_mem: 2343M [03/13 15:31:52] d2.utils.events INFO: eta: 1:42:27 iter: 55759 total_loss: 0.6494 loss_cls: 0.1013 loss_box_reg: 0.3116 loss_mask: 0.1519 loss_rpn_cls: 0.005741 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lr: 0.0025 max_mem: 2343M [03/13 15:43:46 d2.utils.events]:  eta: 1:27:28 iter: 59779 total_loss: 0.7188 loss_cls: 0.1314 loss_box_reg: 0.3151 loss_mask: 0.215 loss_rpn_cls: 0.003616 loss_rpn_loc: 0.03255 time: 0.1748 data_time: 0.0098 lr: 0.0025 max_mem: 2343M [03/13 15:43:49 d2.utils.events]:  eta: 1:27:25 iter: 59799 total_loss: 0.6671 loss_cls: 0.1238 loss_box_reg: 0.3121 loss_mask: 0.18 loss_rpn_cls: 0.008087 loss_rpn_loc: 0.02749 time: 0.1748 data_time: 0.0084 lr: 0.0025 max_mem: 2343M [03/13 15:43:53 d2.utils.events]:  eta: 1:27:23 iter: 59819 total_loss: 0.6398 loss_cls: 0.1116 loss_box_reg: 0.3152 loss_mask: 0.1831 loss_rpn_cls: 0.00817 loss_rpn_loc: 0.02689 time: 0.1748 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:43:56 d2.utils.events]:  eta: 1:27:16 iter: 59839 total_loss: 0.7036 loss_cls: 0.128 loss_box_reg: 0.343 loss_mask: 0.1887 loss_rpn_cls: 0.009077 loss_rpn_loc: 0.0291 time: 0.1748 data_time: 0.0097 lr: 0.0025 max_mem: 2343M [03/13 15:44:00 d2.utils.events]:  eta: 1:27:12 iter: 59859 total_loss: 0.703 loss_cls: 0.1368 loss_box_reg: 0.3122 loss_mask: 0.165 loss_rpn_cls: 0.00836 loss_rpn_loc: 0.03025 time: 0.1748 data_time: 0.0090 lr: 0.0025 max_mem: 2343M [03/13 15:44:03 d2.utils.events]:  eta: 1:27:09 iter: 59879 total_loss: 0.7404 loss_cls: 0.1502 loss_box_reg: 0.3419 loss_mask: 0.1965 loss_rpn_cls: 0.01155 loss_rpn_loc: 0.03892 time: 0.1748 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:44:07 d2.utils.events]:  eta: 1:27:05 iter: 59899 total_loss: 0.7039 loss_cls: 0.1344 loss_box_reg: 0.3396 loss_mask: 0.1747 loss_rpn_cls: 0.006736 loss_rpn_loc: 0.02263 time: 0.1748 data_time: 0.0092 lr: 0.0025 max_mem: 2343M [03/13 15:44:10 d2.utils.events]:  eta: 1:27:00 iter: 59919 total_loss: 0.6846 loss_cls: 0.09646 loss_box_reg: 0.3445 loss_mask: 0.188 lo: 1:26:57 iter: 59939 total_loss: 0.7439 loss_cls: 0.133 loss_box_reg: 0.3795 loss_mask: 0.191 loss_rpn_cls: 0.007698 loss_rpn_loc: 0.03887 time: 0.1748 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 15:44:17] d2.utils.events INFO: eta: 1:26:54 iter: 59959 total_loss: 0.6992 loss_cls: 0.1509 loss_box_reg: 0.3122 loss_mask: 0.2097 loss_rpn_cls: 0.005229 loss_rpn_loc: 0.0226 time: 0.1748 data_time: 0.0091 lr: 0.0025 max_mem: 2343M [03/13 15:44:21] d2.utils.events INFO: eta: 1:26:52 iter: 59979 total_loss: 0.6951 loss_cls: 0.1565 loss_box_reg: 0.3267 loss_mask: 0.2204 loss_rpn_cls: 0.006976 loss_rpn_loc: 0.02988 time: 0.1748 data_time: 0.0095 lr: 0.0025 max_mem: 2343M [03/13 15:44:24] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0059999.pth [03/13 15:44:27] d2.data.datasets.coco INFO: Loading dataset/nyu_val.coco.json takes 1.35 seconds. [03/13 15:44:27] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 15:44:27] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 15:44:27] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 15:44:27] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/13 15:44:27] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 15:44:28] d2.evaluation.evaluator INFO: Start inference on 645 images [03/13 15:44:35] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0430 s / img. ETA=0:00:32 [03/13 15:44:40] d2.evaluation.evaluator INFO: Inference done 110/645. 0.0425 s / img. ETA=0:00:27 [03/13 15:44:45] d2.evaluation.evaluator INFO: Inference done 209/645. 0.0426 s / img. ETA=0:00:22 [03/13 15:44:50] d2.evaluation.evaluator INFO: Inference done 310/645. 0.0426 s / img. ETA=0:00:16 [03/13 15:44:55] d2.evaluation.evaluator INFO: Inference done 410/645. 0.0425 s / img. ETA=0:00:11 [03/13 15:45:00] d2.evaluation.evaluator INFO: Inference done 507/645. 0.0426 s / img. ETA=0:00:06 [03/13 15:45:06] d2.evaluation.evaluator INFO: Inference done 605/645. 0.0427 s / img. ETA=0:00:02 [03/13 15:45:08] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.708543 (0.051107 s / img per device, on 1 devices) [03/13 15:45:08] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.042672 s / img per device, on 1 devices) [03/13 15:45:08] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/13 15:45:08] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 15:45:08] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/13 15:45:08] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/13 15:45:08] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.57 seconds. [03/13 15:45:09] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 15:45:09] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.05 seconds. [03/13 15:45:09] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:------:|:------:| | 17.001 | 32.326 | 17.065 | 3.787 | 10.123 | 22.988 | [03/13 15:45:09] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 26.152 | books | 6.600 | chair | 20.664 | | furniture | 5.277 | painting | 33.055 | sofa | 16.274 | | table | 10.149 | tv | 14.584 | window | 20.253 | [03/13 15:45:09] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/13 15:45:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.10 seconds. [03/13 15:45:10] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 15:45:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/13 15:45:10] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.864 | 27.994 | 14.314 | 0.594 | 7.311 | 21.899 | [03/13 15:45:10] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 22.104 | books | 6.370 | chair | 12.094 | | furniture | 3.750 | painting | 37.330 | sofa | 10.105 | | table | 4.370 | tv | 15.938 | window | 21.718 | [03/13 15:45:10] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 15:45:10] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 15:45:10] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:45:10] d2.evaluation.testing INFO: copypaste: 17.0010,32.3259,17.0647,3.7871,10.1233,22.9885 [03/13 15:45:10] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 15:45:10] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:45:10] d2.evaluation.testing INFO: copypaste: 14.8645,27.9941,14.3142,0.5937,7.3108,21.8987 [03/13 15:45:10] d2.utils.events INFO: eta: 1:26:48 iter: 59999 total_loss: 0.6619 loss_cls: 0.1363 loss_box_reg: 0.3072 loss_mask: 0.1807 loss_rpn_cls: 0.007614 loss_rpn_loc: 0.02606 time: 0.1748 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 15:45:13] d2.utils.events INFO: eta: 1:26:45 iter: 60019 total_loss: 0.6183 loss_cls: 0.138 loss_box_reg: 0.2867 loss_mask: 0.1567 loss_rpn_cls: 0.005177 loss_rpn_loc: 0.02009 time: 0.1748 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 15:45:17] d2.utils.events INFO: eta: 1:26:41 iter: 60039 total_loss: 0.6702 loss_cls: 0.124 loss_box_reg: 0.3277 loss_mask: 0.1914 loss_rpn_cls: 0.00776 loss_rpn_loc: 0.02249 time: 0.1748 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 15:45:20] d2.utils.events INFO: eta: 1:26:38 iter: 60059 total_loss: 0.6846 loss_cls: 0.1438 loss_box_reg: 0.3087 loss_mask: 0.1879 loss_rpn_cls: 0.005973 loss_rpn_loc: 0.03116 time: 0.1748 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 15:45:24] d2.utils.events INFO: eta: 1:26:34 iter: 60079 total_loss: 0.7269 loss_cls: 0.1495 loss_box_reg: 0.3266 loss_mask: 0.1823 loss_rpn_cls: 0.006988 loss_rpn_loc: 0.03222 time: 0.1748 data_time: 0.0104 lr: 0.00025 max_mem: 2343M [03/13 15:45:27] d2.utils.events INFO: eta: 1:26:29 iter: 60099 total_loss: 0.5742 loss_cls: 0.1184 loss_box_reg: 0.2911 loss_mask: 0.1457 loss_rpn_cls: 0.008367 loss_rpn_loc: 0.02539 time: 0.1748 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 15:45:31] d2.utils.events INFO: eta: 1:26:27 iter: 60119 total_loss: 0.6411 loss_cls: 0.09957 loss_box_reg: 0.2861 loss_mask: 0.1619 loss_rpn_cls: 0.004492 loss_rpn_loc: 0.02327 time: 0.1748 data_time: 0.0090 lr: 0.00025 max_mem: 2343M m[03/13 15:45:10 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 15:45:10 d2.evaluation.testing]: copypaste: Task: bbox [03/13 15:45:10 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:45:10 d2.evaluation.testing]: copypaste: 17.0010,32.3259,17.0647,3.7871,10.1233,22.9885 [03/13 15:45:10 d2.evaluation.testing]: copypaste: Task: segm [03/13 15:45:10 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 15:45:10 d2.evaluation.testing]: copypaste: 14.8645,27.9941,14.3142,0.5937,7.3108,21.8987 [03/13 15:45:10 d2.utils.events]:  eta: 1:26:48 iter: 59999 total_loss: 0.6619 loss_cls: 0.1363 loss_box_reg: 0.3072 loss_mask: 0.1807 loss_rpn_cls: 0.007614 loss_rpn_loc: 0.02606 time: 0.1748 data_time: 0.0083 lr: 0.0025 max_mem: 2343M [03/13 15:45:13 d2.utils.events]:  eta: 1:26:45 iter: 60019 total_loss: 0.6183 loss_cls: 0.138 loss_box_reg: 0.2867 loss_mask: 0.1567 loss_rpn_cls: 0.005177 loss_rpn_loc: 0.02009 time: 0.1748 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 15:45:17 d2.utils.events]:  eta: 1:26:41 iter: 60039 total_loss: 0.6702 loss_cls: 0.124 loss_box_reg: 0.3277 loss_mask: 0.1914 loss_rpn_cls: 0.00776 loss_rpn_loc: 0.02249 time: 0.1748 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 15:45:20 d2.utils.events]:  eta: 1:26:38 iter: 60059 total_loss: 0.6846 loss_cls: 0.1438 loss_box_reg: 0.3087 loss_mask: 0.1879 loss_rpn_cls: 0.005973 loss_rpn_loc: 0.03116 time: 0.1748 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 15:45:24 d2.utils.events]:  eta: 1:26:34 iter: 60079 total_loss: 0.7269 loss_cls: 0.1495 loss_box_reg: 0.3266 loss_mask: 0.1823 loss_rpn_cls: 0.006988 loss_rpn_loc: 0.03222 time: 0.1748 data_time: 0.0104 lr: 0.00025 max_mem: 2343M [03/13 15:45:27 d2.utils.events]:  eta: 1:26:29 iter: 60099 total_loss: 0.5742 loss_cls: 0.1184 loss_box_reg: 0.2911 loss_mask: 0.1457 loss_rpn_cls: 0.008367 loss_rpn_loc: 0.02539 time: 0.1748 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 15:45:31 d2.utils.events]:  eta: 1:26:27 iter: 60119 total_loss: 0.6411 loss_cls: 0.09957 loss_box_reg: 0.2861 loss_mask: 0.1619 loss_rpn_cls: 0.004492 loss_rpn_loc: 0.02327 time: 0.1748 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 15:45:34 d2.utils.events]:  eta: 1:26:24 iter: 60139 total_loss: 0.6533 loss_cls: 0.1289 loss_box_reg: 0.3096 loss_mask: 0.1816 loss_rpn_cls: 0.00459 loss_rpn_loc: 0.02199 time: 0.1748 data_time: 0.0084 lr: 0.00025 max_mem: 2343M [03/13 15:45:38 d2.utils.events]:  eta: 1:26:19 iter: 60159 total_loss: 0.6294 loss_cls: 0.1299 loss_box_reg: 0.3094 loss_mask: 0.1849 loss_rpn_cls: 0.00508 loss_rpn_loc: 0.02118 time: 0.1748 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 15:45:41 d2.utils.events]:  eta: 1:26:15 iter: 60179 total_loss: 0.614 loss_cls: 0.1245 loss_box_reg: 0.2847 loss_mask: 0.1744 loss_rpn_cls: 0.004544 loss_rpn_loc: 0.03031 time: 0.1748 data_time: 0.0099 lr: 0.00025 max_mem: 2343M [03/13 15:45:45 d2.utils.events]:  eta: 1:26:13 iter: 60199 total_loss: 0.6095 loss_cls: 0.1348 loss_box_reg: 0.2815 loss_mask: 0.1924 loss_rpn_cls: 0.004834 loss_rpn_loc: 0.02525 time: 0.1748 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 15:45:49 d2.utils.events]:  eta: 1:26:10 iter: 60219 total_loss: 0.5644 loss_cls: 0.1072 loss_box_reg: 0.2659 loss_mask: 0.1601 loss_rpn_cls: 0.003484 loss_rpn_loc: 0.02333 time: 0.1748 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 15:45:52 d2.utils.events]:  eta: 1:26:07 iter: 60239 total_loss: 0.6123 loss_cls: 0.104 loss_box_reg: 0.281 loss_mask: 0.1772 loss_rpn_cls: 0.00644 loss_rpn_loc: 0.02622 time: 0.1748 data_time: 0.0084 lr: 0.00025 max_mem: 2343M [03/13 15:45:56 d2.utils.events]:  eta: 1:26:04 iter: 60259 total_loss: 0.6112 loss_cls: 0.1075 loss_box_reg: 0.295 loss_mask: 0.1731 loss_rpn_cls: 0.005234 loss_rpn_loc: 0.0238 