[04/26 01:09:30] detectron2 INFO: Rank of current process: 0. World size: 8 [04/26 01:09:30] detectron2 INFO: Environment info: ------------------------ ---------------------------------------------------------------------------------- sys.platform linux Python 3.7.7 (default, Mar 26 2020, 15:48:22) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1.1 @/home/ubuntu/detectron2-ResNeSt/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/release/lib/python3.7/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-32GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 7.0.0 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/release/lib/python3.7/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 2019.0.4 Product Build 20190411 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, [04/26 01:09:30] detectron2 INFO: Command line arguments: Namespace(config_file='configs/COCO-Detection/faster_rcnn_ResNeSt_50_FPN_syncbn_range-scale_1x.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [04/26 01:09:30] detectron2 INFO: Contents of args.config_file=configs/COCO-Detection/faster_rcnn_ResNeSt_50_FPN_syncbn_range-scale_1x.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest50_detectron-255b5649.pth" MASK_ON: False RESNETS: DEPTH: 50 STRIDE_IN_1X1: False RADIX: 2 NORM: "SyncBN" FPN: NORM: "SyncBN" ROI_BOX_HEAD: NAME: "FastRCNNConvFCHead" NUM_CONV: 4 NUM_FC: 1 NORM: "SyncBN" PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 INPUT: MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1333 FORMAT: "RGB" TEST: PRECISE_BN: ENABLED: True [04/26 01:09:30] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: RGB MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: range 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: False META_ARCHITECTURE: GeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: AVD: False AVG_DOWN: False BOTTLENECK_WIDTH: 64 DEEP_STEM: False 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'] RADIX: 2 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: False 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: False CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: StandardROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: 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: 1000 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 2000 SMOOTH_L1_BETA: 0.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 WEIGHTS: https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest50_detectron-255b5649.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: False NORM_TYPE: 2.0 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 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 [04/26 01:09:30] detectron2 INFO: Full config saved to ./output/config.yaml [04/26 01:09:30] d2.utils.env INFO: Using a generated random seed 30751443 [04/26 01:09:31] 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_1): Conv2d( 3, 32, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=32, eps=1e-05) ) (conv1_2): Conv2d( 32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=32, eps=1e-05) ) (conv1_3): Conv2d( 32, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=1, stride=1, padding=0) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 256, 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) ) (conv1): Conv2d( 256, 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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 512, 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) ) (conv1): 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) ) (conv2): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 1024, 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) ) (conv1): Conv2d( 1024, 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): SplAtConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): SplAtConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): StandardROIHeads( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(7, 7), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(7, 7), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): 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): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=320, bias=True) ) ) ) [04/26 01:10:05] detectron2 INFO: Rank of current process: 0. World size: 8 [04/26 01:10:05] detectron2 INFO: Environment info: ------------------------ ---------------------------------------------------------------------------------- sys.platform linux Python 3.7.7 (default, Mar 26 2020, 15:48:22) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1.1 @/home/ubuntu/detectron2-ResNeSt/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/release/lib/python3.7/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-32GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 7.0.0 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/release/lib/python3.7/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 2019.0.4 Product Build 20190411 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, [04/26 01:10:05] detectron2 INFO: Command line arguments: Namespace(config_file='configs/COCO-Detection/faster_rcnn_ResNeSt_50_FPN_syncbn_range-scale_1x.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [04/26 01:10:05] detectron2 INFO: Contents of args.config_file=configs/COCO-Detection/faster_rcnn_ResNeSt_50_FPN_syncbn_range-scale_1x.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest50_detectron-255b5649.pth" MASK_ON: False RESNETS: DEPTH: 50 STRIDE_IN_1X1: False RADIX: 2 NORM: "SyncBN" FPN: NORM: "SyncBN" ROI_BOX_HEAD: NAME: "FastRCNNConvFCHead" NUM_CONV: 4 NUM_FC: 1 NORM: "SyncBN" PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 INPUT: MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1333 FORMAT: "RGB" TEST: PRECISE_BN: ENABLED: True [04/26 01:10:05] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: RGB MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: range 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: False META_ARCHITECTURE: GeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: AVD: False AVG_DOWN: False BOTTLENECK_WIDTH: 64 DEEP_STEM: False 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'] RADIX: 2 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: False 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: False CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: StandardROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: 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: 1000 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 2000 SMOOTH_L1_BETA: 0.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 WEIGHTS: https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest50_detectron-255b5649.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: False NORM_TYPE: 2.0 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 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 [04/26 01:10:05] detectron2 INFO: Full config saved to ./output/config.yaml [04/26 01:10:05] d2.utils.env INFO: Using a generated random seed 5717475 [04/26 01:10:06] 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_1): Conv2d( 3, 32, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=32, eps=1e-05) ) (conv1_2): Conv2d( 32, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=32, eps=1e-05) ) (conv1_3): Conv2d( 32, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=1, stride=1, padding=0) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 256, 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) ) (conv1): Conv2d( 256, 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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 512, 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) ) (conv1): 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) ) (conv2): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 1024, 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) ) (conv1): Conv2d( 1024, 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): SplAtConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): SplAtConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): StandardROIHeads( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(7, 7), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(7, 7), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): 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): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=320, bias=True) ) ) ) [04/26 01:10:22] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 16.12 seconds. [04/26 01:10:24] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/26 01:10:30] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/26 01:10:33] 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 | | | | | [04/26 01:10:33] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [04/26 01:10:38] d2.data.common INFO: Serialized dataset takes 457.92 MiB [04/26 01:10:38] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [04/26 01:10:38] d2.data.build INFO: Using training sampler TrainingSampler [04/26 01:11:01] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 17.58 seconds. [04/26 01:11:02] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/26 01:11:10] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/26 01:11:14] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [04/26 01:11:18] d2.data.common INFO: Serialized dataset takes 457.92 MiB [04/26 01:11:18] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [04/26 01:11:18] d2.data.build INFO: Using training sampler TrainingSampler [04/26 01:11:23] fvcore.common.checkpoint INFO: Loading checkpoint from https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest50_detectron-255b5649.pth [04/26 01:11:23] fvcore.common.file_io INFO: URL https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest50_detectron-255b5649.pth cached in /home/ubuntu/.torch/fvcore_cache/encoding/models/resnest50_detectron-255b5649.pth [04/26 01:11:23] fvcore.common.checkpoint INFO: Some model parameters are not in the checkpoint: backbone.fpn_lateral3.norm.{running_var, weight, running_mean, bias} roi_heads.box_predictor.bbox_pred.{bias, weight} backbone.fpn_output3.weight roi_heads.box_head.conv1.norm.{weight, running_mean, bias, running_var} backbone.fpn_output4.norm.{bias, running_var, weight, running_mean} roi_heads.box_head.conv4.weight roi_heads.box_head.conv2.norm.{running_var, bias, running_mean, weight} backbone.fpn_lateral5.norm.{running_var, bias, running_mean, weight} proposal_generator.rpn_head.objectness_logits.{weight, bias} backbone.fpn_output2.norm.{running_mean, bias, weight, running_var} roi_heads.box_head.conv1.weight proposal_generator.anchor_generator.cell_anchors.{4, 1, 3, 0, 2} roi_heads.box_head.conv4.norm.{running_var, bias, weight, running_mean} roi_heads.box_head.conv3.weight roi_heads.box_predictor.cls_score.{bias, weight} proposal_generator.rpn_head.anchor_deltas.{weight, bias} roi_heads.box_head.conv3.norm.{bias, weight, running_mean, running_var} backbone.fpn_lateral4.norm.{running_mean, running_var, bias, weight} backbone.fpn_output5.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral2.norm.{bias, running_mean, weight, running_var} backbone.fpn_lateral5.weight proposal_generator.rpn_head.conv.{bias, weight} backbone.fpn_lateral3.weight roi_heads.box_head.fc1.{bias, weight} backbone.fpn_output5.weight backbone.fpn_lateral4.weight backbone.fpn_output3.norm.{running_mean, weight, running_var, bias} backbone.fpn_lateral2.weight backbone.fpn_output4.weight backbone.fpn_output2.weight roi_heads.box_head.conv2.weight [04/26 01:11:23] d2.engine.train_loop INFO: Starting training from iteration 0 [04/26 01:11:43] d2.utils.events INFO: eta: 10:19:47 iter: 19 total_loss: 4.522 loss_cls: 3.671 loss_box_reg: 0.025 loss_rpn_cls: 0.692 loss_rpn_loc: 0.160 time: 0.4162 data_time: 0.5591 lr: 0.000400 max_mem: 5496M [04/26 01:11:52] d2.utils.events INFO: eta: 10:14:19 iter: 39 total_loss: 1.111 loss_cls: 0.311 loss_box_reg: 0.018 loss_rpn_cls: 0.675 loss_rpn_loc: 0.126 time: 0.4125 data_time: 0.0051 lr: 0.000799 max_mem: 5496M [04/26 01:12:00] d2.utils.events INFO: eta: 10:10:19 iter: 59 total_loss: 1.138 loss_cls: 0.372 loss_box_reg: 0.008 loss_rpn_cls: 0.638 loss_rpn_loc: 0.112 time: 0.4103 data_time: 0.0048 lr: 0.001199 max_mem: 5496M [04/26 01:12:08] d2.utils.events INFO: eta: 10:09:41 iter: 79 total_loss: 0.972 loss_cls: 0.217 loss_box_reg: 0.015 loss_rpn_cls: 0.589 loss_rpn_loc: 0.141 time: 0.4091 data_time: 0.0045 lr: 0.001598 max_mem: 5496M [04/26 01:12:16] d2.utils.events INFO: eta: 10:10:03 iter: 99 total_loss: 0.919 loss_cls: 0.197 loss_box_reg: 0.029 loss_rpn_cls: 0.547 loss_rpn_loc: 0.157 time: 0.4096 data_time: 0.0049 lr: 0.001998 max_mem: 5496M [04/26 01:12:17] d2.engine.hooks INFO: Overall training speed: 98 iterations in 0:00:40 (0.4133 s / it) [04/26 01:12:17] d2.engine.hooks INFO: Total training time: 0:00:40 (0:00:00 on hooks) [04/29 18:04:09] detectron2 INFO: Rank of current process: 0. World size: 8 [04/29 18:04:17] detectron2 INFO: Environment info: ------------------------ ---------------------------------------------------------------------------------- sys.platform linux Python 3.7.7 (default, Mar 26 2020, 15:48:22) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1.1 @/home/ubuntu/detectron2-ResNeSt/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/release/lib/python3.7/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-32GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 7.0.0 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/release/lib/python3.7/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 2019.0.4 Product Build 20190411 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, [04/29 18:04:17] detectron2 INFO: Command line arguments: Namespace(config_file='configs/COCO-InstanceSegmentation/my_mask_cascade_rcnn_ResNeSt_200_FPN_syncBN_all_tricks_move_lr_deform_offset_group-2_3x.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [04/29 18:04:17] detectron2 INFO: Contents of args.config_file=configs/COCO-InstanceSegmentation/my_mask_cascade_rcnn_ResNeSt_200_FPN_syncBN_all_tricks_move_lr_deform_offset_group-2_3x.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest200_detectron-02644020.pth" MASK_ON: True RESNETS: DEPTH: 200 STRIDE_IN_1X1: False RADIX: 2 DEFORM_ON_PER_STAGE: [False, True, True, True] # on Res3,Res4,Res5 DEFORM_MODULATED: True DEFORM_NUM_GROUPS: 2 NORM: "SyncBN" FPN: NORM: "SyncBN" ROI_HEADS: NAME: CascadeROIHeads ROI_BOX_HEAD: NAME: "FastRCNNConvFCHead" NUM_CONV: 4 NUM_FC: 1 NORM: "SyncBN" CLS_AGNOSTIC_BBOX_REG: True ROI_MASK_HEAD: NUM_CONV: 8 NORM: "SyncBN" RPN: POST_NMS_TOPK_TRAIN: 2000 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 STEPS: (240000, 255000) MAX_ITER: 270000 INPUT: MIN_SIZE_TRAIN: (640, 864) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1440 CROP: ENABLED: True FORMAT: "RGB" TEST: PRECISE_BN: ENABLED: True [04/29 18:04:17] 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: True SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: RGB MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1440 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: (640, 864) MIN_SIZE_TRAIN_SAMPLING: range 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: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: AVD: False AVG_DOWN: False BOTTLENECK_WIDTH: 64 DEEP_STEM: False DEFORM_MODULATED: True DEFORM_NUM_GROUPS: 2 DEFORM_ON_PER_STAGE: [False, True, True, True] DEPTH: 200 NORM: SyncBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RADIX: 2 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: False 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: 8 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: https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest200_detectron-02644020.