[02/23 21:10:52] detectron2 INFO: Rank of current process: 0. World size: 8 [02/23 21:10:52] detectron2 INFO: Environment info: ------------------------ ------------------------------------------------------------------------------ sys.platform linux Python 3.6.10 |Anaconda, Inc.| (default, Jan 7 2020, 21:14:29) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1 @/home/ubuntu/mmdetection/detectron2-new-model/detectron2 detectron2 compiler GCC 5.4 detectron2 CUDA compiler 10.0 detectron2 arch flags sm_70 DETECTRON2_ENV_MODULE PyTorch 1.4.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-16GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 6.2.2 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 cv2 4.2.0 ------------------------ ------------------------------------------------------------------------------ PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, [02/23 21:10:52] detectron2 INFO: Command line arguments: Namespace(config_file='configs/Misc/my_cascade_mask_rcnn_R_50_FPN_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) [02/23 21:10:52] detectron2 INFO: Contents of args.config_file=configs/Misc/my_cascade_mask_rcnn_R_50_FPN_1x.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: #WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" WEIGHTS: "/home/ubuntu/mmdetection/detectron2/resnet50f_detectron.pth" MASK_ON: True RESNETS: DEPTH: 50 ROI_HEADS: NAME: CascadeROIHeads ROI_BOX_HEAD: CLS_AGNOSTIC_BBOX_REG: True RPN: POST_NMS_TOPK_TRAIN: 2000 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 #original:0.02 INPUT: FORMAT: "RGB" [02/23 21:10:52] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) GLOBAL: HACK: 1.0 INPUT: CROP: ENABLED: False SIZE: [0.9, 0.9] TYPE: relative_range FORMAT: RGB MASK_FORMAT: polygon MAX_SIZE_TEST: 1333 MAX_SIZE_TRAIN: 1333 MIN_SIZE_TEST: 800 MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800) MIN_SIZE_TRAIN_SAMPLING: choice MODEL: ANCHOR_GENERATOR: ANGLES: [[-90, 0, 90]] ASPECT_RATIOS: [[0.5, 1.0, 2.0]] NAME: DefaultAnchorGenerator OFFSET: 0.0 SIZES: [[32], [64], [128], [256], [512]] BACKBONE: FREEZE_AT: 2 NAME: build_resnet_fpn_backbone DEVICE: cuda FPN: FUSE_TYPE: sum IN_FEATURES: ['res2', 'res3', 'res4', 'res5'] NORM: OUT_CHANNELS: 256 KEYPOINT_ON: False LOAD_PROPOSALS: False MASK_ON: True META_ARCHITECTURE: GeneralizedRCNN PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 50 NORM: FrozenBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_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: NUM_CONV: 0 NUM_FC: 2 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 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: /home/ubuntu/mmdetection/detectron2/resnet50f_detectron.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 STEPS: (60000, 80000) WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0.0001 WEIGHT_DECAY_NORM: 0.0 TEST: AUG: ENABLED: False FLIP: True MAX_SIZE: 4000 MIN_SIZES: (400, 500, 600, 700, 800, 900, 1000, 1100, 1200) DETECTIONS_PER_IMAGE: 100 EVAL_PERIOD: 0 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: False NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [02/23 21:10:52] detectron2 INFO: Full config saved to /home/ubuntu/mmdetection/detectron2-new-model/output/config.yaml [02/23 21:10:52] d2.utils.env INFO: Using a generated random seed 52949051 [02/23 21:10:54] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral3): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral4): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output4): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (fpn_lateral5): Conv2d(2048, 256, kernel_size=(1, 1), stride=(1, 1)) (fpn_output5): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1_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): SKConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=64, out_features=32, bias=True) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=32, out_features=128, bias=True) ) (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): SKConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=64, out_features=32, bias=True) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=32, out_features=128, bias=True) ) (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): SKConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=64, out_features=32, bias=True) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=32, out_features=128, bias=True) ) (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): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv1): Conv2d( 256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=128, out_features=64, bias=True) (bn1): FrozenBatchNorm2d(num_features=64, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=64, out_features=256, bias=True) ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=128, out_features=64, bias=True) (bn1): FrozenBatchNorm2d(num_features=64, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=64, out_features=256, bias=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=128, out_features=64, bias=True) (bn1): FrozenBatchNorm2d(num_features=64, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=64, out_features=256, bias=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) (3): BottleneckBlock( (conv1): Conv2d( 512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=128, out_features=64, bias=True) (bn1): FrozenBatchNorm2d(num_features=64, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=64, out_features=256, bias=True) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) ) ) (res4): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) (conv1): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=512, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=256, out_features=128, bias=True) (bn1): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=128, out_features=512, bias=True) ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=512, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=256, out_features=128, bias=True) (bn1): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=128, out_features=512, bias=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=512, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=256, out_features=128, bias=True) (bn1): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=128, out_features=512, bias=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (3): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=512, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=256, out_features=128, bias=True) (bn1): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=128, out_features=512, bias=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (4): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=512, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=256, out_features=128, bias=True) (bn1): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=128, out_features=512, bias=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) (5): BottleneckBlock( (conv1): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=512, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=256, out_features=128, bias=True) (bn1): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=128, out_features=512, bias=True) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=1024, eps=1e-05) ) ) ) (res5): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=2, stride=2, padding=0) (shortcut): Conv2d( 1024, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) (conv1): Conv2d( 1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=1024, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=512, out_features=256, bias=True) (bn1): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=256, out_features=1024, bias=True) ) (avd_layer): AvgPool2d(kernel_size=3, stride=2, padding=1) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) (1): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=1024, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=512, out_features=256, bias=True) (bn1): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=256, out_features=1024, bias=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) (2): BottleneckBlock( (conv1): Conv2d( 2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=512, eps=1e-05) ) (conv2): SKConv2d( (conv): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn): FrozenBatchNorm2d(num_features=1024, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Linear(in_features=512, out_features=256, bias=True) (bn1): FrozenBatchNorm2d(num_features=256, eps=1e-05) (relu1): ReLU(inplace=True) (fc2): Linear(in_features=256, out_features=1024, bias=True) ) (conv3): Conv2d( 512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=2048, eps=1e-05) ) ) ) ) ) (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( (fc1): Linear(in_features=12544, out_features=1024, bias=True) (fc2): Linear(in_features=1024, out_features=1024, bias=True) ) (1): FastRCNNConvFCHead( (fc1): Linear(in_features=12544, out_features=1024, bias=True) (fc2): Linear(in_features=1024, out_features=1024, bias=True) ) (2): FastRCNNConvFCHead( (fc1): Linear(in_features=12544, out_features=1024, bias=True) (fc2): Linear(in_features=1024, out_features=1024, bias=True) ) ) (box_predictor): ModuleList( (0): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (1): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) (2): FastRCNNOutputLayers( (cls_score): Linear(in_features=1024, out_features=81, bias=True) (bbox_pred): Linear(in_features=1024, out_features=4, bias=True) ) ) (mask_pooler): ROIPooler( (level_poolers): ModuleList( (0): ROIAlign(output_size=(14, 14), spatial_scale=0.25, sampling_ratio=0, aligned=True) (1): ROIAlign(output_size=(14, 14), spatial_scale=0.125, sampling_ratio=0, aligned=True) (2): ROIAlign(output_size=(14, 14), spatial_scale=0.0625, sampling_ratio=0, aligned=True) (3): ROIAlign(output_size=(14, 14), spatial_scale=0.03125, sampling_ratio=0, aligned=True) ) ) (mask_head): MaskRCNNConvUpsampleHead( (mask_fcn1): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (mask_fcn2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (mask_fcn3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (mask_fcn4): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (deconv): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2)) (predictor): Conv2d(256, 80, kernel_size=(1, 1), stride=(1, 1)) ) ) ) [02/23 21:11:10] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 16.46 seconds. [02/23 21:11:13] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [02/23 21:11:19] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [02/23 21:11:25] d2.data.build INFO: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 257253 | bicycle | 7056 | car | 43533 | | motorcycle | 8654 | airplane | 5129 | bus | 6061 | | train | 4570 | truck | 9970 | boat | 10576 | | traffic light | 12842 | fire hydrant | 1865 | stop sign | 1983 | | parking meter | 1283 | bench | 9820 | bird | 10542 | | cat | 4766 | dog | 5500 | horse | 6567 | | sheep | 9223 | cow | 8014 | elephant | 5484 | | bear | 1294 | zebra | 5269 | giraffe | 5128 | | backpack | 8714 | umbrella | 11265 | handbag | 12342 | | tie | 6448 | suitcase | 6112 | frisbee | 2681 | | skis | 6623 | snowboard | 2681 | sports ball | 6299 | | kite | 8802 | baseball bat | 3273 | baseball gl.. | 3747 | | skateboard | 5536 | surfboard | 6095 | tennis racket | 4807 | | bottle | 24070 | wine glass | 7839 | cup | 20574 | | fork | 5474 | knife | 7760 | spoon | 6159 | | bowl | 14323 | banana | 9195 | apple | 5776 | | sandwich | 4356 | orange | 6302 | broccoli | 7261 | | carrot | 7758 | hot dog | 2884 | pizza | 5807 | | donut | 7005 | cake | 6296 | chair | 38073 | | couch | 5779 | potted plant | 8631 | bed | 4192 | | dining table | 15695 | toilet | 4149 | tv | 5803 | | laptop | 4960 | mouse | 2261 | remote | 5700 | | keyboard | 2854 | cell phone | 6422 | microwave | 1672 | | oven | 3334 | toaster | 225 | sink | 5609 | | refrigerator | 2634 | book | 24077 | clock | 6320 | | vase | 6577 | scissors | 1464 | teddy bear | 4729 | | hair drier | 198 | toothbrush | 1945 | | | | total | 849949 | | | | | [02/23 21:11:25] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 672, 704, 736, 768, 800), max_size=1333, sample_style='choice'), RandomFlip()] [02/23 21:11:25] d2.data.build INFO: Using training sampler TrainingSampler [02/23 21:11:26] fvcore.common.checkpoint INFO: Loading checkpoint from /home/ubuntu/mmdetection/detectron2/resnet50f_detectron.pth [02/23 21:11:26] fvcore.common.checkpoint INFO: Some model parameters are not in the checkpoint: backbone.fpn_lateral2.{weight, bias} backbone.fpn_output2.{weight, bias} backbone.fpn_lateral3.{weight, bias} backbone.fpn_output3.{weight, bias} backbone.fpn_lateral4.{weight, bias} backbone.fpn_output4.{weight, bias} backbone.fpn_lateral5.{weight, bias} backbone.fpn_output5.{weight, bias} proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.conv.{weight, bias} proposal_generator.rpn_head.objectness_logits.{weight, bias} proposal_generator.rpn_head.anchor_deltas.{weight, bias} roi_heads.box_head.0.fc1.{weight, bias} roi_heads.box_head.0.fc2.{weight, bias} roi_heads.box_head.1.fc1.{weight, bias} roi_heads.box_head.1.fc2.