time: 0.1748 data_time: 0.0098 lr: 0.00025 max_mem: 2343M [03/13 15:45:59 d2.utils.events]:  eta: 1:26:02 iter: 60279 total_loss: 0.6397 loss_cls: 0.1306 loss_box_reg: 0.2856 loss_mask: 0.1879 loss_rpn_cls: 0.004177 loss_rpn_loc: 0.02648 time: 0.1748 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 15:46:03 d2.utils.events]:  eta: 1:25:58 iter: 60299 total_loss: 0.5892 loss_cls: 0.1062 loss_box_reg: 0.2679 loss_mask: 0.1665 loss_rpn_cls: 0.009458 loss_rpn_loc: 0.02322 time: 0.1748 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 15:46:06 d2.utils.events]:  eta: 1:25:55 iter: 60319 total_loss: 0.6256 loss_cls: 0.1227 loss_box_r0.00451 loss_rpn_loc: 0.02899 time: 0.1748 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 15:46:13] d2.utils.events INFO: eta: 1:25:46 iter: 60359 total_loss: 0.5364 loss_cls: 0.1055 loss_box_reg: 0.2484 loss_mask: 0.1427 loss_rpn_cls: 0.005649 loss_rpn_loc: 0.0211 time: 0.1748 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 15:46:16] d2.utils.events INFO: eta: 1:25:43 iter: 60379 total_loss: 0.6381 loss_cls: 0.1104 loss_box_reg: 0.273 loss_mask: 0.201 loss_rpn_cls: 0.00611 loss_rpn_loc: 0.02934 time: 0.1748 data_time: 0.0098 lr: 0.00025 max_mem: 2343M [03/13 15:46:20] d2.utils.events INFO: eta: 1:25:39 iter: 60399 total_loss: 0.572 loss_cls: 0.1145 loss_box_reg: 0.2693 loss_mask: 0.1736 loss_rpn_cls: 0.00655 loss_rpn_loc: 0.02313 time: 0.1748 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 15:46:24] d2.utils.events INFO: eta: 1:25:36 iter: 60419 total_loss: 0.6071 loss_cls: 0.1178 loss_box_reg: 0.2743 loss_mask: 0.175 loss_rpn_cls: 0.005671 loss_rpn_loc: 0.02471 time: 0.1748 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 15:46:27] d2.utils.events INFO: eta: 1:25:32 iter: 60439 total_loss: 0.5612 loss_cls: 0.1195 loss_box_reg: 0.2827 loss_mask: 0.1424 loss_rpn_cls: 0.004388 loss_rpn_loc: 0.02388 time: 0.1748 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 15:46:31] d2.utils.events INFO: eta: 1:25:28 iter: 60459 total_loss: 0.6113 loss_cls: 0.0916 loss_box_reg: 0.2572 loss_mask: 0.151 loss_rpn_cls: 0.004969 loss_rpn_loc: 0.02505 time: 0.1748 data_time: 0.0098 lr: 0.00025 max_mem: 2343M [03/13 15:46:34] d2.utils.events INFO: eta: 1:25:25 iter: 60479 total_loss: 0.6343 loss_cls: 0.1214 loss_box_reg: 0.2746 loss_mask: 0.1585 loss_rpn_cls: 0.004813 loss_rpn_loc: 0.02129 time: 0.1748 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 15:46:37] d2.utils.events INFO: eta: 1:25:21 iter: 60499 total_loss: 0.6466 loss_cls: 0.1119 loss_box_reg: 0.2968 loss_mask: 0.1834 loss_rpn_cls: 0.004653 loss_rpn_loc: 0.0271 time: 0.1748 data_time: 0.0085 lr: 0.00025 max_mem: 2343M [03/13 15:46:41] d2.utils.events INFO: eta: 1:25:20 iter: 60519 total_loss: 0.5845 loss_cls: 0.1116 loss_box_reg: 0.2667 loss_mask: 0.1661 loss_rpn_cls: 0.003438 loss_rpn_loc: 0.02075 time: 0.1748 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 15:46:44] d2.utils.events INFO: eta: 1:25:18 iter: 60539 total_loss: 0.6246 loss_cls: 0.1039 loss_box_reg: 0.3121 loss_mask: 0.1809 loss_rpn_cls: 0.004713 loss_rpn_loc: 0.02171 time: 0.1748 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 15:46:48] d2.utils.events INFO: eta: 1:25:14 iter: 60559 total_loss: 0.5988 loss_cls: 0.0919 loss_box_reg: 0.2605 loss_mask: 0.1796 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[03/13 15:52:02 d2.utils.events]:  eta: 1:19:47 iter: 62359 total_loss: 0.522 loss_cls: 0.08495 loss_box_reg: 0.2348 loss_mask: 0.1678 loss_rpn_cls: 0.00463 loss_rpn_loc: 0.02512 time: 0.1748 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 15:52:06 d2.utils.events]:  eta: 1:19:46 iter: 62379 total_loss: 0.492 loss_cls: 0.0763 loss_box_reg: 0.2344 loss_mask: 0.1522 loss_rpn_cls: 0.006022 loss_rpn_loc: 0.0231 time: 0.1748 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 15:52:10 d2.utils.events]:  eta: 1:19:44 iter: 62399 total_loss: 0.5179 loss_cls: 0.1027 loss_box_reg: 0.2347 loss_mask: 0.1491 loss_rpn_cls: 0.003733 loss_rpn_loc: 0.0237 time: 0.1748 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 15:52:13 d2.utils.events]:  eta: 1:19:39 iter: 62419 total_loss: 0.4969 loss_cls: 0.08081 loss_box_reg: 0.2469 loss_mask: 0.1409 loss_rpn_cls: 0.002924 loss_rpn_loc: 0.01513 time: 0.1748 data_time: 0.0083 lr: 0.00025 max_mem: 2343M [03/13 15:52:17 d2.utils.events]:  eta: 1:19:36 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loss_cls: 0.06829 loss_box_reg: 0.2254 loss_mask: 0.146 loss_rpn_cls: 0.003834 loss_rpn_loc: 0.02 time: 0.1747 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 15:55:15 d2.utils.events]:  eta: 1:16:46 iter: 63459 total_loss: 0.593 loss_cls: 0.1009 loss_box_reg: 0.2584 loss_mask: 0.1723 loss_rpn_cls: 0.003488 loss_rpn_loc: 0.02247 time: 0.1747 data_time: 0.0106 lr: 0.00025 max_mem: 2343M [03/13 15:55:18 d2.utils.events]:  eta: 1:16:44 iter: 63479 total_loss: 0.5577 loss_cls: 0.09011 loss_box_reg: 0.2497 loss_mask: 0.1595 loss_rpn_cls: 0.002501 loss_rpn_loc: 0.02596 time: 0.1747 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 15:55:22 d2.utils.events]:  eta: 1:160.08863 loss_box_reg: 0.2188 loss_mask: 0.1496 loss_rpn_cls: 0.006042 loss_rpn_loc: 0.02667 time: 0.1747 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 15:55:25] d2.utils.events INFO: eta: 1:16:37 iter: 63519 total_loss: 0.5055 loss_cls: 0.07919 loss_box_reg: 0.242 loss_mask: 0.166 loss_rpn_cls: 0.003752 loss_rpn_loc: 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[03/13 15:55:57] d2.utils.events INFO: eta: 1:16:13 iter: 63699 total_loss: 0.5363 loss_cls: 0.0859 loss_box_reg: 0.2444 loss_mask: 0.1747 loss_rpn_cls: 0.003821 loss_rpn_loc: 0.0208 time: 0.1747 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 15:56:00] d2.utils.events INFO: eta: 1:16:13 iter: 63719 total_loss: 0.4822 loss_cls: 0.07909 loss_box_reg: 0.2284 loss_mask: 0.1393 loss_rpn_cls: 0.005596 loss_rpn_loc: 0.02239 time: 0.1747 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 15:56:04] d2.utils.events INFO: eta: 1:16:08 iter: 63739 total_loss: 0.4632 loss_cls: 0.0789 loss_box_reg: 0.216 loss_mask: 0.1436 loss_rpn_cls: 0.00351 loss_rpn_loc: 0.02211 time: 0.1747 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 15:56:07] d2.utils.events INFO: eta: 1:16:04 iter: 63759 total_loss: 0.5695 loss_cls: 0.1239 loss_box_reg: 0.259 loss_mask: 0.1744 loss_rpn_cls: 0.003022 loss_rpn_loc: 0.02542 time: 0.1747 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 15:56:11] d2.utils.events INFO: eta: 1:16:02 iter: 63779 total_loss: 0.5173 loss_cls: 0.09137 loss_box_reg: 0.2273 loss_mask: 0.1664 loss_rpn_cls: 0.005393 loss_rpn_loc: 0.02531 time: 0.1747 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 15:56:14] d2.utils.events INFO: eta: 1:15:56 iter: 63799 total_loss: 0.4398 loss_cls: 0.06436 loss_box_reg: 0.2026 loss_mask: 0.1309 loss_rpn_cls: 0.002419 loss_rpn_loc: 0.01759 time: 0.1747 data_time: 0.0079 lr: 0.00025 max_mem: 2343M [03/13 15:56:18] d2.utils.events INFO: eta: 1:15:53 iter: 63819 total_loss: 0.5621 loss_cls: 0.08525 loss_box_reg: 0.2585 lossutils.events]:  eta: 1:15:53 iter: 63819 total_loss: 0.5621 loss_cls: 0.08525 loss_box_reg: 0.2585 loss_mask: 0.1631 loss_rpn_cls: 0.003311 loss_rpn_loc: 0.02674 time: 0.1747 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 15:56:21 d2.utils.events]:  eta: 1:15:50 iter: 63839 total_loss: 0.4403 loss_cls: 0.07922 loss_box_reg: 0.2177 loss_mask: 0.1353 loss_rpn_cls: 0.002615 loss_rpn_loc: 0.01875 time: 0.1747 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[03/13 15:56:39 d2.utils.events]:  eta: 1:15:38 iter: 63939 total_loss: 0.5547 loss_cls: 0.1042 loss_box_reg: 0.2551 loss_mask: 0.1586 loss_rpn_cls: 0.004339 loss_rpn_loc: 0.02273 time: 0.1747 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 15:56:42 d2.utils.events]:  eta: 1:15:36 iter: 63959 total_loss: 0.537 loss_cls: 0.08223 loss_box_reg: 0.2351 loss_mask: 0.1714 loss_rpn_cls: 0.002437 loss_rpn_loc: 0.0197 time: 0.1747 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 15:56:46 d2.utils.events]:  eta: 1:15:33 iter: 63979 total_loss: 0.5513 loss_cls: 0.0786 loss_box_reg: 0.2517 loss_mask: 0.1766 loss_rpn_cls: 0.002945 loss_rpn_loc: 0.02065 time: 0.1747 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 15:56:49 d2.utils.events]:  eta: 1:15:27 iter: 63999 total_loss: 0.5448 loss_cls: 0.09936 loss_box_reg: 0.2461 loss_mask: 0.1554 loss_rpn_cls: 0.002615 loss_rpn_loc: 0.02574 time: 0.1747 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 15:56:53 d2.utils.events]:  eta: 1:15:25 iter: 64019 total_loss: 0.4769 loss_cls: 0.09448 loss_box_reg: 0.23 loss_mask: 0.1482 loss_rpn_cls: 0.003824 loss_rpn_loc: 0.0206 time: 0.1747 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 15:56:56 d2.utils.events]:  eta: 1:15:22 iter: 64039 total_loss: 0.546 loss_cls: 0.09413 loss_box_reg: 0.234 loss_mask: 0.1897 loss_rpn_cls: 0.006754 loss_rpn_loc: 0.02949 time: 0.1747 data_time: 0.0100 lr: 0.00025 max_mem: 2343M [03/13 15:57:00 d2.utils.events]:  eta: 1:15:15 iter: 64059 total_loss: 0.4138 loss_cls: 0.06408 loss_box_reg: 0.2109 loss_mask: 0.1265 loss_rpn_cls: 0.001398 loss_rpn_loc: 0.01322 time: 0.1747 data_time: 0.0086 lr: 0.00025 max_mem: 2343M [03/13 15:57:03 d2.utils.events]:  eta: 1:15:13 iter: 64079 total_loss: 0.5466 loss_cls: 0.08116 loss_box_reg: 0.2347 loss_mask: 0.1655 loss_rpn_cls: 0.003116 loss_rpn_loc: 0.02426 time: 0.1747 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 15:57:07 d2.utils.events]:  eta: 1:15:12 iter: 64099 total_loss: 0.536 loss_cls: 0.08573 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eta: 1:12:27 iter: 64939 total_loss: 0.6252 loss_cls: 0.1228 loss_box_reg: 0.2897 loss_mask: 0.1809 loss_rpn_cls: 0.00438 loss_rpn_loc: 0.03031 time: 0.1747 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 15:59:37 d2.utils.events]:  eta: 1:12:23 iter: 64959 total_loss: 0.4726 loss_cls: 0.07116 loss_box_reg: 0.2251 loss_mask: 0.1518 loss_rpn_cls: 0.003093 loss_rpn_loc: 0.01751 time: 0.1747 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 15:59:40 d2.utils.events]:  eta: 1:12:19 iter: 64979 total_loss: 0.4888 loss_cls: 0.09894 loss_box_reg: 0.2279 loss_mask: 0.1637 loss_rpn_cls: 0.002956 loss_rpn_loc: 0.02427 time: 0.1747 data_time: 0.0084 lr: 0.00025 max_mem: 2343M [03/13 15:59:44 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0064999.pth [03/13 15:59:45 d2.utils.events]:  eta: 1:12:24 iter: 64999 total_loss: 0.4532 loss_cls: 0.06545 loss_box_reg: 0.2298 loss_mask: 0.1309 loss_rpn_cls: 0.003615 loss_rpn_loc: 0.01801 time: 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INFO: eta: 1:02:02 iter: 68619 total_loss: 0.4545 loss_cls: 0.07535 loss_box_reg: 0.1937 loss_mask: 0.1488 loss_rpn_cls: 0.00209 loss_rpn_loc: 0.02145 time: 0.1747 data_time: 0.0083 lr: 0.00025 max_mem: 2343M [03/13 16:10:22] d2.utils.events INFO: eta: 1:02:04 iter: 68639 total_loss: 0.4642 loss_cls: 0.07045 loss_box_reg: 0.2236 loss_mask: 0.1559 loss_rpn_cls: 0.001954 loss_rpn_loc: 0.01979 time: 0.1747 data_time: 0.0083 lr: 0.00025 max_mem: 2343M [03/13 16:10:25] d2.utils.events INFO: eta: 1:01:56 iter: 68659 total_loss: 0.4849 loss_cls: 0.07506 loss_box_reg: 0.205 loss_mask: 0.1582 loss_rpn_cls: 0.003985 loss_rpn_loc: 0.01854 time: 0.1747 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:10:29] d2.utils.events INFO: eta: 1:01:52 iter: 68679 total_loss: 0.5064 loss_cls: 0.06331 loss_box_reg: 0.2385 loss_mask: 0.1892 loss_rpn_cls: 0.004491 loss_rpn_loc: 0.02195 time: 0.1747 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:10:32] d2.utils.events INFO: eta: 1:01:52 iter: 68699 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loss_cls: 0.06573 loss_box_reg: 