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 CLIP_GRADIENTS: CLIP_TYPE: value CLIP_VALUE: 1.0 ENABLED: False NORM_TYPE: 2.0 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 270000 MOMENTUM: 0.9 STEPS: (240000, 255000) 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 [04/29 18:04:17] detectron2 INFO: Full config saved to ./output/config.yaml [04/29 18:04:17] d2.utils.env INFO: Using a generated random seed 17746182 [04/29 18:04:20] 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_1): Conv2d( 3, 64, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv1_2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv1_3): Conv2d( 64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=1, stride=1, padding=0) (shortcut): Conv2d( 128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv1): Conv2d( 128, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) ) (res3): Sequential( (0): DeformBottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 256, 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) ) (conv1): Conv2d( 256, 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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (4): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (5): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (6): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (7): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (8): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (9): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (10): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (11): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (12): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (13): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (14): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (15): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (16): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (17): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (18): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (19): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (20): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (21): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (22): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (23): DeformBottleneckBlock( (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_offset): Conv2d(128, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=128, out_channels=256, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 512, 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) ) (conv1): 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) ) (conv2_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (6): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (7): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (8): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (9): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (10): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (11): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (12): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (13): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (14): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (15): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (16): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (17): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (18): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (19): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (20): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (21): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (22): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (23): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (24): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (25): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (26): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (27): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (28): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (29): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (30): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (31): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (32): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (33): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (34): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) ) (35): DeformBottleneckBlock( (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_offset): Conv2d(256, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=256, out_channels=512, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 1024, 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) ) (conv1): Conv2d( 1024, 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_offset): Conv2d(512, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=512, out_channels=1024, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (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): DeformBottleneckBlock( (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_offset): Conv2d(512, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=512, out_channels=1024, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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): DeformBottleneckBlock( (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_offset): Conv2d(512, 54, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2) (conv2): SplAtConv2d_dcn( (conv): ModulatedDeformConv(in_channels=512, out_channels=1024, kernel_size=(3, 3), stride=1, padding=1, dilation=1, groups=2, deformable_groups=2, bias=False) (bn0): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu): ReLU(inplace=True) (fc1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (bn1): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (fc2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (rsoftmax): rSoftMax() ) (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) ) (mask_fcn5): 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_fcn6): 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_fcn7): 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_fcn8): 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)) ) ) ) [04/29 18:06:32] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 132.19 seconds. [04/29 18:06:34] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/29 18:06:43] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/29 18:06:46] 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 | | | | | [04/29 18:06:46] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [04/29 18:06:51] d2.data.common INFO: Serialized dataset takes 457.92 MiB [04/29 18:06:51] d2.data.dataset_mapper INFO: CropGen used in training: RandomCrop(crop_type='relative_range', crop_size=[0.9, 0.9]) [04/29 18:06:51] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 864), max_size=1440, sample_style='range'), RandomFlip()] [04/29 18:06:51] d2.data.build INFO: Using training sampler TrainingSampler [04/29 18:07:15] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 16.09 seconds. [04/29 18:07:18] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/29 18:07:24] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/29 18:07:27] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [04/29 18:07:32] d2.data.common INFO: Serialized dataset takes 457.92 MiB [04/29 18:07:32] d2.data.dataset_mapper INFO: CropGen used in training: RandomCrop(crop_type='relative_range', crop_size=[0.9, 0.9]) [04/29 18:07:32] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 864), max_size=1440, sample_style='range'), RandomFlip()] [04/29 18:07:32] d2.data.build INFO: Using training sampler TrainingSampler [04/29 18:07:37] fvcore.common.checkpoint INFO: Loading checkpoint from https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest200_detectron-02644020.pth [04/29 18:07:42] fvcore.common.file_io INFO: URL https://hangzh.s3-us-west-1.amazonaws.com/encoding/models/resnest200_detectron-02644020.pth cached in /home/ubuntu/.torch/fvcore_cache/encoding/models/resnest200_detectron-02644020.pth [04/29 18:07:43] fvcore.common.checkpoint INFO: Some model parameters are not in the checkpoint: backbone.bottom_up.res4.0.conv2_offset.{bias, weight} roi_heads.box_head.2.fc1.{bias, weight} backbone.bottom_up.res4.2.conv2_offset.{bias, weight} backbone.bottom_up.res4.3.conv2_offset.{bias, weight} roi_heads.box_predictor.0.cls_score.{weight, bias} backbone.bottom_up.res3.15.conv2_offset.{bias, weight} roi_heads.mask_head.mask_fcn2.norm.{running_var, bias, weight, running_mean} backbone.fpn_lateral3.norm.{running_mean, weight, running_var, bias} backbone.bottom_up.res3.7.conv2_offset.{weight, bias} backbone.bottom_up.res4.20.conv2_offset.{bias, weight} roi_heads.box_head.0.conv4.norm.{running_mean, bias, weight, running_var} roi_heads.box_head.0.conv3.norm.{running_var, running_mean, weight, bias} roi_heads.box_head.2.conv2.norm.{weight, running_var, running_mean, bias} backbone.bottom_up.res4.7.conv2_offset.{weight, bias} backbone.bottom_up.res4.6.conv2_offset.{bias, weight} proposal_generator.rpn_head.objectness_logits.{bias, weight} backbone.fpn_output5.norm.{running_mean, running_var, bias, weight} backbone.fpn_output5.weight roi_heads.mask_head.mask_fcn3.norm.{running_mean, weight, running_var, bias} roi_heads.mask_head.mask_fcn4.norm.{weight, bias, running_mean, running_var} roi_heads.mask_head.mask_fcn1.weight backbone.bottom_up.res3.22.conv2_offset.{weight, bias} backbone.bottom_up.res3.19.conv2_offset.{bias, weight} backbone.bottom_up.res4.27.conv2_offset.{bias, weight} roi_heads.box_head.0.conv2.norm.{bias, running_mean, weight, running_var} backbone.bottom_up.res4.28.conv2_offset.{bias, weight} roi_heads.box_predictor.0.bbox_pred.{bias, weight} backbone.fpn_lateral5.norm.{bias, weight, running_var, running_mean} backbone.bottom_up.res4.14.conv2_offset.{bias, weight} backbone.bottom_up.res3.1.conv2_offset.{weight, bias} roi_heads.box_predictor.1.cls_score.{weight, bias} roi_heads.box_head.1.conv3.norm.{running_mean, bias, running_var, weight} backbone.bottom_up.res4.15.conv2_offset.{weight, bias} roi_heads.box_head.2.conv3.norm.{running_mean, running_var, weight, bias} proposal_generator.rpn_head.anchor_deltas.{weight, bias} backbone.bottom_up.res5.0.conv2_offset.{weight, bias} backbone.fpn_output2.weight backbone.bottom_up.res3.11.conv2_offset.{weight, bias} roi_heads.box_head.0.conv1.norm.{running_mean, bias, weight, running_var} backbone.bottom_up.res3.8.conv2_offset.{bias, weight} backbone.bottom_up.res4.29.conv2_offset.{weight, bias} backbone.bottom_up.res4.22.conv2_offset.{weight, bias} backbone.bottom_up.res3.9.conv2_offset.{bias, weight} roi_heads.box_predictor.2.bbox_pred.{weight, bias} proposal_generator.anchor_generator.cell_anchors.{4, 1, 3, 2, 0} backbone.bottom_up.res3.0.conv2_offset.{weight, bias} backbone.bottom_up.res4.24.conv2_offset.{weight, bias} backbone.bottom_up.res4.26.conv2_offset.{bias, weight} backbone.bottom_up.res4.33.conv2_offset.{weight, bias} roi_heads.mask_head.mask_fcn7.norm.{running_var, bias, running_mean, weight} backbone.fpn_lateral2.norm.{bias, running_mean, weight, running_var} backbone.bottom_up.res4.9.conv2_offset.{weight, bias} roi_heads.box_head.1.conv2.norm.{running_var, running_mean, bias, weight} roi_heads.box_head.1.conv4.norm.{bias, running_mean, weight, running_var} roi_heads.box_predictor.2.cls_score.{weight, bias} backbone.bottom_up.res4.4.conv2_offset.{weight, bias} roi_heads.mask_head.deconv.{weight, bias} backbone.bottom_up.res3.12.conv2_offset.{weight, bias} backbone.bottom_up.res4.16.conv2_offset.{bias, weight} roi_heads.mask_head.mask_fcn6.norm.{running_mean, running_var, bias, weight} backbone.bottom_up.res4.11.conv2_offset.{bias, weight} backbone.bottom_up.res4.18.conv2_offset.{weight, bias} backbone.bottom_up.res3.3.conv2_offset.{weight, bias} roi_heads.box_head.1.conv1.norm.{weight, running_var, bias, running_mean} roi_heads.mask_head.predictor.{bias, weight} backbone.bottom_up.res3.10.conv2_offset.{weight, bias} roi_heads.mask_head.mask_fcn5.norm.{bias, running_var, weight, running_mean} backbone.bottom_up.res4.8.conv2_offset.{bias, weight} roi_heads.box_head.0.conv2.weight backbone.fpn_lateral4.norm.{running_mean, weight, bias, running_var} backbone.fpn_output3.weight roi_heads.box_head.1.conv1.weight backbone.bottom_up.res4.17.conv2_offset.{bias, weight} backbone.bottom_up.res4.32.conv2_offset.{bias, weight} backbone.bottom_up.res4.34.conv2_offset.{bias, weight} roi_heads.mask_head.mask_fcn6.weight roi_heads.box_head.1.conv2.weight roi_heads.mask_head.mask_fcn8.norm.{weight, running_mean, bias, running_var} backbone.bottom_up.res4.35.conv2_offset.{bias, weight} backbone.bottom_up.res3.6.conv2_offset.{bias, weight} roi_heads.mask_head.mask_fcn5.weight backbone.fpn_lateral4.weight roi_heads.mask_head.mask_fcn1.norm.{running_mean, bias, weight, running_var} backbone.fpn_output4.norm.{running_var, weight, bias, running_mean} backbone.bottom_up.res3.13.conv2_offset.{weight, bias} backbone.bottom_up.res3.20.conv2_offset.{bias, weight} backbone.bottom_up.res5.1.conv2_offset.{weight, bias} backbone.bottom_up.res3.5.conv2_offset.{weight, bias} backbone.fpn_output3.norm.{running_var, bias, running_mean, weight} roi_heads.box_head.2.conv1.norm.{running_var, weight, running_mean, bias} backbone.bottom_up.res4.12.conv2_offset.{weight, bias} backbone.bottom_up.res4.23.conv2_offset.{bias, weight} backbone.fpn_output4.weight backbone.bottom_up.res3.14.conv2_offset.{bias, weight} roi_heads.box_head.2.conv4.norm.{running_mean, bias, weight, running_var} roi_heads.box_predictor.1.bbox_pred.{bias, weight} backbone.bottom_up.res3.16.conv2_offset.{weight, bias} backbone.bottom_up.res4.31.conv2_offset.{bias, weight} backbone.bottom_up.res4.13.conv2_offset.{bias, weight} backbone.bottom_up.res4.25.conv2_offset.{weight, bias} backbone.bottom_up.res3.23.conv2_offset.{weight, bias} backbone.bottom_up.res3.18.conv2_offset.{bias, weight} backbone.bottom_up.res4.30.conv2_offset.{bias, weight} roi_heads.box_head.1.conv3.weight backbone.fpn_output2.norm.{bias, weight, running_mean, running_var} backbone.bottom_up.res4.10.conv2_offset.{weight, bias} roi_heads.mask_head.mask_fcn2.weight roi_heads.box_head.1.fc1.{weight, bias} backbone.bottom_up.res4.1.conv2_offset.{weight, bias} roi_heads.box_head.1.conv4.weight backbone.bottom_up.res3.21.conv2_offset.{weight, bias} backbone.bottom_up.res3.17.conv2_offset.{weight, bias} roi_heads.mask_head.mask_fcn4.weight backbone.bottom_up.res3.2.conv2_offset.{bias, weight} backbone.bottom_up.res4.19.conv2_offset.{bias, weight} backbone.fpn_lateral5.weight backbone.bottom_up.res3.4.conv2_offset.{bias, weight} proposal_generator.rpn_head.conv.{bias, weight} backbone.fpn_lateral3.weight backbone.fpn_lateral2.weight roi_heads.box_head.2.conv1.weight roi_heads.box_head.2.conv4.weight backbone.bottom_up.res5.2.conv2_offset.{bias, weight} roi_heads.box_head.0.fc1.{weight, bias} roi_heads.box_head.0.conv1.weight roi_heads.box_head.0.conv3.weight roi_heads.mask_head.mask_fcn3.weight backbone.bottom_up.res4.21.conv2_offset.{bias, weight} backbone.bottom_up.res4.5.conv2_offset.{bias, weight} roi_heads.mask_head.mask_fcn8.weight roi_heads.box_head.2.conv3.weight roi_heads.box_head.0.conv4.weight roi_heads.mask_head.mask_fcn7.weight roi_heads.box_head.2.conv2.weight [04/29 18:07:43] d2.engine.train_loop INFO: Starting training from iteration 0 [04/29 18:08:44] d2.utils.events INFO: eta: 6 days, 0:18:01 iter: 19 total_loss: 12.567 loss_cls_stage0: 3.577 loss_box_reg_stage0: 0.058 loss_cls_stage1: 3.640 loss_box_reg_stage1: 0.031 loss_cls_stage2: 3.709 loss_box_reg_stage2: 0.009 loss_mask: 0.693 loss_rpn_cls: 0.690 loss_rpn_loc: 0.162 time: 1.9438 data_time: 0.6807 lr: 0.000400 max_mem: 18860M [04/29 18:09:23] d2.utils.events INFO: eta: 6 days, 1:18:32 iter: 39 total_loss: 2.524 loss_cls_stage0: 0.360 loss_box_reg_stage0: 0.035 loss_cls_stage1: 0.295 loss_box_reg_stage1: 0.021 loss_cls_stage2: 0.260 loss_box_reg_stage2: 0.008 loss_mask: 0.693 loss_rpn_cls: 0.672 loss_rpn_loc: 0.168 time: 1.9410 data_time: 0.0050 lr: 0.000799 max_mem: 19419M [04/29 18:10:02] d2.utils.events INFO: eta: 6 days, 1:48:01 iter: 59 total_loss: 2.826 loss_cls_stage0: 0.459 loss_box_reg_stage0: 0.046 loss_cls_stage1: 0.422 loss_box_reg_stage1: 0.021 loss_cls_stage2: 0.390 loss_box_reg_stage2: 0.010 loss_mask: 0.693 loss_rpn_cls: 0.636 loss_rpn_loc: 0.164 time: 1.9491 data_time: 0.0054 lr: 0.001199 max_mem: 19419M [04/29 18:10:41] d2.utils.events INFO: eta: 6 days, 1:49:34 iter: 79 total_loss: 2.363 loss_cls_stage0: 0.319 loss_box_reg_stage0: 0.075 loss_cls_stage1: 0.264 loss_box_reg_stage1: 0.037 loss_cls_stage2: 0.247 loss_box_reg_stage2: 0.017 loss_mask: 0.692 loss_rpn_cls: 0.594 loss_rpn_loc: 0.150 time: 1.9500 data_time: 0.0052 lr: 0.001598 max_mem: 19419M [04/29 18:11:21] d2.utils.events INFO: eta: 6 days, 2:01:34 iter: 99 total_loss: 2.076 loss_cls_stage0: 0.234 loss_box_reg_stage0: 0.064 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.033 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.012 loss_mask: 0.691 loss_rpn_cls: 0.544 loss_rpn_loc: 0.170 time: 1.9544 data_time: 0.0052 lr: 0.001998 max_mem: 19503M [04/29 18:12:00] d2.utils.events INFO: eta: 6 days, 1:48:16 iter: 119 total_loss: 1.985 loss_cls_stage0: 0.229 loss_box_reg_stage0: 0.069 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.042 loss_cls_stage2: 0.133 loss_box_reg_stage2: 0.016 loss_mask: 0.690 loss_rpn_cls: 0.494 loss_rpn_loc: 0.127 time: 1.9545 data_time: 0.0049 lr: 0.002398 max_mem: 19503M [04/29 18:12:39] d2.utils.events INFO: eta: 6 days, 2:00:16 iter: 139 total_loss: 1.835 loss_cls_stage0: 0.193 loss_box_reg_stage0: 0.054 loss_cls_stage1: 0.136 loss_box_reg_stage1: 0.025 loss_cls_stage2: 0.117 loss_box_reg_stage2: 0.011 loss_mask: 0.690 loss_rpn_cls: 0.462 loss_rpn_loc: 0.142 time: 1.9542 data_time: 0.0053 lr: 0.002797 max_mem: 19503M [04/29 18:13:18] d2.utils.events INFO: eta: 6 days, 1:43:14 iter: 159 total_loss: 1.862 loss_cls_stage0: 0.210 loss_box_reg_stage0: 0.063 loss_cls_stage1: 0.148 loss_box_reg_stage1: 0.038 loss_cls_stage2: 0.118 loss_box_reg_stage2: 0.012 loss_mask: 0.688 loss_rpn_cls: 0.436 loss_rpn_loc: 0.149 time: 1.9527 data_time: 0.0051 lr: 0.003197 max_mem: 19503M [04/29 18:13:57] d2.utils.events INFO: eta: 6 days, 1:53:28 iter: 179 total_loss: 1.944 loss_cls_stage0: 0.235 loss_box_reg_stage0: 0.077 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.046 loss_cls_stage2: 0.135 loss_box_reg_stage2: 0.015 loss_mask: 0.687 loss_rpn_cls: 0.408 loss_rpn_loc: 0.151 time: 1.9515 data_time: 0.0049 lr: 0.003596 max_mem: 19503M [04/29 18:14:35] d2.utils.events INFO: eta: 6 days, 2:14:30 iter: 199 total_loss: 2.051 loss_cls_stage0: 0.289 loss_box_reg_stage0: 0.102 loss_cls_stage1: 0.191 loss_box_reg_stage1: 0.060 loss_cls_stage2: 0.143 loss_box_reg_stage2: 0.024 loss_mask: 0.687 loss_rpn_cls: 0.395 loss_rpn_loc: 0.158 time: 1.9498 data_time: 0.0052 lr: 0.003996 max_mem: 19503M [04/29 18:15:15] d2.utils.events INFO: eta: 6 days, 2:22:13 iter: 219 total_loss: 2.174 loss_cls_stage0: 0.352 loss_box_reg_stage0: 0.152 loss_cls_stage1: 0.210 loss_box_reg_stage1: 0.076 loss_cls_stage2: 0.150 loss_box_reg_stage2: 0.030 loss_mask: 0.686 loss_rpn_cls: 0.344 loss_rpn_loc: 0.154 time: 1.9511 data_time: 0.0052 lr: 0.004396 max_mem: 19503M [04/29 18:15:54] d2.utils.events INFO: eta: 6 days, 2:43:23 iter: 239 total_loss: 2.256 loss_cls_stage0: 0.401 loss_box_reg_stage0: 0.202 loss_cls_stage1: 0.221 loss_box_reg_stage1: 0.101 loss_cls_stage2: 0.137 loss_box_reg_stage2: 0.035 loss_mask: 0.684 loss_rpn_cls: 0.303 loss_rpn_loc: 0.133 time: 1.9519 data_time: 