[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) [05/02 21:56:29] detectron2 INFO: Rank of current process: 0. World size: 8 [05/02 21:56:36] 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, [05/02 21:56:36] detectron2 INFO: Command line arguments: Namespace(config_file='configs/COCO-Detection/faster_cascade_rcnn_R_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) [05/02 21:56:36] detectron2 INFO: Contents of args.config_file=configs/COCO-Detection/faster_cascade_rcnn_R_50_FPN_syncbn_range-scale_1x.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" MASK_ON: False RESNETS: DEPTH: 50 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 RPN: POST_NMS_TOPK_TRAIN: 2000 SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 INPUT: MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1333 TEST: PRECISE_BN: ENABLED: True [05/02 21:56:36] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: BGR MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: (640, 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: [103.53, 116.28, 123.675] PIXEL_STD: [1.0, 1.0, 1.0] 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: 1 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.4, 0.5] NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) IOUS: (0.5, 0.6, 0.7) ROI_BOX_HEAD: BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: True CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: CascadeROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: NUM_CONV: 4 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) BOUNDARY_THRESH: -1 HEAD_NAME: StandardRPNHead IN_FEATURES: ['p2', 'p3', 'p4', 'p5', 'p6'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.3, 0.7] LOSS_WEIGHT: 1.0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOPK_TEST: 1000 POST_NMS_TOPK_TRAIN: 2000 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 2000 SMOOTH_L1_BETA: 0.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 WEIGHTS: detectron2://ImageNetPretrained/MSRA/R-50.pkl OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 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 [05/02 21:56:36] detectron2 INFO: Full config saved to ./output/config.yaml [05/02 21:56:36] d2.utils.env INFO: Using a generated random seed 36491314 [05/02 21:56:38] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d( 256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral3): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral4): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral5): Conv2d( 2048, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output5): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1): Conv2d( 3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv1): Conv2d( 64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv3): Conv2d( 64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) ) ) (res3): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(2, 2), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) ) ) ) (proposal_generator): RPN( (anchor_generator): DefaultAnchorGenerator( (cell_anchors): BufferList() ) (rpn_head): StandardRPNHead( (conv): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (objectness_logits): Conv2d(256, 3, kernel_size=(1, 1), stride=(1, 1)) (anchor_deltas): Conv2d(256, 12, kernel_size=(1, 1), stride=(1, 1)) ) ) (roi_heads): CascadeROIHeads( (box_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(7, 7), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(7, 7), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(7, 7), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(7, 7), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (box_head): ModuleList( (0): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) (1): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) (2): FastRCNNConvFCHead( (conv1): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (conv4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fc1): Linear(in_features=12544, out_features=1024, bias=True) ) ) (box_predictor): ModuleList( (0): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (1): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (2): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) ) ) [05/02 21:58:30] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 111.99 seconds. [05/02 21:58:32] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [05/02 21:58:38] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [05/02 21:58:41] 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 | | | | | [05/02 21:58:41] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [05/02 21:58:45] d2.data.common INFO: Serialized dataset takes 457.92 MiB [05/02 21:58:45] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [05/02 21:58:45] d2.data.build INFO: Using training sampler TrainingSampler [05/02 21:59:10] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 17.53 seconds. [05/02 21:59:12] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [05/02 21:59:20] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [05/02 