0.2049 loss_mask: 0.1609 loss_rpn_cls: 0.00156 loss_rpn_loc: 0.01414 time: 0.1747 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 16:12:42 d2.utils.events]:  eta: 0:59:54 iter: 69439 total_loss: 0.4525 loss_cls: 0.07323 loss_box_reg: 0.2025 loss_mask: 0.1509 loss_rpn_cls: 0.003181 loss_rpn_loc: 0.02173 time: 0.1747 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:12:45 d2.utils.events]:  eta: 0:59:52 iter: 69459 total_loss: 0.4594 loss_cls: 0.06421 loss_box_reg: 0.2043 loss_mask: 0.1415 loss_rpn_cls: 0.002628 loss_rpn_loc: 0.02168 time: 0.1747 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:12:49 d2.utils.events]:  eta: 0:59:49 iter: 69479 total_loss: 0.48 loss_cls: 0.07464 loss_box_reg: 0.1974 loss_mask: 0.1603 loss_rpn_cls: 0.005423 loss_rpn_loc: 0.01954 time: 0.1747 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:12:52 d2.utils.events]:  eta: 0:59:49 iter: 69499 total_loss: 0.4361 loss_cls: 0.07476 loss_box_reg: 0.2066 loss_mask: 0.1486 loss_rpn_cls: 0.00194 loss_rpn_loc: 0.02153 time: 0.1747 data_time: 0.0102 lr: 0.00025 max_mem: 2343M [03/13 16:12:56 d2.utils.events]:  eta: 0:59:44 iter: 69519 total_loss: 0.4169 loss_cls: 0.07302 loss_box_reg: 0.1915 loss_mask: 0.1327 loss_rpn_cls: 0.001981 loss_rpn_loc: 0.0235 time: 0.1747 data_time: 0.0085 lr: 0.00025 max_mem: 2343M [03/13 16:12:59 d2.utils.events]:  eta: 0:59:39 iter: 69539 total_loss: 0.4758 loss_cls: 0.0707 loss_box_reg: 0.2121 loss_mask: 0.1348 loss_rpn_cls: 0.00286 loss_rpn_loc: 0.01848 time: 0.1747 data_time: 0.0085 lr: 0.00025 max_mem: 2343M [03/13 16:13:03 d2.utils.events]:  eta: 0:59:37 iter: 69559 total_loss: 0.4243 loss_cls: 0.06914 loss_box_reg: 0.2072 loss_mask: 0.1376 loss_rpn_cls: 0.001496 loss_rpn_loc: 0.01815 time: 0.1747 data_time: 0.0086 lr: 0.00025 max_mem: 2343M [03/13 16:13:06 d2.utils.events]:  eta: 0:59:33 iter: 69579 total_loss: 0.4953 loss_cls: 0.1008 loss_box_reg: 0.218 loss_mask: 0.1445 loss_rpn_cls: 0.002733 loss_rpn_loc: 0.02033 time: 0.1747 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:13:10 d2.utils.events]:  eta: 0:59:25 iter: 69599 total_loss: 0.51 loss_cls: 0.0909 loss_box_reg: 0.2173 loss_mask: 0.1501 loss_rpn_cls: 0.003021 loss_rpn_loc: 0.02531 time: 0.1746 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:13:13 d2.utils.events]:  eta: 0:59:21 iter: 69619 total_loss: 0.4865 loss_cls: 0.09087 loss_box_reg: 0.2162 loss_mask: 0.1492 loss_rpn_cls: 0.002789 loss_rpn_loc: 0.02635 time: 0.1747 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:13:17 d2.utils.events]:  eta: 0:59:10 iter: 69639 total_loss: 0.4622 loss_cls: 0.07888 loss_box_reg: 0.2116 loss_mask: 0.1437 loss_rpn_cls: 0.00369 loss_rpn_loc: 0.01586 time: 0.1747 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:13:20 d2.utils.events]:  eta: 0:59:04 iter: 69659 total_loss: 0.4401 loss_cls: 0.06175 loss_box_reg: 0.2001 loss_mask: 0.1301 loss_rpn_cls: 0.003216 loss_rpn_loc: 0.02082 time: 0.1746 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:13:24 d2.utils.events]:  eta: 0:58:59 iter: 69679 total_loss: 0.5728 loss_cls: 0.1113 loss_box_reg: 0.2438 loss_mask: 0.1747 loss_rpn_cls: 0.004613 loss_rpn_loc: 0.02579 time: 0.1746 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:13:27 d2.utils.events]:  eta: 0:58:54 iter: 69699 total_loss: 0.518 loss_cls: 0.07692 loss_box_reg: 0.2247 loss_mask: 0.1654 loss_rpn_cls: 0.003865 loss_rpn_loc: 0.01915 time: 0.1746 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 16:13:31 d2.utils.events]:  eta: 0:58:48 iter: 69719 total_loss: 0.5426 loss_cls: 0.0927 loss_box_reg: 0.2273 loss_mask: 0.1697 loss_rpn_cls: 0.004112 loss_rpn_loc: 0.02487 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:13:34 d2.utils.events]:  eta: 0:58:42 iter: 69739 total_loss: 0.467 loss_cls: 0.07036 loss_box_reg: 0.2234 loss_mask: 0.1707 loss_rpn_cls: 0.002345 loss_rpn_loc: 0.01976 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:13:37 d2.utils.events]:  eta: 0:58:40 iter: 69759 total_loss: 0.4611 loss_cls: 0.06166 loss_box_reg: 0.1895 loss_mask: 0.1471 loss_rpn_cls: 0.004866 loss_rpn_loc: 0.01948 time: 0.1746 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 16:13:41 d2.utils.events]:  eta: 0:58:39 iter: 69779 total_loss: 0.4688 loss_cls: 0.07228 loss_box_reg: 0.1978 loss_mask: 0.164 loss_rpn_cls: 0.005042 loss_rpn_loc: 0.02466 time: 0.1746 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 16:13:44 d2.utils.events]:  eta: 0:58:37 iter: 69799 total_loss: 0.5158 loss_cls: 0.0993 loss_box_reg: 0.2217 loss_mask: 0.1558 loss_rpn_cls: 0.003708 loss_rpn_loc: 0.03313 time: 0.1746 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:13:48 d2.utils.events]:  eta: 0:58:33 iter: 69819 total_loss: 0.496 loss_cls: 0.09117 loss_box_reg: 0.2117 loss_mask: 0.1654 loss_rpn_cls: 0.002218 loss_rpn_loc: 0.02076 time: 0.1746 data_time: 0.0089 lr: 0:58:27 iter: 69859 total_loss: 0.4119 loss_cls: 0.05963 loss_box_reg: 0.1827 loss_mask: 0.1166 loss_rpn_cls: 0.002212 loss_rpn_loc: 0.01306 time: 0.1746 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:13:58] d2.utils.events INFO: eta: 0:58:23 iter: 69879 total_loss: 0.4872 loss_cls: 0.08918 loss_box_reg: 0.2315 loss_mask: 0.1421 loss_rpn_cls: 0.00486 loss_rpn_loc: 0.02392 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:14:02] d2.utils.events INFO: eta: 0:58:20 iter: 69899 total_loss: 0.5827 loss_cls: 0.08755 loss_box_reg: 0.2274 loss_mask: 0.1592 loss_rpn_cls: 0.004281 loss_rpn_loc: 0.02051 time: 0.1746 data_time: 0.0101 lr: 0.00025 max_mem: 2343M [03/13 16:14:06] d2.utils.events INFO: eta: 0:58:16 iter: 69919 total_loss: 0.4205 loss_cls: 0.05245 loss_box_reg: 0.1948 loss_mask: 0.145 loss_rpn_cls: 0.002167 loss_rpn_loc: 0.01694 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:14:09] d2.utils.events INFO: eta: 0:58:13 iter: 69939 total_loss: 0.5138 loss_cls: 0.09635 loss_box_reg: 0.2248 loss_mask: 0.153 loss_rpn_cls: 0.003959 loss_rpn_loc: 0.0219 time: 0.1746 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:14:13] d2.utils.events INFO: eta: 0:58:16 iter: 69959 total_loss: 0.529 loss_cls: 0.1001 loss_box_reg: 0.2433 loss_mask: 0.168 loss_rpn_cls: 0.00362 loss_rpn_loc: 0.02593 time: 0.1746 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 16:14:16] d2.utils.events INFO: eta: 0:58:13 iter: 69979 total_loss: 0.4459 loss_cls: 0.07767 loss_box_reg: 0.2167 loss_mask: 0.1371 loss_rpn_cls: 0.003087 loss_rpn_loc: 0.02423 time: 0.1746 data_time: 0.0086 lr: 0.00025 max_mem: 2343M [03/13 16:14:20] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0069999.pth [03/13 16:14:22] d2.data.datasets.coco INFO: Loading dataset/nyu_val.coco.json takes 1.28 seconds. [03/13 16:14:22] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 16:14:22] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 16:14:22] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 16:14:22] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/13 16:14:22] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 16:14:23] d2.evaluation.evaluator INFO: Start inference on 645 images [03/13 16:14:31] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0433 s / img. ETA=0:00:31 [03/13 16:14:36] d2.evaluation.evaluator INFO: Inference done 115/645. 0.0422 s / img. ETA=0:00:25 [03/13 16:14:41] d2.evaluation.evaluator INFO: Inference done 218/645. 0.0425 s / img. ETA=0:00:20 [03/13 16:14:46] d2.evaluation.evaluator INFO: Inference done 323/645. 0.0425 s / img. ETA=0:00:15 [03/13 16:14:51] d2.evaluation.evaluator INFO: Inference done 428/645. 0.0424 s / img. ETA=0:00:10 [03/13 16:14:56] d2.evaluation.evaluator INFO: Inference done 530/645. 0.0425 s / img. ETA=0:00:05 [03/13 16:15:01] d2.evaluation.evaluator INFO: Inference done 633/645. 0.0425 s / img. ETA=0:00:00 [03/13 16:15:02] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.260701 (0.048845 s / img per device, on 1 devices) [03/13 16:15:02] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.042494 s / img per device, on 1 devices) [03/13 16:15:02] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/13 16:15:02] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 16:15:02] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/13 16:15:02] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/13 16:15:02] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.43 seconds. [03/13 16:15:02] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 16:15:02] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/13 16:15:02] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:------:|:------:| | 19.364 | 33.994 | 20.081 | 4.956 | 11.361 | 25.363 | [03/13 16:15:02] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 27.596 | books | 8.608 | chair | 21.562 | | furniture | 5.666 | painting | 38.554 | sofa | 22.461 | | table | 10.413 | tv | 16.426 | window | 22.988 | [03/13 16:15:03] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/13 16:15:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.07 seconds. [03/13 16:15:04] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 16:15:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.03 seconds. [03/13 16:15:04] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 16.312 | 29.537 | 15.808 | 1.196 | 7.935 | 23.282 | [03/13 16:15:04] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 22.291 | books | 7.742 | chair | 12.480 | | furniture | 4.678 | painting | 40.060 | sofa | 14.256 | | table | 4.310 | tv | 18.659 | window | 22.330 | [03/13 16:15:04] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 16:15:04] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 16:15:04] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:15:04] d2.evaluation.testing INFO: copypaste: 19.3636,33.9943,20.0813,4.9560,11.3608,25.3626 [03/13 16:15:04] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 16:15:04] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:15:04] d2.evaluation.testing INFO: copypaste: 16.3119,29.5374,15.8080,1.1961,7.9352,23.2822 [03/13 16:15:04] d2.utils.events INFO: eta: 0:58:04 iter: 69999 total_loss: 0.5577 loss_cls: 0.08343 loss_box_reg: 0.2225 loss_mask: 0.1667 loss_rpn_cls: 0.002984 loss_rpn_loc: 0.02056 time: 0.1746 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 16:15:07] d2.utils.events INFO: eta: 0:58:06 iter: 70019 total_loss: 0.4695 loss_cls: 0.05957 loss_box_reg: 0.2152 loss_mask: 0.1611 loss_rpn_cls: 0.002084 loss_rpn_loc: 0.02538 time: 0.1746 data_time: 0.0097 lr: 0.00025 max_mem: 2343M 0.182 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.254 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.254 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.042 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.146 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.317 [03/13 16:15:04 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 16.312 | 29.537 | 15.808 | 1.196 | 7.935 | 23.282 | [03/13 16:15:04 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 22.291 | books | 7.742 | chair | 12.480 | | furniture | 4.678 | painting | 40.060 | sofa | 14.256 | | table | 4.310 | tv | 18.659 | window | 22.330 | [03/13 16:15:04 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 16:15:04 d2.evaluation.testing]: copypaste: Task: bbox [03/13 16:15:04 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:15:04 d2.evaluation.testing]: copypaste: 19.3636,33.9943,20.0813,4.9560,11.3608,25.3626 [03/13 16:15:04 d2.evaluation.testing]: copypaste: Task: segm [03/13 16:15:04 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:15:04 d2.evaluation.testing]: copypaste: 16.3119,29.5374,15.8080,1.1961,7.9352,23.2822 [03/13 16:15:04 d2.utils.events]:  eta: 0:58:04 iter: 69999 total_loss: 0.5577 loss_cls: 0.08343 loss_box_reg: 