[02/28 17:58:21] detectron2 INFO: Rank of current process: 0. World size: 8 [02/28 17:58:27] detectron2 INFO: Environment info: ------------------------ ------------------------------------------------------------------------------ sys.platform linux Python 3.6.10 |Anaconda, Inc.| (default, Jan 7 2020, 21:14:29) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1.1 @/home/ubuntu/mmdetection/detectron2/detectron2 detectron2 compiler GCC 5.4 detectron2 CUDA compiler 10.0 detectron2 arch flags sm_70 DETECTRON2_ENV_MODULE PyTorch 1.4.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-16GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 6.2.2 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 cv2 4.2.0 ------------------------ ------------------------------------------------------------------------------ PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - 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 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -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-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -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 -Wno-stringop-overflow, DISABLE_NUMA=1, 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, USE_STATIC_DISPATCH=OFF, [02/28 17:58:27] detectron2 INFO: Command line arguments: Namespace(config_file='configs/Misc/my_cascade_mask_rcnn_R_50_FPN_1x_syncbn.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [02/28 17:58:27] detectron2 INFO: Contents of args.config_file=configs/Misc/my_cascade_mask_rcnn_R_50_FPN_1x_syncbn.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" MASK_ON: True RESNETS: DEPTH: 50 NORM: "SyncBN" FPN: NORM: "SyncBN" ROI_HEADS: NAME: CascadeROIHeads ROI_BOX_HEAD: NUM_CONV: 4 NUM_FC: 1 NORM: "SyncBN" CLS_AGNOSTIC_BBOX_REG: True ROI_MASK_HEAD: NORM: "SyncBN" RPN: POST_NMS_TOPK_TRAIN: 2000 TEST: PRECISE_BN: ENABLED: True [02/28 17:58:27] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: 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 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: SyncBN OUT_CHANNELS: 256 KEYPOINT_ON: False LOAD_PROPOSALS: False MASK_ON: True META_ARCHITECTURE: GeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [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: SyncBN 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_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 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_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: True CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: CascadeROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: SyncBN NUM_CONV: 4 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_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: 2000 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: detectron2://ImageNetPretrained/MSRA/R-50.pkl OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 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: 0 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: True NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [02/28 17:58:27] detectron2 INFO: Full config saved to /home/ubuntu/mmdetection/detectron2/output/config.yaml [02/28 17:58:27] d2.utils.env INFO: Using a generated random seed 27761764 [02/28 17:58:29] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d( 256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral3): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral4): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral5): Conv2d( 2048, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output5): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1): Conv2d( 3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False (norm): 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): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) ) ) (proposal_generator): RPN( (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) (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)) ) ) (roi_heads): CascadeROIHeads( (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): ModuleList( (0): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) (1): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) (2): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) ) (box_predictor): ModuleList( (0): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (1): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (2): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (mask_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(14, 14), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(14, 14), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(14, 14), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(14, 14), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (mask_head): MaskRCNNConvUpsampleHead( (mask_fcn1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (mask_fcn2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (mask_fcn3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (mask_fcn4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (deconv): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2)) (predictor): Conv2d(256, 80, kernel_size=(1, 1), stride=(1, 1)) ) ) ) [02/28 17:59:38] detectron2 INFO: Rank of current process: 0. World size: 8 [02/28 17:59:39] detectron2 INFO: Environment info: ------------------------ ------------------------------------------------------------------------------ sys.platform linux Python 3.6.10 |Anaconda, Inc.| (default, Jan 7 2020, 21:14:29) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1.1 @/home/ubuntu/mmdetection/detectron2/detectron2 detectron2 compiler GCC 5.4 detectron2 CUDA compiler 10.0 detectron2 arch flags sm_70 DETECTRON2_ENV_MODULE PyTorch 1.4.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-16GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 6.2.2 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 cv2 4.2.0 ------------------------ ------------------------------------------------------------------------------ PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - 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 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -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-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -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 -Wno-stringop-overflow, DISABLE_NUMA=1, 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, USE_STATIC_DISPATCH=OFF, [02/28 17:59:39] detectron2 INFO: Command line arguments: Namespace(config_file='configs/Misc/my_cascade_mask_rcnn_R_50_FPN_1x_syncbn.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [02/28 17:59:39] detectron2 INFO: Contents of args.config_file=configs/Misc/my_cascade_mask_rcnn_R_50_FPN_1x_syncbn.