0.0046 lr: 0.004795 max_mem: 19503M [04/29 18:16:34] d2.utils.events INFO: eta: 6 days, 2:48:17 iter: 259 total_loss: 2.350 loss_cls_stage0: 0.453 loss_box_reg_stage0: 0.253 loss_cls_stage1: 0.239 loss_box_reg_stage1: 0.122 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.041 loss_mask: 0.683 loss_rpn_cls: 0.258 loss_rpn_loc: 0.147 time: 1.9534 data_time: 0.0049 lr: 0.005195 max_mem: 19503M [04/29 18:17:13] d2.utils.events INFO: eta: 6 days, 2:49:02 iter: 279 total_loss: 2.387 loss_cls_stage0: 0.465 loss_box_reg_stage0: 0.262 loss_cls_stage1: 0.259 loss_box_reg_stage1: 0.135 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.043 loss_mask: 0.681 loss_rpn_cls: 0.235 loss_rpn_loc: 0.133 time: 1.9552 data_time: 0.0051 lr: 0.005594 max_mem: 19503M [04/29 18:17:53] d2.utils.events INFO: eta: 6 days, 2:48:23 iter: 299 total_loss: 2.281 loss_cls_stage0: 0.422 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.236 loss_box_reg_stage1: 0.123 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.041 loss_mask: 0.680 loss_rpn_cls: 0.219 loss_rpn_loc: 0.152 time: 1.9564 data_time: 0.0049 lr: 0.005994 max_mem: 19503M [04/29 18:18:33] d2.utils.events INFO: eta: 6 days, 2:53:35 iter: 319 total_loss: 2.230 loss_cls_stage0: 0.428 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.234 loss_box_reg_stage1: 0.119 loss_cls_stage2: 0.154 loss_box_reg_stage2: 0.036 loss_mask: 0.681 loss_rpn_cls: 0.200 loss_rpn_loc: 0.157 time: 1.9585 data_time: 0.0054 lr: 0.006394 max_mem: 19503M [04/29 18:19:12] d2.utils.events INFO: eta: 6 days, 2:54:12 iter: 339 total_loss: 2.164 loss_cls_stage0: 0.393 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.217 loss_box_reg_stage1: 0.113 loss_cls_stage2: 0.144 loss_box_reg_stage2: 0.038 loss_mask: 0.679 loss_rpn_cls: 0.177 loss_rpn_loc: 0.156 time: 1.9590 data_time: 0.0050 lr: 0.006793 max_mem: 19503M [04/29 18:19:52] d2.utils.events INFO: eta: 6 days, 3:09:53 iter: 359 total_loss: 2.190 loss_cls_stage0: 0.411 loss_box_reg_stage0: 0.249 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.134 loss_cls_stage2: 0.143 loss_box_reg_stage2: 0.046 loss_mask: 0.677 loss_rpn_cls: 0.153 loss_rpn_loc: 0.149 time: 1.9618 data_time: 0.0050 lr: 0.007193 max_mem: 19503M [04/29 18:20:31] d2.utils.events INFO: eta: 6 days, 3:02:19 iter: 379 total_loss: 2.278 loss_cls_stage0: 0.461 loss_box_reg_stage0: 0.270 loss_cls_stage1: 0.246 loss_box_reg_stage1: 0.146 loss_cls_stage2: 0.146 loss_box_reg_stage2: 0.050 loss_mask: 0.672 loss_rpn_cls: 0.148 loss_rpn_loc: 0.136 time: 1.9613 data_time: 0.0050 lr: 0.007592 max_mem: 19503M [04/29 18:21:11] d2.utils.events INFO: eta: 6 days, 3:16:40 iter: 399 total_loss: 2.524 loss_cls_stage0: 0.537 loss_box_reg_stage0: 0.334 loss_cls_stage1: 0.295 loss_box_reg_stage1: 0.181 loss_cls_stage2: 0.160 loss_box_reg_stage2: 0.062 loss_mask: 0.671 loss_rpn_cls: 0.126 loss_rpn_loc: 0.117 time: 1.9629 data_time: 0.0050 lr: 0.007992 max_mem: 19503M [04/29 18:21:50] d2.utils.events INFO: eta: 6 days, 3:17:56 iter: 419 total_loss: 2.443 loss_cls_stage0: 0.499 loss_box_reg_stage0: 0.314 loss_cls_stage1: 0.281 loss_box_reg_stage1: 0.191 loss_cls_stage2: 0.158 loss_box_reg_stage2: 0.066 loss_mask: 0.666 loss_rpn_cls: 0.116 loss_rpn_loc: 0.133 time: 1.9624 data_time: 0.0051 lr: 0.008392 max_mem: 19503M [04/29 18:22:30] d2.utils.events INFO: eta: 6 days, 3:21:01 iter: 439 total_loss: 2.603 loss_cls_stage0: 0.534 loss_box_reg_stage0: 0.362 loss_cls_stage1: 0.309 loss_box_reg_stage1: 0.224 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.081 loss_mask: 0.660 loss_rpn_cls: 0.121 loss_rpn_loc: 0.119 time: 1.9638 data_time: 0.0053 lr: 0.008791 max_mem: 19503M [04/29 18:23:10] d2.utils.events INFO: eta: 6 days, 3:21:37 iter: 459 total_loss: 2.609 loss_cls_stage0: 0.530 loss_box_reg_stage0: 0.342 loss_cls_stage1: 0.315 loss_box_reg_stage1: 0.252 loss_cls_stage2: 0.177 loss_box_reg_stage2: 0.098 loss_mask: 0.654 loss_rpn_cls: 0.102 loss_rpn_loc: 0.140 time: 1.9652 data_time: 0.0048 lr: 0.009191 max_mem: 19538M [04/29 18:23:50] d2.utils.events INFO: eta: 6 days, 3:22:14 iter: 479 total_loss: 2.780 loss_cls_stage0: 0.526 loss_box_reg_stage0: 0.358 loss_cls_stage1: 0.343 loss_box_reg_stage1: 0.308 loss_cls_stage2: 0.192 loss_box_reg_stage2: 0.123 loss_mask: 0.652 loss_rpn_cls: 0.116 loss_rpn_loc: 0.134 time: 1.9667 data_time: 0.0049 lr: 0.009590 max_mem: 19538M [04/29 18:24:30] d2.utils.events INFO: eta: 6 days, 3:24:20 iter: 499 total_loss: 2.994 loss_cls_stage0: 0.586 loss_box_reg_stage0: 0.390 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[04/29 18:28:31] d2.utils.events INFO: eta: 6 days, 3:49:50 iter: 619 total_loss: 3.305 loss_cls_stage0: 0.563 loss_box_reg_stage0: 0.375 loss_cls_stage1: 0.478 loss_box_reg_stage1: 0.487 loss_cls_stage2: 0.318 loss_box_reg_stage2: 0.346 loss_mask: 0.580 loss_rpn_cls: 0.095 loss_rpn_loc: 0.123 time: 1.9753 data_time: 0.0049 lr: 0.012388 max_mem: 20112M [04/29 18:29:12] d2.utils.events INFO: eta: 6 days, 3:58:39 iter: 639 total_loss: 3.383 loss_cls_stage0: 0.541 loss_box_reg_stage0: 0.355 loss_cls_stage1: 0.475 loss_box_reg_stage1: 0.484 loss_cls_stage2: 0.355 loss_box_reg_stage2: 0.384 loss_mask: 0.573 loss_rpn_cls: 0.090 loss_rpn_loc: 0.106 time: 1.9765 data_time: 0.0050 lr: 0.012787 max_mem: 20112M [04/29 18:29:51] d2.utils.events INFO: eta: 6 days, 3:56:05 iter: 659 total_loss: 3.550 loss_cls_stage0: 0.562 loss_box_reg_stage0: 0.374 loss_cls_stage1: 0.485 loss_box_reg_stage1: 0.506 loss_cls_stage2: 0.352 loss_box_reg_stage2: 0.378 loss_mask: 0.569 loss_rpn_cls: 0.112 loss_rpn_loc: 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[04/29 18:37:55] d2.utils.events INFO: eta: 6 days, 4:44:53 iter: 899 total_loss: 3.216 loss_cls_stage0: 0.469 loss_box_reg_stage0: 0.325 loss_cls_stage1: 0.455 loss_box_reg_stage1: 0.508 loss_cls_stage2: 0.395 loss_box_reg_stage2: 0.487 loss_mask: 0.449 loss_rpn_cls: 0.077 loss_rpn_loc: 0.099 time: 1.9865 data_time: 0.0052 lr: 0.017982 max_mem: 20595M [04/29 18:38:36] d2.utils.events INFO: eta: 6 days, 4:51:02 iter: 919 total_loss: 3.558 loss_cls_stage0: 0.496 loss_box_reg_stage0: 0.379 loss_cls_stage1: 0.451 loss_box_reg_stage1: 0.585 loss_cls_stage2: 0.364 loss_box_reg_stage2: 0.546 loss_mask: 0.450 loss_rpn_cls: 0.088 loss_rpn_loc: 0.126 time: 1.9880 data_time: 0.0050 lr: 0.018382 max_mem: 20595M [04/29 18:39:17] d2.utils.events INFO: eta: 6 days, 4:53:21 iter: 939 total_loss: 3.369 loss_cls_stage0: 0.470 loss_box_reg_stage0: 0.360 loss_cls_stage1: 0.449 loss_box_reg_stage1: 0.538 loss_cls_stage2: 0.391 loss_box_reg_stage2: 0.530 loss_mask: 0.455 loss_rpn_cls: 0.084 loss_rpn_loc: 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[04/29 18:47:21] d2.utils.events INFO: eta: 6 days, 5:32:56 iter: 1179 total_loss: 3.122 loss_cls_stage0: 0.394 loss_box_reg_stage0: 0.343 loss_cls_stage1: 0.390 loss_box_reg_stage1: 0.522 loss_cls_stage2: 0.345 loss_box_reg_stage2: 0.505 loss_mask: 0.388 loss_rpn_cls: 0.079 loss_rpn_loc: 0.120 time: 1.9941 data_time: 0.0052 lr: 0.020000 max_mem: 20595M [04/29 18:48:03] d2.utils.events INFO: eta: 6 days, 5:43:30 iter: 1199 total_loss: 3.174 loss_cls_stage0: 0.420 loss_box_reg_stage0: 0.352 loss_cls_stage1: 0.398 loss_box_reg_stage1: 0.547 loss_cls_stage2: 0.361 loss_box_reg_stage2: 0.557 loss_mask: 0.386 loss_rpn_cls: 0.077 loss_rpn_loc: 0.108 time: 1.9953 data_time: 0.0050 lr: 0.020000 max_mem: 20595M [04/29 18:48:43] d2.utils.events INFO: eta: 6 days, 5:48:54 iter: 1219 total_loss: 3.045 loss_cls_stage0: 0.374 loss_box_reg_stage0: 0.321 loss_cls_stage1: 0.369 loss_box_reg_stage1: 0.513 loss_cls_stage2: 0.339 loss_box_reg_stage2: 0.524 loss_mask: 0.387 loss_rpn_cls: 0.077 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[04/29 18:56:46] d2.utils.events INFO: eta: 6 days, 6:02:07 iter: 1459 total_loss: 3.057 loss_cls_stage0: 0.370 loss_box_reg_stage0: 0.342 loss_cls_stage1: 0.356 loss_box_reg_stage1: 0.549 loss_cls_stage2: 0.345 loss_box_reg_stage2: 0.585 loss_mask: 0.335 loss_rpn_cls: 0.065 loss_rpn_loc: 0.102 time: 1.9977 data_time: 0.0050 lr: 0.020000 max_mem: 20595M [04/29 18:57:26] d2.utils.events INFO: eta: 6 days, 6:01:45 iter: 1479 total_loss: 2.930 loss_cls_stage0: 0.350 loss_box_reg_stage0: 0.341 loss_cls_stage1: 0.337 loss_box_reg_stage1: 0.548 loss_cls_stage2: 0.302 loss_box_reg_stage2: 0.556 loss_mask: 0.360 loss_rpn_cls: 0.069 loss_rpn_loc: 0.092 time: 1.9980 data_time: 0.0049 lr: 0.020000 max_mem: 20595M [04/29 18:58:06] d2.utils.events INFO: eta: 6 days, 6:02:17 iter: 1499 total_loss: 3.143 loss_cls_stage0: 0.387 loss_box_reg_stage0: 0.347 loss_cls_stage1: 0.362 loss_box_reg_stage1: 0.560 loss_cls_stage2: 0.317 loss_box_reg_stage2: 0.580 loss_mask: 0.344 loss_rpn_cls: 0.077 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[04/29 19:06:13] d2.utils.events INFO: eta: 6 days, 6:11:20 iter: 1739 total_loss: 2.992 loss_cls_stage0: 0.346 loss_box_reg_stage0: 0.342 loss_cls_stage1: 0.324 loss_box_reg_stage1: 0.554 loss_cls_stage2: 0.302 loss_box_reg_stage2: 0.559 loss_mask: 0.339 loss_rpn_cls: 0.074 loss_rpn_loc: 0.105 time: 2.0016 data_time: 0.0054 lr: 0.020000 max_mem: 20595M [04/29 19:06:53] d2.utils.events INFO: eta: 6 days, 6:06:58 iter: 1759 total_loss: 2.958 loss_cls_stage0: 0.351 loss_box_reg_stage0: 0.336 loss_cls_stage1: 0.352 loss_box_reg_stage1: 0.551 loss_cls_stage2: 0.314 loss_box_reg_stage2: 0.561 loss_mask: 0.347 loss_rpn_cls: 0.075 loss_rpn_loc: 0.106 time: 2.0017 data_time: 0.0049 lr: 0.020000 max_mem: 20595M [04/29 19:07:33] d2.utils.events INFO: eta: 6 days, 6:03:52 iter: 1779 total_loss: 2.996 loss_cls_stage0: 0.358 loss_box_reg_stage0: 0.355 loss_cls_stage1: 0.333 loss_box_reg_stage1: 0.557 loss_cls_stage2: 0.306 loss_box_reg_stage2: 0.596 loss_mask: 0.337 loss_rpn_cls: 0.067 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[04/29 19:15:40] d2.utils.events INFO: eta: 6 days, 6:09:33 iter: 2019 total_loss: 2.995 loss_cls_stage0: 0.326 loss_box_reg_stage0: 0.352 loss_cls_stage1: 0.314 loss_box_reg_stage1: 0.578 loss_cls_stage2: 0.279 loss_box_reg_stage2: 0.589 loss_mask: 0.329 loss_rpn_cls: 0.061 loss_rpn_loc: 0.106 time: 2.0043 data_time: 0.0051 lr: 0.020000 max_mem: 20595M [04/29 19:16:20] d2.utils.events INFO: eta: 6 days, 6:07:35 iter: 2039 total_loss: 2.868 loss_cls_stage0: 0.313 loss_box_reg_stage0: 0.326 loss_cls_stage1: 0.304 loss_box_reg_stage1: 0.536 loss_cls_stage2: 0.277 loss_box_reg_stage2: 0.538 loss_mask: 0.345 loss_rpn_cls: 0.076 loss_rpn_loc: 0.126 time: 2.0043 data_time: 0.0052 lr: 0.020000 max_mem: 20595M [04/29 19:17:00] d2.utils.events INFO: eta: 6 days, 6:06:14 iter: 2059 total_loss: 3.012 loss_cls_stage0: 0.337 loss_box_reg_stage0: 0.350 loss_cls_stage1: 0.312 loss_box_reg_stage1: 0.584 loss_cls_stage2: 0.287 loss_box_reg_stage2: 0.576 loss_mask: 0.328 loss_rpn_cls: 0.075 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[04/29 19:25:04] d2.utils.events INFO: eta: 6 days, 5:58:02 iter: 2299 total_loss: 2.834 loss_cls_stage0: 0.318 loss_box_reg_stage0: 0.323 loss_cls_stage1: 0.313 loss_box_reg_stage1: 0.527 loss_cls_stage2: 0.294 loss_box_reg_stage2: 0.575 loss_mask: 0.307 loss_rpn_cls: 0.075 loss_rpn_loc: 0.105 time: 2.0056 data_time: 0.0052 lr: 0.020000 max_mem: 20595M [04/29 19:25:45] d2.utils.events INFO: eta: 6 days, 5:58:10 iter: 2319 total_loss: 2.649 loss_cls_stage0: 0.305 loss_box_reg_stage0: 0.309 loss_cls_stage1: 0.285 loss_box_reg_stage1: 0.505 loss_cls_stage2: 0.277 loss_box_reg_stage2: 0.525 loss_mask: 0.321 loss_rpn_cls: 0.068 loss_rpn_loc: 0.093 time: 2.0057 data_time: 0.0052 lr: 0.020000 max_mem: 20595M [04/29 19:26:26] d2.utils.events INFO: eta: 6 days, 6:03:29 iter: 2339 total_loss: 2.795 loss_cls_stage0: 0.303 loss_box_reg_stage0: 0.307 loss_cls_stage1: 0.301 loss_box_reg_stage1: 0.511 loss_cls_stage2: 0.276 loss_box_reg_stage2: 0.570 loss_mask: 0.307 loss_rpn_cls: 0.057 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[04/29 19:34:32] d2.utils.events INFO: eta: 6 days, 6:03:32 iter: 2579 total_loss: 2.722 loss_cls_stage0: 0.310 loss_box_reg_stage0: 0.319 loss_cls_stage1: 0.290 loss_box_reg_stage1: 0.533 loss_cls_stage2: 0.260 loss_box_reg_stage2: 0.582 loss_mask: 0.304 loss_rpn_cls: 0.060 loss_rpn_loc: 0.101 time: 2.0074 data_time: 0.0052 lr: 0.020000 max_mem: 20595M [04/29 19:35:12] d2.utils.events INFO: eta: 6 days, 6:04:32 iter: 2599 total_loss: 2.680 loss_cls_stage0: 0.291 loss_box_reg_stage0: 0.321 loss_cls_stage1: 0.277 loss_box_reg_stage1: 0.510 loss_cls_stage2: 0.257 loss_box_reg_stage2: 0.522 loss_mask: 0.306 loss_rpn_cls: 0.059 loss_rpn_loc: 0.105 time: 2.0074 data_time: 0.0053 lr: 0.020000 max_mem: 20595M [04/29 19:35:53] d2.utils.events INFO: eta: 6 days, 6:08:09 iter: 2619 total_loss: 2.872 loss_cls_stage0: 0.316 loss_box_reg_stage0: 0.337 loss_cls_stage1: 0.319 loss_box_reg_stage1: 0.548 loss_cls_stage2: 0.283 loss_box_reg_stage2: 0.573 loss_mask: 0.316 loss_rpn_cls: 0.062 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[04/29 19:43:59] d2.utils.events INFO: eta: 6 days, 5:43:35 iter: 2859 total_loss: 2.617 loss_cls_stage0: 0.279 loss_box_reg_stage0: 0.308 loss_cls_stage1: 0.275 loss_box_reg_stage1: 0.519 loss_cls_stage2: 0.254 loss_box_reg_stage2: 0.549 loss_mask: 0.288 loss_rpn_cls: 0.058 loss_rpn_loc: 0.099 time: 2.0088 data_time: 0.0051 lr: 0.020000 max_mem: 20595M [04/29 19:44:39] d2.utils.events INFO: eta: 6 days, 5:41:19 iter: 2879 total_loss: 2.679 loss_cls_stage0: 0.292 loss_box_reg_stage0: 0.318 loss_cls_stage1: 0.275 loss_box_reg_stage1: 0.534 loss_cls_stage2: 0.257 loss_box_reg_stage2: 0.544 loss_mask: 0.293 loss_rpn_cls: 0.058 loss_rpn_loc: 0.097 time: 2.0090 data_time: 0.0050 lr: 0.020000 max_mem: 20595M [04/29 19:45:20] d2.utils.events INFO: eta: 6 days, 5:40:39 iter: 2899 total_loss: 2.724 loss_cls_stage0: 0.279 loss_box_reg_stage0: 0.322 loss_cls_stage1: 0.265 loss_box_reg_stage1: 0.531 loss_cls_stage2: 0.264 loss_box_reg_stage2: 0.595 loss_mask: 0.291 loss_rpn_cls: 0.062 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[04/29 19:53:26] d2.utils.events INFO: eta: 6 days, 5:40:01 iter: 3139 total_loss: 2.931 loss_cls_stage0: 0.306 loss_box_reg_stage0: 0.351 loss_cls_stage1: 0.314 loss_box_reg_stage1: 0.550 loss_cls_stage2: 0.280 loss_box_reg_stage2: 0.599 loss_mask: 0.295 loss_rpn_cls: 0.064 loss_rpn_loc: 0.103 time: 2.0101 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 19:54:06] d2.utils.events INFO: eta: 6 days, 5:37:07 iter: 3159 total_loss: 2.622 loss_cls_stage0: 0.278 loss_box_reg_stage0: 0.294 loss_cls_stage1: 0.269 loss_box_reg_stage1: 0.484 loss_cls_stage2: 0.240 loss_box_reg_stage2: 0.512 loss_mask: 0.300 loss_rpn_cls: 0.073 loss_rpn_loc: 0.101 time: 2.0100 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 19:54:46] d2.utils.events INFO: eta: 6 days, 5:34:03 iter: 3179 total_loss: 2.649 loss_cls_stage0: 0.282 loss_box_reg_stage0: 0.307 loss_cls_stage1: 0.275 loss_box_reg_stage1: 0.506 loss_cls_stage2: 0.252 loss_box_reg_stage2: 0.521 loss_mask: 0.293 loss_rpn_cls: 0.060 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[04/29 20:02:51] d2.utils.events INFO: eta: 6 days, 5:14:03 iter: 3419 total_loss: 2.725 loss_cls_stage0: 0.275 loss_box_reg_stage0: 0.344 loss_cls_stage1: 0.258 loss_box_reg_stage1: 0.539 loss_cls_stage2: 0.239 loss_box_reg_stage2: 0.566 loss_mask: 0.297 loss_rpn_cls: 0.058 loss_rpn_loc: 0.085 time: 2.0105 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 20:03:31] d2.utils.events INFO: eta: 6 days, 5:17:21 iter: 3439 total_loss: 2.577 loss_cls_stage0: 0.270 loss_box_reg_stage0: 0.310 loss_cls_stage1: 0.260 loss_box_reg_stage1: 0.522 loss_cls_stage2: 0.243 loss_box_reg_stage2: 0.566 loss_mask: 0.278 loss_rpn_cls: 0.054 loss_rpn_loc: 0.083 time: 2.0106 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 20:04:11] d2.utils.events INFO: eta: 6 days, 5:17:20 iter: 3459 total_loss: 2.695 loss_cls_stage0: 0.292 loss_box_reg_stage0: 0.331 loss_cls_stage1: 0.275 loss_box_reg_stage1: 0.549 loss_cls_stage2: 0.259 loss_box_reg_stage2: 0.588 loss_mask: 0.284 loss_rpn_cls: 0.051 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[04/29 20:12:17] d2.utils.events INFO: eta: 6 days, 4:58:10 iter: 3699 total_loss: 2.602 loss_cls_stage0: 0.272 loss_box_reg_stage0: 0.310 loss_cls_stage1: 0.257 loss_box_reg_stage1: 0.507 loss_cls_stage2: 0.238 loss_box_reg_stage2: 0.534 loss_mask: 0.296 loss_rpn_cls: 0.069 loss_rpn_loc: 0.122 time: 2.0112 data_time: 0.0054 lr: 0.020000 max_mem: 20851M [04/29 20:12:57] d2.utils.events INFO: eta: 6 days, 5:00:16 iter: 3719 total_loss: 2.540 loss_cls_stage0: 0.279 loss_box_reg_stage0: 0.307 loss_cls_stage1: 0.251 loss_box_reg_stage1: 0.507 loss_cls_stage2: 0.235 loss_box_reg_stage2: 0.531 loss_mask: 0.293 loss_rpn_cls: 0.064 loss_rpn_loc: 0.107 time: 2.0112 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 20:13:38] d2.utils.events INFO: eta: 6 days, 5:02:01 iter: 3739 total_loss: 2.589 loss_cls_stage0: 0.275 loss_box_reg_stage0: 0.297 loss_cls_stage1: 0.256 loss_box_reg_stage1: 0.495 loss_cls_stage2: 0.246 loss_box_reg_stage2: 0.528 loss_mask: 0.287 loss_rpn_cls: 0.061 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[04/29 20:21:46] d2.utils.events INFO: eta: 6 days, 5:10:59 iter: 3979 total_loss: 2.615 loss_cls_stage0: 0.277 loss_box_reg_stage0: 0.302 loss_cls_stage1: 0.271 loss_box_reg_stage1: 0.519 loss_cls_stage2: 0.239 loss_box_reg_stage2: 0.560 loss_mask: 0.276 loss_rpn_cls: 0.054 loss_rpn_loc: 0.094 time: 2.0123 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 20:22:27] d2.utils.events INFO: eta: 6 days, 5:08:31 iter: 3999 total_loss: 2.450 loss_cls_stage0: 0.249 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.249 loss_box_reg_stage1: 0.468 loss_cls_stage2: 0.236 loss_box_reg_stage2: 0.509 loss_mask: 0.289 loss_rpn_cls: 0.052 loss_rpn_loc: 