Command Line Args: Namespace(config_file='config/mask_rcnn_R_50_FPN.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_combine_r50lr01.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_imagenet_combine01', 'SOLVER.BASE_LR', '0.0025'], resume=False) [03/12 15:49:19 detectron2]: Rank of current process: 0. World size: 8 [03/12 15:49:21 detectron2]: Environment info: ---------------------- ---------------------------------------------------------------------------------------------------------------------- sys.platform linux Python 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0] numpy 1.19.2 detectron2 0.3 @/private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2 Compiler GCC 9.3 CUDA compiler not available detectron2 arch flags /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/_C.cpython-38-x86_64-linux-gnu.so DETECTRON2_ENV_MODULE PyTorch 1.7.1 @/private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/torch PyTorch debug build False GPU available True GPU 0,1,2,3,4,5,6,7 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, [03/12 15:49:21 detectron2]: Command line arguments: Namespace(config_file='config/mask_rcnn_R_50_FPN.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_combine_r50lr01.pkl', 'OUTPUT_DIR', '/checkpoint/jihou/insseg_imagenet_combine01', 'SOLVER.BASE_LR', '0.0025'], resume=False) [03/12 15:49:21 detectron2]: Contents of args.config_file=config/mask_rcnn_R_50_FPN.yaml: _BASE_: "Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" MASK_ON: True RESNETS: DEPTH: 50 ROI_HEADS: BATCH_SIZE_PER_IMAGE: 32 NUM_CLASSES: 18 SCORE_THRESH_TEST: 0.5 DATASETS: TRAIN: ("scannet_train",) TEST: ("scannet_val",) TEST: EVAL_PERIOD: 10000 OUTPUT_DIR: "/checkpoint/jihou/insseg_/" [03/12 15:49:21 detectron2]: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('scannet_val',) TRAIN: ('scannet_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: BGR MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800) MIN_SIZE_TRAIN_SAMPLING: choice RANDOM_FLIP: horizontal MODEL: ANCHOR_GENERATOR: ANGLES: [[-90, 0, 90]] ASPECT_RATIOS: [[0.5, 1.0, 2.0]] NAME: DefaultAnchorGenerator OFFSET: 0.0 SIZES: [[32], [64], [128], [256], [512]] BACKBONE: FREEZE_AT: 2 NAME: build_resnet_fpn_backbone DEVICE: cuda FPN: FUSE_TYPE: sum IN_FEATURES: ['res2', 'res3', 'res4', 'res5'] NORM: OUT_CHANNELS: 256 KEYPOINT_ON: False LOAD_PROPOSALS: False MASK_ON: True META_ARCHITECTURE: GeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [103.53, 116.28, 123.675] PIXEL_STD: [1.0, 1.0, 1.0] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 50 NORM: FrozenBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.4, 0.5] NMS_THRESH_TEST: 0.5 NORM: NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) IOUS: (0.5, 0.6, 0.7) ROI_BOX_HEAD: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: False CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: NUM_CONV: 0 NUM_FC: 2 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 32 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: StandardROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 18 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.5 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: NUM_CONV: 4 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) BOUNDARY_THRESH: -1 HEAD_NAME: StandardRPNHead IN_FEATURES: ['p2', 'p3', 'p4', 'p5', 'p6'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.3, 0.7] LOSS_WEIGHT: 1.0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOPK_TEST: 1000 POST_NMS_TOPK_TRAIN: 1000 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 2000 SMOOTH_L1_BETA: 0.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 WEIGHTS: /checkpoint/jihou/clip3d/insseg/pretrain/imagenet_combine_r50lr01.pkl OUTPUT_DIR: /checkpoint/jihou/insseg_imagenet_combine01 SEED: -1 SOLVER: AMP: ENABLED: False BASE_LR: 0.0025 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: False NORM_TYPE: 2.0 GAMMA: 0.1 IMS_PER_BATCH: 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: False NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [03/12 15:49:21 detectron2]: Full config saved to /checkpoint/jihou/insseg_imagenet_combine01/config.yaml [03/12 15:49:21 d2.utils.env]: Using a generated random seed 25248217 [03/12 15:49:22 d2.engine.defaults]: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral3): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral4): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output4): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral5): Conv2d(2048, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output5): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1): Conv2d( 3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv1): Conv2d( 64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) ) (res3): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) ) ) ) (proposal_generator): RPN( (rpn_head): StandardRPNHead( (conv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (objectness_logits): Conv2d(256, 3, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(256, 12, kernel_size=(1, 1), stride=(1, 1)) ) (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) ) (roi_heads): StandardROIHeads( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(7, 7), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(7, 7), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (flatten): Flatten(start_dim=1, end_dim=-1) (fc1): Linear(in_features=12544, out_features=1024, bias=True) (fc_relu1): ReLU() (fc2): Linear(in_features=1024, out_features=1024, bias=True) (fc_relu2): ReLU() ) (box_predictor): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=19, bias=True) (bbox_pred): Linear(in_features=1024, out_features=72, bias=True) ) (mask_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(14, 14), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(14, 14), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(14, 14), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(14, 14), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (mask_head): MaskRCNNConvUpsampleHead( (mask_fcn1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (mask_fcn2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (mask_fcn3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (mask_fcn4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1) (activation): ReLU() ) (deconv): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2)) (deconv_relu): ReLU() (predictor): Conv2d(256, 18, kernel_size=(1, 1), stride=(1, 1)) ) ) ) [03/12 15:50:33 d2.data.datasets.coco]: Loading dataset/scannet_train.coco.json takes 71.01 seconds. [03/12 15:50:33 d2.data.datasets.coco]: Loaded 18809 images in COCO format from dataset/scannet_train.coco.json [03/12 15:50:36 d2.data.build]: Removed 0 images with no usable annotations. 18809 images left. [03/12 15:50:37 d2.data.build]: Distribution of instances among all 18 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:-------------:|:-------------|:-------------:|:-------------| | cabinet | 6907 | bed | 2753 | chair | 19678 | | sofa | 2937 | table | 7754 | door | 8178 | | window | 4017 | bookshelf | 1421 | picture | 1765 | | counter | 1474 | desk | 3606 | curtain | 1591 | | refridgerator | 996 | shower curt.. | 612 | toilet | 1003 | | sink | 1500 | bathtub | 767 | otherfurnit.. | 8108 | | | | | | | | | total | 75067 | | | | | [03/12 15:50:37 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [03/12 15:50:37 d2.data.build]: Using training sampler TrainingSampler [03/12 15:50:44 d2.data.common]: Serializing 18809 elements to byte tensors and concatenating them all ... [03/12 15:50:56 d2.data.common]: Serialized dataset takes 2880.59 MiB [03/12 15:51:04 fvcore.common.checkpoint]: Loading checkpoint from /checkpoint/jihou/clip3d/insseg/pretrain/imagenet_combine_r50lr01.pkl [03/12 15:51:04 fvcore.common.checkpoint]: Reading a file from 'torchvision' [03/12 15:51:04 d2.checkpoint.c2_model_loading]: Following weights matched with submodule backbone.bottom_up: | Names in Model | Names in Checkpoint | Shapes | |:------------------|:----------------------------------------------------------------------------------|:------------------------------------------------| | res2.0.conv1.* | res2.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,1,1) | | res2.0.conv2.* | res2.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,3,3) | | res2.0.conv3.* | res2.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res2.0.shortcut.* | res2.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res2.1.conv1.* | res2.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,256,1,1) | | res2.1.conv2.* | res2.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,3,3) | | res2.1.conv3.* | res2.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res2.2.conv1.* | res2.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,256,1,1) | | res2.2.conv2.* | res2.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,64,3,3) | | res2.2.conv3.* | res2.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,64,1,1) | | res3.0.conv1.* | res3.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,256,1,1) | | res3.0.conv2.* | res3.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.0.conv3.* | res3.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res3.0.shortcut.* | res3.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,256,1,1) | | res3.1.conv1.* | res3.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,512,1,1) | | res3.1.conv2.* | res3.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.1.conv3.* | res3.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res3.2.conv1.* | res3.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,512,1,1) | | res3.2.conv2.* | res3.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.2.conv3.* | res3.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res3.3.conv1.* | res3.3.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,512,1,1) | | res3.3.conv2.* | res3.3.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (128,) (128,) (128,) (128,) (128,128,3,3) | | res3.3.conv3.* | res3.3.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,128,1,1) | | res4.0.conv1.* | res4.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,512,1,1) | | res4.0.conv2.* | res4.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.0.conv3.* | res4.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.0.shortcut.* | res4.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,512,1,1) | | res4.1.conv1.* | res4.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.1.conv2.* | res4.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.1.conv3.* | res4.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.2.conv1.* | res4.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.2.conv2.* | res4.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.2.conv3.* | res4.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.3.conv1.* | res4.3.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.3.conv2.* | res4.3.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.3.conv3.* | res4.3.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.4.conv1.* | res4.4.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.4.conv2.* | res4.4.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.4.conv3.* | res4.4.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res4.5.conv1.* | res4.5.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,1024,1,1) | | res4.5.conv2.* | res4.5.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (256,) (256,) (256,) (256,) (256,256,3,3) | | res4.5.conv3.* | res4.5.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (1024,) (1024,) (1024,) (1024,) (1024,256,1,1) | | res5.0.conv1.* | res5.0.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,1024,1,1) | | res5.0.conv2.* | res5.0.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,512,3,3) | | res5.0.conv3.* | res5.0.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,512,1,1) | | res5.0.shortcut.* | res5.0.shortcut.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,1024,1,1) | | res5.1.conv1.* | res5.1.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,2048,1,1) | | res5.1.conv2.* | res5.1.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,512,3,3) | | res5.1.conv3.* | res5.1.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,512,1,1) | | res5.2.conv1.* | res5.2.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,2048,1,1) | | res5.2.conv2.* | res5.2.conv2.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (512,) (512,) (512,) (512,) (512,512,3,3) | | res5.2.conv3.* | res5.2.conv3.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (2048,) (2048,) (2048,) (2048,) (2048,512,1,1) | | stem.conv1.* | stem.conv1.{norm.bias,norm.running_mean,norm.running_var,norm.weight,weight} | (64,) (64,) (64,) (64,) (64,3,7,7) | [03/12 15:51:04 fvcore.common.checkpoint]: Some model parameters or buffers are not found in the checkpoint: backbone.fpn_lateral2.{bias, weight} backbone.fpn_lateral3.{bias, weight} backbone.fpn_lateral4.{bias, weight} backbone.fpn_lateral5.{bias, weight} backbone.fpn_output2.{bias, weight} backbone.fpn_output3.{bias, weight} backbone.fpn_output4.{bias, weight} backbone.fpn_output5.{bias, weight} proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.anchor_deltas.{bias, weight} proposal_generator.rpn_head.conv.{bias, weight} proposal_generator.rpn_head.objectness_logits.{bias, weight} roi_heads.box_head.fc1.{bias, weight} roi_heads.box_head.fc2.{bias, weight} roi_heads.box_predictor.bbox_pred.{bias, weight} roi_heads.box_predictor.cls_score.{bias, weight} roi_heads.mask_head.deconv.{bias, weight} roi_heads.mask_head.mask_fcn1.{bias, weight} roi_heads.mask_head.mask_fcn2.{bias, weight} roi_heads.mask_head.mask_fcn3.{bias, weight} roi_heads.mask_head.mask_fcn4.{bias, weight} roi_heads.mask_head.predictor.{bias, weight} [03/12 15:51:04 fvcore.common.checkpoint]: The checkpoint state_dict contains keys that are not used by the model: res2.0.conv1.norm.num_batches_tracked res2.0.conv2.norm.num_batches_tracked res2.0.conv3.norm.num_batches_tracked res2.0.shortcut.norm.num_batches_tracked res2.1.conv1.norm.num_batches_tracked res2.1.conv2.norm.num_batches_tracked res2.1.conv3.norm.num_batches_tracked res2.2.conv1.norm.num_batches_tracked res2.2.conv2.norm.num_batches_tracked res2.2.conv3.norm.num_batches_tracked res3.0.conv1.norm.num_batches_tracked res3.0.conv2.norm.num_batches_tracked res3.0.conv3.norm.num_batches_tracked res3.0.shortcut.norm.num_batches_tracked res3.1.conv1.norm.num_batches_tracked res3.1.conv2.norm.num_batches_tracked res3.1.conv3.norm.num_batches_tracked res3.2.conv1.norm.num_batches_tracked res3.2.conv2.norm.num_batches_tracked res3.2.conv3.norm.num_batches_tracked res3.3.conv1.norm.num_batches_tracked res3.3.conv2.norm.num_batches_tracked res3.3.conv3.norm.num_batches_tracked res4.0.conv1.norm.num_batches_tracked res4.0.conv2.norm.num_batches_tracked res4.0.conv3.norm.num_batches_tracked res4.0.shortcut.norm.num_batches_tracked res4.1.conv1.norm.num_batches_tracked res4.1.conv2.norm.num_batches_tracked res4.1.conv3.norm.num_batches_tracked res4.2.conv1.norm.num_batches_tracked res4.2.conv2.norm.num_batches_tracked res4.2.conv3.norm.num_batches_tracked res4.3.conv1.norm.num_batches_tracked res4.3.conv2.norm.num_batches_tracked res4.3.conv3.norm.num_batches_tracked res4.4.conv1.norm.num_batches_tracked res4.4.conv2.norm.num_batches_tracked res4.4.conv3.norm.num_batches_tracked res4.5.conv1.norm.num_batches_tracked res4.5.conv2.norm.num_batches_tracked res4.5.conv3.norm.num_batches_tracked res5.0.conv1.norm.num_batches_tracked res5.0.conv2.norm.num_batches_tracked res5.0.conv3.norm.num_batches_tracked res5.0.shortcut.norm.num_batches_tracked res5.1.conv1.norm.num_batches_tracked res5.1.conv2.norm.num_batches_tracked res5.1.conv3.norm.num_batches_tracked res5.2.conv1.norm.num_batches_tracked res5.2.conv2.norm.num_batches_tracked res5.2.conv3.norm.num_batches_tracked stem.conv1.norm.num_batches_tracked [03/12 15:51:04 d2.engine.train_loop]: Starting training from iteration 0 [03/12 15:51:58 d2.utils.events]:  eta: 5:05:55 iter: 19 total_loss: 2.395 loss_cls: 0.9282 loss_box_reg: 0.1063 loss_mask: 0.6935 loss_rpn_cls: 0.5713 loss_rpn_loc: 0.07985 time: 0.2077 data_time: 2.5004 lr: 4.9952e-05 max_mem: 2506M [03/12 15:52:02 d2.utils.events]:  eta: 5:03:58 iter: 39 total_loss: 3.321 loss_cls: 1.368 loss_box_reg: 0.7981 loss_mask: 0.6929 loss_rpn_cls: 0.3594 loss_rpn_loc: 0.08654 time: 0.2045 data_time: 0.0197 lr: 9.9902e-05 max_mem: 2506M [03/12 15:52:07 d2.utils.events]:  eta: 5:05:15 iter: 59 total_loss: 3.311 loss_cls: 1.449 loss_box_reg: 0.8837 loss_mask: 0.692 loss_rpn_cls: 0.2746 loss_rpn_loc: 0.07568 time: 0.2048 data_time: 0.0212 lr: 0.00014985 max_mem: 2506M [03/12 15:52:11 d2.utils.events]:  eta: 5:05:42 iter: 79 total_loss: 3.32 loss_cls: 1.38 loss_box_reg: 0.9265 loss_mask: 0.6915 loss_rpn_cls: 0.2434 loss_rpn_loc: 0.08313 time: 0.2046 data_time: 0.0209 lr: 0.0001998 max_mem: 2506M [03/12 15:52:15 d2.utils.events]:  eta: 5:05:25 iter: 99 total_loss: 3.186 loss_cls: 1.298 loss_box_reg: 0.9286 loss_mask: 0.6901 loss_rpn_cls: 0.2132 loss_rpn_loc: 0.06633 time: 0.2042 data_time: 0.0236 lr: 0.00024975 max_mem: 2506M [03/12 15:52:19 d2.utils.events]:  eta: 5:05:14 iter: 119 total_loss: 3.158 loss_cls: 1.243 loss_box_reg: 0.9572 loss_mask: 0.6908 loss_rpn_cls: 0.1928 loss_rpn_loc: 0.07618 time: 0.2044 data_time: 0.0221 lr: 0.0002997 max_mem: 2506M [03/12 15:52:23 d2.utils.events]:  eta: 5:05:20 iter: 139 total_loss: 3.129 loss_cls: 1.201 loss_box_reg: 0.9669 loss_mask: 0.6907 loss_rpn_cls: 0.1785 loss_rpn_loc: 0.05472 time: 0.2044 data_time: 0.0226 lr: 0.00034965 max_mem: 2506M [03/12 15:52:27 d2.utils.events]:  eta: 5:05:41 iter: 159 total_loss: 3.058 loss_cls: 1.166 loss_box_reg: 0.9679 loss_mask: 0.6886 loss_rpn_cls: 0.181 loss_rpn_loc: 0.07457 time: 0.2045 data_time: 0.0241 lr: 0.0003996 max_mem: 2506M [03/12 15:52:31 d2.utils.events]:  eta: 5:05:47 iter: 179 total_loss: 3.081 loss_cls: 1.146 loss_box_reg: 0.9924 loss_mask: 0.685 loss_rpn_cls: 0.1797 loss_rpn_loc: 0.06668 time: 0.2046 data_time: 0.0219 lr: 0.00044955 max_mem: 2506M [03/12 15:52:35 d2.utils.events]:  eta: 5:05:33 iter: 199 total_loss: 3.012 loss_cls: 1.094 loss_box_reg: 0.9906 loss_mask: 0.6836 loss_rpn_cls: 0.1535 loss_rpn_loc: 0.06933 time: 0.2046 data_time: 0.0210 lr: 0.0004995 max_mem: 2506M [03/12 15:52:39 d2.utils.events]:  eta: 5:05:28 iter: 219 total_loss: 3.006 loss_cls: 1.107 loss_box_reg: 0.975 loss_mask: 0.683 loss_rpn_cls: 0.1617 loss_rpn_loc: 0.0616 time: 0.2047 data_time: 0.0232 lr: 0.00054945 max_mem: 2506M [03/12 15:52:44 d2.utils.events]:  eta: 5:05:42 iter: 239 total_loss: 3.024 loss_cls: 1.094 loss_box_reg: 1.001 loss_mask: 0.6836 loss_rpn_cls: 0.1373 loss_rpn_loc: 0.07124 time: 0.2047 data_time: 0.0236 lr: 0.0005994 max_mem: 2506M [03/12 15:52:48 d2.utils.events]:  eta: 5:05:20 iter: 259 total_loss: 2.993 loss_cls: 1.081 loss_box_reg: 1.023 loss_mask: 0.6774 loss_rpn_cls: 0.1572 loss_rpn_loc: 0.06725 time: 0.2046 data_time: 0.0225 lr: 0.00064935 max_mem: 2506M [03/12 15:52:52 d2.utils.events]:  eta: 5:05:25 iter: 279 total_loss: 3.005 loss_cls: 1.081 loss_box_reg: 1.016 loss_mask: 0.6807 loss_rpn_cls: 0.1542 loss_rpn_loc: 0.0698 time: 0.2045 data_time: 0.0210 lr: 0.0006993 max_mem: 2506M 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[03/12 16:05:07 d2.utils.events]:  eta: 4:56:53 iter: 3819 total_loss: 1.94 loss_cls: 0.6467 loss_box_reg: 0.7163 loss_mask: 0.4884 loss_rpn_cls: 0.04801 loss_rpn_loc: 0.04698 time: 0.2064 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 16:05:11 d2.utils.events]:  eta: 4:56:51 iter: 3839 total_loss: 1.977 loss_cls: 0.6737 loss_box_reg: 0.7043 loss_mask: 0.4938 loss_rpn_cls: 0.04504 loss_rpn_loc: 0.04255 time: 0.2064 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 16:05:15 d2.utils.events]:  eta: 4:56:47 iter: 3859 total_loss: 2.004 loss_cls: 0.6937 loss_box_reg: 0.7069 loss_mask: 0.4958 loss_rpn_cls: 0.04875 loss_rpn_loc: 0.04274 time: 0.2064 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 16:05:19 d2.utils.events]:  eta: 4:56:42 iter: 3879 total_loss: 2.04 loss_cls: 0.7008 loss_box_reg: 0.7278 loss_mask: 0.5057 loss_rpn_cls: 0.05394 loss_rpn_loc: 0.04602 time: 0.2064 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 16:05:24 d2.utils.events]:  eta: 4:56:36 iter: 3899 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loss_cls: 0.6571 loss_box_reg: 0.6888 loss_mask: 0.4864 loss_rpn_cls: 0.05661 loss_rpn_loc: 0.04848 time: 0.2064 data_time: 0.0244 lr: 0.0025 max_mem: 2506M [03/12 16:06:38 d2.utils.events]:  eta: 4:55:16 iter: 4259 total_loss: 1.969 loss_cls: 0.6602 loss_box_reg: 0.7146 loss_mask: 0.4819 loss_rpn_cls: 0.05193 loss_rpn_loc: 0.04472 time: 0.2064 data_time: 0.0245 lr: 0.0025 max_mem: 2506M [03/12 16:06:42 d2.utils.events]:  eta: 4:55:19 iter: 4279 total_loss: 1.943 loss_cls: 0.6519 loss_box_reg: 0.7012 loss_mask: 0.4804 loss_rpn_cls: 0.05213 loss_rpn_loc: 0.04786 time: 0.2064 data_time: 0.0250 lr: 0.0025 max_mem: 2506M [03/12 16:06:47 d2.utils.events]:  eta: 4:55:16 iter: 4299 total_loss: 1.93 loss_cls: 0.6587 loss_box_reg: 0.6861 loss_mask: 0.4984 loss_rpn_cls: 0.04964 loss_rpn_loc: 0.04412 time: 0.2064 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 16:06:51 d2.utils.events]:  eta: 4:55:11 iter: 4319 total_loss: 1.943 loss_cls: 0.6554 loss_box_reg: 0.7066 loss_mask: 0.496 loss_rpn_cls: 0.05155 loss_rpn_loc: 0.04803 time: 0.2064 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 16:06:55 d2.utils.events]:  eta: 4:55:01 iter: 4339 total_loss: 1.938 loss_cls: 0.6515 loss_box_reg: 0.6982 loss_mask: 0.4761 loss_rpn_cls: 0.05617 loss_rpn_loc: 0.04739 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:06:59 d2.utils.events]:  eta: 4:54:47 iter: 4359 total_loss: 1.965 loss_cls: 0.6401 loss_box_reg: 0.7141 loss_mask: 0.4991 loss_rpn_cls: 0.053 loss_rpn_loc: 0.05013 time: 0.2064 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 16:07:03 d2.utils.events]:  eta: 4:54:47 iter: 4379 total_loss: 1.953 loss_cls: 0.6359 loss_box_reg: 0.6797 loss_mask: 0.4907 loss_rpn_cls: 0.05335 loss_rpn_loc: 0.05025 time: 0.2064 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 16:07:07 d2.utils.events]:  eta: 4:54:50 iter: 4399 total_loss: 1.907 loss_cls: 0.6388 loss_box_reg: 0.6931 loss_mask: 0.4784 loss_rpn_cls: 0.04798 loss_rpn_loc: 0.04197 time: 0.2064 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d2.utils.events]:  eta: 4:54:40 iter: 4499 total_loss: 1.955 loss_cls: 0.6489 loss_box_reg: 0.6983 loss_mask: 0.4883 loss_rpn_cls: 0.06251 loss_rpn_loc: 0.05202 time: 0.2065 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 16:07:33 d2.utils.events]:  eta: 4:54:36 iter: 4519 total_loss: 2.007 loss_cls: 0.6877 loss_box_reg: 0.7216 loss_mask: 0.505 loss_rpn_cls: 0.05907 loss_rpn_loc: 0.04505 time: 0.2065 data_time: 0.0205 lr: 0.0025 max_mem: 2506M [03/12 16:07:37 d2.utils.events]:  eta: 4:54:26 iter: 4539 total_loss: 1.971 loss_cls: 0.6536 loss_box_reg: 0.7148 loss_mask: 0.4903 loss_rpn_cls: 0.04795 loss_rpn_loc: 0.04048 time: 0.2065 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 16:07:41 d2.utils.events]:  eta: 4:54:22 iter: 4559 total_loss: 1.977 loss_cls: 0.6705 loss_box_reg: 0.7154 loss_mask: 0.4928 loss_rpn_cls: 0.05842 loss_rpn_loc: 0.04675 time: 0.2065 data_time: 0.0208 lr: 0.0025 max_mem: 2506M [03/12 16:07:45 d2.utils.events]:  eta: 4:54:13 iter: 4579 total_loss: 1.939 loss_cls: 0.6435 loss_box_reg: 0.6974 loss_mask: 0.4784 loss_rpn_cls: 0.05364 loss_rpn_loc: 0.05066 time: 0.2064 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 16:07:49 d2.utils.events]:  eta: 4:54:15 iter: 4599 total_loss: 1.917 loss_cls: 0.6402 loss_box_reg: 0.6913 loss_mask: 0.478 loss_rpn_cls: 0.05215 loss_rpn_loc: 0.05256 time: 0.2065 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 16:07:53 d2.utils.events]:  eta: 4:54:07 iter: 4619 total_loss: 1.927 loss_cls: 0.6099 loss_box_reg: 0.7185 loss_mask: 0.5007 loss_rpn_cls: 0.04377 loss_rpn_loc: 0.04865 time: 0.2065 data_time: 0.0245 lr: 0.0025 max_mem: 2506M [03/12 16:07:58 d2.utils.events]:  eta: 4:54:06 iter: 4639 total_loss: 1.882 loss_cls: 0.6179 loss_box_reg: 0.6721 loss_mask: 0.4897 loss_rpn_cls: 0.05272 loss_rpn_loc: 0.05179 time: 0.2065 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:08:02 d2.utils.events]:  eta: 4:54:02 iter: 4659 total_loss: 1.902 loss_cls: 0.6449 loss_box_reg: 0.6747 loss_mask: 0.4587 loss_rpn_cls: 0.05106 loss_rpn_loc: 0.04863 time: 0.2064 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 16:08:06 d2.utils.events]:  eta: 4:53:39 iter: 4679 total_loss: 1.934 loss_cls: 0.6409 loss_box_reg: 0.7023 loss_mask: 0.4822 loss_rpn_cls: 0.05247 loss_rpn_loc: 0.04615 time: 0.2064 data_time: 0.0216 lr: 0.0025 max_mem: 2506M [03/12 16:08:10 d2.utils.events]:  eta: 4:53:34 iter: 4699 total_loss: 1.915 loss_cls: 0.631 loss_box_reg: 0.6717 loss_mask: 0.4819 loss_rpn_cls: 0.05007 loss_rpn_loc: 0.0465 time: 0.2064 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 16:08:14 d2.utils.events]:  eta: 4:53:39 iter: 4719 total_loss: 1.905 loss_cls: 0.6298 loss_box_reg: 0.685 loss_mask: 0.4773 loss_rpn_cls: 0.05207 loss_rpn_loc: 0.04508 time: 0.2064 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 16:08:18 d2.utils.events]:  eta: 4:53:45 iter: 4739 total_loss: 1.885 loss_cls: 0.6294 loss_box_reg: 0.6961 loss_mask: 0.479 loss_rpn_cls: 0.05398 loss_rpn_loc: 0.04515 time: 0.2065 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 16:08:23 d2.utils.events]:  eta: 4:53:41 iter: 4759 total_loss: 1.885 loss_cls: 0.6215 loss_box_reg: 0.6898 loss_mask: 0.4768 loss_rpn_cls: 0.05263 loss_rpn_loc: 0.0485 time: 0.2065 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 16:08:27 d2.utils.events]:  eta: 4:53:37 iter: 4779 total_loss: 1.898 loss_cls: 0.6423 loss_box_reg: 0.6865 loss_mask: 0.4723 loss_rpn_cls: 0.04725 loss_rpn_loc: 0.04447 time: 0.2065 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:08:31 d2.utils.events]:  eta: 4:53:33 iter: 4799 total_loss: 1.886 loss_cls: 0.6179 loss_box_reg: 0.683 loss_mask: 0.4804 loss_rpn_cls: 0.05297 loss_rpn_loc: 0.0492 time: 0.2064 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:08:35 d2.utils.events]:  eta: 4:53:29 iter: 4819 total_loss: 1.915 loss_cls: 0.6663 loss_box_reg: 0.6898 loss_mask: 0.4932 loss_rpn_cls: 0.04784 loss_rpn_loc: 0.04496 time: 0.2064 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:08:39 d2.utils.events]:  eta: 4:53:25 iter: 4839 total_loss: 1.911 loss_cls: 0.6385 loss_box_reg: 0.6812 loss_mask: 0.4928 loss_rpn_cls: 0.05211 loss_rpn_loc: 0.04676 time: 0.2064 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 16:08:43 d2.utils.events]:  eta: 4:53:09 iter: 4859 total_loss: 1.848 loss_cls: 0.5799 loss_box_reg: 0.6758 loss_mask: 0.4836 loss_rpn_cls: 0.04959 loss_rpn_loc: 0.04577 time: 0.2064 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:08:47 d2.utils.events]:  eta: 4:53:05 iter: 4879 total_loss: 1.944 loss_cls: 0.6345 loss_box_reg: 0.7097 loss_mask: 0.493 loss_rpn_cls: 0.05162 loss_rpn_loc: 0.0511 time: 0.2064 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:08:51 d2.utils.events]:  eta: 4:52:56 iter: 4899 total_loss: 1.932 loss_cls: 0.6427 loss_box_reg: 0.6906 loss_mask: 0.4832 loss_rpn_cls: 0.04991 loss_rpn_loc: 0.05007 time: 0.2064 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 16:08:55 d2.utils.events]:  eta: 4:53:01 iter: 4919 total_loss: 1.878 loss_cls: 0.6067 loss_box_reg: 0.6728 loss_mask: 0.4876 loss_rpn_cls: 0.04633 loss_rpn_loc: 0.04242 time: 0.2064 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 16:09:00 d2.utils.events]:  eta: 4:53:04 iter: 4939 total_loss: 1.874 loss_cls: 0.6448 loss_box_reg: 0.6681 loss_mask: 0.4651 loss_rpn_cls: 0.05458 loss_rpn_loc: 0.0512 time: 0.2064 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 16:09:04 d2.utils.events]:  eta: 4:52:49 iter: 4959 total_loss: 1.883 loss_cls: 0.6221 loss_box_reg: 0.6775 loss_mask: 0.4709 loss_rpn_cls: 0.05202 loss_rpn_loc: 0.04324 time: 0.2064 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:09:08 d2.utils.events]:  eta: 4:52:39 iter: 4979 total_loss: 1.855 loss_cls: 0.6125 loss_box_reg: 0.674 loss_mask: 0.4808 loss_rpn_cls: 0.0481 loss_rpn_loc: 0.04514 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:09:12 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0004999.pth [03/12 16:09:13 d2.utils.events]:  eta: 4:52:46 iter: 4999 total_loss: 1.84 loss_cls: 0.6227 loss_box_reg: 0.6615 loss_mask: 0.4632 loss_rpn_cls: 0.04591 loss_rpn_loc: 0.04581 time: 0.2064 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 16:09:17 d2.utils.events]:  eta: 4:52:45 iter: 5019 total_loss: 1.911 loss_cls: 0.6396 loss_box_reg: 0.6915 loss_mask: 0.4775 loss_rpn_cls: 0.0511 loss_rpn_loc: 0.04885 time: 0.2064 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 16:0 INFO: eta: 4:52:46 iter: 5039 total_loss: 1.846 loss_cls: 0.6077 loss_box_reg: 0.652 loss_mask: 0.4607 loss_rpn_cls: 0.04214 loss_rpn_loc: 0.04126 time: 0.2064 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 16:09:26] d2.utils.events INFO: eta: 4:52:39 iter: 5059 total_loss: 1.852 loss_cls: 0.5961 loss_box_reg: 0.6762 loss_mask: 0.4693 loss_rpn_cls: 0.0486 loss_rpn_loc: 0.04546 time: 0.2064 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 16:09:30] d2.utils.events INFO: eta: 4:52:41 iter: 5079 total_loss: 1.863 loss_cls: 0.6139 loss_box_reg: 0.6692 loss_mask: 0.4589 loss_rpn_cls: 0.05415 loss_rpn_loc: 0.04513 time: 0.2064 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 16:09:34] d2.utils.events INFO: eta: 4:52:36 iter: 5099 total_loss: 1.92 loss_cls: 0.6267 loss_box_reg: 0.6954 loss_mask: 0.4847 loss_rpn_cls: 0.04496 loss_rpn_loc: 0.03831 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:09:38] d2.utils.events INFO: eta: 4:52:33 iter: 5119 total_loss: 1.884 loss_cls: 0.6281 loss_box_reg: 0.6653 loss_mask: 0.4816 loss_rpn_cls: 0.05596 loss_rpn_loc: 0.05072 time: 0.2064 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 16:09:42] d2.utils.events INFO: eta: 4:52:29 iter: 5139 total_loss: 1.875 loss_cls: 0.6534 loss_box_reg: 0.692 loss_mask: 0.4704 loss_rpn_cls: 0.04327 loss_rpn_loc: 0.04343 time: 0.2064 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 16:09:46] d2.utils.events INFO: eta: 4:52:23 iter: 5159 total_loss: 1.942 loss_cls: 0.6712 loss_box_reg: 0.6954 loss_mask: 0.471 loss_rpn_cls: 0.04776 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d2.utils.events]:  eta: 4:39:00 iter: 9059 total_loss: 1.695 loss_cls: 0.5563 loss_box_reg: 0.6378 loss_mask: 0.4389 loss_rpn_cls: 0.04272 loss_rpn_loc: 0.03944 time: 0.2064 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 16:23:20 d2.utils.events]:  eta: 4:38:45 iter: 9079 total_loss: 1.686 loss_cls: 0.5241 loss_box_reg: 0.6178 loss_mask: 0.4518 loss_rpn_cls: 0.04055 loss_rpn_loc: 0.03842 time: 0.2064 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 16:23:24 d2.utils.events]:  eta: 4:38:49 iter: 9099 total_loss: 1.74 loss_cls: 0.5705 loss_box_reg: 0.6639 loss_mask: 0.4521 loss_rpn_cls: 0.04997 loss_rpn_loc: 0.04674 time: 0.2064 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:23:28 d2.utils.events]:  eta: 4:38:53 iter: 9119 total_loss: 1.709 loss_cls: 0.5289 loss_box_reg: 0.6369 loss_mask: 0.4481 loss_rpn_cls: 0.04349 loss_rpn_loc: 0.0386 time: 0.2064 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 16:23:32 d2.utils.events]:  eta: 4:38:48 iter: 9139 total_loss: 1.73 loss_cls: 0.5517 loss_box_reg: 0.6338 loss_mask: 0.4291 loss_rpn_cls: 0.04791 loss_rpn_loc: 0.0423 time: 0.2064 data_time: 0.0244 lr: 0.0025 max_mem: 2506M [03/12 16:23:36 d2.utils.events]:  eta: 4:38:37 iter: 9159 total_loss: 1.668 loss_cls: 0.5412 loss_box_reg: 0.6195 loss_mask: 0.4041 loss_rpn_cls: 0.04193 loss_rpn_loc: 0.04012 time: 0.2064 data_time: 0.0211 lr: 0.0025 max_mem: 2506M [03/12 16:23:41 d2.utils.events]:  eta: 4:38:24 iter: 9179 total_loss: 1.721 loss_cls: 0.5452 loss_box_reg: 0.6331 loss_mask: 0.4295 loss_rpn_cls: 0.04569 loss_rpn_loc: 0.04299 time: 0.2064 data_time: 0.0209 lr: 0.0025 max_mem: 2506M [03/12 16:23:45 d2.utils.events]:  eta: 4:38:16 iter: 9199 total_loss: 1.646 loss_cls: 0.523 loss_box_reg: 0.6095 loss_mask: 0.4312 loss_rpn_cls: 0.04907 loss_rpn_loc: 0.04086 time: 0.2064 data_time: 0.0174 lr: 0.0025 max_mem: 2506M [03/12 16:23:49 d2.utils.events]:  eta: 4:38:01 iter: 9219 total_loss: 1.694 loss_cls: 0.5201 loss_box_reg: 0.631 loss_mask: 0.4345 loss_rpn_cls: 0.04935 loss_rpn_loc: 0.05196 time: 0.2064 data_time: 0.0188 lr: 0.0025 max_mem: 2506M [03/12 16:23:53 d2.utils.events]:  eta: 4:37:51 iter: 9239 total_loss: 1.696 loss_cls: 0.5382 loss_box_reg: 0.6493 loss_mask: 0.4372 loss_rpn_cls: 0.03875 loss_rpn_loc: 0.03949 time: 0.2064 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:23:57 d2.utils.events]:  eta: 4:37:47 iter: 9259 total_loss: 1.68 loss_cls: 0.5449 loss_box_reg: 0.6281 loss_mask: 0.4345 loss_rpn_cls: 0.05189 loss_rpn_loc: 0.04227 time: 0.2064 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:24:01 d2.utils.events]:  eta: 4:37:45 iter: 9279 total_loss: 1.708 loss_cls: 0.5621 loss_box_reg: 0.6137 loss_mask: 0.4245 loss_rpn_cls: 0.04542 loss_rpn_loc: 0.04461 time: 0.2064 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 16:24:05 d2.utils.events]:  eta: 4:37:42 iter: 9299 total_loss: 1.671 loss_cls: 0.547 loss_box_reg: 0.6219 loss_mask: 0.4231 loss_rpn_cls: 0.04352 loss_rpn_loc: 0.04558 time: 0.2064 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 16:24:10 d2.utils.events]:  eta: 4:37:36 iter: 9319 total_loss: 1.731 loss_cls: 0.576 loss_box_reg: 0.635 loss_mask: 0.436 loss_rpn_cls: 0.04377 loss_rpn_loc: 0.03956 time: 0.2064 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:24:14 d2.utils.events]:  eta: 4:37:34 iter: 9339 total_loss: 1.688 loss_cls: 0.5338 loss_box_reg: 0.649 loss_mask: 0.4354 loss_rpn_cls: 0.04076 loss_rpn_loc: 0.0475 time: 0.2064 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 16:24:18 d2.utils.events]:  eta: 4:37:29 iter: 9359 total_loss: 1.674 loss_cls: 0.5389 loss_box_reg: 0.6178 loss_mask: 0.4176 loss_rpn_cls: 0.04595 loss_rpn_loc: 0.03785 time: 0.2064 data_time: 0.0194 lr: 0.0025 max_mem: 2506M [03/12 16:24:22 d2.utils.events]:  eta: 4:37:25 iter: 9379 total_loss: 1.693 loss_cls: 0.5395 loss_box_reg: 0.6224 loss_mask: 0.4312 loss_rpn_cls: 0.04106 loss_rpn_loc: 0.04589 time: 0.2064 data_time: 0.0193 lr: 0.0025 max_mem: 2506M [03/12 16:24:26 d2.utils.events]:  eta: 4:37:21 iter: 9399 total_loss: 1.708 loss_cls: 0.5432 loss_box_reg: 0.6325 loss_mask: 0.4454 loss_rpn_cls: 0.04356 loss_rpn_loc: 0.04802 time: 0.2064 data_time: 0.0204 lr: 0.0025 max_mem: 2506M [03/12 16:24:30 d2.utils.events]:  eta: 4:37:16 iter: 9419 total_loss: 1.676 loss_cls: 0.5489 loss_box_reg: 0.6396 loss_mask: 0.4181 loss_rpn_cls: 0.04426 loss_rpn_loc: 0.04195 time: 0.2064 data_time: 0.0266 lr: 0.0025 max_mem: 2506M [03/12 16:24:34 d2.utils.events]:  eta: 4:37:13 iter: 9439 total_loss: 1.686 loss_cls: 0.5275 loss_box_reg: 0.623 loss_mask: 0.4413 loss_rpn_cls: 0.04229 loss_rpn_loc: 0.04001 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:24:39 d2.utils.events]:  eta: 4:37:09 iter: 9459 total_loss: 1.68 loss_cls: 0.5287 loss_box_reg: 0.625 loss_mask: 0.4352 loss_rpn_cls: 0.04344 loss_rpn_loc: 0.04313 time: 0.2064 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:24:43 d2.utils.events]:  eta: 4:37:03 iter: 9479 total_loss: 1.632 loss_cls: 0.5168 loss_box_reg: 0.5973 loss_mask: 0.4376 loss_rpn_cls: 0.04362 loss_rpn_loc: 0.04054 time: 0.2064 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 16:24:47 d2.utils.events]:  eta: 4:36:44 iter: 9499 total_loss: 1.645 loss_cls: 0.5087 loss_box_reg: 0.6145 loss_mask: 0.4287 loss_rpn_cls: 0.04266 loss_rpn_loc: 0.05052 time: 0.2064 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 16:24:51 d2.utils.events]:  eta: 4:36:41 iter: 9519 total_loss: 1.653 loss_cls: 0.5298 loss_box_reg: 0.606 loss_mask: 0.4146 loss_rpn_cls: 0.04399 loss_rpn_loc: 0.05469 time: 0.2064 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 16:24:55 d2.utils.events]:  eta: 4:36:37 iter: 9539 total_loss: 1.679 loss_cls: 0.5203 loss_box_reg: 0.6195 loss_mask: 0.4328 loss_rpn_cls: 0.04277 loss_rpn_loc: 0.04574 time: 0.2064 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 16:24:59 d2.utils.events]:  eta: 4:36:40 iter: 9559 total_loss: 1.632 loss_cls: 0.506 loss_box_reg: 0.5955 loss_mask: 0.4126 loss_rpn_cls: 0.04518 loss_rpn_loc: 0.04575 time: 0.2064 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 16:25:03 d2.utils.events]:  eta: 4:36:43 iter: 9579 total_loss: 1.655 loss_cls: 0.5242 loss_box_reg: 0.6258 loss_mask: 0.4252 loss_rpn_cls: 0.04368 loss_rpn_loc: 0.0415 time: 0.2064 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 16:25:08 d2.utils.events]:  eta: 4:36:39 iter: 9599 total_loss: 1.661 loss_cls: 0.5139 loss_box_reg: 0.624 loss_mask: 0.4228 loss_rpn_cls: 0.04371 loss_rpn_loc: 0.0437 time: 0.2064 data_time: 0.0212 lr: 0.0025 max_mem: 2506M [03/12 16:25:12 d2.utils.events]:  eta: 4:36:28 iter: 9619 total_loss: 1.664 loss_cls: 0.5365 loss_box_reg: 0.6209 loss_mask: 0.4396 loss_rpn_cls: 0.03893 loss_rpn_loc: 0.03736 time: 0.2064 data_time: 0.0218 lr: 0.0025 max_mem: 2506M [03/12 16:25:16 d2.utils.events]:  eta: 4:36:27 iter: 9639 total_loss: 1.644 loss_cls: 0.4963 loss_box_reg: 0.6002 loss_mask: 0.4225 loss_rpn_cls: 0.04426 loss_rpn_loc: 0.03867 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:25:20 d2.utils.events]:  eta: 4:36:16 iter: 9659 total_loss: 1.633 loss_cls: 0.5066 loss_box_reg: 0.6312 loss_mask: 0.4173 loss_rpn_cls: 0.04288 loss_rpn_loc: 0.04203 time: 0.2064 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 16:25:24 d2.utils.events]:  eta: 4:36:12 iter: 9679 total_loss: 1.615 loss_cls: 0.503 loss_box_reg: 0.5891 loss_mask: 0.4206 loss_rpn_cls: 0.04605 loss_rpn_loc: 0.04503 time: 0.2064 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 16:25:28 d2.utils.events]:  eta: 4:36:06 iter: 9699 total_loss: 1.678 loss_cls: 0.5227 loss_box_reg: 0.6195 loss_mask: 0.4489 loss_rpn_cls: 0.04061 loss_rpn_loc: 0.04139 time: 0.2064 data_time: 0.0198 lr: 0.0025 max_mem: 2506M [03/12 16:25:32 d2.utils.events]:  eta: 4:36:03 iter: 9719 total_loss: 1.715 loss_cls: 0.5695 loss_box_reg: 0.6103 loss_mask: 0.4313 loss_rpn_cls: 0.04162 loss_rpn_loc: 0.05014 time: 0.2064 data_time: 0.0188 lr: 0.0025 max_mem: 2506M [03/12 16:25:37 d2.utils.events]:  eta: 4:35:58 iter: 9739 total_loss: 1.638 loss_cls: 0.534 loss_box_reg: 0.6123 loss_mask: 0.4279 loss_rpn_cls: 0.04373 loss_rpn_loc: 0.04539 time: 0.2064 data_time: 0.0204 lr: 0.0025 max_mem: 2506M [03/12 16:25:41 d2.utils.events]:  eta: 4:35:49 iter: 9759 total_loss: 1.645 loss_cls: 0.51 loss_box_reg: 0.6149 loss_mask: 0.4322 loss_rpn_cls: 0.03864 loss_rpn_loc: 0.04461 time: 0.2064 data_time: 0.0183 lr: 0.0025 max_mem: 2506M [03/12 16:25:45 d2.utils.events]:  eta: 4:35:42 iter: 9779 total_loss: 1.637 loss_cls: 0.5069 loss_box_reg: 0.6072 loss_mask: 0.4209 loss_rpn_cls: 0.04546 loss_rpn_loc: 0.04432 time: 0.2064 data_time: 0.0198 lr: 0.0025 max_mem: 2506M [03/12 16:25:49 d2.utils.events]:  eta: 4:35:18 iter: 9799 total_loss: 1.685 loss_cls: 0.5427 loss_box_reg: 0.6205 loss_mask: 0.4388 loss_rpn_cls: 0.04041 loss_rpn_loc: 0.03545 time: 0.2064 data_time: 0.0207 lr: 0.0025 max_mem: 2506M [03/12 16:25:53 d2.utils.events]:  eta: 4:35:17 iter: 9819 total_loss: 1.729 loss_cls: 0.5472 loss_box_reg: 0.63 loss_mask: 0.4541 loss_rpn_cls: 0.04227 loss_rpn_loc: 0.04048 time: 0.2064 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 16:25:57 d2.utils.events]:  eta: 4:35:05 iter: 9839 total_loss: 1.687 loss_cls: 0.5195 loss_box_reg: 0.6242 loss_mask: 0.4357 loss_rpn_cls: 0.04541 loss_rpn_loc: 0.04308 time: 0.2064 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 16:26:01 d2.utils.events]:  eta: 4:35:03 iter: 9859 total_loss: 1.659 loss_cls: 0.523 loss_box_reg: 0.6094 loss_mask: 0.4209 loss_rpn_cls: 0.0445 loss_rpn_loc: 0.04439 time: 0.2064 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 16:26:05 d2.utils.events]:  eta: 4:34:59 iter: 9879 total_loss: 1.753 loss_cls: 0.5478 loss_box_reg: 0.6577 loss_mask: 0.4426 loss_rpn_cls: 0.04541 loss_rpn_loc: 0.04169 time: 0.2064 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 16:26:10 d2.utils.events]:  eta: 4:35:04 iter: 9899 total_loss: 1.688 loss_cls: 0.541 loss_box_reg: 0.6351 loss_mask: 0.4304 loss_rpn_cls: 0.04166 loss_rpn_loc: 0.04673 time: 0.2064 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:26:14 d2.utils.events]:  eta: 4:34:57 iter: 9919 total_loss: 1.652 loss_cls: 0.5131 loss_box_reg: 0.607 loss_mask: 0.4246 loss_rpn_cls: 0.04438 loss_rpn_loc: 0.04883 time: 0.2064 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:26:18 d2.utils.events]:  eta: 4:34:56 iter: 9939 total_loss: 1.584 loss_cls: 0.5079 loss_box_reg: 0.6076 loss_mask: 0.4082 loss_rpn_cls: 0.04374 loss_rpn_loc: 0.0431 time: 0.2064 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:26:22 d2.utils.events]:  eta: 4:35:00 iter: 9959 total_loss: 1.699 loss_cls: 0.5376 loss_box_reg: 0.6266 loss_mask: 0.4229 loss_rpn_cls: 0.04739 loss_rpn_loc: 0.04305 time: 0.2064 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 16:26:27 d2.utils.events]:  eta: 4:34:58 iter: 9979 total_loss: 1.676 loss_cls: 0.5403 loss_box_reg: 0.604 loss_mask: 0.4425 loss_rpn_cls: 0.03881 loss_rpn_loc: 0.04406 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:26:31 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0009999.pth [03/12 16:26:49 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 17.38 seconds. [03/12 16:26:49 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 16:26:50 d2.data.build]: Distribution of instances among all 18 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:-------------:|:-------------|:-------------:|:-------------| | cabinet | 1832 | bed | 764 | chair | 6630 | | sofa | 606 | table | 2194 | door | 1875 | | window | 1222 | bookshelf | 454 | picture | 560 | | counter | 399 | desk | 1037 | curtain | 362 | | refridgerator | 290 | shower curt.. | 182 | toilet | 280 | | sink | 413 | bathtub | 196 | otherfurnit.. | 2379 | | | | | | | | | total | 21675 | | | | | [03/12 16:26:50 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 16:26:50 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 16:26:52 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 16:26:54 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() [03/12 16:27:08 d2.evaluation.evaluator]: Start inference on 662 images /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/modeling/roi_heads/fast_rcnn.py:103: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) num_fg = fg_inds.nonzero().numel() [03/12 16:27:26 d2.evaluation.evaluator]: Inference done 11/662. 