{weight, bias} roi_heads.box_head.2.fc1.{weight, bias} roi_heads.box_head.2.fc2.{weight, bias} roi_heads.box_predictor.0.cls_score.{weight, bias} roi_heads.box_predictor.0.bbox_pred.{weight, bias} roi_heads.box_predictor.1.cls_score.{weight, bias} roi_heads.box_predictor.1.bbox_pred.{weight, bias} roi_heads.box_predictor.2.cls_score.{weight, bias} roi_heads.box_predictor.2.bbox_pred.{weight, bias} roi_heads.mask_head.mask_fcn1.{weight, bias} roi_heads.mask_head.mask_fcn2.{weight, bias} roi_heads.mask_head.mask_fcn3.{weight, bias} roi_heads.mask_head.mask_fcn4.{weight, bias} roi_heads.mask_head.deconv.{weight, bias} roi_heads.mask_head.predictor.{weight, bias} [02/23 21:11:26] d2.engine.train_loop INFO: Starting training from iteration 0 [02/23 21:12:44] d2.utils.events INFO: eta: 9:09:58 iter: 19 total_loss: 3.262 loss_cls_stage0: 0.631 loss_box_reg_stage0: 0.066 loss_cls_stage1: 0.474 loss_box_reg_stage1: 0.036 loss_cls_stage2: 0.430 loss_box_reg_stage2: 0.020 loss_mask: 0.693 loss_rpn_cls: 0.689 loss_rpn_loc: 0.183 time: 0.3634 data_time: 3.5199 lr: 0.000400 max_mem: 3809M [02/23 21:12:51] d2.utils.events INFO: eta: 9:09:35 iter: 39 total_loss: 2.672 loss_cls_stage0: 0.470 loss_box_reg_stage0: 0.092 loss_cls_stage1: 0.359 loss_box_reg_stage1: 0.054 loss_cls_stage2: 0.300 loss_box_reg_stage2: 0.020 loss_mask: 0.691 loss_rpn_cls: 0.493 loss_rpn_loc: 0.154 time: 0.3688 data_time: 0.0106 lr: 0.000799 max_mem: 4079M [02/23 21:12:59] d2.utils.events INFO: eta: 9:13:53 iter: 59 total_loss: 2.544 loss_cls_stage0: 0.519 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.287 loss_box_reg_stage1: 0.110 loss_cls_stage2: 0.190 loss_box_reg_stage2: 0.033 loss_mask: 0.691 loss_rpn_cls: 0.313 loss_rpn_loc: 0.146 time: 0.3733 data_time: 0.0095 lr: 0.001199 max_mem: 4079M [02/23 21:13:06] d2.utils.events INFO: eta: 9:20:44 iter: 79 total_loss: 2.497 loss_cls_stage0: 0.517 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.272 loss_box_reg_stage1: 0.112 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.037 loss_mask: 0.691 loss_rpn_cls: 0.269 loss_rpn_loc: 0.152 time: 0.3750 data_time: 0.0093 lr: 0.001598 max_mem: 4081M [02/23 21:13:14] d2.utils.events INFO: eta: 9:22:32 iter: 99 total_loss: 2.291 loss_cls_stage0: 0.474 loss_box_reg_stage0: 0.239 loss_cls_stage1: 0.256 loss_box_reg_stage1: 0.111 loss_cls_stage2: 0.171 loss_box_reg_stage2: 0.034 loss_mask: 0.689 loss_rpn_cls: 0.227 loss_rpn_loc: 0.133 time: 0.3755 data_time: 0.0098 lr: 0.001998 max_mem: 4081M [02/23 21:13:22] d2.utils.events INFO: eta: 9:21:43 iter: 119 total_loss: 2.188 loss_cls_stage0: 0.425 loss_box_reg_stage0: 0.216 loss_cls_stage1: 0.238 loss_box_reg_stage1: 0.107 loss_cls_stage2: 0.160 loss_box_reg_stage2: 0.034 loss_mask: 0.686 loss_rpn_cls: 0.196 loss_rpn_loc: 0.123 time: 0.3750 data_time: 0.0091 lr: 0.002398 max_mem: 4081M [02/23 21:13:29] d2.utils.events INFO: eta: 9:21:06 iter: 139 total_loss: 2.092 loss_cls_stage0: 0.374 loss_box_reg_stage0: 0.178 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.090 loss_cls_stage2: 0.156 loss_box_reg_stage2: 0.026 loss_mask: 0.681 loss_rpn_cls: 0.200 loss_rpn_loc: 0.127 time: 0.3744 data_time: 0.0097 lr: 0.002797 max_mem: 4081M [02/23 21:13:36] d2.utils.events INFO: eta: 9:14:20 iter: 159 total_loss: 2.160 loss_cls_stage0: 0.397 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.235 loss_box_reg_stage1: 0.109 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.036 loss_mask: 0.678 loss_rpn_cls: 0.188 loss_rpn_loc: 0.135 time: 0.3728 data_time: 0.0093 lr: 0.003197 max_mem: 4081M [02/23 21:13:44] d2.utils.events INFO: eta: 9:13:55 iter: 179 total_loss: 2.200 loss_cls_stage0: 0.436 loss_box_reg_stage0: 0.234 loss_cls_stage1: 0.228 loss_box_reg_stage1: 0.126 loss_cls_stage2: 0.144 loss_box_reg_stage2: 0.041 loss_mask: 0.674 loss_rpn_cls: 0.157 loss_rpn_loc: 0.119 time: 0.3726 data_time: 0.0090 lr: 0.003596 max_mem: 4081M [04/06 08:00:58] detectron2 INFO: Rank of current process: 0. World size: 8 [04/06 08:01:05] detectron2 INFO: Environment info: ------------------------ ------------------------------------------------------------------------------ sys.platform linux Python 3.6.10 |Anaconda, Inc.| (default, Jan 7 2020, 21:14:29) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1 @/home/ubuntu/mmdetection/detectron2-new-model/detectron2 detectron2 compiler GCC 5.4 detectron2 CUDA compiler 10.0 detectron2 arch flags sm_70 DETECTRON2_ENV_MODULE PyTorch 1.4.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-32GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 6.2.2 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 cv2 4.2.0 ------------------------ ------------------------------------------------------------------------------ PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, [04/06 08:01:05] detectron2 INFO: Command line arguments: Namespace(config_file='configs/Misc/my_cascade_faster_rcnn_R_200_1x_syncbn_scale.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [04/06 08:01:05] detectron2 INFO: Contents of args.config_file=configs/Misc/my_cascade_faster_rcnn_R_200_1x_syncbn_scale.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: #$WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" WEIGHTS: "https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth" MASK_ON: False RESNETS: DEPTH: 200 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 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 #16 BASE_LR: 0.02 #original:0.02 INPUT: MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1333 FORMAT: "RGB" TEST: PRECISE_BN: ENABLED: True [04/06 08:01:05] 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: DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 200 NORM: SyncBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.4, 0.5] NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) IOUS: (0.5, 0.6, 0.7) ROI_BOX_HEAD: BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: True CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: CascadeROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: 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: https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 STEPS: (60000, 80000) WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0.0001 WEIGHT_DECAY_NORM: 0.0 TEST: AUG: ENABLED: False FLIP: True MAX_SIZE: 4000 MIN_SIZES: (400, 500, 600, 700, 800, 900, 1000, 1100, 1200) DETECTIONS_PER_IMAGE: 100 EVAL_PERIOD: 0 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: True NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [04/06 08:01:05] detectron2 INFO: Full config saved to /home/ubuntu/mmdetection/detectron2-new-model/output/config.yaml [04/06 08:01:05] d2.utils.env INFO: Using a generated random seed 5496796 [04/06 08:07:52] detectron2 INFO: Rank of current process: 0. World size: 8 [04/06 08:07:52] detectron2 INFO: Environment info: ------------------------ ------------------------------------------------------------------------------ sys.platform linux Python 3.6.10 |Anaconda, Inc.| (default, Jan 7 2020, 21:14:29) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1 @/home/ubuntu/mmdetection/detectron2-new-model/detectron2 detectron2 compiler GCC 5.4 detectron2 CUDA compiler 10.0 detectron2 arch flags sm_70 DETECTRON2_ENV_MODULE PyTorch 1.4.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-32GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 6.2.2 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 cv2 4.2.0 ------------------------ ------------------------------------------------------------------------------ PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, [04/06 08:07:52] detectron2 INFO: Command line arguments: Namespace(config_file='configs/Misc/my_cascade_faster_rcnn_R_200_1x_syncbn_scale.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [04/06 08:07:52] detectron2 INFO: Contents of args.config_file=configs/Misc/my_cascade_faster_rcnn_R_200_1x_syncbn_scale.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: #$WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" WEIGHTS: "https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth" MASK_ON: False RESNETS: DEPTH: 200 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 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 #16 BASE_LR: 0.02 #original:0.02 INPUT: MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1333 FORMAT: "RGB" TEST: PRECISE_BN: ENABLED: True [04/06 08:07:52] 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: DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 200 NORM: SyncBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.4, 0.5] NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) IOUS: (0.5, 0.6, 0.7) ROI_BOX_HEAD: BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: True CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: CascadeROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: 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: https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 STEPS: (60000, 80000) WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0.0001 WEIGHT_DECAY_NORM: 0.0 TEST: AUG: ENABLED: False FLIP: True MAX_SIZE: 4000 MIN_SIZES: (400, 500, 600, 700, 800, 900, 1000, 1100, 1200) DETECTIONS_PER_IMAGE: 100 EVAL_PERIOD: 0 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: True NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [04/06 08:07:52] detectron2 INFO: Full config saved to /home/ubuntu/mmdetection/detectron2-new-model/output/config.yaml [04/06 08:07:52] d2.utils.env INFO: Using a generated random seed 52584803 [04/06 08:07:54] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d( 256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral3): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral4): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral5): Conv2d( 2048, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output5): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1_1): Conv2d( 3, 64, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv1_2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv1_3): Conv2d( 64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=1, stride=1, padding=0) (shortcut): Conv2d( 128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv1): Conv2d( 128, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (4): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (5): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (6): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (7): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (8): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (9): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (10): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (11): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (12): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (13): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (14): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (15): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (16): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (17): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (18): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (19): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (20): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (21): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (22): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (23): 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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (6): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (7): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (8): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (9): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (10): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (11): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (12): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (13): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (14): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (15): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (16): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (17): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (18): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (19): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (20): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (21): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (22): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (23): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (24): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (25): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (26): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (27): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (28): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (29): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (30): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (31): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (32): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (33): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (34): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (35): 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)) ) (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)) ) (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)) ) (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)) ) (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) ) ) ) ) [04/06 08:09:43] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 108.62 seconds. [04/06 08:09:44] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/06 08:09:52] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/06 08:09:56] 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 | | | | | [04/06 08:09:56] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [04/06 08:09:56] d2.data.build INFO: Using training sampler TrainingSampler [04/06 08:10:24] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 24.45 seconds. [04/06 08:10:25] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/06 08:10:35] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/06 08:10:39] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [04/06 08:10:39] d2.data.build INFO: Using training sampler TrainingSampler [04/06 08:10:44] fvcore.common.checkpoint INFO: Loading checkpoint from https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth [04/06 08:10:46] fvcore.common.file_io INFO: URL https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth cached in /home/ubuntu/.torch/fvcore_cache/encoding/models/resnest200_detectron-b13b91ae.pth [04/06 08:10:46] fvcore.common.checkpoint INFO: Some model parameters are not in the checkpoint: backbone.fpn_lateral2.weight backbone.fpn_lateral2.norm.