[03/21 12:07:33] detectron2 INFO: Rank of current process: 0. World size: 8 [03/21 12:07:34] detectron2 INFO: 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 0,1,2,3,4,5,6,7 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, [03/21 12:07:34] detectron2 INFO: Command line arguments: Namespace(config_file='config/mask_rcnn_R_50_FPN_COCO_Pri3D.yaml', dist_url='tcp://127.0.0.1:64044', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=['MODEL.WEIGHTS', '/checkpoint/jihou/clip3d/insseg/pretrain/imagenet_view_r50lr001.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_coco_fpn_view001'], resume=False) [03/21 12:07:34] detectron2 INFO: Contents of args.config_file=config/mask_rcnn_R_50_FPN_COCO_Pri3D.yaml: _BASE_: "mask_rcnn_R_50_FPN_COCO.yaml" MODEL: PIXEL_MEAN: [123.675, 116.280, 103.530] PIXEL_STD: [58.395, 57.120, 57.375] WEIGHTS: "See Instructions" RESNETS: STRIDE_IN_1X1: False INPUT: FORMAT: "RGB" TEST: EVAL_PERIOD: 10000 [03/21 12:07:34] detectron2 INFO: 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: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: RGB 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: 0 NAME: build_resnet_fpn_backbone DEVICE: cuda FPN: FUSE_TYPE: sum IN_FEATURES: ['res2', 'res3', 'res4', 'res5'] NORM: SyncBN 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: [123.675, 116.28, 103.53] PIXEL_STD: [58.395, 57.12, 57.375] 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: SyncBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: False 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: SyncBN NUM_CONV: 4 NUM_FC: 1 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: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: StandardROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: SyncBN 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_view_r50lr001.pkl OUTPUT_DIR: /checkpoint/jihou/insseg_coco_fpn_view001 SEED: -1 SOLVER: AMP: ENABLED: False BASE_LR: 0.02 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: 16 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: True NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [03/21 12:07:34] detectron2 INFO: Full config saved to /checkpoint/jihou/insseg_coco_fpn_view001/config.yaml [03/21 12:07:34] d2.utils.env INFO: Using a generated random seed 39009967 [03/21 12:07:35] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d( 256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral3): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral4): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral5): Conv2d( 2048, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output5): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (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): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res3): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): SyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): SyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) ) ) (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( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (flatten): Flatten(start_dim=1, end_dim=-1) (fc1): Linear(in_features=12544, out_features=1024, bias=True) (fc_relu1): ReLU() ) (box_predictor): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=320, 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), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (mask_fcn2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (mask_fcn3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (mask_fcn4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activation): ReLU() ) (deconv): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2)) (deconv_relu): ReLU() (predictor): Conv2d(256, 80, kernel_size=(1, 1), stride=(1, 1)) ) ) ) [03/21 12:07:55] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 19.45 seconds. [03/21 12:07:56] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [03/21 12:08:05] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [03/21 12:08:10] d2.data.build INFO: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 257253 | bicycle | 7056 | car | 43533 | | motorcycle | 8654 | airplane | 5129 | bus | 6061 | | train | 4570 | truck | 9970 | boat | 10576 | | traffic light | 12842 | fire hydrant | 1865 | stop sign | 1983 | | parking meter | 1283 | bench | 9820 | bird | 10542 | | cat | 4766 | dog | 5500 | horse | 6567 | | sheep | 9223 | cow | 8014 | elephant | 5484 | | bear | 1294 | zebra | 5269 | giraffe | 5128 | | backpack | 8714 | umbrella | 11265 | handbag | 12342 | | tie | 6448 | suitcase | 6112 | frisbee | 2681 | | skis | 6623 | snowboard | 2681 | sports ball | 6299 | | kite | 8802 | baseball bat | 3273 | baseball gl.. | 3747 | | skateboard | 5536 | surfboard | 6095 | tennis racket | 4807 | | bottle | 24070 | wine glass | 7839 | cup | 20574 | | fork | 5474 | knife | 7760 | spoon | 6159 | | bowl | 14323 | banana | 9195 | apple | 5776 | | sandwich | 4356 | orange | 6302 | broccoli | 7261 | | carrot | 7758 | hot dog | 2884 | pizza | 5807 | | donut | 7005 | cake | 6296 | chair | 38073 | | couch | 5779 | potted plant | 8631 | bed | 4192 | | dining table | 15695 | toilet | 4149 | tv | 5803 | | laptop | 4960 | mouse | 2261 | remote | 5700 | | keyboard | 2854 | cell phone | 6422 | microwave | 1672 | | oven | 3334 | toaster | 225 | sink | 5609 | | refrigerator | 2634 | book | 24077 | clock | 6320 | | vase | 6577 | scissors | 1464 | teddy bear | 4729 | | hair drier | 198 | toothbrush | 1945 | | | | total | 849949 | | | | | [03/21 12:08:10] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [03/21 12:08:10] d2.data.build INFO: Using training sampler TrainingSampler [03/21 12:08:11] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [03/21 12:08:15] d2.data.common INFO: Serialized dataset takes 451.21 MiB [03/21 12:08:35] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 16.55 seconds. [03/21 12:08:36] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [03/21 12:08:43] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [03/21 12:08:48] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [03/21 12:08:48] d2.data.build INFO: Using training sampler TrainingSampler [03/21 12:08:50] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [03/21 12:08:53] d2.data.common INFO: Serialized dataset takes 451.21 MiB [03/21 12:08:56] fvcore.common.checkpoint INFO: Loading checkpoint from /checkpoint/jihou/clip3d/insseg/pretrain/imagenet_view_r50lr001.pkl [03/21 12:08:56] fvcore.common.checkpoint INFO: Reading a file from 'torchvision' [03/21 12:08:56] d2.checkpoint.c2_model_loading INFO: Following weights matched with submodule backbone.bottom_up: | Names in Model | Names in Checkpoint | Shapes | |:------------------|:-----------------------------------------------------------------------------------------------------------|:---------------------------------------------------| | res2.0.conv1.* | res2.0.conv1.{norm.bias,norm.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,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.num_batches_tracked,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) () (2048,) (2048,) (2048,) (2048,512,1,1) | | stem.conv1.* | stem.conv1.{norm.bias,norm.num_batches_tracked,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) () (64,) (64,) (64,) (64,3,7,7) | [03/21 12:08:56] fvcore.common.checkpoint INFO: Some model parameters or buffers are not found in the checkpoint: backbone.fpn_lateral2.norm.{bias, running_mean, running_var, weight} backbone.fpn_lateral2.weight backbone.fpn_lateral3.norm.{bias, running_mean, running_var, weight} backbone.fpn_lateral3.weight backbone.fpn_lateral4.norm.{bias, running_mean, running_var, weight} backbone.fpn_lateral4.weight backbone.fpn_lateral5.norm.{bias, running_mean, running_var, weight} backbone.fpn_lateral5.weight backbone.fpn_output2.norm.{bias, running_mean, running_var, weight} backbone.fpn_output2.weight backbone.fpn_output3.norm.{bias, running_mean, running_var, weight} backbone.fpn_output3.weight backbone.fpn_output4.norm.{bias, running_mean, running_var, weight} backbone.fpn_output4.weight backbone.fpn_output5.norm.{bias, running_mean, running_var, weight} backbone.fpn_output5.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.conv1.norm.{bias, running_mean, running_var, weight} roi_heads.box_head.conv1.weight roi_heads.box_head.conv2.norm.{bias, running_mean, running_var, weight} roi_heads.box_head.conv2.weight roi_heads.box_head.conv3.norm.{bias, running_mean, running_var, weight} roi_heads.box_head.conv3.weight roi_heads.box_head.conv4.norm.{bias, running_mean, running_var, weight} roi_heads.box_head.conv4.weight roi_heads.box_head.fc1.{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.norm.{bias, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn1.weight roi_heads.mask_head.mask_fcn2.norm.{bias, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn2.weight roi_heads.mask_head.mask_fcn3.norm.{bias, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn3.weight roi_heads.mask_head.mask_fcn4.norm.{bias, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn4.weight roi_heads.mask_head.predictor.{bias, weight} [03/21 12:08:56] d2.engine.train_loop INFO: Starting training from iteration 0 [03/21 12:09:17] d2.utils.events INFO: eta: 9:09:39 iter: 19 total_loss: 5.056 loss_cls: 3.54 loss_box_reg: 0.01482 loss_mask: 0.6932 loss_rpn_cls: 0.6934 loss_rpn_loc: 0.136 time: 0.3670 data_time: 0.6572 lr: 0.00039962 max_mem: 6012M [03/21 12:09:25] d2.utils.events INFO: eta: 9:02:31 iter: 39 total_loss: 1.82 loss_cls: 0.2544 loss_box_reg: 0.01322 loss_mask: 0.6928 loss_rpn_cls: 0.6667 loss_rpn_loc: 0.1664 time: 0.3641 data_time: 0.0066 lr: 0.00079922 max_mem: 6348M [03/21 12:09:32] d2.utils.events INFO: eta: 9:04:39 iter: 59 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[03/21 13:06:58] d2.utils.events INFO: eta: 8:55:33 iter: 8699 total_loss: 1.005 loss_cls: 0.2854 loss_box_reg: 0.263 loss_mask: 0.3102 loss_rpn_cls: 0.05664 loss_rpn_loc: 0.07355 time: 0.3972 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 13:07:06] d2.utils.events INFO: eta: 8:54:56 iter: 8719 total_loss: 1.013 loss_cls: 0.2705 loss_box_reg: 0.2522 loss_mask: 0.3064 loss_rpn_cls: 0.06258 loss_rpn_loc: 0.09507 time: 0.3972 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 13:07:14] d2.utils.events INFO: eta: 8:54:10 iter: 8739 total_loss: 0.9588 loss_cls: 0.2493 loss_box_reg: 0.2316 loss_mask: 0.3089 loss_rpn_cls: 0.06859 loss_rpn_loc: 0.08357 time: 0.3972 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 13:07:22] d2.utils.events INFO: eta: 8:53:56 iter: 8759 total_loss: 0.9746 loss_cls: 0.278 loss_box_reg: 0.2631 loss_mask: 0.2988 loss_rpn_cls: 0.06264 loss_rpn_loc: 0.08372 time: 0.3972 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 13:07:30] d2.utils.events INFO: eta: 8:53:29 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loss_box_reg: 0.263 loss_mask: 0.3041 loss_rpn_cls: 0.06037 loss_rpn_loc: 0.08417 time: 0.3975 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 13:15:31] d2.utils.events INFO: eta: 8:50:53 iter: 9979 total_loss: 1.069 loss_cls: 0.293 loss_box_reg: 0.2884 loss_mask: 0.2987 loss_rpn_cls: 0.06378 loss_rpn_loc: 0.09332 time: 0.3975 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 13:15:40] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 13:16:03] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 13:16:26] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 13:16:26] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0009999.pth [03/21 13:16:28] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 13:16:28] d2.data.build INFO: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 10777 | bicycle | 314 | car | 1918 | | motorcycle | 367 | airplane | 143 | bus | 283 | | train | 190 | truck | 414 | boat | 424 | | traffic light | 634 | fire hydrant | 101 | stop sign | 75 | | parking meter | 60 | bench | 411 | bird | 427 | | cat | 202 | dog | 218 | horse | 272 | | sheep | 354 | cow | 372 | elephant | 252 | | bear | 71 | zebra | 266 | giraffe | 232 | | backpack | 371 | umbrella | 407 | handbag | 540 | | tie | 252 | suitcase | 299 | frisbee | 115 | | skis | 241 | snowboard | 69 | sports ball | 260 | | kite | 327 | baseball bat | 145 | baseball gl.. | 148 | | skateboard | 179 | surfboard | 267 | tennis racket | 225 | | bottle | 1013 | wine glass | 341 | cup | 895 | | fork | 215 | knife | 325 | spoon | 253 | | bowl | 623 | banana | 370 | apple | 236 | | sandwich | 177 | orange | 285 | broccoli | 312 | | carrot | 365 | hot dog | 125 | pizza | 284 | | donut | 328 | cake | 310 | chair | 1771 | | couch | 261 | potted plant | 342 | bed | 163 | | dining table | 695 | toilet | 179 | tv | 288 | | laptop | 231 | mouse | 106 | remote | 283 | | keyboard | 153 | cell phone | 262 | microwave | 55 | | oven | 143 | toaster | 9 | sink | 225 | | refrigerator | 126 | book | 1129 | clock | 267 | | vase | 274 | scissors | 36 | teddy bear | 190 | | hair drier | 11 | toothbrush | 57 | | | | total | 36335 | | | | | [03/21 13:16:28] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 13:16:28] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 13:16:28] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 13:16:29] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 13:16:29] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 13:16:36] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0573 s / img. ETA=0:00:50 [03/21 13:16:41] d2.evaluation.evaluator INFO: Inference done 73/625. 0.0567 s / img. ETA=0:00:44 [03/21 13:16:46] d2.evaluation.evaluator INFO: Inference done 130/625. 0.0569 s / img. ETA=0:00:41 [03/21 13:16:51] d2.evaluation.evaluator INFO: Inference done 186/625. 0.0571 s / img. ETA=0:00:37 [03/21 13:16:56] d2.evaluation.evaluator INFO: Inference done 248/625. 0.0570 s / img. ETA=0:00:32 [03/21 13:17:01] d2.evaluation.evaluator INFO: Inference done 308/625. 0.0570 s / img. ETA=0:00:26 [03/21 13:17:07] d2.evaluation.evaluator INFO: Inference done 366/625. 0.0571 s / img. ETA=0:00:22 [03/21 13:17:12] d2.evaluation.evaluator INFO: Inference done 428/625. 0.0570 s / img. ETA=0:00:16 [03/21 13:17:17] d2.evaluation.evaluator INFO: Inference done 489/625. 0.0571 s / img. ETA=0:00:11 [03/21 13:17:22] d2.evaluation.evaluator INFO: Inference done 543/625. 0.0571 s / img. ETA=0:00:07 [03/21 13:17:27] d2.evaluation.evaluator INFO: Inference done 601/625. 0.0571 s / img. ETA=0:00:02 [03/21 13:17:29] d2.evaluation.evaluator INFO: Total inference time: 0:00:53.188139 (0.085787 s / img per device, on 8 devices) [03/21 13:17:29] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.057067 s / img per device, on 8 devices) [03/21 13:17:33] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 13:17:33] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 13:17:34] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 13:17:35] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 13:17:46] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.83 seconds. [03/21 13:17:47] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 13:17:48] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.24 seconds. [03/21 13:17:48] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 23.109 | 41.796 | 23.287 | 12.648 | 24.908 | 29.451 | [03/21 13:17:48] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 43.806 | bicycle | 17.239 | car | 30.212 | | motorcycle | 25.333 | airplane | 40.111 | bus | 43.249 | | train | 37.896 | truck | 18.789 | boat | 12.928 | | traffic light | 18.074 | fire hydrant | 45.697 | stop sign | 44.182 | | parking meter | 28.818 | bench | 11.674 | bird | 21.686 | | cat | 43.739 | dog | 32.637 | horse | 30.056 | | sheep | 25.663 | cow | 30.430 | elephant | 41.489 | | bear | 43.382 | zebra | 51.074 | giraffe | 48.927 | | backpack | 5.791 | umbrella | 19.043 | handbag | 4.498 | | tie | 17.580 | suitcase | 13.374 | frisbee | 42.451 | | skis | 7.679 | snowboard | 7.520 | sports ball | 34.466 | | kite | 27.127 | baseball bat | 10.094 | baseball glove | 21.774 | | skateboard | 24.100 | surfboard | 15.067 | tennis racket | 25.032 | | bottle | 27.181 | wine glass | 20.473 | cup | 28.853 | | fork | 6.885 | knife | 2.552 | spoon | 3.062 | | bowl | 26.600 | banana | 11.478 | apple | 9.256 | | sandwich | 15.841 | orange | 18.882 | broccoli | 16.669 | | carrot | 10.155 | hot dog | 11.569 | pizza | 35.306 | | donut | 19.449 | cake | 16.695 | chair | 14.353 | | couch | 22.942 | potted plant | 15.259 | bed | 24.746 | | dining table | 16.348 | toilet | 39.951 | tv | 36.910 | | laptop | 37.235 | mouse | 42.785 | remote | 10.710 | | keyboard | 31.061 | cell phone | 18.640 | microwave | 30.997 | | oven | 16.494 | toaster | 4.752 | sink | 14.948 | | refrigerator | 28.824 | book | 7.379 | clock | 39.058 | | vase | 21.555 | scissors | 4.762 | teddy bear | 22.871 | | hair drier | 0.000 | toothbrush | 2.520 | | | [03/21 13:17:56] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 13:18:11] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.60 seconds. [03/21 13:18:11] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 13:18:12] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.30 seconds. [03/21 13:18:13] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:------:|:------:| | 22.387 | 39.231 | 23.000 | 9.179 | 23.657 | 32.489 | [03/21 13:18:13] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 36.802 | bicycle | 9.395 | car | 28.133 | | motorcycle | 18.573 | airplane | 33.514 | bus | 46.753 | | train | 43.341 | truck | 19.905 | boat | 11.479 | | traffic light | 18.549 | fire hydrant | 51.496 | stop sign | 50.159 | | parking meter | 32.081 | bench | 7.448 | bird | 18.795 | | cat | 47.755 | dog | 35.207 | horse | 22.341 | | sheep | 25.865 | cow | 27.455 | elephant | 38.113 | | bear | 46.105 | zebra | 43.147 | giraffe | 37.047 | | backpack | 5.872 | umbrella | 27.753 | handbag | 6.032 | | tie | 18.864 | suitcase | 14.351 | frisbee | 43.049 | | skis | 0.231 | snowboard | 2.595 | sports ball | 35.720 | | kite | 18.666 | baseball bat | 9.340 | baseball glove | 24.507 | | skateboard | 8.436 | surfboard | 13.745 | tennis racket | 36.679 | | bottle | 26.734 | wine glass | 18.911 | cup | 30.040 | | fork | 1.306 | knife | 1.697 | spoon | 1.777 | | bowl | 25.942 | banana | 8.569 | apple | 8.895 | | sandwich | 19.783 | orange | 20.112 | broccoli | 16.484 | | carrot | 9.149 | hot dog | 10.399 | pizza | 35.537 | | donut | 22.146 | cake | 16.934 | chair | 9.368 | | couch | 19.601 | potted plant | 12.741 | bed | 19.756 | | dining table | 7.609 | toilet | 42.985 | tv | 38.649 | | laptop | 39.904 | mouse | 43.462 | remote | 12.569 | | keyboard | 33.552 | cell phone | 21.076 | microwave | 32.232 | | oven | 16.798 | toaster | 8.317 | sink | 15.790 | | refrigerator | 30.701 | book | 4.195 | clock | 41.554 | | vase | 22.913 | scissors | 3.462 | teddy bear | 22.600 | | hair drier | 0.000 | toothbrush | 1.431 | | | [03/21 13:18:14] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 13:18:14] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 13:18:14] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 13:18:14] d2.evaluation.testing INFO: copypaste: 23.1087,41.7964,23.2869,12.6479,24.9083,29.4505 [03/21 13:18:14] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 13:18:14] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 13:18:14] d2.evaluation.testing INFO: copypaste: 22.3872,39.2306,23.0003,9.1794,23.6568,32.4889 [03/21 13:18:14] d2.utils.events INFO: eta: 8:51:15 iter: 9999 total_loss: 1.033 loss_cls: 0.3019 loss_box_reg: 0.2803 loss_mask: 0.3097 loss_rpn_cls: 0.05245 loss_rpn_loc: 0.07921 time: 0.3976 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 