0.0494 s / img. ETA=0:00:41 [03/12 16:27:31 d2.evaluation.evaluator]: Inference done 95/662. 0.0441 s / img. ETA=0:00:34 [03/12 16:27:36 d2.evaluation.evaluator]: Inference done 172/662. 0.0439 s / img. ETA=0:00:30 [03/12 16:27:42 d2.evaluation.evaluator]: Inference done 244/662. 0.0437 s / img. ETA=0:00:27 [03/12 16:27:47 d2.evaluation.evaluator]: Inference done 329/662. 0.0436 s / img. ETA=0:00:21 [03/12 16:27:52 d2.evaluation.evaluator]: Inference done 406/662. 0.0435 s / img. ETA=0:00:16 [03/12 16:27:57 d2.evaluation.evaluator]: Inference done 494/662. 0.0434 s / img. ETA=0:00:10 [03/12 16:28:02 d2.evaluation.evaluator]: Inference done 571/662. 0.0434 s / img. ETA=0:00:05 [03/12 16:28:07 d2.evaluation.evaluator]: Inference done 654/662. 0.0433 s / img. ETA=0:00:00 [03/12 16:28:07 d2.evaluation.evaluator]: Total inference time: 0:00:41.420249 (0.063045 s / img per device, on 8 devices) [03/12 16:28:07 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043350 s / img per device, on 8 devices) [03/12 16:28:14 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/12 16:28:14 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 16:28:14 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.04s) creating index... index created! [03/12 16:28:14 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/12 16:28:20 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 6.05 seconds. [03/12 16:28:20 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 16:28:20 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.23 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.144 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.122 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.013 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.159 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.202 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.244 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.245 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.015 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.274 [03/12 16:28:20 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 14.362 | 29.324 | 12.154 | 0.000 | 1.306 | 15.943 | [03/12 16:28:20 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 7.819 | bed | 24.658 | chair | 14.780 | | sofa | 16.208 | table | 22.833 | door | 12.473 | | window | 9.090 | bookshelf | 21.563 | picture | 18.081 | | counter | 8.621 | desk | 8.301 | curtain | 5.188 | | refridgerator | 0.967 | shower curtain | 15.341 | toilet | 32.029 | | sink | 13.385 | bathtub | 15.924 | otherfurniture | 11.250 | Loading and preparing results... DONE (t=1.04s) creating index... index created! [03/12 16:28:22 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/12 16:28:37 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 15.16 seconds. [03/12 16:28:37 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 16:28:38 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.23 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.108 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.093 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.004 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.121 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.161 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.189 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.189 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.007 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.212 [03/12 16:28:38 d2.evaluation.coco_evaluation]: Evn csv format: [03/12 16:28:38] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 16:28:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 16:28:38] d2.evaluation.testing INFO: copypaste: 14.3617,29.3238,12.1541,0.0000,1.3060,15.9431 [03/12 16:28:38] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 16:28:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 16:28:38] d2.evaluation.testing INFO: copypaste: 10.8165,22.9556,9.3326,0.0000,0.4439,12.1046 [03/12 16:28:38] d2.utils.events INFO: eta: 4:35:02 iter: 9999 total_loss: 1.672 loss_cls: 0.53 loss_box_reg: 0.6299 loss_mask: 0.4334 loss_rpn_cls: 0.03963 loss_rpn_loc: 0.0375 time: 0.2064 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 16:28:42] d2.utils.events INFO: eta: 4:35:02 iter: 10019 total_loss: 1.685 loss_cls: 0.5261 loss_box_reg: 0.6159 loss_mask: 0.4251 loss_rpn_cls: 0.03975 loss_rpn_loc: 0.0447 time: 0.2064 data_time: 0.0252 lr: 0.0025 max_mem: 2506M [03/12 16:28:47] d2.utils.events INFO: eta: 4:34:58 iter: 10039 total_loss: 1.628 loss_cls: 0.5122 loss_box_reg: 0.6008 loss_mask: 0.4199 loss_rpn_cls: 0.0437 loss_rpn_loc: 0.04539 time: 0.2064 data_time: 0.0245 lr: 0.0025 max_mem: 2506M [03/12 16:28:51] d2.utils.events INFO: eta: 4:34:55 iter: 10059 total_loss: 1.682 loss_cls: 0.5245 loss_box_reg: 0.6144 loss_mask: 0.4378 loss_rpn_cls: 0.04895 loss_rpn_loc: 0.04407 time: 0.2064 data_time: 0.0244 lr: 0.0025 max_mem: 2506M [03/12 16:28:55] d2.utils.events INFO: eta: 4:34:49 iter: 10079 total_loss: 1.647 loss_cls: 0.5323 loss_box_reg: 0.61 loss_mask: 0.4165 loss_rpn_cls: 0.03875 loss_rpn_loc: 0.04289 time: 0.2064 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 16:28:59] d2.utils.events INFO: eta: 4:34:46 iter: 10099 total_loss: 1.709 loss_cls: 0.5455 loss_box_reg: 0.6218 loss_mask: 0.4609 loss_rpn_cls: 0.0427 loss_rpn_loc: 0.04356 time: 0.2064 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 16:29:03] d2.utils.events INFO: eta: 4:34:41 iter: 10119 total_loss: 1.689 loss_cls: 0.526 loss_box_reg: 0.6125 loss_mask: 0.4356 loss_rpn_cls: 0.04306 loss_rpn_loc: 0.03755 time: 0.2064 data_time: 0.0216 lr: 0.0025 max_mem: 2506M [03/12 16:29:08] d2.utils.events INFO: eta: 4:34:37 iter: 10139 total_loss: 1.662 loss_cls: 0.5103 loss_box_reg: 0.6326 loss_mask: 0.4275 loss_rpn_cls: 0.04422 loss_rpn_loc: 0.04321 time: 0.2064 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 16:29:12] d2.utils.events INFO: eta: 4:34:33 iter: 10159 total_loss: 1.687 loss_cls: 0.5271 loss_box_reg: 0.6433 loss_mask: 0.4322 loss_rpn_cls: 0.04478 loss_rpn_loc: 0.04746 time: 0.2064 data_time: 0.0216 lr: 0.0025 max_mem: 2506M [03/12 16:29:16] d2.utils.events INFO: eta: 4:34:30 iter: 10179 total_loss: 1.644 loss_cls: 0.5056 loss_box_reg: 0.6203 loss_mask: 0.4189 loss_rpn_cls: 0.04203 loss_rpn_loc: 0.03771 time: 0.2064 data_time: 0.0247 lr: 0.0025 max_mem: 2506M [03/12 16:29:20] d2.utils.events INFO: eta: 4:34:26 iter: 10199 total_loss: 1.69 loss_cls: 0.56 loss_box_reg: 0.6217 loss_mask: 0.4321 loss_rpn_cls: 0.04677 loss_rpn_loc: 0.04997 time: 0.2064 data_time: 0.0245 lr: 0.0025 max_mem: 2506M [03/12 16:29:24] d2.utils.events INFO: eta: 4:34:28 iter: 10219 total_loss: 1.62 loss_cls: 0.4926 loss_box_reg: 0.6008 loss_mask: 0.4218 loss_rpn_cls: 0.04223 loss_rpn_loc: 0.04865 time: 0.2064 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 16:29:28] d2.utils.events INFO: eta: 4:34:27 iter: 10239 total_loss: 1.622 loss_cls: 0.4985 loss_box_reg: 0.6149 loss_mask: 0.4261 loss_rpn_cls: 0.04199 loss_rpn_loc: 0.04517 time: 0.2064 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:29:32] d2.utils.events INFO: eta: 4:34:19 iter: 10259 total_loss: 1.746 loss_cls: 0.5485 loss_box_reg: 0.6467 loss_mask: 0.4381 loss_rpn_cls: 0.04647 loss_rpn_loc: 0.04199 time: 0.2064 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 16:29:37] d2.utils.events INFO: eta: 4:34:15 iter: 10279 total_loss: 1.605 loss_cls: 0.525 loss_box_reg: 0.5742 loss_mask: 0.4096 loss_rpn_cls: 0.03966 loss_rpn_loc: 0.03884 time: 0.2064 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 16:29:41] d2.utils.events INFO: eta: 4:34:20 iter: 10299 total_loss: 1.717 loss_cls: 0.5634 loss_box_reg: 0.6304 loss_mask: 0.4392 loss_rpn_cls: 0.04471 loss_rpn_loc: 0.04842 time: 0.2064 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 16:29:45] d2.utils.events INFO: eta: 4:34:21 iter: 10319 total_loss: 1.66 loss_cls: 0.5371 loss_box_reg: 0.6315 loss_mask: 0.4437 loss_rpn_cls: 0.04123 loss_rpn_loc: 0.0363 time: 0.2064 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 16:29:49] d2.utils.events INFO: eta: 4:34:21 iter: 10339 total_loss: 1.666 loss_cls: 0.5456 loss_box_reg: 0.6153 loss_mask: 0.4144 loss_rpn_cls: 0.04395 loss_rpn_loc: 0.0448 time: 0.2064 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 16:29:53] d2.utils.events INFO: eta: 4:34:20 iter: 10359 total_loss: 1.621 loss_cls: 0.5399 loss_box_reg: 0.5809 loss_mask: 0.4166 loss_rpn_cls: 0.04438 loss_rpn_loc: 0.04372 time: 0.2064 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 16:29:57] d2.utils.events INFO: eta: 4:34:16 iter: 10379 total_loss: 1.679 loss_cls: 0.5304 loss_box_reg: 0.6148 loss_mask: 0.4425 loss_rpn_cls: 0.03734 loss_rpn_loc: 0.03923 time: 0.2064 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 16:30:01] d2.utils.events INFO: eta: 4:34:07 iter: 10399 total_loss: 1.662 loss_cls: 0.5157 loss_box_reg: 0.6075 loss_mask: 0.4292 loss_rpn_cls: 0.0447 loss_rpn_loc: 0.04247 time: 0.2064 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 16:30:06] d2.utils.events INFO: eta: 4:34:03 iter: 10419 total_loss: 1.613 loss_cls: 0.527 loss_box_reg: 0.6154 loss_mask: 0.4309 loss_rpn_cls: 0.04482 loss_rpn_loc: 0.04303 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:30:10] d2.utils.events INFO: eta: 4:33:52 iter: 10439 total_loss: 1.642 loss_cls: 0.5202 loss_box_reg: 0.6088 loss_mask: 0.4239 loss_rpn_cls: 0.03851 loss_rpn_loc: 0.04504 time: 0.2064 data_time: 0.0202 lr: 0.0025 max_mem: 2506M [03/12 16:30:14] d2.utils.events INFO: eta: 4:33:41 iter: 10459 total_loss: 1.594 loss_cls: 0.495 loss_box_reg: 0.5934 loss_mask: 0.438 loss_rpn_cls: 0.04029 loss_rpn_loc: 0.04159 time: 0.2064 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 16:30:18] d2.utils.events INFO: eta: 4:33:44 iter: 10479 total_loss: 1.639 loss_cls: 0.5245 loss_box_reg: 0.6058 loss_mask: 0.4308 loss_rpn_cls: 0.04469 loss_rpn_loc: 0.03882 time: 0.2064 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 16:30:22] d2.utils.events INFO: eta: 4:33:41 iter: 10499 total_loss: 1.676 loss_cls: 0.5199 loss_box_reg: 0.6044 loss_mask: 0.4384 loss_rpn_cls: 0.04121 loss_rpn_loc: 0.03938 time: 0.2064 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:30:26] d2.utils.events INFO: eta: 4:33:40 iter: 10519 total_loss: 1.687 loss_cls: 0.5436 10519 total_loss: 1.687 loss_cls: 0.5436 loss_box_reg: 0.6005 loss_mask: 0.4234 loss_rpn_cls: 0.0448 loss_rpn_loc: 0.04108 time: 0.2064 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 16:30:30 d2.utils.events]:  eta: 4:33:34 iter: 10539 total_loss: 1.653 loss_cls: 0.5119 loss_box_reg: 0.6057 loss_mask: 0.4174 loss_rpn_cls: 0.04055 loss_rpn_loc: 0.0448 time: 0.2064 data_time: 0.0204 lr: 0.0025 max_mem: 2506M [03/12 16:30:34 d2.utils.events]:  eta: 4:33:28 iter: 10559 total_loss: 1.685 loss_cls: 0.5182 loss_box_reg: 0.6339 loss_mask: 0.4346 loss_rpn_cls: 0.04894 loss_rpn_loc: 0.0458 time: 0.2064 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 16:30:39 d2.utils.events]:  eta: 4:33:22 iter: 10579 total_loss: 1.647 loss_cls: 0.5152 loss_box_reg: 0.6162 loss_mask: 0.4136 loss_rpn_cls: 0.04651 loss_rpn_loc: 0.04531 time: 0.2064 data_time: 0.0279 lr: 0.0025 max_mem: 2506M [03/12 16:30:43 d2.utils.events]:  eta: 4:33:22 iter: 10599 total_loss: 1.63 loss_cls: 0.4919 loss_box_reg: 0.5985 loss_mask: 0.4204 loss_rpn_cls: 0.04343 loss_rpn_loc: 0.04722 time: 0.2064 data_time: 0.0209 lr: 0.0025 max_mem: 2506M [03/12 16:30:47 d2.utils.events]:  eta: 4:33:17 iter: 10619 total_loss: 1.642 loss_cls: 0.4979 loss_box_reg: 0.5976 loss_mask: 0.4333 loss_rpn_cls: 0.04348 loss_rpn_loc: 0.04281 time: 0.2064 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 16:30:51 d2.utils.events]:  eta: 4:33:10 iter: 10639 total_loss: 1.629 loss_cls: 0.5117 loss_box_reg: 0.5925 loss_mask: 0.4404 loss_rpn_cls: 0.03832 loss_rpn_loc: 0.03723 time: 0.2064 data_time: 0.0188 lr: 0.0025 max_mem: 2506M [03/12 16:30:55 d2.utils.events]:  eta: 4:33:07 iter: 10659 total_loss: 1.541 loss_cls: 0.4861 loss_box_reg: 0.5859 loss_mask: 0.4229 loss_rpn_cls: 0.03543 loss_rpn_loc: 0.03897 time: 0.2064 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 16:30:59 d2.utils.events]:  eta: 4:33:03 iter: 10679 total_loss: 1.629 loss_cls: 0.5001 loss_box_reg: 0.5956 loss_mask: 0.4318 loss_rpn_cls: 0.03766 loss_rpn_loc: 0.04401 time: 0.2064 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:31:04 d2.utils.events]:  eta: 4:33:00 iter: 10699 total_loss: 1.671 loss_cls: 0.4814 loss_box_reg: 0.6416 loss_mask: 0.4143 loss_rpn_cls: 0.04337 loss_rpn_loc: 0.04611 time: 0.2064 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 16:31:08 d2.utils.events]:  eta: 4:32:56 iter: 10719 total_loss: 1.681 loss_cls: 0.5152 loss_box_reg: 0.6029 loss_mask: 0.4274 loss_rpn_cls: 0.03863 loss_rpn_loc: 0.04346 time: 0.2064 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 16:31:12 d2.utils.events]:  eta: 4:32:51 iter: 10739 total_loss: 1.634 loss_cls: 0.5127 loss_box_reg: 0.6123 loss_mask: 0.4299 loss_rpn_cls: 0.04384 loss_rpn_loc: 0.04222 time: 0.2064 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 16:31:16 d2.utils.events]:  eta: 4:32:53 iter: 10759 total_loss: 1.625 loss_cls: 0.493 loss_box_reg: 0.6102 loss_mask: 0.4205 loss_rpn_cls: 0.04079 loss_rpn_loc: 0.04319 time: 0.2064 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 16:31:20 d2.utils.events]:  eta: 4:32:50 iter: 10779 total_loss: 1.596 loss_cls: 0.5002 loss_box_reg: 0.6069 loss_mask: 0.4332 loss_rpn_cls: 0.04188 loss_rpn_loc: 0.04595 time: 0.2064 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 16:31:24 d2.utils.events]:  eta: 4:32:52 iter: 10799 total_loss: 1.652 loss_cls: 0.5298 loss_box_reg: 0.6065 loss_mask: 0.4272 loss_rpn_cls: 0.03895 loss_rpn_loc: 0.04333 time: 0.2064 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:31:29 d2.utils.events]:  eta: 4:32:48 iter: 10819 total_loss: 1.66 loss_cls: 0.533 loss_box_reg: 0.6077 loss_mask: 0.4407 loss_rpn_cls: 0.04445 loss_rpn_loc: 0.04133 time: 0.2064 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 16:31:33 d2.utils.events]:  eta: 4:32:52 iter: 10839 total_loss: 1.654 loss_cls: 0.524 loss_box_reg: 0.6203 loss_mask: 0.4235 loss_rpn_cls: 0.04315 loss_rpn_loc: 0.03978 time: 0.2065 data_time: 0.0248 lr: 0.0025 max_mem: 2506M [03/12 16:31:37 d2.utils.events]:  eta: 4:32:52 iter: 10859 total_loss: 1.673 loss_cls: 0.5169 loss_box_reg: 0.5978 loss_mask: 0.4367 loss_rpn_cls: 0.04412 loss_rpn_loc: 0.04244 time: 0.2065 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:31:41 d2.utils.events]:  eta: 4:32:59 iter: 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d2.utils.events]:  eta: 4:30:29 iter: 11479 total_loss: 1.582 loss_cls: 0.4876 loss_box_reg: 0.5915 loss_mask: 0vents INFO: eta: 4:30:22 iter: 11499 total_loss: 1.607 loss_cls: 0.4758 loss_box_reg: 0.6067 loss_mask: 0.4255 loss_rpn_cls: 0.0404 loss_rpn_loc: 0.03874 time: 0.2065 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 16:33:55] d2.utils.events INFO: eta: 4:30:22 iter: 11519 total_loss: 1.621 loss_cls: 0.4938 loss_box_reg: 0.6091 loss_mask: 0.4093 loss_rpn_cls: 0.04028 loss_rpn_loc: 0.04759 time: 0.2065 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:33:59] d2.utils.events INFO: eta: 4:30:18 iter: 11539 total_loss: 1.598 loss_cls: 0.4976 loss_box_reg: 0.5983 loss_mask: 0.4176 loss_rpn_cls: 0.04435 loss_rpn_loc: 0.0432 time: 0.2065 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 16:34:03] d2.utils.events INFO: eta: 4:30:22 iter: 11559 total_loss: 1.603 loss_cls: 0.4885 loss_box_reg: 0.6019 loss_mask: 0.4194 loss_rpn_cls: 0.03968 loss_rpn_loc: 0.04694 time: 0.2065 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loss_mask: 0.4083 loss_rpn_cls: 0.03858 loss_rpn_loc: 0.04364 time: 0.2065 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 16:45:25 d2.utils.events]:  eta: 4:18:29 iter: 14839 total_loss: 1.586 loss_cls: 0.4949 loss_box_reg: 0.5786 loss_mask: 0.4107 loss_rpn_cls: 0.0422 loss_rpn_loc: 0.04502 time: 0.2065 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 16:45:29 d2.utils.events]:  eta: 4:18:26 iter: 14859 total_loss: 1.545 loss_cls: 0.4822 loss_box_reg: 0.5765 loss_mask: 0.3998 loss_rpn_cls: 0.03852 loss_rpn_loc: 0.04014 time: 0.2065 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 16:45:33 d2.utils.events]:  eta: 4:18:20 iter: 14879 total_loss: 1.519 loss_cls: 0.4619 loss_box_reg: 0.5675 loss_mask: 0.3998 loss_rpn_cls: 0.03669 loss_rpn_loc: 0.03997 time: 0.2065 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 16:45:37 d2.utils.events]:  eta: 4:18:17 iter: 14899 total_loss: 1.525 loss_cls: 0.4518 loss_box_reg: 0.5721 loss_mask: 0.4098 loss_rpn_cls: 0.03844 loss_rpn_loc: 0.03982 time: 0.2065 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 16:45:41 d2.utils.events]:  eta: 4:18:15 iter: 14919 total_loss: 1.51 loss_cls: 0.4402 loss_box_reg: 0.5682 loss_mask: 0.406 loss_rpn_cls: 0.03703 loss_rpn_loc: 0.04232 time: 0.2065 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 16:45:46 d2.utils.events]:  eta: 4:18:09 iter: 14939 total_loss: 1.474 loss_cls: 0.4399 loss_box_reg: 0.5456 loss_mask: 0.4073 loss_rpn_cls: 0.0365 loss_rpn_loc: 0.04061 time: 0.2065 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 16:45:50 d2.utils.events]:  eta: 4:18:04 iter: 14959 total_loss: 1.564 loss_cls: 0.5 loss_box_reg: 0.5859 loss_mask: 0.4098 loss_rpn_cls: 0.03884 loss_rpn_loc: 0.04327 time: 0.2065 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 16:45:54 d2.utils.events]:  eta: 4:18:03 iter: 14979 total_loss: 1.515 loss_cls: 0.4458 loss_box_reg: 0.5923 loss_mask: 0.3954 loss_rpn_cls: 0.03769 loss_rpn_loc: 0.04128 time: 0.2065 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 16:45:58 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0014999.pth [03/12 16:45:59 d2.utils.events]:  eta: 4:18:03 iter: 14999 total_loss: 1.533 loss_cls: 0.4495 loss_box_reg: 0.5812 loss_mask: 0.4074 loss_rpn_cls: 0.03971 loss_rpn_loc: 0.04035 time: 0.2065 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 16:46:03 d2.utils.events]:  eta: 4:17:57 iter: 15019 total_loss: 1.518 loss_cls: 0.4891 loss_box_reg: 0.5807 loss_mask: 0.4041 loss_rpn_cls: 0.04218 loss_rpn_loc: 0.04422 time: 0.2065 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 16:46:07 d2.utils.events]:  eta: 4:17:57 iter: 15039 total_loss: 1.544 loss_cls: 0.4711 loss_box_reg: 0.582 loss_mask: 0.4133 loss_rpn_cls: 0.03727 loss_rpn_loc: 0.03951 time: 0.2065 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 16:46:11 d2.utils.events]:  eta: 4:18:01 iter: 15059 total_loss: 1.536 loss_cls: 0.4671 loss_box_reg: 0.5747 loss_mask: 0.4041 loss_rpn_cls: 0.03891 loss_rpn_loc: 0.04511 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[03/12 16:52:43 d2.utils.events]:  eta: 4:11:20 iter: 16939 total_loss: 1.524 loss_cls: 0.4332 loss_box_reg: 0.5885 loss_mask: 0.4052 loss_rpn_cls: 0.03545 loss_rpn_loc: 0.04178 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 16:52:47 d2.utils.events]:  eta: 4:11:17 iter: 16959 total_loss: 1.51 loss_cls: 0.455 loss_box_reg: 0.5587 loss_mask: 0.4159 loss_rpn_cls: 0.03977 loss_rpn_loc: 0.04723 time: 0.2066 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 16:52:51 d2.utils.events]:  eta: 4:11:16 iter: 16979 total_loss: 1.471 loss_cls: 0.438 loss_box_reg: 0.5596 loss_mask: 0.3897 loss_rpn_cls: 0.03694 loss_rpn_loc: 0.03997 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 16:52:55 d2.utils.events]:  eta: 4:11:02 iter: 16999 total_loss: 1.494 loss_cls: 0.4341 loss_box_reg: 0.5641 loss_mask: 0.4084 loss_rpn_cls: 0.03861 loss_rpn_loc: 0.03842 time: 0.2066 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 16:52:59 d2.utils.events]:  eta: 4:10:59 iter: 17019 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17:02:40] d2.utils.events INFO: eta: 4:01:23 iter: 19819 total_loss: 1.462 loss_cls: 0.4432 loss_box_reg: 0.5614 loss_mask: 0.3843 loss_rpn_cls: 0.03986 loss_rpn_loc: 0.04114 time: 0.2065 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 17:02:44] d2.utils.events INFO: eta: 4:01:16 iter: 19839 total_loss: 1.479 loss_cls: 0.4388 loss_box_reg: 0.5544 loss_mask: 0.3841 loss_rpn_cls: 0.03447 loss_rpn_loc: 0.03865 time: 0.2065 data_time: 0.0221 lr: 0.0025 max_mem: 2506M865 time: 0.2065 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 17:02:48 d2.utils.events]:  eta: 4:01:10 iter: 19859 total_loss: 1.381 loss_cls: 0.3982 loss_box_reg: 0.5381 loss_mask: 0.3796 loss_rpn_cls: 0.03903 loss_rpn_loc: 0.0461 time: 0.2065 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 17:02:53 d2.utils.events]:  eta: 4:01:06 iter: 19879 total_loss: 1.47 loss_cls: 0.4302 loss_box_reg: 0.558 loss_mask: 0.3814 loss_rpn_cls: 0.03756 loss_rpn_loc: 0.04135 time: 0.2065 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 17:02:57 d2.utils.events]:  eta: 4:00:48 iter: 19899 total_loss: 1.449 loss_cls: 0.4049 loss_box_reg: 0.5453 loss_mask: 0.3771 loss_rpn_cls: 0.03875 loss_rpn_loc: 0.03817 time: 0.2065 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 17:03:01 d2.utils.events]:  eta: 4:00:42 iter: 19919 total_loss: 1.486 loss_cls: 0.4293 loss_box_reg: 0.5574 loss_mask: 0.3882 loss_rpn_cls: 0.03841 loss_rpn_loc: 0.04077 time: 0.2065 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:03:05 d2.utils.events]:  eta: 4:00:46 iter: 19939 total_loss: 1.419 loss_cls: 0.4168 loss_box_reg: 0.5396 loss_mask: 0.3805 loss_rpn_cls: 0.0363 loss_rpn_loc: 0.03701 time: 0.2065 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 17:03:09 d2.utils.events]:  eta: 4:00:50 iter: 19959 total_loss: 1.478 loss_cls: 0.43 loss_box_reg: 0.5468 loss_mask: 0.3935 loss_rpn_cls: 0.0351 loss_rpn_loc: 0.04189 time: 0.2065 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 17:03:14 d2.utils.events]:  eta: 4:00:49 iter: 19979 total_loss: 1.427 loss_cls: 0.4172 loss_box_reg: 0.5537 loss_mask: 0.388 loss_rpn_cls: 0.03625 loss_rpn_loc: 0.04046 time: 0.2065 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 17:03:18 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0019999.pth [03/12 17:03:34 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 14.66 seconds. [03/12 17:03:34 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 17:03:35 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 17:03:35 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 17:03:37 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 17:03:38 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 17:03:53 d2.evaluation.evaluator]: Start inference on 662 images [03/12 17:04:11 d2.evaluation.evaluator]: Inference done 11/662. 0.0453 s / img. ETA=0:00:39 [03/12 17:04:16 d2.evaluation.evaluator]: Inference done 92/662. 0.0443 s / img. ETA=0:00:35 [03/12 17:04:21 d2.evaluation.evaluator]: Inference done 172/662. 0.0439 s / img. ETA=0:00:30 [03/12 17:04:26 d2.evaluation.evaluator]: Inference done 251/662. 0.0439 s / img. ETA=0:00:25 [03/12 17:04:31 d2.evaluation.evaluator]: Inference done 336/662. 0.0438 s / img. ETA=0:00:20 [03/12 17:04:36 d2.evaluation.evaluator]: Inference done 418/662. 0.0436 s / img. ETA=0:00:15 [03/12 17:04:41 d2.evaluation.evaluator]: Inference done 504/662. 0.0435 s / img. ETA=0:00:09 [03/12 17:04:46 d2.evaluation.evaluator]: Inference done 584/662. 0.0435 s / img. ETA=0:00:04 [03/12 17:04:51 d2.evaluation.evaluator]: Inference done 633/662. 0.0467 s / img. ETA=0:00:01 [03/12 17:04:53 d2.evaluation.evaluator]: Total inference time: 0:00:42.549012 (0.064763 s / img per device, on 8 devices) [03/12 17:04:53 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:30 (0.046489 s / img per device, on 8 devices) [03/12 17:04:55 d2.evaluation.coco_eval.. [03/12 17:04:55] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 17:04:55] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/12 17:04:55] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/12 17:05:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 4.91 seconds. [03/12 17:05:00] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 17:05:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 17:05:00] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 19.750 | 36.831 | 19.208 | 0.000 | 1.729 | 21.919 | [03/12 17:05:00] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 13.665 | bed | 34.275 | chair | 20.848 | | sofa | 23.587 | table | 25.627 | door | 14.183 | | window | 13.201 | bookshelf | 25.224 | picture | 20.115 | | counter | 13.072 | desk | 14.008 | curtain | 10.343 | | refridgerator | 12.594 | shower curtain | 21.165 | toilet | 38.613 | | sink | 19.011 | bathtub | 21.432 | otherfurniture | 14.537 | [03/12 17:05:03] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/12 17:05:18] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.10 seconds. [03/12 17:05:18] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 17:05:18] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 17:05:19] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 15.242 | 29.536 | 14.746 | 0.000 | 0.896 | 17.021 | [03/12 17:05:19] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 12.561 | bed | 22.172 | chair | 13.573 | | sofa | 19.739 | table | 22.747 | door | 8.421 | | window | 2.634 | bookshelf | 3.351 | picture | 18.918 | | counter | 2.309 | desk | 4.460 | curtain | 7.724 | | refridgerator | 12.619 | shower curtain | 19.017 | toilet | 46.359 | | sink | 21.597 | bathtub | 22.655 | otherfurniture | 13.510 | [03/12 17:05:19] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 17:05:19] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 17:05:19] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 17:05:19] d2.evaluation.testing INFO: copypaste: 19.7500,36.8310,19.2084,0.0000,1.7291,21.9187 [03/12 17:05:19] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 17:05:19] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 17:05:19] d2.evaluation.testing INFO: copypaste: 15.2425,29.5357,14.7458,0.0000,0.8959,17.0211 [03/12 17:05:19] d2.utils.events INFO: eta: 4:00:45 iter: 19999 total_loss: 1.429 loss_cls: 0.4277 loss_box_reg: 0.5539 loss_mask: 0.3838 loss_rpn_cls: 0.03741 loss_rpn_loc: 0.04197 time: 0.2066 data_time: 0.0319 lr: 0.0025 max_mem: 2506M [03/12 17:05:23] d2.utils.events INFO: eta: 4:00:43 iter: 20019 total_loss: 1.434 loss_cls: 0.4118 loss_box_reg: 0.5365 loss_mask: 0.3965 loss_rpn_cls: 0.03756 loss_rpn_loc: 0.03989 time: 0.2066 data_time: 0.0205 lr: 0.0025 max_mem: 2506M oU=0.50:0.95 | area=medium | maxDets=100 ] = 0.021 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.274 [03/12 17:05:19 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 15.242 | 29.536 | 14.746 | 0.000 | 0.896 | 17.021 | [03/12 17:05:19 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 12.561 | bed | 22.172 | chair | 13.573 | | sofa | 19.739 | table | 22.747 | door | 8.421 | | window | 2.634 | bookshelf | 3.351 | picture | 18.918 | | counter | 2.309 | desk | 4.460 | curtain | 7.724 | | refridgerator | 12.619 | shower curtain | 19.017 | toilet | 46.359 | | sink | 21.597 | bathtub | 22.655 | otherfurniture | 13.510 | [03/12 17:05:19 d2.engine.defaults]: Evaluation results for scannet_val in csv format: [03/12 17:05:19 d2.evaluation.testing]: copypaste: Task: bbox [03/12 17:05:19 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 17:05:19 d2.evaluation.testing]: copypaste: 19.7500,36.8310,19.2084,0.0000,1.7291,21.9187 [03/12 17:05:19 d2.evaluation.testing]: copypaste: Task: segm [03/12 17:05:19 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 17:05:19 d2.evaluation.testing]: copypaste: 15.2425,29.5357,14.7458,0.0000,0.8959,17.0211 [03/12 17:05:19 d2.utils.events]:  eta: 4:00:45 iter: 19999 total_loss: 1.429 loss_cls: 0.4277 loss_box_reg: 0.5539 loss_mask: 0.3838 loss_rpn_cls: 0.03741 loss_rpn_loc: 0.04197 time: 0.2066 data_time: 0.0319 lr: 0.0025 max_mem: 2506M [03/12 17:05:23 d2.utils.events]:  eta: 4:00:43 iter: 20019 total_loss: 1.434 loss_cls: 0.4118 loss_box_reg: 0.5365 loss_mask: 0.3965 loss_rpn_cls: 0.03756 loss_rpn_loc: 0.03989 time: 0.2066 data_time: 0.0205 lr: 0.0025 max_mem: 2506M [03/12 17:05:28 d2.utils.events]:  eta: 4:00:39 iter: 20039 total_loss: 1.482 loss_cls: 0.4479 loss_box_reg: 0.552 loss_mask: 0.4006 loss_rpn_cls: 0.0436 loss_rpn_loc: 0.04076 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:05:32 d2.utils.events]:  eta: 4:00:35 iter: 20059 total_loss: 1.401 loss_cls: 0.3962 loss_box_reg: 0.5382 loss_mask: 0.3693 loss_rpn_cls: 0.03326 loss_rpn_loc: 0.04109 time: 0.2066 data_time: 0.0189 lr: 0.0025 max_mem: 2506M [03/12 17:05:36 d2.utils.events]:  eta: 4:00:30 iter: 20079 total_loss: 1.413 loss_cls: 0.3949 loss_box_reg: 0.5352 loss_mask: 0.3871 loss_rpn_cls: 0.03707 loss_rpn_loc: 0.03736 time: 0.2066 data_time: 0.0194 lr: 0.0025 max_mem: 2506M [03/12 17:05:40 d2.utils.events]:  eta: 4:00:24 iter: 20099 total_loss: 1.424 loss_cls: 0.4027 loss_box_reg: 0.5508 loss_mask: 0.3792 loss_rpn_cls: 0.03429 loss_rpn_loc: 0.03832 time: 0.2066 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 17:05:44 d2.utils.events]:  eta: 4:00:26 iter: 20119 total_loss: 1.448 loss_cls: 0.4375 loss_box_reg: 0.5622 loss_mask: 0.3792 loss_rpn_cls: 0.03841 loss_rpn_loc: 0.04121 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 17:05:48 d2.utils.events]:  eta: 4:00:25 iter: 20139 total_loss: 1.416 loss_cls: 0.3845 loss_box_reg: 0.5585 loss_mask: 0.3848 loss_rpn_cls: 0.03979 loss_rpn_loc: 0.04186 time: 0.2066 data_time: 0.0206 lr: 0.0025 max_mem: 2506M [03/12 17:05:52 d2.utils.events]:  eta: 4:00:30 iter: 20159 total_loss: 1.404 loss_cls: 0.3981 loss_box_reg: 0.5329 loss_mask: 0.3706 loss_rpn_cls: 0.03674 loss_rpn_loc: 0.04025 time: 0.2066 data_time: 0.0205 lr: 0.0025 max_mem: 2506M [03/12 17:05:57 d2.utils.events]:  eta: 4:00:37 iter: 20179 total_loss: 1.389 loss_cls: 0.3869 loss_box_reg: 0.5326 loss_mask: 0.3921 loss_rpn_cls: 0.03833 loss_rpn: 0.04478 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 17:06:01] d2.utils.events INFO: eta: 4:00:21 iter: 20199 total_loss: 1.397 loss_cls: 0.4076 loss_box_reg: 0.5273 loss_mask: 0.3838 loss_rpn_cls: 0.0385 loss_rpn_loc: 0.03989 time: 0.2066 data_time: 0.0244 lr: 0.0025 max_mem: 2506M [03/12 17:06:05] d2.utils.events INFO: eta: 4:00:13 iter: 20219 total_loss: 1.429 loss_cls: 0.4074 loss_box_reg: 0.5605 loss_mask: 0.375 loss_rpn_cls: 0.03403 loss_rpn_loc: 0.04024 time: 0.2066 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 17:06:09] d2.utils.events INFO: eta: 4:00:04 iter: 20239 total_loss: 1.416 loss_cls: 0.3906 loss_box_reg: 0.5282 loss_mask: 0.4066 loss_rpn_cls: 0.04245 loss_rpn_loc: 0.0391 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 17:06:13] d2.utils.events INFO: eta: 3:59:54 iter: 20259 total_loss: 1.413 loss_cls: 0.4225 loss_box_reg: 0.5477 loss_mask: 0.3846 loss_rpn_cls: 0.03458 loss_rpn_loc: 0.03651 time: 0.2066 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 17:06:17] d2.utils.events INFO: eta: 3:59:53 iter: 20279 total_loss: 1.433 loss_cls: 0.3988 loss_box_reg: 0.5674 loss_mask: 0.3833 loss_rpn_cls: 0.03502 loss_rpn_loc: 0.0393 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 17:06:22] d2.utils.events INFO: eta: 3:59:47 iter: 20299 total_loss: 1.449 loss_cls: 0.4309 loss_box_reg: 0.5447 loss_mask: 0.3891 loss_rpn_cls: 0.03827 loss_rpn_loc: 0.03976 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 17:06:26] d2.utils.events INFO: eta: 3:59:46 iter: 20319 total_loss: 1.46 loss_cls: 0.4161 loss_box_reg: 0.5525 loss_mask: 0.3945 loss_rpn_cls: 0.03985 loss_rpn_loc: 0.04425 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 17:06:30] d2.utils.events INFO: eta: 3:59:49 iter: 20339 total_loss: 1.484 loss_cls: 0.4195 loss_box_reg: 0.5545 loss_mask: 0.3729 loss_rpn_cls: 0.0461 loss_rpn_loc: 0.04189 time: 0.2066 data_time: 0.0258 lr: 0.0025 max_mem: 2506M [03/12 17:06:34] d2.utils.events INFO: eta: 3:59:49 iter: 20359 total_loss: 1.47 loss_cls: 0.4122 loss_box_reg: 0.5469 loss_mask: 0.3865 loss_rpn_cls: 0.03345 loss_rpn_loc: 0.03782 time: 0.2066 data_time: 0.0250 lr: 0.0025 max_mem: 2506M [03/12 17:06:38] d2.utils.events