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" MASK_ON: True RESNETS: DEPTH: 50 NORM: "SyncBN" FPN: NORM: "SyncBN" ROI_HEADS: NAME: CascadeROIHeads ROI_BOX_HEAD: NUM_CONV: 4 NUM_FC: 1 NORM: "SyncBN" CLS_AGNOSTIC_BBOX_REG: True ROI_MASK_HEAD: NORM: "SyncBN" RPN: POST_NMS_TOPK_TRAIN: 2000 TEST: PRECISE_BN: ENABLED: True [02/28 17:59:39] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: 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 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: SyncBN OUT_CHANNELS: 256 KEYPOINT_ON: False LOAD_PROPOSALS: False MASK_ON: True META_ARCHITECTURE: GeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [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: SyncBN 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_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 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_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: True CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: CascadeROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: SyncBN NUM_CONV: 4 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_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: 2000 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: detectron2://ImageNetPretrained/MSRA/R-50.pkl OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 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: 0 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: True NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [02/28 17:59:39] detectron2 INFO: Full config saved to /home/ubuntu/mmdetection/detectron2/output/config.yaml [02/28 17:59:39] d2.utils.env INFO: Using a generated random seed 39298495 [02/28 17:59:40] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d( 256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral3): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral4): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral5): Conv2d( 2048, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output5): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1): Conv2d( 3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False (norm): 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): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) ) ) (proposal_generator): RPN( (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) (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)) ) ) (roi_heads): CascadeROIHeads( (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): ModuleList( (0): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) (1): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) (2): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) ) (box_predictor): ModuleList( (0): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (1): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (2): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (mask_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(14, 14), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(14, 14), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(14, 14), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(14, 14), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (mask_head): MaskRCNNConvUpsampleHead( (mask_fcn1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (mask_fcn2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (mask_fcn3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (mask_fcn4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (deconv): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2)) (predictor): Conv2d(256, 80, kernel_size=(1, 1), stride=(1, 1)) ) ) ) [02/28 18:01:24] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 103.41 seconds. [02/28 18:01:26] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [02/28 18:01:32] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [02/28 18:01:37] d2.data.build INFO: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 257253 | bicycle | 7056 | car | 43533 | | motorcycle | 8654 | airplane | 5129 | bus | 6061 | | train | 4570 | truck | 9970 | boat | 10576 | | traffic light | 12842 | fire hydrant | 1865 | stop sign | 1983 | | parking meter | 1283 | bench | 9820 | bird | 10542 | | cat | 4766 | dog | 5500 | horse | 6567 | | sheep | 9223 | cow | 8014 | elephant | 5484 | | bear | 1294 | zebra | 5269 | giraffe | 5128 | | backpack | 8714 | umbrella | 11265 | handbag | 12342 | | tie | 6448 | suitcase | 6112 | frisbee | 2681 | | skis | 6623 | snowboard | 2681 | sports ball | 6299 | | kite | 8802 | baseball bat | 3273 | baseball gl.. | 3747 | | skateboard | 5536 | surfboard | 6095 | tennis racket | 4807 | | bottle | 24070 | wine glass | 7839 | cup | 20574 | | fork | 5474 | knife | 7760 | spoon | 6159 | | bowl | 14323 | banana | 9195 | apple | 5776 | | sandwich | 4356 | orange | 6302 | broccoli | 7261 | | carrot | 7758 | hot dog | 2884 | pizza | 5807 | | donut | 7005 | cake | 6296 | chair | 38073 | | couch | 5779 | potted plant | 8631 | bed | 4192 | | dining table | 15695 | toilet | 4149 | tv | 5803 | | laptop | 4960 | mouse | 2261 | remote | 5700 | | keyboard | 2854 | cell phone | 6422 | microwave | 1672 | | oven | 3334 | toaster | 225 | sink | 5609 | | refrigerator | 2634 | book | 24077 | clock | 6320 | | vase | 6577 | scissors | 1464 | teddy bear | 4729 | | hair drier | 198 | toothbrush | 1945 | | | | total | 849949 | | | | | [02/28 18:01:37] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [02/28 18:01:42] d2.data.common INFO: Serialized dataset takes 457.92 MiB [02/28 18:01:42] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [02/28 18:01:42] d2.data.build INFO: Using training sampler TrainingSampler [02/28 18:02:07] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 16.07 seconds. [02/28 18:02:08] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [02/28 18:02:16] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [02/28 18:02:21] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [02/28 18:02:25] d2.data.common INFO: Serialized dataset takes 457.92 MiB [02/28 18:02:25] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [02/28 18:02:25] d2.data.build INFO: Using training sampler TrainingSampler [02/28 18:02:34] fvcore.common.checkpoint INFO: Loading checkpoint from detectron2://ImageNetPretrained/MSRA/R-50.pkl [02/28 18:02:34] fvcore.common.file_io INFO: URL https://dl.fbaipublicfiles.com/detectron2/ImageNetPretrained/MSRA/R-50.pkl cached in /home/ubuntu/.torch/fvcore_cache/detectron2/ImageNetPretrained/MSRA/R-50.pkl [02/28 18:02:53] d2.checkpoint.c2_model_loading INFO: Remapping C2 weights ...... [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.bias loaded from res2_0_branch2a_bn_beta of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.running_mean loaded from res2_0_branch2a_bn_running_mean of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.running_var loaded from res2_0_branch2a_bn_running_var of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.weight loaded from res2_0_branch2a_bn_gamma of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.weight loaded from res2_0_branch2a_w of shape (64, 64, 1, 1) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.bias loaded from res2_0_branch2b_bn_beta of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.running_mean loaded from res2_0_branch2b_bn_running_mean of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.running_var loaded from res2_0_branch2b_bn_running_var of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.weight loaded from res2_0_branch2b_bn_gamma of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.weight loaded from res2_0_branch2b_w of shape (64, 64, 3, 3) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.bias loaded from res2_0_branch2c_bn_beta of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.running_mean loaded from res2_0_branch2c_bn_running_mean of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.running_var loaded from res2_0_branch2c_bn_running_var of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.weight loaded from res2_0_branch2c_bn_gamma