0.2225 loss_mask: 0.1667 loss_rpn_cls: 0.002984 loss_rpn_loc: 0.02056 time: 0.1746 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 16:15:07 d2.utils.events]:  eta: 0:58:06 iter: 70019 total_loss: 0.4695 loss_cls: 0.05957 loss_box_reg: 0.2152 loss_mask: 0.1611 loss_rpn_cls: 0.002084 loss_rpn_loc: 0.02538 time: 0.1746 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:15:11 d2.utils.events]:  eta: 0:57:55 iter: 70039 total_loss: 0.448 loss_cls: 0.05686 loss_box_reg: 0.1939 loss_mask: 0.1332 loss_rpn_cls: 0.003234 loss_rpn_loc: 0.01716 time: 0.1746 data_time: 0.0085 lr: 0.00025 max_mem: 2343M [03/13 16:15:14 d2.utils.events]:  eta: 0:57:50 iter: 70059 total_loss: 0.5095 loss_cls: 0.07091 loss_box_reg: 0.2219 loss_mask: 0.154 loss_rpn_cls: 0.003602 loss_rpn_loc: 0.02355 time: 0.1746 data_time: 0.0098 lr: 0.00025 max_mem: 2343M [03/13 16:15:18 d2.utils.events]:  eta: 0:57:44 iter: 70079 total_loss: 0.4387 loss_cls: 0.05302 loss_box_reg: 0.2025 loss_mask: 0.1499 loss_rpn_cls: 0.001785 loss_rpn_loc: 0.01996 time: 0.1746 data_time: 0.0082 lr: 0.00025 max_mem: 2343M [03/13 16:15:21 d2.utils.events]:  eta: 0:57:40 iter: 70099 total_loss: 0.5292 loss_cls: 0.07014 loss_box_reg: 0.2348 loss_mask: 0.1675 loss_rpn_cls: 0.004369 loss_rpn_loc: 0.02103 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:15:25 d2.utils.events]:  eta: 0:57:37 iter: 70119 total_loss: 0.4986 loss_cls: 0.09161 loss_box_reg: 0.2254 loss_mask: 0.1469 loss_rpn_cls: 0.00376 loss_rpn_loc: 0.01898 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:15:28 d2.utils.events]:  eta: 0:57:33 iter: 70139 total_loss: 0.4649 loss_cls: 0.06582 loss_box_reg: 0.2038 loss_mask: 0.1496 loss_rpn_cls: 0.001982 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total_loss: 0.4925 loss_cls: 0.09155 loss_box_reg: 0.2199 loss_mask: 0.1364 loss_rpn_cls: 0.002079 loss_rpn_loc: 0.02288 time: 0.1746 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:21:38 d2.utils.events]:  eta: 0:51:33 iter: 72259 total_loss: 0.4851 loss_cls: 0.07281 loss_box_reg: 0.2302 loss_mask: 0.1587 loss_rpn_cls: 0.004431 loss_rpn_loc: 0.02194 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:21:42 d2.utils.events]:  eta: 0:51:30 iter: 72279 total_loss: 0.4544 loss_cls: 0.0796 loss_box_reg: 0.2103 loss_mask: 0.1494 loss_rpn_cls: 0.002748 loss_rpn_loc: 0.02211 time: 0.1746 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:21:45 d2.utils.events]:  eta: 0:51:28 iter: 72299 total_loss: 0.4813 loss_cls: 0.07055 loss_box_reg: 0.2109 loss_mask: 0.1571 loss_rpn_cls: 0.002303 loss_rpn_loc: 0.02052 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:21:49 d2.utils.events]:  eta: 0:51:25 iter: 72319 total_loss: 0.4362 loss_cls: 0.05409 loss_box_reg: 0.2075 loss_mask: 0.1473 loss_rpn_cls: 0.004126 loss_rpn_loc: 0.02705 time: 0.1746 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:21:52 d2.utils.events]:  eta: 0:51:22 iter: 72339 total_loss: 0.4231 loss_cls: 0.07133 loss_box_reg: 0.2085 loss_mask: 0.1339 loss_rpn_cls: 0.003626 loss_rpn_loc: 0.02255 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:21:56 d2.utils.events]:  eta: 0:51:18 iter: 72359 total_loss: 0.4288 loss_cls: 0.0622 loss_box_reg: 0.2003 loss_mask: 0.1502 loss_rpn_cls: 0.001245 loss_rpn_loc: 0.02184 time: 0.1746 data_time: 0.0081 lr: 0.00025 max_mem: 2343M [03/13 16:21:59 d2.utils.events]:  eta: 0:51:15 iter: 72379 total_loss: 0.5246 loss_cls: 0.09065 loss_box_reg: 0.2049 loss_mask: 0.1598 loss_rpn_cls: 0.003085 loss_rpn_loc: 0.02044 time: 0.1746 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 16:22:03 d2.utils.events]:  eta: 0:51:12 iter: 72399 total_loss: 0.4725 loss_cls: 0.07364 loss_box_reg: 0.1935 loss_mask: 0.1521 loss_rpn_cls: 0.002525 loss_rpn_loc: 0.01833 time: 0.1746 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:22:06 d2.utils.events]:  eta: 0:51:09 iter: 72419 total_loss: 0.4209 loss_cls: 0.0553 loss_box_reg: 0.192 loss_mask: 0.1521 loss_rpn_cls: 0.004222 loss_rpn_loc: 0.01635 time: 0.1746 data_time: 0.0081 lr: 0.00025 max_mem: 2343M [03/13 16:22:10 d2.utils.events]:  eta: 0:51:07 iter: 72439 total_loss: 0.4893 loss_cls: 0.05903 loss_box_reg: 0.2195 loss_mask: 0.1764 loss_rpn_cls: 0.003538 loss_ls: 0.08618 loss_box_reg: 0.2477 loss_mask: 0.1721 loss_rpn_cls: 0.004519 loss_rpn_loc: 0.0225 time: 0.1746 data_time: 0.0099 lr: 0.00025 max_mem: 2343M [03/13 16:22:17] d2.utils.events INFO: eta: 0:51:03 iter: 72479 total_loss: 0.5263 loss_cls: 0.08127 loss_box_reg: 0.2227 loss_mask: 0.1846 loss_rpn_cls: 0.004684 loss_rpn_loc: 0.02132 time: 0.1746 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:22:20] d2.utils.events INFO: eta: 0:50:59 iter: 72499 total_loss: 0.4666 loss_cls: 0.06122 loss_box_reg: 0.2058 loss_mask: 0.1631 loss_rpn_cls: 0.002387 loss_rpn_loc: 0.0196 time: 0.1746 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:22:24] d2.utils.events INFO: eta: 0:50:54 iter: 72519 total_loss: 0.4776 loss_cls: 0.08479 loss_box_reg: 0.2167 loss_mask: 0.1538 loss_rpn_cls: 0.001865 loss_rpn_loc: 0.02514 time: 0.1746 data_time: 0.0099 lr: 0.00025 max_mem: 2343M [03/13 16:22:27] d2.utils.events INFO: eta: 0:50:50 iter: 72539 total_loss: 0.4231 loss_cls: 0.07862 loss_box_reg: 0.1918 loss_mask: 0.1357 loss_rpn_cls: 0.002526 loss_rpn_loc: 0.01902 time: 0.1746 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:22:30] d2.utils.events INFO: eta: 0:50:44 iter: 72559 total_loss: 0.5063 loss_cls: 0.06351 loss_box_reg: 0.2346 loss_mask: 0.1592 loss_rpn_cls: 0.003339 loss_rpn_loc: 0.02342 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:22:34] d2.utils.events INFO: eta: 0:50:43 iter: 72579 total_loss: 0.5188 loss_cls: 0.0775 loss_box_reg: 0.2131 loss_mask: 0.1767 loss_rpn_cls: 0.003966 loss_rpn_loc: 0.02633 time: 0.1746 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:22:38] d2.utils.events INFO: eta: 0:50:37 iter: 72599 total_loss: 0.4573 loss_cls: 0.0674 loss_box_reg: 0.1985 loss_mask: 0.1405 loss_rpn_cls: 0.003045 loss_rpn_loc: 0.0226 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:22:41] d2.utils.events INFO: eta: 0:50:36 iter: 72619 total_loss: 0.476 loss_cls: 0.06501 loss_box_reg: 0.2205 loss_mask: 0.1393 loss_rpn_cls: 0.002479 loss_rpn_loc: 0.02103 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:22:45] d2.utils.events INFO: eta: 0:50:31 iter: 72639 total_loss: 0.4236 loss_cls: 0.06723 loss_box_reg: 0.19 loss_mask: 0.1161 loss_rpn_cls: 0.003618 loss_rpn_loc: 0.01829 time: 0.1746 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:22:48] d2.utils.events INFO: eta: 0:50:26 iter: 72659 total_loss: 0.5011 loss_cls: 0.09017 loss_box_reg: 0.2222 loss_mask: 0.1717 loss_rpn_cls: 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time: 0.1746 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:23:05] d2.utils.events INFO: eta: 0:50:00 iter: 72759 total_loss: 0.4314 loss_cls: 0.06214 loss_box_reg: 0.2024 loss_mask: 0.1447 loss_rpn_cls: 0.002636 loss_rpn_loc: 0.01712 time: 0.1746 data_time: 0.0097 lr: 0.00025 max_mem: 2343M .utils.events]:  eta: 0:50:00 iter: 72759 total_loss: 0.4314 loss_cls: 0.06214 loss_box_reg: 0.2024 loss_mask: 0.1447 loss_rpn_cls: 0.002636 loss_rpn_loc: 0.01712 time: 0.1746 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:23:09 d2.utils.events]:  eta: 0:49:54 iter: 72779 total_loss: 0.4617 loss_cls: 0.05831 loss_box_reg: 0.208 loss_mask: 0.1622 loss_rpn_cls: 0.002196 loss_rpn_loc: 0.01761 time: 0.1746 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:23:12 d2.utils.events]:  eta: 0:49:51 iter: 72799 total_loss: 0.4034 loss_cls: 0.0727 loss_box_reg: 0.182 loss_mask: 0.1376 loss_rpn_cls: 0.00239 loss_rpn_loc: 0.02169 time: 0.1746 data_time: 0.0087 lr: 0.00025 max_mem: 2343M 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d2.utils.events]:  eta: 0:45:25 iter: 74319 total_loss: 0.5249 loss_cls: 0.08964 loss_box_reg: 0.2323 loss_mask: 0.1579 loss_rpn_cls: 0.002694 loss_rpn_loc: 0.01782 time: 0.1746 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:27:41 d2.utils.events]:  eta: 0:45:22 iter: 74339 total_loss: 0.5096 loss_cls: 0.08743 loss_box_reg: 0.2046 loss_mask: 0.1703 loss_rpn_cls: 0.002088 loss_rpn_loc: 0.0212 time: 0.17448] d2.utils.events INFO: eta: 0:45:13 iter: 74379 total_loss: 0.4229 loss_cls: 0.06292 loss_box_reg: 0.1957 loss_mask: 0.1416 loss_rpn_cls: 0.003216 loss_rpn_loc: 0.01946 time: 0.1746 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:27:52] d2.utils.events INFO: eta: 0:45:10 iter: 74399 total_loss: 0.4358 loss_cls: 0.0521 loss_box_reg: 0.1989 loss_mask: 0.146 loss_rpn_cls: 0.002194 loss_rpn_loc: 0.01902 time: 0.1746 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:27:55] d2.utils.events INFO: eta: 0:45:05 iter: 74419 total_loss: 0.43 loss_cls: 0.07552 loss_box_reg: 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eta: 0:43:49 iter: 74919 total_loss: 0.471 loss_cls: 0.07643 loss_box_reg: 0.1945 loss_mask: 0.154 loss_rpn_cls: 0.001953 loss_rpn_loc: 0.01991 time: 0.1746 data_time: 0.0099 lr: 0.00025 max_mem: 2343M [03/13 16:29:26] d2.utils.events INFO: eta: 0:43:44 iter: 74939 total_loss: 0.4727 loss_cls: 0.07686 loss_box_reg: 0.2009 loss_mask: 0.1563 loss_rpn_cls: 0.004321 loss_rpn_loc: 0.02463 time: 0.1746 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:29:30] d2.utils.events INFO: eta: 0:43:41 iter: 74959 total_loss: 0.4194 loss_cls: 0.06878 loss_box_reg: 0.1863 loss_mask: 0.148 loss_rpn_cls: 0.00352 loss_rpn_loc: 0.01805 time: 0.1746 data_time: 0.0098 lr: 0.00025 max_mem: 2343M [03/13 16:29:33] d2.utils.events INFO: eta: 0:43:36 iter: 74979 total_loss: 0.3905 loss_cls: 0.0581 loss_box_reg: 0.1827 loss_mask: 0.132 loss_rpn_cls: 0.001805 loss_rpn_loc: 0.01546 time: 0.1746 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:29:37] fvcore.common.checkpoint INFO: Saving checkpoint to 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loss_rpn_cls: 0.001283 loss_rpn_loc: 0.01841 time: 0.1745 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:37:50 d2.utils.events]:  eta: 0:35:12 iter: 77819 total_loss: 0.4043 loss_cls: 0.06959 loss_box_reg: 0.1801 loss_mask: 0.1263 loss_rpn_cls: 0.003323 5:05 iter: 77859 total_loss: 0.4317 loss_cls: 0.05509 loss_box_reg: 0.1964 loss_mask: 0.1376 loss_rpn_cls: 0.004151 loss_rpn_loc: 0.01753 time: 0.1745 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:38:01] d2.utils.events INFO: eta: 0:35:03 iter: 77879 total_loss: 0.4389 loss_cls: 0.065 loss_box_reg: 0.1878 loss_mask: 0.1344 loss_rpn_cls: 0.002026 loss_rpn_loc: 0.02169 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:38:04] d2.utils.events INFO: eta: 0:34:59 iter: 77899 total_loss: 0.4476 loss_cls: 0.05605 loss_box_reg: 0.2034 loss_mask: 0.1328 loss_rpn_cls: 0.002328 loss_rpn_loc: 0.02381 time: 0.1745 data_time: 0.0080 lr: 0.00025 max_mem: 2343M [03/13 16:38:08] d2.utils.events INFO: eta: 0:34:57 iter: 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d2.utils.events]:  eta: 0:33:16 iter: 78499 total_loss: 0.4312 loss_cls: 0.06791 loss_box_reg: 0.1741 loss_mask: 0.1245 loss_rpn_cls: 0.002576 loss_rpn_loc: 0.01445 time: 0.1745 data_time: 0.0086 lr: 0.00025 max_mem: 2343M [03/13 16:39:53 d2.utils.events]:  eta: 0:33:12 iter: 78519 total_loss: 0.4895 loss_cls: 0.06677 loss_box_reg: 0.2167 loss_mask: 0.1778 loss_rpn_cls: 0.002219 loss_rpn_loc: 0.01949 time: 0.1745 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 16:39:56 d2.utils.events]:  eta: 0:33:10 iter: 78539 total_loss: 0.4351 loss_cls: 0.05895 loss_box_reg: 0.1974 loss_mask: 0.131 loss_rpn_cls: 0.004311 loss_rpn_loc: 0.01996 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:40:00 d2.utils.events]:  eta: 0:33:05 iter: 78559 total_loss: 0.4252 loss_cls: 0.06813 loss_box_reg: 0.1875 loss_mask: 