INFO: eta: 3:59:47 iter: 20379 total_loss: 1.416 loss_cls: 0.4412 loss_box_reg: 0.5556 loss_mask: 0.3871 loss_rpn_cls: 0.04235 loss_rpn_loc: 0.0401 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:06:43] d2.utils.events INFO: eta: 3:59:55 iter: 20399 total_loss: 1.402 loss_cls: 0.4025 loss_box_reg: 0.5302 loss_mask: 0.3882 loss_rpn_cls: 0.04117 loss_rpn_loc: 0.03811 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 17:06:47] d2.utils.events INFO: eta: 3:59:47 iter: 20419 total_loss: 1.438 loss_cls: 0.4316 loss_box_reg: 0.5534 loss_mask: 0.3808 loss_rpn_cls: 0.03596 loss_rpn_loc: 0.03675 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:06:51] d2.utils.events INFO: eta: 3:59:46 iter: 20439 total_loss: 1.418 loss_cls: 0.4164 loss_box_reg: 0.5554 loss_mask: 0.3834 loss_rpn_cls: 0.03454 loss_rpn_loc: 0.03471 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:06:55] d2.utils.events INFO: eta: 3:59:42 iter: 20459 total_loss: 1.418 loss_cls: 0.3989 loss_box_reg: 0.5676 loss_mask: 0.3653 loss_rpn_cls: 0.03683 loss_rpn_loc: 0.04245 time: 0.2066 data_time: 0.0229 lr: 0.0025 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0.0025 max_mem: 2506M [03/12 17:07:16 d2.utils.events]:  eta: 3:59:11 iter: 20559 total_loss: 1.432 loss_cls: 0.4278 loss_box_reg: 0.5404 loss_mask: 0.3932 loss_rpn_cls: 0.03988 loss_rpn_loc: 0.03725 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 17:07:20 d2.utils.events]:  eta: 3:58:54 iter: 20579 total_loss: 1.411 loss_cls: 0.4028 loss_box_reg: 0.5316 loss_mask: 0.3855 loss_rpn_cls: 0.03564 loss_rpn_loc: 0.03987 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 17:07:24 d2.utils.events]:  eta: 3:58:43 iter: 20599 total_loss: 1.39 loss_cls: 0.3794 loss_box_reg: 0.526 loss_mask: 0.3871 loss_rpn_cls: 0.03775 loss_rpn_loc: 0.03747 time: 0.2066 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 17:07:28 d2.utils.events]:  eta: 3:58:38 iter: 20619 total_loss: 1.391 loss_cls: 0.384 loss_box_reg: 0.5279 loss_mask: 0.3858 loss_rpn_cls: 0.03827 loss_rpn_loc: 0.03612 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 17:07:32 d2.utils.events]:  eta: 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d2.utils.events]:  eta: 3:51:25 iter: 22579 total_loss: 1.425 loss_cls: 0.4303 loss_box_reg: 0.5386 loss_mask: 0.3718 loss_rpn_cls: 0.0329 loss_rpn_loc: 0.03579 time: 0.2065 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 17:14:19 d2.utils.events]:  eta: 3:51:24 iter: 22599 total_loss: 1.383 loss_cls: 0.389 loss_box_reg: 0.5413 loss_mask: 0.3861 loss_rpn_cls: 0.03189 loss_rpn_loc: 0.03484 time: 0.2065 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 17:14:23 d2.utils.events]:  eta: 3:51:29 iter: 22619 total_loss: 1.418 loss_cls: 0.4203 loss_box_reg: 0.5494 loss_mask: 0.3758 loss_rpn_cls: 0.03795 loss_rpn_loc: 0.04614 time: 0.2065 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 17:14:27 d2.utils.events]:  eta: 3:51:20 iter: 22639 total_loss: 1.422 loss_cls: 0.3929 loss_box_reg: 0.5331 loss_mask: 0.3894 loss_rpn_cls: 0.03397 loss_rpn_loc: 0.03901 time: 0.2065 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 17:14:31 d2.utils.events]:  eta: 3:51:08 iter: 22659 total_loss: 1.407 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[03/12 17:22:26] d2.utils.events INFO: eta: 3:44:31 iter: 24939 total_loss: 1.377 loss_cls: 0.3857 loss_box_reg: 0.5252 loss_mask: 0.367 loss_rpn_cls: 0.03967 loss_rpn_loc: 0.04491 time: 0.2066 data_time: 0.0246 lr: 0.0025 max_mem: 2506M [03/12 17:22:30] d2.utils.events INFO: eta: 3:44:29 iter: 24959 total_loss: 1.369 loss_cls: 0.4013 loss_box_reg: 0.5139 loss_mask: 0.3773 loss_rpn_cls: 0.03113 loss_rpn_loc: 0.03492 time: 0.2066 data_time: 0.0248 lr: 0.0025 max_mem: 2506M [03/12 17:22:34] d2.utils.events INFO: eta: 3:44:24 iter: 24979 total_loss: 1.318 loss_cls: 0.3846 loss_box_reg: 0.4991 loss_mask: 0.3678 loss_rpn_cls: 0.03404 loss_rpn_loc: 0.03804 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 17:22:38] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0024999.pth [03/12 17:22:39] d2.utils.events INFO: eta: 3:44:23 iter: 24999 total_loss: 1.311 loss_cls: 0.3781 loss_box_reg: 0.4994 loss_mask: 0.3655 loss_rpn_cls: 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[03/12 17:27:59 d2.utils.events]:  eta: 3:37:55 iter: 26539 total_loss: 1.322 loss_cls: 0.3745 loss_box_reg: 0.5201 loss_mask: 0.363 loss_rpn_cls: 0.03196 loss_rpn_loc: 0.03656 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 17:28:03 d2.utils.events]:  eta: 3:37:45 iter: 26559 total_loss: 1.33 loss_cls: 0.3962 loss_box_reg: 0.5067 loss_mask: 0.3749 loss_rpn_cls: 0.03211 loss_rpn_loc: 0.03322 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 17:28:07 d2.utils.events]:  eta: 3:37:41 iter: 26579 total_loss: 1.327 loss_cls: 0.3997 loss_box_reg: 0.5039 loss_mask: 0.3718 loss_rpn_cls: 0.03366 loss_rpn_loc: 0.04208 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:28:11 d2.utils.events]:  eta: 3:37:38 iter: 26599 total_loss: 1.395 loss_cls: 0.396 loss_box_reg: 0.5205 loss_mask: 0.3876 loss_rpn_cls: 0.04092 loss_rpn_loc: 0.04124 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 17:28:15 d2.utils.events]:  eta: 3:37:35 : 26619 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lr: 0.0025 max_mem: 2506M [03/12 17:37:31 d2.utils.events]:  eta: 3:28:50 iter: 29299 total_loss: 1.331 loss_cls: 0.3598 loss_box_reg: 0.5189 loss_mask: 0.3551 loss_rpn_cls: 0.03162 loss_rpn_loc: 0.03724 time: 0.2065 data_time: 0.0182 lr: 0.0025 max_mem: 2506M [03/12 17:37:35 d2.utils.events]:  eta: 3:28:47 iter: 29319 total_loss: 1.307 loss_cls: 0.3597 loss_box_reg: 0.5232 loss_mask: 0.3586 loss_rpn_cls: 0.02956 loss_rpn_loc: 0.03433 time: 0.2065 data_time: 0.0196 lr: 0.0025 max_mem: 2506M [03/12 17:37:40 d2.utils.events]:  eta: 3:28:45 iter: 29339 total_loss: 1.309 loss_cls: 0.3557 loss_box_reg: 0.5203 loss_mask: 0.3614 loss_rpn_cls: 0.0305 loss_rpn_loc: 0.04031 time: 0.2065 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 17:37:44 d2.utils.events]:  eta: 3:28:44 iter: 29359 total_loss: 1.3 loss_cls: 0.3551 loss_box_reg: 0.4987 loss_mask: 0.3547 loss_rpn_cls: 0.03292 loss_rpn_loc: 0.04051 time: 0.2065 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 17:37:48 d2.utils.events]:  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loss_box_reg: 0.5077 loss_mask: 0.3557 loss_rpn_cls: 0.02885 loss_rpn_loc: 0.03969 time: 0.2065 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 17:38:09 d2.utils.events]:  eta: 3:28:13 iter: 29479 total_loss: 1.257 loss_cls: 0.3346 loss_box_reg: 0.5112 loss_mask: 0.3662 loss_rpn_cls: 0.03308 loss_rpn_loc: 0.03822 time: 0.2065 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 17:38:13 d2.utils.events]:  eta: 3:28:10 iter: 29499 total_loss: 1.285 loss_cls: 0.3526 loss_box_reg: 0.5028 loss_mask: 0.3694 loss_rpn_cls: 0.03175 loss_rpn_loc: 0.03799 time: 0.2065 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 17:38:17 d2.utils.events]:  eta: 3:28:10 iter: 29519 total_loss: 1.279 loss_cls: 0.3623 loss_box_reg: 0.508 loss_mask: 0.3608 loss_rpn_cls: 0.03294 loss_rpn_loc: 0.04166 time: 0.2065 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:38:21 d2.utils.events]:  eta: 3:28:09 iter: 29539 total_loss: 1.357 loss_cls: 0.3668 loss_box_reg: 0.5451 loss_mask: 0.3683 loss_rpn_cls: 0.03455 loss_rpn_loc: 0.03745 time: 0.2065 data_time: 0.0245 lr: 0.0025 max_mem: 2506M [03/12 17:38:25 d2.utils.events]:  eta: 3:28:03 iter: 29559 total_loss: 1.343 loss_cls: 0.3596 loss_box_reg: 0.5256 loss_mask: 0.3745 loss_rpn_cls: 0.03153 loss_rpn_loc: 0.03747 time: 0.2065 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 17:38:29 d2.utils.events]:  eta: 3:28:02 iter: 29579 total_loss: 1.256 loss_cls: 0.3323 loss_box_reg: 0.4916 loss_mask: 0.363 loss_rpn_cls: 0.03326 loss_rpn_loc: 0.04212 time: 0.2065 data_time: 0.0246 lr: 0.0025 max_mem: 2506M [03/12 17:38:34 d2.utils.events]:  eta: 3:28:03 iter: 29599 total_loss: 1.358 loss_cls: 0.356 loss_box_reg: 0.529 loss_mask: 0.3711 loss_rpn_cls: 0.03327 loss_rpn_loc: 0.03796 time: 0.2065 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 17:38:38 d2.utils.events]:  eta: 3:28:00 iter: 29619 total_loss: 1.352 loss_cls: 0.3644 loss_box_reg: 0.5273 loss_mask: 0.3759 loss_rpn_cls: 0.03281 loss_rpn_loc: 0.03192 time: 0.2065 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 17:38:42 d2.utils.events]:  eta: 3:27:53 iter: 29639 total_loss: 1.357 loss_cls: 0.3555 loss_box_reg: 0.5044 loss_mask: 0.3609 loss_rpn_cls: 0.03743 loss_rpn_loc: 0.04281 time: 0.2065 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 17:38:46 d2.utils.events]:  eta: 3:27:50 iter: 29659 total_loss: 1.296 loss_cls: 0.3676 loss_box_reg: 0.5179 loss_mask: 0.3632 loss_rpn_cls: 0.02905 loss_rpn_loc: 0.03794 time: 0.2065 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 17:38:50 d2.utils.events]:  eta: 3:27:42 iter: 29679 total_loss: 1.301 loss_cls: 0.3529 loss_box_reg: 0.5078 loss_mask: 0.3559 loss_rpn_cls: 0.03405 loss_rpn_loc: 0.03952 time: 0.2065 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 17:38:55 d2.utils.events]:  eta: 3:27:42 iter: 29699 total_loss: 1.324 loss_cls: 0.356 loss_box_reg: 0.5101 loss_mask: 0.3543 loss_rpn_cls: 0.03983 loss_rpn_loc: 0.04161 time: 0.2065 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 17:38:59 d2.utils.events]:  eta: 3:27:39 iter: 29719 total_loss: 1.305 loss_cls: 0.3382 loss_box_reg: 0.5103 loss_mask: 0.3699 loss_rpn_cls: 0.03093 loss_rpn_loc: 0.03992 time: 0.2065 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 17:39:03 d2.utils.events]:  eta: 3:27:38 iter: 29739 total_loss: 1.262 loss_cls: 0.3556 loss_box_reg: 0.4966 loss_mask: 0.3487 loss_rpn_cls: 0.03746 loss_rpn_loc: 0.044 time: 0.2065 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 17:39:07 d2.utils.events]:  eta: 3:27:32 iter: 29759 total_loss: 1.292 loss_cls: 0.3451 loss_box_reg: 0.5125 loss_mask: 0.3581 loss_rpn_cls: 0.02982 loss_rpn_loc: 0.03605 time: 0.2065 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 17:39:11 d2.utils.events]:  eta: 3:27:20 iter: 29779 total_loss: 1.29 loss_cls: 0.3505 loss_box_reg: 0.5038 loss_mask: 0.3624 loss_rpn_cls: 0.03016 loss_rpn_loc: 0.03699 time: 0.2065 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 17:39:15 d2.utils.events]:  eta: 3:27:13 iter: 29799 total_loss: 1.292 loss_cls: 0.3668 loss_box_reg: 0.484 loss_mask: 0.3547 loss_rpn_cls: 0.03073 loss_rpn_loc: 0.03669 time: 0.2065 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 17:39:20 d2.utils.events]:  eta: 3:27:04 iter: 29819 total_loss: 1.328 loss_cls: 0.3673 loss_box_reg: 0.5188 loss_mask: 0.3692 loss_rpn_cls: 0.0314 loss_rpn_loc: 0.03768 time: 0.2065 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:39:24 d2.utils.events]:  eta: 3:26:56 iter: 29839 to08 time: 0.2065 data_time: 0.0211 lr: 0.0025 max_mem: 2506M [03/12 17:39:28] d2.utils.events INFO: eta: 3:26:52 iter: 29859 total_loss: 1.293 loss_cls: 0.354 loss_box_reg: 0.5108 loss_mask: 0.3532 loss_rpn_cls: 0.03034 loss_rpn_loc: 0.03722 time: 0.2065 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 17:39:32] d2.utils.events INFO: eta: 3:26:50 iter: 29879 total_loss: 1.318 loss_cls: 0.3579 loss_box_reg: 0.5016 loss_mask: 0.3582 loss_rpn_cls: 0.03681 loss_rpn_loc: 0.03575 time: 0.2065 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 17:39:36] d2.utils.events INFO: eta: 3:26:48 iter: 29899 total_loss: 1.376 loss_cls: 0.3963 loss_box_reg: 0.5464 loss_mask: 0.3535 loss_rpn_cls: 0.03378 loss_rpn_loc: 0.03568 time: 0.2065 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:39:40] d2.utils.events INFO: eta: 3:26:46 iter: 29919 total_loss: 1.263 loss_cls: 0.3698 loss_box_reg: 0.4794 loss_mask: 0.3498 loss_rpn_cls: 0.03289 loss_rpn_loc: 0.0371 time: 0.2065 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 17:39:44] d2.utils.events INFO: eta: 3:26:38 iter: 29939 total_loss: 1.301 loss_cls: 0.3683 loss_box_reg: 0.4987 loss_mask: 0.3556 loss_rpn_cls: 0.03275 loss_rpn_loc: 0.03975 time: 0.2065 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 17:39:49] d2.utils.events INFO: eta: 3:26:29 iter: 29959 total_loss: 1.282 loss_cls: 0.354 loss_box_reg: 0.4979 loss_mask: 0.3577 loss_rpn_cls: 0.03706 loss_rpn_loc: 0.04025 time: 0.2065 data_time: 0.0208 lr: 0.0025 max_mem: 2506M [03/12 17:39:53] d2.utils.events INFO: eta: 3:26:26 iter: 29979 total_loss: 1.402 loss_cls: 0.3715 loss_box_reg: 0.528 loss_mask: 0.3727 loss_rpn_cls: 0.03372 loss_rpn_loc: 0.04055 time: 0.2065 data_time: 0.0205 lr: 0.0025 max_mem: 2506M [03/12 17:39:57] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0029999.pth [03/12 17:40:12] d2.data.datasets.coco INFO: Loading dataset/scannet_val.coco.json takes 14.43 seconds. [03/12 17:40:12] d2.data.datasets.coco INFO: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 17:40:14] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 17:40:14] d2.data.common INFO: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 17:40:17] d2.data.common INFO: Serialized dataset takes 812.62 MiB [03/12 17:40:18] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 17:40:32] d2.evaluation.evaluator INFO: Start inference on 662 images [03/12 17:40:50] d2.evaluation.evaluator INFO: Inference done 11/662. 0.0440 s / img. ETA=0:00:37 [03/12 17:40:55] d2.evaluation.evaluator INFO: Inference done 88/662. 0.0449 s / img. ETA=0:00:37 [03/12 17:41:00] d2.evaluation.evaluator INFO: Inference done 164/662. 0.0445 s / img. ETA=0:00:32 [03/12 17:41:05] d2.evaluation.evaluator INFO: Inference done 240/662. 0.0443 s / img. ETA=0:00:27 [03/12 17:41:10] d2.evaluation.evaluator INFO: Inference done 289/662. 0.0519 s / img. ETA=0:00:26 [03/12 17:41:15] d2.evaluation.evaluator INFO: Inference done 370/662. 0.0500 s / img. ETA=0:00:20 [03/12 17:41:20] d2.evaluation.evaluator INFO: Inference done 450/662. 0.0488 s / img. ETA=0:00:14 [03/12 17:41:25] d2.evaluation.evaluator INFO: Inference done 529/662. 0.0480 s / img. ETA=0:00:09 [03/12 17:41:30] d2.evaluation.evaluator INFO: Inference done 609/662. 0.0474 s / img. ETA=0:00:03 [03/12 17:41:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:44.118011 (0.067151 s / img per device, on 8 devices) [03/12 17:41:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.047030 s / img per device, on 8 devices) [03/12 17:41:36] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/12 17:41:36] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 17:41:37] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/12 17:41:37] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/12 17:41:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 5.60 seconds. [03/12 17:41:43] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 17:41:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.24 seconds. [03/12 17:41:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 20.638 | 37.796 | 20.019 | 0.000 | 1.928 | 22.998 | [03/12 17:41:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 17.124 | bed | 28.417 | chair | 22.515 | | sofa | 22.057 | table | 29.147 | door | 18.181 | | window | 13.336 | bookshelf | 26.791 | picture | 19.514 | | counter | 11.065 | desk | 15.344 | curtain | 10.601 | | refridgerator | 17.374 | shower curtain | 21.259 | toilet | 41.139 | | sink | 19.636 | bathtub | 23.207 | otherfurniture | 14.771 | [03/12 17:41:44] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/12 17:41:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.97 seconds. [03/12 17:41:59] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 17:42:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 17:42:00] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 15.700 | 30.381 | 14.764 | 0.000 | 0.912 | 17.636 | [03/12 17:42:00] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 15.005 | bed | 18.324 | chair | 14.407 | | sofa | 18.353 | table | 25.614 | door | 10.636 | | window | 3.205 | bookshelf | 1.372 | picture | 16.808 | | counter | 2.535 | desk | 5.406 | curtain | 8.635 | | refridgerator | 16.146 | shower curtain | 19.146 | toilet | 47.943 | | sink | 22.507 | bathtub | 23.411 | otherfurniture | 13.156 | [03/12 17:42:00] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 17:42:00] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 17:42:00] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 17:42:00] d2.evaluation.testing INFO: copypaste: 20.6376,37.7956,20.0186,0.0000,1.9283,22.9976 [03/12 17:42:00] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 17:42:00] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 17:42:00] d2.evaluation.testing INFO: copypaste: 15.7004,30.3814,14.7645,0.0000,0.9121,17.6357 [03/12 17:42:00] d2.utils.events INFO: eta: 3:26:25 iter: 29999 total_loss: 1.263 loss_cls: 0.3686 loss_box_reg: 0.4991 loss_mask: 0.3542 loss_rpn_cls: 0.03323 loss_rpn_loc: 0.03359 time: 0.2065 data_time: 0.0209 lr: 0.0025 max_mem: 2506M [03/12 17:42:04] d2.utils.events INFO: eta: 3:26:19 iter: 30019 total_loss: 1.263 loss_cls: 0.3617 loss_box_reg: 0.5143 loss_mask: 0.3414 loss_rpn_cls: 0.03169 loss_rpn_loc: 0.03856 time: 0.2065 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 17:42:09] d2.utils.events INFO: eta: 3:26:19 iter: 30039 total_loss: 1.308 loss_cls: 0.3589 loss_box_reg: 0.5242 loss_mask: 0.3569 loss_rpn_cls: 0.03327 loss_rpn_loc: 0.03854 time: 0.2065 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 17:42:13] d2.utils.events INFO: eta: 3:26:15 iter: 30059 total_loss: 1.266 loss_cls: 0.3503 loss_box_reg: 0.5069 loss_mask: 0.3474 loss_rpn_cls: 0.03419 loss_rpn_loc: 0.04104 time: 0.2065 data_time: 0.0218 lr: 0.0025 max_mem: 2506M [03/12 17:42:17] d2.utils.events INFO: eta: 3:26:05 iter: 30079 total_loss: 1.329 loss_cls: 0.3498 loss_box_reg: 0.5158 loss_mask: 0.3691 loss_rpn_cls: 0.03219 loss_rpn_loc: 0.03878 time: 0.2065 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 17:42:21] d2.utils.events INFO: eta: 3:26:04 iter: 30099 total_loss: 1.243 loss_cls: 0.3384 loss_box_reg: 0.4931 loss_mask: 0.36 loss_rpn_cls: 0.03338 loss_rpn_loc: 0.03984 time: 0.2065 data_time: 0.0244 lr: 0.0025 max_mem: 2506M [03/12 17:42:25] d2.utils.events INFO: eta: 3:26:08 iter: 30119 total_loss: 1.317 loss_cls: 0.3666 loss_box_reg: 0.5104 loss_mask: 0.3463 loss_rpn_cls: 0.03203 loss_rpn_loc: 0.03935 time: 0.2065 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 17:42:30] d2.utils.events INFO: eta: 3:26:11 iter: 30139 total_loss: 1.323 loss_cls: 0.3629 loss_box_reg: 0.5118 loss_mask: 0.3629 loss_rpn_cls: 0.03848 loss_rpn_loc: 0.03806 time: 0.2065 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:42:34] d2.utils.events INFO: eta: 3:26:08 iter: 30159 total_loss: 1.311 loss_cls: 0.3595 loss_box_reg: 0.5125 loss_mask: 0.3643 loss_rpn_cls: 0.03343 loss_rpn_loc: 0.04027 time: 0.2065 data_time: 0.0211 lr: 0.0025 max_mem: 2506M [03/12 17:42:38] d2.utils.events INFO: eta: 3:25:56 iter: 30179 total_loss: 1.299 loss_cls: 0.3361 loss_box_reg: 0.5282 loss_mask: 0.3704 loss_rpn_cls: 0.03442 loss_rpn_loc: 0.04191 time: 0.2065 data_time: 0.0196 lr: 0.0025 max_mem: 2506M [03/12 17:42:42] d2.utils.events INFO: eta: 3:25:49 iter: 30199 total_loss: 1.285 loss_cls: 0.3413 loss_box_reg: 0.4954 loss_mask: 0.3532 loss_rpn_cls: 0.03051 loss_rpn_loc: 0.04169 time: 0.2065 data_time: 0.0221 lr: 0.0025 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[03/12 17:48:16 d2.utils.events]:  eta: 3:21:09 iter: 31799 total_loss: 1.303 loss_cls: 0.3429 loss_box_reg: 0.5123 loss_mask: 0.3636 loss_rpn_cls: 0.03227 loss_rpn_loc: 0.04207 time: 0.2066 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 17:48:20 d2.utils.events]:  eta: 3:21:08 iter: 31819 total_loss: 1.234 loss_cls: 0.349 loss_box_reg: 0.4883 loss_mask: 0.3528 loss_rpn_cls: 0.03025 loss_rpn_loc: 0.03851 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:48:24 d2.utils.events]:  eta: 3:21:07 iter: 31839 total_loss: 1.285 loss_cls: 0.3426 loss_box_reg: 0.5005 loss_mask: 0.3535 loss_rpn_cls: 0.0328 loss_rpn_loc: 0.03694 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 17:48:29 d2.utils.events]:  eta: 3:20:57 iter: 31859 total_loss: 1.259 loss_cls: 0.3367 loss_box_reg: 0.496 loss_mask: 0.3485 loss_rpn_cls: 0.0308 loss_rpn_loc: 0.04176 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 17:48:33 d2.utils.events]:  eta: 3:20:49 iter: 31879 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loss_rpn_loc: 0.03692 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:58:52 d2.utils.events]:  eta: 3:09:25 iter: 34859 total_loss: 1.258 loss_cls: 0.3421 loss_box_reg: 0.4906 loss_mask: 0.3453 loss_rpn_cls: 0.03407 loss_rpn_loc: 0.03746 time: 0.2066 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 17:58:57 d2.utils.events]:  eta: 3:09:21 iter: 34879 total_loss: 1.205 loss_cls: 0.3342 loss_box_reg: 0.4721 loss_mask: 0.348 loss_rpn_cls: 0.02909 loss_rpn_loc: 0.03694 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 17:59:01 d2.utils.events]:  eta: 3:09:13 iter: 34899 total_loss: 1.228 loss_cls: 0.3238 loss_box_reg: 0.4825 loss_mask: 0.3341 loss_rpn_cls: 0.03192 loss_rpn_loc: 0.03892 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 17:59:05 d2.utils.events]:  eta: 3:09:09 iter: 34919 total_loss: 1.296 loss_cls: 0.3438 loss_box_reg: 0.5154 loss_mask: 0.3646 loss_rpn_cls: 0.02817 loss_rpn_loc: 0.03532 time: 0.2066 data_time: 0.0245 lr: 0.0025 max_mem: 2506M [03/12 17:59:09 d2.utils.events]:  eta: 3:09:09 iter: 34939 total_loss: 1.296 loss_cls: 0.3418 loss_box_reg: 0.5026 loss_mask: 0.3589 loss_rpn_cls: 0.03272 loss_rpn_loc: 0.03441 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 17:59:13 d2.utils.events]:  eta: 3:09:06 iter: 34959 total_loss: 1.272 loss_cls: 0.362 loss_box_reg: 0.4969 loss_mask: 0.3667 loss_rpn_cls: 0.02753 loss_rpn_loc: 0.0397 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 17:59:17 d2.utils.events]:  eta: 3:09:01 iter: 34979 total_loss: 1.305 loss_cls: 0.3653 loss_box_reg: 0.506 loss_mask: 0.3584 loss_rpn_cls: 0.02951 loss_rpn_loc: 0.03668 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 17:59:21 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0034999.pth [03/12 17:59:22 d2.utils.events]:  eta: 3:08:57 iter: 3272 loss_cls: 0.336 loss_box_reg: 0.4964 loss_mask: 0.3542 loss_rpn_cls: 0.03051 loss_rpn_loc: 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d2.utils.events INFO: eta: 3:08:15 iter: 35179 total_loss: 1.187 loss_cls: 0.3278 loss_box_reg: 0.4616 loss_mask: 0.3341 loss_rpn_cls: 0.02961 loss_rpn_loc: 0.03326 time: 0.2066 data_time: 0.0207 lr: 0.0025 max_mem: 2506M [03/12 18:00:04] d2.utils.events INFO: eta: 3:08:11 iter: 35199 total_loss: 1.27 loss_cls: 0.3233 loss_box_reg: 0.4868 loss_mask: 0.3492 loss_rpn_cls: 0.03175 loss_rpn_loc: 0.03558 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:00:08] d2.utils.events INFO: eta: 3:08:08 iter: 35219 total_loss: 1.23 loss_cls: 0.3238 loss_box_reg: 0.4753 loss_mask: 0.3479 loss_rpn_cls: 0.0272 loss_rpn_loc: 0.03359 time: 0.2066 data_time: 0.0258 lr: 0.0025 max_mem: 2506M [03/12 18:00:12] d2.utils.events INFO: eta: 3:08:11 iter: 35239 total_loss: 1.261 loss_cls: 0.3249 loss_box_reg: 0.4934 loss_mask: 0.3609 loss_rpn_cls: 0.02723 loss_rpn_loc: 0.03622 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:00:17] d2.utils.events INFO: eta: 3:08:03 iter: 35259 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[03/12 18:10:32 d2.utils.events]:  eta: 2:58:33 iter: 38219 total_loss: 1.173 loss_cls: 0.2951 loss_box_reg: 0.4655 loss_mask: 0.325 loss_rpn_cls: 0.02541 loss_rpn_loc: 0.03711 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:10:36 d2.utils.events]:  eta: 2:58:28 iter: 38239 total_loss: 1.225 loss_cls: 0.3249 loss_box_reg: 0.4911 loss_mask: 0.3453 loss_rpn_cls: 0.03345 loss_rpn_loc: 0.03963 time: 0.2066 data_time: 0.0173 lr: 0.0025 max_mem: 2506M [03/12 18:10:40 d2.utils.events]:  eta: 2:58:22 iter: 38259 total_loss: 1.236 loss_cls: 0.3064 loss_box_reg: 0.4876 loss_mask: 0.3622 loss_rpn_cls: 0.03653 loss_rpn_loc: 0.03983 time: 0.2066 data_time: 0.0177 lr: 0.0025 max_mem: 2506M [03/12 18:10:44 d2.utils.events]:  eta: 2:58:14 iter: 38279 total_loss: 1.249 loss_cls: 0.3278 loss_box_reg: 0.4888 loss_mask: 0.3394 loss_rpn_cls: 0.02683 loss_rpn_loc: 0.03682 time: 0.2066 data_time: 0.0185 lr: 0.0025 max_mem: 2506M [03/12 18:10:48 d2.utils.events]:  eta: 2:57:57 iter: 38299 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d2.utils.events INFO: eta: 2:57:20 iter: 38559 total_loss: 1.199 loss_cls: 0.2934 loss_box_reg: 0.4716 loss_mask: 0.3427 loss_rpn_cls: 0.02832 loss_rpn_loc: 0.03882 time: 0.2066 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 18:11:47] d2.utils.events INFO: eta: 2:57:19 iter: 38579 total_loss: 1.231 loss_cls: 0.342 loss_box_reg: 0.4891 loss_mask: 0.3428 loss_rpn_cls: 0.0303 loss_rpn_loc: 0.03653 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 18:11:51] d2.utils.events INFO: eta: 2:57:13 iter: 38599 total_loss: 1.221 loss_cls: 0.3176 loss_box_reg: 0.4857 loss_mask: 0.3389 loss_rpn_cls: 0.03544 loss_rpn_loc: 0.03606 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 18:11:55] d2.utils.events INFO: eta: 2:57:06 iter: 38619 total_loss: 1.22 loss_cls: 0.3133 loss_box_reg: 0.4634 loss_mask: 0.3409 loss_rpn_cls: 0.02936 loss_rpn_loc: 0.03693 time: 0.2066 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 18:11:59] d2.utils.events INFO: eta: 2:57:02 iter: 38639 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loss_mask: 0.3507 loss_rpn_cls: 0.03205 loss_rpn_loc: 0.04233 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:14:03 d2.utils.events]:  eta: 2:54:30 iter: 39239 total_loss: 1.227 loss_cls: 0.3165 loss_box_reg: 0.4579 loss_mask: 0.3611 loss_rpn_cls: 0.03281 loss_rpn_loc: 0.04278 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:14:08 d2.utils.events]:  eta: 2:54:28 iter: 39259 total_loss: 1.175 loss_cls: 0.3018 loss_box_reg: 0.4695 loss_mask: 0.346 loss_rpn_cls: 0.03436 loss_rpn_loc: 0.03614 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:14:12 d2.utils.events]:  eta: 2:54:25 iter: 39279 total_loss: 1.211 loss_cls: 0.316 loss_box_reg: 0.4895 loss_mask: 0.3314 loss_rpn_cls: 0.02894 loss_rpn_loc: 0.03498 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 18:14:16 d2.utils.events]:  eta: 2:54:22 iter: 39299 total_loss: 1.163 loss_cls: 0.3001 loss_box_reg: 0.465 loss_mask: 0.3226 loss_rpn_cls: 0.03249 loss_rpn_loc: 0.03587 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 18:14:20 d2.utils.events]:  eta: 2:54:25 iter: 39319 total_loss: 1.265 loss_cls: 0.3186 loss_box_reg: 0.4854 loss_mask: 0.3375 loss_rpn_cls: 0.03556 loss_rpn_loc: 0.03886 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:14:24 d2.utils.events]:  eta: 2:54:13 iter: 39339 total_loss: 1.208 loss_cls: 0.3217 loss_box_reg: 0.4647 loss_mask: 0.3438 loss_rpn_cls: 0.03402 loss_rpn_loc: 0.03651 time: 0.2066 data_time: 0.0218 lr: 0.0025 max_mem: 2506M [03/12 18:14:28 d2.utils.events]:  eta: 2:54:09 iter: 39359 total_loss: 1.246 loss_cls: 0.3069 loss_box_reg: 0.5064 loss_mask: 0.3328 loss_rpn_cls: 0.02926 loss_rpn_loc: 0.03281 time: 0.2066 data_time: 0.0218 lr: 0.0025 max_mem: 2506M [03/12 18:14:32 d2.utils.events]:  eta: 2:54:03 iter: 39379 total_loss: 1.195 loss_cls: 0.3034 loss_box_reg: 0.4864 loss_mask: 0.3418 loss_rpn_cls: 0.02859 loss_rpn_loc: 0.03491 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:14:37 d2.utils.events]:  eta: 2:53:56 iter: 39399 total_loss: 1.196 loss_cls: 0.3153 loss_box_reg: 0.4878 loss_mask: 0.347 loss_rpn_cls: 0.02683 loss_rpn_loc: 0.03283 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:14:41 d2.utils.events]:  eta: 2:53:49 iter: 39419 total_loss: 1.2 loss_cls: 0.3155 loss_box_reg: 0.4736 loss_mask: 0.3387 loss_rpn_cls: 0.0304 loss_rpn_loc: 0.03806 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:14:45 d2.utils.events]:  eta: 2:53:39 iter: 39439 total_loss: 1.17 loss_cls: 0.3104 loss_box_reg: 0.464 loss_mask: 0.3289 loss_rpn_cls: 0.02935 loss_rpn_loc: 0.03484 time: 0.2066 data_time: 0.0206 lr: 0.0025 max_mem: 2506M [03/12 18:14:49 d2.utils.events]:  eta: 2:53:38 iter: 39459 total_loss: 1.229 loss_cls: 0.325 loss_box_reg: 0.4964 loss_mask: 0.3458 loss_rpn_cls: 0.02959 loss_rpn_loc: 0.03789 time: 0.2066 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 18:14:53 d2.utils.events]:  eta: 2:53:32 iter: 39479 total_loss: 1.235 loss_cls: 0.3054 loss_box_reg: 0.4991 loss_mask: 0.346 loss_rpn_cls: 0.02856 loss_rpn_loc: 0.03391 time: 0.2066 data_time: 0.0214 lr: 0.0025 max_mem: 2506M [03/12 18:14:57 d2.utils.events]:  eta: 2:53:24 iter: 39499 total_loss: 1.247 loss_cls: 0.3248 loss_box_reg: 0.4891 loss_mask: 0.3552 loss_rpn_cls: 0.03s_rpn_loc: 0.03783 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:15:01] d2.utils.events INFO: eta: 2:53:22 iter: 39519 total_loss: 1.224 loss_cls: 0.3231 loss_box_reg: 0.4761 loss_mask: 0.3342 loss_rpn_cls: 0.03332 loss_rpn_loc: 0.03951 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 18:15:05] d2.utils.events INFO: eta: 2:53:13 iter: 39539 total_loss: 1.167 loss_cls: 0.3286 loss_box_reg: 0.4599 loss_mask: 0.3132 loss_rpn_cls: 0.02645 loss_rpn_loc: 0.03734 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:15:10] d2.utils.events INFO: eta: 2:53:05 iter: 39559 total_loss: 1.206 loss_cls: 0.3143 loss_box_reg: 0.4745 loss_mask: 0.3395 loss_rpn_cls: 0.02896 loss_rpn_loc: 0.03272 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:15:14] d2.utils.events INFO: eta: 2:52:57 iter: 39579 total_loss: 1.294 loss_cls: 0.3182 loss_box_reg: 0.4926 loss_mask: 0.3565 loss_rpn_cls: 0.03204 loss_rpn_loc: 0.03838 time: 0.2066 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 18:15:18] d2.utils.events INFO: eta: 2:52:55 iter: 39599 total_loss: 1.189 loss_cls: 0.3031 loss_box_reg: 0.4866 loss_mask: 0.3433 loss_rpn_cls: 0.02826 loss_rpn_loc: 0.03423 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:15:22] d2.utils.events INFO: eta: 2:52:51 iter: 39619 total_loss: 1.203 loss_cls: 0.3136 loss_box_reg: 0.4643 loss_mask: 0.3506 loss_rpn_cls: 0.02765 loss_rpn_loc: 0.03633 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 18:15:26] d2.utils.events INFO: eta: 2:52:43 iter: 39639 total_loss: 1.166 loss_cls: 0.3141 loss_box_reg: 0.4529 loss_mask: 0.3311 loss_rpn_cls: 0.03129 loss_rpn_loc: 0.03715 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:15:30] d2.utils.events INFO: eta: 2:52:40 iter: 39659 total_loss: 1.203 loss_cls: 0.3238 loss_box_reg: 0.4801 loss_mask: 0.3309 loss_rpn_cls: 0.0303 loss_rpn_loc: 0.03503 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:15:35] d2.utils.events INFO: eta: 2:52:37 iter: 39679 total_loss: 1.162 loss_cls: 0.2818 loss_box_reg: 0.4611 loss_mask: 0.3473 loss_rpn_cls: 0.02831 loss_rpn_loc: 0.03301 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:15:39] d2.utils.events INFO: eta: 2:52:32 iter: 39699 total_loss: 1.242 loss_cls: 0.334 loss_box_reg: 0.493 loss_mask: 0.3519 loss_rpn_cls: 0.0294 loss_rpn_loc: 0.03518 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:15:43] d2.utils.events INFO: eta: 2:52:33 iter: 39719 total_loss: 1.185 loss_cls: 0.3032 loss_box_reg: 0.4772 loss_mask: 0.3373 loss_rpn_cls: 0.02984 loss_rpn_loc: 0.03581 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:15:47] d2.utils.events INFO: eta: 2:52:29 iter: 39739 total_loss: 1.261 loss_cls: 0.3466 loss_box_reg: 0.4983 loss_mask: 0.3479 loss_rpn_cls: 0.0294 loss_rpn_loc: 0.04014 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 18:15:51] d2.utils.events INFO: eta: 2:52:23 iter: 39759 total_loss: 1.277 loss_cls: 0.3333 loss_box_reg: 0.5085 loss_mask: 0.3741 loss_rpn_cls: 0.02995 loss_rpn_loc: 0.03904 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:15:55] d2.utils.events INFO: eta: 2:52:20 iter: 39779 total_loss: 1.178 loss_cls: 0.3035 loss_box_reg: 0.4572 loss_mask: 0.3394 loss_rpn_cls: 0.02939 loss_rpn_loc: 0.03689 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:15:59] d2.utils.events INFO: eta: 2:52:12 iter: 39799 total_loss: 1.254 loss_cls: 0.3406 loss_box_reg: 0.4902 loss_mask: 0.3366 loss_rpn_cls: 0.03158 loss_rpn_loc: 0.04087 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:16:04] d2.utils.events INFO: eta: 2:52:12 iter: 39819 total_loss: 1.23 loss_cls: 0.3427 loss_box_reg: 0.5011 loss_mask: 0.3527 loss_rpn_cls: 0.02946 loss_rpn_loc: 0.03253 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M c: 0.03253 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:16:08 d2.utils.events]:  eta: 2:52:08 iter: 39839 total_loss: 1.187 loss_cls: 0.3044 loss_box_reg: 0.4822 loss_mask: 0.333 loss_rpn_cls: 0.03115 loss_rpn_loc: 0.03589 time: 0.2066 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 18:16:12 d2.utils.events]:  eta: 2:52:13 iter: 39859 total_loss: 1.237 loss_cls: 0.3284 loss_box_reg: 0.4679 loss_mask: 0.3508 loss_rpn_cls: 0.02699 loss_rpn_loc: 0.03736 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 18:16:16 d2.utils.events]:  eta: 2:52:15 iter: 39879 total_loss: 1.23 loss_cls: 0.3255 loss_box_reg: 0.488 loss_mask: 0.3468 loss_rpn_cls: 0.03361 loss_rpn_loc: 0.04061 time: 0.2066 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 18:16:20 d2.utils.events]:  eta: 2:52:09 iter: 39899 total_loss: 1.181 loss_cls: 0.2977 loss_box_reg: 0.4757 loss_mask: 0.3237 loss_rpn_cls: 0.02456 loss_rpn_loc: 0.0353 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 18:16:24 d2.utils.events]:  eta: 2:52:05 iter: 39919 total_loss: 1.168 loss_cls: 0.3037 loss_box_reg: 0.4496 loss_mask: 0.3242 loss_rpn_cls: 0.02855 loss_rpn_loc: 0.035 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:16:28 d2.utils.events]:  eta: 2:51:58 iter: 39939 total_loss: 1.211 loss_cls: 0.337 loss_box_reg: 0.4674 loss_mask: 0.3373 loss_rpn_cls: 0.03162 loss_rpn_loc: 0.03657 time: 0.2066 data_time: 0.0197 lr: 0.0025 max_mem: 2506M [03/12 18:16:33 d2.utils.events]:  eta: 2:51:51 iter: 39959 total_loss: 1.271 loss_cls: 0.3148 loss_box_reg: 0.4983 loss_mask: 0.3452 loss_rpn_cls: 0.02964 loss_rpn_loc: 0.03818 time: 0.2066 data_time: 0.0173 lr: 0.0025 max_mem: 2506M [03/12 18:16:37 d2.utils.events]:  eta: 2:51:43 iter: 39979 total_loss: 1.196 loss_cls: 0.3013 loss_box_reg: 0.4776 loss_mask: 0.3522 loss_rpn_cls: 0.02887 loss_rpn_loc: 0.04065 time: 0.2066 data_time: 0.0257 lr: 0.0025 max_mem: 2506M [03/12 18:16:41 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0039999.pth [03/12 18:16:57 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 14.98 seconds. [03/12 18:16:57 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 18:16:58 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 18:16:58 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 18:17:01 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 18:17:02 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 18:17:16 d2.evaluation.evaluator]: Start inference on 662 images [03/12 18:17:34 d2.evaluation.evaluator]: Inference done 11/662. 0.0441 s / img. ETA=0:00:40 [03/12 18:17:39 d2.evaluation.evaluator]: Inference done 90/662. 0.0437 s / img. ETA=0:00:36 [03/12 18:17:44 d2.evaluation.evaluator]: Inference done 166/662. 0.0439 s / img. ETA=0:00:32 [03/12 18:17:49 d2.evaluation.evaluator]: Inference done 241/662. 0.0438 s / img. ETA=0:00:27 [03/12 18:17:54 d2.evaluation.evaluator]: Inference done 323/662. 0.0437 s / img. ETA=0:00:21 [03/12 18:17:59 d2.evaluation.evaluator]: Inference done 399/662. 0.0437 s / img. ETA=0:00:17 [03/12 18:18:04 d2.evaluation.evaluator]: Inference done 478/662. 0.0436 s / img. ETA=0:00:11 [03/12 18:18:09 d2.evaluation.evaluator]: Inference done 553/662. 0.0436 s / img. ETA=0:00:07 [03/12 18:18:14 d2.evaluation.evaluator]: Inference done 630/662. 