0.089 time: 2.0125 data_time: 0.0053 lr: 0.020000 max_mem: 20851M [04/29 20:23:07] d2.utils.events INFO: eta: 6 days, 5:06:30 iter: 4019 total_loss: 2.555 loss_cls_stage0: 0.253 loss_box_reg_stage0: 0.295 loss_cls_stage1: 0.249 loss_box_reg_stage1: 0.498 loss_cls_stage2: 0.231 loss_box_reg_stage2: 0.561 loss_mask: 0.288 loss_rpn_cls: 0.057 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[04/29 20:31:13] d2.utils.events INFO: eta: 6 days, 5:04:12 iter: 4259 total_loss: 2.639 loss_cls_stage0: 0.267 loss_box_reg_stage0: 0.304 loss_cls_stage1: 0.265 loss_box_reg_stage1: 0.536 loss_cls_stage2: 0.246 loss_box_reg_stage2: 0.589 loss_mask: 0.284 loss_rpn_cls: 0.058 loss_rpn_loc: 0.113 time: 2.0131 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 20:31:54] d2.utils.events INFO: eta: 6 days, 5:04:45 iter: 4279 total_loss: 2.459 loss_cls_stage0: 0.269 loss_box_reg_stage0: 0.291 loss_cls_stage1: 0.249 loss_box_reg_stage1: 0.490 loss_cls_stage2: 0.237 loss_box_reg_stage2: 0.538 loss_mask: 0.277 loss_rpn_cls: 0.060 loss_rpn_loc: 0.101 time: 2.0132 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 20:32:34] d2.utils.events INFO: eta: 6 days, 5:02:58 iter: 4299 total_loss: 2.608 loss_cls_stage0: 0.259 loss_box_reg_stage0: 0.300 loss_cls_stage1: 0.248 loss_box_reg_stage1: 0.520 loss_cls_stage2: 0.237 loss_box_reg_stage2: 0.631 loss_mask: 0.271 loss_rpn_cls: 0.049 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[04/29 20:40:40] d2.utils.events INFO: eta: 6 days, 5:06:17 iter: 4539 total_loss: 2.636 loss_cls_stage0: 0.250 loss_box_reg_stage0: 0.322 loss_cls_stage1: 0.244 loss_box_reg_stage1: 0.530 loss_cls_stage2: 0.243 loss_box_reg_stage2: 0.566 loss_mask: 0.282 loss_rpn_cls: 0.060 loss_rpn_loc: 0.104 time: 2.0136 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 20:41:20] d2.utils.events INFO: eta: 6 days, 5:00:06 iter: 4559 total_loss: 2.498 loss_cls_stage0: 0.272 loss_box_reg_stage0: 0.306 loss_cls_stage1: 0.261 loss_box_reg_stage1: 0.507 loss_cls_stage2: 0.248 loss_box_reg_stage2: 0.546 loss_mask: 0.267 loss_rpn_cls: 0.062 loss_rpn_loc: 0.086 time: 2.0136 data_time: 0.0048 lr: 0.020000 max_mem: 20851M [04/29 20:42:01] d2.utils.events INFO: eta: 6 days, 5:04:56 iter: 4579 total_loss: 2.543 loss_cls_stage0: 0.270 loss_box_reg_stage0: 0.304 loss_cls_stage1: 0.263 loss_box_reg_stage1: 0.484 loss_cls_stage2: 0.251 loss_box_reg_stage2: 0.559 loss_mask: 0.270 loss_rpn_cls: 0.048 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[04/29 20:50:06] d2.utils.events INFO: eta: 6 days, 4:52:02 iter: 4819 total_loss: 2.339 loss_cls_stage0: 0.245 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.239 loss_box_reg_stage1: 0.494 loss_cls_stage2: 0.229 loss_box_reg_stage2: 0.524 loss_mask: 0.272 loss_rpn_cls: 0.046 loss_rpn_loc: 0.089 time: 2.0138 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 20:50:47] d2.utils.events INFO: eta: 6 days, 4:53:13 iter: 4839 total_loss: 2.579 loss_cls_stage0: 0.269 loss_box_reg_stage0: 0.305 loss_cls_stage1: 0.259 loss_box_reg_stage1: 0.507 loss_cls_stage2: 0.242 loss_box_reg_stage2: 0.572 loss_mask: 0.271 loss_rpn_cls: 0.046 loss_rpn_loc: 0.087 time: 2.0139 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 20:51:27] d2.utils.events INFO: eta: 6 days, 4:51:36 iter: 4859 total_loss: 2.538 loss_cls_stage0: 0.264 loss_box_reg_stage0: 0.300 loss_cls_stage1: 0.248 loss_box_reg_stage1: 0.506 loss_cls_stage2: 0.243 loss_box_reg_stage2: 0.531 loss_mask: 0.275 loss_rpn_cls: 0.057 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6 days, 3:41:49 iter: 6659 total_loss: 2.358 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.276 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.468 loss_cls_stage2: 0.219 loss_box_reg_stage2: 0.494 loss_mask: 0.267 loss_rpn_cls: 0.049 loss_rpn_loc: 0.084 time: 2.0156 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 21:52:50] d2.utils.events INFO: eta: 6 days, 3:41:09 iter: 6679 total_loss: 2.448 loss_cls_stage0: 0.278 loss_box_reg_stage0: 0.291 loss_cls_stage1: 0.256 loss_box_reg_stage1: 0.477 loss_cls_stage2: 0.247 loss_box_reg_stage2: 0.556 loss_mask: 0.268 loss_rpn_cls: 0.049 loss_rpn_loc: 0.093 time: 2.0157 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 21:53:31] d2.utils.events INFO: eta: 6 days, 3:41:42 iter: 6699 total_loss: 2.440 loss_cls_stage0: 0.240 loss_box_reg_stage0: 0.302 loss_cls_stage1: 0.228 loss_box_reg_stage1: 0.493 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.539 loss_mask: 0.269 loss_rpn_cls: 0.058 loss_rpn_loc: 0.099 time: 2.0157 data_time: 0.0053 lr: 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loss_rpn_cls: 0.047 loss_rpn_loc: 0.090 time: 2.0157 data_time: 0.0053 lr: 0.020000 max_mem: 20851M [04/29 21:56:11] d2.utils.events INFO: eta: 6 days, 3:34:49 iter: 6779 total_loss: 2.332 loss_cls_stage0: 0.230 loss_box_reg_stage0: 0.273 loss_cls_stage1: 0.215 loss_box_reg_stage1: 0.460 loss_cls_stage2: 0.208 loss_box_reg_stage2: 0.547 loss_mask: 0.266 loss_rpn_cls: 0.047 loss_rpn_loc: 0.069 time: 2.0156 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 21:56:52] d2.utils.events INFO: eta: 6 days, 3:33:08 iter: 6799 total_loss: 2.416 loss_cls_stage0: 0.246 loss_box_reg_stage0: 0.275 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.216 loss_box_reg_stage2: 0.538 loss_mask: 0.269 loss_rpn_cls: 0.050 loss_rpn_loc: 0.091 time: 2.0156 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 21:57:31] d2.utils.events INFO: eta: 6 days, 3:30:06 iter: 6819 total_loss: 2.533 loss_cls_stage0: 0.253 loss_box_reg_stage0: 0.301 loss_cls_stage1: 0.242 loss_box_reg_stage1: 0.509 loss_cls_stage2: 0.230 loss_box_reg_stage2: 0.602 loss_mask: 0.258 loss_rpn_cls: 0.053 loss_rpn_loc: 0.096 time: 2.0154 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 21:58:12] d2.utils.events INFO: eta: 6 days, 3:29:46 iter: 6839 total_loss: 2.542 loss_cls_stage0: 0.266 loss_box_reg_stage0: 0.315 loss_cls_stage1: 0.255 loss_box_reg_stage1: 0.489 loss_cls_stage2: 0.245 loss_box_reg_stage2: 0.547 loss_mask: 0.281 loss_rpn_cls: 0.057 loss_rpn_loc: 0.095 time: 2.0155 data_time: 0.0047 lr: 0.020000 max_mem: 20851M [04/29 21:58:53] d2.utils.events INFO: eta: 6 days, 3:28:21 iter: 6859 total_loss: 2.602 loss_cls_stage0: 0.259 loss_box_reg_stage0: 0.318 loss_cls_stage1: 0.248 loss_box_reg_stage1: 0.517 loss_cls_stage2: 0.232 loss_box_reg_stage2: 0.584 loss_mask: 0.264 loss_rpn_cls: 0.052 loss_rpn_loc: 0.093 time: 2.0155 data_time: 0.0055 lr: 0.020000 max_mem: 20851M [04/29 21:59:33] d2.utils.events INFO: eta: 6 days, 3:28:41 iter: 6879 total_loss: 2.549 loss_cls_stage0: 0.265 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6 days, 3:17:39 iter: 6939 total_loss: 2.407 loss_cls_stage0: 0.235 loss_box_reg_stage0: 0.283 loss_cls_stage1: 0.237 loss_box_reg_stage1: 0.461 loss_cls_stage2: 0.219 loss_box_reg_stage2: 0.526 loss_mask: 0.262 loss_rpn_cls: 0.052 loss_rpn_loc: 0.089 time: 2.0156 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 22:02:15] d2.utils.events INFO: eta: 6 days, 3:21:36 iter: 6959 total_loss: 2.358 loss_cls_stage0: 0.230 loss_box_reg_stage0: 0.280 loss_cls_stage1: 0.228 loss_box_reg_stage1: 0.485 loss_cls_stage2: 0.223 loss_box_reg_stage2: 0.534 loss_mask: 0.260 loss_rpn_cls: 0.055 loss_rpn_loc: 0.086 time: 2.0156 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 22:02:56] d2.utils.events INFO: eta: 6 days, 3:20:56 iter: 6979 total_loss: 2.554 loss_cls_stage0: 0.268 loss_box_reg_stage0: 0.298 loss_cls_stage1: 0.263 loss_box_reg_stage1: 0.519 loss_cls_stage2: 0.247 loss_box_reg_stage2: 0.550 loss_mask: 0.270 loss_rpn_cls: 0.056 loss_rpn_loc: 0.103 time: 2.0157 data_time: 0.0052 lr: 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loss_rpn_cls: 0.052 loss_rpn_loc: 0.090 time: 2.0157 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 22:05:39] d2.utils.events INFO: eta: 6 days, 3:21:33 iter: 7059 total_loss: 2.375 loss_cls_stage0: 0.259 loss_box_reg_stage0: 0.280 loss_cls_stage1: 0.249 loss_box_reg_stage1: 0.467 loss_cls_stage2: 0.236 loss_box_reg_stage2: 0.539 loss_mask: 0.256 loss_rpn_cls: 0.057 loss_rpn_loc: 0.090 time: 2.0158 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 22:06:20] d2.utils.events INFO: eta: 6 days, 3:23:43 iter: 7079 total_loss: 2.607 loss_cls_stage0: 0.267 loss_box_reg_stage0: 0.294 loss_cls_stage1: 0.259 loss_box_reg_stage1: 0.526 loss_cls_stage2: 0.249 loss_box_reg_stage2: 0.573 loss_mask: 0.272 loss_rpn_cls: 0.053 loss_rpn_loc: 0.096 time: 2.0160 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 22:07:01] d2.utils.events INFO: eta: 6 days, 3:24:04 iter: 7099 total_loss: 2.652 loss_cls_stage0: 0.244 loss_box_reg_stage0: 0.306 loss_cls_stage1: 0.236 loss_box_reg_stage1: 0.515 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loss_cls_stage2: 0.215 loss_box_reg_stage2: 0.545 loss_mask: 0.256 loss_rpn_cls: 0.045 loss_rpn_loc: 0.086 time: 2.0170 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 22:26:40] d2.utils.events INFO: eta: 6 days, 3:33:55 iter: 7679 total_loss: 2.488 loss_cls_stage0: 0.238 loss_box_reg_stage0: 0.298 loss_cls_stage1: 0.228 loss_box_reg_stage1: 0.502 loss_cls_stage2: 0.210 loss_box_reg_stage2: 0.569 loss_mask: 0.262 loss_rpn_cls: 0.043 loss_rpn_loc: 0.093 time: 2.0171 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 22:27:20] d2.utils.events INFO: eta: 6 days, 3:32:13 iter: 7699 total_loss: 2.218 loss_cls_stage0: 0.219 loss_box_reg_stage0: 0.265 loss_cls_stage1: 0.211 loss_box_reg_stage1: 0.468 loss_cls_stage2: 0.206 loss_box_reg_stage2: 0.502 loss_mask: 0.257 loss_rpn_cls: 0.050 loss_rpn_loc: 0.079 time: 2.0171 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 22:28:01] d2.utils.events INFO: eta: 6 days, 3:31:32 iter: 7719 total_loss: 2.322 loss_cls_stage0: 0.219 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6 days, 3:32:28 iter: 7779 total_loss: 2.450 loss_cls_stage0: 0.241 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.246 loss_box_reg_stage1: 0.506 loss_cls_stage2: 0.236 loss_box_reg_stage2: 0.581 loss_mask: 0.253 loss_rpn_cls: 0.049 loss_rpn_loc: 0.102 time: 2.0172 data_time: 0.0048 lr: 0.020000 max_mem: 20851M [04/29 22:30:43] d2.utils.events INFO: eta: 6 days, 3:33:22 iter: 7799 total_loss: 2.495 loss_cls_stage0: 0.245 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.247 loss_box_reg_stage1: 0.498 loss_cls_stage2: 0.237 loss_box_reg_stage2: 0.579 loss_mask: 0.264 loss_rpn_cls: 0.038 loss_rpn_loc: 0.074 time: 2.0172 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 22:31:24] d2.utils.events INFO: eta: 6 days, 3:39:55 iter: 7819 total_loss: 2.506 loss_cls_stage0: 0.242 loss_box_reg_stage0: 0.302 loss_cls_stage1: 0.239 loss_box_reg_stage1: 0.515 loss_cls_stage2: 0.224 loss_box_reg_stage2: 0.612 loss_mask: 0.262 loss_rpn_cls: 0.048 loss_rpn_loc: 0.102 time: 2.0173 data_time: 0.0054 lr: 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loss_rpn_cls: 0.046 loss_rpn_loc: 0.087 time: 2.0177 data_time: 0.0058 lr: 0.020000 max_mem: 20851M [04/29 22:53:00] d2.utils.events INFO: eta: 6 days, 3:04:54 iter: 8459 total_loss: 2.328 loss_cls_stage0: 0.228 loss_box_reg_stage0: 0.274 loss_cls_stage1: 0.215 loss_box_reg_stage1: 0.486 loss_cls_stage2: 0.210 loss_box_reg_stage2: 0.547 loss_mask: 0.258 loss_rpn_cls: 0.043 loss_rpn_loc: 0.076 time: 2.0176 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 22:53:41] d2.utils.events INFO: eta: 6 days, 3:07:34 iter: 8479 total_loss: 2.338 loss_cls_stage0: 0.228 loss_box_reg_stage0: 0.281 loss_cls_stage1: 0.219 loss_box_reg_stage1: 0.485 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.553 loss_mask: 0.263 loss_rpn_cls: 0.049 loss_rpn_loc: 0.082 time: 2.0177 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 22:54:21] d2.utils.events INFO: eta: 6 days, 3:05:28 iter: 8499 total_loss: 2.197 loss_cls_stage0: 0.218 loss_box_reg_stage0: 0.264 loss_cls_stage1: 0.212 loss_box_reg_stage1: 0.438 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6 days, 2:50:37 iter: 8619 total_loss: 2.379 loss_cls_stage0: 0.239 loss_box_reg_stage0: 0.274 loss_cls_stage1: 0.240 loss_box_reg_stage1: 0.464 loss_cls_stage2: 0.228 loss_box_reg_stage2: 0.521 loss_mask: 0.259 loss_rpn_cls: 0.049 loss_rpn_loc: 0.076 time: 2.0177 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 22:59:05] d2.utils.events INFO: eta: 6 days, 2:49:57 iter: 8639 total_loss: 2.347 loss_cls_stage0: 0.219 loss_box_reg_stage0: 0.264 loss_cls_stage1: 0.215 loss_box_reg_stage1: 0.480 loss_cls_stage2: 0.216 loss_box_reg_stage2: 0.573 loss_mask: 0.258 loss_rpn_cls: 0.046 loss_rpn_loc: 0.081 time: 2.0178 data_time: 0.0053 lr: 0.020000 max_mem: 20851M [04/29 22:59:46] d2.utils.events INFO: eta: 6 days, 2:57:05 iter: 8659 total_loss: 2.440 loss_cls_stage0: 0.240 loss_box_reg_stage0: 0.281 loss_cls_stage1: 0.239 loss_box_reg_stage1: 0.477 loss_cls_stage2: 0.227 loss_box_reg_stage2: 0.558 loss_mask: 0.265 loss_rpn_cls: 0.042 loss_rpn_loc: 0.087 time: 2.0179 data_time: 0.0051 lr: 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loss_cls_stage2: 0.208 loss_box_reg_stage2: 0.565 loss_mask: 0.265 loss_rpn_cls: 0.056 loss_rpn_loc: 0.091 time: 2.0180 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 23:04:30] d2.utils.events INFO: eta: 6 days, 2:50:18 iter: 8799 total_loss: 2.424 loss_cls_stage0: 0.227 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.212 loss_box_reg_stage1: 0.477 loss_cls_stage2: 0.207 loss_box_reg_stage2: 0.550 loss_mask: 0.255 loss_rpn_cls: 0.046 loss_rpn_loc: 0.094 time: 2.0179 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 23:05:10] d2.utils.events INFO: eta: 6 days, 2:49:37 iter: 8819 total_loss: 2.547 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.305 loss_cls_stage1: 0.233 loss_box_reg_stage1: 0.520 loss_cls_stage2: 0.232 loss_box_reg_stage2: 0.565 loss_mask: 0.258 loss_rpn_cls: 0.050 loss_rpn_loc: 0.097 time: 2.0180 data_time: 0.0053 lr: 0.020000 max_mem: 20851M [04/29 23:05:51] d2.utils.events INFO: eta: 6 days, 2:47:15 iter: 8839 total_loss: 2.376 loss_cls_stage0: 0.234 loss_box_reg_stage0: 0.280 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.495 loss_cls_stage2: 0.225 loss_box_reg_stage2: 0.531 loss_mask: 0.257 loss_rpn_cls: 0.049 loss_rpn_loc: 0.090 time: 2.0180 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 23:06:31] d2.utils.events INFO: eta: 6 days, 2:42:51 iter: 8859 total_loss: 2.560 loss_cls_stage0: 0.251 loss_box_reg_stage0: 0.308 loss_cls_stage1: 0.245 loss_box_reg_stage1: 0.521 loss_cls_stage2: 0.242 loss_box_reg_stage2: 0.571 loss_mask: 0.256 loss_rpn_cls: 0.049 loss_rpn_loc: 0.084 time: 2.0179 data_time: 0.0055 lr: 0.020000 max_mem: 20851M [04/29 23:07:11] d2.utils.events INFO: eta: 6 days, 2:39:33 iter: 8879 total_loss: 2.411 loss_cls_stage0: 0.230 loss_box_reg_stage0: 0.283 loss_cls_stage1: 0.224 loss_box_reg_stage1: 0.485 loss_cls_stage2: 0.209 loss_box_reg_stage2: 0.535 loss_mask: 0.249 loss_rpn_cls: 0.049 loss_rpn_loc: 0.081 time: 2.0179 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 23:07:51] d2.utils.events INFO: eta: 6 days, 2:38:10 iter: 8899 total_loss: 2.369 loss_cls_stage0: 0.229 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.215 loss_box_reg_stage1: 0.497 loss_cls_stage2: 0.214 loss_box_reg_stage2: 0.532 loss_mask: 0.257 loss_rpn_cls: 0.048 loss_rpn_loc: 0.080 time: 2.0179 data_time: 0.0053 lr: 0.020000 max_mem: 20851M [04/29 23:08:32] d2.utils.events INFO: eta: 6 days, 2:44:34 iter: 8919 total_loss: 2.353 loss_cls_stage0: 0.233 loss_box_reg_stage0: 0.273 loss_cls_stage1: 0.226 loss_box_reg_stage1: 0.472 loss_cls_stage2: 0.216 loss_box_reg_stage2: 0.512 loss_mask: 0.249 loss_rpn_cls: 0.045 loss_rpn_loc: 0.078 time: 2.0179 data_time: 0.0053 lr: 0.020000 max_mem: 20851M [04/29 23:09:12] d2.utils.events INFO: eta: 6 days, 2:38:43 iter: 8939 total_loss: 2.329 loss_cls_stage0: 0.231 loss_box_reg_stage0: 0.282 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.498 loss_cls_stage2: 0.209 loss_box_reg_stage2: 0.536 loss_mask: 0.261 loss_rpn_cls: 0.040 loss_rpn_loc: 0.080 time: 2.0179 data_time: 0.0051 lr: 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6 days, 2:14:46 iter: 9179 total_loss: 2.383 loss_cls_stage0: 0.221 loss_box_reg_stage0: 0.276 loss_cls_stage1: 0.214 loss_box_reg_stage1: 0.453 loss_cls_stage2: 0.212 loss_box_reg_stage2: 0.514 loss_mask: 0.236 loss_rpn_cls: 0.056 loss_rpn_loc: 0.092 time: 2.0177 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 23:17:56] d2.utils.events INFO: eta: 6 days, 2:20:16 iter: 9199 total_loss: 2.264 loss_cls_stage0: 0.219 loss_box_reg_stage0: 0.274 loss_cls_stage1: 0.213 loss_box_reg_stage1: 0.458 loss_cls_stage2: 0.197 loss_box_reg_stage2: 0.513 loss_mask: 0.250 loss_rpn_cls: 0.049 loss_rpn_loc: 0.089 time: 2.0177 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 23:18:37] d2.utils.events INFO: eta: 6 days, 2:25:08 iter: 9219 total_loss: 2.339 loss_cls_stage0: 0.214 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.203 loss_box_reg_stage1: 0.482 loss_cls_stage2: 0.208 loss_box_reg_stage2: 0.548 loss_mask: 0.251 loss_rpn_cls: 0.052 loss_rpn_loc: 0.081 time: 2.0178 data_time: 0.0049 lr: 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loss_cls_stage2: 0.227 loss_box_reg_stage2: 0.568 loss_mask: 0.262 loss_rpn_cls: 0.047 loss_rpn_loc: 0.088 time: 2.0177 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 23:23:20] d2.utils.events INFO: eta: 6 days, 2:14:53 iter: 9359 total_loss: 2.204 loss_cls_stage0: 0.208 loss_box_reg_stage0: 0.259 loss_cls_stage1: 0.201 loss_box_reg_stage1: 0.442 loss_cls_stage2: 0.210 loss_box_reg_stage2: 0.510 loss_mask: 0.249 loss_rpn_cls: 0.049 loss_rpn_loc: 0.090 time: 2.0178 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 23:24:01] d2.utils.events INFO: eta: 6 days, 2:10:01 iter: 9379 