0.1518 loss_rpn_cls: 0.002321 loss_rpn_loc: 0.01378 time: 0.1745 data_time: 0.0083 lr: 0.00025 max_mem: 2343M [03/13 16:40:03 d2.utils.events]:  eta: 0:33:01 iter: 78579 total_loss: 0.4841 loss_cls: 0.06706 loss_box_reg: 0.224 loss_mask: 0.1602 loss_rpn_cls: 0.002995 loss_rpn_loc: 0.03087 time: 0.1745 data_time: 0.0098 lr: 0.00025 max_mem: 2343M [03/13 16:40:07 d2.utils.events]:  eta: 0:32:59 iter: 78599 total_loss: 0.5785 loss_cls: 0.09483 loss_box_reg: 0.2246 loss_mask: 0.1747 loss_rpn_cls: 0.002038 loss_rpn_loc: 0.0199 time: 0.1745 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:40:10 d2.utils.events]:  eta: 0:32:56 iter: 78619 total_loss: 0.4569 loss_cls: 0.06136 loss_box_reg: 0.204 loss_mask: 0.1521 loss_rpn_cls: 0.00238 loss_rpn_loc: 0.02155 time: 0.1745 data_time: 0.0079 lr: 0.00025 max_mem: 2343M [03/13 16:40:14 d2.utils.events]:  eta: 0:32:52 iter: 78639 total_loss: 0.4498 loss_cls: 0.04162 loss_box_reg: 0.2136 loss_mask: 0.1577 loss_rpn_cls: 0.003871 loss_rpn_loc: 0.01937 time: 0.1745 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:40:17 d2.utils.events]:  eta: 0:32:47 iter: 78659 total_loss: 0.3887 loss_cls: 0.05228 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0:31:51 iter: 78999 total_loss: 0.4353 loss_cls: 0.04633 loss_box_reg: 0.1966 loss_mask: 0.1502 loss_rpn_cls: 0.002281 loss_rpn_loc: 0.01572 time: 0.1745 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:41:20] d2.utils.events INFO: eta: 0:31:48 iter: 79019 total_loss: 0.491 loss_cls: 0.06944 loss_box_reg: 0.2108 loss_mask: 0.1563 loss_rpn_cls: 0.002253 loss_rpn_loc: 0.02142 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:41:23] d2.utils.events INFO: eta: 0:31:44 iter: 79039 total_loss: 0.3961 loss_cls: 0.05099 loss_box_reg: 0.178 loss_mask: 0.1417 loss_rpn_cls: 0.001724 loss_rpn_loc: 0.01843 time: 0.1745 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:41:27] d2.utils.events INFO: eta: 0:31:41 iter: 79059 total_loss: 0.4159 loss_cls: 0.06521 loss_box_reg: 0.1828 loss_mask: 0.1375 loss_rpn_cls: 0.002612 loss_rpn_loc: 0.02011 time: 0.1745 data_time: 0.0086 lr: 0.00025 max_mem: 2343M [03/13 16:41:30] d2.utils.events INFO: eta: 0:31:37 iter: 79079 total_loss: 0.3804 loss_cls: 0.05824 loss_box_reg: 0.1579 loss_mask: 0.1322 loss_rpn_cls: 0.003842 loss_rpn_loc: 0.0169 time: 0.1745 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 16:41:34] d2.utils.events INFO: eta: 0:31:34 iter: 79099 total_loss: 0.4609 loss_cls: 0.05369 loss_box_reg: 0.2017 loss_mils.events]:  eta: 0:31:34 iter: 79099 total_loss: 0.4609 loss_cls: 0.05369 loss_box_reg: 0.2017 loss_mask: 0.1561 loss_rpn_cls: 0.001991 loss_rpn_loc: 0.01901 time: 0.1745 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:41:38 d2.utils.events]:  eta: 0:31:31 iter: 79119 total_loss: 0.4272 loss_cls: 0.06364 loss_box_reg: 0.1891 loss_mask: 0.1535 loss_rpn_cls: 0.002643 loss_rpn_loc: 0.02063 time: 0.1745 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:41:41 d2.utils.events]:  eta: 0:31:29 iter: 79139 total_loss: 0.4837 loss_cls: 0.09009 loss_box_reg: 0.1938 loss_mask: 0.1436 loss_rpn_cls: 0.004195 loss_rpn_loc: 0.02251 time: 0.1745 data_time: 0.0101 lr: 0.00025 max_mem: 2343M [03/13 16:41:45 d2.utils.events]:  eta: 0:31:28 iter: 79159 total_loss: 0.3958 loss_cls: 0.05892 loss_box_reg: 0.1844 loss_mask: 0.1242 loss_rpn_cls: 0.003518 loss_rpn_loc: 0.02112 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:41:48 d2.utils.events]:  eta: 0:31:25 iter: 79179 total_loss: 0.3949 loss_cls: 0.06778 loss_box_reg: 0.1748 loss_mask: 0.1241 loss_rpn_cls: 0.001124 loss_rpn_loc: 0.0169 time: 0.1745 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:41:52 d2.utils.events]:  eta: 0:31:22 iter: 79199 total_loss: 0.4098 loss_cls: 0.07906 loss_box_reg: 0.1748 loss_mask: 0.1441 loss_rpn_cls: 0.003502 loss_rpn_loc: 0.01661 time: 0.1745 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:41:55 d2.utils.events]:  eta: 0:31:17 iter: 79219 total_loss: 0.4184 loss_cls: 0.05331 loss_box_reg: 0.1937 loss_mask: 0.1382 loss_rpn_cls: 0.002109 loss_rpn_loc: 0.01683 time: 0.1745 data_time: 0.0075 lr: 0.00025 max_mem: 2343M [03/13 16:41:59 d2.utils.events]:  eta: 0:31:13 iter: 79239 total_loss: 0.3989 loss_cls: 0.05215 loss_box_reg: 0.1754 loss_mask: 0.145 loss_rpn_cls: 0.001386 loss_rpn_loc: 0.0221 time: 0.1745 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:42:02 d2.utils.events]:  eta: 0:31:10 iter: 79259 total_loss: 0.3847 loss_cls: 0.07013 loss_box_reg: 0.1747 loss_mask: 0.1519 loss_rpn_cls: 0.00282 loss_rpn_loc: 0.01579 time: 0.1745 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:42:06 d2.utils.events]:  eta: 0:31:05 iter: 79279 total_loss: 0.437 loss_cls: 0.07061 loss_box_reg: 0.197 loss_mask: 0.1333 loss_rpn_cls: 0.002011 loss_rpn_loc: 0.0166 time: 0.1745 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:42:09 d2.utils.events]:  eta: 0:31:02 iter: 79299 total_loss: 0.4606 loss_cls: 0.06998 loss_box_reg: 0.1701 loss_mask: 0.1453 loss_rpn_cls: 0.001812 loss_rpn_loc: 0.01889 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:42:13 d2.utils.events]:  eta: 0:30:59 iter: 79319 total_loss: 0.4768 loss_cls: 0.07599 loss_box_reg: 0.1895 loss_mask: 0.1586 loss_rpn_cls: 0.002388 loss_rpn_loc: 0.02217 time: 0.1745 data_time: 0.0092 lr: 0.00025 max_mem: 2343M [03/13 16:42:16 d2.utils.events]:  eta: 0:30:56 iter: 79339 total_loss: 0.4487 loss_cls: 0.06211 loss_box_reg: 0.2031 loss_mask: 0.1464 loss_rpn_cls: 0.003467 loss_rpn_loc: 0.02108 time: 0.1745 data_time: 0.0085 lr: 0.00025 max_mem: 2343M [03/13 16:42:20 d2.utils.events]:  eta: 0:30:53 iter: 79359 total_loss: 0.5213 loss_cls: 0.0968 loss_box_reg: 0.2273 loss_mask: 0.1528 loss_rpn_cls: 0.003141 loss_rpn_loc: 0.02774 time: 0.1745 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:42:23 d2.utils.events]:  eta: 0:30:51 iter: 79379 total_loss: 0.4461 loss_cls: 0.07781 loss_box_reg: 0.1969 loss_mask: 0.129 loss_rpn_cls: 0.003201 loss_rpn_loc: 0.01994 time: 0.1745 data_time: 0.0087 lr: 0.00025 max_mem: 2343M [03/13 16:42:27 d2.utils.events]:  eta: 0:30:51 iter: 79399 total_loss: 0.416 loss_cls: 0.06985 loss_box_reg: 0.1725 loss_mask: 0.1489 loss_rpn_cls: 0.002966 loss_rpn_loc: 0.02592 time: 0.1745 data_time: 0.0090 lr: 0.00025 max 0.004721 loss_rpn_loc: 0.01907 time: 0.1745 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:42:34] d2.utils.events INFO: eta: 0:30:40 iter: 79439 total_loss: 0.4776 loss_cls: 0.08792 loss_box_reg: 0.1915 loss_mask: 0.1576 loss_rpn_cls: 0.002798 loss_rpn_loc: 0.0281 time: 0.1745 data_time: 0.0095 lr: 0.00025 max_mem: 2343M [03/13 16:42:37] d2.utils.events INFO: eta: 0:30:37 iter: 79459 total_loss: 0.3797 loss_cls: 0.04194 loss_box_reg: 0.1885 loss_mask: 0.1468 loss_rpn_cls: 0.003064 loss_rpn_loc: 0.01859 time: 0.1745 data_time: 0.0081 lr: 0.00025 max_mem: 2343M [03/13 16:42:41] d2.utils.events INFO: eta: 0:30:31 iter: 79479 total_loss: 0.4665 loss_cls: 0.08801 loss_box_reg: 0.2061 loss_mask: 0.1516 loss_rpn_cls: 0.002958 loss_rpn_loc: 0.02224 time: 0.1745 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 16:42:44] d2.utils.events INFO: eta: 0:30:27 iter: 79499 total_loss: 0.4329 loss_cls: 0.06853 loss_box_reg: 0.197 loss_mask: 0.1361 loss_rpn_cls: 0.004673 loss_rpn_loc: 0.02764 time: 0.1745 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:42:48] d2.utils.events INFO: eta: 0:30:26 iter: 79519 total_loss: 0.4428 loss_cls: 0.07156 loss_box_reg: 0.1862 loss_mask: 0.1587 loss_rpn_cls: 0.00173 loss_rpn_loc: 0.01979 time: 0.1745 data_time: 0.0096 lr: 0.00025 max_mem: 2343M [03/13 16:42:51] d2.utils.events INFO: eta: 0:30:23 iter: 79539 total_loss: 0.4429 loss_cls: 0.06579 loss_box_reg: 0.1787 loss_mask: 0.1343 loss_rpn_cls: 0.003311 loss_rpn_loc: 0.0156 time: 0.1745 data_time: 0.0085 lr: 0.00025 max_mem: 2343M [03/13 16:42:55] d2.utils.events INFO: eta: 0:30:19 iter: 79559 total_loss: 0.4579 loss_cls: 0.07463 loss_box_reg: 0.1955 loss_mask: 0.139 loss_rpn_cls: 0.002849 loss_rpn_loc: 0.02104 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:42:58] d2.utils.events INFO: eta: 0:30:16 iter: 79579 total_loss: 0.4205 loss_cls: 0.07117 loss_box_reg: 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loss_rpn_cls: 0.003138 loss_rpn_loc: 0.02139 time: 0.1745 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:43:16] d2.utils.events INFO: eta: 0:30:01 iter: 79679 total_loss: 0.5524 loss_cls: 0.1002 loss_box_reg: 0.2398 loss_mask: 0.1631 loss_rpn_cls: 0.003629 loss_rpn_loc: 0.02853 time: 0.1745 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:43:19] d2.utils.events INFO: eta: 0:29:58 iter: 79699 total_loss: 0.39 loss_cls: 0.0569 loss_box_reg: 0.1844 loss_mask: 0.1373 loss_rpn_cls: 0.001955 loss_rpn_loc: 0.01769 time: 0.1745 data_time: 0.0091 lr: 0.00025 max_mem: 2343M [03/13 16:43:23] d2.utils.events INFO: eta: 0:29:57 iter: 79719 total_loss: 0.4407 loss_cls: 0.06345 loss_box_reg: 0.1889 loss_mask: 0.152 loss_rpn_cls: 0.001279 loss_rpn_loc: 0.02124 time: 0.1745 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 16:43:27] d2.utils.events INFO: eta: 0:29:52 iter: 79739 total_loss: 0.4002 loss_cls: 0.0642 loss_box_reg: 0.1762 loss_mask: 0.1472 loss_rpn_cls: 0.002798 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0.1745 data_time: 0.0083 lr: 0.00025 max_mem: 2343M [03/13 16:43:44] d2.utils.events INFO: eta: 0:29:33 iter: 79839 total_loss: 0.4332 loss_cls: 0.06966 loss_box_reg: 0.1862 loss_mask: 0.1369 loss_rpn_cls: 0.001959 loss_rpn_loc: 0.01512 time: 0.1745 data_time: 0.0077 lr: 0.00025 max_mem: 2343M [03/13 16:43:48] d2.utils.events INFO: eta: 0:29:30 iter: 79859 total_loss: 0.3993 loss_cls: 0.04509 loss_box_reg: 0.1904 loss_mask: 0.1579 loss_rpn_cls: 0.002378 loss_rpn_loc: 0.01824 time: 0.1745 data_time: 0.0094 lr: 0.00025 max_mem: 2343M [03/13 16:43:51] d2.utils.events INFO: eta: 0:29:25 iter: 79879 total_loss: 0.4554 loss_cls: 0.06881 loss_box_reg: 0.1765 loss_mask: 0.1663 loss_rpn_cls: 0.003868 loss_rpn_loc: 0.01732 time: 0.1745 data_time: 0.0073 lr: 0.00025 max_mem: 2343M [03/13 16:43:55] d2.utils.events INFO: eta: 0:29:22 iter: 79899 total_loss: 0.4826 loss_cls: 0.07862 loss_box_reg: 0.2033 loss_mask: 0.1512 loss_rpn_cls: 0.001634 loss_rpn_loc: 0.02047 time: 0.1745 data_time: 0.0093 lr: 0.00025 max_mem: 2343M [03/13 16:43:58] d2.utils.events INFO: eta: 0:29:19 iter: 79919 total_loss: 0.4444 loss_cls: 0.06004 loss_box_reg: 0.1763 loss_mask: 0.1509 loss_rpn_cls: 0.004478 loss_rpn_loc: 0.02067 time: 0.1745 data_time: 0.0089 lr: 0.00025 max_mem: 2343M [03/13 16:44:02] d2.utils.events INFO: eta: 0:29:17 iter: 79939 total_loss: 0.4173 loss_cls: 0.04824 loss_box_reg: 0.1682 loss_mask: 0.1516 loss_rpn_cls: 0.003296 loss_rpn_loc: 0.0189 time: 0.1745 data_time: 0.0088 lr: 0.00025 max_mem: 2343M [03/13 16:44:05] d2.utils.events INFO: eta: 0:29:12 iter: 79959 total_loss: 0.4454 loss_cls: 0.08527 loss_box_reg: 0.1848 loss_mask: 0.1354 loss_rpn_cls: 0.001652 loss_rpn_loc: 0.01965 time: 0.1745 data_time: 0.0090 lr: 0.00025 max_mem: 2343M [03/13 16:44:09] d2.utils.events INFO: eta: 0:29:08 iter: 79979 total_loss: 0.448 loss_cls: 0.06619 loss_box_reg: 0.1837 loss_mask: 0.1636 loss_rpn_cls: 0.0023 loss_rpn_loc: 0.02011 time: 0.1745 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:44:12] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0079999.pth [03/13 16:44:15] d2.data.datasets.coco INFO: Loading dataset/nyu_val.coco.json takes 1.28 seconds. [03/13 16:44:15] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 16:44:15] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 16:44:15] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 16:44:15] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/13 16:44:15] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 16:44:16] d2.evaluation.evaluator INFO: Start inference on 645 images [03/13 16:44:23] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0431 s / img. ETA=0:00:31 [03/13 16:44:28] d2.evaluation.evaluator INFO: Inference done 116/645. 