13:18:22] d2.utils.events INFO: eta: 8:51:07 iter: 10019 total_loss: 0.9732 loss_cls: 0.2623 loss_box_reg: 0.25 loss_mask: 0.2895 loss_rpn_cls: 0.05449 loss_rpn_loc: 0.0811 time: 0.3976 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 13:18:30] d2.utils.events INFO: eta: 8:50:20 iter: 10039 total_loss: 1.017 loss_cls: 0.2963 loss_box_reg: 0.2778 loss_mask: 0.301 loss_rpn_cls: 0.06684 loss_rpn_loc: 0.1023 time: 0.3975 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 13:18:38] d2.utils.events INFO: eta: 8:50:04 iter: 10059 total_loss: 1.076 loss_cls: 0.3093 loss_box_reg: 0.2911 loss_mask: 0.307 loss_rpn_cls: 0.06072 loss_rpn_loc: 0.09822 time: 0.3975 data_time: 0.0059 lr: 0.02 max_mem: 7219M [03/21 13:18:45] d2.utils.events INFO: eta: 8:50:04 iter: 10079 total_loss: 1.036 loss_cls: 0.3119 loss_box_reg: 0.2941 loss_mask: 0.3067 loss_rpn_cls: 0.06356 loss_rpn_loc: 0.08462 time: 0.3975 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 13:18:53] d2.utils.events INFO: eta: 8:49:55 iter: 10099 total_loss: 1.003 loss_cls: 0.2823 loss_box_reg: 0.263 loss_mask: 0.3053 loss_rpn_cls: 0.05769 loss_rpn_loc: 0.07365 time: 0.3975 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 13:19:01] d2.utils.events INFO: eta: 8:49:47 iter: 10119 total_loss: 1.004 loss_cls: 0.2961 loss_box_reg: 0.277 loss_mask: 0.3006 loss_rpn_cls: 0.05643 loss_rpn_loc: 0.07966 time: 0.3975 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 13:19:09] d2.utils.events INFO: eta: 8:49:35 iter: 10139 total_loss: 1.035 loss_cls: 0.276 loss_box_reg: 0.271 loss_mask: 0.3036 loss_rpn_cls: 0.06556 loss_rpn_loc: 0.09784 time: 0.3975 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 13:19:18] d2.utils.events INFO: eta: 8:49:36 iter: 10159 total_loss: 0.9704 loss_cls: 0.2641 loss_box_reg: 0.2539 loss_mask: 0.2986 loss_rpn_cls: 0.0572 loss_rpn_loc: 0.07562 time: 0.3975 data_time: 0.0062 lr: 0.02 max_mem: 7219M [03/21 13:19:25] d2.utils.events INFO: eta: 8:49:23 iter: 10179 total_loss: 0.9925 loss_cls: 0.2997 loss_box_reg: 0.2692 loss_mask: 0.2961 loss_rpn_cls: 0.05818 loss_rpn_loc: 0.08441 time: 0.3975 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 13:19:33] d2.utils.events INFO: eta: 8:49:07 iter: 10199 total_loss: 0.9492 loss_cls: 0.2677 loss_box_reg: 0.2403 loss_mask: 0.3068 loss_rpn_cls: 0.05938 loss_rpn_loc: 0.07691 time: 0.3975 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 13:19:41] d2.utils.events INFO: eta: 8:48:59 iter: 10219 total_loss: 1.052 loss_cls: 0.2846 loss_box_reg: 0.2823 loss_mask: 0.3106 loss_rpn_cls: 0.06158 loss_rpn_loc: 0.0737 time: 0.3975 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 13:19:49] d2.utils.events INFO: eta: 8:48:55 iter: 10239 total_loss: 1.019 loss_cls: 0.2855 loss_box_reg: 0.265 loss_mask: 0.2968 loss_rpn_cls: 0.0631 loss_rpn_loc: 0.09241 time: 0.3974 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 13:19:57] d2.utils.events INFO: eta: 8:48:31 iter: 10259 total_loss: 0.9925 loss_cls: 0.2822 loss_box_reg: 0.2573 loss_mask: 0.2939 loss_rpn_cls: 0.06574 loss_rpn_loc: 0.09204 time: 0.3974 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 13:20:04] d2.utils.events INFO: eta: 8:48:08 iter: 10279 total_loss: 1.009 loss_cls: 0.2967 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d2.utils.events INFO: eta: 8:49:14 iter: 10539 total_loss: 0.9994 loss_cls: 0.2587 loss_box_reg: 0.2552 loss_mask: 0.2969 loss_rpn_cls: 0.06035 loss_rpn_loc: 0.08149 time: 0.3976 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 13:21:58] d2.utils.events INFO: eta: 8:49:08 iter: 10559 total_loss: 1.03 loss_cls: 0.2899 loss_box_reg: 0.2673 loss_mask: 0.3086 loss_rpn_cls: 0.06084 loss_rpn_loc: 0.08234 time: 0.3976 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 13:22:06] d2.utils.events INFO: eta: 8:48:58 iter: 10579 total_loss: 1.049 loss_cls: 0.3016 loss_box_reg: 0.2882 loss_mask: 0.2973 loss_rpn_cls: 0.05964 loss_rpn_loc: 0.08538 time: 0.3976 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 13:22:14] d2.utils.events INFO: eta: 8:48:46 iter: 10599 total_loss: 1.07 loss_cls: 0.2966 loss_box_reg: 0.2855 loss_mask: 0.3174 loss_rpn_cls: 0.05744 loss_rpn_loc: 0.09617 time: 0.3976 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 13:22:22] d2.utils.events INFO: eta: 8:48:17 iter: 10619 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[03/21 14:21:49] d2.utils.events INFO: eta: 7:43:12 iter: 19519 total_loss: 0.926 loss_cls: 0.2624 loss_box_reg: 0.2398 loss_mask: 0.2885 loss_rpn_cls: 0.05548 loss_rpn_loc: 0.0935 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:21:57] d2.utils.events INFO: eta: 7:42:49 iter: 19539 total_loss: 0.9224 loss_cls: 0.2595 loss_box_reg: 0.2389 loss_mask: 0.2717 loss_rpn_cls: 0.05419 loss_rpn_loc: 0.08529 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 14:22:04] d2.utils.events INFO: eta: 7:42:31 iter: 19559 total_loss: 1.001 loss_cls: 0.2694 loss_box_reg: 0.2678 loss_mask: 0.3031 loss_rpn_cls: 0.06108 loss_rpn_loc: 0.1011 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 14:22:12] d2.utils.events INFO: eta: 7:42:14 iter: 19579 total_loss: 1.004 loss_cls: 0.2605 loss_box_reg: 0.2653 loss_mask: 0.2982 loss_rpn_cls: 0.06048 loss_rpn_loc: 0.1 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:22:20] d2.utils.events INFO: eta: 7:42:03 iter: 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0.2657 loss_mask: 0.2907 loss_rpn_cls: 0.05881 loss_rpn_loc: 0.08488 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 14:23:00] d2.utils.events INFO: eta: 7:42:17 iter: 19699 total_loss: 0.9934 loss_cls: 0.2614 loss_box_reg: 0.2658 loss_mask: 0.2899 loss_rpn_cls: 0.06014 loss_rpn_loc: 0.09149 time: 0.3984 data_time: 0.0072 lr: 0.02 max_mem: 7219M [03/21 14:23:08] d2.utils.events INFO: eta: 7:41:44 iter: 19719 total_loss: 0.9977 loss_cls: 0.2734 loss_box_reg: 0.2513 loss_mask: 0.2982 loss_rpn_cls: 0.05708 loss_rpn_loc: 0.09258 time: 0.3984 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 14:23:16] d2.utils.events INFO: eta: 7:41:20 iter: 19739 total_loss: 0.9315 loss_cls: 0.2603 loss_box_reg: 0.2468 loss_mask: 0.2846 loss_rpn_cls: 0.05335 loss_rpn_loc: 0.07418 time: 0.3983 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:23:24] d2.utils.events INFO: eta: 7:40:56 iter: 19759 total_loss: 0.9246 loss_cls: 0.2593 loss_box_reg: 0.2322 loss_mask: 0.2966 loss_rpn_cls: 0.04984 loss_rpn_loc: 0.08898 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 14:23:32] d2.utils.events INFO: eta: 7:40:49 iter: 19779 total_loss: 0.9721 loss_cls: 0.2785 loss_box_reg: 0.2708 loss_mask: 0.2865 loss_rpn_cls: 0.04842 loss_rpn_loc: 0.07643 time: 0.3983 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 14:23:40] d2.utils.events INFO: eta: 7:40:54 iter: 19799 total_loss: 0.9702 loss_cls: 0.2724 loss_box_reg: 0.2632 loss_mask: 0.2806 loss_rpn_cls: 0.05485 loss_rpn_loc: 0.0885 time: 0.3983 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 14:23:48] d2.utils.events INFO: eta: 7:40:48 iter: 19819 total_loss: 0.9599 loss_cls: 0.255 loss_box_reg: 0.2538 loss_mask: 0.2861 loss_rpn_cls: 0.06103 loss_rpn_loc: 0.07949 time: 0.3984 data_time: 0.0071 lr: 0.02 max_mem: 7219M [03/21 14:23:56] d2.utils.events INFO: eta: 7:40:41 iter: 19839 total_loss: 0.9871 loss_cls: 0.2721 loss_box_reg: 0.2667 loss_mask: 0.2906 loss_rpn_cls: 0.057 loss_rpn_loc: 0.0796 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 14:24:04] d2.utils.events INFO: eta: 7:40:30 iter: 19859 total_loss: 0.9909 loss_cls: 0.2811 loss_box_reg: 0.2601 loss_mask: 0.2891 loss_rpn_cls: 0.05038 loss_rpn_loc: 0.07827 time: 0.3984 data_time: 0.0061 lr: 0.02 max_mem: 7219M [03/21 14:24:12] d2.utils.events INFO: eta: 7:40:23 iter: 19879 total_loss: 0.9134 loss_cls: 0.268 loss_box_reg: 0.2433 loss_mask: 0.2777 loss_rpn_cls: 0.05223 loss_rpn_loc: 0.07014 time: 0.3984 data_time: 0.0073 lr: 0.02 max_mem: 7219M [03/21 14:24:21] d2.utils.events INFO: eta: 7:40:18 iter: 19899 total_loss: 0.9699 loss_cls: 0.2659 loss_box_reg: 0.2579 loss_mask: 0.2858 loss_rpn_cls: 0.06083 loss_rpn_loc: 0.0936 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 14:24:29] d2.utils.events INFO: eta: 7:40:09 iter: 19919 total_loss: 0.9043 loss_cls: 0.2507 loss_box_reg: 0.2122 loss_mask: 0.2756 loss_rpn_cls: 0.05321 loss_rpn_loc: 0.08769 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 14:24:37] d2.utils.events INFO: eta: 7:39:58 iter: 19939 total_loss: 0.9909 loss_cls: 0.2623 loss_box_reg: 0.2678 loss_mask: 0.302 loss_rpn_cls: 0.04947 loss_rpn_loc: 0.08063 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:24:45] d2.utils.events INFO: eta: 7:39:50 iter: 19959 total_loss: 0.9337 loss_cls: 0.2609 loss_box_reg: 0.2501 loss_mask: 0.2861 loss_rpn_cls: 0.05685 loss_rpn_loc: 0.08422 time: 0.3984 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 14:24:53] d2.utils.events INFO: eta: 7:39:30 iter: 19979 total_loss: 0.9381 loss_cls: 0.2693 loss_box_reg: 0.2336 loss_mask: 0.2907 loss_rpn_cls: 0.05222 loss_rpn_loc: 0.08086 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 14:25:01] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 14:25:23] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 14:25:45] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 14:25:45] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0019999.pth [03/21 14:25:47] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 14:25:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 14:25:47] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 14:25:47] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 14:25:47] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 14:25:48] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 14:25:55] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0552 s / img. ETA=0:00:47 [03/21 14:26:00] d2.evaluation.evaluator INFO: Inference done 76/625. 0.0560 s / img. ETA=0:00:42 [03/21 14:26:05] d2.evaluation.evaluator INFO: Inference done 136/625. 0.0559 s / img. ETA=0:00:39 [03/21 14:26:10] d2.evaluation.evaluator INFO: Inference done 197/625. 0.0560 s / img. ETA=0:00:34 [03/21 14:26:15] d2.evaluation.evaluator INFO: Inference done 259/625. 0.0561 s / img. ETA=0:00:29 [03/21 14:26:20] d2.evaluation.evaluator INFO: Inference done 322/625. 0.0560 s / img. ETA=0:00:24 [03/21 14:26:26] d2.evaluation.evaluator INFO: Inference done 384/625. 0.0561 s / img. ETA=0:00:19 [03/21 14:26:31] d2.evaluation.evaluator INFO: Inference done 449/625. 0.0560 s / img. ETA=0:00:14 [03/21 14:26:36] d2.evaluation.evaluator INFO: Inference done 511/625. 0.0561 s / img. ETA=0:00:09 [03/21 14:26:41] d2.evaluation.evaluator INFO: Inference done 567/625. 0.0567 s / img. ETA=0:00:04 [03/21 14:26:45] d2.evaluation.evaluator INFO: Total inference time: 0:00:50.666447 (0.081720 s / img per device, on 8 devices) [03/21 14:26:45] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:35 (0.056605 s / img per device, on 8 devices) [03/21 14:26:49] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 14:26:49] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 14:26:50] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 14:26:51] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 14:27:02] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.88 seconds. [03/21 14:27:02] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 14:27:03] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.02 seconds. [03/21 14:27:03] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 27.997 | 46.632 | 29.954 | 15.351 | 30.884 | 35.807 | [03/21 14:27:03] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.745 | bicycle | 21.170 | car | 34.887 | | motorcycle | 28.041 | airplane | 50.866 | bus | 49.182 | | train | 44.247 | truck | 22.834 | boat | 16.157 | | traffic light | 21.150 | fire hydrant | 50.244 | stop sign | 52.617 | | parking meter | 30.506 | bench | 14.190 | bird | 25.262 | | cat | 50.584 | dog | 42.667 | horse | 40.484 | | sheep | 32.186 | cow | 42.945 | elephant | 45.682 | | bear | 56.779 | zebra | 54.922 | giraffe | 55.735 | | backpack | 8.483 | umbrella | 25.069 | handbag | 7.017 | | tie | 23.782 | suitcase | 16.899 | frisbee | 45.021 | | skis | 12.194 | snowboard | 17.192 | sports ball | 37.117 | | kite | 30.390 | baseball bat | 16.341 | baseball glove | 24.418 | | skateboard | 34.227 | surfboard | 18.749 | tennis racket | 31.778 | | bottle | 28.476 | wine glass | 23.866 | cup | 30.542 | | fork | 14.029 | knife | 5.718 | spoon | 6.412 | | bowl | 31.781 | banana | 14.916 | apple | 10.421 | | sandwich | 23.290 | orange | 25.323 | broccoli | 17.509 | | carrot | 13.454 | hot dog | 14.424 | pizza | 43.147 | | donut | 28.208 | cake | 20.768 | chair | 18.124 | | couch | 30.725 | potted plant | 17.147 | bed | 29.595 | | dining table | 18.189 | toilet | 45.927 | tv | 41.940 | | laptop | 43.345 | mouse | 48.823 | remote | 17.354 | | keyboard | 33.477 | cell phone | 22.830 | microwave | 38.655 | | oven | 19.932 | toaster | 8.317 | sink | 19.549 | | refrigerator | 30.087 | book | 7.281 | clock | 41.060 | | vase | 24.362 | scissors | 10.252 | teddy bear | 33.723 | | hair drier | 0.000 | toothbrush | 7.035 | | | [03/21 14:27:10] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 14:27:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.29 seconds. [03/21 14:27:23] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 14:27:25] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.06 seconds. [03/21 14:27:25] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 26.393 | 44.175 | 27.853 | 10.919 | 28.472 | 38.287 | [03/21 14:27:25] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 41.012 | bicycle | 12.392 | car | 33.240 | | motorcycle | 21.314 | airplane | 37.916 | bus | 50.464 | | train | 46.274 | truck | 23.052 | boat | 13.410 | | traffic light | 20.567 | fire hydrant | 53.931 | stop sign | 54.679 | | parking meter | 32.243 | bench | 9.817 | bird | 22.096 | | cat | 56.355 | dog | 44.524 | horse | 28.347 | | sheep | 29.156 | cow | 36.781 | elephant | 42.524 | | bear | 57.025 | zebra | 46.757 | giraffe | 43.547 | | backpack | 8.894 | umbrella | 32.568 | handbag | 8.397 | | tie | 23.093 | suitcase | 17.147 | frisbee | 47.867 | | skis | 0.545 | snowboard | 9.772 | sports ball | 38.724 | | kite | 20.650 | baseball bat | 14.678 | baseball glove | 28.719 | | skateboard | 18.169 | surfboard | 17.502 | tennis racket | 42.228 | | bottle | 27.928 | wine glass | 21.165 | cup | 31.844 | | fork | 4.022 | knife | 3.615 | spoon | 3.503 | | bowl | 30.548 | banana | 10.729 | apple | 11.691 | | sandwich | 25.864 | orange | 25.728 | broccoli | 17.413 | | carrot | 11.921 | hot dog | 13.071 | pizza | 43.644 | | donut | 30.176 | cake | 22.155 | chair | 11.844 | | couch | 27.373 | potted plant | 14.597 | bed | 23.932 | | dining table | 9.187 | toilet | 48.701 | tv | 43.709 | | laptop | 44.177 | mouse | 48.906 | remote | 19.052 | | keyboard | 35.870 | cell phone | 23.726 | microwave | 40.103 | | oven | 18.688 | toaster | 8.317 | sink | 20.528 | | refrigerator | 34.219 | book | 4.646 | clock | 42.160 | | vase | 24.447 | scissors | 7.512 | teddy bear | 33.383 | | hair drier | 0.000 | toothbrush | 5.007 | | | [03/21 14:27:26] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 14:27:26] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 14:27:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 14:27:26] d2.evaluation.testing INFO: copypaste: 27.9971,46.6322,29.9543,15.3514,30.8840,35.8066 [03/21 14:27:26] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 14:27:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 14:27:26] d2.evaluation.testing INFO: copypaste: 26.3935,44.1751,27.8534,10.9188,28.4716,38.2867 [03/21 14:27:26] d2.utils.events INFO: eta: 7:39:12 iter: 19999 total_loss: 0.9663 loss_cls: 0.2646 loss_box_reg: 0.2484 loss_mask: 0.2875 loss_rpn_cls: 0.06008 loss_rpn_loc: 0.07422 time: 0.3984 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 14:27:34] d2.utils.events INFO: eta: 7:38:59 iter: 20019 total_loss: 0.8976 loss_cls: 0.2416 loss_box_reg: 0.242 loss_mask: 0.2798 loss_rpn_cls: 0.05436 loss_rpn_loc: 0.08512 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 14:27:42] d2.utils.events INFO: eta: 7:38:56 iter: 20039 total_loss: 0.9701 loss_cls: 0.2751 loss_box_reg: 0.2539 loss_mask: 0.2775 loss_rpn_cls: 0.0598 loss_rpn_loc: 0.08555 time: 0.3984 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 14:27:50] d2.utils.events INFO: eta: 7:38:53 iter: 20059 total_loss: 1.001 loss_cls: 0.2754 loss_box_reg: 0.2617 loss_mask: 0.2807 loss_rpn_cls: 0.05938 loss_rpn_loc: 0.08983 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 14:27:58] d2.utils.events INFO: eta: 7:38:54 iter: 20079 total_loss: 1.036 loss_cls: 0.2835 loss_box_reg: 0.2627 loss_mask: 0.279 loss_rpn_cls: 0.06822 loss_rpn_loc: 0.07742 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:28:06] d2.utils.events INFO: eta: 7:38:55 iter: 20099 total_loss: 0.8701 loss_cls: 0.2294 loss_box_reg: 0.2233 loss_mask: 0.2853 loss_rpn_cls: 0.0525 loss_rpn_loc: 0.07815 time: 0.3984 data_time: 0.0071 lr: 0.02 max_mem: 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[03/21 14:39:27] d2.utils.events INFO: eta: 7:28:25 iter: 21799 total_loss: 0.9888 loss_cls: 0.2873 loss_box_reg: 0.2647 loss_mask: 0.2875 loss_rpn_cls: 0.05378 loss_rpn_loc: 0.08469 time: 0.3985 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:39:35] d2.utils.events INFO: eta: 7:27:50 iter: 21819 total_loss: 0.937 loss_cls: 0.2653 loss_box_reg: 0.2398 loss_mask: 0.281 loss_rpn_cls: 0.04999 loss_rpn_loc: 0.08931 time: 0.3985 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 14:39:43] d2.utils.events INFO: eta: 7:27:15 iter: 21839 total_loss: 0.9342 loss_cls: 0.2505 loss_box_reg: 0.2372 loss_mask: 0.2988 loss_rpn_cls: 0.05805 loss_rpn_loc: 0.08175 time: 0.3985 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 14:39:51] d2.utils.events INFO: eta: 7:26:47 iter: 21859 total_loss: 0.9413 loss_cls: 0.262 loss_box_reg: 0.2506 loss_mask: 0.2835 loss_rpn_cls: 0.05845 loss_rpn_loc: 0.06934 time: 0.3985 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 14:39:59] d2.utils.events INFO: eta: 7:26:34 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[03/21 14:58:57] d2.utils.events INFO: eta: 7:08:21 iter: 24739 total_loss: 0.9086 loss_cls: 0.2428 loss_box_reg: 0.2486 loss_mask: 0.2788 loss_rpn_cls: 0.05086 loss_rpn_loc: 0.07497 time: 0.3982 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 14:59:04] d2.utils.events INFO: eta: 7:08:01 iter: 24759 total_loss: 0.9335 loss_cls: 0.2494 loss_box_reg: 0.2445 loss_mask: 0.2834 loss_rpn_cls: 0.05259 loss_rpn_loc: 0.08191 time: 0.3982 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 14:59:12] d2.utils.events INFO: eta: 7:08:05 iter: 24779 total_loss: 0.8866 loss_cls: 0.2419 loss_box_reg: 0.2182 loss_mask: 0.2906 loss_rpn_cls: 0.05968 loss_rpn_loc: 0.09205 time: 0.3982 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 14:59:20] d2.utils.events INFO: eta: 7:07:57 iter: 24799 total_loss: 0.9705 loss_cls: 0.2572 loss_box_reg: 0.2474 loss_mask: 0.2932 loss_rpn_cls: 0.05323 loss_rpn_loc: 0.07441 time: 0.3982 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 14:59:28] d2.utils.events INFO: eta: 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0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:28:05] d2.utils.events INFO: eta: 6:40:56 iter: 29099 total_loss: 0.8782 loss_cls: 0.2476 loss_box_reg: 0.241 loss_mask: 0.2759 loss_rpn_cls: 0.05465 loss_rpn_loc: 0.08913 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:28:13] d2.utils.events INFO: eta: 6:40:40 iter: 29119 total_loss: 0.8993 loss_cls: 0.248 loss_box_reg: 0.234 loss_mask: 0.2767 loss_rpn_cls: 0.05574 loss_rpn_loc: 0.07376 time: 