of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.weight loaded from res2_0_branch2c_w of shape (256, 64, 1, 1) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.bias loaded from res2_0_branch1_bn_beta of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.running_mean loaded from res2_0_branch1_bn_running_mean of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.running_var loaded from res2_0_branch1_bn_running_var of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.weight loaded from res2_0_branch1_bn_gamma of shape (256,) [02/28 18:02:54] 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from res4_5_branch2a_bn_running_var of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res4.5.conv1.norm.weight loaded from res4_5_branch2a_bn_gamma of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res4.5.conv1.weight loaded from res4_5_branch2a_w of shape (256, 1024, 1, 1) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res4.5.conv2.norm.bias loaded from res4_5_branch2b_bn_beta of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res4.5.conv2.norm.running_mean loaded from res4_5_branch2b_bn_running_mean of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res4.5.conv2.norm.running_var loaded from res4_5_branch2b_bn_running_var of shape (256,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res4.5.conv2.norm.weight loaded from res4_5_branch2b_bn_gamma of shape (256,) [02/28 18:02:54] 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res5_1_branch2b_bn_beta of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv2.norm.running_mean loaded from res5_1_branch2b_bn_running_mean of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv2.norm.running_var loaded from res5_1_branch2b_bn_running_var of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv2.norm.weight loaded from res5_1_branch2b_bn_gamma of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv2.weight loaded from res5_1_branch2b_w of shape (512, 512, 3, 3) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv3.norm.bias loaded from res5_1_branch2c_bn_beta of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv3.norm.running_mean loaded from res5_1_branch2c_bn_running_mean of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv3.norm.running_var loaded from res5_1_branch2c_bn_running_var of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv3.norm.weight loaded from res5_1_branch2c_bn_gamma of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.1.conv3.weight loaded from res5_1_branch2c_w of shape (2048, 512, 1, 1) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv1.norm.bias loaded from res5_2_branch2a_bn_beta of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv1.norm.running_mean loaded from res5_2_branch2a_bn_running_mean of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv1.norm.running_var loaded from res5_2_branch2a_bn_running_var of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv1.norm.weight loaded from res5_2_branch2a_bn_gamma of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv1.weight loaded from res5_2_branch2a_w of shape (512, 2048, 1, 1) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.bias loaded from res5_2_branch2b_bn_beta of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.running_mean loaded from res5_2_branch2b_bn_running_mean of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.running_var loaded from res5_2_branch2b_bn_running_var of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.weight loaded from res5_2_branch2b_bn_gamma of shape (512,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.weight loaded from res5_2_branch2b_w of shape (512, 512, 3, 3) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.bias loaded from res5_2_branch2c_bn_beta of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.running_mean loaded from res5_2_branch2c_bn_running_mean of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.running_var loaded from res5_2_branch2c_bn_running_var of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.weight loaded from res5_2_branch2c_bn_gamma of shape (2048,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.weight loaded from res5_2_branch2c_w of shape (2048, 512, 1, 1) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.bias loaded from res_conv1_bn_beta of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.running_mean loaded from res_conv1_bn_running_mean of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.running_var loaded from res_conv1_bn_running_var of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.weight loaded from res_conv1_bn_gamma of shape (64,) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.weight loaded from conv1_w of shape (64, 3, 7, 7) [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: Some model parameters are not in the checkpoint: backbone.bottom_up.res3.0.conv1.norm.num_batches_tracked backbone.bottom_up.res3.0.conv2.norm.num_batches_tracked backbone.bottom_up.res3.0.conv3.norm.num_batches_tracked backbone.bottom_up.res3.0.shortcut.norm.num_batches_tracked backbone.bottom_up.res3.1.conv1.norm.num_batches_tracked backbone.bottom_up.res3.1.conv2.norm.num_batches_tracked backbone.bottom_up.res3.1.conv3.norm.num_batches_tracked backbone.bottom_up.res3.2.conv1.norm.num_batches_tracked backbone.bottom_up.res3.2.conv2.norm.num_batches_tracked backbone.bottom_up.res3.2.conv3.norm.num_batches_tracked backbone.bottom_up.res3.3.conv1.norm.num_batches_tracked backbone.bottom_up.res3.3.conv2.norm.num_batches_tracked backbone.bottom_up.res3.3.conv3.norm.num_batches_tracked backbone.bottom_up.res4.0.conv1.norm.num_batches_tracked backbone.bottom_up.res4.0.conv2.norm.num_batches_tracked backbone.bottom_up.res4.0.conv3.norm.num_batches_tracked backbone.bottom_up.res4.0.shortcut.norm.num_batches_tracked backbone.bottom_up.res4.1.conv1.norm.num_batches_tracked backbone.bottom_up.res4.1.conv2.norm.num_batches_tracked backbone.bottom_up.res4.1.conv3.norm.num_batches_tracked backbone.bottom_up.res4.2.conv1.norm.num_batches_tracked backbone.bottom_up.res4.2.conv2.norm.num_batches_tracked backbone.bottom_up.res4.2.conv3.norm.num_batches_tracked backbone.bottom_up.res4.3.conv1.norm.num_batches_tracked backbone.bottom_up.res4.3.conv2.norm.num_batches_tracked backbone.bottom_up.res4.3.conv3.norm.num_batches_tracked backbone.bottom_up.res4.4.conv1.norm.num_batches_tracked backbone.bottom_up.res4.4.conv2.norm.num_batches_tracked backbone.bottom_up.res4.4.conv3.norm.num_batches_tracked backbone.bottom_up.res4.5.conv1.norm.num_batches_tracked backbone.bottom_up.res4.5.conv2.norm.num_batches_tracked backbone.bottom_up.res4.5.conv3.norm.num_batches_tracked backbone.bottom_up.res5.0.conv1.norm.num_batches_tracked backbone.bottom_up.res5.0.conv2.norm.num_batches_tracked backbone.bottom_up.res5.0.conv3.norm.num_batches_tracked backbone.bottom_up.res5.0.shortcut.norm.num_batches_tracked backbone.bottom_up.res5.1.conv1.norm.num_batches_tracked backbone.bottom_up.res5.1.conv2.norm.num_batches_tracked backbone.bottom_up.res5.1.conv3.norm.num_batches_tracked backbone.bottom_up.res5.2.conv1.norm.num_batches_tracked backbone.bottom_up.res5.2.conv2.norm.num_batches_tracked backbone.bottom_up.res5.2.conv3.norm.num_batches_tracked backbone.fpn_lateral2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral2.weight backbone.fpn_lateral3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral3.weight backbone.fpn_lateral4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral4.weight backbone.fpn_lateral5.