{weight, bias, running_mean, running_var} backbone.fpn_output2.weight backbone.fpn_output2.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral3.weight backbone.fpn_lateral3.norm.{weight, bias, running_mean, running_var} backbone.fpn_output3.weight backbone.fpn_output3.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral4.weight backbone.fpn_lateral4.norm.{weight, bias, running_mean, running_var} backbone.fpn_output4.weight backbone.fpn_output4.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral5.weight backbone.fpn_lateral5.norm.{weight, bias, running_mean, running_var} backbone.fpn_output5.weight backbone.fpn_output5.norm.{weight, bias, running_mean, running_var} proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.conv.{weight, bias} proposal_generator.rpn_head.objectness_logits.{weight, bias} proposal_generator.rpn_head.anchor_deltas.{weight, bias} roi_heads.box_head.0.conv1.weight roi_heads.box_head.0.conv1.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.conv2.weight roi_heads.box_head.0.conv2.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.conv3.weight roi_heads.box_head.0.conv3.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.conv4.weight roi_heads.box_head.0.conv4.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.fc1.{weight, bias} roi_heads.box_head.1.conv1.weight roi_heads.box_head.1.conv1.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.conv2.weight roi_heads.box_head.1.conv2.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.conv3.weight roi_heads.box_head.1.conv3.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.conv4.weight roi_heads.box_head.1.conv4.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.fc1.{weight, bias} roi_heads.box_head.2.conv1.weight roi_heads.box_head.2.conv1.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.conv2.weight roi_heads.box_head.2.conv2.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.conv3.weight roi_heads.box_head.2.conv3.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.conv4.weight roi_heads.box_head.2.conv4.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.fc1.{weight, bias} roi_heads.box_predictor.0.cls_score.{weight, bias} roi_heads.box_predictor.0.bbox_pred.{weight, bias} roi_heads.box_predictor.1.cls_score.{weight, bias} roi_heads.box_predictor.1.bbox_pred.{weight, bias} roi_heads.box_predictor.2.cls_score.{weight, bias} roi_heads.box_predictor.2.bbox_pred.{weight, bias} [04/06 08:10:46] d2.engine.train_loop INFO: Starting training from iteration 0 [04/06 08:12:16] d2.utils.events INFO: eta: 1 day, 5:23:03 iter: 19 total_loss: 11.485 loss_cls_stage0: 3.681 loss_box_reg_stage0: 0.046 loss_cls_stage1: 3.461 loss_box_reg_stage1: 0.021 loss_cls_stage2: 3.413 loss_box_reg_stage2: 0.009 loss_rpn_cls: 0.693 loss_rpn_loc: 0.177 time: 1.1858 data_time: 3.0890 lr: 0.000400 max_mem: 16514M [04/06 08:12:40] d2.utils.events INFO: eta: 1 day, 5:57:05 iter: 39 total_loss: 1.798 loss_cls_stage0: 0.344 loss_box_reg_stage0: 0.031 loss_cls_stage1: 0.276 loss_box_reg_stage1: 0.015 loss_cls_stage2: 0.257 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.676 loss_rpn_loc: 0.146 time: 1.1938 data_time: 0.0050 lr: 0.000799 max_mem: 16514M [04/06 08:13:04] d2.utils.events INFO: eta: 1 day, 6:06:01 iter: 59 total_loss: 2.172 loss_cls_stage0: 0.477 loss_box_reg_stage0: 0.026 loss_cls_stage1: 0.405 loss_box_reg_stage1: 0.017 loss_cls_stage2: 0.389 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.635 loss_rpn_loc: 0.163 time: 1.1997 data_time: 0.0048 lr: 0.001199 max_mem: 16514M [04/06 08:13:28] d2.utils.events INFO: eta: 1 day, 6:10:57 iter: 79 total_loss: 1.461 loss_cls_stage0: 0.238 loss_box_reg_stage0: 0.052 loss_cls_stage1: 0.208 loss_box_reg_stage1: 0.029 loss_cls_stage2: 0.207 loss_box_reg_stage2: 0.012 loss_rpn_cls: 0.597 loss_rpn_loc: 0.150 time: 1.2031 data_time: 0.0048 lr: 0.001598 max_mem: 16514M [04/06 08:13:53] d2.utils.events INFO: eta: 1 day, 6:10:33 iter: 99 total_loss: 1.220 loss_cls_stage0: 0.181 loss_box_reg_stage0: 0.038 loss_cls_stage1: 0.147 loss_box_reg_stage1: 0.021 loss_cls_stage2: 0.133 loss_box_reg_stage2: 0.007 loss_rpn_cls: 0.541 loss_rpn_loc: 0.140 time: 1.2060 data_time: 0.0050 lr: 0.001998 max_mem: 16514M [04/06 08:14:17] d2.utils.events INFO: eta: 1 day, 6:15:13 iter: 119 total_loss: 1.178 loss_cls_stage0: 0.164 loss_box_reg_stage0: 0.029 loss_cls_stage1: 0.132 loss_box_reg_stage1: 0.014 loss_cls_stage2: 0.119 loss_box_reg_stage2: 0.006 loss_rpn_cls: 0.508 loss_rpn_loc: 0.148 time: 1.2085 data_time: 0.0052 lr: 0.002398 max_mem: 16514M [04/06 08:14:42] d2.utils.events INFO: eta: 1 day, 6:18:18 iter: 139 total_loss: 1.174 loss_cls_stage0: 0.187 loss_box_reg_stage0: 0.050 loss_cls_stage1: 0.142 loss_box_reg_stage1: 0.023 loss_cls_stage2: 0.122 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.470 loss_rpn_loc: 0.142 time: 1.2114 data_time: 0.0052 lr: 0.002797 max_mem: 16514M [04/06 08:15:06] d2.utils.events INFO: eta: 1 day, 6:19:26 iter: 159 total_loss: 1.181 loss_cls_stage0: 0.207 loss_box_reg_stage0: 0.043 loss_cls_stage1: 0.154 loss_box_reg_stage1: 0.025 loss_cls_stage2: 0.133 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.427 loss_rpn_loc: 0.146 time: 1.2131 data_time: 0.0048 lr: 0.003197 max_mem: 16514M [04/06 08:15:31] d2.utils.events INFO: eta: 1 day, 6:17:30 iter: 179 total_loss: 1.068 loss_cls_stage0: 0.196 loss_box_reg_stage0: 0.047 loss_cls_stage1: 0.147 loss_box_reg_stage1: 0.025 loss_cls_stage2: 0.127 loss_box_reg_stage2: 0.010 loss_rpn_cls: 0.400 loss_rpn_loc: 0.132 time: 1.2117 data_time: 0.0051 lr: 0.003596 max_mem: 16514M [04/06 08:15:55] d2.utils.events INFO: eta: 1 day, 6:15:03 iter: 199 total_loss: 1.108 loss_cls_stage0: 0.219 loss_box_reg_stage0: 0.060 loss_cls_stage1: 0.160 loss_box_reg_stage1: 0.035 loss_cls_stage2: 0.130 loss_box_reg_stage2: 0.011 loss_rpn_cls: 0.370 loss_rpn_loc: 0.134 time: 1.2103 data_time: 0.0054 lr: 0.003996 max_mem: 16514M [04/06 08:16:19] d2.utils.events INFO: eta: 1 day, 6:14:18 iter: 219 total_loss: 1.225 loss_cls_stage0: 0.249 loss_box_reg_stage0: 0.087 loss_cls_stage1: 0.176 loss_box_reg_stage1: 0.043 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.017 loss_rpn_cls: 0.358 loss_rpn_loc: 0.138 time: 1.2101 data_time: 0.0053 lr: 0.004396 max_mem: 16514M [04/06 08:16:43] d2.utils.events INFO: eta: 1 day, 6:11:34 iter: 239 total_loss: 1.126 loss_cls_stage0: 0.249 loss_box_reg_stage0: 0.104 loss_cls_stage1: 0.155 loss_box_reg_stage1: 0.048 loss_cls_stage2: 0.117 loss_box_reg_stage2: 0.020 loss_rpn_cls: 0.282 loss_rpn_loc: 0.121 time: 1.2095 data_time: 0.0048 lr: 0.004795 max_mem: 16514M [04/06 08:17:07] d2.utils.events INFO: eta: 1 day, 6:12:11 iter: 259 total_loss: 1.490 loss_cls_stage0: 0.364 loss_box_reg_stage0: 0.169 loss_cls_stage1: 0.217 loss_box_reg_stage1: 0.083 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.035 loss_rpn_cls: 0.268 loss_rpn_loc: 0.142 time: 1.2099 data_time: 0.0047 lr: 0.005195 max_mem: 16514M [04/06 08:17:32] d2.utils.events INFO: eta: 1 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INFO: eta: 1 day, 6:08:06 iter: 339 total_loss: 1.630 loss_cls_stage0: 0.488 loss_box_reg_stage0: 0.283 loss_cls_stage1: 0.249 loss_box_reg_stage1: 0.149 loss_cls_stage2: 0.147 loss_box_reg_stage2: 0.049 loss_rpn_cls: 0.149 loss_rpn_loc: 0.116 time: 1.2087 data_time: 0.0049 lr: 0.006793 max_mem: 16514M [04/06 08:19:08] d2.utils.events INFO: eta: 1 day, 6:07:42 iter: 359 total_loss: 1.709 loss_cls_stage0: 0.483 loss_box_reg_stage0: 0.302 loss_cls_stage1: 0.262 loss_box_reg_stage1: 0.166 loss_cls_stage2: 0.161 loss_box_reg_stage2: 0.056 loss_rpn_cls: 0.127 loss_rpn_loc: 0.118 time: 1.2082 data_time: 0.0051 lr: 0.007193 max_mem: 16514M [04/06 08:19:32] d2.utils.events INFO: eta: 1 day, 6:06:10 iter: 379 total_loss: 1.658 loss_cls_stage0: 0.499 loss_box_reg_stage0: 0.275 loss_cls_stage1: 0.260 loss_box_reg_stage1: 0.158 loss_cls_stage2: 0.153 loss_box_reg_stage2: 0.056 loss_rpn_cls: 0.121 loss_rpn_loc: 0.111 time: 1.2080 data_time: 0.0052 lr: 0.007592 max_mem: 16514M [04/06 08:19:56] d2.utils.events INFO: eta: 1 day, 6:04:21 iter: 399 total_loss: 1.931 loss_cls_stage0: 0.554 loss_box_reg_stage0: 0.356 loss_cls_stage1: 0.298 loss_box_reg_stage1: 0.189 loss_cls_stage2: 0.178 loss_box_reg_stage2: 0.067 loss_rpn_cls: 0.131 loss_rpn_loc: 0.135 time: 1.2073 data_time: 0.0049 lr: 0.007992 max_mem: 16514M [04/06 08:20:20] d2.utils.events INFO: eta: 1 day, 6:03:57 iter: 419 total_loss: 1.819 loss_cls_stage0: 0.509 loss_box_reg_stage0: 0.333 loss_cls_stage1: 0.287 loss_box_reg_stage1: 0.196 loss_cls_stage2: 0.162 loss_box_reg_stage2: 0.068 loss_rpn_cls: 0.122 loss_rpn_loc: 0.141 time: 1.2074 data_time: 0.0052 lr: 0.008392 max_mem: 16514M [04/06 08:20:45] d2.utils.events INFO: eta: 1 day, 6:03:51 iter: 439 total_loss: 1.886 loss_cls_stage0: 0.555 loss_box_reg_stage0: 0.358 loss_cls_stage1: 0.304 loss_box_reg_stage1: 0.232 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.082 loss_rpn_cls: 0.110 loss_rpn_loc: 0.119 time: 1.2076 data_time: 0.0048 lr: 0.008791 max_mem: 16514M [04/06 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[04/06 09:43:08] d2.utils.events INFO: eta: 1 day, 4:46:56 iter: 4519 total_loss: 2.391 loss_cls_stage0: 0.292 loss_box_reg_stage0: 0.314 loss_cls_stage1: 0.275 loss_box_reg_stage1: 0.531 loss_cls_stage2: 0.244 loss_box_reg_stage2: 0.570 loss_rpn_cls: 0.053 loss_rpn_loc: 0.087 time: 1.2084 data_time: 0.0051 lr: 0.020000 max_mem: 16514M [04/06 09:43:32] d2.utils.events INFO: eta: 1 day, 4:46:19 iter: 4539 total_loss: 2.657 loss_cls_stage0: 0.324 loss_box_reg_stage0: 0.344 loss_cls_stage1: 0.307 loss_box_reg_stage1: 0.577 loss_cls_stage2: 0.268 loss_box_reg_stage2: 0.640 loss_rpn_cls: 0.064 loss_rpn_loc: 0.099 time: 1.2084 data_time: 0.0049 lr: 0.020000 max_mem: 16514M [04/06 09:43:56] d2.utils.events INFO: eta: 1 day, 4:46:59 iter: 4559 total_loss: 2.346 loss_cls_stage0: 0.274 loss_box_reg_stage0: 0.306 loss_cls_stage1: 0.257 loss_box_reg_stage1: 0.530 loss_cls_stage2: 0.238 loss_box_reg_stage2: 0.575 loss_rpn_cls: 0.053 loss_rpn_loc: 0.091 time: 1.2084 data_time: 0.0051 lr: 0.020000 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[04/06 09:58:28] d2.utils.events INFO: eta: 1 day, 4:27:08 iter: 5279 total_loss: 2.245 loss_cls_stage0: 0.258 loss_box_reg_stage0: 0.308 loss_cls_stage1: 0.249 loss_box_reg_stage1: 0.495 loss_cls_stage2: 0.229 loss_box_reg_stage2: 0.540 loss_rpn_cls: 0.053 loss_rpn_loc: 0.101 time: 1.2081 data_time: 0.0048 lr: 0.020000 max_mem: 16514M [04/06 09:58:52] d2.utils.events INFO: eta: 1 day, 4:27:29 iter: 5299 total_loss: 2.363 loss_cls_stage0: 0.263 loss_box_reg_stage0: 0.321 loss_cls_stage1: 0.258 loss_box_reg_stage1: 0.542 loss_cls_stage2: 0.241 loss_box_reg_stage2: 0.569 loss_rpn_cls: 0.054 loss_rpn_loc: 0.094 time: 1.2081 data_time: 0.0049 lr: 0.020000 max_mem: 16514M [04/06 09:59:17] d2.utils.events INFO: eta: 1 day, 4:27:21 iter: 5319 total_loss: 2.163 loss_cls_stage0: 0.255 loss_box_reg_stage0: 0.298 loss_cls_stage1: 0.239 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.222 loss_box_reg_stage2: 0.515 loss_rpn_cls: 0.053 loss_rpn_loc: 0.082 time: 1.2081 data_time: 0.0051 lr: 0.020000 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[04/06 10:59:05] d2.utils.events INFO: eta: 1 day, 3:25:37 iter: 8279 total_loss: 2.082 loss_cls_stage0: 0.238 loss_box_reg_stage0: 0.279 loss_cls_stage1: 0.218 loss_box_reg_stage1: 0.485 loss_cls_stage2: 0.207 loss_box_reg_stage2: 0.543 loss_rpn_cls: 0.042 loss_rpn_loc: 0.080 time: 1.2085 data_time: 0.0047 lr: 0.020000 max_mem: 16514M [04/06 10:59:30] d2.utils.events