21:59:23] d2.data.common INFO: Serializing 117266 elements to byte tensors and concatenating them all ... [05/02 21:59:27] d2.data.common INFO: Serialized dataset takes 457.92 MiB [05/02 21:59:27] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [05/02 21:59:27] d2.data.build INFO: Using training sampler TrainingSampler [05/02 21:59:33] fvcore.common.checkpoint INFO: Loading checkpoint from detectron2://ImageNetPretrained/MSRA/R-50.pkl [05/02 21:59:34] fvcore.common.file_io INFO: URL https://dl.fbaipublicfiles.com/detectron2/ImageNetPretrained/MSRA/R-50.pkl cached in /home/ubuntu/.torch/fvcore_cache/detectron2/ImageNetPretrained/MSRA/R-50.pkl [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: Remapping C2 weights ...... [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.bias loaded from res2_0_branch2a_bn_beta of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.running_mean loaded from res2_0_branch2a_bn_running_mean of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.running_var loaded from res2_0_branch2a_bn_running_var of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.norm.weight loaded from res2_0_branch2a_bn_gamma of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv1.weight loaded from res2_0_branch2a_w of shape (64, 64, 1, 1) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.bias loaded from res2_0_branch2b_bn_beta of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.running_mean loaded from res2_0_branch2b_bn_running_mean of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.running_var loaded from res2_0_branch2b_bn_running_var of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.norm.weight loaded from res2_0_branch2b_bn_gamma of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv2.weight loaded from res2_0_branch2b_w of shape (64, 64, 3, 3) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.bias loaded from res2_0_branch2c_bn_beta of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.running_mean loaded from res2_0_branch2c_bn_running_mean of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.running_var loaded from res2_0_branch2c_bn_running_var of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.norm.weight loaded from res2_0_branch2c_bn_gamma of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.conv3.weight loaded from res2_0_branch2c_w of shape (256, 64, 1, 1) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.bias loaded from res2_0_branch1_bn_beta of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.running_mean loaded from res2_0_branch1_bn_running_mean of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.running_var loaded from res2_0_branch1_bn_running_var of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.0.shortcut.norm.weight loaded from res2_0_branch1_bn_gamma of shape (256,) [05/02 21:59:34] 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loaded from res2_1_branch2b_bn_beta of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.1.conv2.norm.running_mean loaded from res2_1_branch2b_bn_running_mean of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.1.conv2.norm.running_var loaded from res2_1_branch2b_bn_running_var of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.1.conv2.norm.weight loaded from res2_1_branch2b_bn_gamma of shape (64,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.1.conv2.weight loaded from res2_1_branch2b_w of shape (64, 64, 3, 3) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.1.conv3.norm.bias loaded from res2_1_branch2c_bn_beta of shape (256,) [05/02 21:59:34] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res2.1.conv3.norm.running_mean loaded from res2_1_branch2c_bn_running_mean of shape (256,) [05/02 21:59:34] 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backbone.bottom_up.res5.2.conv1.norm.weight loaded from res5_2_branch2a_bn_gamma of shape (512,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv1.weight loaded from res5_2_branch2a_w of shape (512, 2048, 1, 1) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.bias loaded from res5_2_branch2b_bn_beta of shape (512,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.running_mean loaded from res5_2_branch2b_bn_running_mean of shape (512,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.running_var loaded from res5_2_branch2b_bn_running_var of shape (512,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.norm.weight loaded from res5_2_branch2b_bn_gamma of shape (512,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv2.weight loaded from res5_2_branch2b_w of shape (512, 512, 3, 3) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.bias loaded from res5_2_branch2c_bn_beta of shape (2048,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.running_mean loaded from res5_2_branch2c_bn_running_mean of shape (2048,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.running_var loaded from res5_2_branch2c_bn_running_var of shape (2048,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.norm.weight