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral5.weight backbone.fpn_output2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output2.weight backbone.fpn_output3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output3.weight backbone.fpn_output4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output4.weight backbone.fpn_output5.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output5.weight proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.anchor_deltas.{bias, weight} proposal_generator.rpn_head.conv.{bias, weight} proposal_generator.rpn_head.objectness_logits.{bias, weight} roi_heads.box_head.0.conv1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv1.weight roi_heads.box_head.0.conv2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv2.weight roi_heads.box_head.0.conv3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv3.weight roi_heads.box_head.0.conv4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv4.weight roi_heads.box_head.0.fc1.{bias, weight} roi_heads.box_head.1.conv1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv1.weight roi_heads.box_head.1.conv2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv2.weight roi_heads.box_head.1.conv3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv3.weight roi_heads.box_head.1.conv4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv4.weight roi_heads.box_head.1.fc1.{bias, weight} roi_heads.box_head.2.conv1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv1.weight roi_heads.box_head.2.conv2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv2.weight roi_heads.box_head.2.conv3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv3.weight roi_heads.box_head.2.conv4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv4.weight roi_heads.box_head.2.fc1.{bias, weight} roi_heads.box_predictor.0.bbox_pred.{bias, weight} roi_heads.box_predictor.0.cls_score.{bias, weight} roi_heads.box_predictor.1.bbox_pred.{bias, weight} roi_heads.box_predictor.1.cls_score.{bias, weight} roi_heads.box_predictor.2.bbox_pred.{bias, weight} roi_heads.box_predictor.2.cls_score.{bias, weight} roi_heads.mask_head.deconv.{bias, weight} roi_heads.mask_head.mask_fcn1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn1.weight roi_heads.mask_head.mask_fcn2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn2.weight roi_heads.mask_head.mask_fcn3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn3.weight roi_heads.mask_head.mask_fcn4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.mask_head.mask_fcn4.weight roi_heads.mask_head.predictor.{bias, weight} [02/28 18:02:54] d2.checkpoint.c2_model_loading INFO: The checkpoint contains parameters not used by the model: fc1000_b fc1000_w conv1_b [02/28 18:02:54] d2.engine.train_loop INFO: Starting training from iteration 0 [02/28 18:03:25] d2.utils.events INFO: eta: 12:55:55 iter: 19 total_loss: 12.001 loss_cls_stage0: 3.393 loss_box_reg_stage0: 0.037 loss_cls_stage1: 3.421 loss_box_reg_stage1: 0.020 loss_cls_stage2: 3.523 loss_box_reg_stage2: 0.007 loss_mask: 0.693 loss_rpn_cls: 0.690 loss_rpn_loc: 0.143 time: 0.5182 data_time: 0.8645 lr: 0.000400 max_mem: 6064M [02/28 18:03:36] d2.utils.events INFO: eta: 12:54:13 iter: 39 total_loss: 2.429 loss_cls_stage0: 0.314 loss_box_reg_stage0: 0.024 loss_cls_stage1: 0.254 loss_box_reg_stage1: 0.013 loss_cls_stage2: 0.241 loss_box_reg_stage2: 0.005 loss_mask: 0.693 loss_rpn_cls: 0.665 loss_rpn_loc: 0.182 time: 0.5154 data_time: 0.0103 lr: 0.000799 max_mem: 6278M [02/28 18:03:46] d2.utils.events INFO: eta: 12:54:02 iter: 59 total_loss: 2.510 loss_cls_stage0: 0.362 loss_box_reg_stage0: 0.020 loss_cls_stage1: 0.325 loss_box_reg_stage1: 0.010 loss_cls_stage2: 0.317 loss_box_reg_stage2: 0.007 loss_mask: 0.692 loss_rpn_cls: 0.625 loss_rpn_loc: 0.143 time: 0.5150 data_time: 0.0101 lr: 0.001199 max_mem: 6353M [02/28 18:03:57] d2.utils.events INFO: eta: 12:54:30 iter: 79 total_loss: 2.009 loss_cls_stage0: 0.200 loss_box_reg_stage0: 0.017 loss_cls_stage1: 0.182 loss_box_reg_stage1: 0.011 loss_cls_stage2: 0.174 loss_box_reg_stage2: 0.007 loss_mask: 0.691 loss_rpn_cls: 0.567 loss_rpn_loc: 0.150 time: 0.5152 data_time: 0.0105 lr: 0.001598 max_mem: 6353M [02/28 18:04:07] d2.utils.events INFO: eta: 12:54:19 iter: 99 total_loss: 1.915 loss_cls_stage0: 0.185 loss_box_reg_stage0: 0.023 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.012 loss_cls_stage2: 0.144 loss_box_reg_stage2: 0.006 loss_mask: 0.690 loss_rpn_cls: 0.534 loss_rpn_loc: 0.156 time: 0.5150 data_time: 0.0097 lr: 0.001998 max_mem: 6353M [02/28 18:04:17] d2.utils.events INFO: eta: 12:52:08 iter: 119 total_loss: 1.744 loss_cls_stage0: 0.156 loss_box_reg_stage0: 0.020 loss_cls_stage1: 0.139 loss_box_reg_stage1: 0.010 loss_cls_stage2: 0.128 loss_box_reg_stage2: 0.005 loss_mask: 0.688 loss_rpn_cls: 0.491 loss_rpn_loc: 0.147 time: 0.5145 data_time: 0.0097 lr: 0.002398 max_mem: 6353M [02/28 18:04:28] d2.utils.events INFO: eta: 12:51:08 iter: 139 total_loss: 1.764 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.032 loss_cls_stage1: 0.141 loss_box_reg_stage1: 0.015 loss_cls_stage2: 0.125 loss_box_reg_stage2: 0.006 loss_mask: 0.687 loss_rpn_cls: 0.456 loss_rpn_loc: 0.137 time: 0.5140 data_time: 0.0099 lr: 0.002797 max_mem: 6353M [02/28 18:04:38] d2.utils.events INFO: eta: 12:50:57 iter: 159 total_loss: 1.658 loss_cls_stage0: 0.170 loss_box_reg_stage0: 0.039 loss_cls_stage1: 0.128 loss_box_reg_stage1: 0.020 loss_cls_stage2: 0.113 loss_box_reg_stage2: 0.008 loss_mask: 0.687 loss_rpn_cls: 0.379 loss_rpn_loc: 0.128 time: 0.5140 data_time: 0.0095 lr: 0.003197 max_mem: 6353M [02/28 18:04:49] d2.utils.events INFO: eta: 12:51:08 iter: 179 total_loss: 1.715 loss_cls_stage0: 0.201 loss_box_reg_stage0: 0.065 loss_cls_stage1: 0.141 loss_box_reg_stage1: 0.031 loss_cls_stage2: 0.120 loss_box_reg_stage2: 0.010 loss_mask: 0.687 loss_rpn_cls: 0.334 loss_rpn_loc: 0.111 time: 0.5141 data_time: 0.0102 lr: 0.003596 max_mem: 6353M [02/28 18:04:59] d2.utils.events INFO: eta: 12:51:23 iter: 199 total_loss: 1.795 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.087 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.042 loss_cls_stage2: 0.127 loss_box_reg_stage2: 0.016 loss_mask: 0.688 loss_rpn_cls: 0.309 loss_rpn_loc: 0.118 time: 0.5145 data_time: 0.0106 lr: 0.003996 max_mem: 6353M [02/28 18:05:10] d2.utils.events INFO: eta: 12:51:57 iter: 219 total_loss: 1.840 loss_cls_stage0: 0.277 loss_box_reg_stage0: 0.112 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.055 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.020 loss_mask: 0.687 loss_rpn_cls: 0.271 loss_rpn_loc: 0.142 time: 0.5152 data_time: 0.0099 lr: 0.004396 max_mem: 6521M [02/28 18:05:20] d2.utils.events INFO: eta: 12:52:33 iter: 239 total_loss: 2.007 loss_cls_stage0: 0.327 loss_box_reg_stage0: 0.146 loss_cls_stage1: 0.197 loss_box_reg_stage1: 0.072 loss_cls_stage2: 0.142 loss_box_reg_stage2: 0.026 loss_mask: 0.685 loss_rpn_cls: 0.264 loss_rpn_loc: 0.126 time: 0.5156 data_time: 0.0096 lr: 0.004795 max_mem: 6521M [02/28 18:05:31] d2.utils.events INFO: eta: 12:53:29 iter: 259 total_loss: 2.248 loss_cls_stage0: 0.388 loss_box_reg_stage0: 0.194 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.108 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.037 loss_mask: 0.685 loss_rpn_cls: 0.233 loss_rpn_loc: 0.143 time: 0.5166 data_time: 0.0095 lr: 0.005195 max_mem: 