0.0422 s / img. ETA=0:00:25 [03/13 16:44:33] d2.evaluation.evaluator INFO: Inference done 219/645. 0.0425 s / img. ETA=0:00:20 [03/13 16:44:38] d2.evaluation.evaluator INFO: Inference done 325/645. 0.0424 s / img. ETA=0:00:15 [03/13 16:44:43] d2.evaluation.evaluator INFO: Inference done 429/645. 0.0425 s / img. ETA=0:00:10 [03/13 16:44:48] d2.evaluation.evaluator INFO: Inference done 533/645. 0.0424 s / img. ETA=0:00:05 [03/13 16:44:53] d2.evaluation.evaluator INFO: Inference done 637/645. 0.0424 s / img. ETA=0:00:00 [03/13 16:44:54] d2.evaluation.evaluator INFO: Total inference time: 0:00:30.962507 (0.048379 s / img per device, on 1 devices) [03/13 16:44:54] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.042412 s / img per device, on 1 devices) [03/13 16:44:54] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/13 16:44:54] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 16:44:54] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/13 16:44:54] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/13 16:44:55] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 0.57 seconds. [03/13 16:44:55] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 16:44:55] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.04 seconds. [03/13 16:44:55] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:------:|:------:| | 18.797 | 32.653 | 19.848 | 5.114 | 10.341 | 25.080 | [03/13 16:44:55] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 27.288 | books | 6.974 | chair | 21.418 | | furniture | 5.947 | painting | 39.223 | sofa | 20.866 | | table | 9.727 | tv | 16.433 | window | 21.295 | [03/13 16:44:55] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/13 16:44:56] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.05 seconds. [03/13 16:44:56] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 16:44:56] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.03 seconds. [03/13 16:44:56] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 15.936 | 28.900 | 15.168 | 2.334 | 7.663 | 22.604 | [03/13 16:44:56] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 21.976 | books | 6.292 | chair | 12.468 | | furniture | 4.615 | painting | 41.302 | sofa | 13.460 | | table | 4.949 | tv | 17.329 | window | 21.031 | [03/13 16:44:56] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 16:44:56] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 16:44:56] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:44:56] d2.evaluation.testing INFO: copypaste: 18.7968,32.6527,19.8477,5.1139,10.3409,25.0797 [03/13 16:44:56] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 16:44:56] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13pi]: Accumulating evaluation results... [03/13 16:44:56 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 ] = 0.159 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.289 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.152 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.023 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.077 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.226 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.243 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 ] = 0.056 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 ] = 0.310 [03/13 16:44:56 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 15.936 | 28.900 | 15.168 | 2.334 | 7.663 | 22.604 | [03/13 16:44:56 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 21.976 | books | 6.292 | chair | 12.468 | | furniture | 4.615 | painting | 41.302 | sofa | 13.460 | | table | 4.949 | tv | 17.329 | window | 21.031 | [03/13 16:44:56 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 16:44:56 d2.evaluation.testing]: copypaste: Task: bbox [03/13 16:44:56 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:44:56 d2.evaluation.testing]: copypaste: 18.7968,32.6527,19.8477,5.1139,10.3409,25.0797 [03/13 16:44:56 d2.evaluation.testing]: copypaste: Task: segm [03/13 16:44:56 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 16:44:56 d2.evaluation.testing]: copypaste: 15.9358,28.8998,15.1678,2.3343,7.6634,22.6038 [03/13 16:44:56 d2.utils.events]:  eta: 0:29:06 iter: 79999 total_loss: 0.4013 loss_cls: 0.06219 loss_box_reg: 0.1872 loss_mask: 0.1399 loss_rpn_cls: 0.002655 loss_rpn_loc: 0.01883 time: 0.1745 data_time: 0.0097 lr: 0.00025 max_mem: 2343M [03/13 16:45:00 d2.utils.events]:  eta: 0:29:05 iter: 80019 total_loss: 0.4238 loss_cls: 0.06412 loss_box_reg: 0.1903 loss_mask: 0.1459 loss_rpn_cls: 0.002454 loss_rpn_loc: 0.01713 time: 0.1745 data_time: 0.0095 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:03 d2.utils.events]:  eta: 0:29:00 iter: 80039 total_loss: 0.4309 loss_cls: 0.06736 loss_box_reg: 0.1869 loss_mask: 0.1578 loss_rpn_cls: 0.001991 loss_rpn_loc: 0.02014 time: 0.1745 data_time: 0.0088 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:07 d2.utils.events]:  eta: 0:29:02 iter: 80059 total_loss: 0.4604 loss_cls: 0.07757 loss_box_reg: 0.1948 loss_mask: 0.1471 loss_rpn_cls: 0.002115 loss_rpn_loc: 0.02119 time: 0.1745 data_time: 0.0098 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:10 d2.utils.events]:  eta: 0:28:59 iter: 80079 total_loss: 0.4378 loss_cls: 0.06532 loss_box_reg: 0.1926 loss_mask: 0.1465 loss_rpn_cls: 0.002596 loss_rpn_loc: 0.01802 time: 0.1745 data_time: 0.0098 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:14 d2.utils.events]:  eta: 0:28:55 iter: 80099 total_loss: 0.5158 loss_cls: 0.07306 loss_box_reg: 0.2077 loss_mask: 0.1739 loss_rpn_cls: 0.004557 loss_rpn_loc: 0.0249 time: 0.1745 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:17 d2.utils.events]:  eta: 0:28:53 iter: 80119 total_loss: 0.4232 loss_cls: 0.06095 loss_box_reg: 0.1758 loss_mask: 0.1489 loss_rpn_cls: 0.003474 loss_rpn_loc: 0.01987 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:21 d2.utils.events]:  eta: 0:28:49 iter: 80139 total_loss: 0.4628 loss_cls: 0.07113 loss_box_reg: 0.1936 loss_mask: 0.1461 loss_rpn_cls: 0.002646 loss_rpn_loc: 0.02007 time: 0.1745 data_time: 0.0086 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:24 d2.utils.events]:  eta: 0:28:42 iter: 80159 total_loss: 0.3942 loss_cls: 0.06619 loss_box_reg: 0.1855 loss_mask: 0.1413 loss_rpn_cls: 0.003505 loss_rpn_loc: 0.02281 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:28 d2.utils.events]:  eta: 0:28:38 iter: 80179 total_loss: 0.4119 loss_cls: 0.06913 loss_box_reg: 0.1792 loss_mask: 0.1308 loss_rpn_cls: 0.002598 loss_rpn_loc: 0.01687 time: 0.1745 data_time: 0.0088 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:31 d2.utils.events]:  eta: 0:28:36 iter: 80199 total_loss: 0.4327 loss_cls: 0.06018 loss_box_reg: 0.1851 loss_mask: 0.1408 loss_rpn_cls: 0.00456 loss_rpn_loc: 0.01763 time: 0.1745 data_time: 0.0090 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:35 d2.utils.events]:  eta: 0:28:32 iter: 80219 total_loss: 0.4518 loss_cls: 0.07419 loss_box_reg: 0.2006 loss_mask: 0.1202 loss_rpn_cls: 0.004008 loss_rpn_loc: 0.0184 time: 0.1745 data_time: 0.0092 lr: 2.5e-05 max_mem: 2343M [03/13 16:45:38 d2.utils.events]:  eta: 0:28:29 iter: 80239 total_loss: 0.4641 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loss_rpn_loc: 0.01935 time: 0.1745 data_time: 0.0089 lr: 2.5e-05 max_mem: 2343M [03/13 16:46:10 d2.utils.events]:  eta: 0:27:55 iter: 80419 total_loss: 0.4388 loss_cls: 0.07076 loss_box_reg: 0.1934 loss_mask: 0.1416 loss_rpn_cls: 0.001927 loss_rpn_loc: 0.01908 time: 0.1745 data_time: 0.0093 lr: 2.5e-05 max_mem: 2343M [03/13 16:46:13 d2.utils.events]:  eta: 0:27:51 iter: 80439 total_loss: 0.4377 loss_cls: 0.07239 loss_box_reg: 0.1768 loss_mask: 0.1399 loss_rpn_cls: 0.002498 loss_rpn_loc: 0.01858 time: 0.1745 data_time: 0.0096 lr: 2.5e-05 max_mem: 2343M [03/13 16:46:17 d2.utils.events]:  eta: 0:27:47 iter: 80459 total_loss: 0.4176 loss_cls: 0.05833 loss_box_reg: 0.1882 loss_mask: 0.1364 loss_rpn_cls: 0.00299 loss_rpn_loc: 0.01918 time: 0.1745 data_time: 0.0085 lr: 2.5e-05 max_mem: 2343M [03/13 16:46:20 d2.utils.events]:  eta: 0:27:45 iter: 80479 total_loss: 0.4203 loss_cls: 0.05921 loss_box_reg: 0.1705 loss_mask: 0.1495 loss_rpn_cls: 0.002337 loss_rpn_loc: 0.0235 time: 0.1745 data_time: 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loss_box_reg: 0.1742 loss_mask: 0.1241 loss_rpn_cls: 0.002578 loss_rpn_loc: 0.0157 time: 0.1745 data_time: 0.0086 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:10 d2.utils.events]:  eta: 0:26:56 iter: 80759 total_loss: 0.3604 loss_cls: 0.05515 loss_box_reg: 0.1548 loss_mask: 0.1314 loss_rpn_cls: 0.004219 loss_rpn_loc: 0.01422 time: 0.1745 data_time: 0.0089 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:13 d2.utils.events]:  eta: 0:26:53 iter: 80779 total_loss: 0.483 loss_cls: 0.07087 loss_box_reg: 0.2132 loss_mask: 0.1676 loss_rpn_cls: 0.003052 loss_rpn_loc: 0.02335 time: 0.1745 data_time: 0.0096 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:17 d2.utils.events]:  eta: 0:26:49 iter: 80799 total_loss: 0.3722 loss_cls: 0.06152 loss_box_reg: 0.1805 loss_mask: 0.137 loss_rpn_cls: 0.00195 loss_rpn_loc: 0.01561 time: 0.1745 data_time: 0.0078 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:20 d2.utils.events]:  eta: 0:26:45 iter: 80819 total_loss: 0.3816 loss_cls: 0.06176 loss_box_reg: 0.1878 loss_mask: 0.1375 loss_rpn_cls: 0.002009 loss_rpn_loc: 0.01937 time: 0.1745 data_time: 0.0090 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:24 d2.utils.events]:  eta: 0:26:42 iter: 80839 total_loss: 0.4748 loss_cls: 0.06241 loss_box_reg: 0.2084 loss_mask: 0.1555 loss_rpn_cls: 0.001388 loss_rpn_loc: 0.02273 time: 0.1745 data_time: 0.0085 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:27 d2.utils.events]:  eta: 0:26:39 iter: 80859 total_loss: 0.4485 loss_cls: 0.06409 loss_box_reg: 0.2012 loss_mask: 0.1676 loss_rpn_cls: 0.002566 loss_rpn_loc: 0.02366 time: 0.1745 data_time: 0.0091 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:31 d2.utils.events]:  eta: 0:26:35 iter: 80879 total_loss: 0.4536 loss_cls: 0.08974 loss_box_reg: 0.1973 loss_mask: 0.142 loss_rpn_cls: 0.002709 loss_rpn_loc: 0.0246 time: 0.1745 data_time: 0.0089 lr: 2.5e-05 max_mem: 2343M [03/13 16:47:34 d2.utils.events]:  eta: 0:26:32 iter: 80899 total_loss: 0.5046 loss_cls: 0.07502 loss_box_reg: 0.2148 loss_mask: 0.159 loss_rpn_cls: 0.002204 loss_rpn_loc: 0.02378 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d2.utils.events:59 iter: 81099 total_loss: 0.3832 loss_cls: 0.05328 loss_box_reg: 0.1787 loss_mask: 0.1278 loss_rpn_cls: 0.003442 loss_rpn_loc: 0.01628 time: 0.1745 data_time: 0.0086 lr: 2.5e-05 max_mem: 2343M [03/13 16:48:13] d2.utils.events INFO: eta: 0:25:54 iter: 81119 total_loss: 0.4113 loss_cls: 0.05443 loss_box_reg: 0.1719 loss_mask: 0.1459 loss_rpn_cls: 0.002425 loss_rpn_loc: 0.01769 time: 0.1745 data_time: 0.0081 lr: 2.5e-05 max_mem: 2343M [03/13 16:48:17] d2.utils.events INFO: eta: 0:25:49 iter: 81139 total_loss: 0.3714 loss_cls: 0.05996 loss_box_reg: 0.1715 loss_mask: 0.1252 loss_rpn_cls: 0.002416 loss_rpn_loc: 0.01643 time: 0.1745 data_time: 0.0089 lr: 2.5e-05 max_mem: 2343M [03/13 16:48:20] d2.utils.events INFO: eta: 0:25:46 iter: 81159 total_loss: 0.4565 loss_cls: 0.05853 loss_box_reg: 0.1904 loss_mask: 0.1506 loss_rpn_cls: 0.003027 loss_rpn_loc: 0.0218 time: 0.1745 data_time: 0.0087 lr: 2.5e-05 max_mem: 2343M [03/13 16:48:23] d2.utils.events INFO: eta: 0:25:41 iter: 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total_loss: 