loaded from res5_2_branch2c_bn_gamma of shape (2048,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.res5.2.conv3.weight loaded from res5_2_branch2c_w of shape (2048, 512, 1, 1) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.bias loaded from res_conv1_bn_beta of shape (64,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.running_mean loaded from res_conv1_bn_running_mean of shape (64,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.running_var loaded from res_conv1_bn_running_var of shape (64,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.norm.weight loaded from res_conv1_bn_gamma of shape (64,) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: backbone.bottom_up.stem.conv1.weight loaded from conv1_w of shape (64, 3, 7, 7) [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: Some model parameters are not in the checkpoint: backbone.bottom_up.res3.0.conv1.norm.num_batches_tracked backbone.bottom_up.res3.0.conv2.norm.num_batches_tracked backbone.bottom_up.res3.0.conv3.norm.num_batches_tracked backbone.bottom_up.res3.0.shortcut.norm.num_batches_tracked backbone.bottom_up.res3.1.conv1.norm.num_batches_tracked backbone.bottom_up.res3.1.conv2.norm.num_batches_tracked backbone.bottom_up.res3.1.conv3.norm.num_batches_tracked backbone.bottom_up.res3.2.conv1.norm.num_batches_tracked backbone.bottom_up.res3.2.conv2.norm.num_batches_tracked backbone.bottom_up.res3.2.conv3.norm.num_batches_tracked backbone.bottom_up.res3.3.conv1.norm.num_batches_tracked backbone.bottom_up.res3.3.conv2.norm.num_batches_tracked backbone.bottom_up.res3.3.conv3.norm.num_batches_tracked backbone.bottom_up.res4.0.conv1.norm.num_batches_tracked backbone.bottom_up.res4.0.conv2.norm.num_batches_tracked backbone.bottom_up.res4.0.conv3.norm.num_batches_tracked backbone.bottom_up.res4.0.shortcut.norm.num_batches_tracked backbone.bottom_up.res4.1.conv1.norm.num_batches_tracked backbone.bottom_up.res4.1.conv2.norm.num_batches_tracked backbone.bottom_up.res4.1.conv3.norm.num_batches_tracked backbone.bottom_up.res4.2.conv1.norm.num_batches_tracked backbone.bottom_up.res4.2.conv2.norm.num_batches_tracked backbone.bottom_up.res4.2.conv3.norm.num_batches_tracked backbone.bottom_up.res4.3.conv1.norm.num_batches_tracked backbone.bottom_up.res4.3.conv2.norm.num_batches_tracked backbone.bottom_up.res4.3.conv3.norm.num_batches_tracked backbone.bottom_up.res4.4.conv1.norm.num_batches_tracked backbone.bottom_up.res4.4.conv2.norm.num_batches_tracked backbone.bottom_up.res4.4.conv3.norm.num_batches_tracked backbone.bottom_up.res4.5.conv1.norm.num_batches_tracked backbone.bottom_up.res4.5.conv2.norm.num_batches_tracked backbone.bottom_up.res4.5.conv3.norm.num_batches_tracked backbone.bottom_up.res5.0.conv1.norm.num_batches_tracked backbone.bottom_up.res5.0.conv2.norm.num_batches_tracked backbone.bottom_up.res5.0.conv3.norm.num_batches_tracked backbone.bottom_up.res5.0.shortcut.norm.num_batches_tracked backbone.bottom_up.res5.1.conv1.norm.num_batches_tracked backbone.bottom_up.res5.1.conv2.norm.num_batches_tracked backbone.bottom_up.res5.1.conv3.norm.num_batches_tracked backbone.bottom_up.res5.2.conv1.norm.num_batches_tracked backbone.bottom_up.res5.2.conv2.norm.num_batches_tracked backbone.bottom_up.res5.2.conv3.norm.num_batches_tracked backbone.fpn_lateral2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral2.weight backbone.fpn_lateral3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral3.weight backbone.fpn_lateral4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral4.weight backbone.fpn_lateral5.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_lateral5.weight backbone.fpn_output2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output2.weight backbone.fpn_output3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output3.weight backbone.fpn_output4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output4.weight backbone.fpn_output5.norm.{bias, num_batches_tracked, running_mean, running_var, weight} backbone.fpn_output5.weight proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.anchor_deltas.{bias, weight} proposal_generator.rpn_head.conv.{bias, weight} proposal_generator.rpn_head.objectness_logits.{bias, weight} roi_heads.box_head.0.conv1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv1.weight roi_heads.box_head.0.conv2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv2.weight roi_heads.box_head.0.conv3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv3.weight roi_heads.box_head.0.conv4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.0.conv4.weight roi_heads.box_head.0.fc1.{bias, weight} roi_heads.box_head.1.conv1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv1.weight roi_heads.box_head.1.conv2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv2.weight roi_heads.box_head.1.conv3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv3.weight roi_heads.box_head.1.conv4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.1.conv4.weight roi_heads.box_head.1.fc1.{bias, weight} roi_heads.box_head.2.conv1.