6521M [02/28 18:05:42] d2.utils.events INFO: eta: 12:53:44 iter: 279 total_loss: 2.032 loss_cls_stage0: 0.374 loss_box_reg_stage0: 0.185 loss_cls_stage1: 0.210 loss_box_reg_stage1: 0.094 loss_cls_stage2: 0.141 loss_box_reg_stage2: 0.031 loss_mask: 0.682 loss_rpn_cls: 0.198 loss_rpn_loc: 0.135 time: 0.5175 data_time: 0.0101 lr: 0.005594 max_mem: 6521M [02/28 18:05:53] d2.utils.events INFO: eta: 12:54:23 iter: 299 total_loss: 2.294 loss_cls_stage0: 0.440 loss_box_reg_stage0: 0.245 loss_cls_stage1: 0.245 loss_box_reg_stage1: 0.125 loss_cls_stage2: 0.157 loss_box_reg_stage2: 0.039 loss_mask: 0.681 loss_rpn_cls: 0.207 loss_rpn_loc: 0.134 time: 0.5187 data_time: 0.0106 lr: 0.005994 max_mem: 6521M [02/28 18:06:03] d2.utils.events INFO: eta: 12:55:51 iter: 319 total_loss: 2.136 loss_cls_stage0: 0.408 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.219 loss_box_reg_stage1: 0.109 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.039 loss_mask: 0.677 loss_rpn_cls: 0.174 loss_rpn_loc: 0.140 time: 0.5195 data_time: 0.0100 lr: 0.006394 max_mem: 6521M [02/28 18:06:14] d2.utils.events INFO: eta: 12:56:26 iter: 339 total_loss: 2.299 loss_cls_stage0: 0.459 loss_box_reg_stage0: 0.290 loss_cls_stage1: 0.253 loss_box_reg_stage1: 0.148 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.049 loss_mask: 0.678 loss_rpn_cls: 0.149 loss_rpn_loc: 0.116 time: 0.5210 data_time: 0.0099 lr: 0.006793 max_mem: 6521M [02/28 18:06:25] d2.utils.events INFO: eta: 12:57:49 iter: 359 total_loss: 2.357 loss_cls_stage0: 0.477 loss_box_reg_stage0: 0.310 loss_cls_stage1: 0.258 loss_box_reg_stage1: 0.169 loss_cls_stage2: 0.152 loss_box_reg_stage2: 0.055 loss_mask: 0.673 loss_rpn_cls: 0.142 loss_rpn_loc: 0.113 time: 0.5224 data_time: 0.0096 lr: 0.007193 max_mem: 6521M [02/28 18:06:36] d2.utils.events INFO: eta: 12:58:33 iter: 379 total_loss: 2.622 loss_cls_stage0: 0.559 loss_box_reg_stage0: 0.360 loss_cls_stage1: 0.303 loss_box_reg_stage1: 0.188 loss_cls_stage2: 0.174 loss_box_reg_stage2: 0.068 loss_mask: 0.676 loss_rpn_cls: 0.140 loss_rpn_loc: 0.138 time: 0.5237 data_time: 0.0090 lr: 0.007592 max_mem: 6521M [02/28 18:06:47] d2.utils.events INFO: eta: 12:59:36 iter: 399 total_loss: 2.417 loss_cls_stage0: 0.481 loss_box_reg_stage0: 0.314 loss_cls_stage1: 0.267 loss_box_reg_stage1: 0.182 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.071 loss_mask: 0.669 loss_rpn_cls: 0.133 loss_rpn_loc: 0.142 time: 0.5247 data_time: 0.0090 lr: 0.007992 max_mem: 6589M [02/28 18:06:59] d2.utils.events INFO: eta: 13:00:27 iter: 419 total_loss: 2.643 loss_cls_stage0: 0.542 loss_box_reg_stage0: 0.374 loss_cls_stage1: 0.294 loss_box_reg_stage1: 0.224 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.082 loss_mask: 0.664 loss_rpn_cls: 0.135 loss_rpn_loc: 0.134 time: 0.5261 data_time: 0.0096 lr: 0.008392 max_mem: 6599M [02/28 18:07:10] d2.utils.events INFO: eta: 13:01:56 iter: 439 total_loss: 2.823 loss_cls_stage0: 0.567 loss_box_reg_stage0: 0.370 loss_cls_stage1: 0.335 loss_box_reg_stage1: 0.271 loss_cls_stage2: 0.187 loss_box_reg_stage2: 0.105 loss_mask: 0.657 loss_rpn_cls: 0.141 loss_rpn_loc: 0.135 time: 0.5276 data_time: 0.0096 lr: 0.008791 max_mem: 6599M [02/28 18:07:21] d2.utils.events INFO: eta: 13:03:36 iter: 459 total_loss: 2.781 loss_cls_stage0: 0.529 loss_box_reg_stage0: 0.382 loss_cls_stage1: 0.322 loss_box_reg_stage1: 0.314 loss_cls_stage2: 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19:37:22] d2.utils.events INFO: eta: 12:45:00 iter: 9839 total_loss: 2.511 loss_cls_stage0: 0.272 loss_box_reg_stage0: 0.284 loss_cls_stage1: 0.260 loss_box_reg_stage1: 0.476 loss_cls_stage2: 0.243 loss_box_reg_stage2: 0.524 loss_mask: 0.295 loss_rpn_cls: 0.058 loss_rpn_loc: 0.084 time: 0.5709 data_time: 0.0101 lr: 0.020000 max_mem: 7224M [02/28 19:37:33] d2.utils.events INFO: eta: 12:44:31 iter: 9859 total_loss: 2.477 loss_cls_stage0: 0.252 loss_box_reg_stage0: 0.285 loss_cls_stage1: 0.236 loss_box_reg_stage1: 0.472 loss_cls_stage2: 0.228 loss_box_reg_stage2: 0.499 loss_mask: 0.299 loss_rpn_cls: 0.059 loss_rpn_loc: 0.080 time: 0.5709 data_time: 0.0096 lr: 0.020000 max_mem: 7224M [02/28 19:37:45] d2.utils.events INFO: eta: 12:44:18 iter: 9879 total_loss: 2.439 loss_cls_stage0: 0.261 loss_box_reg_stage0: 0.286 loss_cls_stage1: 0.250 loss_box_reg_stage1: 0.457 loss_cls_stage2: 0.227 loss_box_reg_stage2: 0.498 loss_mask: 0.304 loss_rpn_cls: 0.059 loss_rpn_loc: 0.086 time: 0.5709 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loss_rpn_cls: 0.064 loss_rpn_loc: 0.083 time: 0.5709 data_time: 0.0093 lr: 0.020000 max_mem: 7224M [02/28 19:38:31] d2.utils.events INFO: eta: 12:43:34 iter: 9959 total_loss: 2.549 loss_cls_stage0: 0.277 loss_box_reg_stage0: 0.296 loss_cls_stage1: 0.260 loss_box_reg_stage1: 0.493 loss_cls_stage2: 0.240 loss_box_reg_stage2: 0.539 loss_mask: 0.297 loss_rpn_cls: 0.062 loss_rpn_loc: 0.105 time: 0.5709 data_time: 0.0093 lr: 0.020000 max_mem: 7224M [02/28 19:38:42] d2.utils.events INFO: eta: 12:43:20 iter: 9979 total_loss: 2.541 loss_cls_stage0: 0.291 loss_box_reg_stage0: 0.288 loss_cls_stage1: 0.285 loss_box_reg_stage1: 0.482 loss_cls_stage2: 0.263 loss_box_reg_stage2: 0.534 loss_mask: 0.295 loss_rpn_cls: 0.056 loss_rpn_loc: 0.088 time: 0.5709 data_time: 0.0096 lr: 0.020000 max_mem: 7224M [02/28 19:38:54] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0009999.pth [02/28 19:38:54] d2.utils.events INFO: eta: 12:43:07 iter: 9999 total_loss: 2.621 loss_cls_stage0: 0.298 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21:15:34] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0019999.pth [02/28 21:15:35] d2.utils.events INFO: eta: 11:07:37 iter: 19999 total_loss: 2.525 loss_cls_stage0: 0.262 loss_box_reg_stage0: 0.284 loss_cls_stage1: 0.247 loss_box_reg_stage1: 0.486 loss_cls_stage2: 0.231 loss_box_reg_stage2: 0.539 loss_mask: 0.282 loss_rpn_cls: 0.053 loss_rpn_loc: 0.088 time: 0.5732 data_time: 0.0097 lr: 0.020000 max_mem: 7224M [02/28 21:15:46] d2.utils.events INFO: eta: 11:07:30 iter: 20019 total_loss: 2.299 loss_cls_stage0: 0.233 loss_box_reg_stage0: 0.263 loss_cls_stage1: 0.209 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.204 loss_box_reg_stage2: 0.487 loss_mask: 0.287 loss_rpn_cls: 0.046 loss_rpn_loc: 0.070 time: 0.5732 data_time: 0.0101 lr: 0.020000 max_mem: 7224M [02/28 21:15:58] d2.utils.events INFO: eta: 11:07:11 iter: 20039 total_loss: 2.470 loss_cls_stage0: 0.274 loss_box_reg_stage0: 0.275 loss_cls_stage1: 0.260 loss_box_reg_stage1: 0.464 loss_cls_stage2: 0.245 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22:00:55] d2.utils.events INFO: eta: 10:24:00 iter: 24679 total_loss: 2.342 loss_cls_stage0: 0.238 loss_box_reg_stage0: 0.263 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.459 loss_cls_stage2: 0.208 loss_box_reg_stage2: 0.490 loss_mask: 0.274 loss_rpn_cls: 0.056 loss_rpn_loc: 0.076 time: 0.5738 data_time: 0.0095 lr: 0.020000 max_mem: 7224M [02/28 22:01:07] d2.utils.events INFO: eta: 10:24:05 iter: 24699 total_loss: 2.580 loss_cls_stage0: 0.271 loss_box_reg_stage0: 0.292 loss_cls_stage1: 0.272 loss_box_reg_stage1: 0.508 loss_cls_stage2: 0.245 loss_box_reg_stage2: 0.565 loss_mask: 0.258 loss_rpn_cls: 0.054 loss_rpn_loc: 0.086 time: 0.5738 data_time: 0.0092 lr: 0.020000 max_mem: 7224M [02/28 22:01:18] d2.utils.events INFO: eta: 10:23:49 iter: 24719 total_loss: 2.496 loss_cls_stage0: 0.246 loss_box_reg_stage0: 0.280 loss_cls_stage1: 0.243 loss_box_reg_stage1: 0.504 loss_cls_stage2: 