total_loss: 2.301 loss_cls_stage0: 0.220 loss_box_reg_stage0: 0.263 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.464 loss_cls_stage2: 0.206 loss_box_reg_stage2: 0.526 loss_mask: 0.255 loss_rpn_cls: 0.050 loss_rpn_loc: 0.093 time: 2.0178 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 23:24:41] d2.utils.events INFO: eta: 6 days, 2:06:06 iter: 9399 total_loss: 2.445 loss_cls_stage0: 0.242 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6 days, 2:02:50 iter: 9459 total_loss: 2.364 loss_cls_stage0: 0.225 loss_box_reg_stage0: 0.274 loss_cls_stage1: 0.222 loss_box_reg_stage1: 0.485 loss_cls_stage2: 0.209 loss_box_reg_stage2: 0.521 loss_mask: 0.251 loss_rpn_cls: 0.047 loss_rpn_loc: 0.091 time: 2.0179 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 23:27:23] d2.utils.events INFO: eta: 6 days, 1:55:10 iter: 9479 total_loss: 2.128 loss_cls_stage0: 0.204 loss_box_reg_stage0: 0.242 loss_cls_stage1: 0.203 loss_box_reg_stage1: 0.413 loss_cls_stage2: 0.200 loss_box_reg_stage2: 0.483 loss_mask: 0.237 loss_rpn_cls: 0.045 loss_rpn_loc: 0.080 time: 2.0178 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 23:28:02] d2.utils.events INFO: eta: 6 days, 1:52:06 iter: 9499 total_loss: 2.169 loss_cls_stage0: 0.202 loss_box_reg_stage0: 0.256 loss_cls_stage1: 0.198 loss_box_reg_stage1: 0.453 loss_cls_stage2: 0.195 loss_box_reg_stage2: 0.467 loss_mask: 0.249 loss_rpn_cls: 0.040 loss_rpn_loc: 0.087 time: 2.0177 data_time: 0.0049 lr: 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6 days, 1:42:21 iter: 9739 total_loss: 2.316 loss_cls_stage0: 0.224 loss_box_reg_stage0: 0.274 loss_cls_stage1: 0.224 loss_box_reg_stage1: 0.485 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.541 loss_mask: 0.244 loss_rpn_cls: 0.037 loss_rpn_loc: 0.086 time: 2.0178 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 23:36:48] d2.utils.events INFO: eta: 6 days, 1:39:13 iter: 9759 total_loss: 2.505 loss_cls_stage0: 0.246 loss_box_reg_stage0: 0.295 loss_cls_stage1: 0.236 loss_box_reg_stage1: 0.496 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.554 loss_mask: 0.266 loss_rpn_cls: 0.051 loss_rpn_loc: 0.086 time: 2.0178 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 23:37:30] d2.utils.events INFO: eta: 6 days, 1:40:10 iter: 9779 total_loss: 2.490 loss_cls_stage0: 0.263 loss_box_reg_stage0: 0.283 loss_cls_stage1: 0.250 loss_box_reg_stage1: 0.494 loss_cls_stage2: 0.234 loss_box_reg_stage2: 0.567 loss_mask: 0.253 loss_rpn_cls: 0.041 loss_rpn_loc: 0.093 time: 2.0179 data_time: 0.0053 lr: 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loss_rpn_cls: 0.041 loss_rpn_loc: 0.074 time: 2.0180 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 23:40:12] d2.utils.events INFO: eta: 6 days, 1:39:31 iter: 9859 total_loss: 2.356 loss_cls_stage0: 0.229 loss_box_reg_stage0: 0.270 loss_cls_stage1: 0.219 loss_box_reg_stage1: 0.467 loss_cls_stage2: 0.213 loss_box_reg_stage2: 0.547 loss_mask: 0.245 loss_rpn_cls: 0.051 loss_rpn_loc: 0.088 time: 2.0180 data_time: 0.0051 lr: 0.020000 max_mem: 20851M [04/29 23:40:53] d2.utils.events INFO: eta: 6 days, 1:39:26 iter: 9879 total_loss: 2.514 loss_cls_stage0: 0.234 loss_box_reg_stage0: 0.287 loss_cls_stage1: 0.235 loss_box_reg_stage1: 0.477 loss_cls_stage2: 0.229 loss_box_reg_stage2: 0.541 loss_mask: 0.258 loss_rpn_cls: 0.047 loss_rpn_loc: 0.087 time: 2.0180 data_time: 0.0049 lr: 0.020000 max_mem: 20851M [04/29 23:41:34] d2.utils.events INFO: eta: 6 days, 1:40:42 iter: 9899 total_loss: 2.355 loss_cls_stage0: 0.232 loss_box_reg_stage0: 0.271 loss_cls_stage1: 0.229 loss_box_reg_stage1: 0.478 loss_cls_stage2: 0.217 loss_box_reg_stage2: 0.544 loss_mask: 0.250 loss_rpn_cls: 0.045 loss_rpn_loc: 0.084 time: 2.0180 data_time: 0.0052 lr: 0.020000 max_mem: 20851M [04/29 23:42:14] d2.utils.events INFO: eta: 6 days, 1:37:56 iter: 9919 total_loss: 2.437 loss_cls_stage0: 0.231 loss_box_reg_stage0: 0.289 loss_cls_stage1: 0.226 loss_box_reg_stage1: 0.503 loss_cls_stage2: 0.217 loss_box_reg_stage2: 0.550 loss_mask: 0.259 loss_rpn_cls: 0.046 loss_rpn_loc: 0.089 time: 2.0180 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 23:42:54] d2.utils.events INFO: eta: 6 days, 1:37:15 iter: 9939 total_loss: 2.145 loss_cls_stage0: 0.212 loss_box_reg_stage0: 0.251 loss_cls_stage1: 0.210 loss_box_reg_stage1: 0.436 loss_cls_stage2: 0.200 loss_box_reg_stage2: 0.496 loss_mask: 0.246 loss_rpn_cls: 0.045 loss_rpn_loc: 0.093 time: 2.0180 data_time: 0.0050 lr: 0.020000 max_mem: 20851M [04/29 23:43:35] d2.utils.events INFO: eta: 6 days, 1:36:00 iter: 9959 total_loss: 2.217 loss_cls_stage0: 0.218 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time: 2.0219 data_time: 0.0048 lr: 0.020000 max_mem: 21967M [04/30 08:11:51] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0024999.pth [04/30 08:11:52] d2.utils.events INFO: eta: 5 days, 17:47:07 iter: 24999 total_loss: 2.153 loss_cls_stage0: 0.199 loss_box_reg_stage0: 0.240 loss_cls_stage1: 0.194 loss_box_reg_stage1: 0.445 loss_cls_stage2: 0.189 loss_box_reg_stage2: 0.523 loss_mask: 0.244 loss_rpn_cls: 0.027 loss_rpn_loc: 0.075 time: 2.0219 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [04/30 08:12:33] d2.utils.events INFO: eta: 5 days, 17:45:51 iter: 25019 total_loss: 2.253 loss_cls_stage0: 0.204 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.200 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.192 loss_box_reg_stage2: 0.544 loss_mask: 0.246 loss_rpn_cls: 0.039 loss_rpn_loc: 0.098 time: 2.0219 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [04/30 08:13:13] d2.utils.events INFO: eta: 5 days, 17:45:34 iter: 25039 total_loss: 1.938 loss_cls_stage0: 0.177 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time: 2.0233 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [04/30 13:31:58] d2.utils.events INFO: eta: 5 days, 12:12:40 iter: 34459 total_loss: 1.986 loss_cls_stage0: 0.183 loss_box_reg_stage0: 0.224 loss_cls_stage1: 0.189 loss_box_reg_stage1: 0.405 loss_cls_stage2: 0.186 loss_box_reg_stage2: 0.494 loss_mask: 0.223 loss_rpn_cls: 0.031 loss_rpn_loc: 0.069 time: 2.0234 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [04/30 13:32:39] d2.utils.events INFO: eta: 5 days, 12:11:26 iter: 34479 total_loss: 2.201 loss_cls_stage0: 0.200 loss_box_reg_stage0: 0.250 loss_cls_stage1: 0.190 loss_box_reg_stage1: 0.459 loss_cls_stage2: 0.188 loss_box_reg_stage2: 0.536 loss_mask: 0.236 loss_rpn_cls: 0.038 loss_rpn_loc: 0.086 time: 2.0234 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [04/30 13:33:20] d2.utils.events INFO: eta: 5 days, 12:10:45 iter: 34499 total_loss: 2.002 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.176 loss_box_reg_stage1: 0.427 loss_cls_stage2: 0.176 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d2.utils.events INFO: eta: 5 days, 11:18:58 iter: 37179 total_loss: 1.822 loss_cls_stage0: 0.162 loss_box_reg_stage0: 0.211 loss_cls_stage1: 0.159 loss_box_reg_stage1: 0.365 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.455 loss_mask: 0.225 loss_rpn_cls: 0.032 loss_rpn_loc: 0.073 time: 2.0238 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [04/30 15:04:48] d2.utils.events INFO: eta: 5 days, 11:17:18 iter: 37199 total_loss: 1.982 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.230 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.422 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.520 loss_mask: 0.232 loss_rpn_cls: 0.028 loss_rpn_loc: 0.075 time: 2.0238 data_time: 0.0053 lr: 0.020000 max_mem: 21967M [04/30 15:05:28] d2.utils.events INFO: eta: 5 days, 11:13:22 iter: 37219 total_loss: 1.901 loss_cls_stage0: 0.179 loss_box_reg_stage0: 0.213 loss_cls_stage1: 0.184 loss_box_reg_stage1: 0.380 loss_cls_stage2: 0.179 loss_box_reg_stage2: 0.474 loss_mask: 0.221 loss_rpn_cls: 0.030 loss_rpn_loc: 0.070 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max_mem: 21967M [04/30 22:18:02] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0049999.pth [04/30 22:18:03] d2.utils.events INFO: eta: 5 days, 3:36:35 iter: 49999 total_loss: 1.941 loss_cls_stage0: 0.162 loss_box_reg_stage0: 0.217 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.411 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.491 loss_mask: 0.223 loss_rpn_cls: 0.028 loss_rpn_loc: 0.063 time: 2.0248 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [04/30 22:18:44] d2.utils.events INFO: eta: 5 days, 3:38:57 iter: 50019 total_loss: 1.984 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.210 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.421 loss_cls_stage2: 0.185 loss_box_reg_stage2: 0.470 loss_mask: 0.224 loss_rpn_cls: 0.028 loss_rpn_loc: 0.061 time: 2.0248 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [04/30 22:19:25] d2.utils.events INFO: eta: 5 days, 3:34:35 iter: 50039 total_loss: 1.931 loss_cls_stage0: 0.185 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.181 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d2.utils.events INFO: eta: 4 days, 22:36:58 iter: 59579 total_loss: 1.958 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.411 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.488 loss_mask: 0.203 loss_rpn_cls: 0.031 loss_rpn_loc: 0.066 time: 2.0258 data_time: 0.0048 lr: 0.020000 max_mem: 21967M [05/01 03:43:30] d2.utils.events INFO: eta: 4 days, 22:39:46 iter: 59599 total_loss: 1.937 loss_cls_stage0: 0.169 loss_box_reg_stage0: 0.217 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.407 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.507 loss_mask: 0.219 loss_rpn_cls: 0.030 loss_rpn_loc: 0.074 time: 2.0258 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/01 03:44:11] d2.utils.events INFO: eta: 4 days, 22:38:27 iter: 59619 total_loss: 2.003 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.431 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.486 loss_mask: 0.212 loss_rpn_cls: 0.028 loss_rpn_loc: 0.072 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d2.utils.events INFO: eta: 4 days, 19:22:56 iter: 64699 total_loss: 2.076 loss_cls_stage0: 0.177 loss_box_reg_stage0: 0.230 loss_cls_stage1: 0.173 loss_box_reg_stage1: 0.426 loss_cls_stage2: 0.174 loss_box_reg_stage2: 0.509 loss_mask: 0.215 loss_rpn_cls: 0.034 loss_rpn_loc: 0.070 time: 2.0259 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/01 06:36:47] d2.utils.events INFO: eta: 4 days, 19:25:17 iter: 64719 total_loss: 1.795 loss_cls_stage0: 0.155 loss_box_reg_stage0: 0.205 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.377 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.461 loss_mask: 0.217 loss_rpn_cls: 0.025 loss_rpn_loc: 0.058 time: 2.0259 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 06:37:29] d2.utils.events INFO: eta: 4 days, 19:28:27 iter: 64739 total_loss: 2.113 loss_cls_stage0: 0.201 loss_box_reg_stage0: 0.249 loss_cls_stage1: 0.191 loss_box_reg_stage1: 0.453 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.537 loss_mask: 0.234 loss_rpn_cls: 0.037 loss_rpn_loc: 0.074 time: 2.0260 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 06:38:09] d2.utils.events INFO: eta: 4 days, 19:27:47 iter: 64759 total_loss: 2.093 loss_cls_stage0: 0.180 loss_box_reg_stage0: 0.253 loss_cls_stage1: 0.175 loss_box_reg_stage1: 0.457 loss_cls_stage2: 0.179 loss_box_reg_stage2: 0.535 loss_mask: 0.231 loss_rpn_cls: 0.030 loss_rpn_loc: 0.061 time: 2.0259 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 06:38:49] d2.utils.events INFO: eta: 4 days, 19:24:23 iter: 64779 total_loss: 2.013 loss_cls_stage0: 0.181 loss_box_reg_stage0: 0.236 loss_cls_stage1: 0.177 loss_box_reg_stage1: 0.410 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.491 loss_mask: 0.217 loss_rpn_cls: 0.032 loss_rpn_loc: 0.065 time: 2.0259 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 06:39:29] d2.utils.events INFO: eta: 4 days, 19:24:30 iter: 64799 total_loss: 1.652 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.170 loss_cls_stage1: 0.155 loss_box_reg_stage1: 0.322 loss_cls_stage2: 0.158 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d2.utils.events INFO: eta: 4 days, 16:25:50 iter: 69819 total_loss: 2.030 loss_cls_stage0: 0.176 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.183 loss_box_reg_stage1: 0.407 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.471 loss_mask: 0.208 loss_rpn_cls: 0.037 loss_rpn_loc: 0.073 time: 2.0264 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/01 09:30:27] d2.utils.events INFO: eta: 4 days, 16:27:02 iter: 69839 total_loss: 1.985 loss_cls_stage0: 0.181 loss_box_reg_stage0: 0.227 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.417 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.495 loss_mask: 0.222 loss_rpn_cls: 0.035 loss_rpn_loc: 0.078 time: 2.0264 data_time: 0.0048 lr: 0.020000 max_mem: 21967M [05/01 09:31:08] d2.utils.events INFO: eta: 4 days, 16:27:06 iter: 69859 total_loss: 2.181 loss_cls_stage0: 0.200 loss_box_reg_stage0: 0.247 loss_cls_stage1: 0.198 loss_box_reg_stage1: 0.463 loss_cls_stage2: 0.190 loss_box_reg_stage2: 0.569 loss_mask: 0.218 loss_rpn_cls: 0.031 loss_rpn_loc: 0.082 time: 2.0264 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [05/01 09:31:49] d2.utils.events INFO: eta: 4 days, 16:30:56 iter: 69879 total_loss: 1.976 loss_cls_stage0: 0.169 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.433 loss_cls_stage2: 0.169 loss_box_reg_stage2: 0.511 loss_mask: 0.215 loss_rpn_cls: 0.031 loss_rpn_loc: 0.068 time: 2.0264 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 09:32:30] d2.utils.events INFO: eta: 4 days, 16:26:59 iter: 69899 total_loss: 2.075 loss_cls_stage0: 0.173 loss_box_reg_stage0: 0.246 loss_cls_stage1: 0.178 loss_box_reg_stage1: 0.450 loss_cls_stage2: 0.169 loss_box_reg_stage2: 0.561 loss_mask: 0.221 loss_rpn_cls: 0.032 loss_rpn_loc: 0.085 time: 2.0264 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [05/01 09:33:10] d2.utils.events INFO: eta: 4 days, 16:29:35 iter: 69919 total_loss: 1.952 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.408 loss_cls_stage2: 0.166 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d2.utils.events INFO: eta: 4 days, 15:16:34 iter: 71819 total_loss: 1.986 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.223 loss_cls_stage1: 0.180 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.175 loss_box_reg_stage2: 0.501 loss_mask: 0.213 loss_rpn_cls: 0.034 loss_rpn_loc: 0.074 time: 2.0265 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/01 10:38:15] d2.utils.events INFO: eta: 4 days, 15:14:28 iter: 71839 total_loss: 2.085 loss_cls_stage0: 0.169 loss_box_reg_stage0: 0.245 loss_cls_stage1: 0.171 loss_box_reg_stage1: 0.443 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.524 loss_mask: 0.217 loss_rpn_cls: 0.031 loss_rpn_loc: 0.066 time: 2.0265 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 10:38:56] d2.utils.events INFO: eta: 4 days, 15:13:48 iter: 71859 total_loss: 1.982 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.227 loss_cls_stage1: 0.173 loss_box_reg_stage1: 0.419 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.493 loss_mask: 0.224 loss_rpn_cls: 0.030 loss_rpn_loc: 0.078 time: 2.0265 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 10:39:36] d2.utils.events INFO: eta: 4 days, 15:10:16 iter: 71879 total_loss: 1.930 loss_cls_stage0: 0.168 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.379 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.484 loss_mask: 0.221 loss_rpn_cls: 0.032 loss_rpn_loc: 0.069 time: 2.0265 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [05/01 10:40:17] d2.utils.events INFO: eta: 4 days, 15:11:45 iter: 71899 total_loss: 2.117 loss_cls_stage0: 0.186 loss_box_reg_stage0: 0.241 loss_cls_stage1: 0.181 loss_box_reg_stage1: 0.440 loss_cls_stage2: 0.183 loss_box_reg_stage2: 0.496 loss_mask: 0.229 loss_rpn_cls: 0.035 loss_rpn_loc: 0.081 time: 2.0265 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 10:40:58] d2.utils.events INFO: eta: 4 days, 15:12:16 iter: 71919 total_loss: 1.859 loss_cls_stage0: 0.163 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.385 loss_cls_stage2: 0.164 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time: 2.0267 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 12:25:21] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0074999.pth [05/01 12:25:23] d2.utils.events INFO: eta: 4 days, 13:35:00 iter: 74999 total_loss: 1.858 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.205 loss_cls_stage1: 0.151 loss_box_reg_stage1: 0.388 loss_cls_stage2: 0.157 loss_box_reg_stage2: 0.464 loss_mask: 0.223 loss_rpn_cls: 0.027 loss_rpn_loc: 0.062 time: 2.0267 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/01 12:26:04] d2.utils.events INFO: eta: 4 days, 13:37:20 iter: 75019 total_loss: 2.036 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.230 loss_cls_stage1: 0.167 loss_box_reg_stage1: 0.438 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.486 loss_mask: 0.216 loss_rpn_cls: 0.028 loss_rpn_loc: 0.071 time: 2.0267 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [05/01 12:26:46] d2.utils.events INFO: eta: 4 days, 13:40:33 iter: 75039 total_loss: 1.941 loss_cls_stage0: 0.159 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d2.utils.events INFO: eta: 4 days, 13:28:59 iter: 75379 total_loss: 2.172 loss_cls_stage0: 0.210 loss_box_reg_stage0: 0.249 loss_cls_stage1: 0.212 loss_box_reg_stage1: 0.431 loss_cls_stage2: 0.205 loss_box_reg_stage2: 0.485 loss_mask: 0.233 loss_rpn_cls: 0.041 loss_rpn_loc: 0.079 time: 2.0267 data_time: 0.0053 lr: 0.020000 max_mem: 21967M [05/01 12:38:57] d2.utils.events INFO: eta: 4 days, 13:31:16 iter: 75399 total_loss: 2.053 loss_cls_stage0: 0.204 loss_box_reg_stage0: 0.236 loss_cls_stage1: 0.212 loss_box_reg_stage1: 0.424 loss_cls_stage2: 0.192 loss_box_reg_stage2: 0.487 loss_mask: 0.234 