0.0436 s / img. ETA=0:00:02 [03/12 18:18:17 d2.evaluation.evaluator]: Total inference time: 0:00:42.923183 (0.065332 s / img per device, on 8 devices) [03/12 18:18:17 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043572 s / img per device, on 8 devices) [03/12 18:18:22 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/12 18:18:22 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 18:18:23 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.04s) creating index... index created! [03/12 18:18:23 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/12 18:18:27 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 4.42 seconds. [03/12 18:18:27 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 18:18:27 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.26 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.003 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.024 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.003 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.036 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.379 [03/12 18:18:27 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 22.501 | 39.789 | 22.961 | 0.281 | 2.351 | 25.039 | [03/12 18:18:27 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 16.068 | bed | 33.231 | chair | 25.231 | | sofa | 23.707 | table | 30.431 | door | 19.930 | | window | 14.150 | bookshelf | 31.026 | picture | 22.497 | | counter | 13.150 | desk | 16.679 | curtain | 11.772 | | refridgerator | 16.914 | shower curtain | 23.320 | toilet | 45.084 | | sink | 21.721 | bathtub | 23.972 | otherfurniture | 16.132 | Loading and preparing results... DONE (t=1.16s) creating index... index created! [03/12 18:18:30 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/12 18:18:44 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 14.32 seconds. [03/12 18:18:44 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 18:18:45 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.26 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.171 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.160 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.016 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.268 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.268 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.030 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.299 [03/12 18:18:45 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 17.103 | 32.701 | 16.027 | 0.000 | 1.607 | 19.152 | [03/12 18:18:45 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 14.773 | bed | 19.930 | chair | 17.267 | | sofa | 20.072 | table | 25.858 | door | 11.925 | | window | 3.339 | bookshelf | 3.948 | picture | 19.884 | | counter | 4.163 | desk | 6.190 | curtain | 8.930 | | refridgerator | 16.465 | shower curtain | 21.026 | toilet | 52.179 | | sink | 23.359 | bathtub | 24.424 | otherfurniture | 14.124 | [03/12 18:18:45 d2.engine.defaults]: Evaluation results for scannet_val in csv format: [03/12 18:18:45 d2.evaluation.testing]: copypaste: Task: bbox [03/12 18:18:45 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 18:18:45 d2.evaluation.testing]: copypaste: 22.5009,39.7891,22.9608,0.2805,2.3506,25.0395 [03/12 18:18:45 d2.evaluation.testing]: copypaste: Task: segm [03/12 18:18:45 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 18:18:45 d2.evaluation.testing]: copypaste: 17.1031,32.7011,16.0267,0.0000,1.6069,19.1521 [03/12 18:18:45 d2.utils.events]:  eta: 2:51:40 iter: 39999 total_loss: 1.267 loss_cls: 0.3236 loss_box_reg: 0.4947 loss_mask: 0.3462 loss_rpn_cls: 0.03069 loss_rpn_loc: 0.03938 time: 0.2066 data_time: 0.0202 lr: 0.0025 max_mem: 2506M [03/12 18:18:50 d2.utils.events]:  eta: 2:51:35 iter: 40019 total_loss: 1.183 loss_cls: 0.3102 loss_box_reg: 0.4751 loss_mask: 0.3238 loss_rpn_cls: 0.02963 loss_rpn_loc: 0.03766 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:18:54 d2.utils.events]:  eta: 2:51:29 iter: 40039 total_loss: 1.174 loss_cls: 0.3031 loss_box_reg: 0.474 loss_mask: 0.3352 loss_rpn_cls: 0.02947 loss_rpn_loc: 0.03626 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 18:18:58 d2.utils.events]:  eta: 2:51:25 iter: 40059 total_loss: 1.193 loss_cls: 0.3123 loss_box_reg: 0.4776 loss_mask: 0.3386 loss_rpn_cls: 0.02915 loss_rpn_loc: 0.03624 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 18:19:02 d2.utils.events]:  eta: 2:51:21 iter: 40079 total_loss: 1.183 loss_cls: 0.3155 loss_box_reg: 0.4751 loss_mask: 0.3456 loss_rpn_cls: 0.02908 loss_rpn_loc: 0.03596 time: 0.2066 data_time: 0.0216 lr: 0.0025 max_mem: 2506M [03/12 18:19:06 d2.utils.events]:  eta: 2:51:15 iter: 40099 total_loss: 1.204 loss_cls: 0.2959 loss_box_reg: 0.4715 loss_mask: 0.3386 loss_rpn_cls: 0.0301 loss_rpn_loc: 0.04059 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:19:10 d2.utils.events]:  eta: 2:51:15 iter: 40119 total_loss: 1.247 loss_cls: 0.3179 loss_box_reg: 0.4908 loss_mask: 0.3486 loss_rpn_cls: 0.02892 loss_rpn_loc: 0.03638 time: 0.2066 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 18:19:14 d2.utils.events]:  eta: 2:51:10 iter: 40139 total_loss: 1.155 loss_cls: 0.3086 loss_box_reg: 0.465 loss_mask: 0.3208 loss_rpn_cls: 0.02466 loss_rpn_loc: 0.03228 time: 0.2066 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 18:19:18 d2.utils.events]:  eta: 2:51:00 iter: 40159 total_loss: 1.206 loss_cls: 0.2963 loss_box_reg: 0.482 loss_mask: 0.3396 loss_rpn_cls: 0.02848 loss_rpn_loc: 0.03879 time: 0.2066 data_time: 0.0214 lr: 0.0025 max_mem: 2506M [03/12 18:19:22 d2.utils.events]:  eta: 2:50:53 iter: 40179 total_loss: 1.137 loss_cls: 0.288 loss_box_reg: 0.4546 loss_mask: 0.3347 loss_rpn_cls: 0.02754 loss_rpn_loc: 0.03631 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:19:27 d2.utils.events]:  eta: 2:50:49 iter: 40199 total_loss: 1.217 loss_cls: 0.3149 loss_box_reg: 0.4881 loss_mask: 0.3368 loss_rpn_cls: 0.02904 loss_rpn_loc: 0.03491 time: 0.2066 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 18:19:31 d2.utils.events]:  eta: 2:50:41 iter: 40219 total_loss: 1.188 loss_cls: 0.3203 loss_box_reg: 0.4787 loss_mask: 0.3355 loss_rpn_cls: 0.02712 loss_rpn_loc: 0.03534 time: 0.2066 data_time: 0.0187 lr: 0.0025 max_mem: 2506M [03/12 18:19:35 d2.utils.events]:  eta: 2:50:35 iter: 40239 total_loss: 1.256 loss_cls: 0.3354 loss_box_reg: 0.4876 loss_mask: 0.3393 loss_rpn_cls: 0.03039 loss_rpn_loc: 0.0417 time: 0.2066 data_time: 0.0200 lr: 0.0025 max_mem: 2506M [03/12 18:19:39 d2.utils.events]:  eta: 2:50:30 iter: 40259 total_loss: 1.173 loss_cls: 0.32 loss_box_reg: 0.4593 loss_mask: 0.3328 loss_rpn_cls: 0.03143 loss_rpn_loc: 0.03653 time: 0.2066 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 18:19:43 d2.utils.events]:  eta: 2:50:26 iter: 40279 total_loss: 1.276 loss_cls: 0.3178 loss_box_reg: 0.485 loss_mask: 0.3582 loss_rpn_cls: 0.02811 loss_rpn_loc: 0.04285 time: 0.2066 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 18:19:47 d2.utils.events]:  eta: 2:50:21 iter: 40299 total_loss: 1.209 loss_cls: 0.3026 loss_box_reg: 0.4815 loss_mask: 0.3545 loss_rpn_cls: 0.02899 loss_rpn_loc: 0.03508 time: 0.2066 data_time: 0.0211 lr: 0.0025 max_mem: 2506M [03/12 18:19:51 d2.utils.events]:  eta: 2:50:18 iter: 40319 total_loss: 1.206 loss_cls: 0.3125 loss_box_reg: 0.4812 loss_mask: 0.3435 loss_rpn_cls: 0.03506 loss_rpn_loc: 0.03879 time: 0.2066 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 18:19:55 d2.utils.events]:  eta: 2:50:19 iter: 40339 total_loss: 1.152 loss_cls: 0.2848 loss_box_reg: 0.4607 loss_mask: 0.3202 loss_rpn_cls: 0.02713 loss_rpn_loc: 0.03247 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:20:00 d2.utils.events]:  eta: 2:50:15 iter: 40359 total_loss: 1.165 loss_cls: 0.3121 loss_box_reg: 0.4772 loss_mask: 0.343 loss_rpn_cls: 0.03211 loss_rpn_loc: 0.03341 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:20:04 d2.utils.events]:  eta: 2:50:11 iter: 40379 total_loss: 1.205 loss_cls: 0.3224 loss_box_reg: 0.4731 loss_mask: 0.3348 loss_rpn_cls: 0.02781 loss_rpn_loc: 0.03502 time: 0.2066 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 18:20:08 d2.utils.events]:  eta: 2:50:08 iter: 40399 total_loss: 1.101 loss_cls: 0.2674 loss_box_reg: 0.449 loss_mask: 0.3302 loss_rpn_cls: 0.02691 loss_rpn_loc: 0.03393 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 18:20:12 d2.utils.events]:  eta: 2:50:04 iter: 40419 total_loss: 1.157 loss_cls: 0.2955 loss_box_reg: 0.4737 loss_mask: 0.3313 loss_rpn_cls: 0.02485 loss_rpn_loc: 0.03421 time: 0.2066 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 18:20:16 d2.utils.events]:  eta: 2:50:06 iter: 40439 total_loss: 1.229 loss_cls: 0.3202 loss_box_reg: 0.4863 loss_mask: 0.3554 loss_rpn_cls: 0.02909 loss_rpn_loc: 0.04273 time: 0.2066 data_time: 0.0250 lr: 0.0025 max_mem: 2506M [03/12 18:20:20 d2.utils.events]:  eta: 2:50:02 iter: 40459 total_loss: 1.204 loss_cls: 0.2966 loss_box_reg: 0.4816 loss_mask: 0.3571 loss_rpn_cls: 0.02878 loss_rpn_loc: 0.03742 time: 0.2066 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 18:20:24 d2.utils.events]:  eta: 2:49:57 iter: 40479 total_loss: 1.232 loss_cls: 0.3145 loss_box_reg: 0.4786 loss_mask: 0.3322 loss_rpn_cls: 0.02897 loss_rpn_loc: 0.0361 time: 0.231 lr: 0.0025 max_mem: 2506M [03/12 18:20:28] d2.utils.events INFO: eta: 2:49:53 iter: 40499 total_loss: 1.159 loss_cls: 0.3088 loss_box_reg: 0.462 loss_mask: 0.3375 loss_rpn_cls: 0.02378 loss_rpn_loc: 0.03092 time: 0.2066 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 18:20:33] d2.utils.events INFO: eta: 2:49:46 iter: 40519 total_loss: 1.185 loss_cls: 0.325 loss_box_reg: 0.4699 loss_mask: 0.3253 loss_rpn_cls: 0.02714 loss_rpn_loc: 0.03449 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 18:20:37] d2.utils.events INFO: eta: 2:49:42 iter: 40539 total_loss: 1.226 loss_cls: 0.2942 loss_box_reg: 0.5047 loss_mask: 0.3425 loss_rpn_cls: 0.02817 loss_rpn_loc: 0.04229 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:20:41] d2.utils.events INFO: eta: 2:49:38 iter: 40559 total_loss: 1.153 loss_cls: 0.2954 loss_box_reg: 0.4738 loss_mask: 0.3272 loss_rpn_cls: 0.02653 loss_rpn_loc: 0.0387 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:20:45] d2.utils.events INFO: eta: 2:49:36 iter: 40579 total_loss: 1.142 loss_cls: 0.2949 loss_box_reg: 0.4742 loss_mask: 0.3282 loss_rpn_cls: 0.02189 loss_rpn_loc: 0.0359 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 18:20:49] d2.utils.events INFO: eta: 2:49:30 iter: 40599 total_loss: 1.202 loss_cls: 0.2996 loss_box_reg: 0.4753 loss_mask: 0.3443 loss_rpn_cls: 0.02771 loss_rpn_loc: 0.03662 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:20:53] d2.utils.events INFO: eta: 2:49:28 iter: 40619 total_loss: 1.207 loss_cls: 0.313 loss_box_reg: 0.4868 loss_mask: 0.3497 loss_rpn_cls: 0.03454 loss_rpn_loc: 0.03527 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:20:57] d2.utils.events INFO: eta: 2:49:29 iter: 40639 total_loss: 1.193 loss_cls: 0.315 loss_box_reg: 0.477 loss_mask: 0.3307 loss_rpn_cls: 0.0305 loss_rpn_loc: 0.03571 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 18:21:02] d2.utils.events INFO: eta: 2:49:21 iter: 40659 total_loss: 1.245 loss_cls: 0.3344 loss_box_reg: 0.4826 loss_mask: 0.3255 loss_rpn_cls: 0.0282 loss_rpn_loc: 0.03303 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 18:21:06] d2.utils.events INFO: eta: 2:49:17 iter: 40679 total_loss: 1.21 loss_cls: 0.3081 loss_box_reg: 0.4835 loss_mask: 0.3657 loss_rpn_cls: 0.03096 loss_rpn_loc: 0.03698 time: 0.2066 data_time: 0.0247 lr: 0.0025 max_mem: 2506M [03/12 18:21:10] d2.utils.events INFO: eta: 2:49:12 iter: 40699 total_loss: 1.187 loss_cls: 0.3093 loss_box_reg: 0.4811 loss_mask: 0.3361 loss_rpn_cls: 0.02743 loss_rpn_loc: 0.03293 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:21:14] d2.utils.events INFO: eta: 2:49:10 iter: 40719 total_loss: 1.153 loss_cls: 0.2883 loss_box_reg: 0.4602 loss_mask: 0.324 loss_rpn_cls: 0.02818 loss_rpn_loc: 0.03343 time: 0.2066 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 18:21:18] d2.utils.events INFO: eta: 2:49:11 iter: 40739 total_loss: 1.158 loss_cls: 0.3059 loss_box_reg: 0.4443 loss_mask: 0.3475 loss_rpn_cls: 0.0274 loss_rpn_loc: 0.03154 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:21:22] d2.utils.events INFO: eta: 2:49:07 iter: 40759 total_loss: 1.212 loss_cls: 0.3065 loss_box_reg: 0.4967 loss_mask: 0.3532 loss_rpn_cls: 0.02782 loss_rpn_loc: 0.03982 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 18:21:27] d2.utils.events INFO: eta: 2:49:05 iter: 40779 total_loss: 1.176 loss_cls: 0.2903 loss_box_reg: 0.4685 loss_mask: 0.3449 loss_rpn_cls: 0.02957 loss_rpn_loc: 0.0396 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:21:31] d2.utils.events INFO: eta: 2:49:00 iter: 40799 total_loss: 1.153 loss_cls: 0.3028 loss_box_reg: 0.4662 loss_mask: 0.3286 loss_rpn_cls: 0.02969 loss_rpn_loc: 0.03861 time: 0.2066 data_time: 0.0216 lr: 0.0025 max_mem: 2506M [03/12 18:21:35] d2.utils.events INFO: eta: 2:48:55 iter: 40.0025 max_mem: 2506M [03/12 18:21:35 d2.utils.events]:  eta: 2:48:55 iter: 40819 total_loss: 1.224 loss_cls: 0.3425 loss_box_reg: 0.4814 loss_mask: 0.3463 loss_rpn_cls: 0.02794 loss_rpn_loc: 0.03216 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:21:39 d2.utils.events]:  eta: 2:48:50 iter: 40839 total_loss: 1.179 loss_cls: 0.3078 loss_box_reg: 0.4822 loss_mask: 0.3469 loss_rpn_cls: 0.03043 loss_rpn_loc: 0.03478 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 18:21:43 d2.utils.events]:  eta: 2:48:46 iter: 40859 total_loss: 1.18 loss_cls: 0.3135 loss_box_reg: 0.4732 loss_mask: 0.3313 loss_rpn_cls: 0.03275 loss_rpn_loc: 0.03614 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:21:48 d2.utils.events]:  eta: 2:48:39 iter: 40879 total_loss: 1.205 loss_cls: 0.3131 loss_box_reg: 0.4736 loss_mask: 0.3445 loss_rpn_cls: 0.03198 loss_rpn_loc: 0.03397 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:21:52 d2.utils.events]:  eta: 2:48:35 iter: 40899 total_loss: 1.208 loss_cls: 0.327 loss_box_reg: 0.4871 loss_mask: 0.3344 loss_rpn_cls: 0.02795 loss_rpn_loc: 0.03302 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 18:21:56 d2.utils.events]:  eta: 2:48:34 iter: 40919 total_loss: 1.225 loss_cls: 0.3195 loss_box_reg: 0.4747 loss_mask: 0.3553 loss_rpn_cls: 0.03098 loss_rpn_loc: 0.03634 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 18:22:00 d2.utils.events]:  eta: 2:48:30 iter: 40939 total_loss: 1.219 loss_cls: 0.3129 loss_box_reg: 0.4867 loss_mask: 0.3335 loss_rpn_cls: 0.03108 loss_rpn_loc: 0.03572 time: 0.2066 data_time: 0.0213 lr: 0.0025 max_mem: 2506M [03/12 18:22:04 d2.utils.events]:  eta: 2:48:26 iter: 40959 total_loss: 1.233 loss_cls: 0.3309 loss_box_reg: 0.4975 loss_mask: 0.3378 loss_rpn_cls: 0.02883 loss_rpn_loc: 0.04449 time: 0.2066 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 18:22:08 d2.utils.events]:  eta: 2:48:19 iter: 40979 total_loss: 1.172 loss_cls: 0.3129 loss_box_reg: 0.4719 loss_mask: 0.3287 loss_rpn_cls: 0.03314 loss_rpn_loc: 0.03551 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 18:22:12 d2.utils.events]:  eta: 2:48:15 iter: 40999 total_loss: 1.16 loss_cls: 0.3071 loss_box_reg: 0.4776 loss_mask: 0.3382 loss_rpn_cls: 0.03337 loss_rpn_loc: 0.03802 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:22:17 d2.utils.events]:  eta: 2:48:13 iter: 41019 total_loss: 1.177 loss_cls: 0.3165 loss_box_reg: 0.4733 loss_mask: 0.3444 loss_rpn_cls: 0.02959 loss_rpn_loc: 0.03572 time: 0.2066 data_time: 0.0244 lr: 0.0025 max_mem: 2506M [03/12 18:22:21 d2.utils.events]:  eta: 2:48:09 iter: 41039 total_loss: 1.213 loss_cls: 0.3281 loss_box_reg: 0.4771 loss_mask: 0.3375 loss_rpn_cls: 0.03201 loss_rpn_loc: 0.04177 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 18:22:25 d2.utils.events]:  eta: 2:48:04 iter: 41059 total_loss: 1.224 loss_cls: 0.3066 loss_box_reg: 0.4836 loss_mask: 0.3487 loss_rpn_cls: 0.02924 loss_rpn_loc: 0.03047 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INFO: eta: 2:38:07 iter: 44199 total_loss: 1.216 loss_cls: 0.3063 loss_box_reg: 0.4727 loss_mask: 0.3316 loss_rpn_cls: 0.02994 loss_rpn_loc: 0.03348 time: 0.2067 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:33:24] d2.utils.events INFO: eta: 2:38:09 iter: 44219 total_loss: 1.183 loss_cls: 0.2751 loss_box_reg: 0.4697 loss_mask: 0.3454 loss_rpn_cls: 0.0291 loss_rpn_loc: 0.03733 time: 0.2067 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 18:33:28] d2.utils.events INFO: eta: 2:38:00 iter: 44239 total_loss: 1.049 loss_cls: 0.2696 loss_box_reg: 0.4336 loss_mask: 0.3164 loss_rpn_cls: 0.02747 loss_rpn_loc: 0.0322 time: 0.2067 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 18:33:33] d2.utils.events INFO: eta: 2:37:56 iter: 44259 total_loss: 1.177 loss_cls: 0.3211 loss_box_reg: 0.463 loss_mask: 0.3325 loss_rpn_cls: 0.03317 loss_rpn_loc: 0.03892 time: 0.2067 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 18:33:37] d2.utils.events INFO: eta: 2:37:48 iter: 44279 total_loss: 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loss53 d2.utils.events]:  eta: 2:37:37 iter: 44359 total_loss: 1.229 loss_cls: 0.3167 loss_box_reg: 0.4732 loss_mask: 0.324 loss_rpn_cls: 0.02921 loss_rpn_loc: 0.04248 time: 0.2067 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 18:33:58 d2.utils.events]:  eta: 2:37:26 iter: 44379 total_loss: 1.111 loss_cls: 0.2825 loss_box_reg: 0.453 loss_mask: 0.3126 loss_rpn_cls: 0.03031 loss_rpn_loc: 0.03507 time: 0.2067 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 18:34:02 d2.utils.events]:  eta: 2:37:19 iter: 44399 total_loss: 1.167 loss_cls: 0.3007 loss_box_reg: 0.477 loss_mask: 0.3265 loss_rpn_cls: 0.03186 loss_rpn_loc: 0.03546 time: 0.2067 data_time: 0.0206 lr: 0.0025 max_mem: 2506M [03/12 18:34:06 d2.utils.events]:  eta: 2:37:15 iter: 44419 total_loss: 1.168 loss_cls: 0.2988 loss_box_reg: 0.4647 loss_mask: 0.3334 loss_rpn_cls: 0.02965 loss_rpn_loc: 0.03967 time: 0.2066 data_time: 0.0204 lr: 0.0025 max_mem: 2506M [03/12 18:34:10 d2.utils.events]:  eta: 2:37:11 iter: 44439 total_loss: 1.19 loss_cls: 0.3026 loss_box_reg: 0.4738 loss_mask: 0.3227 loss_rpn_cls: 0.02999 loss_rpn_loc: 0.03337 time: 0.2066 data_time: 0.0197 lr: 0.0025 max_mem: 2506M [03/12 18:34:14 d2.utils.events]:  eta: 2:37:04 iter: 44459 total_loss: 1.223 loss_cls: 0.3052 loss_box_reg: 0.4817 loss_mask: 0.3524 loss_rpn_cls: 0.0334 loss_rpn_loc: 0.03527 time: 0.2066 data_time: 0.0208 lr: 0.0025 max_mem: 2506M [03/12 18:34:18 d2.utils.events]:  eta: 2:36:56 iter: 44479 total_loss: 1.164 loss_cls: 0.2886 loss_box_reg: 0.467 loss_mask: 0.3227 loss_rpn_cls: 0.03069 loss_rpn_loc: 0.04097 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:34:22 d2.utils.events]:  eta: 2:36:48 iter: 44499 total_loss: 1.236 loss_cls: 0.3327 loss_box_reg: 0.4725 loss_mask: 0.3424 loss_rpn_cls: 0.03481 loss_rpn_loc: 0.04018 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 18:34:26 d2.utils.events]:  eta: 2:36:40 iter: 44519 total_loss: 1.22 loss_cls: 0.309 loss_box_reg: 0.4681 loss_mask: 0.3426 loss_rpn_cls: 0.02957 loss_rpn_loc: 0.03451 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:34:30 d2.utils.events]:  eta: 2:36:38 iter: 44539 total_loss: 1.2 loss_cls: 0.3037 loss_box_reg: 0.4717 loss_mask: 0.3406 loss_rpn_cls: 0.03343 loss_rpn_loc: 0.03709 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 18:34:34 d2.utils.events]:  eta: 2:36:35 iter: 44559 total_loss: 1.208 loss_cls: 0.3271 loss_box_reg: 0.4775 loss_mask: 0.3526 loss_rpn_cls: 0.03103 loss_rpn_loc: 0.0386 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 18:34:39 d2.utils.events]:  eta: 2:36:30 iter: 44579 total_loss: 1.119 loss_cls: 0.2741 loss_box_reg: 0.4556 loss_mask: 0.3221 loss_rpn_cls: 0.02821 loss_rpn_loc: 0.03644 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:34:43 d2.utils.events]:  eta: 2:36:26 iter: 44599 total_loss: 1.133 loss_cls: 0.2894 loss_box_reg: 0.4686 loss_mask: 0.3127 loss_rpn_cls: 0.02795 loss_rpn_loc: 0.03774 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:34:47 d2.utils.events]:  eta: 2:36:21 iter: 44619 total_loss: 1.143 loss_cls: 0.292 loss_box_reg: 0.4572 loss_mask: 0.3225 loss_rpn_cls: 0.02881 loss_rpn_loc: 0.03426 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 18:34:51 d2.utils.events]:  eta: 2:36:17 iter: 44639 total_loss: 1.147 loss_cls: 0.297 loss_box_reg: 0.4613 loss_mask: 0.329 loss_rpn_cls: 0.02287 loss_rpn_loc: 0.03124 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 18:34:55 d2.utils.events]:  eta: 2:36:11 iter: 44659 total_loss: 1.108 loss_cls: 0.277 loss_box_reg: 0.4394 loss_mask: 0.3427 loss_rpn_cls: 0.02621 loss_rpn_loc: 0.0349 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 18:34:59 d2.utils.events]:  eta: 2:36:09 iter: 44679 total_loss: 1.156 loss_cls: 0.2774 loss_box_reg: 0.4713 loss_mask: 0.3265 loss_rpn_cls: 0.0274 loss_rpn_loc: 0.03781 time: 0.2066 data_time: 0.0263 lr: 0.0025 max_mem: 2506M [03/12 18:35:04 d2.utils.events]:  eta: 2:36:02 iter: 44699 total_loss: 1.17 loss_cls: 0.2891 loss_box_reg: 0.4542 loss_mask: 0.3321 loss_rpn_cls: 0.02865 loss_rpn_loc: 0.04059 time: 0.2066 data_time: 0.0258 lr: 0.0025 max_mem: 2506M [03/12 18:35:08 d2.utils.events]:  eta: 2:35:57 iter: 44719 total_loss: 1.16 loss_cls: 0.2974 loss_box_reg: 0.4717 loss_mask: 0.3319 loss_rpn_cls: 0.02545 loss_rpn_loc: 0.0368 time: 0.2066 data_time: 0.0252 lr: 0.0025 max_mem: 2506M [03/12 18:35:12 d2.utils.events]:  eta: 2:35:55 iter: 44739 total_loss: 1.167 loss_cls: 0.3045 loss_box_reg: 0.4636 loss_mask: 0.3369 loss_rpn_cls: 0.02687 loss_rpn_loc: 0.0354 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 18:35:16 d2.utils.events]:  eta: 2:35:52 iter: 44759 total_loss: 1.133 loss_cls: 0.2796 loss_box_reg: 0.468 loss_mask: 0.318 loss_rpn_cls: 0.02448 loss_rpn_loc: 0.03758 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 18:35:20 d2.utils.events]:  eta: 2:35:48 iter: 44779 total_loss: 1.094 loss_cls: 0.2603 loss_box_reg: 0.4553 loss_mask: 0.3195 loss_rpn_cls: 0.02522 loss_rpn_loc: 0.03479 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:35:25 d2.utils.events]:  eta: 2:35:46 iter: 44799 total_loss: 1.147 loss_cls: 0.3025 loss_box_reg: 0.4569 loss_mask: 0.3213 loss_rpn_cls: 0.02806 loss_rpn_loc: 0.03551 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:35:29 d2.utils.events]:  eta: 2:35:44 iter: 44819 total_loss: 1.166 loss_cls: 0.3008 loss_box_reg: 0.4542 loss_mask: 0.3256 loss_rpn_cls: 0.02685 loss_rpn_loc: 0.0331 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:35:33 d2.utils.events]:  eta: 2:35:39 iter: 44839 total_loss: 1.164 loss_cls: 0.3118 loss_box_reg: 0.4699 loss_mask: 0.3272 loss_rpn_cls: 0.02872 loss_rpn_loc: 0.03961 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 18:35:37 d2.utils.events]:  eta: 2:35:36 iter: 44859 total_loss: 1.188 loss_cls: 0.3073 loss_box_reg: 0.4934 loss_mask: 0.3379 loss_rpn_cls: 0.0297 loss_rpn_loc: 0.04006 time: 0.2066 data_time: 0.0242 lr: 0.0025 max_mem: 2506M [03/12 18:35:41 d2.utils.events]:  eta: 2:35:32 iter: 44879 total_loss: 1.126 loss_cls: 0.2851 loss_box_reg: 0.4382 loss_mask: 0.3134 loss_rpn_cls: 0.03537 loss_rpn_loc: 0.03453 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:35:45 d2.utils.events]:  eta: 2:35:26 iter: 44899 total_loss: 1.134 loss_cls: 0.2773 loss_box_reg: 0.4583 loss_mask: 0.3128 loss_rpn_cls: 0.02702 loss_rpn_loc: 0.03247 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:35:50 d2.utils.events]:  eta: 2:35:22 iter: 44919 total_loss: 1.155 loss_cls: 0.2873 loss_box_reg: 0.4762 loss_mask: 0.3358 loss_rpn_cls: 0.03023 loss_rpn_loc: 0.03565 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:35:54 d2.utils.events]:  eta: 2:35:12 iter: 44939 total_loss: 1.134 loss_cls: 0.2839 loss_box_reg: 0.4461 loss_mask: 0.3222 loss_rpn_cls: 0.02973 loss_rpn_loc: 0.03632 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:35:58 d2.utils.events]:  eta: 2:35:06 iter: 44959 total_loss: 1.145 loss_cls: 0.2895 loss_box_reg: 0.4471 loss_mask: 0.3543 loss_rpn_cls: 0.02972 loss_rpn_loc: 0.03553 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:36:02 d2.utils.events]:  eta: 2:35:01 iter: 44979 total_loss: 1.089 loss_cls: 0.2584 loss_box_reg: 0.4588 loss_mask: 0.3305 loss_rpn_cls: 0.02446 loss_rpn_loc: 0.03454 time: 0.2066 data_time: 0.0208 lr: 0.0025 max_mem: 2506M [03/12 18:36:06 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0044999.pth [03/12 18:36:07 d2.utils.events]:  eta: 2:34:57 iter: 44999 total_loss: 1.188 loss_cls: 0.2892 loss_box_reg: 0.4707 loss_mask: 0.3431 loss_rpn_cls: 0.02501 loss_rpn_loc: 0.03486 time: 0.2066 data_time: 0.0199 lr: 0.0025 max_mem: 2506M [03/12 18:36:12 d2.utils.events]:  eta: 2:34:55 iter: 45019 total_loss: 1.176 loss_cls: 0.3081 loss_box_reg: 0.4712 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time: 0.2066 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 18:36:32 d2.utils.events]:  eta: 2:34:18 iter: 45119 total_loss: 1.107 loss_cls: 0.2769 loss_box_reg: 0.449 loss_mask: 0.3186 loss_rpn_cls: 0.02895 loss_rpn_loc: 0.03538 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:36:36 d2.utils.events]:  eta: 2:34:10 iter: 45139 total_loss: 1.183 loss_cls: 0.3005 loss_box_reg: 0.4669 loss_mask: 0.3386 loss_rpn_cls: 0.02575 loss_rpn_loc: 0.02972 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:36:40 d2.utils.events]:  eta: 2:34:07 iter: 45159 total_loss: 1.148 loss_cls: 0.2855 loss_box_reg: 0.4691 loss_mask: 0.3365 loss_rpn_cls: 0.02996 loss_rpn_loc: 0.03526 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:36:45 d2.utils.events]:  eta: 2:34:01 iter: 45179 total_loss: 1.1 loss_cls: 0.2959 loss_box_reg: 0.4396 loss_mask: 0.3135 loss_rpn_cls: 0.02666 loss_rpn_loc: 0.0352 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 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loss_cls: 0.2682 loss_box_reg: 0.4585 loss_mask: 0.3364 loss_rpn_cls: 0.02624 loss_rpn_loc: 0.03228 time: 0.2066 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 18:43:53 d2.utils.events]:  eta: 2:27:36 iter: 47239 total_loss: 1.183 loss_cls: 0.3028 lo99 loss_mask: 0.3165 loss_rpn_cls: 0.02647 loss_rpn_loc: 0.03624 time: 0.2066 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 18:43:57] d2.utils.events INFO: eta: 2:27:32 iter: 47259 total_loss: 1.1 loss_cls: 0.2794 loss_box_reg: 0.4442 loss_mask: 0.3185 loss_rpn_cls: 0.02612 loss_rpn_loc: 0.03468 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:44:01] d2.utils.events INFO: eta: 2:27:29 iter: 47279 total_loss: 1.097 loss_cls: 0.2557 loss_box_reg: 0.4462 loss_mask: 0.3138 loss_rpn_cls: 0.02367 loss_rpn_loc: 0.03096 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:44:05] d2.utils.events INFO: eta: 2:27:24 iter: 47299 total_loss: 1.179 loss_cls: 0.2884 loss_box_reg: 0.4815 loss_mask: 0.3236 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[03/12 18:44:43] d2.utils.events INFO: eta: 2:26:41 iter: 47479 total_loss: 1.13 loss_cls: 0.2835 loss_box_reg: 0.4598 loss_mask: 0.3151 loss_rpn_cls: 0.02731 loss_rpn_loc: 0.0335 time: 0.2066 data_time: 0.0215 lr: 0.0025 max_mem: 2506M [03/12 18:44:47] d2.utils.events INFO: eta: 2:26:37 iter: 47499 total_loss: 1.219 loss_cls: 0.3188 loss_box_reg: 0.492 loss_mask: 0.3477 loss_rpn_cls: 0.03246 loss_rpn_loc: 0.03515 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 18:44:51] d2.utils.events INFO: eta: 2:26:32 iter: 47519 total_loss: 1.171 loss_cls: 0.2929 loss_box_reg: 0.4752 loss_mask: 0.3506 loss_rpn_cls: 0.02878 loss_rpn_loc: 0.03545 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 18:44:55] d2.utils.events INFO: eta: 2:26:31 iter: 47539 total_loss: 1.155 loss_cls: 0.2867 loss_box_reg: 0.4643 loss_mask: 0.3265 loss_rpn_cls: 0.0279 loss_rpn_loc: 0.03574 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 18:44:59] d2.utils.events INFO: eta: 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total_loss: 1.16 loss_cls: 0.3008 loss_box_reg: 0.459 loss_mask: 0.3406 loss_rpn_cls: 0.03081 loss_rpn_loc: 0.03676 time: 0.2066 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 18:51:12 d2.utils.events]:  eta: 2:19:28 iter: 49359 total_loss: 1.139 loss_cls: 0.2894 loss_box_reg: 0.4551 loss_mask: 0.3235 loss_rpn_cls: 0.02842 loss_rpn_loc: 0.03795 time: 0.2066 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 18:51:17 d2.utils.events]:  eta: 2:19:25 iter: 49379 total_loss: 1.143 loss_cls: 0.2858 loss_box_reg: 0.4521 loss_mask: 0.313 loss_rpn_cls: 0.02388 loss_rpn_loc: 0.02936 time: 0.2066 data_time: 0.0319 lr: 0.0025 max_mem: 2506M [03/12 18:51:21 d2.utils.events]:  eta: 2:19:17 iter: 49399 total_loss: 1.144 loss_cls: 0.2749 loss_box_reg: 0.4427 loss_mask: 0.3119 loss_rpn_cls: 0.02719 loss_rpn_loc: 0.03716 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:51:25 d2.utils.events]:  eta: 2:19:14 iter: 49419 total_loss: 1.068 loss_cls: 0.2642 loss_box_reg: 0.4328 loss_mask: 0.3073 loss_rpn_cls: 0.02488 loss_rpn_loc: 0.03701 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:51:29 d2.utils.events]:  eta: 2:19:06 iter: 49439 total_loss: 1.111 loss_cls: 0.2788 loss_box_reg: 0.4493 loss_mask: 0.3188 loss_rpn_cls: 0.02196 loss_rpn_loc: 0.03593 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:51:33 d2.utils.events]:  eta: 2:19:00 iter: 49459 total_loss: 1.115 loss_cls: 0.2833 loss_box_reg: 0.4584 loss_mask: 0.3255 loss_rpn_cls: 0.02394 loss_rpn_loc: 0.03865 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 18:51:37 d2.utils.events]:  eta: 2:18:58 iter: 49479 total_loss: 1.158 loss_cls: 0.2803 loss_box_reg: 0.4705 loss_mask: 0.3261 loss_rpn_cls: 0.02631 loss_rpn_loc: 0.03722 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:51:42 d2.utils.events]:  eta: loss_cls: 0.3062 loss_box_reg: 0.4518 loss_mask: 0.3161 loss_rpn_cls: 0.02817 loss_rpn_loc: 0.03768 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 18:51:46] d2.utils.events INFO: eta: 2:18:53 iter: 49519 total_loss: 1.036 loss_cls: 0.236 loss_box_reg: 0.4316 loss_mask: 0.3065 loss_rpn_cls: 0.02465 loss_rpn_loc: 0.0373 time: 0.2066 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 18:51:50] d2.utils.events INFO: eta: 2:18:52 iter: 49539 total_loss: 1.129 loss_cls: 0.2819 loss_box_reg: 0.4552 loss_mask: 0.3221 loss_rpn_cls: 0.0265 loss_rpn_loc: 0.03492 time: 0.2066 data_time: 0.0209 lr: 0.0025 max_mem: 2506M [03/12 18:51:54] d2.utils.events INFO: eta: 2:18:48 iter: 49559 total_loss: 1.108 loss_cls: 0.2735 loss_box_reg: 0.4579 loss_mask: 0.327 loss_rpn_cls: 0.02546 loss_rpn_loc: 0.03451 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 18:51:58] d2.utils.events INFO: eta: 2:18:45 iter: 49579 total_loss: 1.135 loss_cls: 0.274 loss_box_reg: 0.4623 loss_mask: 0.3283 loss_rpn_cls: 0.02545 loss_rpn_loc: 0.03875 time: 0.2066 data_time: 0.0195 lr: 0.0025 max_mem: 2506M [03/12 18:52:02] d2.utils.events INFO: eta: 2:18:34 iter: 49599 total_loss: 1.109 loss_cls: 0.2676 loss_box_reg: 0.4586 loss_mask: 0.3256 loss_rpn_cls: 0.02346 loss_rpn_loc: 0.03616 time: 0.2066 data_time: 0.0159 lr: 0.0025 max_mem: 2506M [03/12 18:52:06] d2.utils.events INFO: eta: 2:18:27 iter: 49619 total_loss: 1.081 loss_cls: 0.2593 loss_box_reg: 0.4412 loss_mask: 0.3013 loss_rpn_cls: 0.02612 loss_rpn_loc: 0.03494 time: 0.2066 data_time: 0.0178 lr: 0.0025 max_mem: 2506M [03/12 18:52:10] d2.utils.events INFO: eta: 2:18:22 iter: 49639 total_loss: 1.111 loss_cls: 0.2726 loss_box_reg: 0.4572 loss_mask: 0.3167 loss_rpn_cls: 0.02793 loss_rpn_loc: 0.04226 time: 0.2066 data_time: 0.0178 lr: 0.0025 max_mem: 2506M [03/12 18:52:14] d2.utils.events INFO: eta: 2:18:17 iter: 49659 total_loss: 1.146 loss_cls: 0.2817 loss_box_reg: 0.4639 loss_mask: 0.328 loss_rpn_cls: 0.02691 loss_rpn_loc: 0.03653 time: 0.2066 data_time: 0.0198 lr: 0.0025 max_mem: 2506M [03/12 18:52:19] d2.utils.events INFO: eta: 2:18:16 iter: 49679 total_loss: 1.112 loss_cls: 0.2754 loss_box_reg: 0.4445 loss_mask: 0.3262 loss_rpn_cls: 0.02295 loss_rpn_loc: 0.03207 time: 0.2066 data_time: 0.0188 lr: 0.0025 max_mem: 2506M [03/12 18:52:23] d2.utils.events INFO: eta: 2:18:11 iter: 49699 total_loss: 1.082 loss_cls: 0.2555 loss_box_reg: 0.4337 loss_mask: 0.3264 loss_rpn_cls: 0.02845 loss_rpn_loc: 0.03908 time: 0.2066 data_time: 0.0182 lr: 0.0025 max_mem: 2506M [03/12 18:52:27] d2.utils.events INFO: eta: 2:18:05 iter: 49719 total_loss: 1.113 loss_cls: 0.27 loss_box_reg: 0.453 loss_mask: 0.3144 loss_rpn_cls: 0.02606 loss_rpn_loc: 0.02942 time: 0.2066 data_time: 0.0170 lr: 0.0025 max_mem: 2506M [03/12 18:52:31] d2.utils.events INFO: eta: 2:18:01 iter: 49739 total_loss: 1.135 loss_cls: 0.2899 loss_box_reg: 0.4488 loss_mask: 0.3331 loss_rpn_cls: 0.02617 loss_rpn_loc: 0.03078 time: 0.2066 data_time: 0.0165 lr: 0.0025 max_mem: 2506M [03/12 18:52:35] d2.utils.events INFO: eta: 2:17:55 iter: 49759 total_loss: 1.151 loss_cls: 0.2919 loss_box_reg: 0.4477 loss_mask: 0.3378 loss_rpn_cls: 0.03183 loss_rpn_loc: 0.03482 time: 0.2066 data_time: 0.0186 lr: 0.0025 max_mem: 2506M [03/12 18:52:39] d2.utils.events INFO: eta: 2:17:51 iter: 49779 total_loss: 1.124 loss_cls: 0.2641 loss_box_reg: 0.4635 loss_mask: 0.3208 loss_rpn_cls: 0.02827 loss_rpn_loc: 0.04118 time: 0.2066 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 18:52:43] d2.utils.events INFO: eta: 2:17:46 iter: 49799 total_loss: 1.092 loss_cls: 0.2742 loss_box_reg: 0.4559 loss_mask: 0.3252 loss_rpn_cls: 0.02699 loss_rpn_loc: 0.0366 time: 0.2066 data_time: 0.0183 lr: 0.0025 max_mem: 2506M [03/12 18:52:47] d2.utils.events INFO: eta: 2:17:40 iter: 49819 total_loss: 1.147 loss_cls: 0.277 l_loss: 1.147 loss_cls: 0.277 loss_box_reg: 0.4546 loss_mask: 0.3321 loss_rpn_cls: 0.02511 loss_rpn_loc: 0.03261 time: 0.2066 data_time: 0.0188 lr: 0.0025 max_mem: 2506M [03/12 18:52:51 d2.utils.events]:  eta: 2:17:38 iter: 49839 total_loss: 1.202 loss_cls: 0.3143 loss_box_reg: 0.4615 loss_mask: 0.335 loss_rpn_cls: 0.02695 loss_rpn_loc: 0.03649 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 18:52:56 d2.utils.events]:  eta: 2:17:35 iter: 49859 total_loss: 1.139 loss_cls: 0.2878 loss_box_reg: 0.4644 loss_mask: 0.3284 loss_rpn_cls: 0.02533 loss_rpn_loc: 0.03697 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:53:00 d2.utils.events]:  eta: 2:17:30 iter: 49879 total_loss: 1.102 loss_cls: 0.2592 loss_box_reg: 0.4419 loss_mask: 0.3211 loss_rpn_cls: 0.02889 loss_rpn_loc: 0.03767 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 18:53:04 d2.utils.events]:  eta: 2:17:22 iter: 49899 total_loss: 1.147 loss_cls: 0.2794 loss_box_reg: 0.4726 loss_mask: 0.3377 loss_rpn_cls: 0.02961 loss_rpn_loc: 0.03138 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:53:08 d2.utils.events]:  eta: 2:17:15 iter: 49919 total_loss: 1.13 loss_cls: 0.2786 loss_box_reg: 0.4618 loss_mask: 0.3269 loss_rpn_cls: 0.02689 loss_rpn_loc: 0.03339 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:53:12 d2.utils.events]:  eta: 2:17:16 iter: 49939 total_loss: 1.084 loss_cls: 0.267 loss_box_reg: 0.4452 loss_mask: 0.3244 loss_rpn_cls: 0.02705 loss_rpn_loc: 0.03772 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:53:16 d2.utils.events]:  eta: 2:17:10 iter: 49959 total_loss: 1.082 loss_cls: 0.2556 loss_box_reg: 0.4337 loss_mask: 0.32 loss_rpn_cls: 0.02505 loss_rpn_loc: 0.03453 time: 0.2066 data_time: 0.0191 lr: 0.0025 max_mem: 2506M [03/12 18:53:20 d2.utils.events]:  eta: 2:17:05 iter: 49979 total_loss: 1.145 loss_cls: 0.2766 loss_box_reg: 0.4654 loss_mask: 0.3396 loss_rpn_cls: 0.02936 loss_rpn_loc: 0.04102 time: 0.2066 data_time: 0.0177 lr: 0.0025 max_mem: 2506M [03/12 18:53:24 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0049999.pth [03/12 18:53:41 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 15.20 seconds. [03/12 18:53:41 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 18:53:41 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 18:53:41 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 18:53:44 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 18:53:45 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 18:53:59 d2.evaluation.evaluator]: Start inference on 662 images [03/12 18:54:17 d2.evaluation.evaluator]: Inference done 11/662. 0.0446 s / img. ETA=0:00:37 [03/12 18:54:22 d2.evaluation.evaluator]: Inference done 88/662. 0.0449 s / img. ETA=0:00:37 [03/12 18:54:27 d2.evaluation.evaluator]: Inference done 161/662. 0.0446 s / img. ETA=0:00:33 [03/12 18:54:32 d2.evaluation.evaluator]: Inference done 236/662. 0.0443 s / img. ETA=0:00:28 [03/12 18:54:37 d2.evaluation.evaluator]: Inference done 320/662. 0.0441 s / img. ETA=0:00:22 [03/12 18:54:42 d2.evaluation.evaluator]: Inference done 392/662. 0.0440 s / img. ETA=0:00:17 [03/12 18:54:47 d2.evaluation.evaluator]: Inference done 473/662. 0.0439 s / img. ETA=0:00:12 [03/12 18:54:52 d2.evaluation.evaluator]: Inference done 548/662. 0.0438 s / img. ETA=0:00:07 [03/12 18:54:57 d2.evaluation.evaluator]: Inference done 625/662. 