0.3984 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 15:28:21] d2.utils.events INFO: eta: 6:40:53 iter: 29139 total_loss: 0.9503 loss_cls: 0.2621 loss_box_reg: 0.2426 loss_mask: 0.2828 loss_rpn_cls: 0.05465 loss_rpn_loc: 0.0804 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 15:28:29] d2.utils.events INFO: eta: 6:40:47 iter: 29159 total_loss: 0.9179 loss_cls: 0.2506 loss_box_reg: 0.2314 loss_mask: 0.2861 loss_rpn_cls: 0.04894 loss_rpn_loc: 0.07543 time: 0.3984 data_time: 0.0073 lr: 0.02 max_mem: 7219M [03/21 15:28:37] d2.utils.events INFO: eta: 6:40:19 iter: 29179 total_loss: 0.8761 loss_cls: 0.2333 loss_box_reg: 0.2309 loss_mask: 0.2804 loss_rpn_cls: 0.06618 loss_rpn_loc: 0.09006 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:28:44] d2.utils.events INFO: eta: 6:40:04 iter: 29199 total_loss: 0.9175 loss_cls: 0.2536 loss_box_reg: 0.2416 loss_mask: 0.2842 loss_rpn_cls: 0.06087 loss_rpn_loc: 0.08655 time: 0.3984 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 15:28:52] d2.utils.events INFO: eta: 6:40:08 iter: 29219 total_loss: 0.9354 loss_cls: 0.2694 loss_box_reg: 0.2569 loss_mask: 0.2838 loss_rpn_cls: 0.05177 loss_rpn_loc: 0.0876 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:29:00] d2.utils.events INFO: eta: 6:40:30 iter: 29239 total_loss: 0.9184 loss_cls: 0.2468 loss_box_reg: 0.234 loss_mask: 0.2769 loss_rpn_cls: 0.05563 loss_rpn_loc: 0.08894 time: 0.3984 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:29:09] d2.utils.events INFO: eta: 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loss_rpn_cls: 0.04935 loss_rpn_loc: 0.07447 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:30:21] d2.utils.events INFO: eta: 6:39:53 iter: 29439 total_loss: 0.9139 loss_cls: 0.2509 loss_box_reg: 0.2407 loss_mask: 0.2778 loss_rpn_cls: 0.05117 loss_rpn_loc: 0.1064 time: 0.3984 data_time: 0.0073 lr: 0.02 max_mem: 7219M [03/21 15:30:29] d2.utils.events INFO: eta: 6:39:45 iter: 29459 total_loss: 0.8997 loss_cls: 0.2566 loss_box_reg: 0.2368 loss_mask: 0.2802 loss_rpn_cls: 0.04647 loss_rpn_loc: 0.07595 time: 0.3984 data_time: 0.0073 lr: 0.02 max_mem: 7219M [03/21 15:30:37] d2.utils.events INFO: eta: 6:39:29 iter: 29479 total_loss: 0.8102 loss_cls: 0.2202 loss_box_reg: 0.2239 loss_mask: 0.2677 loss_rpn_cls: 0.04725 loss_rpn_loc: 0.06233 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 15:30:45] d2.utils.events INFO: eta: 6:39:21 iter: 29499 total_loss: 0.9312 loss_cls: 0.2527 loss_box_reg: 0.2411 loss_mask: 0.2788 loss_rpn_cls: 0.05211 loss_rpn_loc: 0.08022 time: 0.3984 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:30:52] d2.utils.events INFO: eta: 6:39:10 iter: 29519 total_loss: 0.9408 loss_cls: 0.255 loss_box_reg: 0.2525 loss_mask: 0.2793 loss_rpn_cls: 0.05373 loss_rpn_loc: 0.08398 time: 0.3984 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:31:00] d2.utils.events INFO: eta: 6:39:02 iter: 29539 total_loss: 0.8859 loss_cls: 0.2464 loss_box_reg: 0.2312 loss_mask: 0.2683 loss_rpn_cls: 0.05385 loss_rpn_loc: 0.08524 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:31:08] d2.utils.events INFO: eta: 6:39:00 iter: 29559 total_loss: 0.9112 loss_cls: 0.2511 loss_box_reg: 0.2443 loss_mask: 0.2812 loss_rpn_cls: 0.04261 loss_rpn_loc: 0.08379 time: 0.3984 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:31:16] d2.utils.events INFO: eta: 6:39:01 iter: 29579 total_loss: 0.9157 loss_cls: 0.258 loss_box_reg: 0.2435 loss_mask: 0.2768 loss_rpn_cls: 0.05124 loss_rpn_loc: 0.07591 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 15:31:24] d2.utils.events INFO: eta: 6:38:59 iter: 29599 total_loss: 0.9259 loss_cls: 0.2432 loss_box_reg: 0.2425 loss_mask: 0.2831 loss_rpn_cls: 0.05197 loss_rpn_loc: 0.08963 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 15:31:32] d2.utils.events INFO: eta: 6:38:42 iter: 29619 total_loss: 0.9433 loss_cls: 0.2476 loss_box_reg: 0.2466 loss_mask: 0.2852 loss_rpn_cls: 0.04802 loss_rpn_loc: 0.09155 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:31:40] d2.utils.events INFO: eta: 6:38:38 iter: 29639 total_loss: 0.8904 loss_cls: 0.242 loss_box_reg: 0.2378 loss_mask: 0.2628 loss_rpn_cls: 0.04601 loss_rpn_loc: 0.08645 time: 0.3984 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:31:48] d2.utils.events INFO: eta: 6:38:30 iter: 29659 total_loss: 0.8875 loss_cls: 0.2308 loss_box_reg: 0.235 loss_mask: 0.2798 loss_rpn_cls: 0.04659 loss_rpn_loc: 0.07611 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 15:31:55] d2.utils.events INFO: eta: 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0.2477 loss_box_reg: 0.25 loss_mask: 0.2826 loss_rpn_cls: 0.05271 loss_rpn_loc: 0.08268 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:32:36] d2.utils.events INFO: eta: 6:36:22 iter: 29779 total_loss: 0.8834 loss_cls: 0.2399 loss_box_reg: 0.2365 loss_mask: 0.2798 loss_rpn_cls: 0.04712 loss_rpn_loc: 0.08017 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 15:32:44] d2.utils.events INFO: eta: 6:36:21 iter: 29799 total_loss: 0.8238 loss_cls: 0.2323 loss_box_reg: 0.224 loss_mask: 0.265 loss_rpn_cls: 0.0461 loss_rpn_loc: 0.0682 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:32:52] d2.utils.events INFO: eta: 6:36:15 iter: 29819 total_loss: 0.9151 loss_cls: 0.2691 loss_box_reg: 0.2582 loss_mask: 0.271 loss_rpn_cls: 0.05039 loss_rpn_loc: 0.0779 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 15:33:00] d2.utils.events INFO: eta: 6:36:04 iter: 29839 total_loss: 0.9309 loss_cls: 0.2545 loss_box_reg: 0.2446 loss_mask: 0.2798 loss_rpn_cls: 0.04767 loss_rpn_loc: 0.08414 time: 0.3984 data_time: 0.0060 lr: 0.02 max_mem: 7219M [03/21 15:33:08] d2.utils.events INFO: eta: 6:35:59 iter: 29859 total_loss: 0.9278 loss_cls: 0.2531 loss_box_reg: 0.2417 loss_mask: 0.2848 loss_rpn_cls: 0.05605 loss_rpn_loc: 0.08186 time: 0.3984 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 15:33:16] d2.utils.events INFO: eta: 6:35:53 iter: 29879 total_loss: 0.8752 loss_cls: 0.2466 loss_box_reg: 0.2365 loss_mask: 0.2687 loss_rpn_cls: 0.04852 loss_rpn_loc: 0.07698 time: 0.3984 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 15:33:23] d2.utils.events INFO: eta: 6:35:44 iter: 29899 total_loss: 0.8572 loss_cls: 0.2451 loss_box_reg: 0.2212 loss_mask: 0.2732 loss_rpn_cls: 0.04965 loss_rpn_loc: 0.07634 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:33:31] d2.utils.events INFO: eta: 6:35:36 iter: 29919 total_loss: 0.8324 loss_cls: 0.2324 loss_box_reg: 0.2248 loss_mask: 0.2667 loss_rpn_cls: 0.04572 loss_rpn_loc: 0.08339 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 15:33:39] d2.utils.events INFO: eta: 6:35:15 iter: 29939 total_loss: 0.8971 loss_cls: 0.2539 loss_box_reg: 0.2488 loss_mask: 0.2745 loss_rpn_cls: 0.04465 loss_rpn_loc: 0.07859 time: 0.3984 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:33:47] d2.utils.events INFO: eta: 6:35:10 iter: 29959 total_loss: 0.8362 loss_cls: 0.2147 loss_box_reg: 0.2266 loss_mask: 0.2765 loss_rpn_cls: 0.05074 loss_rpn_loc: 0.07 time: 0.3984 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:33:55] d2.utils.events INFO: eta: 6:34:51 iter: 29979 total_loss: 0.8903 loss_cls: 0.2524 loss_box_reg: 0.2333 loss_mask: 0.2802 loss_rpn_cls: 0.05549 loss_rpn_loc: 0.08556 time: 0.3984 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 15:34:03] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 15:34:24] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 15:34:46] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 15:34:47] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0029999.pth [03/21 15:34:48] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 15:34:49] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 15:34:49] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 15:34:49] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 15:34:49] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 15:34:50] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 15:34:57] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0573 s / img. ETA=0:00:50 [03/21 15:35:02] d2.evaluation.evaluator INFO: Inference done 76/625. 0.0564 s / img. ETA=0:00:42 [03/21 15:35:07] d2.evaluation.evaluator INFO: Inference done 134/625. 0.0563 s / img. ETA=0:00:40 [03/21 15:35:12] d2.evaluation.evaluator INFO: Inference done 194/625. 0.0563 s / img. ETA=0:00:35 [03/21 15:35:17] d2.evaluation.evaluator INFO: Inference done 258/625. 0.0563 s / img. ETA=0:00:30 [03/21 15:35:22] d2.evaluation.evaluator INFO: Inference done 321/625. 0.0562 s / img. ETA=0:00:24 [03/21 15:35:27] d2.evaluation.evaluator INFO: Inference done 384/625. 0.0563 s / img. ETA=0:00:19 [03/21 15:35:32] d2.evaluation.evaluator INFO: Inference done 450/625. 0.0562 s / img. ETA=0:00:14 [03/21 15:35:37] d2.evaluation.evaluator INFO: Inference done 514/625. 0.0562 s / img. ETA=0:00:08 [03/21 15:35:42] d2.evaluation.evaluator INFO: Inference done 574/625. 0.0562 s / img. ETA=0:00:04 [03/21 15:35:47] d2.evaluation.evaluator INFO: Total inference time: 0:00:50.242798 (0.081037 s / img per device, on 8 devices) [03/21 15:35:47] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.056220 s / img per device, on 8 devices) [03/21 15:35:50] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 15:35:50] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 15:35:52] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 15:35:52] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 15:36:02] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 9.98 seconds. [03/21 15:36:02] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 15:36:03] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.99 seconds. [03/21 15:36:03] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 29.108 | 47.454 | 31.377 | 16.464 | 31.587 | 38.378 | [03/21 15:36:03] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 48.357 | bicycle | 20.846 | car | 36.470 | | motorcycle | 26.241 | airplane | 46.837 | bus | 50.976 | | train | 46.193 | truck | 24.628 | boat | 14.445 | | traffic light | 21.052 | fire hydrant | 58.973 | stop sign | 51.813 | | parking meter | 31.938 | bench | 16.195 | bird | 26.889 | | cat | 50.837 | dog | 42.319 | horse | 37.139 | | sheep | 35.381 | cow | 40.081 | elephant | 45.811 | | bear | 53.136 | zebra | 55.932 | giraffe | 57.453 | | backpack | 9.851 | umbrella | 27.060 | handbag | 7.638 | | tie | 24.013 | suitcase | 19.738 | frisbee | 48.296 | | skis | 12.406 | snowboard | 25.589 | sports ball | 38.405 | | kite | 35.209 | baseball bat | 16.287 | baseball glove | 25.128 | | skateboard | 36.790 | surfboard | 20.432 | tennis racket | 35.924 | | bottle | 29.833 | wine glass | 26.769 | cup | 30.283 | | fork | 16.994 | knife | 5.454 | spoon | 6.579 | | bowl | 31.918 | banana | 15.098 | apple | 11.716 | | sandwich | 25.013 | orange | 21.446 | broccoli | 19.210 | | carrot | 14.098 | hot dog | 18.278 | pizza | 41.651 | | donut | 27.293 | cake | 23.525 | chair | 17.376 | | couch | 30.304 | potted plant | 17.653 | bed | 33.221 | | dining table | 19.982 | toilet | 42.829 | tv | 42.958 | | laptop | 45.561 | mouse | 50.946 | remote | 17.271 | | keyboard | 38.437 | cell phone | 24.000 | microwave | 40.724 | | oven | 19.971 | toaster | 12.673 | sink | 22.579 | | refrigerator | 35.422 | book | 8.291 | clock | 43.639 | | vase | 24.455 | scissors | 11.479 | teddy bear | 31.716 | | hair drier | 0.000 | toothbrush | 9.265 | | | [03/21 15:36:11] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 15:36:24] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.12 seconds. [03/21 15:36:24] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 15:36:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.17 seconds. [03/21 15:36:26] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 27.286 | 44.919 | 28.725 | 12.292 | 28.833 | 40.094 | [03/21 15:36:26] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 41.646 | bicycle | 11.036 | car | 34.820 | | motorcycle | 20.678 | airplane | 40.686 | bus | 52.888 | | train | 48.495 | truck | 24.815 | boat | 13.944 | | traffic light | 20.853 | fire hydrant | 55.683 | stop sign | 53.746 | | parking meter | 35.546 | bench | 10.640 | bird | 22.725 | | cat | 55.256 | dog | 44.762 | horse | 26.118 | | sheep | 30.705 | cow | 36.435 | elephant | 41.667 | | bear | 53.557 | zebra | 46.353 | giraffe | 42.881 | | backpack | 10.490 | umbrella | 34.465 | handbag | 9.256 | | tie | 25.370 | suitcase | 20.616 | frisbee | 50.627 | | skis | 0.560 | snowboard | 13.902 | sports ball | 39.408 | | kite | 25.769 | baseball bat | 14.026 | baseball glove | 28.104 | | skateboard | 18.837 | surfboard | 16.869 | tennis racket | 45.317 | | bottle | 29.016 | wine glass | 23.490 | cup | 31.490 | | fork | 6.686 | knife | 3.131 | spoon | 4.536 | | bowl | 30.377 | banana | 10.805 | apple | 12.126 | | sandwich | 26.907 | orange | 21.729 | broccoli | 18.004 | | carrot | 12.369 | hot dog | 12.991 | pizza | 41.792 | | donut | 28.739 | cake | 24.957 | chair | 11.448 | | couch | 25.849 | potted plant | 15.183 | bed | 24.626 | | dining table | 10.620 | toilet | 46.837 | tv | 45.748 | | laptop | 48.426 | mouse | 51.694 | remote | 18.630 | | keyboard | 39.560 | cell phone | 24.443 | microwave | 42.185 | | oven | 19.655 | toaster | 15.710 | sink | 21.350 | | refrigerator | 37.428 | book | 5.228 | clock | 45.298 | | vase | 24.895 | scissors | 10.407 | teddy bear | 32.432 | | hair drier | 0.000 | toothbrush | 6.506 | | | [03/21 15:36:27] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 15:36:27] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 15:36:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 15:36:27] d2.evaluation.testing INFO: copypaste: 29.1078,47.4544,31.3766,16.4641,31.5874,38.3779 [03/21 15:36:27] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 15:36:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 15:36:27] d2.evaluation.testing INFO: copypaste: 27.2857,44.9187,28.7253,12.2921,28.8327,40.0943 [03/21 15:36:27] d2.utils.events INFO: eta: 6:34:08 iter: 29999 total_loss: 0.9085 loss_cls: 0.2519 loss_box_reg: 0.2309 loss_mask: 0.2689 loss_rpn_cls: 0.04629 loss_rpn_loc: 0.06884 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:36:35] d2.utils.events INFO: eta: 6:33:51 iter: 30019 total_loss: 0.9671 loss_cls: 0.2746 loss_box_reg: 0.2528 loss_mask: 0.282 loss_rpn_cls: 0.05739 loss_rpn_loc: 0.08806 time: 0.3983 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 15:36:43] d2.utils.events INFO: eta: 6:33:22 iter: 30039 total_loss: 0.854 loss_cls: 0.2428 loss_box_reg: 0.2285 loss_mask: 0.2735 loss_rpn_cls: 0.0457 loss_rpn_loc: 0.0759 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 15:36:51] d2.utils.events INFO: eta: 6:33:00 iter: 30059 total_loss: 0.8513 loss_cls: 0.2323 loss_box_reg: 0.2362 loss_mask: 0.27 loss_rpn_cls: 0.05118 loss_rpn_loc: 0.08135 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 15:36:59] d2.utils.events INFO: eta: 6:32:33 iter: 30079 total_loss: 0.8832 loss_cls: 0.2275 loss_box_reg: 0.2232 loss_mask: 0.2656 loss_rpn_cls: 0.04666 loss_rpn_loc: 0.07756 time: 0.3983 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 15:37:07] d2.utils.events INFO: eta: 6:32:12 iter: 30099 total_loss: 0.9176 loss_cls: 0.2461 loss_box_reg: 0.2405 loss_mask: 0.2713 loss_rpn_cls: 0.06065 loss_rpn_loc: 0.08408 time: 0.3983 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 15:37:15] d2.utils.events INFO: eta: 6:32:03 iter: 30119 total_loss: 0.8609 loss_cls: 0.2431 loss_box_reg: 0.2344 loss_mask: 0.2853 loss_rpn_cls: 0.0489 loss_rpn_loc: 0.07465 time: 0.3983 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:37:23] d2.utils.events INFO: eta: 6:31:42 iter: 30139 total_loss: 0.9231 loss_cls: 0.2386 loss_box_reg: 0.261 loss_mask: 0.2742 loss_rpn_cls: 0.05767 loss_rpn_loc: 0.08754 time: 0.3983 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:37:31] d2.utils.events INFO: eta: 6:31:47 iter: 30159 total_loss: 0.891 loss_cls: 0.2406 loss_box_reg: 0.2488 loss_mask: 0.2632 loss_rpn_cls: 0.05198 loss_rpn_loc: 0.07599 time: 0.3983 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 15:37:39] d2.utils.events INFO: eta: 6:31:46 iter: 30179 total_loss: 0.9233 loss_cls: 0.25 loss_box_reg: 0.2599 loss_mask: 0.2833 loss_rpn_cls: 0.0516 loss_rpn_loc: 0.07483 time: 0.3983 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:37:47] d2.utils.events INFO: eta: 6:31:50 iter: 30199 total_loss: 0.9025 loss_cls: 0.245 loss_box_reg: 0.2506 loss_mask: 0.282 loss_rpn_cls: 0.05166 loss_rpn_loc: 0.08259 time: 0.3983 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 15:37:55] d2.utils.events INFO: eta: 6:31:30 iter: 30219 total_loss: 0.9577 loss_cls: 0.2701 loss_box_reg: 0.262 loss_mask: 0.279 loss_rpn_cls: 0.06462 loss_rpn_loc: 0.07871 time: 0.3983 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 15:38:03] d2.utils.events INFO: eta: 6:31:18 iter: 30239 total_loss: 0.9671 loss_cls: 0.2542 loss_box_reg: 0.239 loss_mask: 0.2882 loss_rpn_cls: 0.0607 loss_rpn_loc: 0.08468 time: 0.3983 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 15:38:11] d2.utils.events INFO: eta: 6:30:53 iter: 30259 total_loss: 0.952 loss_cls: 0.2611 loss_box_reg: 0.2522 loss_mask: 0.2793 loss_rpn_cls: 0.05606 loss_rpn_loc: 0.07962 time: 0.3983 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 15:38:19] d2.utils.events INFO: eta: 6:30:10 iter: 30279 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d2.utils.events INFO: eta: 6:29:45 iter: 30619 total_loss: 0.9494 loss_cls: 0.2583 loss_box_reg: 0.2438 loss_mask: 0.2836 loss_rpn_cls: 0.05327 loss_rpn_loc: 0.09488 time: 0.3983 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 15:40:43] d2.utils.events INFO: eta: 6:29:48 iter: 30639 total_loss: 0.893 loss_cls: 0.2377 loss_box_reg: 0.2308 loss_mask: 0.2706 loss_rpn_cls: 0.04793 loss_rpn_loc: 0.0658 time: 0.3983 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 15:40:51] d2.utils.events INFO: eta: 6:30:01 iter: 30659 total_loss: 0.9612 loss_cls: 0.2702 loss_box_reg: 0.2572 loss_mask: 0.2842 loss_rpn_cls: 0.0535 loss_rpn_loc: 0.08522 time: 0.3983 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 15:40:59] d2.utils.events INFO: eta: 6:30:30 iter: 30679 total_loss: 0.9057 loss_cls: 0.2466 loss_box_reg: 0.2427 loss_mask: 0.2798 loss_rpn_cls: 0.05248 loss_rpn_loc: 0.07423 time: 0.3983 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 15:41:07] d2.utils.events INFO: eta: 6:30:23 iter: 30699 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loss_rpn_loc: 0.068 time: 0.3981 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 16:42:30] d2.utils.events INFO: eta: 5:32:20 iter: 39939 total_loss: 0.8927 loss_cls: 0.2245 loss_box_reg: 0.2367 loss_mask: 0.2705 loss_rpn_cls: 0.05876 loss_rpn_loc: 0.09445 time: 0.3981 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 16:42:38] d2.utils.events INFO: eta: 5:32:46 iter: 39959 total_loss: 0.9223 loss_cls: 0.2471 loss_box_reg: 0.2421 loss_mask: 0.2648 loss_rpn_cls: 0.05144 loss_rpn_loc: 0.08431 time: 0.3981 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 16:42:46] d2.utils.events INFO: eta: 5:32:51 iter: 39979 total_loss: 0.8549 loss_cls: 0.2323 loss_box_reg: 0.2296 loss_mask: 0.2692 loss_rpn_cls: 0.049 loss_rpn_loc: 0.07652 time: 0.3981 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 16:42:54] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 16:43:16] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 16:43:38] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 16:43:38] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0039999.pth [03/21 16:43:40] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 16:43:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 16:43:41] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 16:43:41] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 16:43:41] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 16:43:41] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 16:43:48] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0554 s / img. ETA=0:00:46 [03/21 16:43:53] d2.evaluation.evaluator INFO: Inference done 77/625. 