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv1.weight roi_heads.box_head.2.conv2.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv2.weight roi_heads.box_head.2.conv3.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv3.weight roi_heads.box_head.2.conv4.norm.{bias, num_batches_tracked, running_mean, running_var, weight} roi_heads.box_head.2.conv4.weight roi_heads.box_head.2.fc1.{bias, weight} roi_heads.box_predictor.0.bbox_pred.{bias, weight} roi_heads.box_predictor.0.cls_score.{bias, weight} roi_heads.box_predictor.1.bbox_pred.{bias, weight} roi_heads.box_predictor.1.cls_score.{bias, weight} roi_heads.box_predictor.2.bbox_pred.{bias, weight} roi_heads.box_predictor.2.cls_score.{bias, weight} [05/02 21:59:35] d2.checkpoint.c2_model_loading INFO: The checkpoint contains parameters not used by the model: fc1000_b fc1000_w conv1_b [05/02 21:59:35] d2.engine.train_loop INFO: Starting training from iteration 0 [05/02 22:00:01] d2.utils.events INFO: eta: 10:41:49 iter: 19 total_loss: 11.452 loss_cls_stage0: 3.586 loss_box_reg_stage0: 0.057 loss_cls_stage1: 3.507 loss_box_reg_stage1: 0.028 loss_cls_stage2: 3.453 loss_box_reg_stage2: 0.009 loss_rpn_cls: 0.688 loss_rpn_loc: 0.170 time: 0.4305 data_time: 0.6180 lr: 0.000400 max_mem: 5929M [05/02 22:00:09] d2.utils.events INFO: eta: 10:43:40 iter: 39 total_loss: 1.718 loss_cls_stage0: 0.319 loss_box_reg_stage0: 0.033 loss_cls_stage1: 0.246 loss_box_reg_stage1: 0.020 loss_cls_stage2: 0.225 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.664 loss_rpn_loc: 0.153 time: 0.4306 data_time: 0.0052 lr: 0.000799 max_mem: 5929M [05/02 22:00:18] d2.utils.events INFO: eta: 10:41:32 iter: 59 total_loss: 2.031 loss_cls_stage0: 0.446 loss_box_reg_stage0: 0.035 loss_cls_stage1: 0.373 loss_box_reg_stage1: 0.022 loss_cls_stage2: 0.345 loss_box_reg_stage2: 0.009 loss_rpn_cls: 0.619 loss_rpn_loc: 0.125 time: 0.4297 data_time: 0.0050 lr: 0.001199 max_mem: 5929M [05/02 22:00:26] d2.utils.events INFO: eta: 10:42:24 iter: 79 total_loss: 1.493 loss_cls_stage0: 0.276 loss_box_reg_stage0: 0.043 loss_cls_stage1: 0.251 loss_box_reg_stage1: 0.025 loss_cls_stage2: 0.245 loss_box_reg_stage2: 0.010 loss_rpn_cls: 0.569 loss_rpn_loc: 0.144 time: 0.4307 data_time: 0.0052 lr: 0.001598 max_mem: 5929M [05/02 22:00:35] d2.utils.events INFO: eta: 10:41:00 iter: 99 total_loss: 1.234 loss_cls_stage0: 0.201 loss_box_reg_stage0: 0.027 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.018 loss_cls_stage2: 0.142 loss_box_reg_stage2: 0.007 loss_rpn_cls: 0.530 loss_rpn_loc: 0.162 time: 0.4295 data_time: 0.0052 lr: 0.001998 max_mem: 5929M [05/02 22:00:44] d2.utils.events INFO: eta: 10:40:03 iter: 119 total_loss: 1.050 loss_cls_stage0: 0.143 loss_box_reg_stage0: 0.026 loss_cls_stage1: 0.128 loss_box_reg_stage1: 0.013 loss_cls_stage2: 0.116 loss_box_reg_stage2: 0.006 loss_rpn_cls: 0.474 loss_rpn_loc: 0.152 time: 0.4297 data_time: 0.0050 lr: 0.002398 max_mem: 6133M [05/02 22:00:52] d2.utils.events INFO: eta: 10:41:15 iter: 139 total_loss: 1.130 loss_cls_stage0: 0.180 loss_box_reg_stage0: 0.039 loss_cls_stage1: 0.150 loss_box_reg_stage1: 0.021 loss_cls_stage2: 0.132 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.441 loss_rpn_loc: 0.145 time: 0.4297 data_time: 0.0051 lr: 0.002797 max_mem: 6133M [05/02 22:01:01] d2.utils.events INFO: eta: 10:40:17 iter: 159 total_loss: 1.175 loss_cls_stage0: 0.210 loss_box_reg_stage0: 0.050 loss_cls_stage1: 0.161 loss_box_reg_stage1: 0.026 loss_cls_stage2: 0.143 loss_box_reg_stage2: 0.009 loss_rpn_cls: 0.422 loss_rpn_loc: 0.152 time: 0.4294 data_time: 0.0049 lr: 0.003197 max_mem: 6133M [05/02 22:01:09] d2.utils.events INFO: eta: 10:38:50 iter: 179 total_loss: 1.119 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.071 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.035 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.013 loss_rpn_cls: 0.362 loss_rpn_loc: 0.123 time: 0.4284 data_time: 0.0051 lr: 0.003596 max_mem: 6133M [05/02 22:01:18] d2.utils.events INFO: eta: 10:38:34 iter: 199 total_loss: 1.106 loss_cls_stage0: 0.251 loss_box_reg_stage0: 0.104 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.047 loss_cls_stage2: 0.135 loss_box_reg_stage2: 0.015 loss_rpn_cls: 0.316 loss_rpn_loc: 0.120 time: 0.4280 data_time: 0.0050 lr: 0.003996 max_mem: 6133M [05/02 22:01:26] d2.utils.events INFO: eta: 10:38:01 iter: 219 total_loss: 1.395 loss_cls_stage0: 0.311 loss_box_reg_stage0: 0.131 loss_cls_stage1: 0.202 loss_box_reg_stage1: 0.068 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.023 loss_rpn_cls: 0.296 loss_rpn_loc: 0.125 time: 0.4275 data_time: 0.0050 lr: 0.004396 max_mem: 6133M [05/02 22:01:35] d2.utils.events INFO: eta: 10:37:17 iter: 239 total_loss: 1.336 loss_cls_stage0: 0.319 loss_box_reg_stage0: 0.156 loss_cls_stage1: 0.198 loss_box_reg_stage1: 0.078 loss_cls_stage2: 0.137 loss_box_reg_stage2: 0.028 loss_rpn_cls: 0.261 loss_rpn_loc: 0.132 time: 0.4270 data_time: 0.0050 lr: 0.004795 max_mem: 6133M [05/02 22:01:43] d2.utils.events