INFO: eta: 1 day, 3:25:38 iter: 8299 total_loss: 2.187 loss_cls_stage0: 0.241 loss_box_reg_stage0: 0.293 loss_cls_stage1: 0.228 loss_box_reg_stage1: 0.506 loss_cls_stage2: 0.216 loss_box_reg_stage2: 0.568 loss_rpn_cls: 0.051 loss_rpn_loc: 0.081 time: 1.2086 data_time: 0.0050 lr: 0.020000 max_mem: 16514M [04/06 10:59:53] d2.utils.events INFO: eta: 1 day, 3:25:00 iter: 8319 total_loss: 2.161 loss_cls_stage0: 0.230 loss_box_reg_stage0: 0.284 loss_cls_stage1: 0.230 loss_box_reg_stage1: 0.490 loss_cls_stage2: 0.207 loss_box_reg_stage2: 0.563 loss_rpn_cls: 0.042 loss_rpn_loc: 0.086 time: 1.2085 data_time: 0.0049 lr: 0.020000 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[04/06 11:19:15] d2.utils.events INFO: eta: 1 day, 3:08:34 iter: 9279 total_loss: 2.325 loss_cls_stage0: 0.232 loss_box_reg_stage0: 0.304 loss_cls_stage1: 0.228 loss_box_reg_stage1: 0.534 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.600 loss_rpn_cls: 0.045 loss_rpn_loc: 0.088 time: 1.2084 data_time: 0.0051 lr: 0.020000 max_mem: 16514M [04/06 11:19:39] d2.utils.events INFO: eta: 1 day, 3:07:37 iter: 9299 total_loss: 2.191 loss_cls_stage0: 0.238 loss_box_reg_stage0: 0.286 loss_cls_stage1: 0.234 loss_box_reg_stage1: 0.506 loss_cls_stage2: 0.225 loss_box_reg_stage2: 0.569 loss_rpn_cls: 0.051 loss_rpn_loc: 0.095 time: 1.2084 data_time: 0.0051 lr: 0.020000 max_mem: 16514M [04/06 11:20:04] d2.utils.events INFO: eta: 1 day, 3:07:12 iter: 9319 total_loss: 2.211 loss_cls_stage0: 0.222 loss_box_reg_stage0: 0.284 loss_cls_stage1: 0.215 loss_box_reg_stage1: 0.498 loss_cls_stage2: 0.210 loss_box_reg_stage2: 0.572 loss_rpn_cls: 0.044 loss_rpn_loc: 0.079 time: 1.2084 data_time: 0.0049 lr: 0.020000 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[04/06 13:08:22] d2.utils.events INFO: eta: 1 day, 1:25:53 iter: 14679 total_loss: 2.228 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.300 loss_cls_stage1: 0.223 loss_box_reg_stage1: 0.518 loss_cls_stage2: 0.213 loss_box_reg_stage2: 0.575 loss_rpn_cls: 0.047 loss_rpn_loc: 0.089 time: 1.2087 data_time: 0.0050 lr: 0.020000 max_mem: 16514M [04/06 13:08:46] d2.utils.events INFO: eta: 1 day, 1:25:52 iter: 14699 total_loss: 2.078 loss_cls_stage0: 0.221 loss_box_reg_stage0: 0.263 loss_cls_stage1: 0.217 loss_box_reg_stage1: 0.470 loss_cls_stage2: 0.197 loss_box_reg_stage2: 0.563 loss_rpn_cls: 0.040 loss_rpn_loc: 0.076 time: 1.2087 data_time: 0.0050 lr: 0.020000 max_mem: 16514M [04/06 13:09:11] d2.utils.events INFO: eta: 1 day, 1:25:43 iter: 14719 total_loss: 2.024 loss_cls_stage0: 0.209 loss_box_reg_stage0: 0.262 loss_cls_stage1: 0.206 loss_box_reg_stage1: 0.480 loss_cls_stage2: 0.199 loss_box_reg_stage2: 0.559 loss_rpn_cls: 0.037 loss_rpn_loc: 0.082 time: 1.2087 data_time: 0.0050 lr: 0.020000 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21:40:45] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0039999.pth [04/06 21:40:46] d2.utils.events INFO: eta: 16:51:28 iter: 39999 total_loss: 1.832 loss_cls_stage0: 0.185 loss_box_reg_stage0: 0.243 loss_cls_stage1: 0.182 loss_box_reg_stage1: 0.448 loss_cls_stage2: 0.176 loss_box_reg_stage2: 0.547 loss_rpn_cls: 0.035 loss_rpn_loc: 0.069 time: 1.2102 data_time: 0.0050 lr: 0.020000 max_mem: 16514M [04/06 21:41:10] d2.utils.events INFO: eta: 16:50:46 iter: 40019 total_loss: 1.850 loss_cls_stage0: 0.186 loss_box_reg_stage0: 0.247 loss_cls_stage1: 0.181 loss_box_reg_stage1: 0.432 loss_cls_stage2: 0.179 loss_box_reg_stage2: 0.510 loss_rpn_cls: 0.035 loss_rpn_loc: 0.070 time: 1.2102 data_time: 0.0050 lr: 0.020000 max_mem: 16514M [04/06 21:41:35] d2.utils.events INFO: eta: 16:50:10 iter: 40039 total_loss: 1.857 loss_cls_stage0: 0.195 loss_box_reg_stage0: 0.244 loss_cls_stage1: 0.197 loss_box_reg_stage1: 0.441 loss_cls_stage2: 0.191 loss_box_reg_stage2: 0.522 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max_mem: 16514M [04/07 09:29:28] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0074999.pth [04/07 09:29:29] d2.utils.events INFO: eta: 5:03:10 iter: 74999 total_loss: 1.563 loss_cls_stage0: 0.131 loss_box_reg_stage0: 0.195 loss_cls_stage1: 0.118 loss_box_reg_stage1: 0.397 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.507 loss_rpn_cls: 0.017 loss_rpn_loc: 0.057 time: 1.2111 data_time: 0.0053 lr: 0.002000 max_mem: 16514M [04/07 09:29:53] d2.utils.events INFO: eta: 5:02:46 iter: 75019 total_loss: 1.720 loss_cls_stage0: 0.146 loss_box_reg_stage0: 0.219 loss_cls_stage1: 0.138 loss_box_reg_stage1: 0.421 loss_cls_stage2: 0.142 loss_box_reg_stage2: 0.541 loss_rpn_cls: 0.021 loss_rpn_loc: 0.060 time: 1.2111 data_time: 0.0050 lr: 0.002000 max_mem: 16514M [04/07 09:30:18] d2.utils.events INFO: eta: 5:02:29 iter: 75039 total_loss: 1.641 loss_cls_stage0: 0.140 loss_box_reg_stage0: 0.217 loss_cls_stage1: 0.135 loss_box_reg_stage1: 0.414 loss_cls_stage2: 0.136 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14:20:48] d2.utils.events INFO: eta: 0:12:34 iter: 89379 total_loss: 1.605 loss_cls_stage0: 0.130 loss_box_reg_stage0: 0.208 loss_cls_stage1: 0.122 loss_box_reg_stage1: 0.409 loss_cls_stage2: 0.128 loss_box_reg_stage2: 0.531 loss_rpn_cls: 0.018 loss_rpn_loc: 0.059 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:21:12] d2.utils.events INFO: eta: 0:12:10 iter: 89399 total_loss: 1.579 loss_cls_stage0: 0.131 loss_box_reg_stage0: 0.201 loss_cls_stage1: 0.128 loss_box_reg_stage1: 0.403 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.508 loss_rpn_cls: 0.020 loss_rpn_loc: 0.055 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:21:37] d2.utils.events INFO: eta: 0:11:45 iter: 89419 total_loss: 1.601 loss_cls_stage0: 0.127 loss_box_reg_stage0: 0.203 loss_cls_stage1: 0.121 loss_box_reg_stage1: 0.411 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.508 loss_rpn_cls: 0.018 loss_rpn_loc: 0.064 time: 1.2113 data_time: 0.0048 lr: 0.000200 max_mem: 16514M [04/07 14:22:01] d2.utils.events INFO: eta: 0:11:21 iter: 89439 total_loss: 1.561 loss_cls_stage0: 0.127 loss_box_reg_stage0: 0.197 loss_cls_stage1: 0.123 loss_box_reg_stage1: 0.409 loss_cls_stage2: 0.120 loss_box_reg_stage2: 0.518 loss_rpn_cls: 0.019 loss_rpn_loc: 0.066 time: 1.2113 data_time: 0.0052 lr: 0.000200 max_mem: 16514M [04/07 14:22:25] d2.utils.events INFO: eta: 0:10:57 iter: 89459 total_loss: 1.604 loss_cls_stage0: 0.132 loss_box_reg_stage0: 0.210 loss_cls_stage1: 0.138 loss_box_reg_stage1: 0.418 loss_cls_stage2: 0.133 loss_box_reg_stage2: 0.508 loss_rpn_cls: 0.018 loss_rpn_loc: 0.054 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:22:49] d2.utils.events INFO: eta: 0:10:32 iter: 89479 total_loss: 1.544 loss_cls_stage0: 0.117 loss_box_reg_stage0: 0.197 loss_cls_stage1: 0.123 loss_box_reg_stage1: 0.395 loss_cls_stage2: 0.123 loss_box_reg_stage2: 0.495 loss_rpn_cls: 0.016 loss_rpn_loc: 0.055 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:23:13] d2.utils.events INFO: eta: 0:10:08 iter: 89499 total_loss: 1.467 loss_cls_stage0: 0.127 loss_box_reg_stage0: 0.191 loss_cls_stage1: 0.128 loss_box_reg_stage1: 0.367 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.463 loss_rpn_cls: 0.019 loss_rpn_loc: 0.046 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:23:37] d2.utils.events INFO: eta: 0:09:44 iter: 89519 total_loss: 1.562 loss_cls_stage0: 0.126 loss_box_reg_stage0: 0.206 loss_cls_stage1: 0.120 loss_box_reg_stage1: 0.392 loss_cls_stage2: 0.119 loss_box_reg_stage2: 0.497 loss_rpn_cls: 0.020 loss_rpn_loc: 0.054 time: 1.2113 data_time: 0.0054 lr: 0.000200 max_mem: 16514M [04/07 14:24:02] d2.utils.events INFO: eta: 0:09:20 iter: 89539 total_loss: 1.596 loss_cls_stage0: 0.124 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.122 loss_box_reg_stage1: 0.406 loss_cls_stage2: 0.123 loss_box_reg_stage2: 0.523 loss_rpn_cls: 0.020 loss_rpn_loc: 0.068 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:24:26] d2.utils.events INFO: eta: 0:08:55 iter: 89559 total_loss: 1.390 loss_cls_stage0: 0.111 loss_box_reg_stage0: 0.176 loss_cls_stage1: 0.106 loss_box_reg_stage1: 0.350 loss_cls_stage2: 0.107 loss_box_reg_stage2: 0.468 loss_rpn_cls: 0.015 loss_rpn_loc: 0.056 time: 1.2113 data_time: 0.0052 lr: 0.000200 max_mem: 16514M [04/07 14:24:50] d2.utils.events INFO: eta: 0:08:31 iter: 89579 total_loss: 1.498 loss_cls_stage0: 0.124 loss_box_reg_stage0: 0.184 loss_cls_stage1: 0.122 loss_box_reg_stage1: 0.385 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.502 loss_rpn_cls: 0.019 loss_rpn_loc: 0.052 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:25:15] d2.utils.events INFO: eta: 0:08:07 iter: 89599 total_loss: 1.573 loss_cls_stage0: 0.133 loss_box_reg_stage0: 0.202 loss_cls_stage1: 0.133 loss_box_reg_stage1: 0.388 loss_cls_stage2: 0.134 loss_box_reg_stage2: 0.490 loss_rpn_cls: 0.021 loss_rpn_loc: 0.059 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:25:39] d2.utils.events INFO: eta: 0:07:42 iter: 89619 total_loss: 1.459 loss_cls_stage0: 0.110 loss_box_reg_stage0: 0.178 loss_cls_stage1: 0.110 loss_box_reg_stage1: 0.362 loss_cls_stage2: 0.106 loss_box_reg_stage2: 0.487 loss_rpn_cls: 0.016 loss_rpn_loc: 0.058 time: 1.2113 data_time: 0.0053 lr: 0.000200 max_mem: 16514M [04/07 14:26:03] d2.utils.events INFO: eta: 0:07:18 iter: 89639 total_loss: 1.562 loss_cls_stage0: 0.128 loss_box_reg_stage0: 0.197 loss_cls_stage1: 0.121 loss_box_reg_stage1: 0.396 loss_cls_stage2: 0.121 loss_box_reg_stage2: 0.501 loss_rpn_cls: 0.017 loss_rpn_loc: 0.065 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:26:27] d2.utils.events INFO: eta: 0:06:54 iter: 89659 total_loss: 1.520 loss_cls_stage0: 0.130 loss_box_reg_stage0: 0.191 loss_cls_stage1: 0.121 loss_box_reg_stage1: 0.391 loss_cls_stage2: 0.121 loss_box_reg_stage2: 0.507 loss_rpn_cls: 0.018 loss_rpn_loc: 0.055 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:26:51] d2.utils.events INFO: eta: 0:06:29 iter: 89679 total_loss: 1.667 loss_cls_stage0: 0.134 loss_box_reg_stage0: 0.211 loss_cls_stage1: 0.136 loss_box_reg_stage1: 0.430 loss_cls_stage2: 0.141 loss_box_reg_stage2: 0.507 loss_rpn_cls: 0.024 loss_rpn_loc: 0.053 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:27:16] d2.utils.events INFO: eta: 0:06:05 iter: 89699 total_loss: 1.594 loss_cls_stage0: 0.128 loss_box_reg_stage0: 0.200 loss_cls_stage1: 0.124 loss_box_reg_stage1: 0.406 loss_cls_stage2: 0.128 loss_box_reg_stage2: 0.499 loss_rpn_cls: 0.021 loss_rpn_loc: 0.049 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:27:40] d2.utils.events INFO: eta: 0:05:41 iter: 89719 total_loss: 1.538 loss_cls_stage0: 0.139 loss_box_reg_stage0: 0.194 loss_cls_stage1: 0.129 loss_box_reg_stage1: 0.381 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.483 loss_rpn_cls: 0.020 loss_rpn_loc: 0.061 time: 1.2113 data_time: 0.0052 lr: 0.000200 max_mem: 16514M [04/07 14:28:04] d2.utils.events INFO: eta: 0:05:16 iter: 89739 total_loss: 1.553 loss_cls_stage0: 0.121 loss_box_reg_stage0: 0.197 loss_cls_stage1: 0.120 loss_box_reg_stage1: 0.385 loss_cls_stage2: 0.122 loss_box_reg_stage2: 0.487 loss_rpn_cls: 0.021 loss_rpn_loc: 0.065 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:28:28] d2.utils.events INFO: eta: 0:04:52 iter: 89759 total_loss: 1.622 loss_cls_stage0: 0.128 loss_box_reg_stage0: 0.207 loss_cls_stage1: 0.124 loss_box_reg_stage1: 0.416 loss_cls_stage2: 0.124 loss_box_reg_stage2: 0.509 loss_rpn_cls: 0.022 loss_rpn_loc: 0.059 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:28:53] d2.utils.events INFO: eta: 0:04:28 iter: 89779 total_loss: 1.587 loss_cls_stage0: 0.131 loss_box_reg_stage0: 0.204 loss_cls_stage1: 0.121 loss_box_reg_stage1: 0.408 loss_cls_stage2: 0.121 loss_box_reg_stage2: 0.533 loss_rpn_cls: 0.020 loss_rpn_loc: 0.065 time: 1.2113 data_time: 0.0048 lr: 0.000200 max_mem: 16514M [04/07 14:29:17] d2.utils.events INFO: eta: 0:04:04 iter: 89799 total_loss: 1.543 loss_cls_stage0: 0.127 loss_box_reg_stage0: 0.202 loss_cls_stage1: 0.116 loss_box_reg_stage1: 0.389 loss_cls_stage2: 0.120 loss_box_reg_stage2: 0.506 loss_rpn_cls: 0.018 loss_rpn_loc: 0.067 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:29:42] d2.utils.events INFO: eta: 0:03:39 iter: 89819 total_loss: 1.454 loss_cls_stage0: 0.112 loss_box_reg_stage0: 0.188 loss_cls_stage1: 0.113 loss_box_reg_stage1: 0.374 loss_cls_stage2: 0.109 loss_box_reg_stage2: 0.502 loss_rpn_cls: 0.014 loss_rpn_loc: 0.049 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:30:06] d2.utils.events INFO: eta: 0:03:15 iter: 89839 total_loss: 1.456 loss_cls_stage0: 0.120 loss_box_reg_stage0: 0.186 loss_cls_stage1: 0.112 loss_box_reg_stage1: 0.369 loss_cls_stage2: 0.123 loss_box_reg_stage2: 0.468 loss_rpn_cls: 0.017 loss_rpn_loc: 0.044 time: 1.2113 data_time: 0.0052 lr: 0.000200 max_mem: 16514M [04/07 14:30:30] d2.utils.events INFO: eta: 0:02:51 iter: 89859 total_loss: 1.478 loss_cls_stage0: 0.120 loss_box_reg_stage0: 0.194 loss_cls_stage1: 0.122 loss_box_reg_stage1: 0.376 loss_cls_stage2: 0.127 loss_box_reg_stage2: 0.470 loss_rpn_cls: 0.015 loss_rpn_loc: 0.045 time: 1.2113 data_time: 0.0054 lr: 0.000200 max_mem: 16514M [04/07 14:30:55] d2.utils.events INFO: eta: 0:02:26 iter: 89879 total_loss: 1.371 loss_cls_stage0: 0.121 loss_box_reg_stage0: 0.174 loss_cls_stage1: 0.120 loss_box_reg_stage1: 0.335 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.427 loss_rpn_cls: 