0.0557 s / img. ETA=0:00:41 [03/21 16:43:59] d2.evaluation.evaluator INFO: Inference done 141/625. 0.0557 s / img. ETA=0:00:37 [03/21 16:44:04] d2.evaluation.evaluator INFO: Inference done 206/625. 0.0558 s / img. ETA=0:00:32 [03/21 16:44:09] d2.evaluation.evaluator INFO: Inference done 273/625. 0.0556 s / img. ETA=0:00:27 [03/21 16:44:14] d2.evaluation.evaluator INFO: Inference done 336/625. 0.0558 s / img. ETA=0:00:22 [03/21 16:44:19] d2.evaluation.evaluator INFO: Inference done 403/625. 0.0558 s / img. ETA=0:00:17 [03/21 16:44:24] d2.evaluation.evaluator INFO: Inference done 472/625. 0.0557 s / img. ETA=0:00:11 [03/21 16:44:29] d2.evaluation.evaluator INFO: Inference done 536/625. 0.0557 s / img. ETA=0:00:06 [03/21 16:44:34] d2.evaluation.evaluator INFO: Inference done 600/625. 0.0557 s / img. ETA=0:00:01 [03/21 16:44:36] d2.evaluation.evaluator INFO: Total inference time: 0:00:48.022353 (0.077455 s / img per device, on 8 devices) [03/21 16:44:36] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.055742 s / img per device, on 8 devices) [03/21 16:44:40] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 16:44:40] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 16:44:42] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 16:44:42] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 16:44:53] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.87 seconds. [03/21 16:44:53] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 16:44:54] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.91 seconds. [03/21 16:44:54] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 30.341 | 49.043 | 32.754 | 17.528 | 33.427 | 37.983 | [03/21 16:44:54] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.765 | bicycle | 19.224 | car | 38.603 | | motorcycle | 29.871 | airplane | 48.328 | bus | 51.192 | | train | 49.249 | truck | 26.793 | boat | 18.956 | | traffic light | 21.662 | fire hydrant | 58.414 | stop sign | 54.641 | | parking meter | 35.795 | bench | 16.324 | bird | 28.268 | | cat | 53.648 | dog | 35.876 | horse | 41.509 | | sheep | 37.861 | cow | 44.578 | elephant | 49.545 | | bear | 47.846 | zebra | 57.451 | giraffe | 54.228 | | backpack | 8.868 | umbrella | 28.129 | handbag | 8.256 | | tie | 20.842 | suitcase | 24.477 | frisbee | 53.565 | | skis | 11.793 | snowboard | 17.658 | sports ball | 42.833 | | kite | 32.746 | baseball bat | 17.901 | baseball glove | 27.824 | | skateboard | 36.588 | surfboard | 27.719 | tennis racket | 34.770 | | bottle | 31.927 | wine glass | 29.527 | cup | 33.523 | | fork | 19.521 | knife | 8.957 | spoon | 8.038 | | bowl | 31.340 | banana | 16.065 | apple | 11.037 | | sandwich | 18.836 | orange | 23.856 | broccoli | 19.938 | | carrot | 10.549 | hot dog | 14.599 | pizza | 39.621 | | donut | 38.136 | cake | 24.658 | chair | 18.534 | | couch | 33.111 | potted plant | 18.744 | bed | 32.023 | | dining table | 22.240 | toilet | 45.057 | tv | 43.450 | | laptop | 46.653 | mouse | 51.356 | remote | 19.726 | | keyboard | 39.408 | cell phone | 26.145 | microwave | 42.902 | | oven | 22.556 | toaster | 19.637 | sink | 26.911 | | refrigerator | 40.617 | book | 10.649 | clock | 40.172 | | vase | 27.880 | scissors | 11.828 | teddy bear | 35.083 | | hair drier | 0.000 | toothbrush | 10.841 | | | [03/21 16:44:59] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 16:45:14] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.16 seconds. [03/21 16:45:14] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 16:45:15] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.09 seconds. [03/21 16:45:15] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 28.367 | 46.504 | 29.879 | 13.130 | 30.383 | 40.107 | [03/21 16:45:15] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 41.614 | bicycle | 11.188 | car | 35.460 | | motorcycle | 22.165 | airplane | 39.822 | bus | 52.287 | | train | 49.852 | truck | 26.763 | boat | 16.219 | | traffic light | 20.947 | fire hydrant | 56.806 | stop sign | 57.719 | | parking meter | 38.382 | bench | 10.688 | bird | 23.678 | | cat | 55.591 | dog | 37.626 | horse | 30.824 | | sheep | 35.722 | cow | 37.948 | elephant | 45.117 | | bear | 50.075 | zebra | 48.643 | giraffe | 41.973 | | backpack | 10.816 | umbrella | 36.886 | handbag | 9.172 | | tie | 22.190 | suitcase | 26.470 | frisbee | 52.722 | | skis | 1.255 | snowboard | 13.326 | sports ball | 41.992 | | kite | 24.620 | baseball bat | 17.412 | baseball glove | 29.846 | | skateboard | 19.137 | surfboard | 22.059 | tennis racket | 45.074 | | bottle | 31.964 | wine glass | 24.655 | cup | 35.588 | | fork | 6.882 | knife | 3.752 | spoon | 5.106 | | bowl | 29.991 | banana | 12.350 | apple | 10.728 | | sandwich | 20.091 | orange | 23.971 | broccoli | 19.432 | | carrot | 9.222 | hot dog | 8.020 | pizza | 40.428 | | donut | 39.460 | cake | 26.013 | chair | 12.373 | | couch | 28.511 | potted plant | 16.144 | bed | 25.384 | | dining table | 10.881 | toilet | 49.936 | tv | 45.623 | | laptop | 49.225 | mouse | 52.411 | remote | 20.793 | | keyboard | 38.989 | cell phone | 26.133 | microwave | 44.652 | | oven | 21.568 | toaster | 22.970 | sink | 25.362 | | refrigerator | 42.620 | book | 5.363 | clock | 41.747 | | vase | 29.825 | scissors | 9.883 | teddy bear | 34.454 | | hair drier | 0.000 | toothbrush | 6.739 | | | [03/21 16:45:16] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 16:45:16] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 16:45:16] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 16:45:16] d2.evaluation.testing INFO: copypaste: 30.3406,49.0431,32.7539,17.5275,33.4274,37.9826 [03/21 16:45:16] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 16:45:16] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 16:45:16] d2.evaluation.testing INFO: copypaste: 28.3666,46.5037,29.8793,13.1301,30.3832,40.1068 [03/21 16:45:16] d2.utils.events INFO: eta: 5:32:48 iter: 39999 total_loss: 0.9739 loss_cls: 0.2698 loss_box_reg: 0.2681 loss_mask: 0.2954 loss_rpn_cls: 0.05394 loss_rpn_loc: 0.08789 time: 0.3981 data_time: 0.0072 lr: 0.02 max_mem: 7219M [03/21 16:45:25] d2.utils.events INFO: eta: 5:32:20 iter: 40019 total_loss: 0.892 loss_cls: 0.2391 loss_box_reg: 0.2466 loss_mask: 0.2685 loss_rpn_cls: 0.05156 loss_rpn_loc: 0.06991 time: 0.3981 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 16:45:32] d2.utils.events INFO: eta: 5:31:59 iter: 40039 total_loss: 0.8661 loss_cls: 0.2337 loss_box_reg: 0.2267 loss_mask: 0.2859 loss_rpn_cls: 0.05231 loss_rpn_loc: 0.08857 time: 0.3981 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 16:45:40] d2.utils.events INFO: eta: 5:31:15 iter: 40059 total_loss: 0.8796 loss_cls: 0.2407 loss_box_reg: 0.2185 loss_mask: 0.2695 loss_rpn_cls: 0.05053 loss_rpn_loc: 0.0889 time: 0.3981 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 16:45:48] d2.utils.events INFO: eta: 5:30:46 iter: 40079 total_loss: 0.889 loss_cls: 0.2249 loss_box_reg: 0.2254 loss_mask: 0.2833 loss_rpn_cls: 0.05332 loss_rpn_loc: 0.07478 time: 0.3981 data_time: 0.0061 lr: 0.02 max_mem: 7219M [03/21 16:45:56] d2.utils.events INFO: eta: 5:30:27 iter: 40099 total_loss: 0.9359 loss_cls: 0.2511 loss_box_reg: 0.2443 loss_mask: 0.2768 loss_rpn_cls: 0.05825 loss_rpn_loc: 0.09312 time: 0.3981 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 16:46:04] d2.utils.events INFO: eta: 5:29:48 iter: 40119 total_loss: 0.845 loss_cls: 0.2342 loss_box_reg: 0.2114 loss_mask: 0.2792 loss_rpn_cls: 0.04963 loss_rpn_loc: 0.07795 time: 0.3981 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 16:46:12] d2.utils.events INFO: eta: 5:29:37 iter: 40139 total_loss: 0.9166 loss_cls: 0.2659 loss_box_reg: 0.2417 loss_mask: 0.2877 loss_rpn_cls: 0.05507 loss_rpn_loc: 0.07025 time: 0.3981 data_time: 0.0072 lr: 0.02 max_mem: 7219M [03/21 16:46:20] d2.utils.events INFO: eta: 5:29:06 iter: 40159 total_loss: 0.8792 loss_cls: 0.257 loss_box_reg: 0.2384 loss_mask: 0.269 loss_rpn_cls: 0.04459 loss_rpn_loc: 0.09718 time: 0.3981 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 16:46:28] d2.utils.events INFO: eta: 5:28:45 iter: 40179 total_loss: 0.9319 loss_cls: 0.2573 loss_box_reg: 0.2486 loss_mask: 0.2748 loss_rpn_cls: 0.05331 loss_rpn_loc: 0.08877 time: 0.3981 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 16:46:36] d2.utils.events INFO: eta: 5:28:27 iter: 40199 total_loss: 0.9009 loss_cls: 0.2339 loss_box_reg: 0.243 loss_mask: 0.2845 loss_rpn_cls: 0.04964 loss_rpn_loc: 0.07374 time: 0.3981 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 16:46:44] d2.utils.events INFO: eta: 5:28:14 iter: 40219 total_loss: 0.8564 loss_cls: 0.2387 loss_box_reg: 0.238 loss_mask: 0.2832 loss_rpn_cls: 0.04423 loss_rpn_loc: 0.0684 time: 0.3980 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 16:46:51] d2.utils.events INFO: eta: 5:27:54 iter: 40239 total_loss: 0.8958 loss_cls: 0.25 loss_box_reg: 0.2493 loss_mask: 0.2723 loss_rpn_cls: 0.05346 loss_rpn_loc: 0.08975 time: 0.3980 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 16:46:59] d2.utils.events INFO: eta: 5:27:20 iter: 40259 total_loss: 0.783 loss_cls: 0.2124 loss_box_reg: 0.2085 loss_mask: 0.2535 loss_rpn_cls: 0.0437 loss_rpn_loc: 0.0615 time: 0.3980 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 16:47:07] d2.utils.events INFO: eta: 5:26:56 iter: 40279 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0.05006 loss_rpn_loc: 0.1053 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:48:18] d2.utils.events INFO: eta: 4:27:28 iter: 49439 total_loss: 0.9043 loss_cls: 0.2414 loss_box_reg: 0.2338 loss_mask: 0.2709 loss_rpn_cls: 0.05963 loss_rpn_loc: 0.1019 time: 0.3983 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 17:48:26] d2.utils.events INFO: eta: 4:27:23 iter: 49459 total_loss: 0.8378 loss_cls: 0.2191 loss_box_reg: 0.2158 loss_mask: 0.2584 loss_rpn_cls: 0.04726 loss_rpn_loc: 0.07481 time: 0.3983 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 17:48:35] d2.utils.events INFO: eta: 4:27:12 iter: 49479 total_loss: 0.8103 loss_cls: 0.22 loss_box_reg: 0.2273 loss_mask: 0.2755 loss_rpn_cls: 0.04105 loss_rpn_loc: 0.0611 time: 0.3983 data_time: 0.0062 lr: 0.02 max_mem: 7219M [03/21 17:48:43] d2.utils.events INFO: eta: 4:26:56 iter: 49499 total_loss: 0.9041 loss_cls: 0.2566 loss_box_reg: 0.2545 loss_mask: 0.2809 loss_rpn_cls: 0.05191 loss_rpn_loc: 0.07381 time: 0.3983 data_time: 0.0061 lr: 0.02 max_mem: 7219M [03/21 17:48:50] d2.utils.events INFO: eta: 4:26:42 iter: 49519 total_loss: 0.8749 loss_cls: 0.2528 loss_box_reg: 0.2339 loss_mask: 0.2711 loss_rpn_cls: 0.04749 loss_rpn_loc: 0.07626 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:48:58] d2.utils.events INFO: eta: 4:26:30 iter: 49539 total_loss: 0.8964 loss_cls: 0.2403 loss_box_reg: 0.2276 loss_mask: 0.2771 loss_rpn_cls: 0.05482 loss_rpn_loc: 0.07865 time: 0.3983 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 17:49:06] d2.utils.events INFO: eta: 4:26:12 iter: 49559 total_loss: 0.8688 loss_cls: 0.2431 loss_box_reg: 0.2198 loss_mask: 0.2717 loss_rpn_cls: 0.04886 loss_rpn_loc: 0.07921 time: 0.3983 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 17:49:14] d2.utils.events INFO: eta: 4:26:03 iter: 49579 total_loss: 0.8868 loss_cls: 0.2396 loss_box_reg: 0.2383 loss_mask: 0.2697 loss_rpn_cls: 0.04853 loss_rpn_loc: 0.07617 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:49:22] d2.utils.events INFO: eta: 4:25:55 iter: 49599 total_loss: 0.8438 loss_cls: 0.2346 loss_box_reg: 0.2351 loss_mask: 0.2604 loss_rpn_cls: 0.0491 loss_rpn_loc: 0.06561 time: 0.3983 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 17:49:30] d2.utils.events INFO: eta: 4:25:50 iter: 49619 total_loss: 0.8956 loss_cls: 0.2559 loss_box_reg: 0.2467 loss_mask: 0.2711 loss_rpn_cls: 0.0507 loss_rpn_loc: 0.07782 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 17:49:38] d2.utils.events INFO: eta: 4:25:42 iter: 49639 total_loss: 0.9513 loss_cls: 0.272 loss_box_reg: 0.2642 loss_mask: 0.2741 loss_rpn_cls: 0.0623 loss_rpn_loc: 0.09195 time: 0.3983 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 17:49:46] d2.utils.events INFO: eta: 4:25:43 iter: 49659 total_loss: 0.8714 loss_cls: 0.2226 loss_box_reg: 0.2297 loss_mask: 0.2789 loss_rpn_cls: 0.04712 loss_rpn_loc: 0.07828 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:49:54] d2.utils.events INFO: eta: 4:25:37 iter: 49679 total_loss: 0.8708 loss_cls: 0.2484 loss_box_reg: 0.2308 loss_mask: 0.274 loss_rpn_cls: 0.04786 loss_rpn_loc: 0.07247 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:50:02] d2.utils.events INFO: eta: 4:25:29 iter: 49699 total_loss: 0.9089 loss_cls: 0.26 loss_box_reg: 0.2471 loss_mask: 0.2821 loss_rpn_cls: 0.04509 loss_rpn_loc: 0.08115 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 17:50:10] d2.utils.events INFO: eta: 4:25:23 iter: 49719 total_loss: 0.8735 loss_cls: 0.2305 loss_box_reg: 0.233 loss_mask: 0.2695 loss_rpn_cls: 0.05144 loss_rpn_loc: 0.07743 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 17:50:18] d2.utils.events INFO: eta: 4:25:14 iter: 49739 total_loss: 0.916 loss_cls: 0.2422 loss_box_reg: 0.2373 loss_mask: 0.2733 loss_rpn_cls: 0.04784 loss_rpn_loc: 0.0751 time: 0.3983 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:50:26] d2.utils.events INFO: eta: 4:25:07 iter: 49759 total_loss: 0.9106 loss_cls: 0.2565 loss_box_reg: 0.2528 loss_mask: 0.2763 loss_rpn_cls: 0.05704 loss_rpn_loc: 0.08557 time: 0.3983 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 17:50:34] d2.utils.events INFO: eta: 4:24:46 iter: 49779 total_loss: 0.886 loss_cls: 0.245 loss_box_reg: 0.234 loss_mask: 0.2632 loss_rpn_cls: 0.05496 loss_rpn_loc: 0.08527 time: 0.3983 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 17:50:42] d2.utils.events INFO: eta: 4:24:37 iter: 49799 total_loss: 0.875 loss_cls: 0.2443 loss_box_reg: 0.2326 loss_mask: 0.2616 loss_rpn_cls: 0.0493 loss_rpn_loc: 0.07318 time: 0.3983 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 17:50:50] d2.utils.events INFO: eta: 4:24:28 iter: 49819 total_loss: 0.9289 loss_cls: 0.2471 loss_box_reg: 0.2419 loss_mask: 0.2765 loss_rpn_cls: 0.0573 loss_rpn_loc: 0.07023 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 17:50:57] d2.utils.events INFO: eta: 4:24:20 iter: 49839 total_loss: 0.9314 loss_cls: 0.2577 loss_box_reg: 0.2553 loss_mask: 0.2751 loss_rpn_cls: 0.05034 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0.0067 lr: 0.02 max_mem: 7219M [03/21 17:51:37] d2.utils.events INFO: eta: 4:22:23 iter: 49939 total_loss: 0.8642 loss_cls: 0.236 loss_box_reg: 0.2283 loss_mask: 0.265 loss_rpn_cls: 0.04444 loss_rpn_loc: 0.07606 time: 0.3983 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 17:51:45] d2.utils.events INFO: eta: 4:22:02 iter: 49959 total_loss: 0.8588 loss_cls: 0.2296 loss_box_reg: 0.223 loss_mask: 0.2622 loss_rpn_cls: 0.06011 loss_rpn_loc: 0.06771 time: 0.3983 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 17:51:52] d2.utils.events INFO: eta: 4:21:42 iter: 49979 total_loss: 0.8964 loss_cls: 0.2581 loss_box_reg: 0.2292 loss_mask: 0.2643 loss_rpn_cls: 0.04759 loss_rpn_loc: 0.08422 time: 0.3982 data_time: 0.0070 lr: 0.02 max_mem: 7219M [03/21 17:52:00] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 17:52:23] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 17:52:45] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 17:52:45] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0049999.pth [03/21 17:52:47] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 17:52:48] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 17:52:48] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 17:52:48] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 17:52:48] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 17:52:48] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 17:52:55] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0559 s / img. ETA=0:00:48 [03/21 17:53:00] d2.evaluation.evaluator INFO: Inference done 78/625. 0.0556 s / img. ETA=0:00:41 [03/21 17:53:05] d2.evaluation.evaluator INFO: Inference done 140/625. 0.0557 s / img. ETA=0:00:38 [03/21 17:53:10] d2.evaluation.evaluator INFO: Inference done 202/625. 0.0558 s / img. ETA=0:00:33 [03/21 17:53:16] d2.evaluation.evaluator INFO: Inference done 267/625. 0.0558 s / img. ETA=0:00:28 [03/21 17:53:21] d2.evaluation.evaluator INFO: Inference done 330/625. 0.0558 s / img. ETA=0:00:23 [03/21 17:53:26] d2.evaluation.evaluator INFO: Inference done 395/625. 0.0558 s / img. ETA=0:00:18 [03/21 17:53:31] d2.evaluation.evaluator INFO: Inference done 463/625. 0.0558 s / img. ETA=0:00:12 [03/21 17:53:36] d2.evaluation.evaluator INFO: Inference done 526/625. 0.0558 s / img. ETA=0:00:07 [03/21 17:53:41] d2.evaluation.evaluator INFO: Inference done 588/625. 