INFO: eta: 10:37:00 iter: 259 total_loss: 1.415 loss_cls_stage0: 0.363 loss_box_reg_stage0: 0.196 loss_cls_stage1: 0.211 loss_box_reg_stage1: 0.097 loss_cls_stage2: 0.146 loss_box_reg_stage2: 0.033 loss_rpn_cls: 0.231 loss_rpn_loc: 0.147 time: 0.4268 data_time: 0.0051 lr: 0.005195 max_mem: 6133M [05/02 22:01:52] d2.utils.events INFO: eta: 10:36:39 iter: 279 total_loss: 1.504 loss_cls_stage0: 0.387 loss_box_reg_stage0: 0.198 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.106 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.038 loss_rpn_cls: 0.236 loss_rpn_loc: 0.137 time: 0.4265 data_time: 0.0050 lr: 0.005594 max_mem: 6133M [05/02 22:02:00] d2.utils.events INFO: eta: 10:36:31 iter: 299 total_loss: 1.329 loss_cls_stage0: 0.362 loss_box_reg_stage0: 0.178 loss_cls_stage1: 0.196 loss_box_reg_stage1: 0.091 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.032 loss_rpn_cls: 0.196 loss_rpn_loc: 0.126 time: 0.4264 data_time: 0.0049 lr: 0.005994 max_mem: 6133M [05/02 22:02:09] d2.utils.events INFO: eta: 10:36:31 iter: 319 total_loss: 1.423 loss_cls_stage0: 0.390 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.108 loss_cls_stage2: 0.148 loss_box_reg_stage2: 0.033 loss_rpn_cls: 0.192 loss_rpn_loc: 0.137 time: 0.4264 data_time: 0.0052 lr: 0.006394 max_mem: 6133M [05/02 22:02:17] d2.utils.events INFO: eta: 10:36:30 iter: 339 total_loss: 1.554 loss_cls_stage0: 0.441 loss_box_reg_stage0: 0.240 loss_cls_stage1: 0.251 loss_box_reg_stage1: 0.134 loss_cls_stage2: 0.158 loss_box_reg_stage2: 0.042 loss_rpn_cls: 0.170 loss_rpn_loc: 0.125 time: 0.4265 data_time: 0.0048 lr: 0.006793 max_mem: 6133M [05/02 22:02:26] d2.utils.events INFO: eta: 10:36:14 iter: 359 total_loss: 1.519 loss_cls_stage0: 0.441 loss_box_reg_stage0: 0.259 loss_cls_stage1: 0.242 loss_box_reg_stage1: 0.143 loss_cls_stage2: 0.146 loss_box_reg_stage2: 0.044 loss_rpn_cls: 0.148 loss_rpn_loc: 0.145 time: 0.4264 data_time: 0.0048 lr: 0.007193 max_mem: 6133M [05/02 22:02:34] d2.utils.events INFO: eta: 10:36:16 iter: 379 total_loss: 1.673 loss_cls_stage0: 0.471 loss_box_reg_stage0: 0.306 loss_cls_stage1: 0.241 loss_box_reg_stage1: 0.145 loss_cls_stage2: 0.155 loss_box_reg_stage2: 0.051 loss_rpn_cls: 0.140 loss_rpn_loc: 0.129 time: 0.4266 data_time: 0.0051 lr: 0.007592 max_mem: 6133M [05/02 22:02:43] d2.utils.events INFO: eta: 10:36:14 iter: 399 total_loss: 1.665 loss_cls_stage0: 0.480 loss_box_reg_stage0: 0.283 loss_cls_stage1: 0.257 loss_box_reg_stage1: 0.153 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.052 loss_rpn_cls: 0.129 loss_rpn_loc: 0.120 time: 0.4268 data_time: 0.0053 lr: 0.007992 max_mem: 6133M [05/02 22:02:52] d2.utils.events INFO: eta: 10:36:40 iter: 419 total_loss: 1.740 loss_cls_stage0: 0.485 loss_box_reg_stage0: 0.328 loss_cls_stage1: 0.271 loss_box_reg_stage1: 0.182 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.065 loss_rpn_cls: 0.132 loss_rpn_loc: 0.140 time: 0.4270 data_time: 0.0047 lr: 0.008392 max_mem: 6133M [05/02 22:03:00] d2.utils.events INFO: eta: 10:36:39 iter: 439 total_loss: 1.795 loss_cls_stage0: 0.490 loss_box_reg_stage0: 0.334 loss_cls_stage1: 0.273 loss_box_reg_stage1: 0.195 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.065 loss_rpn_cls: 0.119 loss_rpn_loc: 0.123 time: 0.4271 data_time: 0.0048 lr: 0.008791 max_mem: 6133M [05/02 22:03:09] d2.utils.events INFO: eta: 10:36:56 iter: 459 total_loss: 1.847 loss_cls_stage0: 0.519 loss_box_reg_stage0: 0.339 loss_cls_stage1: 0.284 loss_box_reg_stage1: 0.205 loss_cls_stage2: 0.171 loss_box_reg_stage2: 0.077 loss_rpn_cls: 0.113 loss_rpn_loc: 0.128 time: 0.4275 data_time: 0.0048 lr: 0.009191 max_mem: 6133M [05/02 22:03:18] d2.utils.events INFO: eta: 10:36:43 iter: 479 total_loss: 2.084 loss_cls_stage0: 0.577 loss_box_reg_stage0: 0.387 loss_cls_stage1: 0.331 loss_box_reg_stage1: 0.271 loss_cls_stage2: 0.194 loss_box_reg_stage2: 0.106 loss_rpn_cls: 0.113 loss_rpn_loc: 0.121 time: 0.4276 data_time: 0.0050 lr: 0.009590 max_mem: 6133M [05/02 22:03:26] d2.utils.events INFO: eta: 10:36:46 iter: 499 total_loss: 2.198 loss_cls_stage0: 0.594 loss_box_reg_stage0: 0.405 loss_cls_stage1: 0.357 loss_box_reg_stage1: 0.311 loss_cls_stage2: 0.191 loss_box_reg_stage2: 0.127 loss_rpn_cls: 0.103 loss_rpn_loc: 0.097 time: 0.4277 data_time: 0.0049 lr: 0.009990 max_mem: 6133M [05/02 22:03:35] d2.utils.events INFO: eta: 10:36:44 iter: 519 total_loss: 2.038 loss_cls_stage0: 0.550 loss_box_reg_stage0: 0.328 loss_cls_stage1: 0.351 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d2.utils.events INFO: eta: 7:13:54 iter: 29959 total_loss: 2.181 loss_cls_stage0: 0.252 loss_box_reg_stage0: 0.271 loss_cls_stage1: 0.239 loss_box_reg_stage1: 0.482 loss_cls_stage2: 0.227 loss_box_reg_stage2: 0.542 loss_rpn_cls: 0.049 loss_rpn_loc: 0.083 time: 0.4330 data_time: 0.0049 lr: 0.020000 max_mem: 6133M [05/03 01:36:49] d2.utils.events INFO: eta: 7:13:47 iter: 29979 total_loss: 2.119 loss_cls_stage0: 0.241 loss_box_reg_stage0: 0.289 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.478 loss_cls_stage2: 