0.230 loss_box_reg_stage2: 0.568 loss_mask: 0.280 loss_rpn_cls: 0.052 loss_rpn_loc: 0.092 time: 0.5738 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22:50:05] d2.utils.events INFO: eta: 9:34:10 iter: 29759 total_loss: 2.403 loss_cls_stage0: 0.243 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.225 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.213 loss_box_reg_stage2: 0.517 loss_mask: 0.265 loss_rpn_cls: 0.048 loss_rpn_loc: 0.089 time: 0.5742 data_time: 0.0097 lr: 0.020000 max_mem: 7224M [02/28 22:50:17] d2.utils.events INFO: eta: 9:34:09 iter: 29779 total_loss: 2.359 loss_cls_stage0: 0.251 loss_box_reg_stage0: 0.271 loss_cls_stage1: 0.235 loss_box_reg_stage1: 0.437 loss_cls_stage2: 0.223 loss_box_reg_stage2: 0.505 loss_mask: 0.269 loss_rpn_cls: 0.043 loss_rpn_loc: 0.074 time: 0.5742 data_time: 0.0102 lr: 0.020000 max_mem: 7224M [02/28 22:50:28] d2.utils.events INFO: eta: 9:34:04 iter: 29799 total_loss: 2.302 loss_cls_stage0: 0.248 loss_box_reg_stage0: 0.265 loss_cls_stage1: 0.231 loss_box_reg_stage1: 0.459 loss_cls_stage2: 0.224 loss_box_reg_stage2: 0.512 loss_mask: 0.260 loss_rpn_cls: 0.047 loss_rpn_loc: 0.079 time: 0.5742 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loss_box_reg_stage2: 0.548 loss_mask: 0.279 loss_rpn_cls: 0.045 loss_rpn_loc: 0.091 time: 0.5742 data_time: 0.0095 lr: 0.020000 max_mem: 7224M [02/28 22:51:49] d2.utils.events INFO: eta: 9:32:45 iter: 29939 total_loss: 2.302 loss_cls_stage0: 0.228 loss_box_reg_stage0: 0.264 loss_cls_stage1: 0.217 loss_box_reg_stage1: 0.461 loss_cls_stage2: 0.208 loss_box_reg_stage2: 0.529 loss_mask: 0.284 loss_rpn_cls: 0.048 loss_rpn_loc: 0.081 time: 0.5742 data_time: 0.0096 lr: 0.020000 max_mem: 7224M [02/28 22:52:01] d2.utils.events INFO: eta: 9:32:34 iter: 29959 total_loss: 2.262 loss_cls_stage0: 0.247 loss_box_reg_stage0: 0.249 loss_cls_stage1: 0.234 loss_box_reg_stage1: 0.449 loss_cls_stage2: 0.212 loss_box_reg_stage2: 0.490 loss_mask: 0.268 loss_rpn_cls: 0.051 loss_rpn_loc: 0.083 time: 0.5742 data_time: 0.0089 lr: 0.020000 max_mem: 7224M [02/28 22:52:13] d2.utils.events INFO: eta: 9:32:21 iter: 29979 total_loss: 2.275 loss_cls_stage0: 0.235 loss_box_reg_stage0: 0.257 loss_cls_stage1: 0.217 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23:39:14] d2.utils.events INFO: eta: 8:44:57 iter: 34839 total_loss: 2.420 loss_cls_stage0: 0.254 loss_box_reg_stage0: 0.278 loss_cls_stage1: 0.241 loss_box_reg_stage1: 0.471 loss_cls_stage2: 0.217 loss_box_reg_stage2: 0.537 loss_mask: 0.270 loss_rpn_cls: 0.052 loss_rpn_loc: 0.092 time: 0.5745 data_time: 0.0094 lr: 0.020000 max_mem: 7224M [02/28 23:39:25] d2.utils.events INFO: eta: 8:44:36 iter: 34859 total_loss: 2.305 loss_cls_stage0: 0.236 loss_box_reg_stage0: 0.271 loss_cls_stage1: 0.224 loss_box_reg_stage1: 0.454 loss_cls_stage2: 0.211 loss_box_reg_stage2: 0.518 loss_mask: 0.273 loss_rpn_cls: 0.053 loss_rpn_loc: 0.068 time: 0.5745 data_time: 0.0091 lr: 0.020000 max_mem: 7224M [02/28 23:39:37] d2.utils.events INFO: eta: 8:44:36 iter: 34879 total_loss: 2.444 loss_cls_stage0: 0.264 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.254 loss_box_reg_stage1: 0.493 loss_cls_stage2: 0.243 loss_box_reg_stage2: 0.528 loss_mask: 0.276 loss_rpn_cls: 0.058 loss_rpn_loc: 0.098 time: 0.5745 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loss_rpn_cls: 0.049 loss_rpn_loc: 0.078 time: 0.5745 data_time: 0.0093 lr: 0.020000 max_mem: 7224M [02/28 23:40:24] d2.utils.events INFO: eta: 8:43:56 iter: 34959 total_loss: 2.207 loss_cls_stage0: 0.244 loss_box_reg_stage0: 0.259 loss_cls_stage1: 0.235 loss_box_reg_stage1: 0.440 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.498 loss_mask: 0.264 loss_rpn_cls: 0.047 loss_rpn_loc: 0.070 time: 0.5746 data_time: 0.0101 lr: 0.020000 max_mem: 7224M [02/28 23:40:35] d2.utils.events INFO: eta: 8:43:47 iter: 34979 total_loss: 2.295 loss_cls_stage0: 0.232 loss_box_reg_stage0: 0.269 loss_cls_stage1: 0.218 loss_box_reg_stage1: 0.455 loss_cls_stage2: 0.209 loss_box_reg_stage2: 0.503 loss_mask: 0.266 loss_rpn_cls: 0.040 loss_rpn_loc: 0.079 time: 0.5746 data_time: 0.0094 lr: 0.020000 max_mem: 7224M [02/28 23:40:47] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0034999.pth [02/28 23:40:47] d2.utils.events INFO: eta: 8:43:35 iter: 34999 total_loss: 2.450 loss_cls_stage0: 0.257 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01:13:55] d2.utils.events INFO: eta: 7:13:37 iter: 44599 total_loss: 2.382 loss_cls_stage0: 0.246 loss_box_reg_stage0: 0.276 loss_cls_stage1: 0.230 loss_box_reg_stage1: 0.464 loss_cls_stage2: 0.221 loss_box_reg_stage2: 0.546 loss_mask: 0.257 loss_rpn_cls: 0.051 loss_rpn_loc: 0.079 time: 0.5752 data_time: 0.0093 lr: 0.020000 max_mem: 7224M [02/29 01:14:06] d2.utils.events INFO: eta: 7:13:22 iter: 44619 total_loss: 2.017 loss_cls_stage0: 0.202 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.195 loss_box_reg_stage1: 0.408 loss_cls_stage2: 0.191 loss_box_reg_stage2: 0.477 loss_mask: 0.248 loss_rpn_cls: 0.048 loss_rpn_loc: 0.078 time: 0.5752 data_time: 0.0097 lr: 0.020000 max_mem: 7224M [02/29 01:14:18] d2.utils.events INFO: eta: 7:13:06 iter: 44639 total_loss: 2.130 loss_cls_stage0: 0.216 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.208 loss_box_reg_stage1: 0.416 loss_cls_stage2: 0.204 loss_box_reg_stage2: 0.484 loss_mask: 0.250 loss_rpn_cls: 0.048 loss_rpn_loc: 0.073 time: 0.5752 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01:17:47] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0044999.pth [02/29 01:17:47] d2.utils.events INFO: eta: 7:09:48 iter: 44999 total_loss: 2.184 loss_cls_stage0: 0.224 loss_box_reg_stage0: 0.253 loss_cls_stage1: 0.208 loss_box_reg_stage1: 0.445 loss_cls_stage2: 0.202 loss_box_reg_stage2: 0.491 loss_mask: 0.256 loss_rpn_cls: 0.050 loss_rpn_loc: 0.072 time: 0.5752 data_time: 0.0106 lr: 0.020000 max_mem: 7224M [02/29 01:17:59] d2.utils.events INFO: eta: 7:09:47 iter: 45019 total_loss: 2.330 loss_cls_stage0: 0.258 loss_box_reg_stage0: 0.267 loss_cls_stage1: 0.247 loss_box_reg_stage1: 0.462 loss_cls_stage2: 0.222 loss_box_reg_stage2: 0.545 loss_mask: 0.259 loss_rpn_cls: 0.045 loss_rpn_loc: 0.084 time: 0.5752 data_time: 0.0097 lr: 0.020000 max_mem: 7224M [02/29 01:18:11] d2.utils.events INFO: eta: 7:09:40 iter: 45039 total_loss: 2.343 loss_cls_stage0: 0.234 loss_box_reg_stage0: 0.265 loss_cls_stage1: 0.222 loss_box_reg_stage1: 0.459 loss_cls_stage2: 0.209 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06:53:59] d2.utils.events INFO: eta: 1:40:00 iter: 79539 total_loss: 2.059 loss_cls_stage0: 0.183 loss_box_reg_stage0: 0.237 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.421 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.507 loss_mask: 0.232 loss_rpn_cls: 0.034 loss_rpn_loc: 0.069 time: 0.5774 data_time: 0.0096 lr: 0.002000 max_mem: 7224M [02/29 06:54:11] d2.utils.events INFO: eta: 1:39:48 iter: 79559 total_loss: 2.113 loss_cls_stage0: 0.187 loss_box_reg_stage0: 0.237 loss_cls_stage1: 0.176 loss_box_reg_stage1: 0.424 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.534 loss_mask: 0.250 loss_rpn_cls: 0.031 loss_rpn_loc: 0.064 time: 0.5774 data_time: 0.0088 lr: 0.002000 max_mem: 7224M [02/29 06:54:23] d2.utils.events INFO: eta: 1:39:37 iter: 79579 total_loss: 2.101 loss_cls_stage0: 0.189 loss_box_reg_stage0: 0.238 loss_cls_stage1: 0.178 loss_box_reg_stage1: 0.444 loss_cls_stage2: 0.174 loss_box_reg_stage2: 0.510 loss_mask: 0.248 loss_rpn_cls: 0.033 loss_rpn_loc: 