0.0558 s / img. ETA=0:00:02 [03/21 17:53:44] d2.evaluation.evaluator INFO: Total inference time: 0:00:49.058672 (0.079127 s / img per device, on 8 devices) [03/21 17:53:44] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.055841 s / img per device, on 8 devices) [03/21 17:53:48] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 17:53:48] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 17:53:49] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 17:53:49] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 17:54:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.38 seconds. [03/21 17:54:00] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 17:54:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.93 seconds. [03/21 17:54:01] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 31.223 | 50.260 | 33.579 | 18.078 | 34.143 | 39.937 | [03/21 17:54:01] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 50.516 | bicycle | 23.503 | car | 37.955 | | motorcycle | 35.886 | airplane | 51.266 | bus | 53.949 | | train | 47.800 | truck | 23.023 | boat | 17.809 | | traffic light | 23.011 | fire hydrant | 58.115 | stop sign | 53.925 | | parking meter | 35.856 | bench | 16.688 | bird | 27.354 | | cat | 51.415 | dog | 45.194 | horse | 42.701 | | sheep | 37.142 | cow | 42.989 | elephant | 50.974 | | bear | 54.366 | zebra | 56.311 | giraffe | 56.526 | | backpack | 8.709 | umbrella | 27.054 | handbag | 8.740 | | tie | 24.759 | suitcase | 22.331 | frisbee | 56.126 | | skis | 17.565 | snowboard | 25.061 | sports ball | 39.977 | | kite | 31.805 | baseball bat | 19.112 | baseball glove | 27.373 | | skateboard | 40.918 | surfboard | 26.179 | tennis racket | 34.965 | | bottle | 32.224 | wine glass | 28.816 | cup | 33.924 | | fork | 18.835 | knife | 10.561 | spoon | 8.850 | | bowl | 33.676 | banana | 18.390 | apple | 15.046 | | sandwich | 19.554 | orange | 25.502 | broccoli | 17.166 | | carrot | 12.634 | hot dog | 20.479 | pizza | 43.801 | | donut | 34.460 | cake | 23.980 | chair | 17.328 | | couch | 29.064 | potted plant | 17.655 | bed | 31.306 | | dining table | 22.047 | toilet | 45.840 | tv | 42.798 | | laptop | 46.067 | mouse | 49.062 | remote | 20.373 | | keyboard | 41.125 | cell phone | 27.274 | microwave | 43.723 | | oven | 20.196 | toaster | 33.518 | sink | 26.042 | | refrigerator | 36.566 | book | 10.878 | clock | 41.027 | | vase | 26.746 | scissors | 16.696 | teddy bear | 36.103 | | hair drier | 0.000 | toothbrush | 13.583 | | | [03/21 17:54:08] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 17:54:20] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.71 seconds. [03/21 17:54:20] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 17:54:22] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.14 seconds. [03/21 17:54:22] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 29.018 | 47.576 | 30.840 | 13.342 | 31.295 | 41.106 | [03/21 17:54:22] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 43.037 | bicycle | 13.385 | car | 34.440 | | motorcycle | 27.155 | airplane | 41.336 | bus | 54.820 | | train | 50.471 | truck | 23.482 | boat | 14.976 | | traffic light | 22.556 | fire hydrant | 57.096 | stop sign | 57.657 | | parking meter | 39.095 | bench | 11.183 | bird | 23.078 | | cat | 57.259 | dog | 45.096 | horse | 32.485 | | sheep | 34.255 | cow | 37.401 | elephant | 47.636 | | bear | 56.236 | zebra | 49.337 | giraffe | 43.099 | | backpack | 9.442 | umbrella | 35.122 | handbag | 9.340 | | tie | 24.885 | suitcase | 24.283 | frisbee | 56.744 | | skis | 1.440 | snowboard | 14.058 | sports ball | 39.572 | | kite | 22.546 | baseball bat | 17.714 | baseball glove | 30.884 | | skateboard | 20.199 | surfboard | 21.182 | tennis racket | 45.449 | | bottle | 31.377 | wine glass | 24.065 | cup | 34.578 | | fork | 8.175 | knife | 7.106 | spoon | 6.057 | | bowl | 32.128 | banana | 13.847 | apple | 14.836 | | sandwich | 19.714 | orange | 26.958 | broccoli | 16.850 | | carrot | 10.884 | hot dog | 16.783 | pizza | 44.434 | | donut | 35.998 | cake | 26.595 | chair | 10.808 | | couch | 24.170 | potted plant | 15.055 | bed | 25.497 | | dining table | 11.726 | toilet | 47.409 | tv | 46.503 | | laptop | 46.749 | mouse | 48.707 | remote | 18.815 | | keyboard | 42.016 | cell phone | 27.476 | microwave | 44.926 | | oven | 21.891 | toaster | 32.499 | sink | 24.879 | | refrigerator | 38.878 | book | 6.518 | clock | 42.060 | | vase | 26.732 | scissors | 14.455 | teddy bear | 34.246 | | hair drier | 0.000 | toothbrush | 9.622 | | | [03/21 17:54:23] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 17:54:23] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 17:54:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 17:54:23] d2.evaluation.testing INFO: copypaste: 31.2233,50.2596,33.5789,18.0775,34.1434,39.9372 [03/21 17:54:23] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 17:54:23] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 17:54:23] d2.evaluation.testing INFO: copypaste: 29.0181,47.5756,30.8403,13.3415,31.2949,41.1062 [03/21 17:54:23] d2.utils.events INFO: eta: 4:21:27 iter: 49999 total_loss: 0.8923 loss_cls: 0.2195 loss_box_reg: 0.2184 loss_mask: 0.2757 loss_rpn_cls: 0.04845 loss_rpn_loc: 0.09468 time: 0.3982 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 17:54:31] d2.utils.events INFO: eta: 4:21:18 iter: 50019 total_loss: 0.8606 loss_cls: 0.2155 loss_box_reg: 0.2132 loss_mask: 0.2572 loss_rpn_cls: 0.04956 loss_rpn_loc: 0.07188 time: 0.3982 data_time: 0.0069 lr: 0.02 max_mem: 7219M [03/21 17:54:39] d2.utils.events INFO: eta: 4:21:08 iter: 50039 total_loss: 0.9242 loss_cls: 0.246 loss_box_reg: 0.231 loss_mask: 0.2736 loss_rpn_cls: 0.0494 loss_rpn_loc: 0.08095 time: 0.3982 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 17:54:47] d2.utils.events INFO: eta: 4:20:50 iter: 50059 total_loss: 0.8719 loss_cls: 0.2377 loss_box_reg: 0.2075 loss_mask: 0.2702 loss_rpn_cls: 0.05376 loss_rpn_loc: 0.0705 time: 0.3982 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 17:54:54] d2.utils.events INFO: eta: 4:20:42 iter: 50079 total_loss: 0.8736 loss_cls: 0.2561 loss_box_reg: 0.2228 loss_mask: 0.2577 loss_rpn_cls: 0.04991 loss_rpn_loc: 0.07493 time: 0.3982 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 17:55:02] d2.utils.events INFO: eta: 4:20:33 iter: 50099 total_loss: 0.8812 loss_cls: 0.2408 loss_box_reg: 0.2266 loss_mask: 0.2755 loss_rpn_cls: 0.04556 loss_rpn_loc: 0.07922 time: 0.3982 data_time: 0.0067 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[03/21 18:26:42] d2.utils.events INFO: eta: 3:53:46 iter: 54819 total_loss: 0.8404 loss_cls: 0.2436 loss_box_reg: 0.2191 loss_mask: 0.2601 loss_rpn_cls: 0.04037 loss_rpn_loc: 0.0661 time: 0.3985 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 18:26:50] d2.utils.events INFO: eta: 3:53:35 iter: 54839 total_loss: 0.854 loss_cls: 0.2278 loss_box_reg: 0.2207 loss_mask: 0.2475 loss_rpn_cls: 0.05017 loss_rpn_loc: 0.07604 time: 0.3985 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 18:26:58] d2.utils.events INFO: eta: 3:53:31 iter: 54859 total_loss: 0.8793 loss_cls: 0.2308 loss_box_reg: 0.2336 loss_mask: 0.2617 loss_rpn_cls: 0.05347 loss_rpn_loc: 0.0873 time: 0.3985 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 18:27:06] d2.utils.events INFO: eta: 3:53:23 iter: 54879 total_loss: 0.8364 loss_cls: 0.2206 loss_box_reg: 0.2208 loss_mask: 0.2672 loss_rpn_cls: 0.05309 loss_rpn_loc: 0.06625 time: 0.3985 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 18:27:14] d2.utils.events INFO: eta: 3:53:09 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[03/21 18:53:05] d2.utils.events INFO: eta: 3:27:27 iter: 58759 total_loss: 0.8105 loss_cls: 0.2185 loss_box_reg: 0.208 loss_mask: 0.2589 loss_rpn_cls: 0.04882 loss_rpn_loc: 0.08149 time: 0.3986 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 18:53:13] d2.utils.events INFO: eta: 3:27:25 iter: 58779 total_loss: 0.8534 loss_cls: 0.2368 loss_box_reg: 0.23 loss_mask: 0.2719 loss_rpn_cls: 0.0465 loss_rpn_loc: 0.0817 time: 0.3986 data_time: 0.0068 lr: 0.02 max_mem: 7219M [03/21 18:53:22] d2.utils.events INFO: eta: 3:27:29 iter: 58799 total_loss: 0.8075 loss_cls: 0.2258 loss_box_reg: 0.2116 loss_mask: 0.2556 loss_rpn_cls: 0.04496 loss_rpn_loc: 0.07067 time: 0.3986 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 18:53:30] d2.utils.events INFO: eta: 3:27:25 iter: 58819 total_loss: 0.8604 loss_cls: 0.2409 loss_box_reg: 0.2285 loss_mask: 0.2645 loss_rpn_cls: 0.0413 loss_rpn_loc: 0.07979 time: 0.3986 data_time: 0.0065 lr: 0.02 max_mem: 7219M [03/21 18:53:38] d2.utils.events INFO: eta: 3:27:17 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[03/21 18:55:54] d2.utils.events INFO: eta: 3:24:00 iter: 59179 total_loss: 0.8617 loss_cls: 0.2329 loss_box_reg: 0.2423 loss_mask: 0.2639 loss_rpn_cls: 0.05061 loss_rpn_loc: 0.07647 time: 0.3986 data_time: 0.0067 lr: 0.02 max_mem: 7219M [03/21 18:56:02] d2.utils.events INFO: eta: 3:23:57 iter: 59199 total_loss: 0.8441 loss_cls: 0.2426 loss_box_reg: 0.228 loss_mask: 0.2589 loss_rpn_cls: 0.04636 loss_rpn_loc: 0.0625 time: 0.3986 data_time: 0.0061 lr: 0.02 max_mem: 7219M [03/21 18:56:10] d2.utils.events INFO: eta: 3:23:52 iter: 59219 total_loss: 0.8993 loss_cls: 0.256 loss_box_reg: 0.2382 loss_mask: 0.2771 loss_rpn_cls: 0.04844 loss_rpn_loc: 0.07906 time: 0.3986 data_time: 0.0066 lr: 0.02 max_mem: 7219M [03/21 18:56:18] d2.utils.events INFO: eta: 3:23:44 iter: 59239 total_loss: 0.8537 loss_cls: 0.2339 loss_box_reg: 0.2359 loss_mask: 0.2621 loss_rpn_cls: 0.0468 loss_rpn_loc: 0.07235 time: 0.3986 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 18:56:26] d2.utils.events INFO: eta: 3:23:38 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[03/21 18:58:41] d2.utils.events INFO: eta: 3:21:21 iter: 59599 total_loss: 0.8411 loss_cls: 0.2192 loss_box_reg: 0.218 loss_mask: 0.2611 loss_rpn_cls: 0.04696 loss_rpn_loc: 0.07709 time: 0.3986 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 18:58:49] d2.utils.events INFO: eta: 3:21:12 iter: 59619 total_loss: 0.8648 loss_cls: 0.2312 loss_box_reg: 0.24 loss_mask: 0.2643 loss_rpn_cls: 0.05002 loss_rpn_loc: 0.08145 time: 0.3986 data_time: 0.0063 lr: 0.02 max_mem: 7219M [03/21 18:58:57] d2.utils.events INFO: eta: 3:20:51 iter: 59639 total_loss: 0.8282 loss_cls: 0.2236 loss_box_reg: 0.2234 loss_mask: 0.2609 loss_rpn_cls: 0.04207 loss_rpn_loc: 0.07115 time: 0.3986 data_time: 0.0060 lr: 0.02 max_mem: 7219M [03/21 18:59:05] d2.utils.events INFO: eta: 3:20:31 iter: 59659 total_loss: 0.82 loss_cls: 0.2174 loss_box_reg: 0.2312 loss_mask: 0.2546 loss_rpn_cls: 0.03871 loss_rpn_loc: 0.06884 time: 0.3986 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 18:59:13] d2.utils.events INFO: eta: 3:20:20 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Note that this could produce different statistics every time. [03/21 19:01:45] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 19:02:08] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 19:02:08] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0059999.pth [03/21 19:02:09] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 19:02:10] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 19:02:10] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 19:02:10] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 19:02:10] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 19:02:11] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 19:02:18] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0550 s / img. ETA=0:00:47 [03/21 19:02:23] d2.evaluation.evaluator INFO: Inference done 75/625. 0.0560 s / img. ETA=0:00:43 [03/21 19:02:28] d2.evaluation.evaluator INFO: Inference done 134/625. 0.0560 s / img. ETA=0:00:40 [03/21 19:02:33] d2.evaluation.evaluator INFO: Inference done 193/625. 0.0561 s / img. ETA=0:00:35 [03/21 19:02:38] d2.evaluation.evaluator INFO: Inference done 256/625. 0.0561 s / img. ETA=0:00:30 [03/21 19:02:43] d2.evaluation.evaluator INFO: Inference done 317/625. 0.0560 s / img. ETA=0:00:25 [03/21 19:02:48] d2.evaluation.evaluator INFO: Inference done 373/625. 0.0562 s / img. ETA=0:00:20 [03/21 19:02:53] d2.evaluation.evaluator INFO: Inference done 439/625. 0.0560 s / img. ETA=0:00:15 [03/21 19:02:58] d2.evaluation.evaluator INFO: Inference done 502/625. 0.0561 s / img. ETA=0:00:10 [03/21 19:03:03] d2.evaluation.evaluator INFO: Inference done 559/625. 0.0562 s / img. ETA=0:00:05 [03/21 19:03:08] d2.evaluation.evaluator INFO: Inference done 620/625. 0.0563 s / img. ETA=0:00:00 [03/21 19:03:09] d2.evaluation.evaluator INFO: Total inference time: 0:00:51.424635 (0.082943 s / img per device, on 8 devices) [03/21 19:03:09] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.056292 s / img per device, on 8 devices) [03/21 19:03:13] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 19:03:13] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 19:03:14] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 19:03:15] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 19:03:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.07 seconds. [03/21 19:03:26] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 19:03:27] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.07 seconds. [03/21 19:03:27] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 31.787 | 50.906 | 34.493 | 17.898 | 34.549 | 40.147 | [03/21 19:03:27] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 49.734 | bicycle | 23.300 | car | 39.796 | | motorcycle | 33.175 | airplane | 55.265 | bus | 53.624 | | train | 47.929 | truck | 26.295 | boat | 19.243 | | traffic light | 23.613 | fire hydrant | 59.757 | stop sign | 56.883 | | parking meter | 37.491 | bench | 17.270 | bird | 28.843 | | cat | 48.202 | dog | 38.376 | horse | 46.712 | | sheep | 41.094 | cow | 43.179 | elephant | 54.201 | | bear | 51.835 | zebra | 57.554 | giraffe | 54.971 | | backpack | 10.238 | umbrella | 29.024 | handbag | 9.049 | | tie | 26.252 | suitcase | 23.618 | frisbee | 53.960 | | skis | 14.559 | snowboard | 25.652 | sports ball | 40.221 | | kite | 34.647 | baseball bat | 15.339 | baseball glove | 27.136 | | skateboard | 38.342 | surfboard | 27.981 | tennis racket | 34.287 | | bottle | 31.377 | wine glass | 27.900 | cup | 33.157 | | fork | 21.998 | knife | 8.783 | spoon | 8.678 | | bowl | 33.382 | banana | 16.542 | apple | 15.383 | | sandwich | 25.030 | orange | 21.372 | broccoli | 17.952 | | carrot | 12.021 | hot dog | 20.320 | pizza | 45.022 | | donut | 32.536 | cake | 26.757 | chair | 19.412 | | couch | 31.282 | potted plant | 20.995 | bed | 33.012 | | dining table | 20.223 | toilet | 48.077 | tv | 46.267 | | laptop | 48.812 | mouse | 51.615 | remote | 21.067 | | keyboard | 41.841 | cell phone | 27.034 | microwave | 45.935 | | oven | 25.086 | toaster | 34.731 | sink | 26.513 | | refrigerator | 44.220 | book | 9.808 | clock | 41.173 | | vase | 29.215 | scissors | 10.108 | teddy bear | 35.317 | | hair drier | 0.000 | toothbrush | 14.370 | | | [03/21 19:03:35] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 19:03:50] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.37 seconds. [03/21 19:03:50] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 19:03:51] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.22 seconds. [03/21 19:03:52] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 29.665 | 48.284 | 31.346 | 13.282 | 31.412 | 41.915 | [03/21 19:03:52] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 43.087 | bicycle | 13.614 | car | 36.747 | | motorcycle | 24.314 | airplane | 43.390 | bus | 55.586 | | train | 51.779 | truck | 25.962 | boat | 14.932 | | traffic light | 22.442 | fire hydrant | 60.057 | stop sign | 57.875 | | parking meter | 39.269 | bench | 11.775 | bird | 24.255 | | cat | 52.672 | dog | 40.586 | horse | 34.171 | | sheep | 36.287 | cow | 36.369 | elephant | 49.159 | | bear | 54.289 | zebra | 49.535 | giraffe | 42.058 | | backpack | 10.139 | umbrella | 36.525 | handbag | 9.678 | | tie | 26.496 | suitcase | 24.214 | frisbee | 54.106 | | skis | 1.226 | snowboard | 14.322 | sports ball | 40.966 | | kite | 25.506 | baseball bat | 15.159 | baseball glove | 31.354 | | skateboard | 21.131 | surfboard | 22.411 | tennis racket | 45.568 | | bottle | 31.109 | wine glass | 24.552 | cup | 33.738 | | fork | 10.992 | knife | 4.609 | spoon | 5.424 | | bowl | 32.566 | banana | 12.712 | apple | 15.044 | | sandwich | 26.833 | orange | 21.370 | broccoli | 17.633 | | carrot | 10.048 | hot dog | 16.042 | pizza | 45.734 | | donut | 33.662 | cake | 26.893 | chair | 13.122 | | couch | 29.271 | potted plant | 18.530 | bed | 26.595 | | dining table | 11.234 | toilet | 52.383 | tv | 49.219 | | laptop | 50.068 | mouse | 52.565 | remote | 21.971 | | keyboard | 42.371 | cell phone | 27.584 | microwave | 48.650 | | oven | 25.555 | toaster | 35.730 | sink | 25.462 | | refrigerator | 45.045 | book | 5.726 | clock | 41.924 | | vase | 28.696 | scissors | 9.255 | teddy bear | 34.692 | | hair drier | 0.000 | toothbrush | 9.549 | | | [03/21 19:03:53] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 19:03:53] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 19:03:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 19:03:53] d2.evaluation.testing INFO: copypaste: 31.7871,50.9063,34.4926,17.8980,34.5495,40.1473 [03/21 19:03:53] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 19:03:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 19:03:53] d2.evaluation.testing INFO: copypaste: 29.6646,48.2842,31.3456,13.2819,31.4118,41.9154 [03/21 19:03:53] d2.utils.events INFO: eta: 3:17:52 iter: 59999 total_loss: 0.8601 loss_cls: 0.2262 loss_box_reg: 0.2204 loss_mask: 0.263 loss_rpn_cls: 0.05036 loss_rpn_loc: 0.07549 time: 0.3986 data_time: 0.0064 lr: 0.02 max_mem: 7219M [03/21 19:04:01] d2.utils.events INFO: eta: 3:17:32 iter: 60019 total_loss: 0.8236 loss_cls: 0.2259 loss_box_reg: 0.2326 loss_mask: 0.2616 loss_rpn_cls: 0.04656 loss_rpn_loc: 0.08501 time: 0.3986 data_time: 0.0069 lr: 0.002 max_mem: 7219M [03/21 19:04:09] d2.utils.events INFO: eta: 3:17:20 iter: 60039 total_loss: 0.7918 loss_cls: 0.2223 loss_box_reg: 0.2161 loss_mask: 0.2592 loss_rpn_cls: 0.04714 loss_rpn_loc: 0.0667 time: 0.3986 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 19:04:17] d2.utils.events INFO: eta: 3:17:12 iter: 60059 total_loss: 0.9125 loss_cls: 0.2231 loss_box_reg: 0.2447 loss_mask: 0.267 loss_rpn_cls: 0.0545 loss_rpn_loc: 0.08701 time: 0.3986 data_time: 0.0072 lr: 0.002 max_mem: 7219M [03/21 19:04:25] d2.utils.events INFO: eta: 3:17:03 iter: 60079 total_loss: 0.9258 loss_cls: 0.2349 loss_box_reg: 0.234 loss_mask: 0.2712 loss_rpn_cls: 0.04735 loss_rpn_loc: 0.08449 time: 0.3986 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 19:04:33] d2.utils.events INFO: eta: 3:16:56 iter: 60099 total_loss: 0.8597 loss_cls: 0.2183 loss_box_reg: 0.2478 loss_mask: 0.2601 loss_rpn_cls: 0.04301 loss_rpn_loc: 0.07439 time: 0.3986 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 19:04:41] d2.utils.events INFO: eta: 3:16:43 iter: 60119 total_loss: 0.7836 loss_cls: 0.1959 loss_box_reg: 0.2074 loss_mask: 0.259 loss_rpn_cls: 0.0415 loss_rpn_loc: 0.0771 time: 0.3986 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 19:04:49] d2.utils.events INFO: eta: 3:16:34 iter: 60139 total_loss: 0.8008 loss_cls: 0.1995 loss_box_reg: 0.219 loss_mask: 0.2564 loss_rpn_cls: 0.04407 loss_rpn_loc: 0.06844 time: 0.3986 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 19:04:56] d2.utils.events INFO: eta: 3:16:25 iter: 60159 total_loss: 0.8454 loss_cls: 0.2155 loss_box_reg: 0.2237 loss_mask: 0.2573 loss_rpn_cls: 0.04979 loss_rpn_loc: 0.0753 time: 0.3986 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 19:05:05] d2.utils.events INFO: eta: 3:16:14 iter: 60179 total_loss: 0.8126 loss_cls: 0.2126 loss_box_reg: 0.2164 loss_mask: 0.2669 loss_rpn_cls: 0.0403 loss_rpn_loc: 0.07518 time: 0.3986 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 19:05:13] d2.utils.events INFO: eta: 3:16:03 iter: 60199 total_loss: 0.8242 loss_cls: 0.2047 loss_box_reg: 0.2291 loss_mask: 0.2591 loss_rpn_cls: 0.04536 loss_rpn_loc: 0.07236 time: 0.3986 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 19:05:21] d2.utils.events INFO: eta: 3:15:57 iter: 60219 total_loss: 0.8645 loss_cls: 0.2286 loss_box_reg: 0.22 loss_mask: 0.2567 loss_rpn_cls: 0.04888 loss_rpn_loc: 0.07666 time: 0.3986 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 19:05:29] d2.utils.events INFO: eta: 3:15:49 iter: 60239 total_loss: 0.8248 loss_cls: 0.2057 loss_box_reg: 0.2106 loss_mask: 0.2534 loss_rpn_cls: 0.04485 loss_rpn_loc: 0.08505 time: 0.3986 data_time: 0.0069 lr: 0.002 max_mem: 7219M [03/21 19:05:37] d2.utils.events INFO: eta: 3:15:43 iter: 60259 total_loss: 0.8168 loss_cls: 0.2248 loss_box_reg: 0.2201 loss_mask: 0.2629 loss_rpn_cls: 0.04223 loss_rpn_loc: 0.07917 time: 0.3986 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 19:05:45] d2.utils.events INFO: eta: 3:15:35 iter: 60279 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time: 0.3987 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 19:07:31] d2.utils.events INFO: eta: 3:15:34 iter: 60539 total_loss: 0.834 loss_cls: 0.2301 loss_box_reg: 0.2449 loss_mask: 0.2592 loss_rpn_cls: 0.04003 loss_rpn_loc: 0.06545 time: 0.3987 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 19:07:40] d2.utils.events INFO: eta: 3:15:30 iter: 60559 total_loss: 0.817 loss_cls: 0.207 loss_box_reg: 0.2212 loss_mask: 0.259 loss_rpn_cls: 0.03807 loss_rpn_loc: 0.07274 time: 0.3987 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 19:07:48] d2.utils.events INFO: eta: 3:15:27 iter: 60579 total_loss: 0.7792 loss_cls: 0.1974 loss_box_reg: 0.214 loss_mask: 0.2439 loss_rpn_cls: 0.03968 loss_rpn_loc: 0.07788 time: 0.3987 data_time: 0.0069 lr: 0.002 max_mem: 7219M [03/21 19:07:55] d2.utils.events INFO: eta: 3:15:16 iter: 60599 total_loss: 0.8297 loss_cls: 0.2097 loss_box_reg: 0.2219 loss_mask: 0.2521 loss_rpn_cls: 0.0409 loss_rpn_loc: 0.07026 time: 0.3987 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 19:08:03] d2.utils.events INFO: eta: 3:15:06 iter: 60619 total_loss: 0.7906 loss_cls: 0.2139 loss_box_reg: 0.2234 loss_mask: 0.2516 loss_rpn_cls: 0.03881 loss_rpn_loc: 0.07759 time: 0.3987 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 19:08:11] d2.utils.events INFO: eta: 3:15:00 iter: 60639 total_loss: 0.8321 loss_cls: 0.2174 loss_box_reg: 