0.210 loss_box_reg_stage2: 0.536 loss_rpn_cls: 0.054 loss_rpn_loc: 0.072 time: 0.4330 data_time: 0.0051 lr: 0.020000 max_mem: 6133M [05/03 01:36:58] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0029999.pth [05/03 01:36:58] d2.utils.events INFO: eta: 7:13:39 iter: 29999 total_loss: 2.101 loss_cls_stage0: 0.260 loss_box_reg_stage0: 0.275 loss_cls_stage1: 0.248 loss_box_reg_stage1: 0.438 loss_cls_stage2: 0.230 loss_box_reg_stage2: 0.499 loss_rpn_cls: 0.047 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d2.utils.events INFO: eta: 3:01:59 iter: 64839 total_loss: 1.868 loss_cls_stage0: 0.195 loss_box_reg_stage0: 0.243 loss_cls_stage1: 0.191 loss_box_reg_stage1: 0.443 loss_cls_stage2: 0.192 loss_box_reg_stage2: 0.521 loss_rpn_cls: 0.038 loss_rpn_loc: 0.062 time: 0.4333 data_time: 0.0051 lr: 0.002000 max_mem: 6133M [05/03 05:49:37] d2.utils.events INFO: eta: 3:01:51 iter: 64859 total_loss: 1.894 loss_cls_stage0: 0.205 loss_box_reg_stage0: 0.252 loss_cls_stage1: 0.199 loss_box_reg_stage1: 0.430 loss_cls_stage2: 0.197 loss_box_reg_stage2: 0.473 loss_rpn_cls: 0.042 loss_rpn_loc: 0.069 time: 0.4333 data_time: 0.0047 lr: 0.002000 max_mem: 6133M [05/03 05:49:46] d2.utils.events INFO: eta: 3:01:41 iter: 64879 total_loss: 1.786 loss_cls_stage0: 0.187 loss_box_reg_stage0: 0.231 loss_cls_stage1: 0.182 loss_box_reg_stage1: 0.412 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.471 loss_rpn_cls: 0.040 loss_rpn_loc: 0.073 time: 0.4333 data_time: 0.0048 lr: 0.002000 max_mem: 6133M [05/03 05:49:54] 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d2.utils.events INFO: eta: 3:01:07 iter: 64959 total_loss: 1.858 loss_cls_stage0: 0.196 loss_box_reg_stage0: 0.244 loss_cls_stage1: 0.184 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.183 loss_box_reg_stage2: 0.525 loss_rpn_cls: 0.039 loss_rpn_loc: 0.076 time: 0.4333 data_time: 0.0052 lr: 0.002000 max_mem: 6133M [05/03 05:50:29] d2.utils.events INFO: eta: 3:01:00 iter: 64979 total_loss: 1.841 loss_cls_stage0: 0.186 loss_box_reg_stage0: 0.233 loss_cls_stage1: 0.181 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.507 loss_rpn_cls: 0.036 loss_rpn_loc: 0.068 time: 0.4333 data_time: 0.0047 lr: 0.002000 max_mem: 6133M [05/03 05:50:38] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0064999.pth [05/03 05:50:38] d2.utils.events INFO: eta: 3:00:53 iter: 64999 total_loss: 1.865 loss_cls_stage0: 0.208 loss_box_reg_stage0: 0.251 loss_cls_stage1: 0.193 loss_box_reg_stage1: 0.448 loss_cls_stage2: 0.184 loss_box_reg_stage2: 0.507 loss_rpn_cls: 0.040 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loss_box_reg_stage2: 0.508 loss_rpn_cls: 0.029 loss_rpn_loc: 0.069 time: 0.4336 data_time: 0.0047 lr: 0.000200 max_mem: 6133M [05/03 08:47:46] d2.utils.events INFO: eta: 0:04:11 iter: 89419 total_loss: 1.780 loss_cls_stage0: 0.187 loss_box_reg_stage0: 0.243 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.422 loss_cls_stage2: 0.155 loss_box_reg_stage2: 0.498 loss_rpn_cls: 0.036 loss_rpn_loc: 0.060 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:47:55] d2.utils.events INFO: eta: 0:04:03 iter: 89439 total_loss: 1.747 loss_cls_stage0: 0.166 loss_box_reg_stage0: 0.233 loss_cls_stage1: 0.155 loss_box_reg_stage1: 0.420 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.508 loss_rpn_cls: 0.029 loss_rpn_loc: 0.060 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:48:03] d2.utils.events INFO: eta: 0:03:54 iter: 89459 total_loss: 1.763 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.420 loss_cls_stage2: 0.154 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loss_box_reg_stage2: 0.511 loss_rpn_cls: 0.030 loss_rpn_loc: 0.072 time: 0.4336 data_time: 0.0050 lr: 0.000200 max_mem: 6133M [05/03 08:49:04] d2.utils.events INFO: eta: 0:02:54 iter: 89599 total_loss: 1.829 loss_cls_stage0: 0.181 loss_box_reg_stage0: 0.230 loss_cls_stage1: 0.168 loss_box_reg_stage1: 0.434 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.493 loss_rpn_cls: 0.029 loss_rpn_loc: 0.065 time: 0.4336 data_time: 0.0044 lr: 0.000200 max_mem: 6133M [05/03 08:49:13] d2.utils.events INFO: eta: 0:02:45 iter: 89619 total_loss: 1.792 loss_cls_stage0: 0.179 loss_box_reg_stage0: 0.239 loss_cls_stage1: 0.169 loss_box_reg_stage1: 0.448 loss_cls_stage2: 0.172 loss_box_reg_stage2: 0.522 loss_rpn_cls: 0.035 loss_rpn_loc: 0.084 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:49:22] d2.utils.events INFO: eta: 0:02:36 iter: 89639 total_loss: 1.721 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.219 loss_cls_stage1: 0.163 loss_box_reg_stage1: 0.400 loss_cls_stage2: 0.155 loss_box_reg_stage2: 0.484 loss_rpn_cls: 0.036 loss_rpn_loc: 0.068 time: 0.4336 data_time: 0.0050 lr: 0.000200 max_mem: 6133M [05/03 08:49:31] d2.utils.events INFO: eta: 0:02:28 iter: 89659 total_loss: 1.802 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.227 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.446 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.504 loss_rpn_cls: 0.030 loss_rpn_loc: 0.071 time: 0.4336 