loss_rpn_cls: 0.038 loss_rpn_loc: 0.081 time: 2.0267 data_time: 0.0053 lr: 0.020000 max_mem: 21967M [05/01 12:39:38] d2.utils.events INFO: eta: 4 days, 13:33:45 iter: 75419 total_loss: 2.228 loss_cls_stage0: 0.215 loss_box_reg_stage0: 0.245 loss_cls_stage1: 0.208 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.205 loss_box_reg_stage2: 0.495 loss_mask: 0.236 loss_rpn_cls: 0.041 loss_rpn_loc: 0.077 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d2.utils.events INFO: eta: 4 days, 11:34:30 iter: 79279 total_loss: 2.105 loss_cls_stage0: 0.189 loss_box_reg_stage0: 0.240 loss_cls_stage1: 0.191 loss_box_reg_stage1: 0.445 loss_cls_stage2: 0.188 loss_box_reg_stage2: 0.521 loss_mask: 0.209 loss_rpn_cls: 0.031 loss_rpn_loc: 0.067 time: 2.0270 data_time: 0.0054 lr: 0.020000 max_mem: 21967M [05/01 14:51:15] d2.utils.events INFO: eta: 4 days, 11:31:16 iter: 79299 total_loss: 2.040 loss_cls_stage0: 0.180 loss_box_reg_stage0: 0.226 loss_cls_stage1: 0.178 loss_box_reg_stage1: 0.426 loss_cls_stage2: 0.177 loss_box_reg_stage2: 0.511 loss_mask: 0.225 loss_rpn_cls: 0.034 loss_rpn_loc: 0.074 time: 2.0270 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 14:51:56] d2.utils.events INFO: eta: 4 days, 11:31:15 iter: 79319 total_loss: 1.917 loss_cls_stage0: 0.166 loss_box_reg_stage0: 0.223 loss_cls_stage1: 0.159 loss_box_reg_stage1: 0.397 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.470 loss_mask: 0.215 loss_rpn_cls: 0.032 loss_rpn_loc: 0.067 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d2.utils.events INFO: eta: 4 days, 7:39:17 iter: 85959 total_loss: 1.988 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.226 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.408 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.485 loss_mask: 0.211 loss_rpn_cls: 0.027 loss_rpn_loc: 0.077 time: 2.0274 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 18:37:53] d2.utils.events INFO: eta: 4 days, 7:36:05 iter: 85979 total_loss: 2.032 loss_cls_stage0: 0.178 loss_box_reg_stage0: 0.226 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.514 loss_mask: 0.217 loss_rpn_cls: 0.038 loss_rpn_loc: 0.073 time: 2.0274 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 18:38:34] d2.utils.events INFO: eta: 4 days, 7:35:25 iter: 85999 total_loss: 2.093 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.238 loss_cls_stage1: 0.173 loss_box_reg_stage1: 0.441 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.513 loss_mask: 0.226 loss_rpn_cls: 0.043 loss_rpn_loc: 0.087 time: 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d2.utils.events INFO: eta: 4 days, 7:08:53 iter: 87019 total_loss: 2.035 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.228 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.423 loss_cls_stage2: 0.177 loss_box_reg_stage2: 0.506 loss_mask: 0.217 loss_rpn_cls: 0.033 loss_rpn_loc: 0.062 time: 2.0275 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 19:13:52] d2.utils.events INFO: eta: 4 days, 7:08:49 iter: 87039 total_loss: 1.979 loss_cls_stage0: 0.183 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.404 loss_cls_stage2: 0.173 loss_box_reg_stage2: 0.490 loss_mask: 0.220 loss_rpn_cls: 0.030 loss_rpn_loc: 0.069 time: 2.0275 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 19:14:33] d2.utils.events INFO: eta: 4 days, 7:08:08 iter: 87059 total_loss: 2.122 loss_cls_stage0: 0.178 loss_box_reg_stage0: 0.243 loss_cls_stage1: 0.169 loss_box_reg_stage1: 0.463 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.523 loss_mask: 0.215 loss_rpn_cls: 0.033 loss_rpn_loc: 0.070 time: 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d2.utils.events INFO: eta: 4 days, 4:27:11 iter: 91979 total_loss: 1.994 loss_cls_stage0: 0.181 loss_box_reg_stage0: 0.241 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.423 loss_cls_stage2: 0.177 loss_box_reg_stage2: 0.504 loss_mask: 0.227 loss_rpn_cls: 0.028 loss_rpn_loc: 0.065 time: 2.0278 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 22:02:16] d2.utils.events INFO: eta: 4 days, 4:22:56 iter: 91999 total_loss: 1.994 loss_cls_stage0: 0.163 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.436 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.521 loss_mask: 0.211 loss_rpn_cls: 0.024 loss_rpn_loc: 0.065 time: 2.0278 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/01 22:02:57] d2.utils.events INFO: eta: 4 days, 4:21:09 iter: 92019 total_loss: 1.969 loss_cls_stage0: 0.159 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.161 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.498 loss_mask: 0.220 loss_rpn_cls: 0.033 loss_rpn_loc: 0.081 time: 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0.219 loss_rpn_cls: 0.032 loss_rpn_loc: 0.079 time: 2.0280 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 23:44:05] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0094999.pth [05/01 23:44:06] d2.utils.events INFO: eta: 4 days, 2:16:25 iter: 94999 total_loss: 2.055 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.223 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.410 loss_cls_stage2: 0.178 loss_box_reg_stage2: 0.487 loss_mask: 0.212 loss_rpn_cls: 0.028 loss_rpn_loc: 0.062 time: 2.0280 data_time: 0.0052 lr: 0.020000 max_mem: 21967M [05/01 23:44:47] d2.utils.events INFO: eta: 4 days, 2:12:26 iter: 95019 total_loss: 1.901 loss_cls_stage0: 0.157 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.154 loss_box_reg_stage1: 0.414 loss_cls_stage2: 0.152 loss_box_reg_stage2: 0.481 loss_mask: 0.220 loss_rpn_cls: 0.026 loss_rpn_loc: 0.069 time: 2.0280 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/01 23:45:27] d2.utils.events INFO: eta: 4 days, 2:08:02 iter: 95039 total_loss: 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08:17:11] d2.utils.events INFO: eta: 3 days, 18:14:53 iter: 110099 total_loss: 1.911 loss_cls_stage0: 0.151 loss_box_reg_stage0: 0.209 loss_cls_stage1: 0.149 loss_box_reg_stage1: 0.413 loss_cls_stage2: 0.157 loss_box_reg_stage2: 0.505 loss_mask: 0.211 loss_rpn_cls: 0.031 loss_rpn_loc: 0.066 time: 2.0290 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/02 08:17:52] d2.utils.events INFO: eta: 3 days, 18:15:31 iter: 110119 total_loss: 2.069 loss_cls_stage0: 0.171 loss_box_reg_stage0: 0.223 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.440 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.512 loss_mask: 0.211 loss_rpn_cls: 0.030 loss_rpn_loc: 0.073 time: 2.0291 data_time: 0.0051 lr: 0.020000 max_mem: 21967M [05/02 08:18:32] d2.utils.events INFO: eta: 3 days, 18:11:18 iter: 110139 total_loss: 1.954 loss_cls_stage0: 0.155 loss_box_reg_stage0: 0.212 loss_cls_stage1: 0.150 loss_box_reg_stage1: 0.416 loss_cls_stage2: 0.154 loss_box_reg_stage2: 0.500 loss_mask: 0.208 loss_rpn_cls: 0.025 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eta: 3 days, 15:07:56 iter: 114819 total_loss: 2.012 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.183 loss_box_reg_stage1: 0.418 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.485 loss_mask: 0.218 loss_rpn_cls: 0.033 loss_rpn_loc: 0.071 time: 2.0293 data_time: 0.0049 lr: 0.020000 max_mem: 21967M [05/02 10:58:18] d2.utils.events INFO: eta: 3 days, 15:09:17 iter: 114839 total_loss: 1.912 loss_cls_stage0: 0.142 loss_box_reg_stage0: 0.206 loss_cls_stage1: 0.143 loss_box_reg_stage1: 0.391 loss_cls_stage2: 0.154 loss_box_reg_stage2: 0.504 loss_mask: 0.206 loss_rpn_cls: 0.026 loss_rpn_loc: 0.067 time: 2.0294 data_time: 0.0050 lr: 0.020000 max_mem: 21967M [05/02 10:58:59] d2.utils.events INFO: eta: 3 days, 15:08:37 iter: 114859 total_loss: 1.831 loss_cls_stage0: 0.159 loss_box_reg_stage0: 0.194 loss_cls_stage1: 0.155 loss_box_reg_stage1: 0.383 loss_cls_stage2: 0.154 loss_box_reg_stage2: 0.489 loss_mask: 0.212 loss_rpn_cls: 0.027 loss_rpn_loc: 0.084 time: 2.0294 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d2.utils.events INFO: eta: 3 days, 8:31:09 iter: 126919 total_loss: 1.890 loss_cls_stage0: 0.161 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.156 loss_box_reg_stage1: 0.397 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.476 loss_mask: 0.209 loss_rpn_cls: 0.028 loss_rpn_loc: 0.065 time: 2.0301 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/02 17:49:52] d2.utils.events INFO: eta: 3 days, 8:30:29 iter: 126939 total_loss: 1.850 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.202 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.391 loss_cls_stage2: 0.160 loss_box_reg_stage2: 0.477 loss_mask: 0.208 loss_rpn_cls: 0.031 loss_rpn_loc: 0.055 time: 2.0301 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 17:50:32] d2.utils.events INFO: eta: 3 days, 8:29:34 iter: 126959 total_loss: 2.003 loss_cls_stage0: 0.162 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.405 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.492 loss_mask: 0.208 loss_rpn_cls: 0.027 loss_rpn_loc: 0.067 time: 2.0301 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/02 17:51:12] d2.utils.events INFO: eta: 3 days, 8:27:00 iter: 126979 total_loss: 1.813 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.198 loss_cls_stage1: 0.161 loss_box_reg_stage1: 0.384 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.466 loss_mask: 0.204 loss_rpn_cls: 0.024 loss_rpn_loc: 0.060 time: 2.0301 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 17:51:53] d2.utils.events INFO: eta: 3 days, 8:28:03 iter: 126999 total_loss: 1.897 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.398 loss_cls_stage2: 0.165 loss_box_reg_stage2: 0.487 loss_mask: 0.210 loss_rpn_cls: 0.024 loss_rpn_loc: 0.063 time: 2.0301 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/02 17:52:34] d2.utils.events INFO: eta: 3 days, 8:27:22 iter: 127019 total_loss: 1.919 loss_cls_stage0: 0.157 loss_box_reg_stage0: 0.213 loss_cls_stage1: 0.168 loss_box_reg_stage1: 0.430 loss_cls_stage2: 0.166 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d2.utils.events INFO: eta: 3 days, 8:04:03 iter: 127699 total_loss: 1.929 loss_cls_stage0: 0.158 loss_box_reg_stage0: 0.222 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.435 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.533 loss_mask: 0.215 loss_rpn_cls: 0.025 loss_rpn_loc: 0.064 time: 2.0302 data_time: 0.0048 lr: 0.020000 max_mem: 22492M [05/02 18:16:24] d2.utils.events INFO: eta: 3 days, 8:06:23 iter: 127719 total_loss: 2.094 loss_cls_stage0: 0.182 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.184 loss_box_reg_stage1: 0.437 loss_cls_stage2: 0.182 loss_box_reg_stage2: 0.525 loss_mask: 0.213 loss_rpn_cls: 0.029 loss_rpn_loc: 0.067 time: 2.0302 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 18:17:05] d2.utils.events INFO: eta: 3 days, 8:05:20 iter: 127739 total_loss: 1.885 loss_cls_stage0: 0.156 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.154 loss_box_reg_stage1: 0.419 loss_cls_stage2: 0.151 loss_box_reg_stage2: 0.497 loss_mask: 0.207 loss_rpn_cls: 0.026 loss_rpn_loc: 0.057 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d2.utils.events INFO: eta: 3 days, 7:12:50 iter: 129259 total_loss: 2.070 loss_cls_stage0: 0.183 loss_box_reg_stage0: 0.231 loss_cls_stage1: 0.185 loss_box_reg_stage1: 0.442 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.513 loss_mask: 0.222 loss_rpn_cls: 0.026 loss_rpn_loc: 0.060 time: 2.0303 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/02 19:09:26] d2.utils.events INFO: eta: 3 days, 7:11:14 iter: 129279 total_loss: 1.796 loss_cls_stage0: 0.144 loss_box_reg_stage0: 0.201 loss_cls_stage1: 0.142 loss_box_reg_stage1: 0.377 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.479 loss_mask: 0.211 loss_rpn_cls: 0.029 loss_rpn_loc: 0.067 time: 2.0303 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/02 19:10:07] d2.utils.events INFO: eta: 3 days, 7:10:34 iter: 129299 total_loss: 1.876 loss_cls_stage0: 0.149 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.399 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.495 loss_mask: 0.208 loss_rpn_cls: 0.025 loss_rpn_loc: 0.069 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d2.utils.events INFO: eta: 3 days, 6:42:29 iter: 130479 total_loss: 1.884 loss_cls_stage0: 0.162 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.404 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.512 loss_mask: 0.211 loss_rpn_cls: 0.030 loss_rpn_loc: 0.067 time: 2.0304 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/02 19:51:02] d2.utils.events INFO: eta: 3 days, 6:41:49 iter: 130499 total_loss: 2.037 loss_cls_stage0: 0.176 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.175 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.175 loss_box_reg_stage2: 0.525 loss_mask: 0.226 loss_rpn_cls: 0.033 loss_rpn_loc: 0.073 time: 2.0304 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/02 19:51:42] d2.utils.events INFO: eta: 3 days, 6:41:18 iter: 130519 total_loss: 1.728 loss_cls_stage0: 0.140 loss_box_reg_stage0: 0.196 loss_cls_stage1: 0.140 loss_box_reg_stage1: 0.368 loss_cls_stage2: 0.146 loss_box_reg_stage2: 0.456 loss_mask: 0.206 loss_rpn_cls: 0.025 loss_rpn_loc: 0.067 time: 2.0304 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/02 19:52:23] d2.utils.events INFO: eta: 3 days, 6:39:34 iter: 130539 total_loss: 1.948 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.231 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.421 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.494 loss_mask: 0.217 loss_rpn_cls: 0.025 loss_rpn_loc: 0.071 time: 2.0304 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/02 19:53:05] d2.utils.events INFO: eta: 3 days, 6:40:42 iter: 130559 total_loss: 1.991 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.169 loss_box_reg_stage1: 0.416 loss_cls_stage2: 0.173 loss_box_reg_stage2: 0.493 loss_mask: 0.208 loss_rpn_cls: 0.025 loss_rpn_loc: 0.061 time: 2.0304 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/02 19:53:45] d2.utils.events INFO: eta: 3 days, 6:39:36 iter: 130579 total_loss: 2.081 loss_cls_stage0: 0.184 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.182 loss_box_reg_stage1: 0.433 loss_cls_stage2: 0.183 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d2.utils.events INFO: eta: 3 days, 6:09:17 iter: 131259 total_loss: 1.791 loss_cls_stage0: 0.151 loss_box_reg_stage0: 0.195 loss_cls_stage1: 0.148 loss_box_reg_stage1: 0.389 loss_cls_stage2: 0.151 loss_box_reg_stage2: 0.480 loss_mask: 0.205 loss_rpn_cls: 0.027 loss_rpn_loc: 0.071 time: 2.0304 data_time: 0.0048 lr: 0.020000 max_mem: 22492M [05/02 20:17:34] d2.utils.events INFO: eta: 3 days, 6:09:33 iter: 131279 total_loss: 2.061 loss_cls_stage0: 0.170 loss_box_reg_stage0: 0.230 loss_cls_stage1: 0.166 loss_box_reg_stage1: 0.421 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.510 loss_mask: 0.219 loss_rpn_cls: 0.030 loss_rpn_loc: 0.073 time: 2.0304 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 20:18:15] d2.utils.events INFO: eta: 3 days, 6:08:53 iter: 131299 total_loss: 1.861 loss_cls_stage0: 0.160 loss_box_reg_stage0: 0.210 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.393 loss_cls_stage2: 0.165 loss_box_reg_stage2: 0.480 loss_mask: 0.213 loss_rpn_cls: 0.030 loss_rpn_loc: 0.074 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d2.utils.events INFO: eta: 3 days, 4:34:24 iter: 134379 total_loss: 1.954 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.417 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.500 loss_mask: 0.212 loss_rpn_cls: 0.033 loss_rpn_loc: 0.067 time: 2.0306 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 22:03:46] d2.utils.events INFO: eta: 3 days, 4:34:48 iter: 134399 total_loss: 2.043 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.433 loss_cls_stage2: 0.169 loss_box_reg_stage2: 0.519 loss_mask: 0.212 loss_rpn_cls: 0.029 loss_rpn_loc: 0.076 time: 2.0306 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/02 22:04:28] d2.utils.events INFO: eta: 3 days, 4:34:23 iter: 134419 total_loss: 1.894 loss_cls_stage0: 0.149 loss_box_reg_stage0: 0.204 loss_cls_stage1: 0.145 loss_box_reg_stage1: 0.388 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.498 loss_mask: 0.207 loss_rpn_cls: 0.029 loss_rpn_loc: 0.063 time: 2.0306 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 22:05:08] d2.utils.events INFO: eta: 3 days, 4:32:22 iter: 134439 total_loss: 1.804 loss_cls_stage0: 0.157 loss_box_reg_stage0: 0.209 loss_cls_stage1: 0.154 loss_box_reg_stage1: 0.382 loss_cls_stage2: 0.141 loss_box_reg_stage2: 0.447 loss_mask: 0.208 loss_rpn_cls: 0.025 loss_rpn_loc: 0.067 time: 2.0306 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/02 22:05:48] d2.utils.events INFO: eta: 3 days, 4:32:06 iter: 134459 total_loss: 1.963 loss_cls_stage0: 0.161 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.434 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.524 loss_mask: 0.219 loss_rpn_cls: 0.025 loss_rpn_loc: 0.074 time: 2.0306 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/02 22:06:29] d2.utils.events INFO: eta: 3 days, 4:32:01 iter: 134479 total_loss: 1.805 loss_cls_stage0: 0.150 loss_box_reg_stage0: 0.196 loss_cls_stage1: 0.146 loss_box_reg_stage1: 0.388 loss_cls_stage2: 0.143 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eta: 3 days, 4:17:05 iter: 134879 total_loss: 1.948 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.166 loss_box_reg_stage1: 0.414 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.491 loss_mask: 0.205 loss_rpn_cls: 0.035 loss_rpn_loc: 0.082 time: 2.0307 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 22:20:50] d2.utils.events INFO: eta: 3 days, 4:15:11 iter: 134899 total_loss: 1.965 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.166 loss_box_reg_stage2: 0.490 loss_mask: 0.210 loss_rpn_cls: 0.031 loss_rpn_loc: 0.077 time: 2.0307 