0.0438 s / img. ETA=0:00:02 [03/12 18:55:00 d2.evaluation.evaluator]: Total inference time: 0:00:43.076367 (0.065565 s / img per device, on 8 devices) [03/12 18:55:00 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043699 s / img per device, on 8 devices) [03/12 18:55:03 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/12 18:55:03 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 18:55:03 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.04s) creating index... index created! [03/12 18:55:03 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/12 18:55:09 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 5.63 seconds. [03/12 18:55:09 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 18:55:09 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.25 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.232 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.024 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.258 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.040 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.392 [03/12 18:55:09 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 23.241 | 41.166 | 23.404 | 0.000 | 2.424 | 25.783 | [03/12 18:55:09 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 16.600 | bed | 36.813 | chair | 23.854 | | sofa | 28.118 | table | 30.590 | door | 19.452 | | window | 16.013 | bookshelf | 33.177 | picture | 23.165 | | counter | 14.193 | desk | 18.595 | curtain | 11.211 | | refridgerator | 17.284 | shower curtain | 22.471 | toilet | 43.581 | | sink | 21.667 | bathtub | 24.400 | otherfurniture | 17.149 | Loading and preparing results... DONE (t=1.07s) creating index... index created! [03/12 18:55:11 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/12 18:55:26 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 14.94 seconds. [03/12 18:55:26 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 18:55:26 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.26 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.173 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.330 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.167 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.013 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.193 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=| sofa | 22.469 | table | 25.373 | door | 8.092 | | window | 4.531 | bookshelf | 5.107 | picture | 20.485 | | counter | 3.863 | desk | 7.013 | curtain | 8.476 | | refridgerator | 16.144 | shower curtain | 20.102 | toilet | 51.571 | | sink | 24.265 | bathtub | 25.240 | otherfurniture | 14.867 | [03/12 18:55:27] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 18:55:27] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 18:55:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 18:55:27] d2.evaluation.testing INFO: copypaste: 23.2406,41.1657,23.4043,0.0000,2.4236,25.7835 [03/12 18:55:27] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 18:55:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 18:55:27] d2.evaluation.testing INFO: copypaste: 17.2884,33.0059,16.6607,0.0000,1.3422,19.2544 [03/12 18:55:27] d2.utils.events INFO: eta: 2:16:58 iter: 49999 total_loss: 1.17 loss_cls: 0.2903 loss_box_reg: 0.4766 loss_mask: 0.323 loss_rpn_cls: 0.02737 loss_rpn_loc: 0.04091 time: 0.2066 data_time: 0.0201 lr: 0.0025 max_mem: 2506M [03/12 18:55:31] d2.utils.events INFO: eta: 2:16:58 iter: 50019 total_loss: 1.143 loss_cls: 0.2823 loss_box_reg: 0.4542 loss_mask: 0.3306 loss_rpn_cls: 0.02521 loss_rpn_loc: 0.03386 time: 0.2066 data_time: 0.0223 lr: 0.0025 max_mem: 2506M [03/12 18:55:35] d2.utils.events INFO: eta: 2:16:54 iter: 50039 total_loss: 1.131 loss_cls: 0.2802 loss_box_reg: 0.4528 loss_mask: 0.3104 loss_rpn_cls: 0.02489 loss_rpn_loc: 0.03537 time: 0.2066 data_time: 0.0217 lr: 0.0025 max_mem: 2506M [03/12 18:55:40] d2.utils.events INFO: eta: 2:16:51 iter: 50059 total_loss: 1.097 loss_cls: 0.2613 loss_box_reg: 0.444 loss_mask: 0.3314 loss_rpn_cls: 0.02559 loss_rpn_loc: 0.03375 time: 0.2066 data_time: 0.0218 lr: 0.0025 max_mem: 2506M [03/12 18:55:44] d2.utils.events INFO: eta: 2:16:42 iter: 50079 total_loss: 1.118 loss_cls: 0.2701 loss_box_reg: 0.4558 loss_mask: 0.3219 loss_rpn_cls: 0.02542 loss_rpn_loc: 0.03645 time: 0.2066 data_time: 0.0206 lr: 0.0025 max_mem: 2506M [03/12 18:55:48] d2.utils.events INFO: eta: 2:16:41 iter: 50099 total_loss: 1.167 loss_cls: 0.289 loss_box_reg: 0.4487 loss_mask: 0.3256 loss_rpn_cls: 0.02942 loss_rpn_loc: 0.03565 time: 0.2066 data_time: 0.0207 lr: 0.0025 max_mem: 2506M [03/12 18:55:52] d2.utils.events INFO: eta: 2:16:40 iter: 50119 total_loss: 1.076 loss_cls: 0.2562 loss_box_reg: 0.4377 loss_mask: 0.3068 loss_rpn_cls: 0.0274 loss_rpn_loc: 0.03781 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:55:56] d2.utils.events INFO: eta: 2:16:37 iter: 50139 total_loss: 1.049 loss_cls: 0.2399 loss_box_reg: 0.4154 loss_mask: 0.3168 loss_rpn_cls: 0.02731 loss_rpn_loc: 0.03066 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:56:00] d2.utils.events INFO: eta: 2:16:35 iter: 50159 total_loss: 1.148 loss_cls: 0.286 loss_box_reg: 0.4581 loss_mask: 0.3264 loss_rpn_cls: 0.0296 loss_rpn_loc: 0.04128 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:56:05] d2.utils.events INFO: eta: 2:16:34 iter: 50179 total_loss: 1.137 loss_cls: 0.2801 loss_box_reg: 0.4414 loss_mask: 0.3328 loss_rpn_cls: 0.02814 loss_rpn_loc: 0.03379 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 18:56:09] d2.utils.events INFO: eta: 2:16:30 iter: 50199 total_loss: 1.087 loss_cls: 0.2562 loss_box_reg: 0.4435 loss_mask: 0.3298 loss_rpn_cls: 0.03169 loss_rpn_loc: 0.04093 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:56:13] d2.utils.events INFO: eta: 2:16:28 iter: 50219 total_loss: 1.115 loss_cls: 0.2651 loss_box_reg: 0.4662 loss_mask: 0.3265 loss_rpn_cls: 0.02772 loss_rpn_loc: 0.03857 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:56:17] d2.utils.events INFO: eta: 2:16:24 iter: 50239 159 total_loss: 1.148 loss_cls: 0.286 loss_box_reg: 0.4581 loss_mask: 0.3264 loss_rpn_cls: 0.0296 loss_rpn_loc: 0.04128 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:56:05 d2.utils.events]:  eta: 2:16:34 iter: 50179 total_loss: 1.137 loss_cls: 0.2801 loss_box_reg: 0.4414 loss_mask: 0.3328 loss_rpn_cls: 0.02814 loss_rpn_loc: 0.03379 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 18:56:09 d2.utils.events]:  eta: 2:16:30 iter: 50199 total_loss: 1.087 loss_cls: 0.2562 loss_box_reg: 0.4435 loss_mask: 0.3298 loss_rpn_cls: 0.03169 loss_rpn_loc: 0.04093 time: 0.2066 data_time: 0.0225 lr: 0.0025 max_mem: 2506M [03/12 18:56:13 d2.utils.events]:  eta: 2:16:28 iter: 50219 total_loss: 1.115 loss_cls: 0.2651 loss_box_reg: 0.4662 loss_mask: 0.3265 loss_rpn_cls: 0.02772 loss_rpn_loc: 0.03857 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 18:56:17 d2.utils.events]:  eta: 2:16:24 iter: 50239 total_loss: 1.128 loss_cls: 0.2699 loss_box_reg: 0.4658 loss_mask: 0.3321 loss_rpn_cls: 0.02682 loss_rpn_loc: 0.03264 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 18:56:21 d2.utils.events]:  eta: 2:16:21 iter: 50259 total_loss: 1.132 loss_cls: 0.2668 loss_box_reg: 0.4545 loss_mask: 0.3274 loss_rpn_cls: 0.03322 loss_rpn_loc: 0.03761 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:56:26 d2.utils.events]:  eta: 2:16:16 iter: 50279 total_loss: 1.105 loss_cls: 0.2637 loss_box_reg: 0.446 loss_mask: 0.3203 loss_rpn_cls: 0.03051 loss_rpn_loc: 0.03786 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 18:56:30 d2.utils.events]:  eta: 2:16:13 iter: 50299 total_loss: 1.115 loss_cls: 0.2803 loss_box_reg: 0.4566 loss_mask: 0.3228 loss_rpn_cls: 0.02739 loss_rpn_loc: 0.03321 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 18:56:34 d2.utils.events]:  eta: 2:16:10 iter: 50319 total_loss: 1.123 loss_cls: 0.275 loss_box_reg: 0.4501 loss_mask: 0.3319 loss_rpn_cls: 0.02892 loss_rpn_loc: 0.03721 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:56:38 d2.utils.events]:  eta: 2:16:03 iter: 50339 total_loss: 1.09 loss_cls: 0.2739 loss_box_reg: 0.4381 loss_mask: 0.3159 loss_rpn_cls: 0.02678 loss_rpn_loc: 0.03318 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 18:56:42 d2.utils.events]:  eta: 2:15:58 iter: 50359 total_loss: 1.144 loss_cls: 0.2884 loss_box_reg: 0.4361 loss_mask: 0.3193 loss_rpn_cls: 0.02473 loss_rpn_loc: 0.0296 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 18:56:46 d2.utils.events]:  eta: 2:15:53 iter: 50379 total_loss: 1.1 loss_cls: 0.2752 loss_box_reg: 0.4494 loss_mask: 0.3084 loss_rpn_cls: 0.02351 loss_rpn_loc: 0.03365 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:56:50 d2.utils.events]:  eta: 2:15:48 iter: 50399 total_loss: 1.076 loss_cls: 0.2643 loss_box_reg: 0.44 loss_mask: 0.2937 loss_rpn_cls: 0.02354 loss_rpn_loc: 0.02994 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:56:55 d2.utils.events]:  eta: 2:15:47 iter: 50419 total_loss: 1.147 loss_cls: 0.2658 loss_box_reg: 0.4586 loss_mask: 0.3203 loss_rpn_cls: 0.02571 loss_rpn_loc: 0.03761 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 18:56:59 d2.utils.events]:  eta: 2:15:42 iter: 50439 total_loss: 1.222 loss_cls: 0.2973 loss_box_reg: 0.4848 loss_mask: 0.3325 loss_rpn_cls: 0.02877 loss_rpn_loc: 0.03505 time: 0.2066 data_time: 0.0221 lr: 0.0025 max_mem: 2506M [03/12 18:57:03 d2.utils.events]:  eta: 2:15:36 iter: 50459 total_loss: 1.139 loss_cls: 0.2744 loss_box_reg: 0.4664 loss_mask: 0.3237 loss_rpn_cls: 0.0302 loss_rpn_loc: 0.03906 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 18:57:07 d2.utils.events]:  eta: 2:15:31 iter: 50479 total_loss: 1.111 loss_cls: 0.2873 loss_box_reg: 0.4394 loss_mask: 0.3172 loss_rpn_cls: 0.02594 loss_rpn_loc: 0.03415 time: 0.2066 data_time: 0.0234 lr: 0.0025 max_mem: 2506M [03/12 18:57:11 d2.utils.events]:  eta: 2:15:28 iter: 50499 total_loss: 1.131 loss_cls: 0.3042 loss_box_reg: 0.4529 loss_mask: 0.3203 loss_rpn_cls: 0.02507 loss_rpn_loc: 0.03251 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 18:57:15 d2.utils.events]:  eta: 2:15:27 iter: 50519 total_loss: 1.115 loss_cls: 0.2669 loss_box_reg: 0.4531 loss_mask: 0.3166 loss_rpn_cls: 0.02748 loss_rpn_loc: 0.03643 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 18:57:20 d2.utils.events]:  eta: 2:15:22 iter: 50539 total_loss: 1.15 loss_cls: 0.284 loss_box_reg: 0.4481 loss_mask: 0.3326 loss_rpn_cls: 0.02694 loss_rpn_loc: 0.03628 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 18:57:24 d2.utils.events]:  eta: 2:15:19 iter: 50559 total_loss: 1.147 loss_cls: 0.2763 loss_box_reg: 0.4653 loss_mask: 0.3164 loss_rpn_cls: 0.02641 loss_rpn_loc: 0.03694 time: 0.2066 data_time: 0.0253 lr: 0.0025 max_mem: 2506M [03/12 18:57:28 d2.utils.events]:  eta: 2:15:15 iter: 50579 total_loss: 1.11 loss_cls: 0.2612 loss_box_reg: 0.4522 loss_mask: 0.3118 loss_rpn_cls: 0.02652 loss_rpn_loc: 0.03387 time: 0.2066 data_time: 0.0239 lr: 0.0025 max_mem: 2506M [03/12 18:57:32 d2.utils.events]:  eta: 2:15:14 iter: 50599 total_loss: 1.058 loss_cls: 0.2619 loss_box_reg: 0.4335 loss_mask: 0.3241 loss_rpn_cls: 0.0224 loss_rpn_loc: 0.03678 time: 0.2066 data_time: 0.0246 lr: 0.0025 max_mem: 2506M [03/12 18:57:37 d2.utils.events]:  eta: 2:15:18 iter: 50619 total_loss: 1.165 loss_cls: 0.3075 loss_box_reg: 0.4793 loss_mask: 0.3163 loss_rpn_cls: 0.03057 loss_rpn_loc: 0.04138 time: 0.2066 data_time: 0.0240 lr: 0.0025 max_mem: 2506M [03/12 18:57:41 d2.utils.events]:  eta: 2:15:17 iter: 50639 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d2.utils.events]:  eta: 2:09:24 iter: 52399 total_loss: 1.129 loss_cls: 0.299 loss_box_reg: 0.4417 loss_mask: 0.322 loss_rpn_cls: 0.02791 loss_rpn_loc: 0.03515 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 25s: 0.02403 loss_rpn_loc: 0.03006 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:03:55] d2.utils.events INFO: eta: 2:09:14 iter: 52439 total_loss: 1.046 loss_cls: 0.2321 loss_box_reg: 0.4298 loss_mask: 0.3058 loss_rpn_cls: 0.02283 loss_rpn_loc: 0.03302 time: 0.2066 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 19:03:59] d2.utils.events INFO: eta: 2:09:11 iter: 52459 total_loss: 1.051 loss_cls: 0.2528 loss_box_reg: 0.4271 loss_mask: 0.291 loss_rpn_cls: 0.02496 loss_rpn_loc: 0.03353 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 19:04:03] d2.utils.events INFO: eta: 2:09:08 iter: 52479 total_loss: 1.128 loss_cls: 0.299 loss_box_reg: 0.4466 loss_mask: 0.3094 loss_rpn_cls: 0.02319 loss_rpn_loc: 0.03553 time: 0.2066 data_time: 0.0229 lr: 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0.0243 lr: 0.0025 max_mem: 2506M [03/12 19:11:28] d2.utils.events INFO: eta: 2:01:49 iter: 54619 total_loss: 1.121 loss_cls: 0.277 loss_box_reg: 0.4525 loss_mask: 0.3328 loss_rpn_cls: 0.0261 loss_rpn_loc: 0.0332 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 19:11:32] d2.utils.events INFO: eta: 2:01:44 iter: 54639 total_loss: 1.032 loss_cls: 0.2562 loss_box_reg: 0.4194 loss_mask: 0.3069 loss_rpn_cls: 0.02752 loss_rpn_loc: 0.03233 time: 0.2066 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 19:11:36] d2.utils.events INFO: eta: 2:01:37 iter: 54659 total_loss: 1.096 loss_cls: 0.2675 loss_box_reg: 0.4326 loss_mask: 0.3132 loss_rpn_cls: 0.0252 loss_rpn_loc: 0.03385 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 19:11:40] d2.utils.events INFO: eta: 2:01:33 iter: 54679 total_loss: 1.119 loss_cls: 0.2644 loss_box_reg: 0.4487 loss_mask: 0.3208 loss_rpn_cls: 0.02584 loss_rpn_loc: 0.03706 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 19:11:44] d2.utils.events INFO: eta: 2:01:27 iter: 54699 total_loss: 1.048 loss_cls: 0.2615 loss_box_reg: 0.4241 loss_mask: 0.3241 loss_rpn_cls: 0.02742 loss_rpn_loc: 0.03482 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 19:11:48] d2.utils.events INFO: eta: 2:01:21 iter: 54719 total_loss: 1.143 loss_cls: 0.2816 loss_box_reg: 0.4427 loss_mask: 0.3373 loss_rpn_cls: 0.02406 loss_rpn_loc: 0.03224 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 19:11:53] d2.utils.events INFO: eta: 2:01:16 iter: 54739 total_loss: 1.085 loss_cls: 0.2664 loss_box_reg: 0.4305 loss_mask: 0.2997 loss_rpn_cls: 0.02906 loss_rpn_loc: 0.03669 time: 0.2066 data_time: 0.0227 lr: 0.0025 max_mem: 2506M [03/12 19:11:57] d2.utils.events INFO: eta: 2:01:11 iter: 54759 total_loss: 1.123 loss_cls: 0.2758 loss_box_reg: 0.4556 loss_mask: 0.324 loss_rpn_cls: 0.02602 loss_rpn_loc: 0.03593 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 19:12:01] d2.utils.events INFO: eta: 2:01:10 iter: 54779 total_loss: 1.12 loss_cls: 0.2541 loss_box_reg: 0.456 loss_mask: 0.3262 loss_rpn_cls: 0.02593 loss_rpn_loc: 0.03447 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 19:12:05] d2.utils.events INFO: eta: 2:01:02 iter: 54799 total_loss: 1.087 loss_cls: 0.2635 loss_box_reg: 0.4284 loss_mask: 0.3155 loss_rpn_cls: 0.02424 loss_rpn_loc: 0.03705 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:12:09] d2.utils.events INFO: eta: 2:00:59 iter: 54819 total_loss: 1.055 loss_cls: 0.2615 loss_box_reg: 0.4255 loss_mask: 0.3244 loss_rpn_cls: 0.02236 loss_rpn_loc: 0.03665 time: 0.2066 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 19:12:13] d2.utils.events INFO: eta: 2:00:58 iter: 54839 total_loss: 1.104 loss_cls: 0.2736 loss_box_reg: 0.4453 loss_mask: 0.3233 loss_rpn_cls: 0.02385 loss_rpn_loc: 0.03459 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 19:12:18] d2.utils.events INFO: eta: 2:01:00 iter: 54859 total_loss: 1.075 loss_cls: 0.2572 loss_box_reg: 0.455 loss_mask: 0.3118 loss_rpn_cls: 0.0284 loss_rpn_loc: 0.04321 time: 0.2066 data_time: 0.0224 lr: 0.0025 max_mem: 2506M [03/12 19:12:22] d2.utils.events INFO: eta: 2:00:57 iter: 54879 total_loss: 1.102 loss_cls: 0.2619 loss_box_reg: 0.4442 loss_mask: 0.3256 loss_rpn_cls: 0.02461 loss_rpn_loc: 0.03617 time: 0.2066 data_time: 0.0235 lr: 0.0025 max_mem: 2506M [03/12 19:12:26] d2.utils.events INFO: eta: 2:00:52 iter: 54899 total_loss: 1.133 loss_cls: 0.2788 loss_box_reg: 0.4507 loss_mask: 0.3217 loss_rpn_cls: 0.0273 loss_rpn_loc: 0.03963 time: 0.2066 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 19:12:30] d2.utils.events INFO: eta: 2:00:46 iter: 54919 total_loss: 1.054 loss_cls: 0.273 loss_box_reg: 0.427 loss_mask: 0.3032 loss_rpn_cls: 0.02422 loss_rpn_loc: 0.03075 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:12:34] d2.utils.events INFO: eta: 2:00:43 iter: 54939 total_loss: 1.031 loss_cls: 0.2393 loss_box_reg: 0.4321 loss_mask: 0.2954 loss_rpn_cls: 0.02208 loss_rpn_loc: 0.03013 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 19:12:38] d2.utils.events INFO: eta: 2:00:41 iter: 54959 total_loss: 1.07 loss_cls: 0.2525 loss_box_reg: 0.4307 loss_mask: 0.3249 loss_rpn_cls: 0.0258 loss_rpn_loc: 0.03511 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 19:12:42] d2.utils.events INFO: eta: 2:00:38 iter: 54979 total_loss: 1.117 loss_cls: 0.2556 loss_box_reg: 0.4593 loss_mask: 0.3257 loss_rpn_cls: 0.02624 loss_rpn_loc: 0.0333 time: 0.2066 data_time: 0.0247 lr: 0.0025 max_mem: 2506M [03/12 19:12:47] fvcore.common.ch066 data_time: 0.0247 lr: 0.0025 max_mem: 2506M [03/12 19:12:47 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0054999.pth [03/12 19:12:48 d2.utils.events]:  eta: 2:00:34 iter: 54999 total_loss: 1.023 loss_cls: 0.2443 loss_box_reg: 0.4263 loss_mask: 0.3042 loss_rpn_cls: 0.02479 loss_rpn_loc: 0.0324 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 19:12:52 d2.utils.events]:  eta: 2:00:31 iter: 55019 total_loss: 1.069 loss_cls: 0.2555 loss_box_reg: 0.4268 loss_mask: 0.3097 loss_rpn_cls: 0.02488 loss_rpn_loc: 0.0314 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 19:12:56 d2.utils.events]:  eta: 2:00:26 iter: 55039 total_loss: 1.072 loss_cls: 0.2651 loss_box_reg: 0.4289 loss_mask: 0.3246 loss_rpn_cls: 0.02386 loss_rpn_loc: 0.03608 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 19:13:00 d2.utils.events]:  eta: 2:00:23 iter: 55059 total_loss: 1.004 loss_cls: 0.2481 loss_box_reg: 0.4244 loss_mask: 0.3046 loss_rpn_cls: 0.02578 loss_rpn_loc: 0.03152 time: 0.2066 data_time: 0.0241 lr: 0.0025 max_mem: 2506M [03/12 19:13:04 d2.utils.events]:  eta: 2:00:19 iter: 55079 total_loss: 1.207 loss_cls: 0.2973 loss_box_reg: 0.4944 loss_mask: 0.3397 loss_rpn_cls: 0.02844 loss_rpn_loc: 0.0354 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 19:13:08 d2.utils.events]:  eta: 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[03/12 19:28:22 d2.utils.events]:  eta: 1:44:57 iter: 59499 total_loss: 1.096 loss_cls: 0.2513 loss_box_reg: 0.4289 loss_mask: 0.3242 loss_rpn_cls: 0.03196 loss_rpn_loc: 0.03594 time: 0.2066 data_time: 0.0199 lr: 0.0025 max_mem: 2506M [03/12 19:28:26 d2.utils.events]:  eta: 1:44:52 iter: 59519 total_loss: 1.103 loss_cls: 0.2654 loss_box_reg: 0.452 loss_mask: 0.3056 loss_rpn_cls: 0.02461 loss_rpn_loc: 0.03788 time: 0.2066 data_time: 0.0222 lr: 0.0025 max_mem: 2506M [03/12 19:28:30 d2.utils.events]:  eta: 1:44:49 iter: 59539 total_loss: 1.074 loss_cls: 0.275 loss_box_reg: 0.4313 loss_mask: 0.2957 loss_rpn_cls: 0.02548 loss_rpn_loc: 0.03696 time: 0.2066 data_time: 0.0247 lr: 0.0025 max_mem: 2506M [03/12 19:28:34 d2.utils.events]:  eta: 1:44:45 iter: 59559 total_loss: 1.075 loss_cls: 0.2749 loss_box_reg: 0.4373 loss_mask: 0.3155 loss_rpn_cls: 0.02511 loss_rpn_loc: 0.03275 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:28:38 d2.utils.events]:  eta: 1:44:35 iter: 59579 total_loss: 1.142 loss_cls: 0.2922 loss_box_reg: 0.4495 loss_mask: 0.3118 loss_rpn_cls: 0.0237 loss_rpn_loc: 0.03554 time: 0.2066 data_time: 0.0203 lr: 0.0025 max_mem: 2506M [03/12 19:28:42 d2.utils.events]:  eta: 1:44:28 iter: 59599 total_loss: 1.076 loss_cls: 0.2647 loss_box_reg: 0.4224 loss_mask: 0.3118 loss_rpn_cls: 0.02157 loss_rpn_loc: 0.03238 time: 0.2066 data_time: 0.0210 lr: 0.0025 max_mem: 2506M [03/12 19:28:46 d2.utils.events]:  eta: 1:44:20 iter: 59619 total_loss: 1.028 loss_cls: 0.2569 loss_box_reg: 0.4303 loss_mask: 0.3035 loss_rpn_cls: 0.02554 loss_rpn_loc: 0.03561 time: 0.2066 data_time: 0.0226 lr: 0.0025 max_mem: 2506M [03/12 19:28:51 d2.utils.events]:  eta: 1:44:16 iter: 59639 total_loss: 1.076 loss_cls: 0.2475 loss_box_reg: 0.44 loss_mask: 0.3257 loss_rpn_cls: 0.02534 loss_rpn_loc: 0.03846 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 19:28:55 d2.utils.events]:  eta: 1:44:16 iter: 59659 total_loss: 1.04 loss_cls: 0.25 loss_box_reg: 0.4224 loss_mask: 0.295 loss_rpn_cls: 0.02262 loss_rpn_loc: 0.03186 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:28:59 d2.utils.events]:  eta: 1:44:13 iter: 59679 total_loss: 1.123 loss_cls: 0.2619 loss_box_reg: 0.4391 loss_mask: 0.316 loss_rpn_cls: 0.02877 loss_rpn_loc: 0.0385 time: 0.2066 data_time: 0.0212 lr: 0.0025 max_mem: 2506M [03/12 19:29:03 d2.utils.events]:  eta: 1:44:10 iter: 59699 total_loss: 1.051 loss_cls: 0.2438 loss_box_reg: 0.4314 loss_mask: 0.3157 loss_rpn_cls: 0.029 loss_rpn_loc: 0.03405 time: 0.2066 data_time: 0.0212 lr: 0.0025 max_mem: 2506M [03/12 19:29:07 d2.utils.events]:  eta: 1:44:06 iter: 59719 total_loss: 1.054 loss_cls: 0.264 loss_box_reg: 0.4467 loss_mask: 0.3075 loss_rpn_cls: 0.02611 loss_rpn_loc: 0.03346 time: 0.2066 data_time: 0.0236 lr: 0.0025 max_mem: 2506M [03/12 19:29:11 d2.utils.events]:  eta: 1:44:01 iter: 59739 total_loss: 1.077 loss_cls: 0.2557 loss_box_reg: 0.4389 loss_mask: 0.3174 loss_rpn_cls: 0.02109 loss_rpn_loc: 0.0352 time: 0.2066 data_time: 0.0238 lr: 0.0025 max_mem: 2506M [03/12 19:29:16 d2.utils.events]:  eta: 1:43:55 iter: 59759 total_loss: 1.057 loss_cls: 0.2517 loss_box_reg: 0.4569 loss_mask: 0.313 loss_rpn_cls: 0.02557 loss_rpn_loc: 0.03233 time: 0.2066 data_time: 0.0219 lr: 0.0025 max_mem: 2506M [03/12 19:29:20 d2.utils.events]:  eta: 1:43:53 iter: 59779 total_loss: 1.082 loss_cls: 0.2467 loss_box_reg: 0.4334 loss_mask: 0.3142 loss_rpn_cls: 0.02676 loss_rpn_loc: 0.03418 time: 0.2066 data_time: 0.0243 lr: 0.0025 max_mem: 2506M [03/12 19:29:24 d2.utils.events]:  eta: 1:43:49 iter: 59799 total_loss: 1.055 loss_cls: 0.2331 loss_box_reg: 0.4324 loss_mask: 0.3141 loss_rpn_cls: 0.02549 loss_rpn_loc: 0.03252 time: 0.2066 data_time: 0.0228 lr: 0.0025 max_mem: 2506M [03/12 19:29:28 d2.utils.events]:  eta: 1:43:46 iter: 59819 total_loss: 1.085 loss_cls: 0.2535 loss_box_reg: 0.4549 loss_mask: 0.3188 loss_rpn_cls: 0.02423 loss_rpn_loc: 0.03321 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:29:32 d2.utils.events]:  eta: 1:43:40 iter: 59839 total_loss: 1.077 loss_cls: 0.2548 loss_box_reg: 0.4392 loss_mask: 0.3169 loss_rpn_cls: 0.02448 loss_rpn_loc: 0.0331 time: 0.2066 data_time: 0.0230 lr: 0.0025 max_mem: 2506M [03/12 19:29:36 d2.utils.events]:  eta: 1:43:28 iter: 59859 total_loss: 1.042 loss_cls: 0.26 loss_box_reg: 0.4337 loss_mask: 0.2999 loss_rpn_cls: 0.02992 loss_rpn_loc: 0.03514 time: 0.2066 data_time: 0.0233 lr: 0.0025 max_mem: 2506M [03/12 19:29:41 d2.utils.events]:  eta: 1:43:21 iter: 59879 total_loss: 1.053 loss_cls: 0.267 loss_box_reg: 0.4356 loss_mask: 0.3083 loss_rpn_cls: 0.02177 loss_rpn_loc: 0.03244 time: 0.2066 data_time: 0.0231 lr: 0.0025 max_mem: 2506M [03/12 19:29:45 d2.utils.events]:  eta: 1:43:17 iter: 59899 total_loss: 1.055 loss_cls: 0.2467 loss_box_reg: 0.4213 loss_mask: 0.313 loss_rpn_cls: 0.02474 loss_rpn_loc: 0.03342 time: 0.2066 data_time: 0.0237 lr: 0.0025 max_mem: 2506M [03/12 19:29:49 d2.utils.events]:  eta: 1:43:13 iter: 59919 total_loss: 1.04 loss_cls: 0.2439 loss_box_reg: 0.4311 loss_mask: 0.3066 loss_rpn_cls: 0.02211 loss_rpn_loc: 0.03807 time: 0.2066 data_time: 0.0218 lr: 0.0025 max_mem: 2506M [03/12 19:29:53 d2.utils.events]:  eta: 1:43:10 iter: 59939 total_loss: 1.06 loss_cls: 0.2528 loss_box_reg: 0.4386 loss_mask: 0.3098 loss_rpn_cls: 0.02221 loss_rpn_loc: 0.03669 time: 0.2066 data_time: 0.0232 lr: 0.0025 max_mem: 2506M [03/12 19:29:57 d2.utils.events]:  eta: 1:43:08 iter: 59959 total_loss: 1.126 loss_cls: 0.2824 loss_box_reg: 0.4423 loss_mask: 0.3269 loss_rpn_cls: 0.02559 loss_rpn_loc: 0.03365 time: 0.2066 data_time: 0.0304 lr: 0.0025 max_mem: 2506M [03/12 19:30:01 d2.utils.events]:  eta: 1:43:04 iter: 59979 total_loss: 1.01 loss_cls: 0.2329 loss_box_reg: 0.4304 loss_mask: 0.3087 loss_rpn_cls: 0.02631 loss_rpn_loc: 0.03908 time: 0.2066 data_time: 0.0229 lr: 0.0025 max_mem: 2506M [03/12 19:30:05 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0059999.pth [03/12 19:30:21 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 15.10 seconds. [03/12 19:30:21 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 19:30:22 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 19:30:22 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 19:30:24 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 19:30:26 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 19:30:40 d2.evaluation.evaluator]: Start inference on 662 images [03/12 19:30:58 d2.evaluation.evaluator]: Inference done 11/662. 0.0439 s / img. ETA=0:00:38 [03/12 19:31:03 d2.evaluation.evaluator]: Inference done 87/662. 0.0444 s / img. ETA=0:00:37 [03/12 19:31:08 d2.evaluation.evaluator]: Inference done 161/662. 0.0439 s / img. ETA=0:00:33 [03/12 19:31:13 d2.evaluation.evaluator]: Inference done 236/662. 0.0438 s / img. ETA=0:00:28 [03/12 19:31:18 d2.evaluation.evaluator]: Inference done 318/662. 0.0436 s / img. ETA=0:00:22 [03/12 19:31:23 d2.evaluation.evaluator]: Inference done 392/662. 0.0435 s / img. ETA=0:00:17 [03/12 19:31:29 d2.evaluation.evaluator]: Inference done 470/662. 0.0435 s / img. ETA=0:00:12 [03/12 19:31:34 d2.evaluationone 544/662. 0.0435 s / img. ETA=0:00:07 [03/12 19:31:39] d2.evaluation.evaluator INFO: Inference done 618/662. 0.0435 s / img. ETA=0:00:02 [03/12 19:31:42] d2.evaluation.evaluator INFO: Total inference time: 0:00:43.815574 (0.066690 s / img per device, on 8 devices) [03/12 19:31:42] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.043526 s / img per device, on 8 devices) [03/12 19:31:47] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/12 19:31:47] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 19:31:47] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/12 19:31:47] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/12 19:31:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 4.51 seconds. [03/12 19:31:52] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 19:31:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.27 seconds. [03/12 19:31:52] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 23.484 | 41.475 | 23.317 | 0.281 | 2.332 | 26.100 | [03/12 19:31:52] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 17.832 | bed | 37.357 | chair | 25.082 | | sofa | 25.064 | table | 30.660 | door | 19.804 | | window | 15.121 | bookshelf | 30.740 | picture | 21.975 | | counter | 14.420 | desk | 20.175 | curtain | 10.620 | | refridgerator | 18.785 | shower curtain | 21.815 | toilet | 47.057 | | sink | 20.572 | bathtub | 27.636 | otherfurniture | 17.993 | [03/12 19:31:55] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/12 19:32:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.46 seconds. [03/12 19:32:10] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 19:32:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.26 seconds. [03/12 19:32:10] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 17.780 | 33.731 | 16.745 | 0.000 | 1.109 | 19.965 | [03/12 19:32:10] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 16.646 | bed | 24.878 | chair | 16.626 | | sofa | 20.334 | table | 25.848 | door | 11.128 | | window | 3.209 | bookshelf | 4.226 | picture | 17.990 | | counter | 4.802 | desk | 8.338 | curtain | 7.930 | | refridgerator | 17.494 | shower curtain | 20.180 | toilet | 52.529 | | sink | 22.862 | bathtub | 29.296 | otherfurniture | 15.723 | [03/12 19:32:10] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 19:32:10] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 19:32:10] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 19:32:10] d2.evaluation.testing INFO: copypaste: 23.4838,41.4752,23.3172,0.2805,2.3320,26.0999 [03/12 19:32:10] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 19:32:10] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 19:32:10] d2.evaluation.testing INFO: copypaste: 17.7799,33.7315,16.7453,0.0000,1.1087,19.9651 [03/12 19:32:11] d2.utils.events INFO: eta: 1:42:58 iter: 59999 total_loss: 1.042 loss_cls: 0.2345 loss_box_reg: 0.4302 loss_mask: 0.3143 loss_rpn_cls: 0.02247 loss_rpn_loc: 0.03539 time: 0.2066 data_time: 0.0220 lr: 0.0025 max_mem: 2506M [03/12 19:32:15] d2.utils.events INFO: eta: 1:42:54 iter: 60019 total_loss: 1.072 loss_cls: 0.2345 loss_box_reg: 0.4328 loss_mask: 0.323 loss_rpn_cls: 0.02383 loss_rpn_loc: 0.03713 time: 0.2066 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 19:32:19] d2.utils.events INFO: eta: 1:42:48 iter: 60039 total_loss: 0.993 loss_cls: 0.2324 loss_box_reg: 0.4165 loss_mask: 0.3022 loss_rpn_cls: 0.01911 loss_rpn_loc: 0.02998 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 19:32:23] d2.utils.events INFO: eta: 1:42:46 iter: 60059 total_loss: 1.016 loss_cls: 0.2366 loss_box_reg: 0.4285 loss_mask: 0.3057 loss_rpn_cls: 0.02345 loss_rpn_loc: 0.03145 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 19:32:27] d2.utils.events INFO: eta: 1:42:42 iter: 60079 total_loss: 1.026 loss_cls: 0.2503 loss_box_reg: 0.4102 loss_mask: 0.3063 loss_rpn_cls: 0.0214 loss_rpn_loc: 0.03289 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 19:32:31] d2.utils.events INFO: eta: 1:42:38 iter: 60099 total_loss: 0.9339 loss_cls: 0.2045 loss_box_reg: 0.3947 loss_mask: 0.2821 loss_rpn_cls: 0.02227 loss_rpn_loc: 0.03584 time: 0.2066 data_time: 0.0215 lr: 0.00025 max_mem: 2506M [03/12 19:32:35] d2.utils.events INFO: eta: 1:42:31 iter: 60119 total_loss: 0.969 loss_cls: 0.2041 loss_box_reg: 0.4 loss_mask: 0.2781 loss_rpn_cls: 0.02332 loss_rpn_loc: 0.03242 time: 0.2066 data_time: 0.0213 lr: 0.00025 max_mem: 2506M [03/12 19:32:39] d2.utils.events INFO: eta: 1:42:26 iter: 60139 total_loss: 1.013 loss_cls: 0.2233 loss_box_reg: 0.4357 loss_mask: 0.2913 loss_rpn_cls: 0.02535 loss_rpn_loc: 0.03393 time: 0.2066 data_time: 0.0224 lr: 0.00025 max_mem: 2506M [03/12 19:32:44] d2.utils.events INFO: eta: 1:42:20 iter: 60159 total_loss: 1.006 loss_cls: 0.2269 loss_box_reg: 0.4085 loss_mask: 0.305 loss_rpn_cls: 0.02394 loss_rpn_loc: 0.03325 time: 0.2066 data_time: 0.0222 lr: 0.00025 max_mem: 2506M [03/12 19:32:48] d2.utils.events INFO: eta: 1:42:16 iter: 60179 total_loss: 0.9866 loss_cls: 0.2047 loss_box_reg: 0.4069 loss_mask: 0.3071 loss_rpn_cls: 0.0206 loss_rpn_loc: 0.0287 time: 0.2066 data_time: 0.0231 lr: 0.00025 max_mem: 2506M [03/12 19:32:52] d2.utils.events INFO: eta: 1:42:14 iter: 60199 total_loss: 0.9989 loss_cls: 0.2198 loss_box_reg: 0.3943 loss_mask: 0.2999 loss_rpn_cls: 0.02455 loss_rpn_loc: 0.02963 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 19:32:56] d2.utils.events INFO: eta: 1:42:09 iter: 60219 total_loss: 0.9724 loss_cls: 0.2265 loss_box_reg: 0.3914 loss_mask: 0.2866 loss_rpn_cls: 0.02345 loss_rpn_loc: 0.03304 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 19:33:00] d2.utils.events INFO: eta: 1:42:02 iter: 60239 total_loss: 0.9473 loss_cls: 0.216 loss_box_reg: 0.4056 loss_mask: 0.2918 loss_rpn_cls: 0.01753 loss_rpn_loc: 0.02982 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 19:33:04] d2.utils.events INFO: eta: 1:41:58 iter: 60259 total_loss: 0.9322 loss_cls: 0.2122 loss_box_reg: 0.3995 loss_mask: 0.2768 loss_rpn_cls: 0.02108 loss_rpn_loc: 0.03111 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 19:33:09] d2.utils.events INFO: eta: 1:41:54 iter: 60279 total_loss: 1.019 loss_cls: 0.2226 loss_box_reg: 0.4175 loss_mask: 0.297 loss_rpn_cls: 0.02202 loss_rpn_loc: 0.03618 time: 0.2066 data_time: 0.0236 lr: 0.00025 max_mem: 2506M [03/12 19:33:13] d2.utils.events INFO: eta: 1:41:52 iter: 60299 total_loss: 1.002 loss_cls: 0.2295 loss_box_reg: 0.4032 loss_mask: 0.303 loss_rpn_cls: 0.02454 loss_rpn_loc: 0.03425 time: 0.2066 data_time: 0.0220 lr: 0.00025 max_mem: 2506M [03/12 19:33:17] d2.utils.events INFO: eta: 1:41:49 iter: 60319 total_loss: 1.025 loss_cls: 0.2257 loss_box_reg: 0.4146 loss_mask: 0.3135 loss_rpn_cls: 0.02622 loss_rpn_loc: 0.03248 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 19:33:21] d2.utils.events INFO: eta: 1:41:46 iter: 60339 total_loss: 0.9504 loss_cls: 0.2065 loss_box_reg: 0.3894 loss_mask: 0.2974 loss_rpn_cls: 0.02411 loss_rpn_loc: 0.03097 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 19:33:25] d2.utils.events INFO: eta: 1:41:41 iter: 60359 total_loss: 1.003 loss_cls: 0.2315 loss_box_reg: 0.4078 loss_mask: 0.2992 loss_rpn_cls: 0.02224 loss_rpn_loc: 0.03331 time: 0.2066 data_time: 0.0199 lr: 0.00025 max_mem: 2506M [03/12 19:33:29] d2.utils.events INFO: eta: 1:41:38 iter: 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loss_box_reg: 0.3881 loss_mask: 0.2771 loss_rpn_cls: 0.01975 loss_rpn_loc: 0.02989 time: 0.2066 data_time: 0.0196 lr: 0.00025 max_mem: 2506M [03/ 0.2066 data_time: 0.0196 lr: 0.00025 max_mem: 2506M [03/12 19:33:50 d2.utils.events]:  eta: 1:41:15 iter: 60479 total_loss: 0.9427 loss_cls: 0.2034 loss_box_reg: 0.3876 loss_mask: 0.2891 loss_rpn_cls: 0.02065 loss_rpn_loc: 0.033 time: 0.2066 data_time: 0.0199 lr: 0.00025 max_mem: 2506M [03/12 19:33:54 d2.utils.events]:  eta: 1:41:12 iter: 60499 total_loss: 0.9415 loss_cls: 0.2233 loss_box_reg: 0.3789 loss_mask: 0.2809 loss_rpn_cls: 0.02152 loss_rpn_loc: 0.02995 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 19:33:58 d2.utils.events]:  eta: 1:41:10 iter: 60519 total_loss: 0.9861 loss_cls: 0.2233 loss_box_reg: 0.4104 loss_mask: 0.2968 loss_rpn_cls: 0.02478 loss_rpn_loc: 0.0357 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 19:34:02 d2.utils.events]:  eta: 1:41:05 iter: 60539 total_loss: 0.9407 loss_cls: 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[03/12 19:43:18 d2.utils.events]:  eta: 1:32:02 iter: 63219 total_loss: 0.9828 loss_cls: 0.2201 loss_box_reg: 0.4119 loss_mask: 0.2998 loss_rpn_cls: 0.02286 loss_rpn_loc: 0.03167 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 19:43:22 d2.utils.events]:  eta: 1:31:59 iter: 63239 total_loss: 0.9649 loss_cls: 0.2092 loss_box_reg: 0.3901 loss_mask: 0.2789 loss_rpn_cls: 0.02172 loss_rpn_loc: 0.03592 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 19:43:26 d2.utils.events]:  eta: 1:31:55 iter: 63259 total_loss: 0.9153 loss_cls: 0.2024 loss_box_reg: 0.3723 loss_mask: 0.2831 loss_rpn_cls: 0.01895 loss_rpn_loc: 0.0292 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 19:43:31 d2.utils.events]:  eta: 1:31:49 iter: 63279 total_loss: 0.9091 loss_cls: 0.1994 loss_box_reg: 0.3918 loss_mask: 0.2884 loss_rpn_cls: 0.0225 loss_rpn_loc: 0.03414 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 19:43:35 d2.utils.events]:  eta: 1:31:45 iter: 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d2.utils.events]:  eta: 1:30:44 iter: 63639 total_loss: 0.9362 loss_cls: 0.2165 loss_box_reg: 0.3814 loss_mask: 0.2904 loss_rpn_cls: 0.01973 loss_rpn_loc: 0.03434 time: 0.2066 data_time: 0.0241 lr: 0.00025 max_mem: 2506M [03/12 19:44:50 d2.utils.events]:  eta: 1:30:43 iter: 63659 total_loss: 0.921 loss_cls: 0.1956 loss_box_reg: 0.3806 loss_mask: 0.2869 loss_rpn_cls: 0.02085 ime: 0.2066 data_time: 0.0223 lr: 0.00025 max_mem: 2506M [03/12 19:44:54] d2.utils.events INFO: eta: 1:30:39 iter: 63679 total_loss: 0.9006 loss_cls: 0.1986 loss_box_reg: 0.3651 loss_mask: 0.2908 loss_rpn_cls: 0.02355 loss_rpn_loc: 0.03334 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 19:44:58] d2.utils.events INFO: eta: 1:30:35 iter: 63699 total_loss: 0.9182 loss_cls: 0.1933 loss_box_reg: 0.3665 loss_mask: 0.2932 loss_rpn_cls: 0.02364 loss_rpn_loc: 0.03593 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 19:45:02] d2.utils.events INFO: eta: 1:30:35 iter: 63719 total_loss: 0.8927 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INFO: eta: 1:29:21 iter: 64139 total_loss: 0.8678 loss_cls: 0.2081 loss_box_reg: 0.3579 loss_mask: 0.2764 loss_rpn_cls: 0.01911 loss_rpn_loc: 0.03157 time: 0.2066 data_time: 0.0226 lr: 0.00025 max_mem: 2506M [03/12 19:46:34] d2.utils.events INFO: eta: 1:29:12 iter: 64159 total_loss: 0.9821 loss_cls: 0.2121 loss_box_reg: 0.3833 loss_mask: 0.2978 loss_rpn_cls: 0.02074 loss_rpn_loc: 0.03409 time: 0.2066 data_time: 0.0211 lr: 0.00025 max_mem: 2506M [03/12 19:46:38] d2.utils.events INFO: eta: 1:29:08 iter: 64179 total_loss: 0.9876 loss_cls: 0.2345 loss_box_reg: 0.4064 loss_mask: 0.291 loss_rpn_cls: 0.02158 loss_rpn_loc: 0.03536 time: 0.2066 data_time: 0.0213 lr: 0.00025 max_mem: 2506M [03/12 19:46:42] d2.utils.events INFO: eta: 1:29:04 iter: 64199 total_loss: 0.9425 loss_cls: 0.2082 loss_box_reg: 0.3962 loss_mask: 0.2867 loss_rpn_cls: 0.01968 loss_rpn_loc: 0.03312 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 19:46:46] d2.utils.events INFO: eta: 1:28:59 iter: 64219 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loss_box_reg: 0.364 loss_mask: 0.2813 loss_rpn_cls: 0.01993 loss_: 0.01993 loss_rpn_loc: 0.03355 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 19:47:07 d2.utils.events]:  eta: 1:28:38 iter: 64319 total_loss: 0.8792 loss_cls: 0.1822 loss_box_reg: 0.3703 loss_mask: 0.2754 loss_rpn_cls: 0.01853 loss_rpn_loc: 0.02542 time: 0.2066 data_time: 0.0222 lr: 0.00025 max_mem: 2506M [03/12 19:47:11 d2.utils.events]:  eta: 1:28:34 iter: 64339 total_loss: 0.9514 loss_cls: 0.2161 loss_box_reg: 0.3934 loss_mask: 0.2952 loss_rpn_cls: 0.01976 loss_rpn_loc: 0.03332 time: 0.2066 data_time: 0.0231 lr: 0.00025 max_mem: 2506M [03/12 19:47:15 d2.utils.events]:  eta: 1:28:27 iter: 64359 total_loss: 0.9504 loss_cls: 0.2062 loss_box_reg: 0.3778 loss_mask: 0.288 loss_rpn_cls: 0.02277 loss_rpn_loc: 0.03293 time: 0.2066 data_time: 0.0221 lr: 0.00025 max_mem: 2506M [03/12 19:47:19 d2.utils.events]:  eta: 1:28:23 iter: 64379 total_loss: 0.8866 loss_cls: 0.1883 loss_box_reg: 0.3567 loss_mask: 0.2836 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[03/12 19:47:56 d2.utils.events]:  eta: 1:27:41 iter: 64559 total_loss: 0.9007 loss_cls: 0.1847 loss_box_reg: 0.3763 loss_mask: 0.2916 loss_rpn_cls: 0.02188 loss_rpn_loc: 0.03102 time: 0.2066 data_time: 0.0221 lr: 0.00025 max_mem: 2506M [03/12 19:48:00 d2.utils.events]:  eta: 1:27:34 iter: 64579 total_loss: 0.9541 loss_cls: 0.2145 loss_box_reg: 0.384 loss_mask: 0.2901 loss_rpn_cls: 0.02087 loss_rpn_loc: 0.03442 time: 0.2066 data_time: 0.0227 lr: 0.00025 max_mem: 2506M [03/12 19:48:05 d2.utils.events]:  eta: 1:27:32 iter: 64599 total_loss: 0.9106 loss_cls: 0.1879 loss_box_reg: 0.3707 loss_mask: 0.2834 loss_rpn_cls: 0.01772 loss_rpn_loc: 0.0303 time: 0.2066 data_time: 0.0240 lr: 0.00025 max_mem: 2506M [03/12 19:48:09 d2.utils.events]:  eta: 1:27:25 iter: 64619 total_loss: 0.9168 loss_cls: 0.2111 loss_box_reg: 0.3725 loss_mask: 0.2904 loss_rpn_cls: 0.0224 loss_rpn_loc: 0.03226 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 19:48:13 d2.utils.events]:  eta: 1:27:20 iter: 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loss_rpn_loc: 0.03397 time: 0.2066 data_time: 0.0217 lr: 0.00025 max_mem: 2506M [03/12 19:48:51 d2.utils.events]:  eta: 1:26:34 iter: 64819 total_loss: 0.9342 loss_cls: 0.2124 loss_box_reg: 0.3856 loss_mask: 0.294 loss_rpn_cls: 0.02143 loss_rpn_loc: 0.03607 time: 0.2066 data_time: 0.0221 lr: 0.00025 max_mem: 2506M [03/12 19:48:55 d2.utils.events]:  eta: 1:26:28 iter: 64839 total_loss: 0.9131 loss_cls: 0.1872 loss_box_reg: 0.3871 loss_mask: 0.2851 loss_rpn_cls: 0.02247 loss_rpn_loc: 0.03161 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 19:48:59 d2.utils.events]:  eta: 1:26:26 iter: 64859 total_loss: 0.9126 loss_cls: 0.1953 loss_box_reg: 0.3756 loss_mask: 0.2847 loss_rpn_cls: 0.02076 loss_rpn_loc: 0.02476 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 19:49:03 d2.utils.events]:  eta: 1:26:21 iter: 64879 total_loss: 0.9136 loss_cls: 0.2027 loss_box_reg: 0.375 loss_mask: 0.2753 loss_rpn_cls: 0.01976 loss_rpn_loc: 0.03404 time: 0.2066 data_time: 0.0224 lr: 0.00025 max_mem: 2506M [03/12 19:49:07 d2.utils.events]:  eta: 1:26:13 iter: 64899 