0.2329 loss_mask: 0.2535 loss_rpn_cls: 0.04074 loss_rpn_loc: 0.06707 time: 0.3987 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 19:08:20] d2.utils.events INFO: eta: 3:14:59 iter: 60659 total_loss: 0.8634 loss_cls: 0.2215 loss_box_reg: 0.2218 loss_mask: 0.2672 loss_rpn_cls: 0.04439 loss_rpn_loc: 0.08036 time: 0.3987 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 19:08:28] d2.utils.events INFO: eta: 3:15:01 iter: 60679 total_loss: 0.8194 loss_cls: 0.2147 loss_box_reg: 0.2198 loss_mask: 0.2445 loss_rpn_cls: 0.04226 loss_rpn_loc: 0.07728 time: 0.3987 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 19:08:36] d2.utils.events INFO: 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[03/21 20:08:40] d2.utils.events INFO: eta: 2:14:01 iter: 69639 total_loss: 0.7647 loss_cls: 0.1914 loss_box_reg: 0.2301 loss_mask: 0.2456 loss_rpn_cls: 0.03328 loss_rpn_loc: 0.06251 time: 0.3991 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 20:08:49] d2.utils.events INFO: eta: 2:13:58 iter: 69659 total_loss: 0.6894 loss_cls: 0.1636 loss_box_reg: 0.1771 loss_mask: 0.2355 loss_rpn_cls: 0.03244 loss_rpn_loc: 0.06013 time: 0.3991 data_time: 0.0062 lr: 0.002 max_mem: 7219M [03/21 20:08:57] d2.utils.events INFO: eta: 2:13:54 iter: 69679 total_loss: 0.8124 loss_cls: 0.1984 loss_box_reg: 0.2318 loss_mask: 0.2521 loss_rpn_cls: 0.03847 loss_rpn_loc: 0.07472 time: 0.3991 data_time: 0.0063 lr: 0.002 max_mem: 7219M [03/21 20:09:05] d2.utils.events INFO: eta: 2:13:45 iter: 69699 total_loss: 0.8187 loss_cls: 0.2017 loss_box_reg: 0.2296 loss_mask: 0.2415 loss_rpn_cls: 0.04038 loss_rpn_loc: 0.07828 time: 0.3991 data_time: 0.0061 lr: 0.002 max_mem: 7219M [03/21 20:09:13] d2.utils.events INFO: eta: 2:13:34 iter: 69719 total_loss: 0.7534 loss_cls: 0.1921 loss_box_reg: 0.2054 loss_mask: 0.2493 loss_rpn_cls: 0.03545 loss_rpn_loc: 0.06407 time: 0.3991 data_time: 0.0063 lr: 0.002 max_mem: 7219M [03/21 20:09:21] d2.utils.events INFO: eta: 2:13:26 iter: 69739 total_loss: 0.7827 loss_cls: 0.2149 loss_box_reg: 0.2224 loss_mask: 0.2485 loss_rpn_cls: 0.03455 loss_rpn_loc: 0.07734 time: 0.3991 data_time: 0.0069 lr: 0.002 max_mem: 7219M [03/21 20:09:29] d2.utils.events INFO: eta: 2:13:12 iter: 69759 total_loss: 0.7728 loss_cls: 0.2005 loss_box_reg: 0.2054 loss_mask: 0.2324 loss_rpn_cls: 0.03359 loss_rpn_loc: 0.07902 time: 0.3991 data_time: 0.0069 lr: 0.002 max_mem: 7219M [03/21 20:09:36] d2.utils.events INFO: eta: 2:13:05 iter: 69779 total_loss: 0.752 loss_cls: 0.18 loss_box_reg: 0.2027 loss_mask: 0.2436 loss_rpn_cls: 0.03448 loss_rpn_loc: 0.06788 time: 0.3991 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 20:09:44] d2.utils.events INFO: eta: 2:12:56 iter: 69799 total_loss: 0.7464 loss_cls: 0.1986 loss_box_reg: 0.2086 loss_mask: 0.2373 loss_rpn_cls: 0.03101 loss_rpn_loc: 0.06295 time: 0.3991 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 20:09:52] d2.utils.events INFO: eta: 2:12:49 iter: 69819 total_loss: 0.7577 loss_cls: 0.1894 loss_box_reg: 0.217 loss_mask: 0.2468 loss_rpn_cls: 0.03328 loss_rpn_loc: 0.07137 time: 0.3991 data_time: 0.0063 lr: 0.002 max_mem: 7219M [03/21 20:10:00] d2.utils.events INFO: eta: 2:12:41 iter: 69839 total_loss: 0.8134 loss_cls: 0.1993 loss_box_reg: 0.2277 loss_mask: 0.2488 loss_rpn_cls: 0.03877 loss_rpn_loc: 0.08867 time: 0.3991 data_time: 0.0069 lr: 0.002 max_mem: 7219M [03/21 20:10:08] d2.utils.events INFO: eta: 2:12:35 iter: 69859 total_loss: 0.8037 loss_cls: 0.2002 loss_box_reg: 0.2328 loss_mask: 0.252 loss_rpn_cls: 0.03382 loss_rpn_loc: 0.07251 time: 0.3991 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 20:10:16] d2.utils.events INFO: eta: 2:12:29 iter: 69879 total_loss: 0.7998 loss_cls: 0.2039 loss_box_reg: 0.2248 loss_mask: 0.2453 loss_rpn_cls: 0.0418 loss_rpn_loc: 0.07159 time: 0.3991 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 20:10:24] d2.utils.events INFO: eta: 2:12:20 iter: 69899 total_loss: 0.7791 loss_cls: 0.193 loss_box_reg: 0.2012 loss_mask: 0.2393 loss_rpn_cls: 0.03712 loss_rpn_loc: 0.06669 time: 0.3991 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 20:10:32] d2.utils.events INFO: eta: 2:12:12 iter: 69919 total_loss: 0.7149 loss_cls: 0.1906 loss_box_reg: 0.2041 loss_mask: 0.2479 loss_rpn_cls: 0.03277 loss_rpn_loc: 0.06525 time: 0.3991 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 20:10:40] d2.utils.events INFO: eta: 2:12:03 iter: 69939 total_loss: 0.6853 loss_cls: 0.172 loss_box_reg: 0.191 loss_mask: 0.2306 loss_rpn_cls: 0.02936 loss_rpn_loc: 0.0646 time: 0.3991 data_time: 0.0070 lr: 0.002 max_mem: 7219M [03/21 20:10:48] d2.utils.events INFO: eta: 2:11:56 iter: 69959 total_loss: 0.7346 loss_cls: 0.1819 loss_box_reg: 0.2032 loss_mask: 0.2354 loss_rpn_cls: 0.03505 loss_rpn_loc: 0.06885 time: 0.3991 data_time: 0.0070 lr: 0.002 max_mem: 7219M [03/21 20:10:56] d2.utils.events INFO: eta: 2:11:50 iter: 69979 total_loss: 0.7496 loss_cls: 0.1906 loss_box_reg: 0.2185 loss_mask: 0.2448 loss_rpn_cls: 0.03605 loss_rpn_loc: 0.06591 time: 0.3991 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 20:11:04] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 20:11:26] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 20:11:48] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 20:11:48] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0069999.pth [03/21 20:11:50] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 20:11:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 20:11:51] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 20:11:51] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 20:11:51] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 20:11:52] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 20:11:59] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0562 s / img. ETA=0:00:46 [03/21 20:12:04] d2.evaluation.evaluator INFO: Inference done 77/625. 0.0567 s / img. ETA=0:00:41 [03/21 20:12:09] d2.evaluation.evaluator INFO: Inference done 139/625. 0.0564 s / img. ETA=0:00:37 [03/21 20:12:14] d2.evaluation.evaluator INFO: Inference done 203/625. 0.0563 s / img. ETA=0:00:32 [03/21 20:12:19] d2.evaluation.evaluator INFO: Inference done 270/625. 0.0562 s / img. ETA=0:00:27 [03/21 20:12:24] d2.evaluation.evaluator INFO: Inference done 334/625. 0.0562 s / img. ETA=0:00:22 [03/21 20:12:29] d2.evaluation.evaluator INFO: Inference done 401/625. 0.0561 s / img. ETA=0:00:17 [03/21 20:12:34] d2.evaluation.evaluator INFO: Inference done 471/625. 0.0560 s / img. ETA=0:00:11 [03/21 20:12:39] d2.evaluation.evaluator INFO: Inference done 533/625. 0.0561 s / img. ETA=0:00:07 [03/21 20:12:44] d2.evaluation.evaluator INFO: Inference done 597/625. 0.0561 s / img. ETA=0:00:02 [03/21 20:12:46] d2.evaluation.evaluator INFO: Total inference time: 0:00:47.956545 (0.077349 s / img per device, on 8 devices) [03/21 20:12:46] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.056087 s / img per device, on 8 devices) [03/21 20:12:49] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 20:12:50] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 20:12:51] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 20:12:51] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 20:13:02] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.68 seconds. [03/21 20:13:02] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 20:13:03] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.89 seconds. [03/21 20:13:03] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 39.141 | 59.174 | 42.949 | 23.225 | 41.868 | 50.863 | [03/21 20:13:03] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.873 | bicycle | 29.601 | car | 44.225 | | motorcycle | 41.277 | airplane | 61.962 | bus | 61.122 | | train | 58.155 | truck | 35.045 | boat | 25.620 | | traffic light | 27.088 | fire hydrant | 66.217 | stop sign | 60.999 | | parking meter | 42.965 | bench | 21.953 | bird | 36.422 | | cat | 64.622 | dog | 56.497 | horse | 56.357 | | sheep | 49.258 | cow | 51.562 | elephant | 59.453 | | bear | 62.538 | zebra | 65.864 | giraffe | 63.385 | | backpack | 14.378 | umbrella | 35.592 | handbag | 11.984 | | tie | 30.334 | suitcase | 33.910 | frisbee | 62.742 | | skis | 21.920 | snowboard | 32.655 | sports ball | 45.513 | | kite | 42.998 | baseball bat | 24.611 | baseball glove | 34.175 | | skateboard | 48.995 | surfboard | 34.731 | tennis racket | 43.984 | | bottle | 38.179 | wine glass | 35.360 | cup | 40.633 | | fork | 31.679 | knife | 16.786 | spoon | 13.606 | | bowl | 41.117 | banana | 24.808 | apple | 18.988 | | sandwich | 32.700 | orange | 30.077 | broccoli | 21.976 | | carrot | 19.666 | hot dog | 27.520 | pizza | 49.507 | | donut | 44.285 | cake | 33.109 | chair | 25.367 | | couch | 39.164 | potted plant | 25.593 | bed | 39.234 | | dining table | 25.629 | toilet | 54.398 | tv | 52.895 | | laptop | 57.375 | mouse | 58.041 | remote | 28.969 | | keyboard | 50.656 | cell phone | 33.994 | microwave | 54.936 | | oven | 29.703 | toaster | 43.735 | sink | 36.661 | | refrigerator | 51.319 | book | 14.855 | clock | 48.859 | | vase | 35.320 | scissors | 22.868 | teddy bear | 43.769 | | hair drier | 0.000 | toothbrush | 22.332 | | | [03/21 20:13:08] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 20:13:22] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.75 seconds. [03/21 20:13:22] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 20:13:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.07 seconds. [03/21 20:13:24] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 35.450 | 55.998 | 38.242 | 17.212 | 37.321 | 51.091 | [03/21 20:13:24] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 46.941 | bicycle | 16.909 | car | 40.730 | | motorcycle | 31.436 | airplane | 47.539 | bus | 61.281 | | train | 57.228 | truck | 34.002 | boat | 21.456 | | traffic light | 25.624 | fire hydrant | 63.203 | stop sign | 61.628 | | parking meter | 46.345 | bench | 15.092 | bird | 29.595 | | cat | 66.258 | dog | 55.602 | horse | 40.103 | | sheep | 42.579 | cow | 44.300 | elephant | 55.018 | | bear | 62.248 | zebra | 55.587 | giraffe | 47.090 | | backpack | 13.694 | umbrella | 44.104 | handbag | 12.152 | | tie | 29.646 | suitcase | 36.442 | frisbee | 60.853 | | skis | 2.373 | snowboard | 19.759 | sports ball | 44.909 | | kite | 30.004 | baseball bat | 23.942 | baseball glove | 36.682 | | skateboard | 27.483 | surfboard | 28.936 | tennis racket | 51.528 | | bottle | 36.835 | wine glass | 31.268 | cup | 41.154 | | fork | 14.370 | knife | 10.216 | spoon | 9.143 | | bowl | 38.323 | banana | 18.492 | apple | 18.469 | | sandwich | 35.348 | orange | 29.433 | broccoli | 20.496 | | carrot | 15.958 | hot dog | 18.416 | pizza | 48.993 | | donut | 45.363 | cake | 33.671 | chair | 16.614 | | couch | 32.727 | potted plant | 21.660 | bed | 32.365 | | dining table | 13.967 | toilet | 54.188 | tv | 55.332 | | laptop | 58.117 | mouse | 58.576 | remote | 26.810 | | keyboard | 50.398 | cell phone | 33.052 | microwave | 55.989 | | oven | 28.597 | toaster | 47.941 | sink | 34.078 | | refrigerator | 52.544 | book | 8.588 | clock | 48.937 | | vase | 34.941 | scissors | 17.728 | teddy bear | 41.396 | | hair drier | 0.000 | toothbrush | 15.197 | | | [03/21 20:13:24] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 20:13:24] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 20:13:24] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 20:13:24] d2.evaluation.testing INFO: copypaste: 39.1406,59.1742,42.9492,23.2250,41.8678,50.8630 [03/21 20:13:24] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 20:13:24] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 20:13:24] d2.evaluation.testing INFO: copypaste: 35.4499,55.9980,38.2422,17.2116,37.3208,51.0910 [03/21 20:13:25] d2.utils.events INFO: eta: 2:11:49 iter: 69999 total_loss: 0.7399 loss_cls: 0.1976 loss_box_reg: 0.2098 loss_mask: 0.2374 loss_rpn_cls: 0.03578 loss_rpn_loc: 0.06492 time: 0.3991 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 20:13:33] d2.utils.events INFO: eta: 2:11:47 iter: 70019 total_loss: 0.7907 loss_cls: 0.2015 loss_box_reg: 0.2226 loss_mask: 0.244 loss_rpn_cls: 0.03763 loss_rpn_loc: 0.07259 time: 0.3991 data_time: 0.0070 lr: 0.002 max_mem: 7219M [03/21 20:13:41] d2.utils.events INFO: eta: 2:11:41 iter: 70039 total_loss: 0.7592 loss_cls: 0.1991 loss_box_reg: 0.205 loss_mask: 0.2352 loss_rpn_cls: 0.03422 loss_rpn_loc: 0.06924 time: 0.3991 data_time: 0.0070 lr: 0.002 max_mem: 7219M [03/21 20:13:49] d2.utils.events INFO: eta: 2:11:39 iter: 70059 total_loss: 0.7186 loss_cls: 0.1816 loss_box_reg: 0.1984 loss_mask: 0.234 loss_rpn_cls: 0.03668 loss_rpn_loc: 0.06523 time: 0.3991 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 20:13:58] d2.utils.events INFO: eta: 2:11:40 iter: 70079 total_loss: 0.7039 loss_cls: 0.1824 loss_box_reg: 0.1994 loss_mask: 0.2336 loss_rpn_cls: 0.03515 loss_rpn_loc: 0.06188 time: 0.3991 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 20:14:06] d2.utils.events INFO: eta: 2:11:34 iter: 70099 total_loss: 0.7934 loss_cls: 0.1985 loss_box_reg: 0.2213 loss_mask: 0.252 loss_rpn_cls: 0.03839 loss_rpn_loc: 0.08554 time: 0.3991 data_time: 0.0072 lr: 0.002 max_mem: 7219M [03/21 20:14:14] d2.utils.events INFO: eta: 2:11:33 iter: 70119 total_loss: 0.8226 loss_cls: 0.2143 loss_box_reg: 0.2414 loss_mask: 0.2532 loss_rpn_cls: 0.04133 loss_rpn_loc: 0.07167 time: 0.3991 data_time: 0.0063 lr: 0.002 max_mem: 7219M [03/21 20:14:22] d2.utils.events INFO: eta: 2:11:35 iter: 70139 total_loss: 0.7222 loss_cls: 0.1827 loss_box_reg: 0.2046 loss_mask: 0.2359 loss_rpn_cls: 0.03331 loss_rpn_loc: 0.06574 time: 0.3991 data_time: 0.0064 lr: 0.002 max_mem: 7219M [03/21 20:14:30] d2.utils.events INFO: eta: 2:11:29 iter: 70159 total_loss: 0.7211 loss_cls: 0.1785 loss_box_reg: 0.1979 loss_mask: 0.2435 loss_rpn_cls: 0.03646 loss_rpn_loc: 0.07164 time: 0.3991 data_time: 0.0062 lr: 0.002 max_mem: 7219M [03/21 20:14:39] d2.utils.events INFO: eta: 2:11:29 iter: 70179 total_loss: 0.7363 loss_cls: 0.1982 loss_box_reg: 0.2084 loss_mask: 0.2322 loss_rpn_cls: 0.03418 loss_rpn_loc: 0.06931 time: 0.3991 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 20:14:47] d2.utils.events INFO: eta: 2:11:22 iter: 70199 total_loss: 0.6951 loss_cls: 0.1743 loss_box_reg: 0.1885 loss_mask: 0.2307 loss_rpn_cls: 0.03263 loss_rpn_loc: 0.06473 time: 0.3991 data_time: 0.0060 lr: 0.002 max_mem: 7219M [03/21 20:14:55] d2.utils.events INFO: eta: 2:11:16 iter: 70219 total_loss: 0.7923 loss_cls: 0.2037 loss_box_reg: 0.2251 loss_mask: 0.2438 loss_rpn_cls: 0.03399 loss_rpn_loc: 0.07123 time: 0.3991 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 20:15:03] d2.utils.events INFO: eta: 2:11:08 iter: 70239 total_loss: 0.7802 loss_cls: 0.2001 loss_box_reg: 0.2199 loss_mask: 0.2508 loss_rpn_cls: 0.03422 loss_rpn_loc: 0.0682 time: 0.3991 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 20:15:12] d2.utils.events INFO: eta: 2:11:02 iter: 70259 total_loss: 0.729 loss_cls: 0.1939 loss_box_reg: 0.2144 loss_mask: 0.2403 loss_rpn_cls: 0.0317 loss_rpn_loc: 0.06709 time: 0.3991 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 20:15:20] d2.utils.events INFO: eta: 2:10:54 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7219M [03/21 21:15:24] d2.utils.events INFO: eta: 1:11:20 iter: 79219 total_loss: 0.7675 loss_cls: 0.1902 loss_box_reg: 0.2216 loss_mask: 0.2432 loss_rpn_cls: 0.03487 loss_rpn_loc: 0.06443 time: 0.3994 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 21:15:32] d2.utils.events INFO: eta: 1:11:12 iter: 79239 total_loss: 0.758 loss_cls: 0.1882 loss_box_reg: 0.2188 loss_mask: 0.2586 loss_rpn_cls: 0.03484 loss_rpn_loc: 0.07951 time: 0.3994 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 21:15:40] d2.utils.events INFO: eta: 1:11:02 iter: 79259 total_loss: 0.7759 loss_cls: 0.1913 loss_box_reg: 0.2183 loss_mask: 0.235 loss_rpn_cls: 0.03278 loss_rpn_loc: 0.0662 time: 0.3994 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 21:15:48] d2.utils.events INFO: eta: 1:10:51 iter: 79279 total_loss: 0.7915 loss_cls: 0.202 loss_box_reg: 0.2351 loss_mask: 0.2433 loss_rpn_cls: 0.0358 loss_rpn_loc: 0.06853 time: 0.3994 data_time: 0.0064 lr: 0.002 max_mem: 7219M [03/21 21:15:56] d2.utils.events INFO: eta: 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loss_mask: 0.2417 loss_rpn_cls: 0.03342 loss_rpn_loc: 0.06854 time: 0.3994 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 21:17:08] d2.utils.events INFO: eta: 1:09:25 iter: 79479 total_loss: 0.7216 loss_cls: 0.1953 loss_box_reg: 0.2044 loss_mask: 0.2426 loss_rpn_cls: 0.03157 loss_rpn_loc: 0.05922 time: 0.3994 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 21:17:16] d2.utils.events INFO: eta: 1:09:19 iter: 79499 total_loss: 0.7759 loss_cls: 0.202 loss_box_reg: 0.2287 loss_mask: 0.2501 loss_rpn_cls: 0.03465 loss_rpn_loc: 0.0745 time: 0.3994 data_time: 0.0070 lr: 0.002 max_mem: 7219M [03/21 21:17:23] d2.utils.events INFO: eta: 1:09:10 iter: 79519 total_loss: 0.7433 loss_cls: 0.1733 loss_box_reg: 0.2117 loss_mask: 0.2395 loss_rpn_cls: 0.0293 loss_rpn_loc: 0.06376 time: 0.3994 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 21:17:32] d2.utils.events INFO: eta: 1:09:01 iter: 79539 total_loss: 0.7276 loss_cls: 0.1821 loss_box_reg: 0.1983 loss_mask: 0.2379 loss_rpn_cls: 0.03262 loss_rpn_loc: 0.0772 time: 0.3994 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 21:17:39] d2.utils.events INFO: eta: 1:08:52 iter: 79559 total_loss: 0.7226 loss_cls: 0.1941 loss_box_reg: 0.2074 loss_mask: 0.232 loss_rpn_cls: 0.03275 loss_rpn_loc: 0.07799 time: 0.3994 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 21:17:47] d2.utils.events INFO: eta: 1:08:41 iter: 79579 total_loss: 0.7427 loss_cls: 0.1984 loss_box_reg: 0.2053 loss_mask: 0.2453 loss_rpn_cls: 0.0349 loss_rpn_loc: 0.06121 time: 0.3994 data_time: 0.0062 lr: 0.002 max_mem: 7219M [03/21 21:17:55] d2.utils.events INFO: eta: 1:08:32 iter: 79599 total_loss: 0.7511 loss_cls: 0.1952 loss_box_reg: 0.2074 loss_mask: 0.2349 loss_rpn_cls: 0.03193 loss_rpn_loc: 0.07525 time: 0.3994 data_time: 0.0062 lr: 0.002 max_mem: 7219M [03/21 21:18:03] d2.utils.events INFO: eta: 1:08:23 iter: 79619 total_loss: 0.7455 loss_cls: 0.1921 loss_box_reg: 0.2089 loss_mask: 0.2363 loss_rpn_cls: 0.02913 loss_rpn_loc: 0.05994 time: 0.3994 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 21:18:11] d2.utils.events INFO: eta: 1:08:15 iter: 79639 total_loss: 0.7124 loss_cls: 0.1925 loss_box_reg: 0.1946 loss_mask: 0.2307 loss_rpn_cls: 0.03626 loss_rpn_loc: 0.06428 time: 0.3994 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 21:18:19] d2.utils.events INFO: eta: 1:08:07 iter: 79659 total_loss: 0.7529 loss_cls: 0.1946 loss_box_reg: 0.2109 loss_mask: 0.2453 loss_rpn_cls: 0.0298 loss_rpn_loc: 0.07192 time: 0.3994 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 21:18:27] d2.utils.events INFO: eta: 1:07:59 iter: 79679 total_loss: 0.7325 loss_cls: 0.192 loss_box_reg: 0.1964 loss_mask: 0.2363 loss_rpn_cls: 0.03599 loss_rpn_loc: 0.06493 time: 0.3994 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 21:18:35] d2.utils.events INFO: eta: 1:07:51 iter: 79699 total_loss: 0.7043 loss_cls: 0.1862 loss_box_reg: 0.2077 loss_mask: 0.2412 loss_rpn_cls: 0.03391 loss_rpn_loc: 0.05369 time: 0.3994 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 21:18:43] d2.utils.events INFO: eta: 1:07:41 iter: 79719 total_loss: 0.7424 loss_cls: 0.1738 loss_box_reg: 0.2114 loss_mask: 0.232 loss_rpn_cls: 0.03449 loss_rpn_loc: 0.06662 time: 0.3994 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 21:18:51] d2.utils.events INFO: eta: 1:07:33 iter: 79739 total_loss: 0.7408 loss_cls: 0.1916 loss_box_reg: 0.2094 loss_mask: 0.2382 loss_rpn_cls: 0.03142 loss_rpn_loc: 0.07352 time: 0.3994 data_time: 0.0067 lr: 0.002 max_mem: 7219M [03/21 21:18:58] d2.utils.events INFO: eta: 1:07:24 iter: 79759 total_loss: 0.736 loss_cls: 0.1831 loss_box_reg: 0.2149 loss_mask: 0.2456 loss_rpn_cls: 0.03549 loss_rpn_loc: 0.07364 time: 0.3994 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 21:19:07] d2.utils.events INFO: eta: 1:07:17 iter: 79779 total_loss: 0.7281 loss_cls: 0.1777 loss_box_reg: 0.2163 loss_mask: 0.2333 loss_rpn_cls: 0.02874 loss_rpn_loc: 0.0639 time: 0.3994 data_time: 0.0068 lr: 0.002 max_mem: 7219M [03/21 21:19:14] d2.utils.events INFO: eta: 1:07:07 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loss_box_reg: 0.2264 loss_mask: 0.2364 loss_rpn_cls: 0.03426 loss_rpn_loc: 0.07005 time: 0.3994 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 21:19:55] d2.utils.events INFO: eta: 1:06:26 iter: 79899 total_loss: 0.799 loss_cls: 0.201 loss_box_reg: 0.2296 loss_mask: 0.2473 loss_rpn_cls: 0.03344 loss_rpn_loc: 0.07595 time: 0.3994 data_time: 0.0071 lr: 0.002 max_mem: 7219M [03/21 21:20:03] d2.utils.events INFO: eta: 1:06:17 iter: 79919 total_loss: 0.7155 loss_cls: 0.176 loss_box_reg: 0.192 loss_mask: 0.2383 loss_rpn_cls: 0.03361 loss_rpn_loc: 0.06388 time: 0.3994 data_time: 0.0063 lr: 0.002 max_mem: 7219M [03/21 21:20:11] d2.utils.events INFO: eta: 1:06:09 iter: 79939 total_loss: 0.7845 loss_cls: 0.2037 loss_box_reg: 0.227 loss_mask: 0.2431 loss_rpn_cls: 0.0369 loss_rpn_loc: 0.07987 time: 0.3994 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 21:20:19] d2.utils.events INFO: eta: 1:06:01 iter: 79959 total_loss: 0.6985 loss_cls: 0.1827 loss_box_reg: 0.2013 loss_mask: 0.2289 loss_rpn_cls: 0.03039 loss_rpn_loc: 0.05777 time: 0.3994 data_time: 0.0070 lr: 0.002 max_mem: 7219M [03/21 21:20:26] d2.utils.events INFO: eta: 1:05:52 iter: 79979 total_loss: 0.7456 loss_cls: 0.202 loss_box_reg: 0.2092 loss_mask: 0.2427 loss_rpn_cls: 0.03782 loss_rpn_loc: 0.06331 time: 0.3994 data_time: 0.0065 lr: 0.002 max_mem: 7219M [03/21 21:20:34] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 21:20:57] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 21:21:19] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 21:21:19] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0079999.pth [03/21 21:21:21] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 21:21:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 21:21:21] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 21:21:21] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 21:21:21] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 21:21:22] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 21:21:29] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0555 s / img. ETA=0:00:45 [03/21 21:21:34] d2.evaluation.evaluator INFO: Inference done 79/625. 