data_time: 0.0051 lr: 0.000200 max_mem: 6133M [05/03 08:49:39] d2.utils.events INFO: eta: 0:02:19 iter: 89679 total_loss: 1.798 loss_cls_stage0: 0.183 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.176 loss_box_reg_stage1: 0.434 loss_cls_stage2: 0.165 loss_box_reg_stage2: 0.516 loss_rpn_cls: 0.031 loss_rpn_loc: 0.069 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:49:48] d2.utils.events INFO: eta: 0:02:10 iter: 89699 total_loss: 1.814 loss_cls_stage0: 0.172 loss_box_reg_stage0: 0.237 loss_cls_stage1: 0.168 loss_box_reg_stage1: 0.438 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.513 loss_rpn_cls: 0.033 loss_rpn_loc: 0.076 time: 0.4336 data_time: 0.0050 lr: 0.000200 max_mem: 6133M [05/03 08:49:57] d2.utils.events INFO: eta: 0:02:02 iter: 89719 total_loss: 1.802 loss_cls_stage0: 0.171 loss_box_reg_stage0: 0.237 loss_cls_stage1: 0.157 loss_box_reg_stage1: 0.437 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.478 loss_rpn_cls: 0.031 loss_rpn_loc: 0.069 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:50:05] d2.utils.events INFO: eta: 0:01:53 iter: 89739 total_loss: 1.686 loss_cls_stage0: 0.175 loss_box_reg_stage0: 0.236 loss_cls_stage1: 0.153 loss_box_reg_stage1: 0.403 loss_cls_stage2: 0.149 loss_box_reg_stage2: 0.468 loss_rpn_cls: 0.029 loss_rpn_loc: 0.064 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:50:14] d2.utils.events INFO: eta: 0:01:44 iter: 89759 total_loss: 1.756 loss_cls_stage0: 0.190 loss_box_reg_stage0: 0.227 loss_cls_stage1: 0.182 loss_box_reg_stage1: 0.399 loss_cls_stage2: 0.177 loss_box_reg_stage2: 0.485 loss_rpn_cls: 0.030 loss_rpn_loc: 0.072 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:50:23] d2.utils.events INFO: eta: 0:01:36 iter: 89779 total_loss: 1.909 loss_cls_stage0: 0.178 loss_box_reg_stage0: 0.240 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.466 loss_cls_stage2: 0.160 loss_box_reg_stage2: 0.547 loss_rpn_cls: 0.035 loss_rpn_loc: 0.076 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:50:32] d2.utils.events INFO: eta: 0:01:27 iter: 89799 total_loss: 1.564 loss_cls_stage0: 0.154 loss_box_reg_stage0: 0.204 loss_cls_stage1: 0.145 loss_box_reg_stage1: 0.373 loss_cls_stage2: 0.146 loss_box_reg_stage2: 0.437 loss_rpn_cls: 0.027 loss_rpn_loc: 0.058 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:50:40] d2.utils.events INFO: eta: 0:01:18 iter: 89819 total_loss: 1.842 loss_cls_stage0: 0.184 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.426 loss_cls_stage2: 0.165 loss_box_reg_stage2: 0.511 loss_rpn_cls: 0.037 loss_rpn_loc: 0.067 time: 0.4336 data_time: 0.0051 lr: 0.000200 max_mem: 6133M [05/03 08:50:49] d2.utils.events INFO: eta: 0:01:09 iter: 89839 total_loss: 1.781 loss_cls_stage0: 0.170 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.431 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.528 loss_rpn_cls: 0.029 loss_rpn_loc: 0.053 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:50:58] d2.utils.events INFO: eta: 0:01:01 iter: 89859 total_loss: 1.827 loss_cls_stage0: 0.194 loss_box_reg_stage0: 0.238 loss_cls_stage1: 0.192 loss_box_reg_stage1: 0.439 loss_cls_stage2: 0.182 loss_box_reg_stage2: 0.509 loss_rpn_cls: 0.033 loss_rpn_loc: 0.076 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:51:07] d2.utils.events INFO: eta: 0:00:52 iter: 89879 total_loss: 1.774 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.231 loss_cls_stage1: 0.167 loss_box_reg_stage1: 0.428 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.512 loss_rpn_cls: 0.027 loss_rpn_loc: 0.069 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:51:15] d2.utils.events INFO: eta: 0:00:43 iter: 89899 total_loss: 1.703 loss_cls_stage0: 0.178 loss_box_reg_stage0: 0.221 loss_cls_stage1: 0.164 loss_box_reg_stage1: 0.391 loss_cls_stage2: 0.166 loss_box_reg_stage2: 0.471 loss_rpn_cls: 0.033 loss_rpn_loc: 0.065 time: 0.4336 data_time: 0.0050 lr: 0.000200 max_mem: 6133M [05/03 08:51:24] d2.utils.events INFO: eta: 0:00:35 iter: 89919 total_loss: 1.779 loss_cls_stage0: 0.173 loss_box_reg_stage0: 0.236 loss_cls_stage1: 0.165 loss_box_reg_stage1: 0.436 loss_cls_stage2: 0.164 loss_box_reg_stage2: 0.499 loss_rpn_cls: 0.031 loss_rpn_loc: 0.068 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:51:33] d2.utils.events INFO: eta: 0:00:26 iter: 89939 total_loss: 1.870 loss_cls_stage0: 0.179 loss_box_reg_stage0: 0.240 loss_cls_stage1: 0.174 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.507 loss_rpn_cls: 0.034 loss_rpn_loc: 0.074 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:51:42] d2.utils.events INFO: eta: 0:00:17 iter: 89959 total_loss: 1.725 loss_cls_stage0: 0.174 loss_box_reg_stage0: 0.232 loss_cls_stage1: 0.166 loss_box_reg_stage1: 0.411 loss_cls_stage2: 0.159 loss_box_reg_stage2: 0.464 loss_rpn_cls: 0.032 loss_rpn_loc: 0.070 time: 0.4336 data_time: 0.0050 lr: 0.000200 max_mem: 6133M [05/03 08:51:50] d2.utils.events INFO: eta: 0:00:09 iter: 89979 total_loss: 1.770 loss_cls_stage0: 0.179 loss_box_reg_stage0: 0.229 loss_cls_stage1: 0.168 loss_box_reg_stage1: 