0.3886 loss_cls: 0.06144 loss_box_reg: 0.1794 loss_mask: 0.1396 loss_rpn_cls: 0.004854 lo2.utils.events INFO: eta: 0:16:24 iter: 84259 total_loss: 0.434 loss_cls: 0.06184 loss_box_reg: 0.1781 loss_mask: 0.1536 loss_rpn_cls: 0.002284 loss_rpn_loc: 0.01952 time: 0.1744 data_time: 0.0095 lr: 2.5e-05 max_mem: 2343M [03/13 16:57:23] d2.utils.events INFO: eta: 0:16:20 iter: 84279 total_loss: 0.3871 loss_cls: 0.05573 loss_box_reg: 0.1803 loss_mask: 0.1311 loss_rpn_cls: 0.002175 loss_rpn_loc: 0.01647 time: 0.1744 data_time: 0.0093 lr: 2.5e-05 max_mem: 2343M [03/13 16:57:27] d2.utils.events INFO: eta: 0:16:15 iter: 84299 total_loss: 0.3964 loss_cls: 0.07098 loss_box_reg: 0.1704 loss_mask: 0.1294 loss_rpn_cls: 0.00156 loss_rpn_loc: 0.01966 time: 0.1744 data_time: 0.0085 lr: 2.5e-05 max_mem: 2343M [03/13 16:57:30] d2.utils.events INFO: eta: 0:16:12 iter: 84319 total_loss: 0.4457 loss_cls: 0.06045 loss_box_reg: 0.1955 loss_mask: 0.1521 loss_rpn_cls: 0.002123 loss_rpn_loc: 0.02213 time: 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16:58:58 d2.utils.events]:  eta: 0:14:51 iter: 84819 total_loss: 0.4821 loss_cls: 0.08289 loss_box_reg: 0.1893 loss_mask: 0.1577 loss_rpn_cls: 0.003439 loss_rpn_loc: 0.02352 time: 0.1744 data_time: 0.0093 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:02 d2.utils.events]:  eta: 0:14:50 iter: 84839 total_loss: 0.4006 loss_cls: 0.03845 loss_box_reg: 0.1787 loss_mask: 0.1333 loss_rpn_cls: 0.002807 loss_rpn_loc: 0.01484 time: 0.1744 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:05 d2.utils.events]:  eta: 0:14:47 iter: 84859 total_loss: 0.4888 loss_cls: 0.09051 loss_box_reg: 0.2213 loss_mask: 0.1624 loss_rpn_cls: 0.00244 loss_rpn_loc: 0.02311 time: 0.1744 data_time: 0.0093 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:09 d2.utils.events]:  eta: 0:14:44 iter: 84879 total_loss: 0.4281 loss_cls: 0.05961 loss_box_reg: 0.1842 loss_mask: 0.1482 loss_rpn_cls: 0.001457 loss_rpn_loc: 0.01556 time: 0.1744 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:12 d2.utils.events]:  eta: 0:14:42 iter: 84899 total_loss: 0.4381 loss_cls: 0.06273 loss_box_reg: 0.172 loss_mask: 0.1571 loss_rpn_cls: 0.003833 loss_rpn_loc: 0.02534 time: 0.1745 data_time: 0.0091 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:16 d2.utils.events]:  eta: 0:14:39 iter: 84919 total_loss: 0.3815 loss_cls: 0.03919 loss_box_reg: 0.1733 loss_mask: 0.1491 loss_rpn_cls: 0.002763 loss_rpn_loc: 0.02111 time: 0.1745 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:19 d2.utils.events]:  eta: 0:14:37 iter: 84939 total_loss: 0.4695 loss_cls: 0.07556 loss_box_reg: 0.1968 loss_mask: 0.1581 loss_rpn_cls: 0.004209 loss_rpn_loc: 0.02133 time: 0.1745 data_time: 0.0103 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:23 d2.utils.events]:  eta: 0:14:34 iter: 84959 total_loss: 0.4102 loss_cls: 0.0536 loss_box_reg: 0.1815 loss_mask: 0.138 loss_rpn_cls: 0.003044 loss_rpn_loc: 0.02026 time: 0.1745 data_time: 0.0098 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:26 d2.utils.events]:  eta: 0:14:31 iter: 84979 total_loss: 0.3908 loss_cls: 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[03/13 16:59:42 d2.utils.events]:  eta: 0:14:19 iter: 85059 total_loss: 0.4339 loss_cls: 0.06687 loss_box_reg: 0.2035 loss_mask: 0.1544 loss_rpn_cls: 0.002136 loss_rpn_loc: 0.01841 time: 0.1745 data_time: 0.0095 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:45 d2.utils.events]:  eta: 0:14:17 iter: 85079 total_loss: 0.46 loss_cls: 0.06746 loss_box_reg: 0.1951 loss_mask: 0.1456 loss_rpn_cls: 0.002814 loss_rpn_loc: 0.02483 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:49 d2.utils.events]:  eta: 0:14:14 iter: 85099 total_loss: 0.4557 loss_cls: 0.07363 loss_box_reg: 0.1891 loss_mask: 0.1585 loss_rpn_cls: 0.002805 loss_rpn_loc: 0.02619 time: 0.1745 data_time: 0.0091 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:52 d2.utils.events]:  eta: 0:14:10 iter: 85119 total_loss: 0.3765 loss_cls: 0.06411 loss_box_reg: 0.1694 loss_mask: 0.1381 loss_rpn_cls: 0.00314 loss_rpn_loc: 0.01943 time: 0.1745 data_time: 0.0088 lr: 2.5e-05 max_mem: 2343M [03/13 16:59:56 d2.utils.events]:  eta: 0:14:08 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d2.utils.events]:  eta: 0:13:03 iter: 85559 total_loss: 0.4502 loss_cls: 0.08171 loss_box_reg: 0.1902 loss_mask: 0.1634 loss_rpn_cls: 0.002138 loss_rpn_loc: 0.02341 time: 0.1745 data_time: 0.0099 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:14 d2.utils.events]:  eta: 0:13:00 iter: 85579 total_loss: 0.4046 loss_cls: 0.0808 loss_box_reg: 0.1717 loss_mask: 0.1449 loss_rpn_cls: 0.003336 loss_rpn_loc: 0.01963 time: 0.1745 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:18 d2.utils.events]:  eta: 0:12:58 iter: 85599 total_loss: 0.4929 loss_cls: 0.07559 loss_box_reg: 0.2022 loss_mask: 0.1526 loss_rpn_cls: 0.001857 loss_rpn_loc: 0.02323 time: 0.1745 data_time: 0.0101 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:21 d2.utils.events]:  eta: 0:12:55 iter: 85619 total_loss: 0.4188 loss_cls: 0.06522 loss_box_reg: 0.1798 loss_mask: 0.1396 loss_rpn_cls: 0.002212 loss_rpn_loc: 0.02068 time: 0.1745 data_time: 0.0099 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:25 d2.utils.events]:  eta: 0:12:50 iter: 85639 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loss_box_reg: 0.1827 loss_mask: 0.1548 loss_rpn_cls: 0.003112 loss_rpn_loc: 0.02624 time: 0.1745 data_time: 0.0090 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:43 d2.utils.events]:  eta: 0:12:33 iter: 85739 total_loss: 0.4151 loss_cls: 0.07023 loss_box_reg: 0.1801 loss_mask: 0.1401 loss_rpn_cls: 0.002393 loss_rpn_loc: 0.01847 time: 0.1745 data_time: 0.0098 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:46 d2.utils.events]:  eta: 0:12:31 iter: 85759 total_loss: 0.3981 loss_cls: 0.06422 loss_box_reg: 0.178 loss_mask: 0.1467 loss_rpn_cls: 0.002903 loss_rpn_loc: 0.02291 time: 0.1745 data_time: 0.0098 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:50 d2.utils.events]:  eta: 0:12:27 iter: 85779 total_loss: 0.4826 loss_cls: 0.09275 loss_box_reg: 0.2008 loss_mask: 0.1571 loss_rpn_cls: 0.003271 loss_rpn_loc: 0.02041 time: 0.1745 data_time: 0.0091 lr: 2.5e-05 max_mem: 2343M [03/13 17:01:53 d2.utils.events]:  eta: 0:12:24 iter: 85799 total_loss: 0.412 loss_cls: 0.0473 loss_box_reg: 0.1812 loss_mask: 0.1406 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d2.utils.events INFO: eta: 0:08:38 iter: 87079 total_loss: 0.4224 loss_cls: 0.0654 loss_box_reg: 0.1948 loss_mask: 0.1154 loss_rpn_cls: 0.001305 loss_rpn_loc: 0.02027 time: 0.1745 data_time: 0.0103 lr: 2.5e-05 max_mem: 2343M [03/13 17:05:43] d2.utils.events INFO: eta: 0:08:34 iter: 87099 total_loss: 0.3725 loss_cls: 0.04301 loss_box_reg: 0.1659 loss_mask: 0.1517 loss_rpn_cls: 0.002947 loss_rpn_loc: 0.0157 time: 0.1745 data_time: 0.0095 lr: 2me: 0.1745 data_time: 0.0103 lr: 2.5e-05 max_mem: 2343M [03/13 17:05:43 d2.utils.events]:  eta: 0:08:34 iter: 87099 total_loss: 0.3725 loss_cls: 0.04301 loss_box_reg: 0.1659 loss_mask: 0.1517 loss_rpn_cls: 0.002947 loss_rpn_loc: 0.0157 time: 0.1745 data_time: 0.0095 lr: 2.5e-05 max_mem: 2343M [03/13 17:05:47 d2.utils.events]:  eta: 0:08:31 iter: 87119 total_loss: 0.3792 loss_cls: 0.04855 loss_box_reg: 0.175 loss_mask: 0.1277 loss_rpn_cls: 0.002342 loss_rpn_loc: 0.02072 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 17:05:50 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eta: 0:06:59 iter: 87639 total_loss: 0.4237 loss_cls: 0.0603 loss_box_reg: 0.1973 loss_mask: 0.1633 loss_rpn_cls: 0.002436 loss_rpn_loc: 0.02263 time: 0.1745 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:22 d2.utils.events]:  eta: 0:06:55 iter: 87659 total_loss: 0.4138 loss_cls: 0.06156 loss_box_reg: 0.1965 loss_mask: 0.1503 loss_rpn_cls: 0.002189 loss_rpn_loc: 0.02298 time: 0.1745 data_time: 0.0096 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:26 d2.utils.events]:  eta: 0:06:52 iter: 87679 total_loss: 0.41 loss_cls: 0.05993 loss_box_reg: 0.1783 loss_mask: 0.1445 loss_rpn_cls: 0.003895 loss_rpn_loc: 0.02379 time: 0.1745 data_time: 0.0099 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:30 d2.utils.events]:  eta: 0:06:48 iter: 87699 total_loss: 0.405 loss_cls: 0.05002 loss_box_reg: 0.17 loss_mask: 0.1354 loss_rpn_cls: 0.002891 loss_rpn_loc: 0.01908 time: 0.1745 data_time: 0.0091 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:33 d2.utils.events]:  eta: 0:06:45 iter: 87719 total_loss: 0.4114 loss_cls: 0.06737 loss_box_reg: 0.183s_mask: 0.1623 loss_rpn_cls: 0.002332 loss_rpn_loc: 0.01893 time: 0.1745 data_time: 0.0086 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:40] d2.utils.events INFO: eta: 0:06:37 iter: 87759 total_loss: 0.4546 loss_cls: 0.05949 loss_box_reg: 0.1734 loss_mask: 0.1567 loss_rpn_cls: 0.001961 loss_rpn_loc: 0.02498 time: 0.1745 data_time: 0.0095 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:44] d2.utils.events INFO: eta: 0:06:34 iter: 87779 total_loss: 0.4061 loss_cls: 0.05687 loss_box_reg: 0.166 loss_mask: 0.1323 loss_rpn_cls: 0.002663 loss_rpn_loc: 0.01666 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:47] d2.utils.events INFO: eta: 0:06:30 iter: 87799 total_loss: 0.4876 loss_cls: 0.1093 loss_box_reg: 0.1993 loss_mask: 0.1455 loss_rpn_cls: 0.003132 loss_rpn_loc: 0.02392 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 17:07:51] d2.utils.events INFO: eta: 0:06:27 iter: 87819 total_loss: 0.4238 loss_cls: 0.05825 loss_box_reg: 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[03/13 17:13:23 d2.utils.events]:  eta: 0:00:52 iter: 89699 total_loss: 0.3738 loss_cls: 0.04951 loss_box_reg: 0.1683 loss_mask: 0.1398 loss_rpn_cls: 0.0035 loss_rpn_loc: 0.0162 time: 0.1745 data_time: 0.0093 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:26 d2.utils.events]:  eta: 0:00:49 iter: 89719 total_loss: 0.468 loss_cls: 0.06608 loss_box_reg: 0.1857 loss_mask: 0.1628 loss_rpn_cls: 0.002365 loss_rpn_loc: 0.01958 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:30 d2.utils.events]:  eta: 0:00:45 iter: 89739 total_loss: 0.4267 loss_cls: 0.07612 loss_box_reg: 0.1875 loss_mask: 0.1286 loss_rpn_cls: 0.003134 loss_rpn_loc: 0.02616 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:33 d2.utils.events]:  eta: 0:00:42 iter: 89759 total_loss: 0.4226 loss_cls: 0.06397 loss_box_reg: 0.1943 loss_mask: 0.118 loss_rpn_cls: 0.002648 loss_rpn_loc: 0.01659 time: 0.1745 data_time: 0.0099 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:37 d2.utils.events]:  eta: 0:00:38 iter: 89779 total_loss: 0.4738 loss_cls: 0.07287 loss_box_reg: 0.1952 loss_mask: 0.153 loss_rpn_cls: 0.00186 loss_rpn_loc: 0.019 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:40 d2.utils.events]:  eta: 0:00:35 iter: 89799 total_loss: 0.4373 loss_cls: 0.08029 loss_box_reg: 0.1978 loss_mask: 0.1563 loss_rpn_cls: 0.002269 loss_rpn_loc: 0.01783 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:44 d2.utils.events]:  eta: 0:00:31 iter: 89819 total_loss: 0.4102 loss_cls: 0.04548 loss_box_reg: 0.177 loss_mask: 0.1385 loss_rpn_cls: 0.003358 loss_rpn_loc: 0.02821 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:47 d2.utils.events]:  eta: 0:00:28 iter: 89839 total_loss: 0.4669 loss_cls: 0.06484 loss_box_reg: 0.2032 loss_mask: 0.141 loss_rpn_cls: 0.001869 loss_rpn_loc: 0.02344 time: 0.1745 data_time: 0.0101 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:51 d2.utils.events]:  eta: 0:00:24 iter: 89859 total_loss: 0.4468 loss_cls: 0.07346 loss_box_reg: 0.196 loss_mask: 0.1547 loss_rpn_cls: 0.002613 loss_rpn_loc: 0.02025 time: 0.1745 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:55 d2.utils.events]:  eta: 0:00:21 