0.018 loss_rpn_loc: 0.049 time: 1.2113 data_time: 0.0052 lr: 0.000200 max_mem: 16514M [04/07 14:31:19] d2.utils.events INFO: eta: 0:02:02 iter: 89899 total_loss: 1.478 loss_cls_stage0: 0.117 loss_box_reg_stage0: 0.186 loss_cls_stage1: 0.108 loss_box_reg_stage1: 0.377 loss_cls_stage2: 0.115 loss_box_reg_stage2: 0.493 loss_rpn_cls: 0.017 loss_rpn_loc: 0.052 time: 1.2113 data_time: 0.0051 lr: 0.000200 max_mem: 16514M [04/07 14:31:43] d2.utils.events INFO: eta: 0:01:38 iter: 89919 total_loss: 1.635 loss_cls_stage0: 0.130 loss_box_reg_stage0: 0.214 loss_cls_stage1: 0.128 loss_box_reg_stage1: 0.415 loss_cls_stage2: 0.131 loss_box_reg_stage2: 0.530 loss_rpn_cls: 0.018 loss_rpn_loc: 0.061 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:32:07] d2.utils.events INFO: eta: 0:01:13 iter: 89939 total_loss: 1.387 loss_cls_stage0: 0.104 loss_box_reg_stage0: 0.188 loss_cls_stage1: 0.099 loss_box_reg_stage1: 0.363 loss_cls_stage2: 0.103 loss_box_reg_stage2: 0.474 loss_rpn_cls: 0.016 loss_rpn_loc: 0.045 time: 1.2113 data_time: 0.0048 lr: 0.000200 max_mem: 16514M [04/07 14:32:32] d2.utils.events INFO: eta: 0:00:49 iter: 89959 total_loss: 1.389 loss_cls_stage0: 0.118 loss_box_reg_stage0: 0.179 loss_cls_stage1: 0.117 loss_box_reg_stage1: 0.356 loss_cls_stage2: 0.112 loss_box_reg_stage2: 0.452 loss_rpn_cls: 0.019 loss_rpn_loc: 0.056 time: 1.2113 data_time: 0.0050 lr: 0.000200 max_mem: 16514M [04/07 14:32:56] d2.utils.events INFO: eta: 0:00:25 iter: 89979 total_loss: 1.719 loss_cls_stage0: 0.136 loss_box_reg_stage0: 0.220 loss_cls_stage1: 0.131 loss_box_reg_stage1: 0.437 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.516 loss_rpn_cls: 0.021 loss_rpn_loc: 0.063 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:33:20] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [04/07 14:34:08] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [04/07 14:34:57] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [04/07 14:34:57] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0089999.pth [04/07 14:34:58] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_final.pth [04/07 14:35:02] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 3.02 seconds. [04/07 14:35:02] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [04/07 14:35:13] 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 | | | | | [04/07 14:35:13] d2.evaluation.evaluator INFO: Start inference on 625 images [04/07 14:35:21] d2.evaluation.evaluator INFO: Inference done 11/625. 0.1441 s / img. ETA=0:01:29 [04/07 14:35:26] d2.evaluation.evaluator INFO: Inference done 45/625. 0.1460 s / img. ETA=0:01:25 [04/07 14:35:31] d2.evaluation.evaluator INFO: Inference done 79/625. 0.1466 s / img. ETA=0:01:20 [04/07 14:35:36] d2.evaluation.evaluator INFO: Inference done 114/625. 0.1450 s / img. ETA=0:01:14 [04/07 14:35:41] d2.evaluation.evaluator INFO: Inference done 148/625. 0.1455 s / img. ETA=0:01:09 [04/07 14:35:46] d2.evaluation.evaluator INFO: Inference done 183/625. 0.1453 s / img. ETA=0:01:04 [04/07 14:35:51] d2.evaluation.evaluator INFO: Inference done 218/625. 0.1451 s / img. ETA=0:00:59 [04/07 14:35:56] d2.evaluation.evaluator INFO: Inference done 253/625. 0.1451 s / img. ETA=0:00:54 [04/07 14:36:01] d2.evaluation.evaluator INFO: Inference done 288/625. 0.1450 s / img. ETA=0:00:49 [04/07 14:36:07] d2.evaluation.evaluator INFO: Inference done 323/625. 0.1451 s / img. ETA=0:00:44 [04/07 14:36:12] d2.evaluation.evaluator INFO: Inference done 357/625. 0.1453 s / img. ETA=0:00:39 [04/07 14:36:17] d2.evaluation.evaluator INFO: Inference done 392/625. 0.1452 s / img. ETA=0:00:34 [04/07 14:36:22] d2.evaluation.evaluator INFO: Inference done 427/625. 0.1451 s / img. ETA=0:00:28 [04/07 14:36:27] d2.evaluation.evaluator INFO: Inference done 461/625. 0.1452 s / img. ETA=0:00:24 [04/07 14:36:32] d2.evaluation.evaluator INFO: Inference done 495/625. 0.1454 s / img. ETA=0:00:19 [04/07 14:36:37] d2.evaluation.evaluator INFO: Inference done 530/625. 0.1452 s / img. ETA=0:00:13 [04/07 14:36:42] d2.evaluation.evaluator INFO: Inference done 565/625. 0.1452 s / img. ETA=0:00:08 [04/07 14:36:47] d2.evaluation.evaluator INFO: Inference done 600/625. 0.1451 s / img. ETA=0:00:03 [04/07 14:36:51] d2.evaluation.evaluator INFO: Total inference time: 0:01:31.196273 (0.147091 s / img per device, on 8 devices) [04/07 14:36:51] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:01:29 (0.145109 s / img per device, on 8 devices) [04/07 14:36:52] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [04/07 14:36:52] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json [04/07 14:36:53] d2.evaluation.coco_evaluation INFO: Evaluating predictions ... [04/07 14:37:32] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.033 | 67.696 | 52.689 | 31.341 | 52.695 | 62.737 | [04/07 14:37:32] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 61.354 | bicycle | 36.901 | car | 50.881 | | motorcycle | 49.347 | airplane | 73.623 | bus | 70.304 | | train | 71.768 | truck | 43.574 | boat | 32.165 | | traffic light | 31.759 | fire hydrant | 73.014 | stop sign | 70.618 | | parking meter | 49.285 | bench | 30.101 | bird | 44.351 | | cat | 77.909 | dog | 70.276 | horse | 65.426 | | sheep | 60.280 | cow | 64.905 | elephant | 70.604 | | bear | 73.374 | zebra | 72.189 | giraffe | 74.345 | | backpack | 19.026 | umbrella | 46.744 | handbag | 21.593 | | tie | 43.212 | suitcase | 48.693 | frisbee | 71.540 | | skis | 30.964 | snowboard | 47.843 | sports ball | 54.113 | | kite | 50.101 | baseball bat | 46.370 | baseball glove | 45.067 | | skateboard | 62.628 | surfboard | 47.046 | tennis racket | 59.021 | | bottle | 46.209 | wine glass | 42.304 | cup | 50.437 | | fork | 46.833 | knife | 30.713 | spoon | 28.374 | | bowl | 47.987 | banana | 29.967 | apple | 25.389 | | sandwich | 39.691 | orange | 32.881 | broccoli | 26.519 | | carrot | 27.401 | hot dog | 44.365 | pizza | 57.958 | | donut | 57.424 | cake | 45.198 | chair | 34.565 | | couch | 47.312 | potted plant | 32.489 | bed | 50.452 | | dining table | 33.175 | toilet | 65.212 | tv | 62.213 | | laptop | 68.944 | mouse | 67.015 | remote | 48.228 | | keyboard | 56.105 | cell phone | 45.322 | microwave | 62.464 | | oven | 37.998 | toaster | 42.975 | sink | 43.532 | | refrigerator | 64.935 | book | 22.112 | clock | 56.080 | | vase | 44.037 | scissors | 42.053 | teddy bear | 56.974 | | hair drier | 10.573 | toothbrush | 35.914 | | | [04/07 14:37:33] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [04/07 14:37:33] d2.evaluation.testing INFO: copypaste: Task: bbox [04/07 14:37:33] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [04/07 14:37:33] d2.evaluation.testing INFO: copypaste: 49.0330,67.6955,52.6889,31.3413,52.6948,62.7369 [04/07 14:37:33] d2.utils.events INFO: eta: 0:00:01 iter: 89999 total_loss: 1.538 loss_cls_stage0: 0.125 loss_box_reg_stage0: 0.191 loss_cls_stage1: 0.123 loss_box_reg_stage1: 0.386 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.496 loss_rpn_cls: 0.017 loss_rpn_loc: 0.053 time: 1.2113 data_time: 0.0049 lr: 0.000200 max_mem: 16514M [04/07 14:37:33] d2.engine.hooks INFO: Overall training speed: 89997 iterations in 1 day, 6:16:59 (1.2114 s / it) [04/07 14:37:33] d2.engine.hooks INFO: Total training time: 1 day, 6:25:38 (0:08:39 on hooks) [04/09 11:54:41] detectron2 INFO: Rank of current process: 0. World size: 8 [04/09 11:54:42] detectron2 INFO: Environment info: ------------------------ ------------------------------------------------------------------------------ sys.platform linux Python 3.6.10 |Anaconda, Inc.| (default, Jan 7 2020, 21:14:29) [GCC 7.3.0] numpy 1.18.1 detectron2 0.1 @/home/ubuntu/mmdetection/detectron2-new-model/detectron2 detectron2 compiler GCC 5.4 detectron2 CUDA compiler 10.0 detectron2 arch flags sm_70 DETECTRON2_ENV_MODULE PyTorch 1.4.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torch PyTorch debug build False CUDA available True GPU 0,1,2,3,4,5,6,7 Tesla V100-SXM2-32GB CUDA_HOME /usr/local/cuda NVCC Cuda compilation tools, release 10.0, V10.0.130 Pillow 6.2.2 torchvision 0.5.0 @/home/ubuntu/anaconda3/envs/mm2/lib/python3.6/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 cv2 4.2.0 ------------------------ ------------------------------------------------------------------------------ PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 10.0 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, [04/09 11:54:42] detectron2 INFO: Command line arguments: Namespace(config_file='configs/Misc/my_cascade_faster_rcnn_R_200_1x_syncbn_scale.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=[], resume=False) [04/09 11:54:42] detectron2 INFO: Contents of args.config_file=configs/Misc/my_cascade_faster_rcnn_R_200_1x_syncbn_scale.yaml: _BASE_: "../Base-RCNN-FPN.yaml" MODEL: #$WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl" WEIGHTS: "https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth" MASK_ON: False RESNETS: DEPTH: 200 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 PIXEL_MEAN: [123.68, 116.779, 103.939] PIXEL_STD: [58.393, 57.12, 57.375] SOLVER: IMS_PER_BATCH: 16 #16 BASE_LR: 0.02 #original:0.02 INPUT: MIN_SIZE_TRAIN: (640, 800) MIN_SIZE_TRAIN_SAMPLING: "range" MAX_SIZE_TRAIN: 1333 FORMAT: "RGB" TEST: PRECISE_BN: ENABLED: True [04/09 11:54:42] 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: DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 200 NORM: SyncBN NUM_GROUPS: 1 OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.4, 0.5] NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) IOUS: (0.5, 0.6, 0.7) ROI_BOX_HEAD: BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: True CONV_DIM: 256 FC_DIM: 1024 NAME: FastRCNNConvFCHead NORM: SyncBN NUM_CONV: 4 NUM_FC: 1 POOLER_RESOLUTION: 7 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: CascadeROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: 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: https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth OUTPUT_DIR: ./output SEED: -1 SOLVER: BASE_LR: 0.02 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 5000 GAMMA: 0.1 IMS_PER_BATCH: 16 LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 90000 MOMENTUM: 0.9 STEPS: (60000, 80000) WARMUP_FACTOR: 0.001 WARMUP_ITERS: 1000 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0.0001 WEIGHT_DECAY_NORM: 0.0 TEST: AUG: ENABLED: False FLIP: True MAX_SIZE: 4000 MIN_SIZES: (400, 500, 600, 700, 800, 900, 1000, 1100, 1200) DETECTIONS_PER_IMAGE: 100 EVAL_PERIOD: 0 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] PRECISE_BN: ENABLED: True NUM_ITER: 200 VERSION: 2 VIS_PERIOD: 0 [04/09 11:54:42] detectron2 INFO: Full config saved to /home/ubuntu/mmdetection/detectron2-new-model/output/config.yaml [04/09 11:54:42] d2.utils.env INFO: Using a generated random seed 42450107 [04/09 11:54:44] d2.engine.defaults INFO: Model: GeneralizedRCNN( (backbone): FPN( (fpn_lateral2): Conv2d( 256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output2): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral3): Conv2d( 512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output3): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral4): Conv2d( 1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output4): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_lateral5): Conv2d( 2048, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (fpn_output5): Conv2d( 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): NaiveSyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) (top_block): LastLevelMaxPool() (bottom_up): ResNet( (stem): BasicStem( (conv1_1): Conv2d( 3, 64, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv1_2): Conv2d( 64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv1_3): Conv2d( 64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=128, eps=1e-05) ) ) (res2): Sequential( (0): BottleneckBlock( (shortcut_avgpool): AvgPool2d(kernel_size=1, stride=1, padding=0) (shortcut): Conv2d( 128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=256, eps=1e-05) ) (conv1): Conv2d( 128, 64, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): FrozenBatchNorm2d(num_features=64, eps=1e-05) ) (conv2): SplAtConv2d( (conv): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=2, bias=False) (bn0): FrozenBatchNorm2d(num_features=128, eps=1e-05) (relu): ReLU(inplace=True) (fc1): Conv2d(64, 32, kernel_size=(1, 1), stride=(1, 1)) (bn1): FrozenBatchNorm2d(num_features=32, eps=1e-05) (fc2): Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (4): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (5): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (6): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (7): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (8): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (9): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (10): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (11): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (12): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (13): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (14): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (15): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (16): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (17): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (18): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (19): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (20): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (21): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (22): 