total_loss: 0.9451 loss_cls: 0.2031 loss_box_reg: 0.3864 loss_mask: 0.3048 loss_rpn_cls: 0.02304 loss_rpn_loc: 0.03533 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 19:49:11 d2.utils.events]:  eta: 1:26:10 iter: 64919 total_loss: 0.9063 loss_cls: 0.19 loss_box_reg: 0.3813 loss_mask: 0.28 loss_rpn_cls: 0.02074 loss_rpn_loc: 0.02829 time: 0.2066 data_time: 0.0200 lr: 0.00025 max_mem: 2506M [03/12 19:49:16 d2.utils.events]:  eta: 1:26:05 iter: 64939 total_loss: 0.8869 loss_cls: 0.2157 loss_box_reg: 0.3638 loss_mask: 0.2764 loss_rpn_cls: 0.02143 loss_rpn_loc: 0.02875 time: 0.2066 data_time: 0.0206 lr: 0.00025 max_mem: 2506M [03/12 19:49:20 d2.utils.events]:  eta: 1:26:00 iter: 64959 total_loss: 0.9241 loss_cls: 0.1979 loss_box_reg: 0.3859 loss_mask: 0.2802 loss_rpn_cls: 0.02148 loss_rpn_loc: 0.03218 time: 0.2066 data_time: 0.0226 lr: 0.00025 max_mem: 2506M [03/12 19:49:24 d2.utils.events]:  eta: 1:25:56 iter: 64979 total_loss: 0.8874 loss_cls: 0.1863 loss_box_reg: 0.3687 loss_mask: 0.2706 loss_rpn_cls: 0.02185 loss_rpn_loc: 0.03216 time: 0.2066 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 19:49:28 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0064999.pth [03/12 19:49:29 d2.utils.events]:  eta: 1:25:50 iter: 64999 total_loss: 0.9589 loss_cls: 0.2161 loss_box_reg: 0.3875 loss_mask: 0.3031 loss_rpn_cls: 0.02257 loss_rpn_loc: 0.03383 time: 0.2066 data_time: 0.0227 lr: 0.00025 max_mem: 2506M [03/12 19:49:33 d2.utils.events]:  eta: 1:25:46 iter: 65019 total_loss: 0.9002 loss_cls: 0.1933 loss_box_reg: 0.3804 loss_mask: 0.2907 loss_rpn_cls: 0.01876 loss_rpn_loc: 0.03247 time: 0.2066 data_time: 0.0208 lr: 0.00025 max_mem: 2506M [03/12 19:49:37 d2.utils.events]:  eta: 1:25:44 iter: 65039 total_loss: 0.9148 loss_cls: 0.1959 loss_box_reg: 0.3768 loss_mask: 0.2806 loss_rpn_cls: 0.02161 loss_rpn_loc: 0.02976 time: 0.2066 data_time: 0.0178 lr: 0.00025 max_mem: 2506M [03/12 19:49:41 d2.utils.events]:  eta: 1:25:39 iter: 65059 total_loss: 0.9387 loss_cls: 0.1918 loss_box_reg: 0.3924 loss_mask: 0.2855 loss_rpn_cls: 0.02339 loss_rpn_loc: 0.03384 time: 0.2066 data_time: 0.0163 lr: 0.00025 max_mem: 2506M [03/12 19:49:46 d2.utils.events]:  eta: 1:25:38 iter: 65079 total_loss: 0.9809 loss_cls: 0.2393 loss_box_reg: 0.3934 loss_mask: 0.303 loss_rpn_cls: 0.02468 loss_rpn_loc: 0.03459 time: 0.2066 data_time: 0.0166 lr: 0.00025 max_mem: 2506M [03/12 19:49:50 d2.utils.events]:  eta: 1:25:33 iter: 65099 total_loss: 0.8688 loss_cls: 0.1812 loss_box_reg: 0.3533 loss_mask: 0.2875 loss_rpn_cls: 0.02219 loss_rpn_loc: 0.02882 time: 0.2066 data_time: 0.0204 lr: 0.00025 max_mem: 2506M [03/12 19:49:54 d2.utils.events]:  eta: 1:25:31 iter: 65119 total_loss: 0.9659 loss_cls: 0.201 loss_box_reg: 0.4037 loss_mask: 0.3013 loss_rpn_cls: 0.0189 loss_rpn_loc: 0.0319 time: 0.2066 data_time: 0.0214 lr: 0.00025 max_mem: 2506M [03/12 19:49:58 d2.utils.events]:  eta: 1:25:25 iter: 65139 total_loss: 0.9701 loss_cls: 0.2134 loss_box_reg: 0.4104 loss_mask: 0.2983 loss_rpn_cls: 0.02182 loss_rpn_loc: 0.03368 time: 0.2066 data_time: 0.0210 lr: 0.00025 max_mem: 2506M [03/12 19:50:02 d2.utils.events]:  eta: 1:25:23 iter: 65159 total_loss: 0.8879 loss_cls: 0.1902 loss_box_reg: 0.3776 loss_mask: 0.2719 loss_rpn_cls: 0.02052 loss_rpn_loc: 0.03156 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 19:50:06 d2.utils.events]:  eta: 1:25:16 iter: 65179 total_loss: 0.9422 loss_cls: 0.2122 loss_box_reg: 0.3897 loss_mask: 0.281 loss_rpn_cls: 0.02215 loss_rpn_loc: 0.03226 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 19:50:11 d2.utils.events]:  eta: 1:25:09 iter: 65199 total_loss: 0.9118 loss_cls: 0.189 loss_box_reg: 0.389 loss_mask: 0.2765 loss_rpn_cls: 0.0215 loss_rpn_loc: 0.02946 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 19:50:15 d2.utils.events]:  eta: 1:25:04 iter: 65219 total_loss: 0.919 loss_cls: 0.1899 loss_box_reg: 0.3683 loss_mask: 0.2959 loss_rpn_cls: 0.02193 loss_rpn_loc: 0.03334 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 19:50:19 d2.utils.events]:  eta: 1:24:58 iter: 65239 total_loss: 0.9084 loss_cls: 0.1937 loss_box_reg: 0.3694 loss_mask: 0.2936 loss_rpn_cls: 0.02202 loss_rpn_loc: 0.03047 time: 0.2066 data_time: 0.0217 lr: 0.00025 max_mem: 2506M [03/12 19:50:23 d2.utils.events]:  eta: 1:24:56 iter: 65259 total_loss: 0.9519 loss_cls: 0.2004 loss_box_reg: 0.38 loss_mask: 0.3033 loss_rpn_cls: 0.0214 loss_rpn_loc: 0.03155 time: 0.2066 data_time: 0.0213 lr: 0.00025 max_mem: 2506M [03/12 19:50:27 d2.utils.events]:  eta: 1:24:51 iter: 65279 total_loss: 0.9496 loss_cls: 0.2046 loss_box_reg: 0.3972 loss_mask: 0.2882 loss_rpn_cls: 0.0225 loss_rpn_loc: 0.0324 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 19:50:31 d2.utils.events]:  eta: 1:24:46 iter: 65299 total_loss: 0.8966 loss_cls: 0.1888 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time: 0.2066 data_time: 0.0224 lr: 0.00025 max_mem: 2506M [03/12 20:04:31 d2.utils.events]:  eta: 1:10:59 iter: 69339 total_loss: 0.9165 loss_cls: 0.19 loss_box_reg: 0.3872 loss_mask: 0.2874 loss_rpn_cls: 0.01989 loss_rpn_loc: 0.03459 time: 0.2066 data_time: 0.0212 lr: 0.00025 max_mem: 2506M [03/12 20:04:35 d2.utils.events]:  eta: 1:10:54 iter: 69359 total_loss: 0.9241 loss_cls: 0.2013 loss_box_reg: 0.3855 loss_mask: 0.2825 loss_rpn_cls: 0.02295 loss_rpn_loc: 0.03684 time: 0.2066 data_time: 0.0304 lr: 0.00025 max_mem: 2506M [03/12 20:04:39 d2.utils.events]:  eta: 1:10:50 iter: 69379 total_loss: 0.9208 loss_cls: 0.1924 loss_box_reg: 0.3769 loss_mask: 0.279 loss_rpn_cls: 0.02051 loss_rpn_loc: 0.03534 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 20:04:43 d2.utils.events]:  eta: 1:10:44 iter: 69399 total_loss: 0.8958 loss_cls: 0.1809 loss_box_reg: 0.3803 loss_mask: 0.2922 loss_rpn_cls: 0.02118 loss_rpn_loc: 0.03378 time: 0.2066 data_time: 0.0220 lr: 0.00025 max_mem: 2506M [03/12 20:04:48 d2.utils.events]:  eta: 1:10:41 iter: 69419 total_loss: 0.8962 loss_cls: 0.1817 loss_box_reg: 0.3681 loss_mask: 0.2822 loss_rpn_cls: 0.02137 loss_rpn_loc: 0.03233 time: 0.2066 data_time: 0.0190 lr: 0.00025 max_mem: 2506M [03/12 20:04:52 d2.utils.events]:  eta: 1:10:36 iter: 69439 total_loss: 0.9052 loss_cls: 0.1867 loss_box_reg: 0.3658 loss_mask: 0.2956 loss_rpn_cls: 0.01982 loss_rpn_loc: 0.03045 time: 0.2066 data_time: 0.0203 lr: 0.00025 max_mem: 2506M [03/12 20:04:56 d2.utils.events]:  eta: 1:10:32 iter: 69459 total_loss: 0.8879 loss_cls: 0.1868 loss_box_reg: 0.3574 loss_mask: 0.2833 loss_rpn_cls: 0.02013 loss_rpn_loc: 0.03304 time: 0.2066 data_time: 0.0197 lr: 0.00025 max_mem: 2506M [03/12 20:05:00 d2.utils.events]:  eta: 1:10:29 iter: 69479 total_loss: 0.8925 loss_cls: 0.1911 loss_box_reg: 0.3577 loss_mask: 0.2789 loss_rpn_cls: 0.02101 loss_rpn_loc: 0.02981 time: 0.2066 data_time: 0.0198 lr: 0.00025 max_mem: 2506M [03/12 20:05:04 d2.utils.events]:  eta: 1:10:26 iter: 69499 total_loss: 0.8822 loss_cls: 0.1837 loss_box_reg: 0.3668 loss_mask: 0.2828 loss_rpn_cls: 0.02206 loss_rpn_loc: 0.03595 time: 0.2066 data_time: 0.0212 lr: 0.00025 max_mem: 2506M [03/12 20:05:08 d2.utils.events]:  eta: 1:10:22 iter: 69519 total_loss: 0.93 loss_cls: 0.209 loss_box_reg: 0.3919 loss_mask: 0.2889 loss_rpn_cls: 0.01892 loss_rpn_loc: 0.03107 time: 0.2066 data_time: 0.0198 lr: 0.00025 max_mem: 2506M [03/12 20:05:12 d2.utils.events]:  eta: 1:10:18 iter: 69539 total_loss: 0.8827 loss_cls: 0.188 loss_box_reg: 0.3667 loss_mask: 0.2949 loss_rpn_cls: 0.01904 loss_rpn_loc: 0.03217 time: 0.2066 data_time: 0.0202 lr: 0.00025 max_mem: 2506M [03/12 20:05:17 d2.utils.events]:  eta: 1:10:09 iter: 69559 total_loss: 0.9668 loss_cls: 0.195 loss_box_reg: 0.3901 loss_mask: 0.2973 loss_rpn_cls: 0.02452 loss_rpn_loc: 0.03899 time: 0.2066 data_time: 0.0211 lr: 0.00025 max_mem: 2506M [03/12 20:05:21 d2.utils.events]:  eta: 1:10:02 iter: 69579 total_loss: 0.8794 loss_cls: 0.1877 loss_box_reg: 0.3671 loss_mask: 0.2746 loss_rpn_cls: 0.02214 loss_rpn_loc: 0.03108 time: 0.2066 data_time: 0.0206 lr: 0.00025 max_mem: 2506M [03/12 20:05:25 d2.utils.events]:  eta: 1:09:57 iter: 69599 total_loss: 0.8387 loss_cls: 0.1697 loss_box_reg: 0.3356 loss_mask: 0.2571 loss_rpn_cls: 0.01727 loss_rpn_loc: 0.02917 time: 0.2066 data_time: 0.0193 lr: 0.00025 max_mem: 2506M [03/12 20:05:29 d2.utils.events]:  eta: 1:09:47 iter: 69619 total_loss: 0.9021 loss_cls: 0.1872 loss_box_reg: 0.3748 loss_mask: 0.2954 loss_rpn_cls: 0.01906 loss_rpn_loc: 0.02919 time: 0.2066 data_time: 0.0193 lr: 0.00025 max_mem: 2506M [03/12 20:05:33 d2.utils.events]:  eta: 1:09:42 iter: 69639 total_loss: 0.8816 loss_cls: 0.1797 loss_box_reg: 0.3711 loss_mask: 0.2853 loss_rpn_cls: 0.0196 loss_rpn_loc: 0.03013 time: 0.2066 data_time: 0.0217 lr: 0.00025 max_mem: 2506M [03/12 20:05:37 d2.utils.events]:  eta: 1:09:37 iter: 69659 total_loss: 0.9203 loss_cls: 0.1975 loss_box_reg: 0.369 loss_mask: 0.2823 loss_rpn_cls: 0.02481 loss_rpn_loc: 0.0356 time: 0.2066 data_time: 0.0216 lr: 0.00025 max_mem: 2506M [03/12 20:05:41 d2.utils.events]:  eta: 1:09:31 iter: 69679 total_loss: 0.8806 loss_cls: 0.1897 loss_box_reg: 0.3655 loss_mask: 0.2791 loss_rpn_cls: 0.01949 loss_rpn_loc: 0.03158 time: 0.2066 data_time: 0.0204 lr: 0.00025 max_mem: 2506M [03/12 20:05:45 d2.utils.events]:  eta: 1:09:23 iter: 69699 total_loss: 0.8768 loss_cls: 0.1795 loss_box_reg: 0.3615 loss_mask: 0.2831 loss_rpn_cls: 0.0223 loss_rpn_loc: 0.03261 time: 0.2066 data_time: 0.0201 lr: 0.00025 max_mem: 2506M [03/12 20:05:49 d2.utils.events]:  eta: 1:09:18 iter: 69719 total_loss: 0.8931 loss_cls: 0.186 loss_box_reg: 0.3588 loss_mask: 0.2821 loss_rpn_cls: 0.0199 loss_rpn_loc: 0.03304 time: 0.2066 data_time: 0.0195 lr: 0.00025 max_mem: 2506M [03/12 20:05:54 d2.utils.events]:  eta: 1:09:13 iter: 69739 total_loss: 0.905 loss_cls: 0.1954 loss_box_reg: 0.3749 loss_mask: 0.2952 loss_rpn_cls: 0.02173 loss_rpn_loc: 0.03345 time: 0.2066 data_time: 0.0196 lr: 0.00025 max_mem: 2506M [03/12 20:05:58 d2.utils.events]:  eta: 1:09:08 iter: 69759 total_loss: 0.8713 loss_cls: 0.183 loss_box_reg: 0.3704 loss_mask: 0.2744 loss_rpn_cls: 0.01904 loss_rpn_loc: 0.03221 time: 0.2066 data_time: 0.0208 lr: 0.00025 max_mem: 2506M [03/12 20:06:02 d2.utils.events]:  eta: 1:09:04 iter: 69779 total_loss: 0.9371 loss_cls: 0.2094 loss_box_reg: 0.3752 loss_mask: 0.299 loss_rpn_cls: 0.02384 loss_rpn_loc: 0.03081 time: 0.2066 data_time: 0.0215 lr: 0.00025 max_mem: 2506M [03/12 20:06:06 d2.utils.events]:  eta: 1:08:59 iter: 69799 total_loss: 0.9234 loss_cls: 0.2004 loss_box_reg: 0.3972 loss_mask: 0.2951 loss_rpn_cls: 0.02188 loss_rpn_loc: 0.03146 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:06:10 d2.utils.events]:  eta: 1:08:56 iter: 69819 total_loss: 0.9484 loss_cls: 0.1841 loss_box_reg: 0.379 loss_mask: 0.3028 loss_rpn_cls: 0.02087 loss_rpn_loc: 0.03177 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 20:06:14 d2.utils.events]:  eta: 1:08:52 iter: 69839 total_loss: 0.8983 loss_cls: 0.1949 loss_box_reg: 0.372 loss_mask: 0.2813 loss_rpn_cls: 0.02385 loss_rpn_loc: 0.03219 time: 0.2066 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 20:06:18 d2.utils.events]:  eta: 1:08:48 iter: 69859 total_loss: 0.9368 loss_cls: 0.192 loss_box_reg: 0.3919 loss_mask: 0.2903 loss_rpn_cls: 0.02275 loss_rpn_loc: 0.0354 time: 0.2066 data_time: 0.0227 lr: 0.00025 max_mem: 2506M [03/12 20:06:23 d2.utils.events]:  eta: 1:08:44 iter: 69879 total_loss: 0.9145 loss_cls: 0.1865 loss_box_reg: 0.3825 loss_mask: 0.286 loss_rpn_cls: 0.02181 loss_rpn_loc: 0.02885 time: 0.2066 data_time: 0.0220 lr: 0.00025 max_mem: 2506M [03/12 20:06:27 d2.utils.events]:  eta: 1:08:39 iter: 69899 total_loss: 0.9406 loss_cls: 0.212 loss_box_reg: 0.3773 loss_mask: 0.2911 loss_rpn_cls: 0.02305 loss_rpn_loc: 0.03453 time: 0.2066 data_time: 0.0220 lr: 0.00025 max_mem: 2506M [03/12 20:06:31 d2.utils.events]:  eta: 1:08:35 iter: 69919 total_loss: 0.9037 loss_cls: 0.182 loss_box_reg: 0.372 loss_mask: 0.2959 loss_rpn_cls: 0.02146 loss_rpn_loc: 0.03398 time: 0.2066 data_time: 0.0211 lr: 0.00025 max_mem: 2506M [03/12 20:06:35 d2.utils.events]:  eta: 1:08:31 iter: 69939 total_loss: 0.9086 loss_cls: 0.1908 loss_box_reg: 0.3811 loss_mask: 0.2913 loss_rpn_cls: 0.01974 loss_rpn_loc: 0.03146 time: 0.2066 data_time: 0.0216 lr: 0.00025 max_mem: 2506M [03/12 20:06:39 d2.utils.events]:  eta: 1:08:27 iter: 69959 total_loss: 0.9177 loss_cls: 0.2014 loss_box_reg: 0.3717 loss_mask: 0.2864 loss_rpn_cls: 0.01974 loss_rpn_loc: 0.03448 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 20:06:43 d2.utils.events]:  eta: 1:08:23 iter: 69979 total_loss: 0.9168 loss_cls: 0.1825 loss_box_reg: 0.3741 loss_mask: 0.2982 loss_rpn_cls: 0.02076 loss_rpn_loc: 0.03059 time: 0.2066 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 20:06:48 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0069999.pth [03/12 20:07:04 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 15.31 seconds. [03/12 20:07:04 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 20:07:04 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 20:07:04 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 20:07:07 d2.data.common]: :08] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 20:07:23] d2.evaluation.evaluator INFO: Start inference on 662 images [03/12 20:07:40] d2.evaluation.evaluator INFO: Inference done 11/662. 0.0448 s / img. ETA=0:00:37 [03/12 20:07:45] d2.evaluation.evaluator INFO: Inference done 94/662. 0.0436 s / img. ETA=0:00:34 [03/12 20:07:50] d2.evaluation.evaluator INFO: Inference done 173/662. 0.0437 s / img. ETA=0:00:30 [03/12 20:07:56] d2.evaluation.evaluator INFO: Inference done 252/662. 0.0436 s / img. ETA=0:00:25 [03/12 20:08:01] d2.evaluation.evaluator INFO: Inference done 337/662. 0.0435 s / img. ETA=0:00:20 [03/12 20:08:06] d2.evaluation.evaluator INFO: Inference done 415/662. 0.0434 s / img. ETA=0:00:15 [03/12 20:08:11] d2.evaluation.evaluator INFO: Inference done 499/662. 0.0434 s / img. ETA=0:00:10 [03/12 20:08:16] d2.evaluation.evaluator INFO: Inference done 576/662. 0.0434 s / img. ETA=0:00:05 [03/12 20:08:21] d2.evaluation.evaluator INFO: Inference done 656/662. 0.0433 s / img. ETA=0:00:00 [03/12 20:08:21] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.441884 (0.063077 s / img per device, on 8 devices) [03/12 20:08:21] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.043337 s / img per device, on 8 devices) [03/12 20:08:25] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/12 20:08:25] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 20:08:25] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/12 20:08:25] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/12 20:08:31] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 5.51 seconds. [03/12 20:08:31] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 20:08:31] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 20:08:31] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 26.251 | 44.183 | 26.829 | 0.000 | 2.836 | 29.127 | [03/12 20:08:31] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 21.609 | bed | 39.571 | chair | 26.827 | | sofa | 30.963 | table | 33.554 | door | 21.381 | | window | 16.978 | bookshelf | 32.723 | picture | 23.976 | | counter | 16.751 | desk | 21.632 | curtain | 12.920 | | refridgerator | 20.601 | shower curtain | 28.659 | toilet | 48.282 | | sink | 24.359 | bathtub | 33.148 | otherfurniture | 18.590 | [03/12 20:08:32] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/12 20:08:47] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.77 seconds. [03/12 20:08:47] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 20:08:47] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 20:08:47] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 18.917 | 34.920 | 18.518 | 0.000 | 1.328 | 21.099 | [03/12 20:08:47] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 18.850 | bed | 22.027 | chair | 17.684 | | sofa | 24.151 | table | 27.153 | door | 9.361 | | window | 3.821 | bookshelf | 3.957 | picture | 19.227 | | counter | 4.932 | desk | 7.751 | curtain | 8.854 | | refridgerator | 18.725 | shower curtain | 25.030 | toilet | 55.150 | | sink | 26.183 | bathtub | 31.745 | otherfurniture | 15.907 | [03/12 20:08:48] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 20:08:48] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 20:08:48] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:08:48] d2.evaluation.testing INFO: copypaste: 26.2514,44.1826,26.8291,0.0000,2.8362,29.1273 [03/12 20:08:48] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 20:08:48] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:08:48] d2.evaluation.testing INFO: copypaste: 18.9169,34.9197,18.5178,0.0000,1.3284,21.0992 [03/12 20:08:48] d2.utils.events INFO: eta: 1:08:20 iter: 69999 total_loss: 0.9456 loss_cls: 0.1885 loss_box_reg: 0.3788 loss_mask: 0.2867 loss_rpn_cls: 0.01834 loss_rpn_loc: 0.03325 time: 0.2066 data_time: 0.0240 lr: 0.00025 max_mem: 2506M [03/12 20:08:52] d2.utils.events INFO: eta: 1:08:16 iter: 70019 total_loss: 0.9136 loss_cls: 0.1974 loss_box_reg: 0.3785 loss_mask: 0.2892 loss_rpn_cls: 0.02048 loss_rpn_loc: 0.02985 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:08:56] d2.utils.events INFO: eta: 1:08:14 iter: 70039 total_loss: 0.9158 loss_cls: 0.1898 loss_box_reg: 0.3894 loss_mask: 0.2815 loss_rpn_cls: 0.0204 loss_rpn_loc: 0.02842 time: 0.2066 data_time: 0.0227 lr: 0.00025 max_mem: 2506M [03/12 20:09:00] d2.utils.events INFO: eta: 1:08:12 iter: 70059 total_loss: 0.921 loss_cls: 0.1996 loss_box_reg: 0.3808 loss_mask: 0.2757 loss_rpn_cls: 0.02331 loss_rpn_loc: 0.03328 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:09:05] d2.utils.events INFO: eta: 1:08:09 iter: 70079 total_loss: 0.9012 loss_cls: 0.1999 loss_box_reg: 0.3634 loss_mask: 0.2834 loss_rpn_cls: 0.02085 loss_rpn_loc: 0.03484 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:09:09] d2.utils.events INFO: eta: 1:08:06 iter: 70099 total_loss: 0.9065 loss_cls: 0.1984 loss_box_reg: 0.3605 loss_mask: 0.2803 loss_rpn_cls: 0.01848 loss_rpn_loc: 0.02933 time: 0.2066 data_time: 0.0236 lr: 0.00025 max_mem: 2506M [03/12 20:09:13] d2.utils.events INFO: eta: 1:08:02 iter: 70119 total_loss: 0.929 loss_cls: 0.1956 loss_box_reg: 0.3916 loss_mask: 0.2922 loss_rpn_cls: 0.02206 loss_rpn_loc: 0.03585 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 20:09:17] d2.utils.events INFO: eta: 1:07:58 iter: 70139 total_loss: 0.9123 loss_cls: 0.1963 loss_box_reg: 0.3717 loss_mask: 0.285 loss_rpn_cls: 0.01983 loss_rpn_loc: 0.03523 time: 0.2066 data_time: 0.0242 lr: 0.00025 max_mem: 2506M gm [03/12 20:08:48 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:08:48 d2.evaluation.testing]: copypaste: 18.9169,34.9197,18.5178,0.0000,1.3284,21.0992 [03/12 20:08:48 d2.utils.events]:  eta: 1:08:20 iter: 69999 total_loss: 0.9456 loss_cls: 0.1885 loss_box_reg: 0.3788 loss_mask: 0.2867 loss_rpn_cls: 0.01834 loss_rpn_loc: 0.03325 time: 0.2066 data_time: 0.0240 lr: 0.00025 max_mem: 2506M [03/12 20:08:52 d2.utils.events]:  eta: 1:08:16 iter: 70019 total_loss: 0.9136 loss_cls: 0.1974 loss_box_reg: 0.3785 loss_mask: 0.2892 loss_rpn_cls: 0.02048 loss_rpn_loc: 0.02985 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:08:56 d2.utils.events]:  eta: 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loss_box_reg: 0.3916 loss_mask: 0.2922 loss_rpn_cls: 0.02206 loss_rpn_loc: 0.03585 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 20:09:17 d2.utils.events]:  eta: 1:07:58 iter: 70139 total_loss: 0.9123 loss_cls: 0.1963 loss_box_reg: 0.3717 loss_mask: 0.285 loss_rpn_cls: 0.01983 loss_rpn_loc: 0.03523 time: 0.2066 data_time: 0.0242 lr: 0.00025 max_mem: 2506M [03/12 20:09:21 d2.utils.events]:  eta: 1:07:54 iter: 70159 total_loss: 0.9324 loss_cls: 0.1879 loss_box_reg: 0.3755 loss_mask: 0.2857 loss_rpn_cls: 0.02465 loss_rpn_loc: 0.03302 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 20:09:25 d2.utils.events]:  eta: 1:07:49 iter: 70179 total_loss: 0.9071 loss_cls: 0.1962 loss_box_reg: 0.3836 loss_mask: 0.293 loss_rpn_cls: 0.01994 loss_rpn_loc: 0.02946 time: 0.2066 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 20:09:29 d2.utils.events]:  eta: 1:07:44 iter: 70199 total_loss: 0.9138 loss_cls: 0.2002 loss_box_reg: 0.3713 loss_mask: 0.2829 loss_rpn_cls: 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d2.utils.events]:  eta: 1:03:28 iter: 71559 total_loss: 0.8908 loss_cls: 0.1741 loss_box_reg: 0.3639 loss_mask: 0.2826 loss_rpn_cls: 0.02001 loss_rpn_loc: 0.0327 time: 0.2066 data_time: 0.0234 lr: 0.00025 max_mem: 2506M [03/12 20:14:16 d2.utils.events]:  eta: 1:03:24 iter: 71579 total_loss: 0.9463 loss_cls: 0.2012 loss_box_reg: 0.3867 loss_mask: 0.2957 loss_rpn_cls: 0.02234 loss_rpn_loc: 0.03398 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 20:14:20 d2.utils.events]:  eta: 1:03:18 iter: 71599 total_loss: 0.9326 loss_cls: 0.1963 loss_box_reg: 0.3934 loss_mask: 0.3026 loss_rpn_cls: 0.01855 loss_rpn_loc: 0.03233 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:14:25 d2.utils.events]:  eta: 1:03:13 iter: 71619 total_loss: 0.8842 loss_cls: 0.1907 loss_box_reg: 0.3478 loss_mask: 0.2814 loss_rpn_cls: 0.01674 loss_rpn_loc: 0.02863 time: 0.2066 data_time: 0.0234 lr: 0.00025 max_mem: 2506M [03/12 20:14:29 d2.utils.events]:  eta: 1:03:08 iter: 71639 total_loss: 0.8964 loss_cls: 0.1866 loss_box_reg: 0.3594 loss_mask: 0.2875 loss_rpn_cls: 0.01992 loss_rpn_loc: 0.03468 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 20:14:33 d2.utils.events]:  eta: 1:03:04 iter: 71659 total_loss: 0.9158 loss_cls: 0.2073 loss_box_reg14 loss_rpn_loc: 0.03275 time: 0.2066 data_time: 0.0242 lr: 0.00025 max_mem: 2506M [03/12 20:14:37] d2.utils.events INFO: eta: 1:03:00 iter: 71679 total_loss: 0.8804 loss_cls: 0.1734 loss_box_reg: 0.355 loss_mask: 0.263 loss_rpn_cls: 0.02058 loss_rpn_loc: 0.03201 time: 0.2066 data_time: 0.0217 lr: 0.00025 max_mem: 2506M [03/12 20:14:41] d2.utils.events INFO: eta: 1:02:56 iter: 71699 total_loss: 0.9383 loss_cls: 0.1998 loss_box_reg: 0.3872 loss_mask: 0.2794 loss_rpn_cls: 0.01905 loss_rpn_loc: 0.03465 time: 0.2066 data_time: 0.0222 lr: 0.00025 max_mem: 2506M [03/12 20:14:45] d2.utils.events INFO: eta: 1:02:51 iter: 71719 total_loss: 0.9094 loss_cls: 0.1942 loss_box_reg: 0.3731 loss_mask: 0.2741 loss_rpn_cls: 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total_loss: 0.8995 loss_cls: 0.1929 loss_box_reg: 0.3802 loss_mask: 0.2846 loss_rpn_cls: 0.01843 loss_rpn_loc: 0.03431 time: 0.2066 data_time: 0.0182 lr: 0.00025 max_mem: 2506M [03/12 20:24:38 d2.utils.events]:  eta: 0:52:54 iter: 74579 total_loss: 0.8619 loss_cls: 0.1699 loss_box_reg: 0.3433 loss_mask: 0.2896 loss_rpn_cls: 0.01945 loss_rpn_loc: 0.03042 time: 0.2066 data_time: 0.0184 lr: 0.00025 max_mem: 2506M [03/12 20:24:43 d2.utils.events]:  eta: 0:52:49 iter: 74599 total_loss: 0.9471 loss_cls: 0.2121 loss_box_reg: 0.3778 loss_mask: 0.2967 loss_rpn_cls: 0.0225 loss_rpn_loc: 0.03333 time: 0.2066 data_time: 0.0199 lr: 0.00025 max_mem: 2506M [03/12 20:24:47 d2.utils.events]:  eta: 0:52:44 iter: 74619 total_loss: 0.8895 loss_cls: 0.1827 loss_box_reg: 0.3695 loss_mask: 0.2947 loss_rpn_cls: 0.01704 loss_rpn_loc: 0.03351 time: 0.2065 data_time: 0.0184 lr: 0.00025 max_mem: 2506M [03/12 20:24:51 d2.utils.events]:  eta: 0:52:39 iter: 74639 total_loss: 0.9057 loss_cls: 0.2113 loss_box_reg: 0.354 loss_mask: 0.274 loss_rpn_cls: 0.01879 loss_rpn_loc: 0.02845 time: 0.2065 data_time: 0.0183 lr: 0.00025 max_mem: 2506M [03/12 20:24:55 d2.utils.events]:  eta: 0:52:34 iter: 74659 total_loss: 0.8879 loss_cls: 0.1884 loss_box_reg: 0.3621 loss_mask: 0.2858 loss_rpn_cls: 0.01988 loss_rpn_loc: 0.0325 time: 0.2065 data_time: 0.0211 lr: 0.00025 max_mem: 2506M [03/12 20:24:59 d2.utils.events]:  eta: 0:52:29 iter: 74679 total_loss: 0.9023 loss_cls: 0.194 loss_box_reg: 0.361 loss_mask: 0.2946 loss_rpn_cls: 0.01869 loss_rpn_loc: 0.03274 time: 0.2065 data_time: 0.0208 lr: 0.00025 max_mem: 2506M [03/12 20:25:03 d2.utils.events]:  eta: 0:52:26 iter: 74699 total_loss: 0.8849 loss_cls: 0.1936 loss_box_reg: 0.3571 loss_mask: 0.29 loss_rpn_cls: 0.01842 loss_rpn_loc: 0.03052 time: 0.2065 data_time: 0.0221 lr: 0.00025 max_mem: 2506M [03/12 20:25:07 d2.utils.events]:  eta: 0:52:21 iter: 74719 total_loss: 0.8735 loss_cls: 0.1974 loss_box_reg: 0.3608 loss_mask: 0.2834 loss_rpn_cls: 0.02119 loss_rpn_loc: 0.03126 time: 0.2065 data_time: 0.0222 lr: 0.00025 max_mem: 2506M [03/12 20:25:11 d2.utils.events]:  eta: 0:52:18 iter: 74739 total_loss: 0.9974 loss_cls: 0.2059 loss_box_reg: 0.3911 loss_mask: 0.2875 loss_rpn_cls: 0.02294 loss_rpn_loc: 0.03688 time: 0.2065 data_time: 0.0222 lr: 0.00025 max_mem: 2506M [03/12 20:25:15 d2.utils.events]:  eta: 0:52:17 iter: 74759 total_loss: 0.8818 loss_cls: 0.1748 loss_box_reg: 0.3682 loss_mask: 0.2796 loss_rpn_cls: 0.02118 loss_rpn_loc: 0.03322 time: 0.2065 data_time: 0.0220 lr: 0.00025 max_mem: 2506M [03/12 20:25:20 d2.utils.events]:  eta: 0:52:15 iter: 74779 total_loss: 0.8399 loss_cls: 0.1652 loss_box_reg: 0.3452 loss_mask: 0.2837 loss_rpn_cls: 0.01718 loss_rpn_loc: 0.02976 time: 0.2065 data_time: 0.0244 lr: 0.00025 max_mem: 2506M [03/12 20:25:24 d2.utils.events]:  eta: 0:52:13 iter: 74799 total_loss: 0.8985 loss_cls: 0.1841 loss_box_reg: 0.3785 loss_mask: 0.2904 loss_rpn_cls: 0.0199 loss_rpn_loc: 0.03249 time: 0.2065 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:25:28 d2.utils.events]:  eta: 0:52:10 iter: 74819 total_loss: 0.8896 loss_cls: 0.1989 loss_box_reg: 0.3614 loss_mask: 0.2875 loss_rpn_cls: 0.01974 loss_rpn_loc: 0.03651 time: 0.2065 data_time: 0.0242 lr: 0.00025 max_mem: 2506M [03/12 20:25:32 d2.utils.events]:  eta: 0:52:08 iter: 74839 total_loss: 0.9119 loss_cls: 0.1968 loss_box_reg: 0.3628 loss_mask: 0.2948 loss_rpn_cls: 0.0199 loss_rpn_loc: 0.03185 time: 0.2066 data_time: 0.0234 lr: 0.00025 max_mem: 2506M [03/12 20:25:37 d2.utils.events]:  eta: 0:52:06 iter: 74859 total_loss: 0.9293 loss_cls: 0.2014 loss_box_reg: 0.3696 loss_mask: 0.3015 loss_rpn_cls: 0.0211 loss_rpn_loc: 0.02675 time: 0.2066 data_time: 0.0243 lr: 0.00025 max_mem: 2506M [03/12 20:25:41 d2.utils.events]:  eta: 0:52:03 iter: 74879 total_loss: 0.9095 loss_cls: 0.1912 loss_box_reg: 0.352 loss_mask: 0.2861 loss_rpn_cls: 0.02407 loss_rpn_loc: 0.03584 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 20:25:45 d2.utils.events]:  eta: 0:52:00 iter: 74899 total_loss: 0.9441 loss_cls: 0.2046 loss_box_reg: 0.3929 loss_mask: 0.2887 loss_rpn_cls: 0.02305 loss_rpn_loc: 0.03511 time: 0.2066 data_time: 0.0234 lr: 0.00025 max_mem: 2506M [03/12 20:25:49 d2.utils.events]:  eta: 0:51:58 iter: 74919 total_loss: 0.9174 loss_cls: 0.1916 loss_box_reg: 0.3814 loss_mask: 0.2845 loss_rpn_cls: 0.02452 loss_rpn_loc: 0.03611 time: 0.2066 data_time: 0.0231 lr: 0.00025 max_mem: 2506M [03/12 20:25:53 d2.utils.events]:  eta: 0:51:52 iter: 74939 total_loss: 0.909 loss_cls: 0.1992 loss_box_reg: 0.3871 loss_mask: 0.2894 loss_rpn_cls: 0.02157 loss_rpn_loc: 0.03257 time: 0.2066 data_time: 0.0226 lr: 0.00025 max_mem: 2506M [03/12 20:25:57 d2.utils.events]:  eta: 0:51:48 iter: 74959 total_loss: 0.9123 loss_cls: 0.1908 loss_box_reg: 0.378 loss_mask: 0.2839 loss_rpn_cls: 0.01978 loss_rpn_loc: 0.0359 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 20:26:02 d2.utils.events]:  eta: 0:51:44 iter: 74979 total_loss: 0.9359 loss_cls: 0.2062 loss_box_reg: 0.3797 loss_mask: 0.2922 loss_rpn_cls: 0.02232 loss_rpn_loc: 0.0353 time: 0.2066 data_time: 0.0234 lr: 0.00025 max_mem: 2506M [03/12 20:26:06 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0074999.pth [03/12 20:26:07 d2.utils.events]:  eta: 0:51:39 iter: 74999 total_loss: 0.9216 loss_cls: 0.2049 loss_box_reg: 0.3734 loss_mask: 0.2771 loss_rpn_cls: 0.02187 loss_rpn_loc: 0.03283 time: 0.2066 data_time: 0.0234 lr: 0.00025 max_mem: 2506M [03/12 20:26:11 d2.utils.events]:  eta: 0:51:35 iter: 75019 total_loss: 0.9079 loss_cls: 0.1916 loss_box_reg: 0.3801 loss_mask: 0.291 loss_rpn_cls: 0.02091 loss_rpn_loc: 0.03003 time: 0.2066 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 20:26:15 d2.utils.events]:  eta: 0:51:30 iter: 75039 total_loss: 0.911 loss_cls: 0.1959 loss_box_reg: 0.3778 loss_mask: 0.2902 loss_rpn_cls: 0.02052 loss_rpn_loc: 0.03012 time: 0.2066 data_time: 0.0236 lr: 0.00025 max_mem: 2506M [03/12 20:26:19 d2.utils.events]:  eta: 0:51:27 iter: 75059 total_loss: 0.8735 loss_cls: 0.1819 loss_box_reg: 0.3599 loss_mask: 0.2769 loss_rpn_cls: 0.01913 loss_rpn_loc: 0.03236 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 20:26:23 d2.utils.events]:  eta: 0:51:23 iter: 75079 total_loss: 0.8952 loss_cls: 0.1936 loss_box_reg: 0.3654 loss_mask: 0.2904 loss_rpn_cls: 0.01848 loss_rpn_loc: 0.02918 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 20:26:27 d2.utils.events]:  eta: 0:51:18 iter: 75099 total_loss: 0.9084 loss_cls: 0.1888 loss_box_reg: 0.3638 loss_mask: 0.2843 loss_rpn_cls: 0.02054 loss_rpn_loc: 0.03387 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 20:26:32 d2.utils.events]:  eta: 0:51:13 iter: 75119 total_loss: 0.8896 loss_cls: 0.1827 loss_box_reg: 0.3612 loss_mask: 0.2806 loss_rpn_cls: 0.02066 loss_rpn_loc: 0.03206 time: 0.2066 data_time: 0.0233 lr: 0.00025 max_mem: 2506M [03/12 20:26:36 d2.utils.events]:  eta: 0:51:09 iter: 75139 total_loss: 0.8829 loss_cls: 0.1848 loss_box_reg: 0.3586 loss_mask: 0.2755 loss_rpn_cls: 0.01874 loss_rpn_loc: 0.02856 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:26:40 d2.utils.events]:  eta: 0:51:06 iter: 75159 total_loss: 0.892 loss_cls: 0.1861 loss_box_reg: 0.3681 loss_mask: 0.2767 loss_rpn_cls: 0.01964 loss_rpn_loc: 0.03365 time: 0.2065 data_time: 0.0208 lr: 0.00025 max_mem: 2506M [03/12 20:26:44 d2.utils.events]:  eta: 0:51:02 iter: 75179 total_loss: 0.951 loss_cls: 0.2024 loss_box_reg: 0.3939 loss_mask: 0.2964 loss_rpn_cls: 0.02104 loss_rpn_loc: 0.03133 time: 0.2066 data_time: 0.0208 lr: 0.00025 max_mem: 2506M [03/12 20:26:48 d2.utils.events]:  eta: 0:50:58 iter: 75199 total_loss: 0.9071 loss_cls: 0.1864 loss_box_reg: 0.3828 loss_mask: 0.2871 loss_rpn_cls: 0.0194 loss_rpn_loc: 0.03065 time: 0.2065 data_time: 0.0198 lr: 0.00025 max_mem: 2506M [03/12 20:26:52 d2.utils.events]:  eta: 0:50:53 iter: 75219 total_loss: 0.9249 loss_cls: 0.1969 loss_box_reg: 0.3859 loss_mask: 0.2938 loss_rpn_cls: 0.0208 loss_rpn_loc: 0.03215 time: 0.2066 data_time: 0.0213 lr: 0.00025 max_mem: 2506M [03/12 20:26:57 d2.utils.events]:  eta: 0:50:48 iter: 75239 total_loss: 0.9209 loss_cls: 0.2049 loss_box_reg: 0.3803 loss_mask: 0.2967 loss_rpn_cls: 0.01796 loss_rpn_loc: 0.03135 time: 0.2066 data_time: 0.0295 lr: 0.00025 max_mem: 2506M [03/12 20:27:01 d2.utils.events]:  eta: 0:50:44 iter: 75259 total_loss: 0.9029 loss_cls: 0.1822 loss_box_reg: 0.3598 loss_mask: 0.2803 loss_rpn_cls: 0.01984 loss_rpn_loc: 0.03074 time: 0.2066 data_time: 0.0216 lr: 0.00025 max_mem: 2506M [03/12 20:27:05 d2.utils.events]:  eta: 0:50:40 iter: 75279 total_loss: 0.955 loss_cls: 0.2229 loss_box_reg: 0.3945 loss_mask: 0.2846 loss_rpn_cls: 0.02171 loss_rpn_loc: 0.03086 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:27:09 d2.utils.events]:  eta: 0:50:37 iter: 75299 total_loss: 0.8951 loss_cls: 0.1817 loss_box_reg: 0.369 loss_mask: 0.2794 loss_rpn_cls: 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d2.utils.events]:  eta: 0:49:59 iter: 75479 total_loss: 0.8824 loss_cls: 0.1778 loss_box_reg: 0.3681 loss_mask: 0.2907 loss_rpn_cls: 0.01685 loss_rpn_loc: 0.02993 time: 0.2066 data_time: 0.0215 lr: 0.00025 max_mem: 2506M [03/12 20:27:51 d2.utils.events]:  eta: 0:49:56 iter: 75499 total_loss: 0.9131 loss_cls: 0.1891 loss_box_reg: 0.3851 loss_mask: 0.288 loss_rpn_cls: 0.02144 loss_rpn_loc: 0.03263 time: 0.2066 data_time: 0.0217 lr: 0.00025 max_mem: 2506M [03/12 20:27:55 d2.utils.events]:  eta: 0:49:52 iter: 75519 total_loss: 0.9147 loss_cls: 0.1813 loss_box_reg: 0.3853 loss_mask: 0.2852 loss_rpn_cls: 0.02008 loss_rpn_loc: 0.03359 time: 0.2066 data_time: 0.0229 lr: 0.00025 max_mem: 2506M [03/12 20:27:59 d2.utils.events]:  eta: 0:49:48 iter: 75539 total_loss: 0.8966 loss_cls: 0.1977 loss_box_reg: 0.3596 loss_mask: 0.2797 loss_rpn_cls: 0.01835 loss_rpn_loc: 0.02977 time: 0.2066 data_time: 0.0227 lr: 0.00025 max_mem: 2506M [03/12 20:28:03 d2.utils.events]:  eta: 0:49:45 iter: 75559 total_loss: 0.859 loss_cls: 0.1752 loss_box_reg: 0.3515 loss_mask: 0.2798 loss_rpn_cls: 0.01901 loss_rpn_loc: 0.03171 time: 0.2066 data_time: 0.0240 lr: 0.00025 max_mem: 2506M [03/12 20:28:08 d2.utils.events]:  eta: 0:49:42 iter: 75579 total_loss: 0.8828 loss_cls: 0.1879 loss_box_reg: 0.3736 loss_mask: 0.2766 loss_rpn_cls: 0.02118 loss_rpn_loc: 0.02794 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:28:12 d2.utils.events]:  eta: 0:49:37 iter: 75599 total_loss: 0.871 loss_cls: 0.1849 loss_box_reg: 0.3749 loss_mask: 0.286 loss_rpn_cls: 0.01837 loss_rpn_loc: 0.0304 time: 0.2066 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 20:28:16 d2.utils.events]:  eta: 0:49:34 iter: 75619 total_loss: 0.894 loss_cls: 0.1945 loss_box_reg: 0.3762 loss_mask: 0.282 loss_rpn_cls: 0.01907 loss_rpn_loc: 0.03327 time: 0.2066 data_time: 0.0233 lr: 0.00025 max_mem: 2506M [03/12 20:28:20 d2.utils.events]:  eta: 0:49:31 iter: 75639 total_loss: 0.9605 loss_cls: 0.2138 loss_box_reg: 0.3952 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0.1977 loss_box_reg: 0.3605 loss_mask: 0.2748 loss_rpn_cls: 0.02073 loss_rpn_loc: 0.03452 time: 0.2065 data_time: 0.0216 lr: 0.00025 max_mem: 2506M [03/12 20:29:34 d2.utils.events]:  eta: 0:47:57 iter: 75999 total_loss: 0.8862 loss_cls: 0.1835 loss_box_reg: 0.3672 loss_mask: 0.2902 loss_rpn_cls: 0.01969 loss_rpn_loc: 0.03078 time: 0.2065 data_time: 0.0214 lr: 0.00025 max_mem: 2506M [03/12 20:29:38 d2.utils.events]:  eta: 0:47:51 iter: 76019 total_loss: 0.8705 loss_cls: 0.192 loss_box_reg: 0.3688 loss_mask: 0.2789 loss_rpn_cls: 0.01935 loss_rpn_loc: 0.02863 time: 0.2065 data_time: 0.0220 lr: 0.00025 max_mem: 2506M [03/12 20:29:42 d2.utils.events]:  eta: 0:47:47 iter: 76039 total_loss: 0.9012 loss_cls: 0.1866 loss_box_reg: 0.3931 loss_mask: 0.2931 loss_rpn_cls: 0.02081 loss_rpn_loc: 0.02809 time: 0.2065 data_time: 0.0241 lr: 0.00025 max_mem: 2506M [03/12 20:29:46 d2.utils.events]:  eta: 0:47:43 iter: 76059 total_loss: 0.9245 loss_cls: 0.2002 loss_box_reg: 0.3794 loss_mask: 0.3089 loss_rpn_cls: 0.02388 loss_rpn_loc: 0.03244 time: 0.2065 data_time: 0.0230 lr: 0.00025 max_mem: 2506M [03/12 20:29:51 d2.utils.events]:  eta: 0:47:38 iter: 76079 total_loss: 0.9022 loss_cls: 0.2044 loss_box_reg: 0.3672 loss_mask: 0.2793 loss_rpn_cls: 0.02198 loss_rpn_loc: 0.03206 time: 0.2065 data_time: 0.0225 lr: 0.00025 max_mem: 2506M [03/12 20:29:55 d2.utils.events]:  eta: 0:47:35 iter: 76099 total_loss: 0.9206 loss_cls: 0.1942 loss_box_reg: 0.3723 loss_mask: 0.2941 loss_rpn_cls: 0.02153 loss_rpn_loc: 0.03673 time: 0.2065 data_time: 0.0228 lr: 0.00025 max_mem: 2506M [03/12 20:29:59 d2.utils.events]:  eta: 0:47:31 iter: 76119 total_loss: 0.9132 loss_cls: 0.1907 loss_box_reg: 0.3645 loss_mask: 0.2767 loss_rpn_cls: 0.02115 loss_rpn_loc: 0226 lr: 0.00025 max_mem: 2506M [03/12 20:30:03] d2.utils.events INFO: eta: 0:47:27 iter: 76139 total_loss: 0.9163 loss_cls: 0.2076 loss_box_reg: 0.3755 loss_mask: 0.2846 loss_rpn_cls: 0.02036 loss_rpn_loc: 0.03421 time: 0.2065 data_time: 0.0219 lr: 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loss_rpn_cls: 0.0231 loss_rpn_loc: 0.03275 time: 0.2065 data_time: 0.0240 lr: 0.00025 max_mem: 2506M [03/12 20:40:51 d2.utils.events]:  eta: 0:36:52 iter: 79259 total_loss: 0.9251 loss_cls: 0.1873 loss_box_reg: 0.3729 loss_mask: 0.2788 loss_rpn_cls: 0.02061 loss_rpn_loc: 0.03771 time: 0.2065 data_time: 0.0210 lr: 0.00025 max_mem: 2506M [03/12 20:40:56 d2.utils.events]:  eta: 0:36:48 iter: 79279 total_loss: 0.9131 loss_cls: 0.1706 loss_box_reg: 0.3853 loss_mask: 0.3008 loss_rpn_cls: 0.01898 loss_rpn_loc: 0.03123 time: 0.2065 data_time: 0.0221 lr: 0.00025 max_mem: 2506M [03/12 20:41:00 d2.utils.events]:  eta: 0:36:44 iter: 79299 total_loss: 0.893 loss_cls: 0.1938 loss_box_reg: 0.3638 loss_mask: 0.2752 loss_rpn_cls: 0.01919 loss_rpn_loc: 0.02795 time: 0.2065 data_time: 0.0203 lr: 0.00025 max_mem: 2506M [03/12 20:41:04 d2.utils.events]:  eta: 0:36:40 iter: 79319 total_loss: 0.8893 loss_cls: 0.1874 loss_box_reg: 0.3664 loss_mask: 0.2759 loss_rpn_cls: 0.01903 loss_rpn_loc: 0.03075 time: 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[03/12 20:41:24 d2.utils.events]:  eta: 0:36:14 iter: 79419 total_loss: 0.8578 loss_cls: 0.1839 loss_box_reg: 0.3704 loss_mask: 0.278 loss_rpn_cls: 0.02006 loss_rpn_loc: 0.02922 time: 0.2065 data_time: 0.0242 lr: 0.00025 max_mem: 2506M [03/12 20:41:28 d2.utils.events]:  eta: 0:36:10 iter: 79439 total_loss: 0.9051 loss_cls: 0.19 loss_box_reg: 0.3643 loss_mask: 0.2802 loss_rpn_cls: 0.02226 loss_rpn_loc: 0.03596 time: 0.2065 data_time: 0.0233 lr: 0.00025 max_mem: 2506M [03/12 20:41:32 d2.utils.events]:  eta: 0:36:06 iter: 79459 total_loss: 0.9113 loss_cls: 0.2044 loss_box_reg: 0.3756 loss_mask: 0.2887 loss_rpn_cls: 0.0215 loss_rpn_loc: 0.0378 time: 0.2065 data_time: 0.0204 lr: 0.00025 max_mem: 2506M [03/12 20:41:37 d2.utils.events]:  eta: 0:36:01 iter: 79479 total_loss: 0.9073 loss_cls: 0.1932 loss_box_reg: 0.378 loss_mask: 0.2851 loss_rpn_cls: 0.01977 loss_rpn_loc: 0.0287 time: 0.2065 data_time: 0.0199 lr: 0.00025 max_mem: 2506M [03/12 20:41:41 d2.utils.events]:  eta: 0:35:58 iter: 79499 total_loss: 0.9468 loss_cls: 0.187 loss_box_reg: 0.3947 loss_mask: 0.3017 loss_rpn_cls: 0.01922 loss_rpn_loc: 0.03476 time: 0.2065 data_time: 0.0194 lr: 0.00025 