0.0555 s / img. ETA=0:00:40 [03/21 21:21:39] d2.evaluation.evaluator INFO: Inference done 142/625. 0.0555 s / img. ETA=0:00:37 [03/21 21:21:44] d2.evaluation.evaluator INFO: Inference done 207/625. 0.0555 s / img. ETA=0:00:32 [03/21 21:21:50] d2.evaluation.evaluator INFO: Inference done 275/625. 0.0554 s / img. ETA=0:00:26 [03/21 21:21:55] d2.evaluation.evaluator INFO: Inference done 338/625. 0.0555 s / img. ETA=0:00:22 [03/21 21:22:00] d2.evaluation.evaluator INFO: Inference done 405/625. 0.0555 s / img. ETA=0:00:16 [03/21 21:22:05] d2.evaluation.evaluator INFO: Inference done 475/625. 0.0555 s / img. ETA=0:00:11 [03/21 21:22:10] d2.evaluation.evaluator INFO: Inference done 538/625. 0.0555 s / img. ETA=0:00:06 [03/21 21:22:15] d2.evaluation.evaluator INFO: Inference done 602/625. 0.0555 s / img. ETA=0:00:01 [03/21 21:22:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:47.734534 (0.076991 s / img per device, on 8 devices) [03/21 21:22:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.055517 s / img per device, on 8 devices) [03/21 21:22:20] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 21:22:20] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 21:22:21] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 21:22:21] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 21:22:32] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.05 seconds. [03/21 21:22:32] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 21:22:33] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.87 seconds. [03/21 21:22:33] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.002 | 60.149 | 43.908 | 23.804 | 43.111 | 51.500 | [03/21 21:22:33] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.223 | bicycle | 30.323 | car | 44.854 | | motorcycle | 41.708 | airplane | 61.480 | bus | 61.518 | | train | 57.647 | truck | 34.362 | boat | 26.739 | | traffic light | 28.217 | fire hydrant | 65.740 | stop sign | 63.560 | | parking meter | 45.572 | bench | 22.488 | bird | 37.048 | | cat | 64.615 | dog | 59.842 | horse | 56.939 | | sheep | 51.920 | cow | 54.177 | elephant | 60.518 | | bear | 65.657 | zebra | 66.219 | giraffe | 65.647 | | backpack | 15.326 | umbrella | 37.174 | handbag | 13.142 | | tie | 31.337 | suitcase | 35.240 | frisbee | 62.888 | | skis | 23.373 | snowboard | 32.951 | sports ball | 44.098 | | kite | 42.239 | baseball bat | 24.982 | baseball glove | 35.071 | | skateboard | 47.757 | surfboard | 37.020 | tennis racket | 45.633 | | bottle | 38.560 | wine glass | 35.601 | cup | 41.977 | | fork | 32.581 | knife | 16.939 | spoon | 14.877 | | bowl | 41.213 | banana | 24.067 | apple | 20.411 | | sandwich | 32.122 | orange | 31.354 | broccoli | 21.669 | | carrot | 20.147 | hot dog | 28.012 | pizza | 50.502 | | donut | 46.760 | cake | 34.674 | chair | 25.912 | | couch | 39.106 | potted plant | 25.350 | bed | 39.201 | | dining table | 26.235 | toilet | 56.014 | tv | 53.969 | | laptop | 58.439 | mouse | 57.120 | remote | 29.407 | | keyboard | 51.090 | cell phone | 34.895 | microwave | 54.881 | | oven | 32.241 | toaster | 54.283 | sink | 36.331 | | refrigerator | 52.937 | book | 15.271 | clock | 48.972 | | vase | 36.213 | scissors | 22.004 | teddy bear | 46.133 | | hair drier | 0.000 | toothbrush | 22.437 | | | [03/21 21:22:39] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 21:22:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.54 seconds. [03/21 21:22:52] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 21:22:53] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.06 seconds. [03/21 21:22:54] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 36.229 | 56.879 | 39.058 | 17.686 | 38.284 | 51.805 | [03/21 21:22:54] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.191 | bicycle | 18.104 | car | 41.235 | | motorcycle | 32.172 | airplane | 47.892 | bus | 61.356 | | train | 58.025 | truck | 33.737 | boat | 22.600 | | traffic light | 26.861 | fire hydrant | 62.476 | stop sign | 64.251 | | parking meter | 46.794 | bench | 15.430 | bird | 30.900 | | cat | 65.508 | dog | 57.126 | horse | 40.314 | | sheep | 44.343 | cow | 45.305 | elephant | 56.096 | | bear | 65.743 | zebra | 57.318 | giraffe | 48.612 | | backpack | 14.657 | umbrella | 44.598 | handbag | 13.149 | | tie | 29.628 | suitcase | 37.659 | frisbee | 60.626 | | skis | 2.867 | snowboard | 20.586 | sports ball | 44.928 | | kite | 30.708 | baseball bat | 25.365 | baseball glove | 38.101 | | skateboard | 27.506 | surfboard | 30.045 | tennis racket | 52.265 | | bottle | 37.054 | wine glass | 31.151 | cup | 42.010 | | fork | 14.800 | knife | 10.042 | spoon | 9.368 | | bowl | 38.614 | banana | 18.346 | apple | 19.522 | | sandwich | 34.834 | orange | 30.983 | broccoli | 20.343 | | carrot | 17.297 | hot dog | 18.255 | pizza | 48.968 | | donut | 46.910 | cake | 35.025 | chair | 17.397 | | couch | 32.088 | potted plant | 21.510 | bed | 31.270 | | dining table | 14.324 | toilet | 56.534 | tv | 56.109 | | laptop | 58.789 | mouse | 58.036 | remote | 26.422 | | keyboard | 50.982 | cell phone | 33.718 | microwave | 56.302 | | oven | 29.050 | toaster | 58.050 | sink | 33.727 | | refrigerator | 54.668 | book | 9.038 | clock | 49.719 | | vase | 36.267 | scissors | 20.282 | teddy bear | 43.951 | | hair drier | 0.000 | toothbrush | 14.452 | | | [03/21 21:22:55] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 21:22:55] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 21:22:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 21:22:55] d2.evaluation.testing INFO: copypaste: 40.0019,60.1494,43.9080,23.8043,43.1114,51.4998 [03/21 21:22:55] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 21:22:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 21:22:55] d2.evaluation.testing INFO: copypaste: 36.2286,56.8786,39.0584,17.6865,38.2845,51.8050 [03/21 21:22:55] d2.utils.events INFO: eta: 1:05:42 iter: 79999 total_loss: 0.7766 loss_cls: 0.1978 loss_box_reg: 0.224 loss_mask: 0.2409 loss_rpn_cls: 0.03115 loss_rpn_loc: 0.06543 time: 0.3994 data_time: 0.0066 lr: 0.002 max_mem: 7219M [03/21 21:23:03] d2.utils.events INFO: eta: 1:05:36 iter: 80019 total_loss: 0.7815 loss_cls: 0.2096 loss_box_reg: 0.2304 loss_mask: 0.2522 loss_rpn_cls: 0.03257 loss_rpn_loc: 0.07638 time: 0.3994 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 21:23:12] d2.utils.events INFO: eta: 1:05:28 iter: 80039 total_loss: 0.7524 loss_cls: 0.1899 loss_box_reg: 0.2128 loss_mask: 0.2353 loss_rpn_cls: 0.03654 loss_rpn_loc: 0.07603 time: 0.3994 data_time: 0.0070 lr: 0.0002 max_mem: 7219M [03/21 21:23:20] d2.utils.events INFO: eta: 1:05:20 iter: 80059 total_loss: 0.7679 loss_cls: 0.2033 loss_box_reg: 0.2116 loss_mask: 0.2266 loss_rpn_cls: 0.04483 loss_rpn_loc: 0.08479 time: 0.3994 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 21:23:28] d2.utils.events INFO: eta: 1:05:12 iter: 80079 total_loss: 0.762 loss_cls: 0.1894 loss_box_reg: 0.2057 loss_mask: 0.2535 loss_rpn_cls: 0.03422 loss_rpn_loc: 0.067 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:23:36] d2.utils.events INFO: eta: 1:05:05 iter: 80099 total_loss: 0.7643 loss_cls: 0.1896 loss_box_reg: 0.224 loss_mask: 0.252 loss_rpn_cls: 0.03367 loss_rpn_loc: 0.07177 time: 0.3994 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 21:23:44] d2.utils.events INFO: eta: 1:04:57 iter: 80119 total_loss: 0.8129 loss_cls: 0.2086 loss_box_reg: 0.2258 loss_mask: 0.252 loss_rpn_cls: 0.03623 loss_rpn_loc: 0.07977 time: 0.3994 data_time: 0.0071 lr: 0.0002 max_mem: 7219M [03/21 21:23:52] d2.utils.events INFO: eta: 1:04:52 iter: 80139 total_loss: 0.7498 loss_cls: 0.2084 loss_box_reg: 0.2123 loss_mask: 0.2415 loss_rpn_cls: 0.03263 loss_rpn_loc: 0.06488 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:24:00] d2.utils.events INFO: eta: 1:04:48 iter: 80159 total_loss: 0.7238 loss_cls: 0.1838 loss_box_reg: 0.2065 loss_mask: 0.2346 loss_rpn_cls: 0.03316 loss_rpn_loc: 0.06821 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:24:09] d2.utils.events INFO: eta: 1:04:39 iter: 80179 total_loss: 0.7657 loss_cls: 0.2032 loss_box_reg: 0.2111 loss_mask: 0.2325 loss_rpn_cls: 0.03408 loss_rpn_loc: 0.07086 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:24:16] d2.utils.events INFO: eta: 1:04:33 iter: 80199 total_loss: 0.7336 loss_cls: 0.1907 loss_box_reg: 0.2122 loss_mask: 0.2333 loss_rpn_cls: 0.03183 loss_rpn_loc: 0.06275 time: 0.3994 data_time: 0.0063 lr: 0.0002 max_mem: 7219M [03/21 21:24:24] d2.utils.events INFO: eta: 1:04:23 iter: 80219 total_loss: 0.7253 loss_cls: 0.187 loss_box_reg: 0.2073 loss_mask: 0.2385 loss_rpn_cls: 0.0327 loss_rpn_loc: 0.06193 time: 0.3994 data_time: 0.0070 lr: 0.0002 max_mem: 7219M [03/21 21:24:32] d2.utils.events INFO: eta: 1:04:15 iter: 80239 total_loss: 0.7141 loss_cls: 0.1818 loss_box_reg: 0.1911 loss_mask: 0.2301 loss_rpn_cls: 0.03425 loss_rpn_loc: 0.06425 time: 0.3994 data_time: 0.0071 lr: 0.0002 max_mem: 7219M [03/21 21:24:41] d2.utils.events INFO: eta: 1:04:09 iter: 80259 total_loss: 0.7602 loss_cls: 0.1986 loss_box_reg: 0.2008 loss_mask: 0.2381 loss_rpn_cls: 0.03377 loss_rpn_loc: 0.0614 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:24:49] d2.utils.events INFO: eta: 1:03:59 iter: 80279 total_loss: 0.6853 loss_cls: 0.178 loss_box_reg: 0.204 loss_mask: 0.2366 loss_rpn_cls: 0.02921 loss_rpn_loc: 0.06922 time: 0.3994 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 21:24:56] d2.utils.events INFO: eta: 1:03:48 iter: 80299 total_loss: 0.7352 loss_cls: 0.1932 loss_box_reg: 0.2077 loss_mask: 0.2326 loss_rpn_cls: 0.03681 loss_rpn_loc: 0.06899 time: 0.3994 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 21:25:04] d2.utils.events INFO: eta: 1:03:40 iter: 80319 total_loss: 0.7832 loss_cls: 0.2094 loss_box_reg: 0.2165 loss_mask: 0.2514 loss_rpn_cls: 0.03537 loss_rpn_loc: 0.07377 time: 0.3994 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 21:25:12] d2.utils.events INFO: eta: 1:03:32 iter: 80339 total_loss: 0.714 loss_cls: 0.1924 loss_box_reg: 0.2059 loss_mask: 0.2411 loss_rpn_cls: 0.027 loss_rpn_loc: 0.06497 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:25:20] d2.utils.events INFO: eta: 1:03:24 iter: 80359 total_loss: 0.7601 loss_cls: 0.1962 loss_box_reg: 0.2111 loss_mask: 0.2521 loss_rpn_cls: 0.03649 loss_rpn_loc: 0.07268 time: 0.3994 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 21:25:28] d2.utils.events INFO: eta: 1:03:15 iter: 80379 total_loss: 0.7672 loss_cls: 0.1935 loss_box_reg: 0.2257 loss_mask: 0.2347 loss_rpn_cls: 0.02808 loss_rpn_loc: 0.07462 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:25:36] d2.utils.events INFO: eta: 1:03:08 iter: 80399 total_loss: 0.7569 loss_cls: 0.2026 loss_box_reg: 0.2063 loss_mask: 0.2398 loss_rpn_cls: 0.03312 loss_rpn_loc: 0.07299 time: 0.3994 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 21:25:44] d2.utils.events INFO: eta: 1:03:00 iter: 80419 total_loss: 0.7407 loss_cls: 0.1903 loss_box_reg: 0.2096 loss_mask: 0.2368 loss_rpn_cls: 0.03159 loss_rpn_loc: 0.07377 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:25:52] d2.utils.events INFO: eta: 1:02:52 iter: 80439 total_loss: 0.7702 loss_cls: 0.1946 loss_box_reg: 0.2237 loss_mask: 0.2318 loss_rpn_cls: 0.0328 loss_rpn_loc: 0.06858 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:26:00] d2.utils.events INFO: eta: 1:02:43 iter: 80459 total_loss: 0.723 loss_cls: 0.1792 loss_box_reg: 0.2073 loss_mask: 0.2279 loss_rpn_cls: 0.02791 loss_rpn_loc: 0.06769 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:26:08] d2.utils.events INFO: eta: 1:02:35 iter: 80479 total_loss: 0.728 loss_cls: 0.1971 loss_box_reg: 0.2113 loss_mask: 0.2317 loss_rpn_cls: 0.03532 loss_rpn_loc: 0.06106 time: 0.3994 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 21:26:15] d2.utils.events INFO: eta: 1:02:27 iter: 80499 total_loss: 0.7625 loss_cls: 0.1879 loss_box_reg: 0.2158 loss_mask: 0.2398 loss_rpn_cls: 0.03665 loss_rpn_loc: 0.07042 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:26:24] d2.utils.events INFO: eta: 1:02:19 iter: 80519 total_loss: 0.7202 loss_cls: 0.1944 loss_box_reg: 0.2058 loss_mask: 0.2305 loss_rpn_cls: 0.03197 loss_rpn_loc: 0.07171 time: 0.3994 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 21:26:31] d2.utils.events INFO: eta: 1:02:11 iter: 80539 total_loss: 0.7147 loss_cls: 0.1894 loss_box_reg: 0.1896 loss_mask: 0.2382 loss_rpn_cls: 0.03445 loss_rpn_loc: 0.06164 time: 0.3994 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 21:26:39] d2.utils.events INFO: eta: 1:02:03 iter: 80559 total_loss: 0.7412 loss_cls: 0.1841 loss_box_reg: 0.2055 loss_mask: 0.2367 loss_rpn_cls: 0.03555 loss_rpn_loc: 0.06808 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:26:47] d2.utils.events INFO: eta: 1:01:56 iter: 80579 total_loss: 0.8017 loss_cls: 0.2019 loss_box_reg: 0.2244 loss_mask: 0.2493 loss_rpn_cls: 0.03554 loss_rpn_loc: 0.06971 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:26:55] d2.utils.events INFO: eta: 1:01:48 iter: 80599 total_loss: 0.737 loss_cls: 0.1846 loss_box_reg: 0.2058 loss_mask: 0.2374 loss_rpn_cls: 0.03368 loss_rpn_loc: 0.06633 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:27:04] d2.utils.events INFO: eta: 1:01:41 iter: 80619 total_loss: 0.7582 loss_cls: 0.1856 loss_box_reg: 0.2072 loss_mask: 0.2397 loss_rpn_cls: 0.03516 loss_rpn_loc: 0.07821 time: 0.3994 data_time: 0.0561 lr: 0.0002 max_mem: 7219M [03/21 21:27:12] d2.utils.events INFO: eta: 1:01:34 iter: 80639 total_loss: 0.7583 loss_cls: 0.1967 loss_box_reg: 0.2189 loss_mask: 0.2384 loss_rpn_cls: 0.03322 loss_rpn_loc: 0.06108 time: 0.3994 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 21:27:21] d2.utils.events INFO: eta: 1:01:29 iter: 80659 total_loss: 0.7987 loss_cls: 0.2097 loss_box_reg: 0.2287 loss_mask: 0.2346 loss_rpn_cls: 0.03428 loss_rpn_loc: 0.08792 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:27:29] d2.utils.events INFO: eta: 1:01:25 iter: 80679 total_loss: 0.7111 loss_cls: 0.1619 loss_box_reg: 0.1859 loss_mask: 0.2423 loss_rpn_cls: 0.03162 loss_rpn_loc: 0.06736 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:27:37] d2.utils.events INFO: eta: 1:01:20 iter: 80699 total_loss: 0.797 loss_cls: 0.2135 loss_box_reg: 0.2351 loss_mask: 0.2353 loss_rpn_cls: 0.03789 loss_rpn_loc: 0.07386 time: 0.3994 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 21:27:45] d2.utils.events INFO: eta: 1:01:14 iter: 80719 total_loss: 0.702 loss_cls: 0.1828 loss_box_reg: 0.1985 loss_mask: 0.2296 loss_rpn_cls: 0.03025 loss_rpn_loc: 0.06387 time: 0.3994 data_time: 0.0070 lr: 0.0002 max_mem: 7219M [03/21 21:27:53] d2.utils.events INFO: eta: 1:01:07 iter: 80739 total_loss: 0.7524 loss_cls: 0.1739 loss_box_reg: 0.21 loss_mask: 0.249 loss_rpn_cls: 0.02994 loss_rpn_loc: 0.0637 time: 0.3994 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 21:28:01] d2.utils.events INFO: eta: 1:01:03 iter: 80759 total_loss: 0.7003 loss_cls: 0.1722 loss_box_reg: 0.1909 loss_mask: 0.2338 loss_rpn_cls: 0.02718 loss_rpn_loc: 0.06771 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:28:09] d2.utils.events INFO: eta: 1:00:57 iter: 80779 total_loss: 0.7101 loss_cls: 0.17 loss_box_reg: 0.1937 loss_mask: 0.2301 loss_rpn_cls: 0.02907 loss_rpn_loc: 0.06493 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:28:18] d2.utils.events INFO: eta: 1:00:52 iter: 80799 total_loss: 0.8195 loss_cls: 0.2061 loss_box_reg: 0.2385 loss_mask: 0.248 loss_rpn_cls: 0.03689 loss_rpn_loc: 0.08942 time: 0.3994 data_time: 0.0062 lr: 0.0002 max_mem: 7219M [03/21 21:28:26] d2.utils.events INFO: eta: 1:00:48 iter: 80819 total_loss: 0.7169 loss_cls: 0.1903 loss_box_reg: 0.2082 loss_mask: 0.2263 loss_rpn_cls: 0.03209 loss_rpn_loc: 0.05996 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:28:34] d2.utils.events INFO: eta: 1:00:40 iter: 80839 total_loss: 0.7165 loss_cls: 0.1905 loss_box_reg: 0.2017 loss_mask: 0.2383 loss_rpn_cls: 0.03315 loss_rpn_loc: 0.07699 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:28:42] d2.utils.events INFO: eta: 1:00:32 iter: 80859 total_loss: 0.764 loss_cls: 0.1937 loss_box_reg: 0.2177 loss_mask: 0.2407 loss_rpn_cls: 0.03103 loss_rpn_loc: 0.08108 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:28:50] d2.utils.events INFO: eta: 1:00:22 iter: 80879 total_loss: 0.8071 loss_cls: 0.2066 loss_box_reg: 0.2293 loss_mask: 0.2461 loss_rpn_cls: 0.03406 loss_rpn_loc: 0.07437 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:28:58] d2.utils.events INFO: eta: 1:00:12 iter: 80899 total_loss: 0.7571 loss_cls: 0.1977 loss_box_reg: 0.2271 loss_mask: 0.2362 loss_rpn_cls: 0.03526 loss_rpn_loc: 0.06663 time: 0.3994 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 21:29:06] d2.utils.events INFO: eta: 1:00:03 iter: 80919 total_loss: 0.7225 loss_cls: 0.1846 loss_box_reg: 0.2138 loss_mask: 0.2413 loss_rpn_cls: 0.03106 loss_rpn_loc: 0.0587 time: 0.3994 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 21:29:14] d2.utils.events INFO: eta: 0:59:55 iter: 80939 total_loss: 0.7787 loss_cls: 