0.396 loss_cls_stage2: 0.158 loss_box_reg_stage2: 0.484 loss_rpn_cls: 0.028 loss_rpn_loc: 0.071 time: 0.4336 data_time: 0.0048 lr: 0.000200 max_mem: 6133M [05/03 08:51:59] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [05/03 08:52:24] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [05/03 08:52:49] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [05/03 08:52:49] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0089999.pth [05/03 08:52:49] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_final.pth [05/03 08:52:51] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.40 seconds. [05/03 08:52:51] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [05/03 08:52:52] 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 | | | | | [05/03 08:52:52] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [05/03 08:52:52] d2.data.common INFO: Serialized dataset takes 19.39 MiB [05/03 08:52:52] d2.evaluation.evaluator INFO: Start inference on 625 images [05/03 08:52:58] d2.evaluation.evaluator INFO: Inference done 11/625. 0.0765 s / img. ETA=0:00:47 [05/03 08:53:03] d2.evaluation.evaluator INFO: Inference done 76/625. 0.0763 s / img. ETA=0:00:42 [05/03 08:53:08] d2.evaluation.evaluator INFO: Inference done 141/625. 0.0761 s / img. ETA=0:00:37 [05/03 08:53:13] d2.evaluation.evaluator INFO: Inference done 206/625. 0.0762 s / img. ETA=0:00:32 [05/03 08:53:18] d2.evaluation.evaluator INFO: Inference done 271/625. 0.0761 s / img. ETA=0:00:27 [05/03 08:53:23] d2.evaluation.evaluator INFO: Inference done 336/625. 0.0761 s / img. ETA=0:00:22 [05/03 08:53:28] d2.evaluation.evaluator INFO: Inference done 401/625. 0.0761 s / img. ETA=0:00:17 [05/03 08:53:33] d2.evaluation.evaluator INFO: Inference done 466/625. 0.0761 s / img. ETA=0:00:12 [05/03 08:53:38] d2.evaluation.evaluator INFO: Inference done 531/625. 0.0761 s / img. ETA=0:00:07 [05/03 08:53:43] d2.evaluation.evaluator INFO: Inference done 596/625. 0.0760 s / img. ETA=0:00:02 [05/03 08:53:46] d2.evaluation.evaluator INFO: Total inference time: 0:00:48.804921 (0.078718 s / img per device, on 8 devices) [05/03 08:53:46] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:47 (0.076053 s / img per device, on 8 devices) [05/03 08:53:49] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [05/03 08:53:49] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json [05/03 08:53:50] d2.evaluation.coco_evaluation INFO: Evaluating predictions ... [05/03 08:54:28] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.454 | 59.760 | 46.094 | 24.900 | 45.637 | 55.858 | [05/03 08:54:28] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 57.803 | bicycle | 31.764 | car | 46.041 | | motorcycle | 44.042 | airplane | 67.903 | bus | 68.009 | | train | 65.731 | truck | 35.884 | boat | 27.855 | | traffic light | 28.649 | fire hydrant | 69.703 | stop sign | 70.484 | | parking meter | 43.956 | bench | 24.152 | bird | 38.063 | | cat | 70.629 | dog | 62.562 | horse | 59.714 | | sheep | 52.997 | cow | 55.235 | elephant | 64.632 | | bear | 68.879 | zebra | 68.466 | giraffe | 69.910 | | backpack | 14.830 | umbrella | 38.413 | handbag | 14.599 | | tie | 35.226 | suitcase | 38.205 | frisbee | 66.565 | | skis | 23.505 | snowboard | 38.609 | sports ball | 47.285 | | kite | 44.067 | baseball bat | 27.122 | baseball glove | 36.092 | | skateboard | 53.297 | surfboard | 39.941 | tennis racket | 49.003 | | bottle | 41.507 | wine glass | 38.591 | cup | 42.819 | | fork | 35.958 | knife | 20.007 | spoon | 16.157 | | bowl | 41.965 | banana | 25.871 | apple | 21.238 | | sandwich | 33.527 | orange | 32.390 | broccoli | 21.532 | | carrot | 23.335 | hot dog | 36.181 | pizza | 53.096 | | donut | 45.045 | cake | 36.747 | chair | 26.868 | | couch | 40.381 | potted plant | 25.856 | bed | 42.115 | | dining table | 28.727 | toilet | 61.875 | tv | 56.749 | | laptop | 62.193 | mouse | 65.048 | remote | 32.899 | | keyboard | 53.261 | cell phone | 36.736 | microwave | 57.012 | | oven | 33.154 | toaster | 41.412 | sink | 37.720 | | refrigerator | 58.993 | book | 17.226 | clock | 52.225 | | vase | 39.035 | scissors | 28.054 | teddy bear | 47.518 | | hair drier | 0.000 | toothbrush | 25.442 | | | [05/03 08:54:28] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [05/03 08:54:28] d2.evaluation.testing INFO: copypaste: Task: bbox [05/03 08:54:28] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [05/03 08:54:28] d2.evaluation.testing INFO: copypaste: 42.4536,59.7605,46.0937,24.9001,45.6370,55.8579 [05/03 08:54:28] d2.utils.events INFO: eta: 0:00:00 iter: 89999 total_loss: 1.675 loss_cls_stage0: 0.163 loss_box_reg_stage0: 0.219 loss_cls_stage1: 0.159 loss_box_reg_stage1: 0.425 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.495 loss_rpn_cls: 0.031 loss_rpn_loc: 0.066 time: 0.4336 data_time: 0.0049 lr: 0.000200 max_mem: 6133M [05/03 08:54:28] d2.engine.hooks INFO: Overall training speed: 89997 iterations in 10:50:21 (0.4336 s / it) [05/03 08:54:28] d2.engine.hooks INFO: Total training time: 10:54:35 (0:04:13 on hooks)