max_mem: 2506M [03/12 20:41:45 d2.utils.events]:  eta: 0:35:54 iter: 79519 total_loss: 0.9045 loss_cls: 0.1877 loss_box_reg: 0.3786 loss_mask: 0.2849 loss_rpn_cls: 0.02069 loss_rpn_loc: 0.03319 time: 0.2065 data_time: 0.0202 lr: 0.00025 max_mem: 2506M [03/12 20:41:49 d2.utils.events]:  eta: 0:35:50 iter: 79539 total_loss: 0.9097 loss_cls: 0.1909 loss_box_reg: 0.3682 loss_mask: 0.2937 loss_rpn_cls: 0.01767 loss_rpn_loc: 0.03323 time: 0.2065 data_time: 0.0203 lr: 0.00025 max_mem: 2506M [03/12 20:41:53 d2.utils.events]:  eta: 0:35:46 iter: 79559 total_loss: 0.9182 loss_cls: 0.1916 loss_box_reg: 0.3772 loss_mask: 0.3056 loss_rpn_cls: 0.01856 loss_rpn_loc: 0.03101 time: 0.2065 data_time: 0.0233 lr: 0.00025 max_mem: 2506M [03/12 20:41:58 d2.utils.events]:  eta: 0:35:42 iter: 79579 total_loss: 0.8878 loss_cls: 0.1856 loss_box_reg: 0.3613 loss_mask: 0.275 loss_rpn_cls: 0.02 loss_rpn_loc: 0.03068 time: 0.2065 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:42:02 d2.utils.events]:  eta: 0:35:39 iter: 79599 total_loss: 0.8926 loss_cls: 0.1827 loss_box_reg: 0.3561 loss_mask: 0.2915 loss_rpn_cls: 0.02 loss_rpn_loc: 0.03106 time: 0.2065 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 20:42:06 d2.utils.events]:  eta: 0:35:37 iter: 79619 total_loss: 0.8886 loss_cls: 0.1868 loss_box_reg: 0.3638 loss_mask: 0.3007 loss_rpn_cls: 0.01916 loss_rpn_loc: 0.03572 time: 0.2065 data_time: 0.0242 lr: 0.00025 max_mem: 2506M [03/12 20:42:10 d2.utils.events]:  eta: 0:35:34 iter: 79639 total_loss: 0.9169 loss_cls: 0.1986 loss_box_reg: 0.3712 loss_mask: 0.3066 loss_rpn_cls: 0.01878 loss_rpn_loc: 0.03367 time: 0.2065 data_time: 0.0248 lr: 0.00025 max_mem: 2506M [03/12 20:42:15 d2.utils.events]:  eta: 0:35:31 iter: 79659 total_loss: 0.9335 loss_cls: 0.2072 loss_box_reg: 0.3857 loss_mask: 0.2725 loss_rpn_cls: 0.01942 loss_rpn_loc: 0.03161 time: 0.2065 data_time: 0.0245 lr: 0.00025 max_mem: 2506M [03/12 20:42:19 d2.utils.events]:  eta: 0:35:28 iter: 79679 total_loss: 0.882 loss_cls: 0.1892 loss_box_reg: 0.3596 loss_mask: 0.2823 loss_rpn_cls: 0.02046 loss_rpn_loc: 0.03297 time: 0.2066 data_time: 0.0240 lr: 0.00025 max_mem: 2506M [03/12 20:42:23 d2.utils.events]:  eta: 0:35:24 iter: 79699 total_loss: 0.9306 loss_cls: 0.1956 loss_box_reg: 0.3816 loss_mask: 0.3073 loss_rpn_cls: 0.02158 loss_rpn_loc: 0.03248 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:42:27 d2.utils.events]:  eta: 0:35:20 iter: 79719 total_loss: 0.8517 loss_cls: 0.1747 loss_box_reg: 0.3575 loss_mask: 0.2865 loss_rpn_cls: 0.02138 loss_rpn_loc: 0.03016 time: 0.2066 data_time: 0.0219 lr: 0.00025 max_mem: 2506M [03/12 20:42:32 d2.utils.events]:  eta: 0:35:17 iter: 79739 total_loss: 0.9392 loss_cls: 0.1986 loss_box_reg: 0.3844 loss_mask: 0.2867 loss_rpn_cls: 0.02246 loss_rpn_loc: 0.03886 time: 0.2066 data_time: 0.0238 lr: 0.00025 max_mem: 2506M [03/12 20:42:36 d2.utils.events]:  eta: 0:35:13 iter: 79759 total_loss: 0.8824 loss_cls: 0.1992 loss_box_reg: 0.3527 loss_mask: 0.2771 loss_rpn_cls: 0.02024 loss_rpn_loc: 0.03272 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 20:42:40 d2.utils.events]:  eta: 0:35:10 iter: 79779 total_loss: 0.8674 loss_cls: 0.1876 loss_box_reg: 0.3652 loss_mask: 0.2738 loss_rpn_cls: 0.02047 loss_rpn_loc: 0.0314 time: 0.2066 data_time: 0.0232 lr: 0.00025 max_mem: 2506M [03/12 20:42:44 d2.utils.events]:  eta: 0:35:05 iter: 79799 total_loss: 0.9439 loss_cls: 0.2086 loss_box_reg: 0.3855 loss_mask: 0.2886 loss_rpn_cls: 0.02169 loss_rpn_loc: 0.03382 time: 0.2066 data_time: 0.0227 lr: 0.00025 max_mem: 2506M [03/12 20:42:48 d2.utils.events]:  eta: 0:35:01 iter: 79819 total_loss: 0.8669 loss_cls: 0.1922 loss_box_reg: 0.3715 loss_mask: 0.2701 loss_rpn_cls: 0.02023 loss_rpn_loc: 0.03147 time: 0.2066 data_time: 0.0226 lr: 0.00025 max_mem: 2506M [03/12 20:42:52 d2.utils.events]:  eta: 0:34:57 iter: 79839 total_loss: 0.9141 loss_cls: 0.1768 loss_box_reg: 0.3804 loss_mask: 0.2777 loss_rpn_cls: 0.019 loss_rpn_loc: 0.03325 time: 0.2066 data_time: 0.0237 lr: 0.00025 max_mem: 2506M [03/12 20:42:57 d2.utils.events]:  eta: 0:34:55 iter: 79859 total_loss: 0.9111 loss_cls: 0.1945 loss_box_reg: 0.3796 loss_mask: 0.2744 loss_rpn_cls: 0.02254 loss_rpn_loc: 0.03574 time: 0.2066 data_time: 0.0242 lr: 0.00025 max_mem: 2506M [03/12 20:43:01 d2.utils.events]:  eta: 0:34:51 iter: 79879 total_loss: 0.9073 loss_cls: 0.1807 loss_box_reg: 0.378 loss_mask: 0.2929 loss_rpn_cls: 0.02218 loss_rpn_loc: 0.03194 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 20:43:05 d2.utils.events]:  eta: 0:34:47 iter: 79899 total_loss: 0.8181 loss_cls: 0.1622 loss_box_reg: 0.3349 loss_mask: 0.2872 loss_rpn_cls: 0.02069 loss_rpn_loc: 0.0292 time: 0.2066 data_time: 0.0239 lr: 0.00025 max_mem: 2506M [03/12 20:43:09 d2.utils.events]:  eta: 0:34:44 iter: 79919 total_loss: 0.9186 loss_cls: 0.1834 loss_box_reg: 0.3699 loss_mask: 0.2928 loss_rpn_cls: 0.02171 loss_rpn_loc: 0.03369 time: 0.2066 data_time: 0.0244 lr: 0.00025 max_mem: 2506M [03/12 20:43:13 d2.utils.events]:  eta: 0:34:39 iter: 79939 total_loss: 0.8872 loss_cls: 0.1886 loss_box_reg: 0.3645 loss_mask: 0.2772 loss_rpn_cls: 0.02099 loss_rpn_loc: 0.03307 time: 0.2066 data_time: 0.0247 lr: 0.00025 max_mem: 2506M [03/12 20:43:17 d2.utils.events]:  eta: 0:34:35 iter: 79959 total_loss: 0.8945 loss_cls: 0.1939 loss_box_reg: 0.3502 loss_mask: 0.2796 loss_rpn_cls: 0.01991 loss_rpn_loc: 0.02885 time: 0.2066 data_time: 0.0233 lr: 0.00025 max_mem: 2506M [03/12 20:43:22 d2.utils.events]:  eta: 0:34:31 iter: 79979 total_loss: 0.942 loss_cls: 0.1976 loss_box_reg: 0.3785 loss_mask: 0.2973 loss_rpn_cls: 0.0222 loss_rpn_loc: 0.03528 time: 0.2066 data_time: 0.0235 lr: 0.00025 max_mem: 2506M [03/12 20:43:26 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0079999.pth [03/12 20:43:42 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 14.83 seconds. [03/12 20:43:42 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 20:43:43 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 20:43:43 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 20:43:46 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 20:43:47 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 20:44:01 d2.evaluation.evaluator]: Start inference on 662 images [03/12 20:44:19 d2.evaluation.evaluator]: Inference done 11/662. 0.0448 s / img. ETA=0:00:37 [03/12 20:44:24 d2.evaluation.evaluator]: Inference done 92/662. 0.0440 s / img. ETA=0:00:35 [03/12 20:44:29 d2.evaluation.evaluator]: Inference done 169/662. 0.0441 s / img. ETA=0:00:31 [03/12 20:44:34 d2.evaluation.evaluator]: Inference done 248/662. 0.0439 s / img. ETA=0:00:26 [03/12 20:44:39 d2.evaluation.evaluator]: Inference done 332/662. 0.0438 s / img. ETA=0:00:20 [03/12 20:44:44 d2.evaluation.evaluator]: Inference done 408/662. 0.0438 s / img. ETA=0:00:16 [03/12 20:44:49 d2.evaluation.evaluator]: Inference done 491/662. 0.0437 s / img. ETA=0:00:10 [03/12 20:44:54 d2.evaluation.evaluator]: Inference done 567/662. 0.0437 s / img. ETA=0:00:06 [03/12 20:44:59 d2.evaluation.evaluator]: Inference done 646/662. 0.0436 s / img. ETA=0:00:01 [03/12 20:45:01 d2.evaluation.evaluator]: Total inference time: 0:00:41.798989 (0.063621 s / img per device, on 8 devices) [03/12 20:45:01 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:28 (0.043598 s / img per device, on 8 devices) [03/12 20:45:04 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/12 20:45:04 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 20:45:05 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.04s) creating index... index created! [03/12 20:45:06 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/12 20:45:10 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 4.42 seconds. [03/12 20:45:10 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 20:45:10 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.24 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.263 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.271 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.028 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.292 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.320 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.371 Average Recall (AR) @[ IoU=0.50:in | 28.471 | toilet | 48.457 | | sink | 23.918 | bathtub | 32.249 | otherfurniture | 18.424 | [03/12 20:45:13] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/12 20:45:28] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.44 seconds. [03/12 20:45:28] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 20:45:28] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 20:45:28] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 19.313 | 35.796 | 18.509 | 0.000 | 1.361 | 21.529 | [03/12 20:45:28] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 18.656 | bed | 25.518 | chair | 17.607 | | sofa | 25.376 | table | 27.651 | door | 10.833 | | window | 4.119 | bookshelf | 4.331 | picture | 18.845 | | counter | 4.329 | desk | 8.709 | curtain | 9.586 | | refridgerator | 19.073 | shower curtain | 23.783 | toilet | 55.836 | | sink | 26.146 | bathtub | 31.275 | otherfurniture | 15.960 | [03/12 20:45:28] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 20:45:28] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 20:45:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:45:28] d2.evaluation.testing INFO: copypaste: 26.3031,44.3284,27.1049,0.0000,2.7934,29.1677 [03/12 20:45:28] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 20:45:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:45:28] d2.evaluation.testing INFO: copypaste: 19.3129,35.7962,18.5094,0.0000,1.3612,21.5293 [03/12 20:45:28] d2.utils.events INFO: eta: 0:34:27 iter: 79999 total_loss: 0.9042 loss_cls: 0.1755 loss_box_reg: 0.3639 loss_mask: 0.2712 loss_rpn_cls: 0.01782 loss_rpn_loc: 0.03121 time: 0.2066 data_time: 0.0212 lr: 0.00025 max_mem: 2506M [03/12 20:45:33] d2.utils.events INFO: eta: 0:34:24 iter: 80019 total_loss: 0.8759 loss_cls: 0.1752 loss_box_reg: 0.361 loss_mask: 0.2694 loss_rpn_cls: 0.0201 loss_rpn_loc: 0.0283 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:37] d2.utils.events INFO: eta: 0:34:20 iter: 80039 total_loss: 0.9022 loss_cls: 0.1905 loss_box_reg: 0.3585 loss_mask: 0.2849 loss_rpn_cls: 0.02356 loss_rpn_loc: 0.02952 time: 0.2066 data_time: 0.0185 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:41] d2.utils.events INFO: eta: 0:34:15 iter: 80059 total_loss: 0.8964 loss_cls: 0.2016 loss_box_reg: 0.3696 loss_mask: 0.28 loss_rpn_cls: 0.0216 loss_rpn_loc: 0.03041 time: 0.2066 data_time: 0.0211 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:45] d2.utils.events INFO: eta: 0:34:10 iter: 80079 total_loss: 0.8711 loss_cls: 0.1732 loss_box_reg: 0.3556 loss_mask: 0.2789 loss_rpn_cls: 0.02174 loss_rpn_loc: 0.03358 time: 0.2066 data_time: 0.0200 lr: 2.5e-05 max_mem: 2506M r | 10.833 | | window | 4.119 | bookshelf | 4.331 | picture | 18.845 | | counter | 4.329 | desk | 8.709 | curtain | 9.586 | | refridgerator | 19.073 | shower curtain | 23.783 | toilet | 55.836 | | sink | 26.146 | bathtub | 31.275 | otherfurniture | 15.960 | [03/12 20:45:28 d2.engine.defaults]: Evaluation results for scannet_val in csv format: [03/12 20:45:28 d2.evaluation.testing]: copypaste: Task: bbox [03/12 20:45:28 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:45:28 d2.evaluation.testing]: copypaste: 26.3031,44.3284,27.1049,0.0000,2.7934,29.1677 [03/12 20:45:28 d2.evaluation.testing]: copypaste: Task: segm [03/12 20:45:28 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 20:45:28 d2.evaluation.testing]: copypaste: 19.3129,35.7962,18.5094,0.0000,1.3612,21.5293 [03/12 20:45:28 d2.utils.events]:  eta: 0:34:27 iter: 79999 total_loss: 0.9042 loss_cls: 0.1755 loss_box_reg: 0.3639 loss_mask: 0.2712 loss_rpn_cls: 0.01782 loss_rpn_loc: 0.03121 time: 0.2066 data_time: 0.0212 lr: 0.00025 max_mem: 2506M [03/12 20:45:33 d2.utils.events]:  eta: 0:34:24 iter: 80019 total_loss: 0.8759 loss_cls: 0.1752 loss_box_reg: 0.361 loss_mask: 0.2694 loss_rpn_cls: 0.0201 loss_rpn_loc: 0.0283 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:37 d2.utils.events]:  eta: 0:34:20 iter: 80039 total_loss: 0.9022 loss_cls: 0.1905 loss_box_reg: 0.3585 loss_mask: 0.2849 loss_rpn_cls: 0.02356 loss_rpn_loc: 0.02952 time: 0.2066 data_time: 0.0185 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:41 d2.utils.events]:  eta: 0:34:15 iter: 80059 total_loss: 0.8964 loss_cls: 0.2016 loss_box_reg: 0.3696 loss_mask: 0.28 loss_rpn_cls: 0.0216 loss_rpn_loc: 0.03041 time: 0.2066 data_time: 0.0211 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:45 d2.utils.events]:  eta: 0:34:10 iter: 80079 total_loss: 0.8711 loss_cls: 0.1732 loss_box_reg: 0.3556 loss_mask: 0.2789 loss_rpn_cls: 0.02174 loss_rpn_loc: 0.03358 time: 0.2066 data_time: 0.0200 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:49 d2.utils.events]:  eta: 0:34:03 iter: 80099 total_loss: 0.8993 loss_cls: 0.1819 loss_box_reg: 0.3737 loss_mask: 0.2943 loss_rpn_cls: 0.01937 loss_rpn_loc: 0.03144 time: 0.2066 data_time: 0.0168 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:53 d2.utils.events]:  eta: 0:33:59 iter: 80119 total_loss: 0.8573 loss_cls: 0.1781 loss_box_reg: 0.3457 loss_mask: 0.2823 loss_rpn_cls: 0.02025 loss_rpn_loc: 0.03015 time: 0.2066 data_time: 0.0193 lr: 2.5e-05 max_mem: 2506M [03/12 20:45:57 d2.utils.events]:  eta: 0:33:55 iter: 80139 total_loss: 0.8826 loss_cls: 0.1902 loss_box_reg: 0.3635 loss_mask: 0.2714 loss_rpn_cls: 0.01726 loss_rpn_loc: 0.02906 time: 0.2066 data_time: 0.0193 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:01 d2.utils.events]:  eta: 0:33:51 iter: 80159 total_loss: 0.9135 loss_cls: 0.209 loss_box_reg: 0.3526 loss_mask: 0.2765 loss_rpn_cls: 0.0205 loss_rpn_loc: 0.0347 time: 0.2066 data_time: 0.0196 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:06 d2.utils.events]:  eta: 0:33:45 iter: 80179 total_loss: 0.8963 loss_cls: 0.1843 loss_box_reg: 0.3615 loss_mask: 0.294 loss_rpn_cls: 0.01905 loss_rpn_loc: 0.02865 time: 0.2066 data_time: 0.0189 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:10 d2.utils.events]:  eta: 0:33:40 iter: 80199 total_loss: 0.89 loss_cls: 0.1954 loss_box_reg: 0.3638 loss_mask: 0.2779 loss_rpn_cls: 0.01908 loss_rpn_loc: 0.03024 time: 0.2066 data_time: 0.0204 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:14 d2.utils.events]:  eta: 0:33:36 iter: 80219 total_loss: 0.9473 loss_cls: 0.2016 loss_box_reg: 0.384 loss_mask: 0.2954 loss_rpn_cls: 0.02221 loss_rpn_loc: 0.03474 time: 0.2065 data_time: 0.0207 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:18 d2.utils.events]:  eta: 0:33:32 iter: 80239 total_loss: 0.9267 loss_cls: 0.1839 loss_box_reg: 0.3909 loss_mask: 0.2912 loss_rpn_cls: 0.0194 loss_rpn_loc: 0.03225 time: 0.2065 data_time: 0.0212 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:22 d2.utils.events]:  eta: 0:33:29 iter: 80259 total_loss: 0.8854 loss_cls: 0.1797 loss_box_reg: 0.3717 loss_mask: 0.2737 loss_rpn_cls: 0.0216 loss_rpn_loc: 0.03516 time: 0.2065 data_time: 0.0220 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:26 d2.utils.events]:  eta: 0:33:25 iter: 80279 total_loss: 0.9156 loss_cls: 0.1824 loss_box_reg: 0.3697 loss_mask: 0.2923 loss_rpn_cls: 0.02063 loss_rpn_loc: 0.03724 time: 0.2065 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:30 d2.utils.events]:  eta: 0:33:22 iter: 80299 total_loss: 0.8886 loss_cls: 0.163 loss_box_reg: 0.3624 loss_mask: 0.2782 loss_rpn_cls: 0.01863 loss_rpn_loc: 0.02863 time: 0.2066 data_time: 0.0219 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:35 d2.utils.events]:  eta: 0:33:18 iter: 80319 total_loss: 0.8386 loss_cls: 0.1592 loss_box_reg: 0.3515 loss_mask: 0.2686 loss_rpn_cls: 0.02133 loss_rpn_loc: 0.03172 time: 0.2066 data_time: 0.0228 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:39 d2.utils.events]:  eta: 0:33:14 iter: 80339 total_loss: 0.9056 loss_cls: 0.1974 loss_box_reg: 0.3686 loss_mask: 0.2825 loss_rpn_cls: 0.02426 loss_rpn_loc: 0.03469 time: 0.2065 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:43 d2.utils.events]:  eta: 0:33:11 iter: 80359 total_loss: 0.8638 loss_cls: 0.1848 loss_box_reg: 0.3464 loss_mask: 0.2792 loss_rpn_cls: 0.01828 loss_rpn_loc: 0.03155 time: 0.2066 data_time: 0.0221 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:47 d2.utils.events]:  eta: 0:33:08 iter: 80379 total_loss: 0.8838 loss_cls: 0.1827 loss_box_reg: 0.3476 loss_mask: 0.2855 loss_rpn_cls: 0.01872 loss_rpn_loc: 0.03474 time: 0.2066 data_time: 0.0219 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:51 d2.utils.events]:  eta: 0:33:04 iter: 80399 total_loss: 0.9405 loss_cls: 0.1961 loss_box_reg: 0.3796 loss_mask: 0.3 loss_rpn_cls: 0.02117 loss_rpn_loc: 0.03816 time: 0.2066 data_time: 0.0227 lr: 2.5e-05 max_mem: 2506M [03/12 20:46:56 d2.utils.events]:  eta: 0:33:01 iter: 80419 total_loss: 0.8764 loss_cls: 0.1796 loss_box_reg: 0.3634 loss_mask: 0.2844 loss_rpn_cls: 0.02084 loss_rpn_loc: 0.03299 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:00 d2.utils.events]:  eta: 0:32:57 iter: 80439 total_loss: 0.9485 loss_cls: 0.2071 loss_box_reg: 0.3942 loss_mask: 0.2971 loss_rpn_cls: 0.02104 loss_rpn_loc: 0.03199 time: 0.2066 data_time: 0.0238 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:04 d2.utils.events]:  eta: 0:32:52 iter: 80459 total_loss: 0.8435 loss_cls: 0.1832 loss_box_reg: 0.3636 loss_mask: 0.2724 loss_rpn_cls: 0.01934 loss_rpn_loc: 0.03053 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:08 d2.utils.events]:  eta: 0:32:49 iter: 80479 total_loss: 0.927 loss_cls: 0.2004 loss_box_reg: 0.3769 loss_mask: 0.2819 loss_rpn_cls: 0.02048 loss_rpn_loc: 0.03291 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:12 d2.utils.events]:  eta: 0:32:43 iter: 80499 total_loss: 0.8854 loss_cls: 0.1763 loss_box_reg: 0.3807 loss_mask: 0.2676 loss_rpn_cls: 0.01937 loss_rpn_loc: 0.03047 time: 0.2066 data_time: 0.0243 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:16 d2.utils.events]:  eta: 0:32:39 iter: 80519 total_loss: 0.8953 loss_cls: 0.1926 loss_box_reg: 0.3689 loss_mask: 0.2861 loss_rpn_cls: 0.02264 loss_rpn_loc: 0.03125 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:20 d2.utils.events]:  eta: 0:32:36 iter: 80539 total_loss: 0.8665 loss_cls: 0.181 loss_box_reg: 0.3529 loss_mask: 0.266 loss_rpn_cls: 0.01863 loss_rpn_loc: 0.03271 time: 0.2066 data_time: 0.0248 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:25 d2.utils.events]:  eta: 0:32:31 iter: 80559 total_loss: 0.9199 loss_cls: 0.1843 loss_box_reg: 0.3727 loss_mask: 0.2829 loss_rpn_cls: 0.02243 loss_rpn_loc: 0.03075 time: 0.2066 data_time: 0.0250 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:29 d2.utils.events]:  eta: 0:32:28 iter: 80579 total_loss: 0.9189 loss_cls: 0.2044 loss_box_reg: 0.3937 loss_mask: 0.294 loss_rpn_cls: 0.02016 loss_rpn_loc: 0.03313 time: 0.2066 data_time: 0.0245 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:33 d2.utils.events]:  eta: 0:32:24 iter: 80599 total_loss: 0.8726 loss_cls: 0.1768 loss_box_reg: 0.3456 loss_mask: 0.2771 loss_rpn_cls: 0.02027 loss_rpn_loc: 0.03395 time: 0.2066 data_time: 0.0245 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:37 d2.utils.events]:  eta: 0:32:19 iter: 80619 total_loss: 0.8692 loss_cls: 0.1874 loss_box_reg: 0.3513 loss_mask: 0.2789 loss_rpn_cls: 0.01965 loss_rpn_loc: 0.03227 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:41 d2.utils.events]:  eta: 0:32:15 iter: 80639 total_loss: 0.8891 loss_cls: 0.1661 loss_box_reg: 0.3644 loss_mask: 0.2879 loss_rpn_cls: 0.01958 loss_rpn_loc: 0.03042 time: 0.2066 data_time: 0.0248 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:45 d2.utils.events]:  eta: 0:32:12 iter: 80659 total_loss: 0.8931 loss_cls: 0.1819 loss_box_reg: 0.3683 loss_mask: 0.2846 loss_rpn_cls: 0.02026 loss_rpn_loc: 0.03359 time: 0.2066 data_time: 0.0244 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:50 d2.utils.events]:  eta: 0:32:07 iter: 80679 total_loss: 0.9141 loss_cls: 0.1868 loss_box_reg: 0.3748 loss_mask: 0.2782 loss_rpn_cls: 0.01911 loss_rpn_loc: 0.03246 time: 0.2066 data_time: 0.0230 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:54 d2.utils.events]:  eta: 0:32:01 iter: 80699 total_loss: 0.924 loss_cls: 0.2047 loss_box_reg: 0.3794 loss_mask: 0.2946 loss_rpn_cls: 0.01931 loss_rpn_loc: 0.03227 time: 0.2066 data_time: 0.0225 lr: 2.5e-05 max_mem: 2506M [03/12 20:47:58 d2.utils.events]:  eta: 0:31:57 iter: 80719 total_loss: 0.8887 loss_cls: 0.1765 loss_box_reg: 0.3635 loss_mask: 0.2817 loss_rpn_cls: 0.01949 loss_rpn_loc: 0.03437 time: 0.2066 data_time: 0.0205 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:02 d2.utils.events]:  eta: 0:31:52 iter: 80739 total_loss: 0.8825 loss_cls: 0.1751 loss_box_reg: 0.3663 loss_mask: 0.2806 loss_rpn_cls: 0.02126 loss_rpn_loc: 0.03439 time: 0.2066 data_time: 0.0189 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:06 d2.utils.events]:  eta: 0:31:47 iter: 80759 total_loss: 0.8886 loss_cls: 0.1945 loss_box_reg: 0.3638 loss_mask: 0.2809 loss_rpn_cls: 0.02048 loss_rpn_loc: 0.03124 time: 0.2066 data_time: 0.0187 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:10 d2.utils.events]:  eta: 0:31:43 iter: 80779 total_loss: 0.8859 loss_cls: 0.1897 loss_box_reg: 0.3678 loss_mask: 0.2883 loss_rpn_cls: 0.02032 loss_rpn_loc: 0.02974 time: 0.2066 data_time: 0.0214 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:15 d2.utils.events]:  eta: 0:31:40 iter: 80799 total_loss: 0.9383 loss_cls: 0.21 loss_box_reg: 0.3862 loss_mask: 0.2975 loss_rpn_cls: 0.02158 loss_rpn_loc: 0.03497 time: 0.2066 data_time: 0.0233 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:19 d2.utils.events]:  eta: 0:31:35 iter: 80819 total_loss: 0.8586 loss_cls: 0.1911 loss_box_reg: 0.3672 loss_mask: 0.2722 loss_rpn_cls: 0.02023 loss_rpn_loc: 0.03155 time: 0.2066 data_time: 0.0228 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:23 d2.utils.events]:  eta: 0:31:31 iter: 80839 total_loss: 0.9002 loss_cls: 0.1853 loss_box_reg: 0.3685 loss_mask: 0.2887 loss_rpn_cls: 0.02076 loss_rpn_loc: 0.03204 time: 0.2066 data_time: 0.0209 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:27 d2.utils.events]:  eta: 0:31:26 iter: 80859 total_loss: 0.9145 loss_cls: 0.1973 loss_box_reg: 0.3735 loss_mask: 0.2839 loss_rpn_cls: 0.02338 loss_rpn_loc: 0.03573 time: 0.2066 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 20:48:31 d2.utils.events]:  eta: 0:31:22 iter: 80879 total_loss: 0.8939 loss_cls: 0.1866 loss_box_reg: 0.3638 loss_mask: 0.2878 loss_rpn_cls: 0.01871 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d2.utils.events]:  eta: 0:29:23 iter: 81479 total_loss: 0.8707 loss_cls: 0.1743 loss_box_reg: 0.3617 loss_mask: 0.2734 loss_rpn_cls: 0.0176 loss_rpn_loc: 0.03173 time: 0.2066 data_time: 0.0224 lr: 2.5e-05 max_mem: 2506M [03/12 20:50:41 d2.utils.events]:  eta: 0:29:19 iter: 81499 total_loss: 0.9325 loss_cls: 0.2048 loss_box_reg: 0.3758 loss_mask: 0.2918 loss_rpn_cls: 0.02275 loss_rpn_loc: 0.02933 time: 0.2066 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 20:50:45 d2.utils.events]:  eta: 0:29:14 iter: 81519 total_loss: 0.9327 loss_cls: 0.1976 loss_box_reg: 0.3682 loss_mask: 0.2896 loss_rpn_cls: 0.01751 loss_rpn_loc: 0.03091 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 20:50:49 d2.utils.events]:  eta: 0:29:10 iter: 81539 total_loss: 0.817 loss_cls: 0.1815 loss_box_reg: 0.3348 loss_mask: 0.2697 loss_rpn_cls: 0.01691 loss_rpn_loc: 0.03067 time: 0.2066 data_time: 0.0230 lr: 2.5e-05 max_mem: 2506M [03/12 20:50:53 d2.utils.events]:  eta: 0:29:06 iter: 81559 total_loss: 0.8869 loss_cls: 0.1885 loss_box_reg: 0.3739 loss_mask: 0.2793 loss_rpn_cls: 0.02069 loss_rpn_loc: 0.0311 time: 0.2066 data_time: 0.0226 lr: 2.5e-05 max_mem: 2506M [03/12 20:50:57 d2.utils.events]:  eta: 0:29:01 it 0.1807 loss_box_reg: 0.3513 loss_mask: 0.2868 loss_rpn_cls: 0.02038 loss_rpn_loc: 0.03278 time: 0.2066 data_time: 0.0235 lr: 2.5e-05 max_mem: 2506M [03/12 20:51:01] d2.utils.events INFO: eta: 0:28:57 iter: 81599 total_loss: 0.8507 loss_cls: 0.1845 loss_box_reg: 0.3517 loss_mask: 0.2739 loss_rpn_cls: 0.01985 loss_rpn_loc: 0.03107 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 20:51:06] d2.utils.events INFO: eta: 0:28:53 iter: 81619 total_loss: 0.8879 loss_cls: 0.184 loss_box_reg: 0.3836 loss_mask: 0.2899 loss_rpn_cls: 0.01942 loss_rpn_loc: 0.03173 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 20:51:10] d2.utils.events INFO: eta: 0:28:49 iter: 81639 total_loss: 0.8521 loss_cls: 0.1802 loss_box_reg: 0.3493 loss_mask: 0.2736 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[03/12 20:56:05 d2.utils.events]:  eta: 0:23:53 iter: 83059 total_loss: 0.8821 loss_cls: 0.1939 loss_box_reg: 0.3591 loss_mask: 0.2785 loss_rpn_cls: 0.01965 loss_rpn_loc: 0.03154 time: 0.2066 data_time: 0.0219 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:09 d2.utils.events]:  eta: 0:23:49 iter: 83079 total_loss: 0.8992 loss_cls: 0.1734 loss_box_reg: 0.3649 loss_mask: 0.3058 loss_rpn_cls: 0.02052 loss_rpn_loc: 0.03013 time: 0.2066 data_time: 0.0221 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:13 d2.utils.events]:  eta: 0:23:45 iter: 83099 total_loss: 0.8771 loss_cls: 0.1821 loss_box_reg: 0.3621 loss_mask: 0.2685 loss_rpn_cls: 0.01823 loss_rpn_loc: 0.03206 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:17 d2.utils.events]:  eta: 0:23:41 iter: 83119 total_loss: 0.8964 loss_cls: 0.1848 loss_box_reg: 0.3564 loss_mask: 0.2746 loss_rpn_cls: 0.02269 loss_rpn_loc: 0.03421 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:21 d2.utils.events]:  eta: 0:23:37 iter: 83139 total_loss: 0.8651 loss_cls: 0.1715 loss_box_reg: 0.3591 loss_mask: 0.2878 loss_rpn_cls: 0.02216 loss_rpn_loc: 0.03275 time: 0.2066 data_time: 0.0234 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:25 d2.utils.events]:  eta: 0:23:33 iter: 83159 total_loss: 0.8596 loss_cls: 0.1817 loss_box_reg: 0.3504 loss_mask: 0.2722 loss_rpn_cls: 0.01864 loss_rpn_loc: 0.03166 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:29 d2.ut904 loss_cls: 0.1639 loss_box_reg: 0.3687 loss_mask: 0.2867 loss_rpn_cls: 0.02063 loss_rpn_loc: 0.03106 time: 0.2066 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:33] d2.utils.events INFO: eta: 0:23:24 iter: 83199 total_loss: 0.9087 loss_cls: 0.1951 loss_box_reg: 0.3733 loss_mask: 0.2945 loss_rpn_cls: 0.01988 loss_rpn_loc: 0.03016 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 20:56:38] d2.utils.events INFO: eta: 0:23:20 iter: 83219 total_loss: 0.9219 loss_cls: 0.1989 loss_box_reg: 0.3645 loss_mask: 0.2954 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[03/12 20:57:32] d2.utils.events INFO: eta: 0:22:27 iter: 83479 total_loss: 0.8458 loss_cls: 0.1828 loss_box_reg: 0.344 loss_mask: 0.2718 loss_rpn_cls: 0.01567 loss_rpn_loc: 0.02907 time: 0.2066 data_time: 0.0425 lr: 2.5e-05 max_mem: 2506M [03/12 20:57:36] d2.utils.events INFO: eta: 0:22:23 iter: 83499 total_loss: 0.918 loss_cls: 0.1987 loss_box_reg: 0.3728 loss_mask: 0.27 loss_rpn_cls: 0.01956 loss_rpn_loc: 0.03301 time: 0.2066 data_time: 0.0249 lr: 2.5e-05 max_mem: 2506M [03/12 20:57:41] d2.utils.events INFO: eta: 0:22:20 iter: 83519 total_loss: 0.8594 loss_cls: 0.189 loss_box_reg: 0.3602 loss_mask: 0.2775 loss_rpn_cls: 0.01779 loss_rpn_loc: 0.03051 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 20:57:45] d2.utils.events INFO: eta: 0:22:16 iter: 83539 total_loss: 0.879 loss_cls: 0.1854 loss_box_reg: 0.376 loss_mask: 0.2861 loss_rpn_cls: 0.0173 loss_rpn_loc: 0.02847 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 20:57:49] d2.utils.events INFO: eta: 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d2.utils.events]:  eta: 0:18:44 iter: 84559 total_loss: 0.9484 loss_cls: 0.1936 loss_box_reg: 0.3783 loss_mask: 0.2874 loss_rpn_cls: 0.01978 loss_rpn_loc: 0.03539 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:21 d2.utils.events]:  eta: 0:18:40 iter: 84579 total_loss: 0.8875 loss_cls: 0.179 loss_box_reg: 0.3567 loss_mask: 0.2951 loss_rpn_cls: 0.02169 loss_rpn_loc: 0.03566 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:25 d2.utils.events]:  eta: 0:18:36 iter: 84599 total_loss: 0.8788 loss_cls: 0.1803 loss_box_reg: 0.3629 loss_mask: 0.2823 loss_rpn_cls: 0.02096 loss_rpn_loc: 0.03014 time: 0.2066 data_time: 0.0238 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:30 d2.utils.events]:  eta: 0:18:32 iter: 84619 total_loss: 0.8733 loss_cls: 0.1864 loss_box_reg: 0.3704 loss_mask: 0.2814 loss_rpn_cls: 0.02035 loss_rpn_loc: 0.03379 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:34 d2.utils.events]:  eta: 0:18:28 iter: 84639 total_loss: 0.8541 loss_cls: 0.1707 loss_box_reg: 0.342 loss_mask: 0.279 loss_rpn_cls: 0.01892 loss_rpn_loc: 0.02958 time: 0.2066 data_time: 0.0321 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:38 d2.utils.events]:  eta: 0:18:23 iter: 84659 total_loss: 0.8651 loss_cls: 0.1912 loss_box_reg: 0.3512 loss_mask: 0.2769 loss_rpn_cls: 0.0196 loss_rpn_loc: 0.03341 time: 0.2066 data_time: 0.0225 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:42 d2.utils.events]:  eta: 0:18:19 iter: 84679 total_loss: 0.8559 loss_cls: 0.1986 loss_box_reg: 0.3507 loss_mask: 0.2789 loss_rpn_cls: 0.01816 loss_rpn_loc: 0.03074 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:46 d2.utils.events]:  eta: 0:18:14 iter: 84699 total_loss: 0.8569 loss_cls: 0.1806 loss_box_reg: 0.3496 loss_mask: 0.2759 loss_rpn_cls: 0.01882 loss_rpn_loc: 0.03252 time: 0.2066 data_time: 0.0200 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:50 d2.utils.events]:  eta: 0:18:09 iter: 84719 total_loss: 0.8623 loss_cls: 0.1764 loss_box_reg: 0.3647 loss_mask: 0.2799 loss_rpn_cls: 0.02157 loss_rpn_loc: 0.03206 time: 0.2066 data_time: 0.0195 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:55 d2.utils.events]:  eta: 0:18:05 iter: 84739 total_loss: 0.9053 loss_cls: 0.2004 loss_box_reg: 0.3607 loss_mask: 0.2787 loss_rpn_cls: 0.02202 loss_rpn_loc: 0.03359 time: 0.2066 data_time: 0.0202 lr: 2.5e-05 max_mem: 2506M [03/12 21:01:59 d2.utils.events]:  eta: 0:18:01 iter: 84759 total_loss: 0.8866 loss_cls: 0.1968 loss_box_reg: 0.3748 loss_mask: 0.2723 loss_rpn_cls: 0.01797 loss_rpn_loc: 0.03094 time: 0.2066 data_time: 0.0171 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:03 d2.utils.events]:  eta: 0:17:57 iter: 84779 total_loss: 0.871 loss_cls: 0.1838 loss_box_reg: 0.3685 loss_mask: 0.2616 loss_rpn_cls: 0.01859 loss_rpn_loc: 0.03437 time: 0.2066 data_time: 0.0191 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:07 d2.utils.events]:  eta: 0:17:52 iter: 84799 total_loss: 0.8896 loss_cls: 0.1903 loss_box_reg: 0.3618 loss_mask: 0.2794 loss_rpn_cls: 0.02287 loss_rpn_loc: 0.03304 time: 0.2066 data_time: 0.0203 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:11 d2.utils.events]:  eta: 0:17:48 iter: 84819 total_loss: 0.9033 loss_cls: 0.1831 loss_box_reg: 0.3682 loss_mask: 0.2979 loss_rpn_cls: 0.01811 loss_rpn_loc: 0.034 time: 0.2066 data_time: 0.0233 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:15 d2.utils.events]:  eta: 0:17:44 iter: 84839 total_loss: 0.8809 loss_cls: 0.1841 loss_box_reg: 0.3631 loss_mask: 0.2809 loss_rpn_cls: 0.0203 loss_rpn_loc: 0.03141 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:19 d2.utils.events]:  eta: 0:17:40 iter: 84859 total_loss: 0.8563 loss_cls: 0.1861 loss_box_reg: 0.3493 loss_mask: 0.2773 loss_rpn_cls: 0.01808 loss_rpn_loc: 0.03459 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:24 d2.utils.events]:  eta: 0:17:36 iter: 84879 total_loss: 0.8827 loss_cls: 0.1847 loss_box_reg: 0.3401 loss_mask: 0.2726 loss_rpn_cls: 0.01787 loss_rpn_loc: 0.0272 time: 0.2066 data_time: 0.0235 lr: 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d2.utils.events]:  eta: 0:17:17 iter: 84979 total_loss: 0.8779 loss_cls: 0.177 loss_box_reg: 0.3772 loss_mask: 0.2735 loss_rpn_cls: 0.01825 loss_rpn_loc: 0.03001 time: 0.2066 data_time: 0.0219 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:48 fvcore.common.checkpoint]: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0084999.pth [03/12 21:02:49 d2.utils.events]:  eta: 0:17:13 iter: 84999 total_loss: 0.8906 loss_cls: 0.1766 loss_box_reg: 0.3762 loss_mask: 0.2879 loss_rpn_cls: 0.01907 loss_rpn_loc: 0.03167 time: 0.2066 data_time: 0.0213 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:54 d2.utils.events]:  eta: 0:17:09 iter: 85019 total_loss: 0.86 loss_cls: 0.176 loss_box_reg: 0.3499 loss_mask: 0.2736 loss_rpn_cls: 0.01921 loss_rpn_loc: 0.03499 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 21:02:58 d2.utils.events]:  eta: 0:17:04 iter: 85039 total_loss: 0.8937 loss_cls: 0.1904 loss_box_reg: 0.3623 loss_mask: 0.2815 loss_rpn_cls: 0.01691 loss_rpn_loc: 0.03073 time: 0.2066 data_time: 0.0230 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:02 d2.utils.events]:  eta: 0:17:00 iter: 85059 total_loss: 0.8682 loss_cls: 0.1881 loss_box_reg: 0.3659 loss_mask: 0.2596 loss_rpn_cls: 0.01788 loss_rpn_loc: 0.03071 time: 0.2066 data_time: 0.0201 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:06 d2.utils.events]:  eta: 0:16:55 iter: 85079 total_loss: 0.8887 loss_cls: 0.1822 loss_box_reg: 0.3643 loss_mask: 0.2735 loss_rpn_cls: 0.02145 loss_rpn_loc: 0.03723 time: 0.2066 data_time: 0.0217 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:10 d2.utils.events]:  eta: 0:16:51 iter: 85099 total_loss: 0.837 loss_cls: 0.1643 loss_box_reg: 0.3489 loss_mask: 0.2733 loss_rpn_cls: 0.02091 loss_rpn_loc: 0.034 time: 0.2066 data_time: 0.0220 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:14 d2.utils.events]:  eta: 0:16:47 iter: 85119 total_loss: 0.9041 loss_cls: 0.1907 loss_box_reg: 0.3818 loss_mask: 0.2775 loss_rpn_cls: 0.01734 loss_rpn_loc: 0.02939 time: 0.2066 data_time: 0.0227 lr: 2.5e-05 max_mem: 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0:16:26 iter: 85219 total_loss: 0.9159 loss_cls: 0.1762 loss_box_reg: 0.3743 loss_mask: 0.2891 loss_rpn_cls: 0.01949 loss_rpn_loc: 0.03143 time: 0.2066 data_time: 0.0238 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:39 d2.utils.events]:  eta: 0:16:22 iter: 85239 total_loss: 0.8821 loss_cls: 0.1818 loss_box_reg: 0.3518 loss_mask: 0.2746 loss_rpn_cls: 0.02144 loss_rpn_loc: 0.03268 time: 0.2066 data_time: 0.0234 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:43 d2.utils.events]:  eta: 0:16:18 iter: 85259 total_loss: 0.8572 loss_cls: 0.1844 loss_box_reg: 0.3542 loss_mask: 0.2815 loss_rpn_cls: 0.01746 loss_rpn_loc: 0.03127 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:47 d2.utils.events]:  eta: 0:16:14 iter: 85279 total_loss: 0.8775 loss_cls: 0.1869 loss_box_reg: 0.3569 loss_mask: 0.2869 loss_rpn_cls: 0.01691 loss_rpn_loc: 0.03375 time: 0.2066 data_time: 0.0249 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:51 d2.utils.events]:  eta: 0:16:09 iter: 85299 total_loss: 0.8857 loss_cls: 0.1828 loss_box_reg: 0.3619 loss_mask: 0.2844 loss_rpn_cls: 0.02111 loss_rpn_loc: 0.02967 time: 0.2066 data_time: 0.0254 lr: 2.5e-05 max_mem: 2506M [03/12 21:03:56 d2.utils.events]:  eta: 0:16:05 iter: 85319 total_loss: 0.9318 loss_cls: 0.2083 loss_box_reg: 0.3764 loss_mask: 0.2921 loss_rpn_cls: 0.0206 loss_rpn_loc: 0.03226 time: 0.2066 data_time: 0.0239 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:00 d2.utils.events]:  eta: 0:16:01 iter: 85339 total_loss: 0.8563 loss_cls: 0.1909 loss_box_reg: 0.3512 loss_mask: 0.269 loss_rpn_cls: 0.01702 loss_rpn_loc: 0.03194 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:04 d2.utils.events]:  eta: 0:15:57 iter: 85359 total_loss: 0.9751 loss_cls: 0.2138 loss_box_reg: 0.3842 loss_mask: 0.2926 loss_rpn_cls: 0.02292 loss_rpn_loc: 0.03588 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:08 d2.utils.events]:  eta: 0:15:52 iter: 85379 total_loss: 0.8866 loss_cls: 0.1734 loss_box_reg: 0.3765 loss_mask: 0.2854 loss_rpn_cls: 0.02054 loss_rpn_loc: 0.03545 time: 0.2066 data_time: 0.0228 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:12 d2.utils.events]:  eta: 0:15:48 iter: 85399 total_loss: 0.8505 loss_cls: 0.176reg: 0.3556 loss_mask: 0.2658 loss_rpn_cls: 0.01859 loss_rpn_loc: 0.03085 time: 0.2066 data_time: 0.0224 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:16] d2.utils.events INFO: eta: 0:15:44 iter: 85419 total_loss: 0.863 loss_cls: 0.1781 loss_box_reg: 0.3608 loss_mask: 0.2868 loss_rpn_cls: 0.0199 loss_rpn_loc: 0.03456 time: 0.2066 data_time: 0.0221 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:20] d2.utils.events INFO: eta: 0:15:40 iter: 85439 total_loss: 0.9043 loss_cls: 0.1887 loss_box_reg: 0.3572 loss_mask: 0.2831 loss_rpn_cls: 0.01871 loss_rpn_loc: 0.0366 time: 0.2066 data_time: 0.0205 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:24] d2.utils.events INFO: eta: 0:15:36 iter: 85459 total_loss: 0.8321 loss_cls: 0.1742 loss_box_reg: 0.3397 loss_mask: 0.2759 loss_rpn_cls: 0.01841 loss_rpn_loc: 0.02987 time: 0.2066 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:29] d2.utils.events INFO: eta: 0:15:31 iter: 85479 total_loss: 0.8741 loss_cls: 0.179 loss_box_reg: 0.3576 loss_mask: 0.2739 loss_rpn_cls: 0.01662 loss_rpn_loc: 0.02844 time: 0.2066 data_time: 0.0220 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:33] d2.utils.events INFO: eta: 0:15:27 iter: 85499 total_loss: 0.9117 loss_cls: 0.1806 loss_box_reg: 0.3807 loss_mask: 0.2891 loss_rpn_cls: 0.02136 loss_rpn_loc: 0.02873 time: 0.2066 data_time: 0.0212 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:37] d2.utils.events INFO: eta: 