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)) ) (conv3): Conv2d( 128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (23): 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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (6): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (7): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (8): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (9): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (10): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (11): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (12): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (13): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (14): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (15): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (16): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (17): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (18): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (19): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (20): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (21): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (22): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (23): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (24): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (25): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (26): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (27): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (28): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (29): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (30): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (31): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (32): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (33): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (34): 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)) ) (conv3): Conv2d( 256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False (norm): NaiveSyncBatchNorm(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) ) (35): 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)) ) (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)) ) (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)) ) (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)) ) (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) ) ) ) ) [04/09 11:55:01] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 17.05 seconds. [04/09 11:55:02] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/09 11:55:09] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/09 11:55:12] 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 | | | | | [04/09 11:55:12] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [04/09 11:55:13] d2.data.build INFO: Using training sampler TrainingSampler [04/09 11:55:37] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_train2017.json takes 24.45 seconds. [04/09 11:55:38] d2.data.datasets.coco INFO: Loaded 118287 images in COCO format from datasets/coco/annotations/instances_train2017.json [04/09 11:55:49] d2.data.build INFO: Removed 1021 images with no usable annotations. 117266 images left. [04/09 11:55:53] d2.data.detection_utils INFO: TransformGens used in training: [ResizeShortestEdge(short_edge_length=(640, 800), max_size=1333, sample_style='range'), RandomFlip()] [04/09 11:55:53] d2.data.build INFO: Using training sampler TrainingSampler [04/09 11:55:55] fvcore.common.checkpoint INFO: Loading checkpoint from https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth [04/09 11:55:55] fvcore.common.file_io INFO: URL https://hangzh.s3.amazonaws.com/encoding/models/resnest200_detectron-b13b91ae.pth cached in /home/ubuntu/.torch/fvcore_cache/encoding/models/resnest200_detectron-b13b91ae.pth [04/09 11:55:56] fvcore.common.checkpoint INFO: Some model parameters are not in the checkpoint: backbone.fpn_lateral2.weight backbone.fpn_lateral2.norm.{weight, bias, running_mean, running_var} backbone.fpn_output2.weight backbone.fpn_output2.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral3.weight backbone.fpn_lateral3.norm.{weight, bias, running_mean, running_var} backbone.fpn_output3.weight backbone.fpn_output3.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral4.weight backbone.fpn_lateral4.norm.{weight, bias, running_mean, running_var} backbone.fpn_output4.weight backbone.fpn_output4.norm.{weight, bias, running_mean, running_var} backbone.fpn_lateral5.weight backbone.fpn_lateral5.norm.{weight, bias, running_mean, running_var} backbone.fpn_output5.weight backbone.fpn_output5.norm.{weight, bias, running_mean, running_var} proposal_generator.anchor_generator.cell_anchors.{0, 1, 2, 3, 4} proposal_generator.rpn_head.conv.{weight, bias} proposal_generator.rpn_head.objectness_logits.{weight, bias} proposal_generator.rpn_head.anchor_deltas.{weight, bias} roi_heads.box_head.0.conv1.weight roi_heads.box_head.0.conv1.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.conv2.weight roi_heads.box_head.0.conv2.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.conv3.weight roi_heads.box_head.0.conv3.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.conv4.weight roi_heads.box_head.0.conv4.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.0.fc1.{weight, bias} roi_heads.box_head.1.conv1.weight roi_heads.box_head.1.conv1.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.conv2.weight roi_heads.box_head.1.conv2.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.conv3.weight roi_heads.box_head.1.conv3.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.conv4.weight roi_heads.box_head.1.conv4.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.1.fc1.{weight, bias} roi_heads.box_head.2.conv1.weight roi_heads.box_head.2.conv1.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.conv2.weight roi_heads.box_head.2.conv2.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.conv3.weight roi_heads.box_head.2.conv3.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.conv4.weight roi_heads.box_head.2.conv4.norm.{weight, bias, running_mean, running_var} roi_heads.box_head.2.fc1.{weight, bias} roi_heads.box_predictor.0.cls_score.{weight, bias} roi_heads.box_predictor.0.bbox_pred.{weight, bias} roi_heads.box_predictor.1.cls_score.{weight, bias} roi_heads.box_predictor.1.bbox_pred.{weight, bias} roi_heads.box_predictor.2.cls_score.{weight, bias} roi_heads.box_predictor.2.bbox_pred.{weight, bias} [04/09 11:55:56] d2.engine.train_loop INFO: Starting training from iteration 0 [04/09 11:57:23] d2.utils.events INFO: eta: 1 day, 6:29:08 iter: 19 total_loss: 11.630 loss_cls_stage0: 3.489 loss_box_reg_stage0: 0.049 loss_cls_stage1: 3.465 loss_box_reg_stage1: 0.025 loss_cls_stage2: 3.730 loss_box_reg_stage2: 0.009 loss_rpn_cls: 0.686 loss_rpn_loc: 0.167 time: 1.2102 data_time: 3.0984 lr: 0.000400 max_mem: 16551M [04/09 11:57:47] d2.utils.events INFO: eta: 1 day, 5:56:27 iter: 39 total_loss: 1.880 loss_cls_stage0: 0.380 loss_box_reg_stage0: 0.027 loss_cls_stage1: 0.320 loss_box_reg_stage1: 0.015 loss_cls_stage2: 0.287 loss_box_reg_stage2: 0.007 loss_rpn_cls: 0.670 loss_rpn_loc: 0.164 time: 1.1970 data_time: 0.0053 lr: 0.000799 max_mem: 16551M [04/09 11:58:11] d2.utils.events INFO: eta: 1 day, 5:40:47 iter: 59 total_loss: 2.085 loss_cls_stage0: 0.447 loss_box_reg_stage0: 0.027 loss_cls_stage1: 0.404 loss_box_reg_stage1: 0.017 loss_cls_stage2: 0.406 loss_box_reg_stage2: 0.009 loss_rpn_cls: 0.639 loss_rpn_loc: 0.123 time: 1.1882 data_time: 0.0052 lr: 0.001199 max_mem: 16551M [04/09 11:58:34] d2.utils.events INFO: eta: 1 day, 5:35:42 iter: 79 total_loss: 1.493 loss_cls_stage0: 0.245 loss_box_reg_stage0: 0.055 loss_cls_stage1: 0.208 loss_box_reg_stage1: 0.028 loss_cls_stage2: 0.193 loss_box_reg_stage2: 0.012 loss_rpn_cls: 0.592 loss_rpn_loc: 0.118 time: 1.1843 data_time: 0.0052 lr: 0.001598 max_mem: 16551M [04/09 11:58:58] d2.utils.events INFO: eta: 1 day, 5:33:07 iter: 99 total_loss: 1.330 loss_cls_stage0: 0.195 loss_box_reg_stage0: 0.042 loss_cls_stage1: 0.158 loss_box_reg_stage1: 0.024 loss_cls_stage2: 0.146 loss_box_reg_stage2: 0.011 loss_rpn_cls: 0.560 loss_rpn_loc: 0.162 time: 1.1829 data_time: 0.0051 lr: 0.001998 max_mem: 16551M [04/09 11:59:22] d2.utils.events INFO: eta: 1 day, 5:34:55 iter: 119 total_loss: 1.141 loss_cls_stage0: 0.170 loss_box_reg_stage0: 0.047 loss_cls_stage1: 0.136 loss_box_reg_stage1: 0.021 loss_cls_stage2: 0.122 loss_box_reg_stage2: 0.007 loss_rpn_cls: 0.499 loss_rpn_loc: 0.142 time: 1.1836 data_time: 0.0051 lr: 0.002398 max_mem: 16551M [04/09 11:59:45] d2.utils.events INFO: eta: 1 day, 5:30:25 iter: 139 total_loss: 1.063 loss_cls_stage0: 0.167 loss_box_reg_stage0: 0.038 loss_cls_stage1: 0.129 loss_box_reg_stage1: 0.022 loss_cls_stage2: 0.116 loss_box_reg_stage2: 0.008 loss_rpn_cls: 0.445 loss_rpn_loc: 0.104 time: 1.1812 data_time: 0.0050 lr: 0.002797 max_mem: 16551M [04/09 12:00:09] d2.utils.events INFO: eta: 1 day, 5:24:29 iter: 159 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iter: 219 total_loss: 1.202 loss_cls_stage0: 0.247 loss_box_reg_stage0: 0.081 loss_cls_stage1: 0.170 loss_box_reg_stage1: 0.040 loss_cls_stage2: 0.147 loss_box_reg_stage2: 0.016 loss_rpn_cls: 0.360 loss_rpn_loc: 0.141 time: 1.1764 data_time: 0.0052 lr: 0.004396 max_mem: 16551M [04/09 12:01:42] d2.utils.events INFO: eta: 1 day, 5:15:55 iter: 239 total_loss: 1.103 loss_cls_stage0: 0.245 loss_box_reg_stage0: 0.096 loss_cls_stage1: 0.157 loss_box_reg_stage1: 0.044 loss_cls_stage2: 0.126 loss_box_reg_stage2: 0.016 loss_rpn_cls: 0.306 loss_rpn_loc: 0.128 time: 1.1775 data_time: 0.0049 lr: 0.004795 max_mem: 16551M [04/09 12:02:06] d2.utils.events INFO: eta: 1 day, 5:16:17 iter: 259 total_loss: 1.251 loss_cls_stage0: 0.310 loss_box_reg_stage0: 0.136 loss_cls_stage1: 0.186 loss_box_reg_stage1: 0.066 loss_cls_stage2: 0.134 loss_box_reg_stage2: 0.023 loss_rpn_cls: 0.265 loss_rpn_loc: 0.128 time: 1.1775 data_time: 0.0050 lr: 0.005195 max_mem: 16551M [04/09 12:02:30] d2.utils.events INFO: eta: 1 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INFO: eta: 1 day, 5:15:30 iter: 339 total_loss: 1.640 loss_cls_stage0: 0.468 loss_box_reg_stage0: 0.265 loss_cls_stage1: 0.257 loss_box_reg_stage1: 0.137 loss_cls_stage2: 0.158 loss_box_reg_stage2: 0.051 loss_rpn_cls: 0.164 loss_rpn_loc: 0.127 time: 1.1787 data_time: 0.0049 lr: 0.006793 max_mem: 16551M [04/09 12:04:05] d2.utils.events INFO: eta: 1 day, 5:17:58 iter: 359 total_loss: 1.688 loss_cls_stage0: 0.526 loss_box_reg_stage0: 0.311 loss_cls_stage1: 0.254 loss_box_reg_stage1: 0.159 loss_cls_stage2: 0.152 loss_box_reg_stage2: 0.059 loss_rpn_cls: 0.137 loss_rpn_loc: 0.111 time: 1.1791 data_time: 0.0052 lr: 0.007193 max_mem: 16551M [04/09 12:04:28] d2.utils.events INFO: eta: 1 day, 5:15:02 iter: 379 total_loss: 1.801 loss_cls_stage0: 0.503 loss_box_reg_stage0: 0.323 loss_cls_stage1: 0.286 loss_box_reg_stage1: 0.182 loss_cls_stage2: 0.170 loss_box_reg_stage2: 0.065 loss_rpn_cls: 0.117 loss_rpn_loc: 0.124 time: 1.1791 data_time: 0.0052 lr: 0.007592 max_mem: 16551M [04/09 12:04:52] d2.utils.events INFO: eta: 1 day, 5:14:31 iter: 399 total_loss: 1.791 loss_cls_stage0: 0.504 loss_box_reg_stage0: 0.328 loss_cls_stage1: 0.286 loss_box_reg_stage1: 0.203 loss_cls_stage2: 0.163 loss_box_reg_stage2: 0.077 loss_rpn_cls: 0.112 loss_rpn_loc: 0.118 time: 1.1784 data_time: 0.0050 lr: 0.007992 max_mem: 16551M [04/09 12:05:15] d2.utils.events INFO: eta: 1 day, 5:14:10 iter: 419 total_loss: 1.953 loss_cls_stage0: 0.544 loss_box_reg_stage0: 0.333 loss_cls_stage1: 0.312 loss_box_reg_stage1: 0.240 loss_cls_stage2: 0.167 loss_box_reg_stage2: 0.091 loss_rpn_cls: 0.107 loss_rpn_loc: 0.117 time: 1.1786 data_time: 0.0051 lr: 0.008392 max_mem: 16551M [04/09 12:05:39] d2.utils.events INFO: eta: 1 day, 5:13:32 iter: 439 total_loss: 1.991 loss_cls_stage0: 0.477 loss_box_reg_stage0: 0.322 loss_cls_stage1: 0.308 loss_box_reg_stage1: 0.267 loss_cls_stage2: 0.180 loss_box_reg_stage2: 0.114 loss_rpn_cls: 0.120 loss_rpn_loc: 0.158 time: 1.1781 data_time: 0.0050 lr: 0.008791 max_mem: 16551M [04/09 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[04/09 12:27:06] d2.utils.events INFO: eta: 1 day, 5:11:42 iter: 1519 total_loss: 2.670 loss_cls_stage0: 0.341 loss_box_reg_stage0: 0.356 loss_cls_stage1: 0.319 loss_box_reg_stage1: 0.555 loss_cls_stage2: 0.302 loss_box_reg_stage2: 0.595 loss_rpn_cls: 0.076 loss_rpn_loc: 0.109 time: 1.1859 data_time: 0.0051 lr: 0.020000 max_mem: 16551M [04/09 12:27:30] d2.utils.events INFO: eta: 1 day, 5:10:41 iter: 1539 total_loss: 2.620 loss_cls_stage0: 0.346 loss_box_reg_stage0: 0.328 loss_cls_stage1: 0.343 loss_box_reg_stage1: 0.552 loss_cls_stage2: 0.308 loss_box_reg_stage2: 0.574 loss_rpn_cls: 0.076 loss_rpn_loc: 0.099 time: 1.1858 data_time: 0.0048 lr: 0.020000 max_mem: 16551M [04/09 12:27:54] d2.utils.events INFO: eta: 1 day, 5:09:21 iter: 1559 total_loss: 2.436 