iter: 89879 total_loss: 0.4753 loss_cls: 0.0892 loss_box_reg: 0.2007 loss_mask: 0.1698 loss_rpn_cls: 0.002112 loss_rpn_loc: 0.01773 time: 0.1745 data_time: 0.0094 lr: 2.5e-05 max_mem: 2343M [03/13 17:13:58 d2.utils.events]:  eta: 0:00:17 iter: 89899 total_loss: 0.4303 loss_cls: 0.0645 loss_box_reg: 0.1936 loss_mask: 0.1438 loss_rpn_cls: 0.002432 loss_rpn_loc: 0.02114 time: 0.1745 data_time: 0.0096 lr: 2.5e-05 max_mem: 2343M [03/13 17:14:02 d2.utils.events]:  eta: 0:00:14 iter: 89919 total_loss: 0.4745 loss_cls: 0.05791 loss_box_reg: 0.2078 loss_mask: 0.1463 loss_rpn_cls: 0.003951 loss_rpn_loc: 0.02631 time: 0.1745 data_time: 0.0093 lr: 2.5e-05 max_mem: 2343M [03/13 17:14:05 d2.utils.events]:  eta: 0:00:10 iter: 89939 total_loss: 0.429 loss_cls: 0.06527 loss_box_reg: 0.1788 loss_mask: 0.144 loss_rpn_cls: 0.002618 loss_rpn_loc: 0.02017 time: 0.1745 data_time: 0.0083 lr: 2.5e-05 max_mem: 2343M [03/13 17:14:08 d2.utils.events]:  eta: 0:00:07 iter: 89959 total_loss: 0.4208 loss_cls: 0.06679 loss_box_reg: 0.1857 loss_mask: 0.145 loss_rpn_cls: 0.002481 loss_rpn_loc: 0.01446 time: 0.1745 data_time: 0.0097 lr: 2.5e-05 max_mem: 2343M [03/13 17:14:12 d2.utils.events]:  eta: 0:00:03 iter: 89979 total_loss: 0.395 loss_cls: 0.05203 loss_box_reg: 0.1756 loss_mask: 0.1313 loss_rpn_cls: 0.003984 loss_rpn_loc: 0.01775 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 17:14:15 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_0089999.pth [03/13 17:14:17 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_nyu_imagenet_combine01/model_final.pth [03/13 17:14:19 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.34 seconds. [03/13 17:14:19 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 17:14:19 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 17:14:19 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 17:14:19 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/13 17:14:19 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 17:14:20 d2.evaluation.evaluator]: Start inference on 645 images [03/13 17:14:28 d2.evaluation.evaluator]: Inference done 11/645. 0.0434 s / img. ETA=0:00:31 [03/13 17:14:33 d2.evaluation.evaluator]: Inference done 114/645. 0.0426 s / img. ETA=0:00:26 [03/13 17:14:38 d2.evaluation.evaluator]: Inference done 217/645. 0.0427 s / img. ETA=0:00:20 [03/13 17:14:43 d2.evaluation.evaluator]: Inference done 322/645. 0.0427 s / img. ETA=0:00:15 [03/13 17:14:48 d2.evaluation.evaluator]: Inference done 425/645. 0.0427 s / img. ETA=0:00:10 [03/13 17:14:53 d2.evaluation.evaluator]: Inference done 527/645. 0.0427 s / img. ETA=0:00:05 [03/13 17:14:58 d2.evaluation.evaluator]: Inference done 629/645. 0.0427 s / img. ETA=0:00:00 [03/13 17:14:59 d2.evaluation.evaluator]: Total inference time: 0:00:31.583169 (0.049349 s / img per device, on 1 devices) [03/13 17:14:59 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042719 s / img per device, on 1 devices) [03/13 17:14:59 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/13 17:14:59 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 17:14:59 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/13 17:14:59 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/13 17:15:00 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.47 seconds. [03/13 17:15:00 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/13 17:15:00 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 ] = 0.191 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.107 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.253 Average RecO: Evaluate annotation type *segm* [03/13 17:15:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 1.06 seconds. [03/13 17:15:01] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/13 17:15:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.03 seconds. [03/13 17:15:01] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 16.079 | 29.120 | 15.267 | 2.442 | 7.771 | 22.566 | [03/13 17:15:01] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 22.376 | books | 6.808 | chair | 12.802 | | furniture | 4.909 | painting | 40.572 | sofa | 13.598 | | table | 4.910 | tv | 17.366 | window | 21.370 | [03/13 17:15:01] d2.engine.defaults INFO: Evaluation results for nyu_val in csv format: [03/13 17:15:01] d2.evaluation.testing INFO: copypaste: Task: bbox [03/13 17:15:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 17:15:01] d2.evaluation.testing INFO: copypaste: 19.1151,33.2889,20.3892,7.4963,10.7204,25.2726 [03/13 17:15:01] d2.evaluation.testing INFO: copypaste: Task: segm [03/13 17:15:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 17:15:01] d2.evaluation.testing INFO: copypaste: 16.0790,29.1202,15.2671,2.4424,7.7714,22.5656 [03/13 17:15:01] d2.utils.events INFO: eta: 0:00:00 iter: 89999 total_loss: 0.4619 loss_cls: 0.08243 loss_box_reg: 0.2078 loss_mask: 0.1554 loss_rpn_cls: 0.004733 loss_rpn_loc: 0.02334 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 17:15:01] d2.engine.hooks INFO: Overall training speed: 89998 iterations in 4:21:46 (0.1745 s / it) [03/13 17:15:01] d2.engine.hooks INFO: Total training time: 4:30:42 (0:08:56 on hooks) [03/13 17:15:02] d2.data.datasets.coco INFO: Loading dataset/nyu_val.coco.json takes 1.29 seconds. [03/13 17:15:02] d2.data.datasets.coco INFO: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 17:15:03] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 17:15:03] d2.data.common INFO: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 17:15:03] d2.data.common INFO: Serialized dataset takes 62.73 MiB [03/13 17:15:03] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 17:15:04] d2.evaluation.evaluator INFO: Start inference on 645 images [03/13 17:15:11] d2.evaluation.evaluator INFO: Inference done 11/645. 0.0449 s / img. ETA=0:00:32 [03/13 17:15:16] d2.evaluation.evaluator INFO: Inference done 114/645. 0.0428 s / img. ETA=0:00:26 [03/13 17:15:21] d2.evaluation.evaluator INFO: Inference done 217/645. 0.0428 s / img. ETA=0:00:20 [03/13 17:15:26] d2.evaluation.evaluator INFO: Inference done 321/645. 0.0428 s / img. ETA=0:00:15 [03/13 17:15:31] d2.evaluation.evaluator INFO: Inference done 424/645. 0.0428 s / img. ETA=0:00:10 13 17:15:01 d2.evaluation.testing]: copypaste: Task: bbox [03/13 17:15:01 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 17:15:01 d2.evaluation.testing]: copypaste: 19.1151,33.2889,20.3892,7.4963,10.7204,25.2726 [03/13 17:15:01 d2.evaluation.testing]: copypaste: Task: segm [03/13 17:15:01 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 17:15:01 d2.evaluation.testing]: copypaste: 16.0790,29.1202,15.2671,2.4424,7.7714,22.5656 [03/13 17:15:01 d2.utils.events]:  eta: 0:00:00 iter: 89999 total_loss: 0.4619 loss_cls: 0.08243 loss_box_reg: 0.2078 loss_mask: 0.1554 loss_rpn_cls: 0.004733 loss_rpn_loc: 0.02334 time: 0.1745 data_time: 0.0100 lr: 2.5e-05 max_mem: 2343M [03/13 17:15:01 d2.engine.hooks]: Overall training speed: 89998 iterations in 4:21:46 (0.1745 s / it) [03/13 17:15:01 d2.engine.hooks]: Total training time: 4:30:42 (0:08:56 on hooks) [03/13 17:15:02 d2.data.datasets.coco]: Loading dataset/nyu_val.coco.json takes 1.29 seconds. [03/13 17:15:02 d2.data.datasets.coco]: Loaded 645 images in COCO format from dataset/nyu_val.coco.json [03/13 17:15:03 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/13 17:15:03 d2.data.common]: Serializing 645 elements to byte tensors and concatenating them all ... [03/13 17:15:03 d2.data.common]: Serialized dataset takes 62.73 MiB WARNING [03/13 17:15:03 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/13 17:15:04 d2.evaluation.evaluator]: Start inference on 645 images [03/13 17:15:11 d2.evaluation.evaluator]: Inference done 11/645. 0.0449 s / img. ETA=0:00:32 [03/13 17:15:16 d2.evaluation.evaluator]: Inference done 114/645. 0.0428 s / img. ETA=0:00:26 [03/13 17:15:21 d2.evaluation.evaluator]: Inference done 217/645. 0.0428 s / img. ETA=0:00:20 [03/13 17:15:26 d2.evaluation.evaluator]: Inference done 321/645. 0.0428 s / img. ETA=0:00:15 [03/13 17:15:31 d2.evaluation.evaluator]: Inference done 424/645. 0.0428 s / img. ETA=0:00:10 [03/13 17:15:36 d2.evaluation.evaluator]: Inference done 527/645. 0.0427 s / img. ETA=0:00:05 [03/13 17:15:41 d2.evaluation.evaluator]: Inference done 628/645. 0.0428 s / img. ETA=0:00:00 [03/13 17:15:42 d2.evaluation.evaluator]: Total inference time: 0:00:31.561755 (0.049315 s / img per device, on 1 devices) [03/13 17:15:42 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:27 (0.042758 s / img per device, on 1 devices) [03/13 17:15:42 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/13 17:15:42 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_nyu_imagenet_combine01/inference/coco_instances_results.json [03/13 17:15:42 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.00s) creating index... index created! [03/13 17:15:42 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/13 17:15:43 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 0.57 seconds. [03/13 17:15:43 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/13 17:15:43 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 ] = 0.191 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.107 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.253 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.201 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.092 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.160 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.355 [03/13 17:15:43 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:------:|:------:| | 19.115 | 33.289 | 20.389 | 7.496 | 10.720 | 25.273 | [03/13 17:15:43 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 27.661 | books | 7.600 | chair | 21.784 | | furniture | 6.048 | painting | 39.345 | sofa | 21.769 | | table | 10.222 | tv | 15.874 | window | 21.732 | Loading and preparing results... DONE (t=0.07s) creating index... index created! [03/13 17:15:43 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/13 17:15:44 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 1.05 seconds. [03/13 17:15:44 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/13 17:15:44 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 ] = 0.161 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.291 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.153 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.024 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 ] = 0.226 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.181 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 ] = 0.249 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 ] = 0.139 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.313 [03/13 17:15:44 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 16.079 | 29.120 | 15.267 | 2.442 | 7.771 | 22.566 | [03/13 17:15:44 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:-----------|:-------|:-----------|:-------|:-----------|:-------| | bed | 22.376 | books | 6.808 | chair | 12.802 | | furniture | 4.909 | painting | 40.572 | sofa | 13.598 | | table | 4.910 | tv | 17.366 | window | 21.370 | [03/13 17:15:44 d2.engine.defaults]: Evaluation results for nyu_val in csv format: [03/13 17:15:44 d2.evaluation.testing]: copypaste: Task: bbox [03/13 17:15:44 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 17:15:44 d2.evaluation.testing]: copypaste: 19.1151,33.2889,20.3892,7.4963,10.7204,25.2726 [03/13 17:15:44 d2.evaluation.testing]: copypaste: Task: segm [03/13 17:15:44 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/13 17:15:44 d2.evaluation.testing]: copypaste: 16.0790,29.1202,15.2671,2.4424,7.7714,22.5656 /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()