0:15:22 iter: 85519 total_loss: 0.8342 loss_cls: 0.1745 loss_box_reg: 0.3613 loss_mask: 0.2739 loss_rpn_cls: 0.01942 loss_rpn_loc: 0.02843 time: 0.2066 data_time: 0.0207 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:41] d2.utils.events INFO: eta: 0:15:18 iter: 85539 total_loss: 0.878 loss_cls: 0.1867 loss_box_reg: 0.3643 loss_mask: 0.2733 loss_rpn_cls: 0.02194 loss_rpn_loc: 0.03123 time: 0.2066 data_time: 0.0206 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:45] d2.utils.events INFO: eta: 0:15:14 iter: 85559 total_loss: 0.9057 loss_cls: 0.1905 loss_box_reg: 0.3593 loss_mask: 0.2925 loss_rpn_cls: 0.02037 loss_rpn_loc: 0.03011 time: 0.2066 data_time: 0.0220 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:49] d2.utils.events INFO: eta: 0:15:09 iter: 85579 total_loss: 0.8845 loss_cls: 0.1818 loss_box_reg: 0.3657 loss_mask: 0.2734 loss_rpn_cls: 0.01839 loss_rpn_loc: 0.02876 time: 0.2066 data_time: 0.0213 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:53] d2.utils.events INFO: eta: 0:15:05 iter: 85599 total_loss: 0.9218 loss_cls: 0.1908 loss_box_reg: 0.3742 loss_mask: 0.2927 loss_rpn_cls: 0.02082 loss_rpn_loc: 0.03115 time: 0.2066 data_time: 0.0219 lr: 2.5e-05 max_mem: 2506M [03/12 21:04:58] d2.utils.events INFO: eta: 0:15:01 iter: 85619 total_loss: 0.897 loss_cls: 0.1903 loss_box_reg: 0.3738 loss_mask: 0.2864 loss_rpn_cls: 0.02012 loss_rpn_loc: 0.03354 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 21:05:02] d2.utils.events INFO: eta: 0:14:56 iter: 85639 total_loss: 0.8436 loss_cls: 0.1817 loss_box_reg: 0.3387 loss_mask: 0.281 loss_rpn_cls: 0.019 loss_rpn_loc: 0.03476 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 21:05:06] d2.utils.events INFO: eta: 0:14:53 iter: 85659 total_loss: 0.8694 loss_cls: 0.1778 loss_box_reg: 0.3549 loss_mask: 0.2783 loss_rpn_cls: 0.01972 loss_rpn_loc: 0.03444 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 21:05:10] d2.utils.events INFO: eta: 0:14:49 iter: 85679 total_loss: 0.9166 loss_cls: 0.2078 loss_box_reg: 0.382 loss_mask: 0.2876 loss_rpn_cls: 0.02112 loss_rpn_loc: 0.03306 time: 0.2066 data_time: 0.0224 lr: 2.5e-05 max_mem: 2506M [03/12 21:05:14] d2.utils.events INFO: eta: 0:14:45 iter: 85699 total_loss: 0.8825 loss_cls: 0.1844 loss_box_reg: 0.3677 loss_mask: 0.2881 loss_rpn_cls: 0.0201 loss_rpn_loc: 0.02927 time: 0.2066 data_time: 0.0227 lr: 2.5e-05 max_mem: 2506M [03/12 21:05:18] d2.utils.events INFO: eta: 0:14:41 iter: 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d2.utils.events]:  eta: 0:13:32 iter: 86059 total_loss: 0.8871 loss_cls: 0.1872 loss_box_reg: 0.3765 loss_mask: 0.2906 loss_rpn_cls: 0.0181 loss_rpn_loc: 0.02861 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 21:06:33 d2.utils.events]:  eta: 0:13:28 iter: 86079 total_loss: 0.8874 loss_cls: 0.1766 loss_box_reg: 0.3666 loss_mask: 0.2812 loss_rpn_cls: 0.0203 loss_rpn_loc: 0.03419 time: 0.2066 data_time: 0.0213 lr: 2.5e-05 max_mem: 2506M [03/12 21:06:38 d2.utils.events]:  eta: 0:13:24 iter: 86099 total_loss: 0.8931 loss_cls: 0.186 loss_box_reg: 0.3558 loss_mask: 0.2903 loss_rpn_cls: 0.01862 loss_rpn_loc: 0.03313 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:06:42 d2.utils.events]:  eta: 0:13:20 iter: 86119 total_loss: 0.9187 loss_cls: 0.1853 loss_box_reg: 0.3889 loss_mask: 0.2927 loss_rpn_cls: 0.02216 loss_rpn_loc: 0.02934 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:06:46 d2.utils.events]:  eta: 0:13:16 iter: 86139 total_loss: 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iter: 86899 total_loss: 0.8629 loss_cls: 0.1831 loss_box_reg: 0.3408 loss_mask: 0.2826 loss_rpn_cls: 0.01921 loss_rpn_loc: 0.03274 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:28 d2.utils.events]:  eta: 0:10:34 iter: 86919 total_loss: 0.9016 loss_cls: 0.1827 loss_box_reg: 0.3693 loss_mask: 0.2812 loss_rpn_cls: 0.02153 loss_rpn_loc: 0.03781 time: 0.2066 data_time: 0.0235 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:32 d2.utils.events]:  eta: 0:10:30 iter: 86939 total_loss: 0.8998 loss_cls: 0.1931 loss_box_reg: 0.3574 loss_mask: 0.2804 loss_rpn_cls: 0.02073 loss_rpn_loc: 0.03472 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:36 d2.utils.events]:  eta: 0:10:26 iter: 86959 total_loss: 0.7968 loss_cls: 0.1526 loss_box_reg: 0.3229 loss_mask: 0.2764 loss_rpn_cls: 0.01428 loss_rpn_loc: 0.02682 time: 0.2066 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:40 d2.utils.events]:  eta: 0:10:22 iter: 86979 total_loss: 0.8723 loss_cls: 0.1798 loss_box_reg: 0.3557 loss_mask: 0.2683 loss_rpn_cls: 0.02151 loss_rpn_loc: 0.03279 time: 0.2066 data_time: 0.0227 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:44 d2.utils.events]:  eta: 0:10:18 iter: 8696 data_time: 0.0312 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:48] d2.utils.events INFO: eta: 0:10:13 iter: 87019 total_loss: 0.8823 loss_cls: 0.1879 loss_box_reg: 0.357 loss_mask: 0.271 loss_rpn_cls: 0.0208 loss_rpn_loc: 0.03417 time: 0.2066 data_time: 0.0215 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:53] d2.utils.events INFO: eta: 0:10:09 iter: 87039 total_loss: 0.8937 loss_cls: 0.1766 loss_box_reg: 0.3678 loss_mask: 0.2899 loss_rpn_cls: 0.01904 loss_rpn_loc: 0.03175 time: 0.2066 data_time: 0.0221 lr: 2.5e-05 max_mem: 2506M [03/12 21:09:57] d2.utils.events INFO: eta: 0:10:05 iter: 87059 total_loss: 0.8601 loss_cls: 0.1784 loss_box_reg: 0.3503 loss_mask: 0.2881 loss_rpn_cls: 0.01906 loss_rpn_loc: 0.03419 time: 0.2066 data_time: 0.0232 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:01] d2.utils.events INFO: eta: 0:10:02 iter: 87079 total_loss: 0.9336 loss_cls: 0.195 loss_box_reg: 0.3674 loss_mask: 0.2882 loss_rpn_cls: 0.02262 loss_rpn_loc: 0.03315 time: 0.2066 data_time: 0.0246 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:05] d2.utils.events INFO: eta: 0:09:58 iter: 87099 total_loss: 0.8908 loss_cls: 0.1788 loss_box_reg: 0.3587 loss_mask: 0.2872 loss_rpn_cls: 0.01899 loss_rpn_loc: 0.03137 time: 0.2066 data_time: 0.0247 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:09] d2.utils.events INFO: eta: 0:09:53 iter: 87119 total_loss: 0.8838 loss_cls: 0.1826 loss_box_reg: 0.3697 loss_mask: 0.2813 loss_rpn_cls: 0.02085 loss_rpn_loc: 0.0339 time: 0.2066 data_time: 0.0238 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:13] d2.utils.events INFO: eta: 0:09:49 iter: 87139 total_loss: 0.8621 loss_cls: 0.1818 loss_box_reg: 0.3572 loss_mask: 0.2802 loss_rpn_cls: 0.0213 loss_rpn_loc: 0.03475 time: 0.2066 data_time: 0.0235 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:17] d2.utils.events INFO: eta: 0:09:45 iter: 87159 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loss_box_reg: 0.366 loss_mask: 0.2843 loss_rpn_cls: 0.0198 loss_rpn_loc: 0.0311 time: 0.2066 data_time: 0.0221 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:38] d2.utils.events INFO: eta: 0:09:25 iter: 87259 total_loss: 0.8747 loss_cls: 0.1878 loss_box_reg: 0.3567 loss_mask: 0.2901 loss_rpn_cls: 0.02034 loss_rpn_loc: 0.03436 time: 0.2066 data_time: 0.0208 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:42] d2.utils.events INFO: eta: 0:09:20 iter: 87279 total_loss: 0.8888 loss_cls: 0.1782 loss_box_reg: 0.3579 loss_mask: 0.2734 loss_rpn_cls: 0.02043 loss_rpn_loc: 0.03342 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:46] d2.utils.events INFO: eta: 0:09:16 iter: 87299 total_loss: 0.884 loss_cls: 0.1709 loss_box_reg: 0.3788 loss_mask: 0.2833 loss_rpn_cls: 0.01996 loss_rpn_loc: 0.03491 time: 0.2066 data_time: 0.0220 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:51] d2.utils.events INFO: eta: 0:09:12 iter: 87319 total_loss: 0.9138 loss_cls: 0.1694 loss_box_reg: 0.3752 loss_mask: 0.289 loss_rpn_cls: 0.02303 loss_rpn_loc: 0.03422 time: 0.2066 data_time: 0.0205 lr: 2.5e-05 max_mem: 2506M [03/12 21:: 87319 total_loss: 0.9138 loss_cls: 0.1694 loss_box_reg: 0.3752 loss_mask: 0.289 loss_rpn_cls: 0.02303 loss_rpn_loc: 0.03422 time: 0.2066 data_time: 0.0205 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:55 d2.utils.events]:  eta: 0:09:07 iter: 87339 total_loss: 0.9138 loss_cls: 0.1851 loss_box_reg: 0.3793 loss_mask: 0.2819 loss_rpn_cls: 0.0198 loss_rpn_loc: 0.03177 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 21:10:59 d2.utils.events]:  eta: 0:09:04 iter: 87359 total_loss: 0.8861 loss_cls: 0.187 loss_box_reg: 0.3588 loss_mask: 0.2739 loss_rpn_cls: 0.01965 loss_rpn_loc: 0.03022 time: 0.2066 data_time: 0.0244 lr: 2.5e-05 max_mem: 2506M [03/12 21:11:03 d2.utils.events]:  eta: 0:08:59 iter: 87379 total_loss: 0.8659 loss_cls: 0.1689 loss_box_reg: 0.3738 loss_mask: 0.2864 loss_rpn_cls: 0.01968 loss_rpn_loc: 0.03488 time: 0.2066 data_time: 0.0226 lr: 2.5e-05 max_mem: 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iter: 87479 total_loss: 0.8763 loss_cls: 0.1756 loss_box_reg: 0.3521 loss_mask: 0.2681 loss_rpn_cls: 0.01999 loss_rpn_loc: 0.03311 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 21:11:28 d2.utils.events]:  eta: 0:08:36 iter: 87499 total_loss: 0.9272 loss_cls: 0.1874 loss_box_reg: 0.3828 loss_mask: 0.286 loss_rpn_cls: 0.02333 loss_rpn_loc: 0.03225 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 21:11:33 d2.utils.events]:  eta: 0:08:32 iter: 87519 total_loss: 0.8863 loss_cls: 0.1823 loss_box_reg: 0.3647 loss_mask: 0.2769 loss_rpn_cls: 0.01849 loss_rpn_loc: 0.03096 time: 0.2066 data_time: 0.0243 lr: 2.5e-05 max_mem: 2506M [03/12 21:11:37 d2.utils.events]:  eta: 0:08:28 iter: 87539 total_loss: 0.8716 loss_cls: 0.1667 loss_box_reg: 0.3653 loss_mask: 0.2789 loss_rpn_cls: 0.0171 loss_rpn_loc: 0.02996 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 21:11:41 d2.utils.events]:  eta: 0:08:24 iter: 87559 total_loss: 0.8725 loss_cls: 0.1763 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d2.utils.events]:  eta: 0:07:31 iter: 87819 total_loss: 0.8832 loss_cls: 0.1768 loss_box_reg: 0.3564 loss_mask: 0.2874 loss_rpn_cls: 0.01886 loss_rpn_loc: 0.03409 time: 0.2066 data_time: 0.0244 lr: 2.5e-05 max_mem: 2506M [03/12 21:12:39 d2.utils.events]:  eta: 0:07:26 iter: 87839 total_loss: 0.9406 loss_cls: 0.197 loss_box_reg: 0.3899 loss_mask: 0.2934 loss_rpn_cls: 0.01968 loss_rpn_loc: 0.03348 time: 0.2066 data_time: 0.0238 lr: 2.5e-05 max_mem: 2506M [03/12 21:12:44 d2.utils.events]:  eta: 0:07:22 iter: 87859 total_loss: 0.8943 loss_cls: 0.1913 loss_box_reg: 0.3563 loss_mask: 0.293 loss_rpn_cls: 0.01992 loss_rpn_loc: 0.03283 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 21:12:48 d2.utils.events]:  eta: 0:07:18 iter: 87879 total_loss: 0.9139 loss_cls: 0.1835 loss_box_reg: 0.3737 loss_mask: 0.2997 loss_rpn_cls: 0.02102 loss_rpn_loc: 0.03523 time: 0.2066 data_time: 0.0235 lr: 2.5e-05 max_mem: 2506M [03/12 21:12:52 d2.utils.events]:  eta: 0:07:14 iter: 87899 total_loss: 0.9172 loss_cls: 0.1941 loss_box_reg: 0.381 loss_mask: 0.2757 loss_rpn_cls: 0.01987 loss_rpn_loc: 0.0295 time: 0.2066 data_time: 0.0227 lr: 2.5e-05 max_mem: 2506M [03/12 21:12:56 d2.utils.events]:  eta: 0:07:10 iter: 87919 total_loss: 0.9564 loss_cls: 0.1878 loss_box_reg: 0.3921 loss_mask: 0.2956 loss_rpn_cls: 0.02034 loss_rpn_loc: 0.03724 time: 0.2066 data_time: 0.0224 lr: 2.5e-05 max_mem: 2506M [03/12 21:13:00 d2.utils.events]:  eta: 0:07:05 iter: 87939 total_loss: 0.879 loss_cls: 0.1646 loss_box_reg: 0.359 loss_mask: 0.2829 loss_rpn_cls: 0.01933 loss_rpn_loc: 0.03223 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 21:13:04 d2.utils.events]:  eta: 0:07 loss_cls: 0.1939 loss_box_reg: 0.3646 loss_mask: 0.2902 loss_rpn_cls: 0.01797 loss_rpn_loc: 0.02962 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 21:13:09] d2.utils.events INFO: eta: 0:06:58 iter: 87979 total_loss: 0.9366 loss_cls: 0.1905 loss_box_reg: 0.3685 loss_mask: 0.2832 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time: 0.2066 data_time: 0.0208 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:29 d2.utils.events]:  eta: 0:04:35 iter: 88659 total_loss: 0.9062 loss_cls: 0.179 loss_box_reg: 0.3769 loss_mask: 0.2864 loss_rpn_cls: 0.01966 loss_rpn_loc: 0.03201 time: 0.2066 data_time: 0.0201 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:33 d2.utils.events]:  eta: 0:04:31 iter: 88679 total_loss: 0.896 loss_cls: 0.1893 loss_box_reg: 0.3774 loss_mask: 0.2843 loss_rpn_cls: 0.01956 loss_rpn_loc: 0.02938 time: 0.2066 data_time: 0.0207 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:37 d2.utils.events]:  eta: 0:04:27 iter: 88699 total_loss: 0.9646 loss_cls: 0.1923 loss_box_reg: 0.3807 loss_mask: 0.2935 loss_rpn_cls: 0.02131 loss_rpn_loc: 0.02956 time: 0.2066 data_time: 0.0201 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:41 d2.utils.events]:  eta: 0:04:23 iter: 88719 total_loss: 0.8063 loss_cls: 0.17 loss_box_reg: 0.335 loss_mask: 0.2614 loss_rpn_cls: 0.01864 loss_rpn_loc: 0.02873 time: 0.2066 data_time: 0.0202 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:46 d2.utils.events]:  eta: 0:04:18 iter: 88739 total_loss: 0.8872 loss_cls: 0.1812 loss_box_reg: 0.3791 loss_mask: 0.2829 loss_rpn_cls: 0.01852 loss_rpn_loc: 0.02953 time: 0.2066 data_time: 0.0203 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:50 d2.utils.events]:  eta: 0:04:14 iter: 88759 total_loss: 0.8817 loss_cls: 0.1878 loss_box_reg: 0.3579 loss_mask: 0.2836 loss_rpn_cls: 0.02211 loss_rpn_loc: 0.03626 time: 0.2066 data_time: 0.0184 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:54 d2.utils.events]:  eta: 0:04:10 iter: 88779 total_loss: 0.8517 loss_cls: 0.1788 loss_box_reg: 0.3617 loss_mask: 0.2719 loss_rpn_cls: 0.01617 loss_rpn_loc: 0.03173 time: 0.2066 data_time: 0.0211 lr: 2.5e-05 max_mem: 2506M [03/12 21:15:58 d2.utils.events]:  eta: 0:04:06 iter: 88799 total_loss: 0.8676 loss_cls: 0.176 loss_box_reg: 0.3571 loss_mask: 0.2794 loss_rpn_cls: 0.01831 loss_rpn_loc: 0.02865 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 21:16:02 d2.utils.events]:  eta: 0:04:02 iter: 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loss_rpn_loc: 0.03039 time: 0.2066 data_time: 0.0208 lr: 2.5e-05 max_mem: 2506M [03/12 21:16:40 d2.utils.events]:  eta: 0:03:25 iter: 88999 total_loss: 0.8597 loss_cls: 0.1834 loss_box_reg: 0.3439 loss_mask: 0.2759 loss_rpn_cls: 0.019 loss_rpn_loc: 0.0299 time: 0.2066 data_time: 0.0224 lr: 2.5e-05 max_mem: 2506M [03/12 21:16:44 d2.utils.events]:  eta: 0:03:21 iter: 89019 total_loss: 0.9058 loss_cls: 0.2029 loss_box_reg: 0.3679 loss_mask: 0.2912 loss_rpn_cls: 0.02147 loss_rpn_loc: 0.03263 time: 0.2066 data_time: 0.0222 lr: 2.5e-05 max_mem: 2506M [03/12 21:16:48 d2.utils.events]:  eta: 0:03:16 iter: 89039 total_loss: 0.9258 loss_cls: 0.1996 loss_box_reg: 0.3845 loss_mask: 0.2759 loss_rpn_cls: 0.0202 loss_rpn_loc: 0.03309 time: 0.2066 data_time: 0.0234 lr: 2.5e-05 max_mem: 2506M [03/12 21:16:52 d2.utils.events]:  eta: 0:03:12 iter: 89059 total_loss: 0.942 loss_cls: 0.1944 loss_box_reg: 0.3822 loss_mask: 0.3035 loss_rpn_cls: 0.02077 loss_rpn_loc: 0.03054 time: 0.2066 data_time: 0.0232 lr: 2.5e-05 max_mem: 2506M [03/12 21:16:56 d2.utils.events]:  eta: 0:03:08 iter: 89079 total_loss: 0.8685 loss_cls: 0.1806 loss_box_reg: 0.3603 loss_mask: 0.2976 loss_rpn_cls: 0.01719 loss_rpn_loc: 0.0333 time: 0.2066 data_time: 0.0230 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:00 d2.utils.events]:  eta: 0:03:04 iter: 89099 total_loss: 0.8568 loss_cls: 0.1756 loss_box_reg: 0.3518 loss_mask: 0.2862 loss_rpn_cls: 0.0199 loss_rpn_loc: 0.03525 time: 0.2066 data_time: 0.0236 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:05 d2.utils.events]:  eta: 0:03:00 iter: 89119 total_loss: 0.8939 loss_cls: 0.1925 loss_box_reg: 0.3636 loss_mask: 0.278 loss_rpn_cls: 0.02093 loss_rpn_loc: 0.03369 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:09 d2.utils.events]:  eta: 0:02:56 iter: 89139 total_loss: 0.8872 loss_cls: 0.1928 loss_box_reg: 0.3684 loss_mask: 0.2672 loss_rpn_cls: 0.02038 loss_rpn_loc: 0.035 time: 0.2066 data_time: 0.0239 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:13 d2.utils.events]:  eta: 0:02:52 iter: 89159 total_loss: 0.8879 loss_cls: 0.1843 loss_box_reg: 0.3673 loss_mask: 0.2868 loss_rpn_cls: 0.01924 loss_rpn_loc: 0.02873 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:17 d2.utils.events]:  eta: 0:02:48 iter: 89179 total_loss: 0.9095 loss_cls: 0.2025 loss_box_reg: 0.3743 loss_mask: 0.2912 loss_rpn_cls: 0.02256 loss_rpn_loc: 0.03588 time: 0.2066 data_time: 0.0235 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:21 d2.utils.events]:  eta: 0:02:44 iter: 89199 total_loss: 0.8715 loss_cls: 0.1832 loss_box_reg: 0.3401 loss_mask: 0.2987 loss_rpn_cls: 0.02032 loss_rpn_loc: 0.02937 time: 0.2066 data_time: 0.0248 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:26 d2.utils.events]:  eta: 0:02:40 iter: 89219 total_loss: 0.8844 loss_cls: 0.1752 loss_box_reg: 0.3661 loss_mask: 0.2861 loss_rpn_cls: 0.01966 loss_rpn_loc: 0.03242 time: 0.2066 data_time: 0.0239 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:30 d2.utils.events]: cls: 0.02073 loss_rpn_loc: 0.03364 time: 0.2066 data_time: 0.0225 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:34] d2.utils.events INFO: eta: 0:02:32 iter: 89259 total_loss: 0.8623 loss_cls: 0.1715 loss_box_reg: 0.3484 loss_mask: 0.2766 loss_rpn_cls: 0.01895 loss_rpn_loc: 0.02972 time: 0.2066 data_time: 0.0239 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:38] d2.utils.events INFO: eta: 0:02:28 iter: 89279 total_loss: 0.848 loss_cls: 0.1634 loss_box_reg: 0.3393 loss_mask: 0.2816 loss_rpn_cls: 0.02054 loss_rpn_loc: 0.032 time: 0.2066 data_time: 0.0248 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:42] d2.utils.events INFO: eta: 0:02:24 iter: 89299 total_loss: 0.8809 loss_cls: 0.1695 loss_box_reg: 0.3597 loss_mask: 0.2773 loss_rpn_cls: 0.02156 loss_rpn_loc: 0.03342 time: 0.2066 data_time: 0.0241 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:47] d2.utils.events INFO: eta: 0:02:20 iter: 89319 total_loss: 0.8799 loss_cls: 0.1838 loss_box_reg: 0.3623 loss_mask: 0.2795 loss_rpn_cls: 0.01897 loss_rpn_loc: 0.03049 time: 0.2066 data_time: 0.0242 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:51] d2.utils.events INFO: eta: 0:02:16 iter: 89339 total_loss: 0.927 loss_cls: 0.2106 loss_box_reg: 0.3806 loss_mask: 0.3006 loss_rpn_cls: 0.02039 loss_rpn_loc: 0.03535 time: 0.2066 data_time: 0.0343 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:55] d2.utils.events INFO: eta: 0:02:11 iter: 89359 total_loss: 0.8499 loss_cls: 0.1681 loss_box_reg: 0.354 loss_mask: 0.2718 loss_rpn_cls: 0.01804 loss_rpn_loc: 0.02817 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 21:17:59] d2.utils.events INFO: eta: 0:02:07 iter: 89379 total_loss: 0.862 loss_cls: 0.1897 loss_box_reg: 0.3332 loss_mask: 0.2795 loss_rpn_cls: 0.02169 loss_rpn_loc: 0.03179 time: 0.2066 data_time: 0.0232 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:03] d2.utils.events INFO: eta: 0:02:03 iter: 89399 total_loss: 0.8594 loss_cls: 0.1851 loss_box_reg: 0.3577 loss_mask: 0.291 loss_rpn_cls: 0.01911 loss_rpn_loc: 0.03672 time: 0.2066 data_time: 0.0223 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:07] d2.utils.events INFO: eta: 0:01:59 iter: 89419 total_loss: 0.913 loss_cls: 0.1924 loss_box_reg: 0.3648 loss_mask: 0.2844 loss_rpn_cls: 0.02186 loss_rpn_loc: 0.0331 time: 0.2066 data_time: 0.0212 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:12] d2.utils.events INFO: eta: 0:01:55 iter: 89439 total_loss: 0.9268 loss_cls: 0.1883 loss_box_reg: 0.3662 loss_mask: 0.2898 loss_rpn_cls: 0.02115 loss_rpn_loc: 0.03301 time: 0.2066 data_time: 0.0230 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:16] d2.utils.events INFO: eta: 0:01:51 iter: 89459 total_loss: 0.9751 loss_cls: 0.188 loss_box_reg: 0.388 loss_mask: 0.2918 loss_rpn_cls: 0.02049 loss_rpn_loc: 0.03286 time: 0.2066 data_time: 0.0240 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:20] d2.utils.events INFO: eta: 0:01:47 iter: 89479 total_loss: 0.8875 loss_cls: 0.2118 loss_box_reg: 0.3525 loss_mask: 0.2797 loss_rpn_cls: 0.02 loss_rpn_loc: 0.03331 time: 0.2066 data_time: 0.0220 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:24] d2.utils.events INFO: eta: 0:01:43 iter: 89499 total_loss: 0.9417 loss_cls: 0.1937 loss_box_reg: 0.3872 loss_mask: 0.2968 loss_rpn_cls: 0.02235 loss_rpn_loc: 0.03422 time: 0.2066 data_time: 0.0218 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:29] d2.utils.events INFO: eta: 0:01:39 iter: 89519 total_loss: 0.8999 loss_cls: 0.1845 loss_box_reg: 0.3615 loss_mask: 0.2919 loss_rpn_cls: 0.02264 loss_rpn_loc: 0.03274 time: 0.2066 data_time: 0.0208 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:33] d2.utils.events INFO: eta: 0:01:34 iter: 89539 total_loss: 0.9203 loss_cls: 0.1882 loss_box_reg: 0.3788 loss_mask: 0.2972 loss_rpn_cls: 0.01962 loss_rpn_loc: 0.03444 time: 0.2066 data_time: 0.0199 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:37] d2.utils.events INFO: eta: 0:01:30 iter: 89559 total_loss: 0.8498 loss_cls: 0.1867 loss_box_reg: 0.3457 loss_mask: 0.2754 loss_rpn_cls: 0.01812 loss_rpn_loc: 0.03084 time: 0.2066 data_time: :  eta: 0:01:30 iter: 89559 total_loss: 0.8498 loss_cls: 0.1867 loss_box_reg: 0.3457 loss_mask: 0.2754 loss_rpn_cls: 0.01812 loss_rpn_loc: 0.03084 time: 0.2066 data_time: 0.0205 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:41 d2.utils.events]:  eta: 0:01:26 iter: 89579 total_loss: 0.8713 loss_cls: 0.1843 loss_box_reg: 0.3521 loss_mask: 0.2774 loss_rpn_cls: 0.01886 loss_rpn_loc: 0.03089 time: 0.2066 data_time: 0.0215 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:45 d2.utils.events]:  eta: 0:01:22 iter: 89599 total_loss: 0.8568 loss_cls: 0.1811 loss_box_reg: 0.3471 loss_mask: 0.2855 loss_rpn_cls: 0.01993 loss_rpn_loc: 0.02709 time: 0.2066 data_time: 0.0211 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:49 d2.utils.events]:  eta: 0:01:18 iter: 89619 total_loss: 0.8854 loss_cls: 0.1829 loss_box_reg: 0.36 loss_mask: 0.2666 loss_rpn_cls: 0.01826 loss_rpn_loc: 0.03276 time: 0.2066 data_time: 0.0209 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:54 d2.utils.events]:  eta: 0:01:14 iter: 89639 total_loss: 0.841 loss_cls: 0.1733 loss_box_reg: 0.3511 loss_mask: 0.2738 loss_rpn_cls: 0.0196 loss_rpn_loc: 0.0368 time: 0.2066 data_time: 0.0214 lr: 2.5e-05 max_mem: 2506M [03/12 21:18:58 d2.utils.events]:  eta: 0:01:10 iter: 89659 total_loss: 0.8594 loss_cls: 0.189 loss_box_reg: 0.3452 loss_mask: 0.271 loss_rpn_cls: 0.01766 loss_rpn_loc: 0.0289 time: 0.2066 data_time: 0.0207 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:02 d2.utils.events]:  eta: 0:01:06 iter: 89679 total_loss: 0.8968 loss_cls: 0.202 loss_box_reg: 0.3787 loss_mask: 0.2742 loss_rpn_cls: 0.01786 loss_rpn_loc: 0.03019 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:06 d2.utils.events]:  eta: 0:01:02 iter: 89699 total_loss: 0.886 loss_cls: 0.1839 loss_box_reg: 0.3651 loss_mask: 0.2813 loss_rpn_cls: 0.02222 loss_rpn_loc: 0.03574 time: 0.2066 data_time: 0.0200 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:10 d2.utils.events]:  eta: 0:00:57 iter: 89719 total_loss: 0.8538 loss_cls: 0.1713 loss_box_reg: 0.3489 loss_mask: 0.2758 loss_rpn_cls: 0.01984 loss_rpn_loc: 0.03374 time: 0.2066 data_time: 0.0208 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:14 d2.utils.events]:  eta: 0:00:53 iter: 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0.3625 loss_mask: 0.2948 loss_rpn_cls: 0.02168 loss_rpn_loc: 0.0316 time: 0.2066 data_time: 0.0201 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:35 d2.utils.events]:  eta: 0:00:33 iter: 89839 total_loss: 0.8583 loss_cls: 0.1903 loss_box_reg: 0.3453 loss_mask: 0.2711 loss_rpn_cls: 0.02102 loss_rpn_loc: 0.03411 time: 0.2066 data_time: 0.0226 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:39 d2.utils.events]:  eta: 0:00:28 iter: 89859 total_loss: 0.879 loss_cls: 0.1993 loss_box_reg: 0.3744 loss_mask: 0.2751 loss_rpn_cls: 0.02217 loss_rpn_loc: 0.0282 time: 0.2066 data_time: 0.0229 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:43 d2.utils.events]: [024 iter: 89879 total_loss: 0.9051 loss_cls: 0.1865 loss_box_reg: 0.3688 loss_mask: 0.2774 loss_rpn_cls: 0.01893 loss_rpn_loc: 0.03425 time: 0.2066 data_time: 0.0234 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:47] d2.utils.events INFO: eta: 0:00:20 iter: 89899 total_loss: 0.8985 loss_cls: 0.1791 loss_box_reg: 0.3553 loss_mask: 0.2782 loss_rpn_cls: 0.02036 loss_rpn_loc: 0.03141 time: 0.2066 data_time: 0.0226 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:52] d2.utils.events INFO: eta: 0:00:16 iter: 89919 total_loss: 0.9034 loss_cls: 0.1972 loss_box_reg: 0.3784 loss_mask: 0.2999 loss_rpn_cls: 0.01973 loss_rpn_loc: 0.0294 time: 0.2066 data_time: 0.0224 lr: 2.5e-05 max_mem: 2506M [03/12 21:19:56] d2.utils.events INFO: eta: 0:00:12 iter: 89939 total_loss: 0.88 loss_cls: 0.1767 loss_box_reg: 0.3701 loss_mask: 0.2717 loss_rpn_cls: 0.0225 loss_rpn_loc: 0.03384 time: 0.2066 data_time: 0.0242 lr: 2.5e-05 max_mem: 2506M [03/12 21:20:00] d2.utils.events INFO: eta: 0:00:08 iter: 89959 total_loss: 0.8513 loss_cls: 0.1823 loss_box_reg: 0.355 loss_mask: 0.2904 loss_rpn_cls: 0.01734 loss_rpn_loc: 0.034 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:20:04] d2.utils.events INFO: eta: 0:00:04 iter: 89979 total_loss: 0.8961 loss_cls: 0.1902 loss_box_reg: 0.3522 loss_mask: 0.2867 loss_rpn_cls: 0.02011 loss_rpn_loc: 0.03127 time: 0.2066 data_time: 0.0237 lr: 2.5e-05 max_mem: 2506M [03/12 21:20:08] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_0089999.pth [03/12 21:20:09] fvcore.common.checkpoint INFO: Saving checkpoint to /checkpoint/jihou/insseg_imagenet_combine01/model_final.pth [03/12 21:20:25] d2.data.datasets.coco INFO: Loading dataset/scannet_val.coco.json takes 15.15 seconds. [03/12 21:20:25] d2.data.datasets.coco INFO: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 21:20:27] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 21:20:27] d2.data.common INFO: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 21:20:30] d2.data.common INFO: Serialized dataset takes 812.62 MiB [03/12 21:20:31] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 21:20:45] d2.evaluation.evaluator INFO: Start inference on 662 images [03/12 21:21:02] d2.evaluation.evaluator INFO: Inference done 11/662. 0.0453 s / img. ETA=0:00:39 [03/12 21:21:07] d2.evaluation.evaluator INFO: Inference done 93/662. 0.0439 s / img. ETA=0:00:34 [03/12 21:21:12] d2.evaluation.evaluator INFO: Inference done 171/662. 0.0437 s / img. ETA=0:00:30 [03/12 21:21:17] d2.evaluation.evaluator INFO: Inference done 250/662. 0.0436 s / img. ETA=0:00:25 [03/12 21:21:22] d2.evaluation.evaluator INFO: Inference done 335/662. 0.0435 s / img. ETA=0:00:20 [03/12 21:21:27] d2.evaluation.evaluator INFO: Inference done 413/662. 0.0435 s / img. ETA=0:00:15 [03/12 21:21:32] d2.evaluation.evaluator INFO: Inference done 497/662. 0.0435 s / img. ETA=0:00:10 [03/12 21:21:37] d2.evaluation.evaluator INFO: Inference done 575/662. 0.0435 s / img. ETA=0:00:05 [03/12 21:21:42] d2.evaluation.evaluator INFO: Inference done 655/662. 0.0435 s / img. ETA=0:00:00 [03/12 21:21:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:41.373272 (0.062973 s / img per device, on 8 devices) [03/12 21:21:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.043475 s / img per device, on 8 devices) [03/12 21:21:47] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [03/12 21:21:47] d2.evaluation.coco_evaluation INFO: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 21:21:48] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [03/12 21:21:49] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [03/12 21:21:53] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 4.30 seconds. [03/12 21:21:53] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 21:21:53] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.25 seconds. [03/12 21:21:53] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 26.546 | 44.476 | 27.364 | 0.000 | 2.779 | 29.449 | [03/12 21:21:53] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 21.693 | bed | 40.587 | chair | 26.756 | | sofa | 32.340 | table | 33.636 | door | 21.723 | | window | 17.136 | bookshelf | 33.994 | picture | 23.792 | | counter | 15.768 | desk | 21.524 | curtain | 13.686 | | refridgerator | 22.140 | shower curtain | 28.084 | toilet | 48.837 | | sink | 24.049 | bathtub | 33.501 | otherfurniture | 18.583 | [03/12 21:21:56] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *segm* [03/12 21:22:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.42 seconds. [03/12 21:22:10] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [03/12 21:22:11] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 0.23 seconds. [03/12 21:22:11] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 19.203 | 35.432 | 18.681 | 0.000 | 1.458 | 21.390 | [03/12 21:22:11] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 19.091 | bed | 23.455 | chair | 17.531 | | sofa | 24.970 | table | 27.321 | door | 9.984 | | window | 4.045 | bookshelf | 4.507 | picture | 19.240 | | counter | 4.512 | desk | 8.479 | curtain | 9.164 | | refridgerator | 19.451 | shower curtain | 24.755 | toilet | 55.121 | | sink | 26.285 | bathtub | 31.808 | otherfurniture | 15.935 | [03/12 21:22:11] d2.engine.defaults INFO: Evaluation results for scannet_val in csv format: [03/12 21:22:11] d2.evaluation.testing INFO: copypaste: Task: bbox [03/12 21:22:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 21:22:11] d2.evaluation.testing INFO: copypaste: 26.5461,44.4764,27.3639,0.0000,2.7795,29.4493 [03/12 21:22:11] d2.evaluation.testing INFO: copypaste: Task: segm [03/12 21:22:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 21:22:11] d2.evaluation.testing INFO: copypaste: 19.2030,35.4317,18.6807,0.0000,1.4584,21.3901 [03/12 21:22:11] d2.utils.events INFO: eta: 0:00:00 iter: 89999 total_loss: 0.8935 loss_cls: 0.1683 loss_box_reg: 0.3783 loss_mask: 0.2847 loss_rpn_cls: 0.01921 loss_rpn_loc: 0.03395 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 21:22:11] d2.engine.hooks INFO: Overall training speed: 89998 iterations in 5:09:51 (0.2066 s / it) [03/12 21:22:11] d2.engine.hooks INFO: Total training time: 5:30:16 (0:20:24 on hooks) [03/12 21:22:26] d2.data.datasets.coco INFO: Loading dataset/scannet_val.coco.json takes 14.34 seconds. [03/12 21:22:26] d2.data.datasets.coco INFO: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [-:|:-----:|:------:| | 19.203 | 35.432 | 18.681 | 0.000 | 1.458 | 21.390 | [03/12 21:22:11 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 19.091 | bed | 23.455 | chair | 17.531 | | sofa | 24.970 | table | 27.321 | door | 9.984 | | window | 4.045 | bookshelf | 4.507 | picture | 19.240 | | counter | 4.512 | desk | 8.479 | curtain | 9.164 | | refridgerator | 19.451 | shower curtain | 24.755 | toilet | 55.121 | | sink | 26.285 | bathtub | 31.808 | otherfurniture | 15.935 | [03/12 21:22:11 d2.engine.defaults]: Evaluation results for scannet_val in csv format: [03/12 21:22:11 d2.evaluation.testing]: copypaste: Task: bbox [03/12 21:22:11 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 21:22:11 d2.evaluation.testing]: copypaste: 26.5461,44.4764,27.3639,0.0000,2.7795,29.4493 [03/12 21:22:11 d2.evaluation.testing]: copypaste: Task: segm [03/12 21:22:11 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 21:22:11 d2.evaluation.testing]: copypaste: 19.2030,35.4317,18.6807,0.0000,1.4584,21.3901 [03/12 21:22:11 d2.utils.events]:  eta: 0:00:00 iter: 89999 total_loss: 0.8935 loss_cls: 0.1683 loss_box_reg: 0.3783 loss_mask: 0.2847 loss_rpn_cls: 0.01921 loss_rpn_loc: 0.03395 time: 0.2066 data_time: 0.0231 lr: 2.5e-05 max_mem: 2506M [03/12 21:22:11 d2.engine.hooks]: Overall training speed: 89998 iterations in 5:09:51 (0.2066 s / it) [03/12 21:22:11 d2.engine.hooks]: Total training time: 5:30:16 (0:20:24 on hooks) [03/12 21:22:26 d2.data.datasets.coco]: Loading dataset/scannet_val.coco.json takes 14.34 seconds. [03/12 21:22:26 d2.data.datasets.coco]: Loaded 5293 images in COCO format from dataset/scannet_val.coco.json [03/12 21:22:27 d2.data.dataset_mapper]: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [03/12 21:22:27 d2.data.common]: Serializing 5293 elements to byte tensors and concatenating them all ... [03/12 21:22:30 d2.data.common]: Serialized dataset takes 812.62 MiB WARNING [03/12 21:22:31 d2.evaluation.coco_evaluation]: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [03/12 21:22:45 d2.evaluation.evaluator]: Start inference on 662 images [03/12 21:23:04 d2.evaluation.evaluator]: Inference done 11/662. 0.0433 s / img. ETA=0:00:36 [03/12 21:23:09 d2.evaluation.evaluator]: Inference done 94/662. 0.0433 s / img. ETA=0:00:34 [03/12 21:23:14 d2.evaluation.evaluator]: Inference done 173/662. 0.0433 s / img. ETA=0:00:30 [03/12 21:23:19 d2.evaluation.evaluator]: Inference done 253/662. 0.0433 s / img. ETA=0:00:25 [03/12 21:23:24 d2.evaluation.evaluator]: Inference done 338/662. 0.0432 s / img. ETA=0:00:19 [03/12 21:23:29 d2.evaluation.evaluator]: Inference done 417/662. 0.0432 s / img. ETA=0:00:15 [03/12 21:23:35 d2.evaluation.evaluator]: Inference done 501/662. 0.0432 s / img. ETA=0:00:09 [03/12 21:23:40 d2.evaluation.evaluator]: Inference done 579/662. 0.0432 s / img. ETA=0:00:05 [03/12 21:23:47 d2.evaluation.evaluator]: Inference done 656/662. 0.0464 s / img. ETA=0:00:00 [03/12 21:23:47 d2.evaluation.evaluator]: Total inference time: 0:00:43.192321 (0.065742 s / img per device, on 8 devices) [03/12 21:23:47 d2.evaluation.evaluator]: Total inference pure compute time: 0:00:30 (0.046396 s / img per device, on 8 devices) [03/12 21:23:50 d2.evaluation.coco_evaluation]: Preparing results for COCO format ... [03/12 21:23:50 d2.evaluation.coco_evaluation]: Saving results to /checkpoint/jihou/insseg_imagenet_combine01/inference/coco_instances_results.json [03/12 21:23:51 d2.evaluation.coco_evaluation]: Evaluating predictions with unofficial COCO API... Loading and preparing results... DONE (t=0.04s) creating index... index created! [03/12 21:23:51 d2.evaluation.fast_eval_api]: Evaluate annotation type *bbox* [03/12 21:23:55 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 4.66 seconds. [03/12 21:23:55 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 21:23:56 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.24 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.274 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.028 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.294 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.041 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.415 [03/12 21:23:56 d2.evaluation.coco_evaluation]: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 26.546 | 44.476 | 27.364 | 0.000 | 2.779 | 29.449 | [03/12 21:23:56 d2.evaluation.coco_evaluation]: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 21.693 | bed | 40.587 | chair | 26.756 | | sofa | 32.340 | table | 33.636 | door | 21.723 | | window | 17.136 | bookshelf | 33.994 | picture | 23.792 | | counter | 15.768 | desk | 21.524 | curtain | 13.686 | | refridgerator | 22.140 | shower curtain | 28.084 | toilet | 48.837 | | sink | 24.049 | bathtub | 33.501 | otherfurniture | 18.583 | Loading and preparing results... DONE (t=0.98s) creating index... index created! [03/12 21:23:59 d2.evaluation.fast_eval_api]: Evaluate annotation type *segm* [03/12 21:24:14 d2.evaluation.fast_eval_api]: COCOeval_opt.evaluate() finished in 14.99 seconds. [03/12 21:24:14 d2.evaluation.fast_eval_api]: Accumulating evaluation results... [03/12 21:24:14 d2.evaluation.fast_eval_api]: COCOeval_opt.accumulate() finished in 0.23 seconds. Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.015 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.030 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.314 [03/12 21:24:14 d2.evaluation.coco_evaluation]: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:-----:|:------:| | 19.203 | 35.432 | 18.681 | 0.000 | 1.458 | 21.390 | [03/12 21:24:14 d2.evaluation.coco_evaluation]: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:---------------|:-------|:---------------|:-------| | cabinet | 19.091 | bed | 23.455 | chair | 17.531 | | sofa | 24.970 | table | 27.321 | door | 9.984 | | window | 4.045 | bookshelf | 4.507 | picture | 19.240 | | counter | 4.512 | desk | 8.479 | curtain | 9.164 | | refridgerator | 19.451 | shower curtain | 24.755 | toilet | 55.121 | | sink | 26.285 | bathtub | 31.808 | otherfurniture | 15.935 | [03/12 21:24:15 d2.engine.defaults]: Evaluation results for scannet_val in csv format: [03/12 21:24:15 d2.evaluation.testing]: copypaste: Task: bbox [03/12 21:24:15 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 21:24:15 d2.evaluation.testing]: copypaste: 26.5461,44.4764,27.3639,0.0000,2.7795,29.4493 [03/12 21:24:15 d2.evaluation.testing]: copypaste: Task: segm [03/12 21:24:15 d2.evaluation.testing]: copypaste: AP,AP50,AP75,APs,APm,APl [03/12 21:24:15 d2.evaluation.testing]: copypaste: 19.2030,35.4317,18.6807,0.0000,1.4584,21.3901 /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist() /private/home/jihou/.conda/envs/sparseconv051/lib/python3.8/site-packages/detectron2/structures/masks.py:348: UserWarning: This overload of nonzero is deprecated: nonzero() Consider using one of the following signatures instead: nonzero(*, bool as_tuple) (Triggered internally at /opt/conda/conda-bld/pytorch_1607369981906/work/torch/csrc/utils/python_arg_parser.cpp:882.) item = item.nonzero().squeeze(1).cpu().numpy().tolist()