loss_cls_stage0: 0.329 loss_box_reg_stage0: 0.324 loss_cls_stage1: 0.319 loss_box_reg_stage1: 0.523 loss_cls_stage2: 0.275 loss_box_reg_stage2: 0.522 loss_rpn_cls: 0.068 loss_rpn_loc: 0.108 time: 1.1859 data_time: 0.0046 lr: 0.020000 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[04/09 12:46:59] d2.utils.events INFO: eta: 1 day, 4:51:57 iter: 2519 total_loss: 2.485 loss_cls_stage0: 0.289 loss_box_reg_stage0: 0.330 loss_cls_stage1: 0.284 loss_box_reg_stage1: 0.521 loss_cls_stage2: 0.260 loss_box_reg_stage2: 0.573 loss_rpn_cls: 0.054 loss_rpn_loc: 0.076 time: 1.1875 data_time: 0.0052 lr: 0.020000 max_mem: 16551M [04/09 12:47:23] d2.utils.events INFO: eta: 1 day, 4:51:35 iter: 2539 total_loss: 2.279 loss_cls_stage0: 0.290 loss_box_reg_stage0: 0.309 loss_cls_stage1: 0.292 loss_box_reg_stage1: 0.498 loss_cls_stage2: 0.263 loss_box_reg_stage2: 0.559 loss_rpn_cls: 0.051 loss_rpn_loc: 0.086 time: 1.1876 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 12:47:47] d2.utils.events INFO: eta: 1 day, 4:49:43 iter: 2559 total_loss: 2.310 loss_cls_stage0: 0.295 loss_box_reg_stage0: 0.335 loss_cls_stage1: 0.287 loss_box_reg_stage1: 0.530 loss_cls_stage2: 0.248 loss_box_reg_stage2: 0.513 loss_rpn_cls: 0.061 loss_rpn_loc: 0.080 time: 1.1874 data_time: 0.0053 lr: 0.020000 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[04/09 13:06:53] d2.utils.events INFO: eta: 1 day, 4:32:47 iter: 3519 total_loss: 2.314 loss_cls_stage0: 0.278 loss_box_reg_stage0: 0.322 loss_cls_stage1: 0.266 loss_box_reg_stage1: 0.524 loss_cls_stage2: 0.251 loss_box_reg_stage2: 0.569 loss_rpn_cls: 0.063 loss_rpn_loc: 0.094 time: 1.1882 data_time: 0.0049 lr: 0.020000 max_mem: 16551M [04/09 13:07:16] d2.utils.events INFO: eta: 1 day, 4:31:45 iter: 3539 total_loss: 2.268 loss_cls_stage0: 0.284 loss_box_reg_stage0: 0.296 loss_cls_stage1: 0.273 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.254 loss_box_reg_stage2: 0.526 loss_rpn_cls: 0.048 loss_rpn_loc: 0.086 time: 1.1881 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 13:07:40] d2.utils.events INFO: eta: 1 day, 4:32:12 iter: 3559 total_loss: 2.365 loss_cls_stage0: 0.288 loss_box_reg_stage0: 0.323 loss_cls_stage1: 0.283 loss_box_reg_stage1: 0.508 loss_cls_stage2: 0.264 loss_box_reg_stage2: 0.532 loss_rpn_cls: 0.050 loss_rpn_loc: 0.083 time: 1.1881 data_time: 0.0050 lr: 0.020000 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[04/09 13:26:43] d2.utils.events INFO: eta: 1 day, 4:08:56 iter: 4519 total_loss: 2.459 loss_cls_stage0: 0.295 loss_box_reg_stage0: 0.340 loss_cls_stage1: 0.282 loss_box_reg_stage1: 0.560 loss_cls_stage2: 0.255 loss_box_reg_stage2: 0.574 loss_rpn_cls: 0.057 loss_rpn_loc: 0.083 time: 1.1881 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 13:27:07] d2.utils.events INFO: eta: 1 day, 4:08:15 iter: 4539 total_loss: 2.447 loss_cls_stage0: 0.293 loss_box_reg_stage0: 0.318 loss_cls_stage1: 0.279 loss_box_reg_stage1: 0.551 loss_cls_stage2: 0.254 loss_box_reg_stage2: 0.595 loss_rpn_cls: 0.051 loss_rpn_loc: 0.088 time: 1.1880 data_time: 0.0048 lr: 0.020000 max_mem: 16551M [04/09 13:27:31] d2.utils.events INFO: eta: 1 day, 4:08:30 iter: 4559 total_loss: 2.237 loss_cls_stage0: 0.271 loss_box_reg_stage0: 0.292 loss_cls_stage1: 0.268 loss_box_reg_stage1: 0.487 loss_cls_stage2: 0.247 loss_box_reg_stage2: 0.536 loss_rpn_cls: 0.050 loss_rpn_loc: 0.079 time: 1.1881 data_time: 0.0049 lr: 0.020000 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[04/09 13:41:56] d2.utils.events INFO: eta: 1 day, 3:53:19 iter: 5279 total_loss: 2.158 loss_cls_stage0: 0.248 loss_box_reg_stage0: 0.301 loss_cls_stage1: 0.250 loss_box_reg_stage1: 0.490 loss_cls_stage2: 0.235 loss_box_reg_stage2: 0.528 loss_rpn_cls: 0.055 loss_rpn_loc: 0.082 time: 1.1884 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 13:42:20] d2.utils.events INFO: eta: 1 day, 3:52:48 iter: 5299 total_loss: 2.204 loss_cls_stage0: 0.270 loss_box_reg_stage0: 0.299 loss_cls_stage1: 0.248 loss_box_reg_stage1: 0.490 loss_cls_stage2: 0.226 loss_box_reg_stage2: 0.544 loss_rpn_cls: 0.048 loss_rpn_loc: 0.069 time: 1.1884 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 13:42:45] d2.utils.events INFO: eta: 1 day, 3:54:30 iter: 5319 total_loss: 2.257 loss_cls_stage0: 0.260 loss_box_reg_stage0: 0.314 loss_cls_stage1: 0.261 loss_box_reg_stage1: 0.516 loss_cls_stage2: 0.231 loss_box_reg_stage2: 0.518 loss_rpn_cls: 0.053 loss_rpn_loc: 0.091 time: 1.1885 data_time: 0.0049 lr: 0.020000 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[04/09 14:01:52] d2.utils.events INFO: eta: 1 day, 3:40:52 iter: 6279 total_loss: 2.269 loss_cls_stage0: 0.267 loss_box_reg_stage0: 0.311 loss_cls_stage1: 0.254 loss_box_reg_stage1: 0.517 loss_cls_stage2: 0.244 loss_box_reg_stage2: 0.533 loss_rpn_cls: 0.056 loss_rpn_loc: 0.096 time: 1.1890 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 14:02:16] d2.utils.events INFO: eta: 1 day, 3:40:40 iter: 6299 total_loss: 2.406 loss_cls_stage0: 0.271 loss_box_reg_stage0: 0.322 loss_cls_stage1: 0.269 loss_box_reg_stage1: 0.556 loss_cls_stage2: 0.252 loss_box_reg_stage2: 0.583 loss_rpn_cls: 0.052 loss_rpn_loc: 0.090 time: 1.1890 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 14:02:40] d2.utils.events INFO: eta: 1 day, 3:39:40 iter: 6319 total_loss: 2.134 loss_cls_stage0: 0.235 loss_box_reg_stage0: 0.292 loss_cls_stage1: 0.229 loss_box_reg_stage1: 0.505 loss_cls_stage2: 0.214 loss_box_reg_stage2: 0.558 loss_rpn_cls: 0.053 loss_rpn_loc: 0.088 time: 1.1891 data_time: 0.0049 lr: 0.020000 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[04/09 14:21:48] d2.utils.events INFO: eta: 1 day, 3:24:01 iter: 7279 total_loss: 2.250 loss_cls_stage0: 0.250 loss_box_reg_stage0: 0.295 loss_cls_stage1: 0.238 loss_box_reg_stage1: 0.503 loss_cls_stage2: 0.228 loss_box_reg_stage2: 0.535 loss_rpn_cls: 0.059 loss_rpn_loc: 0.094 time: 1.1896 data_time: 0.0048 lr: 0.020000 max_mem: 16551M [04/09 14:22:12] d2.utils.events INFO: eta: 1 day, 3:24:06 iter: 7299 total_loss: 2.366 loss_cls_stage0: 0.274 loss_box_reg_stage0: 0.305 loss_cls_stage1: 0.258 loss_box_reg_stage1: 0.527 loss_cls_stage2: 0.237 loss_box_reg_stage2: 0.574 loss_rpn_cls: 0.051 loss_rpn_loc: 0.087 time: 1.1896 data_time: 0.0052 lr: 0.020000 max_mem: 16551M [04/09 14:22:36] d2.utils.events INFO: eta: 1 day, 3:24:25 iter: 7319 total_loss: 2.095 loss_cls_stage0: 0.240 loss_box_reg_stage0: 0.289 loss_cls_stage1: 0.221 loss_box_reg_stage1: 0.490 loss_cls_stage2: 0.210 loss_box_reg_stage2: 0.537 loss_rpn_cls: 0.045 loss_rpn_loc: 0.087 time: 1.1896 data_time: 0.0048 lr: 0.020000 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[04/09 14:41:44] d2.utils.events INFO: eta: 1 day, 3:04:57 iter: 8279 total_loss: 2.190 loss_cls_stage0: 0.227 loss_box_reg_stage0: 0.292 loss_cls_stage1: 0.219 loss_box_reg_stage1: 0.522 loss_cls_stage2: 0.215 loss_box_reg_stage2: 0.603 loss_rpn_cls: 0.041 loss_rpn_loc: 0.081 time: 1.1900 data_time: 0.0051 lr: 0.020000 max_mem: 16551M [04/09 14:42:08] d2.utils.events INFO: eta: 1 day, 3:03:50 iter: 8299 total_loss: 2.104 loss_cls_stage0: 0.238 loss_box_reg_stage0: 0.293 loss_cls_stage1: 0.234 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.222 loss_box_reg_stage2: 0.538 loss_rpn_cls: 0.039 loss_rpn_loc: 0.069 time: 1.1900 data_time: 0.0048 lr: 0.020000 max_mem: 16551M [04/09 14:42:31] d2.utils.events INFO: eta: 1 day, 3:02:24 iter: 8319 total_loss: 2.102 loss_cls_stage0: 0.227 loss_box_reg_stage0: 0.283 loss_cls_stage1: 0.223 loss_box_reg_stage1: 0.508 loss_cls_stage2: 0.217 loss_box_reg_stage2: 0.580 loss_rpn_cls: 0.048 loss_rpn_loc: 0.084 time: 1.1900 data_time: 0.0050 lr: 0.020000 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[04/09 15:01:40] d2.utils.events INFO: eta: 1 day, 2:47:54 iter: 9279 total_loss: 2.075 loss_cls_stage0: 0.239 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.236 loss_box_reg_stage1: 0.476 loss_cls_stage2: 0.220 loss_box_reg_stage2: 0.554 loss_rpn_cls: 0.043 loss_rpn_loc: 0.075 time: 1.1904 data_time: 0.0055 lr: 0.020000 max_mem: 16551M [04/09 15:02:04] d2.utils.events INFO: eta: 1 day, 2:47:30 iter: 9299 total_loss: 2.137 loss_cls_stage0: 0.241 loss_box_reg_stage0: 0.295 loss_cls_stage1: 0.227 loss_box_reg_stage1: 0.504 loss_cls_stage2: 0.211 loss_box_reg_stage2: 0.564 loss_rpn_cls: 0.043 loss_rpn_loc: 0.082 time: 1.1904 data_time: 0.0049 lr: 0.020000 max_mem: 16551M [04/09 15:02:28] d2.utils.events INFO: eta: 1 day, 2:47:00 iter: 9319 total_loss: 2.244 loss_cls_stage0: 0.247 loss_box_reg_stage0: 0.294 loss_cls_stage1: 0.252 loss_box_reg_stage1: 0.514 loss_cls_stage2: 0.242 loss_box_reg_stage2: 0.564 loss_rpn_cls: 0.049 loss_rpn_loc: 0.090 time: 1.1904 data_time: 0.0056 lr: 0.020000 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[04/09 15:34:24] d2.utils.events INFO: eta: 1 day, 2:12:15 iter: 10919 total_loss: 2.101 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.274 loss_cls_stage1: 0.225 loss_box_reg_stage1: 0.473 loss_cls_stage2: 0.219 loss_box_reg_stage2: 0.529 loss_rpn_cls: 0.047 loss_rpn_loc: 0.074 time: 1.1904 data_time: 0.0051 lr: 0.020000 max_mem: 16551M [04/09 15:34:48] d2.utils.events INFO: eta: 1 day, 2:11:08 iter: 10939 total_loss: 2.122 loss_cls_stage0: 0.228 loss_box_reg_stage0: 0.284 loss_cls_stage1: 0.219 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.212 loss_box_reg_stage2: 0.539 loss_rpn_cls: 0.052 loss_rpn_loc: 0.084 time: 1.1904 data_time: 0.0049 lr: 0.020000 max_mem: 16551M [04/09 15:35:12] d2.utils.events INFO: eta: 1 day, 2:09:34 iter: 10959 total_loss: 2.058 loss_cls_stage0: 0.212 loss_box_reg_stage0: 0.302 loss_cls_stage1: 0.202 loss_box_reg_stage1: 0.492 loss_cls_stage2: 0.205 loss_box_reg_stage2: 0.575 loss_rpn_cls: 0.042 loss_rpn_loc: 0.071 time: 1.1904 data_time: 0.0050 lr: 0.020000 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[04/09 15:53:04] d2.utils.events INFO: eta: 1 day, 1:45:47 iter: 11859 total_loss: 2.059 loss_cls_stage0: 0.226 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.464 loss_cls_stage2: 0.211 loss_box_reg_stage2: 0.551 loss_rpn_cls: 0.044 loss_rpn_loc: 0.085 time: 1.1903 data_time: 0.0049 lr: 0.020000 max_mem: 16551M [04/09 15:53:28] d2.utils.events INFO: eta: 1 day, 1:45:01 iter: 11879 total_loss: 2.050 loss_cls_stage0: 0.216 loss_box_reg_stage0: 0.278 loss_cls_stage1: 0.205 loss_box_reg_stage1: 0.474 loss_cls_stage2: 0.203 loss_box_reg_stage2: 0.519 loss_rpn_cls: 0.048 loss_rpn_loc: 0.088 time: 1.1903 data_time: 0.0047 lr: 0.020000 max_mem: 16551M [04/09 15:53:52] d2.utils.events INFO: eta: 1 day, 1:44:15 iter: 11899 total_loss: 2.134 loss_cls_stage0: 0.251 loss_box_reg_stage0: 0.288 loss_cls_stage1: 0.234 loss_box_reg_stage1: 0.476 loss_cls_stage2: 0.215 loss_box_reg_stage2: 0.534 loss_rpn_cls: 0.051 loss_rpn_loc: 0.081 time: 1.1903 data_time: 0.0047 lr: 0.020000 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[04/09 16:11:44] d2.utils.events INFO: eta: 1 day, 1:28:56 iter: 12799 total_loss: 2.071 loss_cls_stage0: 0.220 loss_box_reg_stage0: 0.270 loss_cls_stage1: 0.211 loss_box_reg_stage1: 0.480 loss_cls_stage2: 0.199 loss_box_reg_stage2: 0.542 loss_rpn_cls: 0.043 loss_rpn_loc: 0.084 time: 1.1902 data_time: 0.0048 lr: 0.020000 max_mem: 16551M [04/09 16:12:08] d2.utils.events INFO: eta: 1 day, 1:27:46 iter: 12819 total_loss: 2.086 loss_cls_stage0: 0.220 loss_box_reg_stage0: 0.272 loss_cls_stage1: 0.201 loss_box_reg_stage1: 0.491 loss_cls_stage2: 0.192 loss_box_reg_stage2: 0.560 loss_rpn_cls: 0.039 loss_rpn_loc: 0.072 time: 1.1902 data_time: 0.0053 lr: 0.020000 max_mem: 16551M [04/09 16:12:31] d2.utils.events INFO: eta: 1 day, 1:25:43 iter: 12839 total_loss: 2.100 loss_cls_stage0: 0.236 loss_box_reg_stage0: 0.276 loss_cls_stage1: 0.229 loss_box_reg_stage1: 0.470 loss_cls_stage2: 0.218 loss_box_reg_stage2: 0.550 loss_rpn_cls: 0.047 loss_rpn_loc: 0.067 time: 1.1901 data_time: 0.0046 lr: 0.020000 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[04/09 16:30:26] d2.utils.events INFO: eta: 1 day, 1:11:54 iter: 13739 total_loss: 2.086 loss_cls_stage0: 0.224 loss_box_reg_stage0: 0.263 loss_cls_stage1: 0.212 loss_box_reg_stage1: 0.451 loss_cls_stage2: 0.198 loss_box_reg_stage2: 0.517 loss_rpn_cls: 0.046 loss_rpn_loc: 0.073 time: 1.1902 data_time: 0.0046 lr: 0.020000 max_mem: 16551M [04/09 16:30:50] d2.utils.events INFO: eta: 1 day, 1:10:54 iter: 13759 total_loss: 2.000 loss_cls_stage0: 0.207 loss_box_reg_stage0: 0.259 loss_cls_stage1: 0.203 loss_box_reg_stage1: 0.454 loss_cls_stage2: 0.194 loss_box_reg_stage2: 0.493 loss_rpn_cls: 0.039 loss_rpn_loc: 0.068 time: 1.1902 data_time: 0.0051 lr: 0.020000 max_mem: 16551M [04/09 16:31:13] d2.utils.events INFO: eta: 1 day, 1:10:30 iter: 13779 total_loss: 2.150 loss_cls_stage0: 0.237 loss_box_reg_stage0: 0.290 loss_cls_stage1: 0.229 loss_box_reg_stage1: 0.488 loss_cls_stage2: 0.231 loss_box_reg_stage2: 0.552 loss_rpn_cls: 0.044 loss_rpn_loc: 0.075 time: 1.1902 data_time: 0.0048 lr: 0.020000 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[04/09 16:49:05] d2.utils.events INFO: eta: 1 day, 0:46:28 iter: 14679 total_loss: 2.000 loss_cls_stage0: 0.206 loss_box_reg_stage0: 0.281 loss_cls_stage1: 0.205 loss_box_reg_stage1: 0.475 loss_cls_stage2: 0.200 loss_box_reg_stage2: 0.550 loss_rpn_cls: 0.044 loss_rpn_loc: 