0.1994 loss_box_reg: 0.2192 loss_mask: 0.2469 loss_rpn_cls: 0.03665 loss_rpn_loc: 0.07088 time: 0.3994 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 21:29:21] d2.utils.events INFO: eta: 0:59:47 iter: 80959 total_loss: 0.7622 loss_cls: 0.1863 loss_box_reg: 0.2049 loss_mask: 0.234 loss_rpn_cls: 0.03508 loss_rpn_loc: 0.07773 time: 0.3994 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 21:29:29] d2.utils.events INFO: eta: 0:59:39 iter: 80979 total_loss: 0.6989 loss_cls: 0.1831 loss_box_reg: 0.1996 loss_mask: 0.2336 loss_rpn_cls: 0.02998 loss_rpn_loc: 0.05928 time: 0.3994 data_time: 0.0070 lr: 0.0002 max_mem: 7219M [03/21 21:29:37] d2.utils.events INFO: eta: 0:59:32 iter: 80999 total_loss: 0.7463 loss_cls: 0.1903 loss_box_reg: 0.2092 loss_mask: 0.2375 loss_rpn_cls: 0.03095 loss_rpn_loc: 0.06582 time: 0.3994 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 21:29:45] d2.utils.events INFO: eta: 0:59:23 iter: 81019 total_loss: 0.7292 loss_cls: 0.1775 loss_box_reg: 0.2102 loss_mask: 0.2315 loss_rpn_cls: 0.03191 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[03/21 21:59:57] d2.utils.events INFO: eta: 0:29:32 iter: 85519 total_loss: 0.7328 loss_cls: 0.18 loss_box_reg: 0.2029 loss_mask: 0.2391 loss_rpn_cls: 0.03116 loss_rpn_loc: 0.07555 time: 0.3995 data_time: 0.0063 lr: 0.0002 max_mem: 7219M [03/21 22:00:05] d2.utils.events INFO: eta: 0:29:24 iter: 85539 total_loss: 0.7414 loss_cls: 0.1941 loss_box_reg: 0.206 loss_mask: 0.2308 loss_rpn_cls: 0.03204 loss_rpn_loc: 0.06311 time: 0.3995 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 22:00:13] d2.utils.events INFO: eta: 0:29:16 iter: 85559 total_loss: 0.7367 loss_cls: 0.1857 loss_box_reg: 0.2153 loss_mask: 0.2429 loss_rpn_cls: 0.02844 loss_rpn_loc: 0.06491 time: 0.3995 data_time: 0.0068 lr: 0.0002 max_mem: 7219M [03/21 22:00:21] d2.utils.events INFO: eta: 0:29:08 iter: 85579 total_loss: 0.7354 loss_cls: 0.185 loss_box_reg: 0.2141 loss_mask: 0.2507 loss_rpn_cls: 0.03328 loss_rpn_loc: 0.06968 time: 0.3995 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 22:00:29] d2.utils.events INFO: eta: 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[03/21 22:03:17] d2.utils.events INFO: eta: 0:26:17 iter: 86019 total_loss: 0.7397 loss_cls: 0.1843 loss_box_reg: 0.2087 loss_mask: 0.2349 loss_rpn_cls: 0.03128 loss_rpn_loc: 0.06748 time: 0.3995 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 22:03:25] d2.utils.events INFO: eta: 0:26:09 iter: 86039 total_loss: 0.7532 loss_cls: 0.1907 loss_box_reg: 0.2116 loss_mask: 0.2353 loss_rpn_cls: 0.03058 loss_rpn_loc: 0.06083 time: 0.3995 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 22:03:33] d2.utils.events INFO: eta: 0:26:01 iter: 86059 total_loss: 0.7225 loss_cls: 0.1821 loss_box_reg: 0.1976 loss_mask: 0.2318 loss_rpn_cls: 0.03074 loss_rpn_loc: 0.06675 time: 0.3995 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 22:03:41] d2.utils.events INFO: eta: 0:25:54 iter: 86079 total_loss: 0.7089 loss_cls: 0.1823 loss_box_reg: 0.2125 loss_mask: 0.2372 loss_rpn_cls: 0.02811 loss_rpn_loc: 0.058 time: 0.3995 data_time: 0.0067 lr: 0.0002 max_mem: 7219M [03/21 22:03:49] d2.utils.events INFO: 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loss_box_reg: 0.2052 loss_mask: 0.2316 loss_rpn_cls: 0.03078 loss_rpn_loc: 0.0578 time: 0.3995 data_time: 0.0064 lr: 0.0002 max_mem: 7219M [03/21 22:28:28] d2.utils.events INFO: eta: 0:01:27 iter: 89779 total_loss: 0.7441 loss_cls: 0.1983 loss_box_reg: 0.2145 loss_mask: 0.2442 loss_rpn_cls: 0.03427 loss_rpn_loc: 0.06699 time: 0.3995 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 22:28:36] d2.utils.events INFO: eta: 0:01:19 iter: 89799 total_loss: 0.7385 loss_cls: 0.1843 loss_box_reg: 0.2005 loss_mask: 0.2396 loss_rpn_cls: 0.03443 loss_rpn_loc: 0.06307 time: 0.3995 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 22:28:44] d2.utils.events INFO: eta: 0:01:11 iter: 89819 total_loss: 0.7029 loss_cls: 0.1681 loss_box_reg: 0.196 loss_mask: 0.2434 loss_rpn_cls: 0.02967 loss_rpn_loc: 0.06089 time: 0.3995 data_time: 0.0071 lr: 0.0002 max_mem: 7219M [03/21 22:28:52] d2.utils.events INFO: eta: 0:01:03 iter: 89839 total_loss: 0.743 loss_cls: 0.18 loss_box_reg: 0.2182 loss_mask: 0.2414 loss_rpn_cls: 0.0322 loss_rpn_loc: 0.0674 time: 0.3995 data_time: 0.0070 lr: 0.0002 max_mem: 7219M [03/21 22:29:00] d2.utils.events INFO: eta: 0:00:55 iter: 89859 total_loss: 0.6871 loss_cls: 0.1721 loss_box_reg: 0.1955 loss_mask: 0.2275 loss_rpn_cls: 0.02969 loss_rpn_loc: 0.05708 time: 0.3995 data_time: 0.0063 lr: 0.0002 max_mem: 7219M [03/21 22:29:08] d2.utils.events INFO: eta: 0:00:47 iter: 89879 total_loss: 0.7355 loss_cls: 0.192 loss_box_reg: 0.2159 loss_mask: 0.2393 loss_rpn_cls: 0.02809 loss_rpn_loc: 0.05879 time: 0.3995 data_time: 0.0065 lr: 0.0002 max_mem: 7219M [03/21 22:29:17] d2.utils.events INFO: eta: 0:00:39 iter: 89899 total_loss: 0.7573 loss_cls: 0.1832 loss_box_reg: 0.22 loss_mask: 0.2403 loss_rpn_cls: 0.0357 loss_rpn_loc: 0.07208 time: 0.3995 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 22:29:25] d2.utils.events INFO: eta: 0:00:31 iter: 89919 total_loss: 0.7197 loss_cls: 0.1826 loss_box_reg: 0.1982 loss_mask: 0.2327 loss_rpn_cls: 0.03094 loss_rpn_loc: 0.05533 time: 0.3995 data_time: 0.0063 lr: 0.0002 max_mem: 7219M [03/21 22:29:33] d2.utils.events INFO: eta: 0:00:23 iter: 89939 total_loss: 0.7043 loss_cls: 0.1769 loss_box_reg: 0.1884 loss_mask: 0.2303 loss_rpn_cls: 0.03077 loss_rpn_loc: 0.06585 time: 0.3995 data_time: 0.0062 lr: 0.0002 max_mem: 7219M [03/21 22:29:41] d2.utils.events INFO: eta: 0:00:15 iter: 89959 total_loss: 0.7207 loss_cls: 0.1655 loss_box_reg: 0.1954 loss_mask: 0.2369 loss_rpn_cls: 0.03116 loss_rpn_loc: 0.06952 time: 0.3995 data_time: 0.0063 lr: 0.0002 max_mem: 7219M [03/21 22:29:49] d2.utils.events INFO: eta: 0:00:07 iter: 89979 total_loss: 0.6891 loss_cls: 0.1781 loss_box_reg: 0.2028 loss_mask: 0.2214 loss_rpn_cls: 0.03489 loss_rpn_loc: 0.06222 time: 0.3995 data_time: 0.0066 lr: 0.0002 max_mem: 7219M [03/21 22:29:57] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [03/21 22:30:21] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [03/21 22:30:44] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [03/21 22:30:44] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_0089999.pth [03/21 22:30:45] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_coco_fpn_view001/model_final.pth [03/21 22:30:47] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 22:30:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 22:30:47] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 22:30:48] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 22:30:48] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 22:30:48] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 22:30:55] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0550 s / img. ETA=0:00:44 [03/21 22:31:00] d2.evaluation.evaluator INFO: Inference done 80/625. 0.0553 s / img. ETA=0:00:39 [03/21 22:31:05] d2.evaluation.evaluator INFO: Inference done 144/625. 0.0552 s / img. ETA=0:00:36 [03/21 22:31:10] d2.evaluation.evaluator INFO: Inference done 210/625. 0.0553 s / img. ETA=0:00:31 [03/21 22:31:15] d2.evaluation.evaluator INFO: Inference done 278/625. 0.0552 s / img. ETA=0:00:26 [03/21 22:31:20] d2.evaluation.evaluator INFO: Inference done 342/625. 0.0553 s / img. ETA=0:00:21 [03/21 22:31:26] d2.evaluation.evaluator INFO: Inference done 407/625. 0.0562 s / img. ETA=0:00:16 [03/21 22:31:31] d2.evaluation.evaluator INFO: Inference done 478/625. 0.0561 s / img. ETA=0:00:11 [03/21 22:31:36] d2.evaluation.evaluator INFO: Inference done 542/625. 0.0560 s / img. ETA=0:00:06 [03/21 22:31:41] d2.evaluation.evaluator INFO: Inference done 608/625. 0.0560 s / img. ETA=0:00:01 [03/21 22:31:42] d2.evaluation.evaluator INFO: Total inference time: 0:00:47.246541 (0.076204 s / img per device, on 8 devices) [03/21 22:31:42] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.055942 s / img per device, on 8 devices) [03/21 22:31:45] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 22:31:45] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 22:31:46] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 22:31:47] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 22:31:57] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.02 seconds. [03/21 22:31:57] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 22:31:58] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.00 seconds. [03/21 22:31:58] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.608 | 60.621 | 44.468 | 24.574 | 43.439 | 52.571 | [03/21 22:31:58] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.236 | bicycle | 30.643 | car | 44.995 | | motorcycle | 42.293 | airplane | 63.162 | bus | 61.788 | | train | 59.432 | truck | 35.955 | boat | 27.515 | | traffic light | 28.690 | fire hydrant | 66.262 | stop sign | 65.288 | | parking meter | 46.826 | bench | 22.673 | bird | 36.862 | | cat | 64.654 | dog | 59.928 | horse | 57.295 | | sheep | 52.231 | cow | 54.031 | elephant | 60.906 | | bear | 65.822 | zebra | 66.601 | giraffe | 65.765 | | backpack | 15.589 | umbrella | 37.091 | handbag | 13.846 | | tie | 31.696 | suitcase | 37.100 | frisbee | 63.043 | | skis | 23.785 | snowboard | 33.738 | sports ball | 46.096 | | kite | 42.613 | baseball bat | 26.578 | baseball glove | 35.501 | | skateboard | 49.105 | surfboard | 37.148 | tennis racket | 45.804 | | bottle | 38.993 | wine glass | 36.446 | cup | 42.030 | | fork | 32.120 | knife | 18.356 | spoon | 15.531 | | bowl | 42.465 | banana | 24.361 | apple | 20.470 | | sandwich | 34.735 | orange | 30.808 | broccoli | 22.552 | | carrot | 20.833 | hot dog | 30.967 | pizza | 51.833 | | donut | 46.322 | cake | 35.734 | chair | 26.450 | | couch | 39.060 | potted plant | 26.182 | bed | 40.011 | | dining table | 26.395 | toilet | 58.140 | tv | 54.381 | | laptop | 59.234 | mouse | 59.072 | remote | 30.223 | | keyboard | 52.677 | cell phone | 34.795 | microwave | 55.073 | | oven | 31.526 | toaster | 49.924 | sink | 37.709 | | refrigerator | 54.880 | book | 15.670 | clock | 49.080 | | vase | 37.298 | scissors | 23.604 | teddy bear | 46.311 | | hair drier | 0.000 | toothbrush | 22.789 | | | [03/21 22:32:04] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 22:32:16] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.59 seconds. [03/21 22:32:17] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 22:32:18] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.03 seconds. [03/21 22:32:18] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 36.618 | 57.539 | 39.609 | 18.231 | 38.675 | 52.722 | [03/21 22:32:18] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.430 | bicycle | 17.592 | car | 41.262 | | motorcycle | 31.960 | airplane | 48.616 | bus | 62.027 | | train | 59.628 | truck | 34.679 | boat | 23.234 | | traffic light | 27.414 | fire hydrant | 62.526 | stop sign | 64.474 | | parking meter | 48.484 | bench | 15.571 | bird | 30.837 | | cat | 65.345 | dog | 58.006 | horse | 41.107 | | sheep | 44.792 | cow | 45.971 | elephant | 56.083 | | bear | 66.874 | zebra | 56.547 | giraffe | 48.728 | | backpack | 14.773 | umbrella | 44.609 | handbag | 13.529 | | tie | 30.102 | suitcase | 38.700 | frisbee | 60.691 | | skis | 3.110 | snowboard | 20.121 | sports ball | 45.899 | | kite | 30.563 | baseball bat | 25.528 | baseball glove | 37.858 | | skateboard | 27.862 | surfboard | 30.270 | tennis racket | 53.200 | | bottle | 37.776 | wine glass | 32.158 | cup | 42.173 | | fork | 15.328 | knife | 10.864 | spoon | 10.114 | | bowl | 39.500 | banana | 19.175 | apple | 19.210 | | sandwich | 36.211 | orange | 30.397 | broccoli | 21.038 | | carrot | 17.565 | hot dog | 21.001 | pizza | 49.950 | | donut | 47.121 | cake | 35.713 | chair | 17.681 | | couch | 31.992 | potted plant | 21.925 | bed | 32.181 | | dining table | 14.404 | toilet | 56.577 | tv | 56.745 | | laptop | 59.445 | mouse | 58.850 | remote | 27.512 | | keyboard | 51.133 | cell phone | 33.360 | microwave | 57.206 | | oven | 29.887 | toaster | 52.925 | sink | 34.946 | | refrigerator | 56.309 | book | 9.203 | clock | 49.649 | | vase | 36.826 | scissors | 20.200 | teddy bear | 44.424 | | hair drier | 0.000 | toothbrush | 14.742 | | | [03/21 22:32:19] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 22:32:19] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 22:32:19] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 22:32:19] d2.evaluation.testing INFO: copypaste: 40.6078,60.6210,44.4683,24.5737,43.4386,52.5711 [03/21 22:32:19] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 22:32:19] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 22:32:19] d2.evaluation.testing INFO: copypaste: 36.6178,57.5389,39.6085,18.2306,38.6751,52.7221 [03/21 22:32:19] d2.utils.events INFO: eta: 0:00:00 iter: 89999 total_loss: 0.7549 loss_cls: 0.1975 loss_box_reg: 0.2187 loss_mask: 0.2418 loss_rpn_cls: 0.03203 loss_rpn_loc: 0.05762 time: 0.3995 data_time: 0.0069 lr: 0.0002 max_mem: 7219M [03/21 22:32:19] d2.engine.hooks INFO: Overall training speed: 89998 iterations in 9:59:16 (0.3995 s / it) [03/21 22:32:19] d2.engine.hooks INFO: Total training time: 10:23:08 (0:23:51 on hooks) [03/21 22:32:20] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [03/21 22:32:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/21 22:32:21] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [03/21 22:32:21] d2.data.common INFO: Serialized dataset takes 19.10 MiB [03/21 22:32:21] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/21 22:32:22] d2.evaluation.evaluator INFO: Start inference on 625 images [03/21 22:32:29] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0556 s / img. ETA=0:00:45 [03/21 22:32:34] d2.evaluation.evaluator INFO: Inference done 78/625. 0.0560 s / img. ETA=0:00:41 [03/21 22:32:39] d2.evaluation.evaluator INFO: Inference done 140/625. 0.0559 s / img. ETA=0:00:37 [03/21 22:32:44] d2.evaluation.evaluator INFO: Inference done 205/625. 0.0559 s / img. ETA=0:00:32 [03/21 22:32:49] d2.evaluation.evaluator INFO: Inference done 271/625. 0.0557 s / img. ETA=0:00:27 [03/21 22:32:54] d2.evaluation.evaluator INFO: Inference done 335/625. 0.0558 s / img. ETA=0:00:22 [03/21 22:32:59] d2.evaluation.evaluator INFO: Inference done 403/625. 0.0557 s / img. ETA=0:00:17 [03/21 22:33:04] d2.evaluation.evaluator INFO: Inference done 473/625. 0.0557 s / img. ETA=0:00:11 [03/21 22:33:09] d2.evaluation.evaluator INFO: Inference done 537/625. 0.0557 s / img. ETA=0:00:06 [03/21 22:33:14] d2.evaluation.evaluator INFO: Inference done 596/625. 0.0556 s / img. ETA=0:00:02 [03/21 22:33:16] d2.evaluation.evaluator INFO: Total inference time: 0:00:48.145182 (0.077654 s / img per device, on 8 devices) [03/21 22:33:16] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:34 (0.055653 s / img per device, on 8 devices) [03/21 22:33:19] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/21 22:33:20] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_coco_fpn_view001/inference/coco_instances_results.json [03/21 22:33:21] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/21 22:33:21] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/21 22:33:31] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.07 seconds. [03/21 22:33:31] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 22:33:32] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.98 seconds. [03/21 22:33:32] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.608 | 60.621 | 44.468 | 24.574 | 43.439 | 52.571 | [03/21 22:33:32] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.236 | bicycle | 30.643 | car | 44.995 | | motorcycle | 42.293 | airplane | 63.162 | bus | 61.788 | | train | 59.432 | truck | 35.955 | boat | 27.515 | | traffic light | 28.690 | fire hydrant | 66.262 | stop sign | 65.288 | | parking meter | 46.826 | bench | 22.673 | bird | 36.862 | | cat | 64.654 | dog | 59.928 | horse | 57.295 | | sheep | 52.231 | cow | 54.031 | elephant | 60.906 | | bear | 65.822 | zebra | 66.601 | giraffe | 65.765 | | backpack | 15.589 | umbrella | 37.091 | handbag | 13.846 | | tie | 31.696 | suitcase | 37.100 | frisbee | 63.043 | | skis | 23.785 | snowboard | 33.738 | sports ball | 46.096 | | kite | 42.613 | baseball bat | 26.578 | baseball glove | 35.501 | | skateboard | 49.105 | surfboard | 37.148 | tennis racket | 45.804 | | bottle | 38.993 | wine glass | 36.446 | cup | 42.030 | | fork | 32.120 | knife | 18.356 | spoon | 15.531 | | bowl | 42.465 | banana | 24.361 | apple | 20.470 | | sandwich | 34.735 | orange | 30.808 | broccoli | 22.552 | | carrot | 20.833 | hot dog | 30.967 | pizza | 51.833 | | donut | 46.322 | cake | 35.734 | chair | 26.450 | | couch | 39.060 | potted plant | 26.182 | bed | 40.011 | | dining table | 26.395 | toilet | 58.140 | tv | 54.381 | | laptop | 59.234 | mouse | 59.072 | remote | 30.223 | | keyboard | 52.677 | cell phone | 34.795 | microwave | 55.073 | | oven | 31.526 | toaster | 49.924 | sink | 37.709 | | refrigerator | 54.880 | book | 15.670 | clock | 49.080 | | vase | 37.298 | scissors | 23.604 | teddy bear | 46.311 | | hair drier | 0.000 | toothbrush | 22.789 | | | [03/21 22:33:38] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/21 22:33:51] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.61 seconds. [03/21 22:33:51] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/21 22:33:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.05 seconds. [03/21 22:33:53] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 36.618 | 57.539 | 39.609 | 18.231 | 38.675 | 52.722 | [03/21 22:33:53] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.430 | bicycle | 17.592 | car | 41.262 | | motorcycle | 31.960 | airplane | 48.616 | bus | 62.027 | | train | 59.628 | truck | 34.679 | boat | 23.234 | | traffic light | 27.414 | fire hydrant | 62.526 | stop sign | 64.474 | | parking meter | 48.484 | bench | 15.571 | bird | 30.837 | | cat | 65.345 | dog | 58.006 | horse | 41.107 | | sheep | 44.792 | cow | 45.971 | elephant | 56.083 | | bear | 66.874 | zebra | 56.547 | giraffe | 48.728 | | backpack | 14.773 | umbrella | 44.609 | handbag | 13.529 | | tie | 30.102 | suitcase | 38.700 | frisbee | 60.691 | | skis | 3.110 | snowboard | 20.121 | sports ball | 45.899 | | kite | 30.563 | baseball bat | 25.528 | baseball glove | 37.858 | | skateboard | 27.862 | surfboard | 30.270 | tennis racket | 53.200 | | bottle | 37.776 | wine glass | 32.158 | cup | 42.173 | | fork | 15.328 | knife | 10.864 | spoon | 10.114 | | bowl | 39.500 | banana | 19.175 | apple | 19.210 | | sandwich | 36.211 | orange | 30.397 | broccoli | 21.038 | | carrot | 17.565 | hot dog | 21.001 | pizza | 49.950 | | donut | 47.121 | cake | 35.713 | chair | 17.681 | | couch | 31.992 | potted plant | 21.925 | bed | 32.181 | | dining table | 14.404 | toilet | 56.577 | tv | 56.745 | | laptop | 59.445 | mouse | 58.850 | remote | 27.512 | | keyboard | 51.133 | cell phone | 33.360 | microwave | 57.206 | | oven | 29.887 | toaster | 52.925 | sink | 34.946 | | refrigerator | 56.309 | book | 9.203 | clock | 49.649 | | vase | 36.826 | scissors | 20.200 | teddy bear | 44.424 | | hair drier | 0.000 | toothbrush | 14.742 | | | [03/21 22:33:53] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [03/21 22:33:53] d2.evaluation.testing INFO: copypaste: Task: bbox [03/21 22:33:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 22:33:53] d2.evaluation.testing INFO: copypaste: 40.6078,60.6210,44.4683,24.5737,43.4386,52.5711 [03/21 22:33:53] d2.evaluation.testing INFO: copypaste: Task: segm [03/21 22:33:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/21 22:33:53] d2.evaluation.testing INFO: copypaste: 36.6178,57.5389,39.6085,18.2306,38.6751,52.7221