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/02 22:21:31] d2.utils.events INFO: eta: 3 days, 4:14:53 iter: 134919 total_loss: 1.949 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.171 loss_box_reg_stage1: 0.410 loss_cls_stage2: 0.171 loss_box_reg_stage2: 0.499 loss_mask: 0.215 loss_rpn_cls: 0.028 loss_rpn_loc: 0.061 time: 2.0307 data_time: 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time: 2.0307 data_time: 0.0046 lr: 0.020000 max_mem: 22492M [05/02 22:46:44] d2.utils.events INFO: eta: 3 days, 3:51:02 iter: 135659 total_loss: 1.961 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.224 loss_cls_stage1: 0.162 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.150 loss_box_reg_stage2: 0.496 loss_mask: 0.215 loss_rpn_cls: 0.030 loss_rpn_loc: 0.076 time: 2.0307 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/02 22:47:25] d2.utils.events INFO: eta: 3 days, 3:49:31 iter: 135679 total_loss: 1.927 loss_cls_stage0: 0.163 loss_box_reg_stage0: 0.213 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.503 loss_mask: 0.205 loss_rpn_cls: 0.030 loss_rpn_loc: 0.067 time: 2.0307 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/02 22:48:06] d2.utils.events INFO: eta: 3 days, 3:48:36 iter: 135699 total_loss: 2.003 loss_cls_stage0: 0.171 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.434 loss_cls_stage2: 0.175 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d2.utils.events INFO: eta: 3 days, 2:17:16 iter: 137939 total_loss: 2.041 loss_cls_stage0: 0.185 loss_box_reg_stage0: 0.227 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.445 loss_cls_stage2: 0.182 loss_box_reg_stage2: 0.526 loss_mask: 0.218 loss_rpn_cls: 0.025 loss_rpn_loc: 0.073 time: 2.0309 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 00:05:00] d2.utils.events INFO: eta: 3 days, 2:16:03 iter: 137959 total_loss: 2.046 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.228 loss_cls_stage1: 0.175 loss_box_reg_stage1: 0.418 loss_cls_stage2: 0.173 loss_box_reg_stage2: 0.506 loss_mask: 0.217 loss_rpn_cls: 0.029 loss_rpn_loc: 0.070 time: 2.0309 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 00:05:42] d2.utils.events INFO: eta: 3 days, 2:15:23 iter: 137979 total_loss: 1.965 loss_cls_stage0: 0.176 loss_box_reg_stage0: 0.219 loss_cls_stage1: 0.171 loss_box_reg_stage1: 0.395 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.503 loss_mask: 0.213 loss_rpn_cls: 0.029 loss_rpn_loc: 0.070 time: 2.0309 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/03 00:06:22] d2.utils.events INFO: eta: 3 days, 2:14:03 iter: 137999 total_loss: 1.715 loss_cls_stage0: 0.159 loss_box_reg_stage0: 0.192 loss_cls_stage1: 0.156 loss_box_reg_stage1: 0.369 loss_cls_stage2: 0.152 loss_box_reg_stage2: 0.460 loss_mask: 0.202 loss_rpn_cls: 0.025 loss_rpn_loc: 0.053 time: 2.0309 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/03 00:07:03] d2.utils.events INFO: eta: 3 days, 2:10:31 iter: 138019 total_loss: 2.057 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.212 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.169 loss_box_reg_stage2: 0.489 loss_mask: 0.217 loss_rpn_cls: 0.027 loss_rpn_loc: 0.058 time: 2.0309 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 00:07:44] d2.utils.events INFO: eta: 3 days, 2:10:08 iter: 138039 total_loss: 1.879 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.216 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.398 loss_cls_stage2: 0.159 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eta: 3 days, 2:07:02 iter: 138439 total_loss: 2.040 loss_cls_stage0: 0.177 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.175 loss_box_reg_stage1: 0.443 loss_cls_stage2: 0.183 loss_box_reg_stage2: 0.525 loss_mask: 0.219 loss_rpn_cls: 0.031 loss_rpn_loc: 0.064 time: 2.0309 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 00:22:03] d2.utils.events INFO: eta: 3 days, 2:04:33 iter: 138459 total_loss: 1.867 loss_cls_stage0: 0.161 loss_box_reg_stage0: 0.211 loss_cls_stage1: 0.155 loss_box_reg_stage1: 0.380 loss_cls_stage2: 0.158 loss_box_reg_stage2: 0.449 loss_mask: 0.213 loss_rpn_cls: 0.031 loss_rpn_loc: 0.075 time: 2.0309 data_time: 0.0056 lr: 0.020000 max_mem: 22492M [05/03 00:22:44] d2.utils.events INFO: eta: 3 days, 2:05:41 iter: 138479 total_loss: 1.996 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.226 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.428 loss_cls_stage2: 0.175 loss_box_reg_stage2: 0.508 loss_mask: 0.214 loss_rpn_cls: 0.031 loss_rpn_loc: 0.074 time: 2.0309 data_time: 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d2.utils.events INFO: eta: 3 days, 1:28:44 iter: 139499 total_loss: 1.920 loss_cls_stage0: 0.151 loss_box_reg_stage0: 0.204 loss_cls_stage1: 0.144 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.142 loss_box_reg_stage2: 0.522 loss_mask: 0.204 loss_rpn_cls: 0.026 loss_rpn_loc: 0.054 time: 2.0310 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 00:58:11] d2.utils.events INFO: eta: 3 days, 1:26:57 iter: 139519 total_loss: 1.878 loss_cls_stage0: 0.152 loss_box_reg_stage0: 0.190 loss_cls_stage1: 0.151 loss_box_reg_stage1: 0.400 loss_cls_stage2: 0.148 loss_box_reg_stage2: 0.508 loss_mask: 0.202 loss_rpn_cls: 0.029 loss_rpn_loc: 0.054 time: 2.0310 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/03 00:58:52] d2.utils.events INFO: eta: 3 days, 1:27:05 iter: 139539 total_loss: 1.951 loss_cls_stage0: 0.168 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.404 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.506 loss_mask: 0.204 loss_rpn_cls: 0.026 loss_rpn_loc: 0.067 time: 2.0310 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/03 00:59:32] d2.utils.events INFO: eta: 3 days, 1:24:28 iter: 139559 total_loss: 1.991 loss_cls_stage0: 0.158 loss_box_reg_stage0: 0.224 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.527 loss_mask: 0.218 loss_rpn_cls: 0.030 loss_rpn_loc: 0.065 time: 2.0310 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 01:00:13] d2.utils.events INFO: eta: 3 days, 1:25:10 iter: 139579 total_loss: 1.815 loss_cls_stage0: 0.153 loss_box_reg_stage0: 0.206 loss_cls_stage1: 0.152 loss_box_reg_stage1: 0.395 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.498 loss_mask: 0.208 loss_rpn_cls: 0.028 loss_rpn_loc: 0.062 time: 2.0310 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 01:00:54] d2.utils.events INFO: eta: 3 days, 1:25:09 iter: 139599 total_loss: 1.923 loss_cls_stage0: 0.152 loss_box_reg_stage0: 0.212 loss_cls_stage1: 0.157 loss_box_reg_stage1: 0.402 loss_cls_stage2: 0.152 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fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0139999.pth [05/03 01:14:33] d2.utils.events INFO: eta: 3 days, 1:12:07 iter: 139999 total_loss: 1.856 loss_cls_stage0: 0.144 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.144 loss_box_reg_stage1: 0.391 loss_cls_stage2: 0.140 loss_box_reg_stage2: 0.511 loss_mask: 0.213 loss_rpn_cls: 0.024 loss_rpn_loc: 0.063 time: 2.0310 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 01:15:13] d2.utils.events INFO: eta: 3 days, 1:10:04 iter: 140019 total_loss: 2.087 loss_cls_stage0: 0.171 loss_box_reg_stage0: 0.233 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.445 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.549 loss_mask: 0.214 loss_rpn_cls: 0.026 loss_rpn_loc: 0.066 time: 2.0310 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 01:15:54] d2.utils.events INFO: eta: 3 days, 1:09:22 iter: 140039 total_loss: 1.927 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.223 loss_cls_stage1: 0.169 loss_box_reg_stage1: 0.419 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d2.utils.events INFO: eta: 3 days, 0:57:47 iter: 140439 total_loss: 1.894 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.213 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.400 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.496 loss_mask: 0.211 loss_rpn_cls: 0.025 loss_rpn_loc: 0.062 time: 2.0311 data_time: 0.0047 lr: 0.020000 max_mem: 22492M [05/03 01:30:13] d2.utils.events INFO: eta: 3 days, 0:52:31 iter: 140459 total_loss: 1.866 loss_cls_stage0: 0.158 loss_box_reg_stage0: 0.202 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.393 loss_cls_stage2: 0.155 loss_box_reg_stage2: 0.457 loss_mask: 0.218 loss_rpn_cls: 0.023 loss_rpn_loc: 0.059 time: 2.0311 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 01:30:54] d2.utils.events INFO: eta: 3 days, 0:50:53 iter: 140479 total_loss: 1.911 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.157 loss_box_reg_stage1: 0.423 loss_cls_stage2: 0.160 loss_box_reg_stage2: 0.522 loss_mask: 0.207 loss_rpn_cls: 0.028 loss_rpn_loc: 0.061 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d2.utils.events INFO: eta: 3 days, 0:34:43 iter: 141219 total_loss: 1.922 loss_cls_stage0: 0.170 loss_box_reg_stage0: 0.213 loss_cls_stage1: 0.177 loss_box_reg_stage1: 0.416 loss_cls_stage2: 0.175 loss_box_reg_stage2: 0.499 loss_mask: 0.208 loss_rpn_cls: 0.024 loss_rpn_loc: 0.072 time: 2.0311 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/03 01:56:49] d2.utils.events INFO: eta: 3 days, 0:33:45 iter: 141239 total_loss: 1.911 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.209 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.403 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.484 loss_mask: 0.214 loss_rpn_cls: 0.028 loss_rpn_loc: 0.084 time: 2.0311 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/03 01:57:30] d2.utils.events INFO: eta: 3 days, 0:34:47 iter: 141259 total_loss: 1.844 loss_cls_stage0: 0.160 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.162 loss_box_reg_stage1: 0.397 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.503 loss_mask: 0.205 loss_rpn_cls: 0.027 loss_rpn_loc: 0.057 time: 2.0311 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 01:58:11] d2.utils.events INFO: eta: 3 days, 0:33:59 iter: 141279 total_loss: 1.848 loss_cls_stage0: 0.156 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.380 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.458 loss_mask: 0.201 loss_rpn_cls: 0.029 loss_rpn_loc: 0.066 time: 2.0311 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 01:58:52] d2.utils.events INFO: eta: 3 days, 0:33:18 iter: 141299 total_loss: 1.880 loss_cls_stage0: 0.152 loss_box_reg_stage0: 0.216 loss_cls_stage1: 0.148 loss_box_reg_stage1: 0.405 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.496 loss_mask: 0.217 loss_rpn_cls: 0.027 loss_rpn_loc: 0.077 time: 2.0311 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 01:59:33] d2.utils.events INFO: eta: 3 days, 0:31:20 iter: 141319 total_loss: 1.804 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.203 loss_cls_stage1: 0.151 loss_box_reg_stage1: 0.392 loss_cls_stage2: 0.159 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fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0144999.pth [05/03 04:04:46] d2.utils.events INFO: eta: 2 days, 22:20:57 iter: 144999 total_loss: 2.037 loss_cls_stage0: 0.194 loss_box_reg_stage0: 0.222 loss_cls_stage1: 0.198 loss_box_reg_stage1: 0.387 loss_cls_stage2: 0.187 loss_box_reg_stage2: 0.436 loss_mask: 0.235 loss_rpn_cls: 0.039 loss_rpn_loc: 0.077 time: 2.0313 data_time: 0.0048 lr: 0.020000 max_mem: 22492M [05/03 04:05:28] d2.utils.events INFO: eta: 2 days, 22:20:49 iter: 145019 total_loss: 2.243 loss_cls_stage0: 0.212 loss_box_reg_stage0: 0.248 loss_cls_stage1: 0.213 loss_box_reg_stage1: 0.452 loss_cls_stage2: 0.209 loss_box_reg_stage2: 0.527 loss_mask: 0.240 loss_rpn_cls: 0.038 loss_rpn_loc: 0.071 time: 2.0313 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/03 04:06:09] d2.utils.events INFO: eta: 2 days, 22:19:15 iter: 145039 total_loss: 2.054 loss_cls_stage0: 0.197 loss_box_reg_stage0: 0.224 loss_cls_stage1: 0.188 loss_box_reg_stage1: 0.383 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0.036 loss_rpn_loc: 0.074 time: 2.0317 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 06:55:10] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0149999.pth [05/03 06:55:12] d2.utils.events INFO: eta: 2 days, 19:42:16 iter: 149999 total_loss: 1.960 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.402 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.480 loss_mask: 0.209 loss_rpn_cls: 0.032 loss_rpn_loc: 0.064 time: 2.0317 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/03 06:55:52] d2.utils.events INFO: eta: 2 days, 19:40:41 iter: 150019 total_loss: 1.864 loss_cls_stage0: 0.165 loss_box_reg_stage0: 0.212 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.396 loss_cls_stage2: 0.166 loss_box_reg_stage2: 0.434 loss_mask: 0.221 loss_rpn_cls: 0.028 loss_rpn_loc: 0.068 time: 2.0317 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/03 06:56:33] d2.utils.events INFO: eta: 2 days, 19:38:27 iter: 150039 total_loss: 2.166 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06:58:36] d2.utils.events INFO: eta: 2 days, 19:36:25 iter: 150099 total_loss: 1.898 loss_cls_stage0: 0.162 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.161 loss_box_reg_stage1: 0.403 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.484 loss_mask: 0.213 loss_rpn_cls: 0.030 loss_rpn_loc: 0.071 time: 2.0317 data_time: 0.0048 lr: 0.020000 max_mem: 22492M [05/03 06:59:16] d2.utils.events INFO: eta: 2 days, 19:35:30 iter: 150119 total_loss: 1.929 loss_cls_stage0: 0.180 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.409 loss_cls_stage2: 0.175 loss_box_reg_stage2: 0.486 loss_mask: 0.224 loss_rpn_cls: 0.034 loss_rpn_loc: 0.067 time: 2.0317 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/03 06:59:57] d2.utils.events INFO: eta: 2 days, 19:35:28 iter: 150139 total_loss: 2.032 loss_cls_stage0: 0.195 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.192 loss_box_reg_stage1: 0.410 loss_cls_stage2: 0.184 loss_box_reg_stage2: 0.470 loss_mask: 0.224 loss_rpn_cls: 0.031 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d2.utils.events INFO: eta: 2 days, 9:35:55 iter: 167579 total_loss: 2.003 loss_cls_stage0: 0.177 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.434 loss_cls_stage2: 0.175 loss_box_reg_stage2: 0.530 loss_mask: 0.218 loss_rpn_cls: 0.033 loss_rpn_loc: 0.076 time: 2.0328 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 16:55:09] d2.utils.events INFO: eta: 2 days, 9:34:42 iter: 167599 total_loss: 1.825 loss_cls_stage0: 0.142 loss_box_reg_stage0: 0.210 loss_cls_stage1: 0.155 loss_box_reg_stage1: 0.411 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.468 loss_mask: 0.204 loss_rpn_cls: 0.031 loss_rpn_loc: 0.060 time: 2.0328 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/03 16:55:51] d2.utils.events INFO: eta: 2 days, 9:34:34 iter: 167619 total_loss: 2.012 loss_cls_stage0: 0.179 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.176 loss_box_reg_stage1: 0.414 loss_cls_stage2: 0.180 loss_box_reg_stage2: 0.495 loss_mask: 0.219 loss_rpn_cls: 0.031 loss_rpn_loc: 0.069 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d2.utils.events INFO: eta: 2 days, 9:13:42 iter: 168359 total_loss: 1.908 loss_cls_stage0: 0.168 loss_box_reg_stage0: 0.221 loss_cls_stage1: 0.179 loss_box_reg_stage1: 0.406 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.491 loss_mask: 0.210 loss_rpn_cls: 0.028 loss_rpn_loc: 0.069 time: 2.0328 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/03 17:21:45] d2.utils.events INFO: eta: 2 days, 9:12:57 iter: 168379 total_loss: 1.979 loss_cls_stage0: 0.176 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.174 loss_box_reg_stage2: 0.534 loss_mask: 0.214 loss_rpn_cls: 0.032 loss_rpn_loc: 0.067 time: 2.0328 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 17:22:26] d2.utils.events INFO: eta: 2 days, 9:11:52 iter: 168399 total_loss: 1.967 loss_cls_stage0: 0.161 loss_box_reg_stage0: 0.222 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.433 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.520 loss_mask: 0.207 loss_rpn_cls: 0.029 loss_rpn_loc: 0.082 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eta: 2 days, 8:31:05 iter: 169639 total_loss: 1.848 loss_cls_stage0: 0.159 loss_box_reg_stage0: 0.210 loss_cls_stage1: 0.151 loss_box_reg_stage1: 0.417 loss_cls_stage2: 0.157 loss_box_reg_stage2: 0.505 loss_mask: 0.195 loss_rpn_cls: 0.025 loss_rpn_loc: 0.062 time: 2.0329 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/03 18:05:21] d2.utils.events INFO: eta: 2 days, 8:30:29 iter: 169659 total_loss: 1.803 loss_cls_stage0: 0.147 loss_box_reg_stage0: 0.206 loss_cls_stage1: 0.146 loss_box_reg_stage1: 0.376 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.458 loss_mask: 0.203 loss_rpn_cls: 0.030 loss_rpn_loc: 0.068 time: 2.0329 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 18:06:02] d2.utils.events INFO: eta: 2 days, 8:27:00 iter: 169679 total_loss: 1.797 loss_cls_stage0: 0.146 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.138 loss_box_reg_stage1: 0.394 loss_cls_stage2: 0.138 loss_box_reg_stage2: 0.476 loss_mask: 0.199 loss_rpn_cls: 0.024 loss_rpn_loc: 0.062 time: 2.0329 data_time: 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d2.utils.events INFO: eta: 2 days, 8:22:20 iter: 169919 total_loss: 1.946 loss_cls_stage0: 0.153 loss_box_reg_stage0: 0.223 loss_cls_stage1: 0.150 loss_box_reg_stage1: 0.423 loss_cls_stage2: 0.150 loss_box_reg_stage2: 0.512 loss_mask: 0.208 loss_rpn_cls: 0.024 loss_rpn_loc: 0.062 time: 2.0329 data_time: 0.0047 lr: 0.020000 max_mem: 22492M [05/03 18:14:55] d2.utils.events INFO: eta: 2 days, 8:21:57 iter: 169939 total_loss: 2.022 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.162 loss_box_reg_stage1: 0.434 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.533 loss_mask: 0.211 loss_rpn_cls: 0.032 loss_rpn_loc: 0.073 time: 2.0329 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 