0.080 time: 1.1901 data_time: 0.0052 lr: 0.020000 max_mem: 16551M [04/09 16:49:29] d2.utils.events INFO: eta: 1 day, 0:46:20 iter: 14699 total_loss: 1.947 loss_cls_stage0: 0.196 loss_box_reg_stage0: 0.254 loss_cls_stage1: 0.185 loss_box_reg_stage1: 0.465 loss_cls_stage2: 0.183 loss_box_reg_stage2: 0.547 loss_rpn_cls: 0.036 loss_rpn_loc: 0.068 time: 1.1901 data_time: 0.0052 lr: 0.020000 max_mem: 16551M [04/09 16:49:53] d2.utils.events INFO: eta: 1 day, 0:46:04 iter: 14719 total_loss: 1.963 loss_cls_stage0: 0.204 loss_box_reg_stage0: 0.248 loss_cls_stage1: 0.204 loss_box_reg_stage1: 0.455 loss_cls_stage2: 0.199 loss_box_reg_stage2: 0.546 loss_rpn_cls: 0.041 loss_rpn_loc: 0.077 time: 1.1900 data_time: 0.0050 lr: 0.020000 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[04/09 17:03:08] d2.utils.events INFO: eta: 1 day, 0:39:01 iter: 15379 total_loss: 2.095 loss_cls_stage0: 0.209 loss_box_reg_stage0: 0.282 loss_cls_stage1: 0.211 loss_box_reg_stage1: 0.489 loss_cls_stage2: 0.205 loss_box_reg_stage2: 0.567 loss_rpn_cls: 0.045 loss_rpn_loc: 0.074 time: 1.1902 data_time: 0.0051 lr: 0.020000 max_mem: 16551M [04/09 17:03:32] d2.utils.events INFO: eta: 1 day, 0:38:37 iter: 15399 total_loss: 1.997 loss_cls_stage0: 0.204 loss_box_reg_stage0: 0.256 loss_cls_stage1: 0.205 loss_box_reg_stage1: 0.471 loss_cls_stage2: 0.197 loss_box_reg_stage2: 0.550 loss_rpn_cls: 0.042 loss_rpn_loc: 0.067 time: 1.1902 data_time: 0.0050 lr: 0.020000 max_mem: 16551M [04/09 17:03:56] d2.utils.events INFO: eta: 1 day, 0:38:49 iter: 15419 total_loss: 2.161 loss_cls_stage0: 0.235 loss_box_reg_stage0: 0.286 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.497 loss_cls_stage2: 0.215 loss_box_reg_stage2: 0.588 loss_rpn_cls: 0.044 loss_rpn_loc: 0.075 time: 1.1902 data_time: 0.0049 lr: 0.020000 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[04/09 17:40:32] d2.utils.events INFO: eta: 1 day, 0:00:11 iter: 17259 total_loss: 2.023 loss_cls_stage0: 0.222 loss_box_reg_stage0: 0.277 loss_cls_stage1: 0.220 loss_box_reg_stage1: 0.478 loss_cls_stage2: 0.212 loss_box_reg_stage2: 0.537 loss_rpn_cls: 0.037 loss_rpn_loc: 0.066 time: 1.1902 data_time: 0.0052 lr: 0.020000 max_mem: 16551M [04/09 17:40:56] d2.utils.events INFO: eta: 23:58:39 iter: 17279 total_loss: 2.109 loss_cls_stage0: 0.224 loss_box_reg_stage0: 0.273 loss_cls_stage1: 0.215 loss_box_reg_stage1: 0.471 loss_cls_stage2: 0.209 loss_box_reg_stage2: 0.560 loss_rpn_cls: 0.049 loss_rpn_loc: 0.078 time: 1.1902 data_time: 0.0052 lr: 0.020000 max_mem: 16551M [04/09 17:41:19] d2.utils.events INFO: eta: 23:56:13 iter: 17299 total_loss: 1.872 loss_cls_stage0: 0.205 loss_box_reg_stage0: 0.250 loss_cls_stage1: 0.192 loss_box_reg_stage1: 0.437 loss_cls_stage2: 0.181 loss_box_reg_stage2: 0.512 loss_rpn_cls: 0.043 loss_rpn_loc: 0.072 time: 1.1902 data_time: 0.0049 lr: 0.020000 max_mem: 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11:14:17] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0069999.pth [04/10 11:14:23] d2.utils.events INFO: eta: 6:36:29 iter: 69999 total_loss: 1.594 loss_cls_stage0: 0.139 loss_box_reg_stage0: 0.202 loss_cls_stage1: 0.126 loss_box_reg_stage1: 0.397 loss_cls_stage2: 0.129 loss_box_reg_stage2: 0.529 loss_rpn_cls: 0.018 loss_rpn_loc: 0.060 time: 1.1938 data_time: 0.0057 lr: 0.002000 max_mem: 16551M [04/10 11:14:47] d2.utils.events INFO: eta: 6:36:15 iter: 70019 total_loss: 1.617 loss_cls_stage0: 0.130 loss_box_reg_stage0: 0.199 loss_cls_stage1: 0.131 loss_box_reg_stage1: 0.396 loss_cls_stage2: 0.127 loss_box_reg_stage2: 0.496 loss_rpn_cls: 0.023 loss_rpn_loc: 0.061 time: 1.1938 data_time: 0.0050 lr: 0.002000 max_mem: 16551M [04/10 11:15:11] d2.utils.events INFO: eta: 6:36:08 iter: 70039 total_loss: 1.535 loss_cls_stage0: 0.140 loss_box_reg_stage0: 0.201 loss_cls_stage1: 0.145 loss_box_reg_stage1: 0.379 loss_cls_stage2: 0.139 loss_box_reg_stage2: 0.503 loss_rpn_cls: 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0.000200 max_mem: 16551M [04/10 17:51:56] d2.utils.events INFO: eta: 0:04:27 iter: 89779 total_loss: 1.529 loss_cls_stage0: 0.126 loss_box_reg_stage0: 0.200 loss_cls_stage1: 0.122 loss_box_reg_stage1: 0.377 loss_cls_stage2: 0.124 loss_box_reg_stage2: 0.463 loss_rpn_cls: 0.020 loss_rpn_loc: 0.049 time: 1.1957 data_time: 0.0053 lr: 0.000200 max_mem: 16551M [04/10 17:52:21] d2.utils.events INFO: eta: 0:04:03 iter: 89799 total_loss: 1.606 loss_cls_stage0: 0.133 loss_box_reg_stage0: 0.213 loss_cls_stage1: 0.133 loss_box_reg_stage1: 0.422 loss_cls_stage2: 0.140 loss_box_reg_stage2: 0.542 loss_rpn_cls: 0.019 loss_rpn_loc: 0.059 time: 1.1957 data_time: 0.0050 lr: 0.000200 max_mem: 16551M [04/10 17:52:45] d2.utils.events INFO: eta: 0:03:38 iter: 89819 total_loss: 1.447 loss_cls_stage0: 0.121 loss_box_reg_stage0: 0.186 loss_cls_stage1: 0.120 loss_box_reg_stage1: 0.361 loss_cls_stage2: 0.123 loss_box_reg_stage2: 0.459 loss_rpn_cls: 0.016 loss_rpn_loc: 0.052 time: 1.1957 data_time: 0.0053 lr: 0.000200 max_mem: 16551M [04/10 17:53:09] d2.utils.events INFO: eta: 0:03:14 iter: 89839 total_loss: 1.420 loss_cls_stage0: 0.112 loss_box_reg_stage0: 0.182 loss_cls_stage1: 0.109 loss_box_reg_stage1: 0.361 loss_cls_stage2: 0.116 loss_box_reg_stage2: 0.464 loss_rpn_cls: 0.016 loss_rpn_loc: 0.054 time: 1.1957 data_time: 0.0054 lr: 0.000200 max_mem: 16551M [04/10 17:53:33] d2.utils.events INFO: eta: 0:02:50 iter: 89859 total_loss: 1.609 loss_cls_stage0: 0.123 loss_box_reg_stage0: 0.212 loss_cls_stage1: 0.120 loss_box_reg_stage1: 0.420 loss_cls_stage2: 0.125 loss_box_reg_stage2: 0.512 loss_rpn_cls: 0.018 loss_rpn_loc: 0.064 time: 1.1957 data_time: 0.0050 lr: 0.000200 max_mem: 16551M [04/10 17:53:58] d2.utils.events INFO: eta: 0:02:26 iter: 89879 total_loss: 1.611 loss_cls_stage0: 0.132 loss_box_reg_stage0: 0.201 loss_cls_stage1: 0.126 loss_box_reg_stage1: 0.396 loss_cls_stage2: 0.125 loss_box_reg_stage2: 0.492 loss_rpn_cls: 0.021 loss_rpn_loc: 0.057 time: 1.1957 data_time: 0.0050 lr: 0.000200 max_mem: 16551M [04/10 17:54:22] d2.utils.events INFO: eta: 0:02:02 iter: 89899 total_loss: 1.669 loss_cls_stage0: 0.139 loss_box_reg_stage0: 0.225 loss_cls_stage1: 0.138 loss_box_reg_stage1: 0.438 loss_cls_stage2: 0.132 loss_box_reg_stage2: 0.556 loss_rpn_cls: 0.020 loss_rpn_loc: 0.065 time: 1.1957 data_time: 0.0052 lr: 0.000200 max_mem: 16551M [04/10 17:54:46] d2.utils.events INFO: eta: 0:01:37 iter: 89919 total_loss: 1.567 loss_cls_stage0: 0.119 loss_box_reg_stage0: 0.197 loss_cls_stage1: 0.117 loss_box_reg_stage1: 0.394 loss_cls_stage2: 0.117 loss_box_reg_stage2: 0.510 loss_rpn_cls: 0.017 loss_rpn_loc: 0.056 time: 1.1957 data_time: 0.0050 lr: 0.000200 max_mem: 16551M [04/10 17:55:11] d2.utils.events INFO: eta: 0:01:13 iter: 89939 total_loss: 1.544 loss_cls_stage0: 0.127 loss_box_reg_stage0: 0.195 loss_cls_stage1: 0.116 loss_box_reg_stage1: 0.383 loss_cls_stage2: 0.116 loss_box_reg_stage2: 0.515 loss_rpn_cls: 0.019 loss_rpn_loc: 0.050 time: 1.1957 data_time: 0.0051 lr: 0.000200 max_mem: 16551M [04/10 17:55:35] d2.utils.events INFO: eta: 0:00:49 iter: 89959 total_loss: 1.363 loss_cls_stage0: 0.117 loss_box_reg_stage0: 0.182 loss_cls_stage1: 0.113 loss_box_reg_stage1: 0.353 loss_cls_stage2: 0.115 loss_box_reg_stage2: 0.481 loss_rpn_cls: 0.015 loss_rpn_loc: 0.054 time: 1.1958 data_time: 0.0055 lr: 0.000200 max_mem: 16551M [04/10 17:56:00] d2.utils.events INFO: eta: 0:00:25 iter: 89979 total_loss: 1.537 loss_cls_stage0: 0.126 loss_box_reg_stage0: 0.197 loss_cls_stage1: 0.123 loss_box_reg_stage1: 0.386 loss_cls_stage2: 0.131 loss_box_reg_stage2: 0.516 loss_rpn_cls: 0.022 loss_rpn_loc: 0.050 time: 1.1958 data_time: 0.0050 lr: 0.000200 max_mem: 16551M [04/10 17:56:24] d2.engine.hooks INFO: Running precise-BN for 200 iterations... Note that this could produce different statistics every time. [04/10 17:57:14] d2.engine.hooks INFO: Running precise-BN ... 100/200 iterations. [04/10 17:58:04] d2.engine.hooks INFO: Running precise-BN ... 200/200 iterations. [04/10 17:58:04] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_0089999.pth [04/10 17:58:10] fvcore.common.checkpoint INFO: Saving checkpoint to ./output/model_final.pth [04/10 17:58:17] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [04/10 17:58:25] 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 | | | | | [04/10 17:58:26] d2.evaluation.evaluator INFO: Start inference on 625 images [04/10 17:58:33] d2.evaluation.evaluator INFO: Inference done 11/625. 0.1442 s / img. ETA=0:01:29 [04/10 17:58:38] d2.evaluation.evaluator INFO: Inference done 46/625. 0.1447 s / img. ETA=0:01:24 [04/10 17:58:43] d2.evaluation.evaluator INFO: Inference done 80/625. 0.1457 s / img. ETA=0:01:20 [04/10 17:58:48] d2.evaluation.evaluator INFO: Inference done 116/625. 0.1444 s / img. ETA=0:01:14 [04/10 17:58:53] d2.evaluation.evaluator INFO: Inference done 150/625. 0.1448 s / img. ETA=0:01:09 [04/10 17:58:59] d2.evaluation.evaluator INFO: Inference done 185/625. 0.1447 s / img. ETA=0:01:04 [04/10 17:59:04] d2.evaluation.evaluator INFO: Inference done 220/625. 0.1447 s / img. ETA=0:00:59 [04/10 17:59:09] d2.evaluation.evaluator INFO: Inference done 255/625. 0.1448 s / img. ETA=0:00:54 [04/10 17:59:14] d2.evaluation.evaluator INFO: Inference done 290/625. 0.1447 s / img. ETA=0:00:48 [04/10 17:59:19] d2.evaluation.evaluator INFO: Inference done 325/625. 0.1448 s / img. ETA=0:00:43 [04/10 17:59:24] d2.evaluation.evaluator INFO: Inference done 359/625. 0.1450 s / img. ETA=0:00:38 [04/10 17:59:29] d2.evaluation.evaluator INFO: Inference done 394/625. 0.1450 s / img. ETA=0:00:33 [04/10 17:59:34] d2.evaluation.evaluator INFO: Inference done 429/625. 0.1449 s / img. ETA=0:00:28 [04/10 17:59:39] d2.evaluation.evaluator INFO: Inference done 463/625. 0.1451 s / img. ETA=0:00:23 [04/10 17:59:44] d2.evaluation.evaluator INFO: Inference done 497/625. 0.1453 s / img. ETA=0:00:18 [04/10 17:59:49] d2.evaluation.evaluator INFO: Inference done 532/625. 0.1451 s / img. ETA=0:00:13 [04/10 17:59:54] d2.evaluation.evaluator INFO: Inference done 567/625. 0.1450 s / img. ETA=0:00:08 [04/10 18:00:00] d2.evaluation.evaluator INFO: Inference done 602/625. 0.1448 s / img. ETA=0:00:03 [04/10 18:00:03] d2.evaluation.evaluator INFO: Total inference time: 0:01:31.088353 (0.146917 s / img per device, on 8 devices) [04/10 18:00:03] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:01:29 (0.144937 s / img per device, on 8 devices) [04/10 18:00:04] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [04/10 18:00:04] d2.evaluation.coco_evaluation INFO: Saving results to ./output/inference/coco_instances_results.json [04/10 18:00:05] d2.evaluation.coco_evaluation INFO: Evaluating predictions ... [04/10 18:00:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 49.100 | 67.841 | 53.237 | 31.559 | 52.632 | 62.791 | [04/10 18:00:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 61.326 | bicycle | 37.857 | car | 51.206 | | motorcycle | 49.764 | airplane | 72.973 | bus | 71.993 | | train | 69.132 | truck | 43.334 | boat | 33.009 | | traffic light | 31.858 | fire hydrant | 72.615 | stop sign | 68.455 | | parking meter | 48.372 | bench | 30.180 | bird | 44.496 | | cat | 76.402 | dog | 72.127 | horse | 65.282 | | sheep | 59.432 | cow | 64.278 | elephant | 72.043 | | bear | 78.150 | zebra | 71.900 | giraffe | 74.699 | | backpack | 19.540 | umbrella | 46.275 | handbag | 21.602 | | tie | 42.347 | suitcase | 48.024 | frisbee | 72.254 | | skis | 30.847 | snowboard | 48.402 | sports ball | 53.535 | | kite | 50.927 | baseball bat | 45.300 | baseball glove | 45.672 | | skateboard | 63.022 | surfboard | 46.913 | tennis racket | 59.845 | | bottle | 46.823 | wine glass | 42.767 | cup | 50.333 | | fork | 46.528 | knife | 30.136 | spoon | 29.304 | | bowl | 48.629 | banana | 30.450 | apple | 26.279 | | sandwich | 40.454 | orange | 34.738 | broccoli | 25.598 | | carrot | 27.642 | hot dog | 43.526 | pizza | 58.402 | | donut | 55.741 | cake | 44.402 | chair | 34.076 | | couch | 47.636 | potted plant | 34.283 | bed | 49.012 | | dining table | 33.137 | toilet | 66.193 | tv | 62.202 | | laptop | 67.402 | mouse | 65.922 | remote | 47.984 | | keyboard | 57.533 | cell phone | 46.542 | microwave | 64.843 | | oven | 40.213 | toaster | 44.876 | sink | 43.941 | | refrigerator | 64.069 | book | 21.736 | clock | 56.639 | | vase | 44.325 | scissors | 41.910 | teddy bear | 55.026 | | hair drier | 6.521 | toothbrush | 34.860 | | | [04/10 18:00:43] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [04/10 18:00:43] d2.evaluation.testing INFO: copypaste: Task: bbox [04/10 18:00:43] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [04/10 18:00:43] d2.evaluation.testing INFO: copypaste: 49.1003,67.8414,53.2367,31.5592,52.6322,62.7913 [04/10 18:00:44] d2.utils.events INFO: eta: 0:00:01 iter: 89999 total_loss: 1.530 loss_cls_stage0: 0.133 loss_box_reg_stage0: 0.196 loss_cls_stage1: 0.124 loss_box_reg_stage1: 0.392 loss_cls_stage2: 0.125 loss_box_reg_stage2: 0.498 loss_rpn_cls: 0.018 loss_rpn_loc: 0.045 time: 1.1958 data_time: 0.0050 lr: 0.000200 max_mem: 16551M [04/10 18:00:44] d2.engine.hooks INFO: Overall training speed: 89997 iterations in 1 day, 5:53:37 (1.1958 s / it) [04/10 18:00:44] d2.engine.hooks INFO: Total training time: 1 day, 6:03:42 (0:10:04 on hooks)