0.059 time: 0.5774 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06:57:54] d2.utils.events INFO: eta: 1:36:10 iter: 79939 total_loss: 1.970 loss_cls_stage0: 0.178 loss_box_reg_stage0: 0.233 loss_cls_stage1: 0.167 loss_box_reg_stage1: 0.413 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.500 loss_mask: 0.229 loss_rpn_cls: 0.035 loss_rpn_loc: 0.061 time: 0.5775 data_time: 0.0097 lr: 0.002000 max_mem: 7224M [02/29 06:58:05] d2.utils.events INFO: eta: 1:35:59 iter: 79959 total_loss: 2.011 loss_cls_stage0: 0.176 loss_box_reg_stage0: 0.239 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.445 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.531 loss_mask: 0.242 loss_rpn_cls: 0.038 loss_rpn_loc: 0.070 time: 0.5775 data_time: 0.0095 lr: 0.002000 max_mem: 7224M [02/29 06:58:17] d2.utils.events INFO: eta: 1:35:47 iter: 79979 total_loss: 2.097 loss_cls_stage0: 0.188 loss_box_reg_stage0: 0.245 loss_cls_stage1: 0.180 loss_box_reg_stage1: 0.433 loss_cls_stage2: 0.177 loss_box_reg_stage2: 0.518 loss_mask: 0.234 loss_rpn_cls: 0.034 loss_rpn_loc: 0.070 time: 0.5775 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07:43:36] d2.utils.events INFO: eta: 0:51:34 iter: 84619 total_loss: 1.915 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.216 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.403 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.505 loss_mask: 0.244 loss_rpn_cls: 0.031 loss_rpn_loc: 0.067 time: 0.5778 data_time: 0.0098 lr: 0.000200 max_mem: 7224M [02/29 07:43:48] d2.utils.events INFO: eta: 0:51:23 iter: 84639 total_loss: 2.114 loss_cls_stage0: 0.182 loss_box_reg_stage0: 0.244 loss_cls_stage1: 0.175 loss_box_reg_stage1: 0.449 loss_cls_stage2: 0.173 loss_box_reg_stage2: 0.527 loss_mask: 0.236 loss_rpn_cls: 0.032 loss_rpn_loc: 0.075 time: 0.5778 data_time: 0.0091 lr: 0.000200 max_mem: 7224M [02/29 07:43:59] d2.utils.events INFO: eta: 0:51:10 iter: 84659 total_loss: 1.979 loss_cls_stage0: 0.166 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.169 loss_box_reg_stage1: 0.427 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.524 loss_mask: 0.230 loss_rpn_cls: 0.031 loss_rpn_loc: 0.066 time: 0.5778 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data_time: 0.0094 lr: 0.000200 max_mem: 7224M [02/29 08:33:49] d2.utils.events INFO: eta: 0:02:18 iter: 89759 total_loss: 1.920 loss_cls_stage0: 0.168 loss_box_reg_stage0: 0.221 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.400 loss_cls_stage2: 0.147 loss_box_reg_stage2: 0.490 loss_mask: 0.232 loss_rpn_cls: 0.030 loss_rpn_loc: 0.068 time: 0.5781 data_time: 0.0101 lr: 0.000200 max_mem: 7224M [02/29 08:34:01] d2.utils.events INFO: eta: 0:02:06 iter: 89779 total_loss: 2.027 loss_cls_stage0: 0.185 loss_box_reg_stage0: 0.243 loss_cls_stage1: 0.171 loss_box_reg_stage1: 0.418 loss_cls_stage2: 0.166 loss_box_reg_stage2: 0.519 loss_mask: 0.237 loss_rpn_cls: 0.035 loss_rpn_loc: 0.068 time: 0.5781 data_time: 0.0103 lr: 0.000200 max_mem: 7224M [02/29 08:34:13] d2.utils.events INFO: eta: 0:01:55 iter: 89799 total_loss: 1.903 loss_cls_stage0: 0.157 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.147 loss_box_reg_stage1: 0.407 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.488 loss_mask: 0.233 loss_rpn_cls: 0.030 loss_rpn_loc: 0.068 time: 0.5781 data_time: 0.0096 lr: 0.000200 max_mem: 7224M [02/29 08:34:25] d2.utils.events INFO: eta: 0:01:43 iter: 89819 total_loss: 1.907 loss_cls_stage0: 0.169 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.388 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.456 loss_mask: 0.216 loss_rpn_cls: 0.033 loss_rpn_loc: 0.071 time: 0.5781 data_time: 0.0095 lr: 0.000200 max_mem: 7224M [02/29 08:34:36] d2.utils.events INFO: eta: 0:01:32 iter: 89839 total_loss: 2.031 loss_cls_stage0: 0.177 loss_box_reg_stage0: 0.238 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.487 loss_mask: 0.233 loss_rpn_cls: 0.034 loss_rpn_loc: 0.070 time: 0.5781 data_time: 0.0102 lr: 0.000200 max_mem: 7224M [02/29 08:34:48] d2.utils.events INFO: eta: 0:01:21 iter: 89859 total_loss: 1.957 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.171 loss_box_reg_stage1: 0.413 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.485 loss_mask: 0.223 loss_rpn_cls: 0.027 loss_rpn_loc: 0.062 time: 0.5781 data_time: 0.0102 lr: 0.000200 max_mem: 7224M [02/29 08:35:00] d2.utils.events INFO: eta: 0:01:09 iter: 89879 total_loss: 1.881 loss_cls_stage0: 0.168 loss_box_reg_stage0: 0.206 loss_cls_stage1: 0.157 loss_box_reg_stage1: 0.379 loss_cls_stage2: 0.155 loss_box_reg_stage2: 0.469 loss_mask: 0.216 loss_rpn_cls: 0.030 loss_rpn_loc: 0.070 time: 0.5781 data_time: 0.0098 lr: 0.000200 max_mem: 7224M [02/29 08:35:12] d2.utils.events INFO: eta: 0:00:58 iter: 89899 total_loss: 2.015 loss_cls_stage0: 0.161 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.151 loss_box_reg_stage1: 0.409 loss_cls_stage2: 0.144 loss_box_reg_stage2: 0.508 loss_mask: 0.234 loss_rpn_cls: 0.031 loss_rpn_loc: 0.068 time: 0.5781 data_time: 0.0097 lr: 0.000200 max_mem: 7224M [02/29 08:35:24] d2.utils.events INFO: eta: 0:00:46 iter: 89919 total_loss: 1.956 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.426 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.510 loss_mask: 0.227 loss_rpn_cls: 0.029 loss_rpn_loc: 0.063 time: 0.5781 data_time: 0.0096 lr: 0.000200 max_mem: 7224M [02/29 08:35:35] d2.utils.events INFO: eta: 0:00:35 iter: 89939 total_loss: 2.078 loss_cls_stage0: 0.184 loss_box_reg_stage0: 0.236 loss_cls_stage1: 0.177 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.514 loss_mask: 0.238 loss_rpn_cls: 0.028 loss_rpn_loc: 0.068 time: 0.5781 data_time: 0.0100 lr: 0.000200 max_mem: 7224M [02/29 08:35:47] d2.utils.events INFO: eta: 0:00:23 iter: 89959 total_loss: 1.995 loss_cls_stage0: 0.178 loss_box_reg_stage0: 0.235 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.435 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.505 loss_mask: 0.233 loss_rpn_cls: 0.033 loss_rpn_loc: 0.070 time: 0.5782 data_time: 0.0090 lr: 0.000200 max_mem: 7224M [02/29 08:35:59] d2.utils.events INFO: eta: 0:00:12 iter: 89979 total_loss: 1.989 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.216 loss_cls_stage1: 0.176 loss_box_reg_stage1: 0.416 loss_cls_stage2: 0.169 loss_box_reg_stage2: 0.500 loss_mask: 0.222 loss_rpn_cls: 0.033 loss_rpn_loc: 0.067 time: 0.5782 data_time: 0.0093 lr: 0.000200 max_mem: 7224M [02/29 08:36:11] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [02/29 08:36:43] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [02/29 08:37:15] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [02/29 08:37:15] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0089999.pth [02/29 08:37:16] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_final.pth [02/29 08:37:18] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.81 seconds. [02/29 08:37:18] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [02/29 08:37:19] d2.data.build INFO: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 10777 | bicycle | 314 | car | 1918 | | motorcycle | 367 | airplane | 143 | bus | 283 | | train | 190 | truck | 414 | boat | 424 | | traffic light | 634 | fire hydrant | 101 | stop sign | 75 | | parking meter | 60 | bench | 411 | bird | 427 | | cat | 202 | dog | 218 | horse | 272 | | sheep | 354 | cow | 372 | elephant | 252 | | bear | 71 | zebra | 266 | giraffe | 232 | | backpack | 371 | umbrella | 407 | handbag | 540 | | tie | 252 | suitcase | 299 | frisbee | 115 | | skis | 241 | snowboard | 69 | sports ball | 260 | | kite | 327 | baseball bat | 145 | baseball gl.. | 148 | | skateboard | 179 | surfboard | 267 | tennis racket | 225 | | bottle | 1013 | wine glass | 341 | cup | 895 | | fork | 215 | knife | 325 | spoon | 253 | | bowl | 623 | banana | 370 | apple | 236 | | sandwich | 177 | orange | 285 | broccoli | 312 | | carrot | 365 | hot dog | 125 | pizza | 284 | | donut | 328 | cake | 310 | chair | 1771 | | couch | 261 | potted plant | 342 | bed | 163 | | dining table | 695 | toilet | 179 | tv | 288 | | laptop | 231 | mouse | 106 | remote | 283 | | keyboard | 153 | cell phone | 262 | microwave | 55 | | oven | 143 | toaster | 9 | sink | 225 | | refrigerator | 126 | book | 1129 | clock | 267 | | vase | 274 | scissors | 36 | teddy bear | 190 | | hair drier | 11 | toothbrush | 57 | | | | total | 36335 | | | | | [02/29 08:37:19] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [02/29 08:37:19] d2.data.common INFO: Serialized dataset takes 19.39 MiB [02/29 08:37:20] d2.evaluation.evaluator INFO: Start inference on 625 images [02/29 08:37:27] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0842 s / img. ETA=0:01:02 [02/29 08:37:32] d2.evaluation.evaluator INFO: Inference done 61/625. 0.0842 s / img. ETA=0:00:56 [02/29 08:37:37] d2.evaluation.evaluator INFO: Inference done 110/625. 0.0841 s / img. ETA=0:00:52 [02/29 08:37:42] d2.evaluation.evaluator INFO: Inference done 158/625. 0.0845 s / img. ETA=0:00:47 [02/29 08:37:47] d2.evaluation.evaluator INFO: Inference done 207/625. 0.0845 s / img. ETA=0:00:42 [02/29 08:37:52] d2.evaluation.evaluator INFO: Inference done 253/625. 0.0859 s / img. ETA=0:00:38 [02/29 08:37:57] d2.evaluation.evaluator INFO: Inference done 302/625. 0.0856 s / img. ETA=0:00:33 [02/29 08:38:02] d2.evaluation.evaluator INFO: Inference done 351/625. 0.0855 s / img. ETA=0:00:28 [02/29 08:38:07] d2.evaluation.evaluator INFO: Inference done 402/625. 0.0853 s / img. ETA=0:00:23 [02/29 08:38:12] d2.evaluation.evaluator INFO: Inference done 454/625. 0.0851 s / img. ETA=0:00:17 [02/29 08:38:18] d2.evaluation.evaluator INFO: Inference done 504/625. 0.0851 s / img. ETA=0:00:12 [02/29 08:38:23] d2.evaluation.evaluator INFO: Inference done 552/625. 0.0850 s / img. ETA=0:00:07 [02/29 08:38:28] d2.evaluation.evaluator INFO: Inference done 602/625. 0.0849 s / img. ETA=0:00:02 [02/29 08:38:30] d2.evaluation.evaluator INFO: Total inference time: 0:01:03.885632 (0.103041 s / img per device, on 8 devices) [02/29 08:38:30] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:52 (0.084930 s / img per device, on 8 devices) [02/29 08:38:34] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [02/29 08:38:34] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json [02/29 08:38:36] d2.evaluation.coco_evaluation INFO: Evaluating predictions ... [02/29 08:39:21] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 43.059 | 60.290 | 46.545 | 24.907 | 46.165 | 56.680 | [02/29 08:39:21] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 58.456 | bicycle | 31.457 | car | 47.083 | | motorcycle | 44.989 | airplane | 69.320 | bus | 67.949 | | train | 66.170 | truck | 35.017 | boat | 28.518 | | traffic light | 28.831 | fire hydrant | 69.049 | stop sign | 69.582 | | parking meter | 45.611 | bench | 24.655 | bird | 39.079 | | cat | 71.441 | dog | 62.035 | horse | 59.184 | | sheep | 51.969 | cow | 56.246 | elephant | 63.693 | | bear | 68.373 | zebra | 70.216 | giraffe | 69.535 | | backpack | 14.544 | umbrella | 41.422 | handbag | 15.188 | | tie | 36.080 | suitcase | 40.160 | frisbee | 67.648 | | skis | 25.008 | snowboard | 40.019 | sports ball | 48.327 | | kite | 44.127 | baseball bat | 27.538 | baseball glove | 36.835 | | skateboard | 54.449 | surfboard | 40.051 | tennis racket | 47.358 | | bottle | 41.075 | wine glass | 37.959 | cup | 43.090 | | fork | 37.659 | knife | 19.431 | spoon | 18.185 | | bowl | 43.294 | banana | 25.413 | apple | 21.248 | | sandwich | 34.504 | orange | 32.809 | broccoli | 22.151 | | carrot | 23.590 | hot dog | 33.067 | pizza | 54.688 | | donut | 46.864 | cake | 35.499 | chair | 28.015 | | couch | 43.154 | potted plant | 25.581 | bed | 44.747 | | dining table | 30.349 | toilet | 61.617 | tv | 56.476 | | laptop | 63.037 | mouse | 64.347 | remote | 33.445 | | keyboard | 51.707 | cell phone | 38.109 | microwave | 57.104 | | oven | 33.108 | toaster | 52.859 | sink | 37.094 | | refrigerator | 57.657 | book | 17.325 | clock | 52.408 | | vase | 40.693 | scissors | 29.530 | teddy bear | 50.172 | | hair drier | 0.000 | toothbrush | 28.413 | | | [02/29 08:40:20] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 37.185 | 57.609 | 40.013 | 17.779 | 39.428 | 53.775 | [02/29 08:40:20] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.776 | bicycle | 17.397 | car | 41.457 | | motorcycle | 32.899 | airplane | 49.548 | bus | 64.062 | | train | 62.109 | truck | 34.232 | boat | 22.539 | | traffic light | 26.909 | fire hydrant | 63.726 | stop sign | 66.145 | | parking meter | 44.810 | bench | 16.775 | bird | 30.719 | | cat | 67.603 | dog | 56.843 | horse | 41.186 | | sheep | 43.329 | cow | 46.735 | elephant | 56.352 | | bear | 65.510 | zebra | 57.578 | giraffe | 50.583 | | backpack | 13.626 | umbrella | 44.402 | handbag | 13.834 | | tie | 31.473 | suitcase | 39.832 | frisbee | 64.224 | | skis | 2.930 | snowboard | 21.228 | sports ball | 46.556 | | kite | 29.666 | baseball bat | 24.351 | baseball glove | 38.305 | | skateboard | 31.640 | surfboard | 31.080 | tennis racket | 53.631 | | bottle | 37.870 | wine glass | 31.470 | cup | 41.896 | | fork | 15.532 | knife | 11.505 | spoon | 11.468 | | bowl | 39.409 | banana | 19.938 | apple | 19.601 | | sandwich | 35.293 | orange | 31.524 | broccoli | 20.695 | | carrot | 19.759 | hot dog | 25.494 | pizza | 50.578 | | donut | 46.181 | cake | 34.658 | chair | 18.268 | | couch | 34.741 | potted plant | 20.846 | bed | 33.142 | | dining table | 16.571 | toilet | 57.289 | tv | 57.130 | | laptop | 59.551 | mouse | 63.363 | remote | 28.757 | | keyboard | 49.413 | cell phone | 35.422 | microwave | 58.159 | | oven | 29.393 | toaster | 53.276 | sink | 34.899 | | refrigerator | 57.234 | book | 11.485 | clock | 51.747 | | vase | 37.203 | scissors | 19.687 | teddy bear | 45.177 | | hair drier | 0.000 | toothbrush | 15.607 | | | [02/29 08:40:21] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [02/29 08:40:21] d2.evaluation.testing INFO: copypaste: Task: bbox [02/29 08:40:21] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [02/29 08:40:21] d2.evaluation.testing INFO: copypaste: 43.0585,60.2901,46.5452,24.9075,46.1649,56.6804 [02/29 08:40:21] d2.evaluation.testing INFO: copypaste: Task: segm [02/29 08:40:21] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [02/29 08:40:21] d2.evaluation.testing INFO: copypaste: 37.1854,57.6090,40.0135,17.7793,39.4283,53.7746 [02/29 08:40:21] d2.utils.events INFO: eta: 0:00:00 iter: 89999 total_loss: 1.995 loss_cls_stage0: 0.158 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.140 loss_box_reg_stage1: 0.429 loss_cls_stage2: 0.132 loss_box_reg_stage2: 0.488 loss_mask: 0.225 loss_rpn_cls: 0.031 loss_rpn_loc: 0.076 time: 0.5782 data_time: 0.0092 lr: 0.000200 max_mem: 7224M [02/29 08:40:21] d2.engine.hooks INFO: Overall training speed: 89997 iterations in 14:27:14 (0.5782 s / it) [02/29 08:40:21] d2.engine.hooks INFO: Total training time: 14:37:04 (0:09:49 on hooks)