18:15:36] d2.utils.events INFO: eta: 2 days, 8:20:57 iter: 169959 total_loss: 1.830 loss_cls_stage0: 0.153 loss_box_reg_stage0: 0.201 loss_cls_stage1: 0.151 loss_box_reg_stage1: 0.377 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.475 loss_mask: 0.210 loss_rpn_cls: 0.027 loss_rpn_loc: 0.066 time: 2.0329 data_time: 0.0054 lr: 0.020000 max_mem: 22492M [05/03 18:16:16] d2.utils.events INFO: eta: 2 days, 8:19:56 iter: 169979 total_loss: 2.004 loss_cls_stage0: 0.176 loss_box_reg_stage0: 0.230 loss_cls_stage1: 0.172 loss_box_reg_stage1: 0.424 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.512 loss_mask: 0.214 loss_rpn_cls: 0.030 loss_rpn_loc: 0.078 time: 2.0329 data_time: 0.0047 lr: 0.020000 max_mem: 22492M [05/03 18:16:57] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0169999.pth [05/03 18:16:58] d2.utils.events INFO: eta: 2 days, 8:20:14 iter: 169999 total_loss: 1.927 loss_cls_stage0: 0.163 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.167 loss_box_reg_stage1: 0.414 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.517 loss_mask: 0.199 loss_rpn_cls: 0.030 loss_rpn_loc: 0.074 time: 2.0329 data_time: 0.0053 lr: 0.020000 max_mem: 22492M [05/03 18:17:39] d2.utils.events INFO: eta: 2 days, 8:19:34 iter: 170019 total_loss: 1.770 loss_cls_stage0: 0.140 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d2.utils.events INFO: eta: 2 days, 4:21:49 iter: 177039 total_loss: 1.964 loss_cls_stage0: 0.160 loss_box_reg_stage0: 0.217 loss_cls_stage1: 0.156 loss_box_reg_stage1: 0.427 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.512 loss_mask: 0.206 loss_rpn_cls: 0.029 loss_rpn_loc: 0.068 time: 2.0333 data_time: 0.0052 lr: 0.020000 max_mem: 22492M [05/03 22:17:41] d2.utils.events INFO: eta: 2 days, 4:22:36 iter: 177059 total_loss: 1.953 loss_cls_stage0: 0.159 loss_box_reg_stage0: 0.217 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.418 loss_cls_stage2: 0.168 loss_box_reg_stage2: 0.501 loss_mask: 0.213 loss_rpn_cls: 0.027 loss_rpn_loc: 0.073 time: 2.0333 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/03 22:18:22] d2.utils.events INFO: eta: 2 days, 4:21:27 iter: 177079 total_loss: 1.972 loss_cls_stage0: 0.163 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.414 loss_cls_stage2: 0.174 loss_box_reg_stage2: 0.509 loss_mask: 0.210 loss_rpn_cls: 0.030 loss_rpn_loc: 0.074 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d2.utils.events INFO: eta: 2 days, 3:18:23 iter: 178599 total_loss: 1.964 loss_cls_stage0: 0.179 loss_box_reg_stage0: 0.212 loss_cls_stage1: 0.171 loss_box_reg_stage1: 0.405 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.484 loss_mask: 0.208 loss_rpn_cls: 0.026 loss_rpn_loc: 0.066 time: 2.0333 data_time: 0.0048 lr: 0.020000 max_mem: 22492M [05/03 23:10:46] d2.utils.events INFO: eta: 2 days, 3:18:39 iter: 178619 total_loss: 1.933 loss_cls_stage0: 0.166 loss_box_reg_stage0: 0.204 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.408 loss_cls_stage2: 0.154 loss_box_reg_stage2: 0.504 loss_mask: 0.218 loss_rpn_cls: 0.034 loss_rpn_loc: 0.065 time: 2.0333 data_time: 0.0049 lr: 0.020000 max_mem: 22492M [05/03 23:11:28] d2.utils.events INFO: eta: 2 days, 3:17:21 iter: 178639 total_loss: 1.763 loss_cls_stage0: 0.147 loss_box_reg_stage0: 0.209 loss_cls_stage1: 0.144 loss_box_reg_stage1: 0.377 loss_cls_stage2: 0.139 loss_box_reg_stage2: 0.448 loss_mask: 0.217 loss_rpn_cls: 0.029 loss_rpn_loc: 0.054 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fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0184999.pth [05/04 02:48:27] d2.utils.events INFO: eta: 2 days, 0:03:24 iter: 184999 total_loss: 1.853 loss_cls_stage0: 0.156 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.152 loss_box_reg_stage1: 0.400 loss_cls_stage2: 0.150 loss_box_reg_stage2: 0.483 loss_mask: 0.198 loss_rpn_cls: 0.021 loss_rpn_loc: 0.066 time: 2.0337 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/04 02:49:09] d2.utils.events INFO: eta: 2 days, 0:02:25 iter: 185019 total_loss: 1.943 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.210 loss_cls_stage1: 0.156 loss_box_reg_stage1: 0.405 loss_cls_stage2: 0.158 loss_box_reg_stage2: 0.482 loss_mask: 0.209 loss_rpn_cls: 0.026 loss_rpn_loc: 0.064 time: 2.0337 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/04 02:49:50] d2.utils.events INFO: eta: 2 days, 0:00:18 iter: 185039 total_loss: 1.971 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.215 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.426 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07:13:47] d2.utils.events INFO: eta: 19:45:31 iter: 234899 total_loss: 1.844 loss_cls_stage0: 0.142 loss_box_reg_stage0: 0.198 loss_cls_stage1: 0.139 loss_box_reg_stage1: 0.401 loss_cls_stage2: 0.140 loss_box_reg_stage2: 0.482 loss_mask: 0.198 loss_rpn_cls: 0.026 loss_rpn_loc: 0.059 time: 2.0366 data_time: 0.0051 lr: 0.020000 max_mem: 22492M [05/05 07:14:29] d2.utils.events INFO: eta: 19:45:01 iter: 234919 total_loss: 1.907 loss_cls_stage0: 0.155 loss_box_reg_stage0: 0.218 loss_cls_stage1: 0.150 loss_box_reg_stage1: 0.415 loss_cls_stage2: 0.147 loss_box_reg_stage2: 0.502 loss_mask: 0.212 loss_rpn_cls: 0.030 loss_rpn_loc: 0.070 time: 2.0366 data_time: 0.0050 lr: 0.020000 max_mem: 22492M [05/05 07:15:09] d2.utils.events INFO: eta: 19:44:10 iter: 234939 total_loss: 1.803 loss_cls_stage0: 0.145 loss_box_reg_stage0: 0.193 loss_cls_stage1: 0.141 loss_box_reg_stage1: 0.392 loss_cls_stage2: 0.139 loss_box_reg_stage2: 0.487 loss_mask: 0.205 loss_rpn_cls: 0.024 loss_rpn_loc: 0.070 time: 2.0366 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[05/06 00:33:53] d2.utils.events INFO: eta: 2:39:24 iter: 265279 total_loss: 1.661 loss_cls_stage0: 0.110 loss_box_reg_stage0: 0.184 loss_cls_stage1: 0.109 loss_box_reg_stage1: 0.366 loss_cls_stage2: 0.110 loss_box_reg_stage2: 0.483 loss_mask: 0.183 loss_rpn_cls: 0.015 loss_rpn_loc: 0.054 time: 2.0382 data_time: 0.0049 lr: 0.000200 max_mem: 22492M [05/06 00:34:34] d2.utils.events INFO: eta: 2:38:44 iter: 265299 total_loss: 1.523 loss_cls_stage0: 0.105 loss_box_reg_stage0: 0.163 loss_cls_stage1: 0.102 loss_box_reg_stage1: 0.343 loss_cls_stage2: 0.103 loss_box_reg_stage2: 0.468 loss_mask: 0.177 loss_rpn_cls: 0.014 loss_rpn_loc: 0.057 time: 2.0382 data_time: 0.0052 lr: 0.000200 max_mem: 22492M [05/06 00:35:15] d2.utils.events INFO: eta: 2:37:56 iter: 265319 total_loss: 1.539 loss_cls_stage0: 0.103 loss_box_reg_stage0: 0.171 loss_cls_stage1: 0.098 loss_box_reg_stage1: 0.356 loss_cls_stage2: 0.102 loss_box_reg_stage2: 0.471 loss_mask: 0.179 loss_rpn_cls: 0.014 loss_rpn_loc: 0.052 time: 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loss_cls_stage2: 0.101 loss_box_reg_stage2: 0.477 loss_mask: 0.180 loss_rpn_cls: 0.016 loss_rpn_loc: 0.049 time: 2.0385 data_time: 0.0045 lr: 0.000200 max_mem: 22492M [05/06 03:10:44] d2.utils.events INFO: eta: 0:04:45 iter: 269859 total_loss: 1.709 loss_cls_stage0: 0.120 loss_box_reg_stage0: 0.190 loss_cls_stage1: 0.115 loss_box_reg_stage1: 0.379 loss_cls_stage2: 0.119 loss_box_reg_stage2: 0.489 loss_mask: 0.189 loss_rpn_cls: 0.018 loss_rpn_loc: 0.067 time: 2.0385 data_time: 0.0052 lr: 0.000200 max_mem: 22492M [05/06 03:11:24] d2.utils.events INFO: eta: 0:04:04 iter: 269879 total_loss: 1.468 loss_cls_stage0: 0.089 loss_box_reg_stage0: 0.158 loss_cls_stage1: 0.086 loss_box_reg_stage1: 0.333 loss_cls_stage2: 0.094 loss_box_reg_stage2: 0.428 loss_mask: 0.177 loss_rpn_cls: 0.011 loss_rpn_loc: 0.051 time: 2.0385 data_time: 0.0049 lr: 0.000200 max_mem: 22492M [05/06 03:12:05] d2.utils.events INFO: eta: 0:03:24 iter: 269899 total_loss: 1.709 loss_cls_stage0: 0.117 loss_box_reg_stage0: 0.183 loss_cls_stage1: 0.108 loss_box_reg_stage1: 0.388 loss_cls_stage2: 0.107 loss_box_reg_stage2: 0.505 loss_mask: 0.185 loss_rpn_cls: 0.019 loss_rpn_loc: 0.066 time: 2.0385 data_time: 0.0051 lr: 0.000200 max_mem: 22492M [05/06 03:12:48] d2.utils.events INFO: eta: 0:02:43 iter: 269919 total_loss: 1.519 loss_cls_stage0: 0.100 loss_box_reg_stage0: 0.170 loss_cls_stage1: 0.092 loss_box_reg_stage1: 0.360 loss_cls_stage2: 0.095 loss_box_reg_stage2: 0.453 loss_mask: 0.184 loss_rpn_cls: 0.015 loss_rpn_loc: 0.049 time: 2.0385 data_time: 0.0049 lr: 0.000200 max_mem: 22492M [05/06 03:13:29] d2.utils.events INFO: eta: 0:02:03 iter: 269939 total_loss: 1.466 loss_cls_stage0: 0.102 loss_box_reg_stage0: 0.170 loss_cls_stage1: 0.097 loss_box_reg_stage1: 0.354 loss_cls_stage2: 0.101 loss_box_reg_stage2: 0.431 loss_mask: 0.178 loss_rpn_cls: 0.018 loss_rpn_loc: 0.042 time: 2.0385 data_time: 0.0054 lr: 0.000200 max_mem: 22492M [05/06 03:14:10] d2.utils.events INFO: eta: 0:01:23 iter: 269959 total_loss: 1.493 loss_cls_stage0: 0.106 loss_box_reg_stage0: 0.169 loss_cls_stage1: 0.107 loss_box_reg_stage1: 0.344 loss_cls_stage2: 0.111 loss_box_reg_stage2: 0.444 loss_mask: 0.166 loss_rpn_cls: 0.015 loss_rpn_loc: 0.043 time: 2.0385 data_time: 0.0050 lr: 0.000200 max_mem: 22492M [05/06 03:14:50] d2.utils.events INFO: eta: 0:00:42 iter: 269979 total_loss: 1.574 loss_cls_stage0: 0.108 loss_box_reg_stage0: 0.176 loss_cls_stage1: 0.101 loss_box_reg_stage1: 0.365 loss_cls_stage2: 0.106 loss_box_reg_stage2: 0.473 loss_mask: 0.180 loss_rpn_cls: 0.017 loss_rpn_loc: 0.051 time: 2.0385 data_time: 0.0048 lr: 0.000200 max_mem: 22492M [05/06 03:15:31] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [05/06 03:16:48] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [05/06 03:18:02] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [05/06 03:18:02] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0269999.pth [05/06 03:18:04] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_final.pth [05/06 03:18:06] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.47 seconds. [05/06 03:18:07] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [05/06 03:18:07] 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 | | | | | [05/06 03:18:07] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [05/06 03:18:08] d2.data.common INFO: Serialized dataset takes 19.39 MiB [05/06 03:18:08] d2.evaluation.evaluator INFO: Start inference on 625 images [05/06 03:18:15] d2.evaluation.evaluator INFO: Inference done 11/625. 0.1932 s / img. ETA=0:02:08 [05/06 03:18:20] d2.evaluation.evaluator INFO: Inference done 36/625. 0.1921 s / img. ETA=0:02:01 [05/06 03:18:26] d2.evaluation.evaluator INFO: Inference done 61/625. 0.1930 s / img. ETA=0:01:56 [05/06 03:18:31] d2.evaluation.evaluator INFO: Inference done 86/625. 0.1926 s / img. ETA=0:01:50 [05/06 03:18:36] d2.evaluation.evaluator INFO: Inference done 111/625. 0.1913 s / img. ETA=0:01:45 [05/06 03:18:41] d2.evaluation.evaluator INFO: Inference done 135/625. 0.1919 s / img. ETA=0:01:40 [05/06 03:18:46] d2.evaluation.evaluator INFO: Inference done 159/625. 0.1926 s / img. ETA=0:01:36 [05/06 03:18:51] d2.evaluation.evaluator INFO: Inference done 184/625. 0.1922 s / img. ETA=0:01:31 [05/06 03:18:56] d2.evaluation.evaluator INFO: Inference done 209/625. 0.1921 s / img. ETA=0:01:25 [05/06 03:19:01] d2.evaluation.evaluator INFO: Inference done 235/625. 0.1918 s / img. ETA=0:01:19 [05/06 03:19:06] d2.evaluation.evaluator INFO: Inference done 259/625. 0.1921 s / img. ETA=0:01:15 [05/06 03:19:11] d2.evaluation.evaluator INFO: Inference done 285/625. 0.1917 s / img. ETA=0:01:09 [05/06 03:19:17] d2.evaluation.evaluator INFO: Inference done 306/625. 0.1945 s / img. ETA=0:01:06 [05/06 03:19:22] d2.evaluation.evaluator INFO: Inference done 331/625. 0.1943 s / img. ETA=0:01:01 [05/06 03:19:27] d2.evaluation.evaluator INFO: Inference done 355/625. 0.1945 s / img. ETA=0:00:56 [05/06 03:19:32] d2.evaluation.evaluator INFO: Inference done 380/625. 0.1942 s / img. ETA=0:00:50 [05/06 03:19:37] d2.evaluation.evaluator INFO: Inference done 405/625. 0.1939 s / img. ETA=0:00:45 [05/06 03:19:42] d2.evaluation.evaluator INFO: Inference done 431/625. 0.1937 s / img. ETA=0:00:40 [05/06 03:19:47] d2.evaluation.evaluator INFO: Inference done 456/625. 0.1936 s / img. ETA=0:00:34 [05/06 03:19:53] d2.evaluation.evaluator INFO: Inference done 481/625. 0.1937 s / img. ETA=0:00:29 [05/06 03:19:58] d2.evaluation.evaluator INFO: Inference done 506/625. 0.1936 s / img. ETA=0:00:24 [05/06 03:20:03] d2.evaluation.evaluator INFO: Inference done 531/625. 0.1935 s / img. ETA=0:00:19 [05/06 03:20:08] d2.evaluation.evaluator INFO: Inference done 555/625. 0.1934 s / img. ETA=0:00:14 [05/06 03:20:13] d2.evaluation.evaluator INFO: Inference done 580/625. 0.1934 s / img. ETA=0:00:09 [05/06 03:20:18] d2.evaluation.evaluator INFO: Inference done 606/625. 0.1932 s / img. ETA=0:00:03 [05/06 03:20:22] d2.evaluation.evaluator INFO: Total inference time: 0:02:08.457096 (0.207189 s / img per device, on 8 devices) [05/06 03:20:22] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:01:59 (0.193252 s / img per device, on 8 devices) [05/06 03:20:26] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [05/06 03:20:26] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json [05/06 03:20:27] d2.evaluation.coco_evaluation INFO: Evaluating predictions ... [05/06 03:21:00] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 50.911 | 69.533 | 55.408 | 32.671 | 54.669 | 65.835 | [05/06 03:21:00] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 62.408 | bicycle | 41.291 | car | 52.895 | | motorcycle | 52.551 | airplane | 74.974 | bus | 71.312 | | train | 73.856 | truck | 44.455 | boat | 36.163 | | traffic light | 32.436 | fire hydrant | 75.839 | stop sign | 72.065 | | parking meter | 53.814 | bench | 32.457 | bird | 45.155 | | cat | 76.142 | dog | 73.483 | horse | 65.246 | | sheep | 60.389 | cow | 66.221 | elephant | 73.650 | | bear | 75.792 | zebra | 72.709 | giraffe | 73.267 | | backpack | 23.240 | umbrella | 51.906 | handbag | 25.177 | | tie | 48.168 | suitcase | 51.267 | frisbee | 74.102 | | skis | 34.625 | snowboard | 49.925 | sports ball | 55.722 | | kite | 51.006 | baseball bat | 48.131 | baseball glove | 44.423 | | skateboard | 64.081 | surfboard | 47.537 | tennis racket | 61.772 | | bottle | 47.289 | wine glass | 44.390 | cup | 51.049 | | fork | 50.029 | knife | 33.753 | spoon | 33.692 | | bowl | 48.343 | banana | 30.321 | apple | 28.124 | | sandwich | 42.291 | orange | 34.410 | broccoli | 26.754 | | carrot | 28.968 | hot dog | 42.347 | pizza | 59.568 | | donut | 59.739 | cake | 44.710 | chair | 36.946 | | couch | 50.327 | potted plant | 33.128 | bed | 51.230 | | dining table | 35.365 | toilet | 69.248 | tv | 62.680 | | laptop | 69.939 | mouse | 68.295 | remote | 50.419 | | keyboard | 60.321 | cell phone | 46.738 | microwave | 65.711 | | oven | 40.336 | toaster | 41.109 | sink | 45.523 | | refrigerator | 68.615 | book | 23.140 | clock | 53.771 | | vase | 44.033 | scissors | 45.536 | teddy bear | 58.764 | | hair drier | 14.959 | toothbrush | 41.298 | | | [05/06 03:21:39] d2.evaluation.coco_evaluation INFO: Evaluation results for segm: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.509 | 67.325 | 48.337 | 24.337 | 47.666 | 62.064 | [05/06 03:21:39] d2.evaluation.coco_evaluation INFO: Per-category segm AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 52.789 | bicycle | 24.720 | car | 48.410 | | motorcycle | 40.746 | airplane | 55.592 | bus | 67.943 | | train | 69.715 | truck | 42.833 | boat | 30.986 | | traffic light | 30.404 | fire hydrant | 68.386 | stop sign | 70.256 | | parking meter | 52.832 | bench | 24.628 | bird | 37.001 | | cat | 71.853 | dog | 65.641 | horse | 49.443 | | sheep | 52.576 | cow | 55.103 | elephant | 66.136 | | bear | 73.317 | zebra | 62.553 | giraffe | 56.363 | | backpack | 22.743 | umbrella | 54.276 | handbag | 23.593 | | tie | 42.978 | suitcase | 51.496 | frisbee | 68.831 | | skis | 7.009 | snowboard | 31.132 | sports ball | 54.495 | | kite | 36.266 | baseball bat | 37.008 | baseball glove | 45.426 | | skateboard | 41.214 | surfboard | 39.796 | tennis racket | 62.573 | | bottle | 44.255 | wine glass | 39.407 | cup | 49.805 | | fork | 26.515 | knife | 24.330 | spoon | 22.549 | | bowl | 43.223 | banana | 23.520 | apple | 26.135 | | sandwich | 41.940 | orange | 32.315 | broccoli | 24.702 | | carrot | 25.034 | hot dog | 34.617 | pizza | 55.063 | | donut | 57.980 | cake | 43.730 | chair | 25.805 | | couch | 41.992 | potted plant | 25.731 | bed | 39.900 | | dining table | 20.389 | toilet | 64.579 | tv | 63.797 | | laptop | 67.292 | mouse | 64.858 | remote | 43.234 | | keyboard | 56.176 | cell phone | 43.803 | microwave | 65.760 | | oven | 36.072 | toaster | 45.036 | sink | 40.653 | | refrigerator | 66.289 | book | 17.195 | clock | 53.635 | | vase | 41.699 | scissors | 33.423 | teddy bear | 53.594 | | hair drier | 17.454 | toothbrush | 28.157 | | | [05/06 03:21:40] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [05/06 03:21:40] d2.evaluation.testing INFO: copypaste: Task: bbox [05/06 03:21:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [05/06 03:21:40] d2.evaluation.testing INFO: copypaste: 50.9108,69.5329,55.4081,32.6710,54.6694,65.8349 [05/06 03:21:40] d2.evaluation.testing INFO: copypaste: Task: segm [05/06 03:21:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [05/06 03:21:40] d2.evaluation.testing INFO: copypaste: 44.5088,67.3245,48.3367,24.3367,47.6655,62.0639 [05/06 03:21:40] d2.utils.events INFO: eta: 0:00:02 iter: 269999 total_loss: 1.680 loss_cls_stage0: 0.116 loss_box_reg_stage0: 0.186 loss_cls_stage1: 0.114 loss_box_reg_stage1: 0.383 loss_cls_stage2: 0.116 loss_box_reg_stage2: 0.498 loss_mask: 0.186 loss_rpn_cls: 0.017 loss_rpn_loc: 0.058 time: 2.0385 data_time: 0.0051 lr: 0.000200 max_mem: 22492M [05/06 03:21:40] d2.engine.hooks INFO: Overall training speed: 269997 iterations in 6 days, 8:53:08 (2.0385 s / it) [05/06 03:21:40] d2.engine.hooks INFO: Total training time: 6 days, 9:13:30 (0:20:21 on hooks)