| CUDNN_BENCHMARK: False | |
| DATALOADER: | |
| ASPECT_RATIO_GROUPING: True | |
| FILTER_EMPTY_ANNOTATIONS: True | |
| NUM_WORKERS: 4 | |
| REPEAT_THRESHOLD: 0.0 | |
| SAMPLER_TRAIN: TrainingSampler | |
| DATASETS: | |
| PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 | |
| PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 | |
| PROPOSAL_FILES_TEST: () | |
| PROPOSAL_FILES_TRAIN: () | |
| TEST: ('coco_2017_val',) | |
| TRAIN: ('coco_2017_train',) | |
| GLOBAL: | |
| HACK: 1.0 | |
| INPUT: | |
| CROP: | |
| ENABLED: False | |
| SIZE: [0.9, 0.9] | |
| TYPE: relative_range | |
| FORMAT: BGR | |
| MASK_FORMAT: polygon | |
| MAX_SIZE_TEST: 1333 | |
| MAX_SIZE_TRAIN: 1333 | |
| MIN_SIZE_TEST: 800 | |
| MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800) | |
| MIN_SIZE_TRAIN_SAMPLING: choice | |
| RANDOM_FLIP: horizontal | |
| MODEL: | |
| ANCHOR_GENERATOR: | |
| ANGLES: [[-90, 0, 90]] | |
| ASPECT_RATIOS: [[0.5, 1.0, 2.0]] | |
| NAME: DefaultAnchorGenerator | |
| OFFSET: 0.0 | |
| SIZES: [[32], [64], [128], [256], [512]] | |
| BACKBONE: | |
| FREEZE_AT: 2 | |
| NAME: build_resnet_fpn_backbone | |
| DEVICE: cuda | |
| FPN: | |
| FUSE_TYPE: sum | |
| IN_FEATURES: ['res2', 'res3', 'res4', 'res5'] | |
| NORM: | |
| OUT_CHANNELS: 256 | |
| KEYPOINT_ON: False | |
| LOAD_PROPOSALS: False | |
| MASK_ON: False | |
| META_ARCHITECTURE: GeneralizedRCNN | |
| PANOPTIC_FPN: | |
| COMBINE: | |
| ENABLED: True | |
| INSTANCES_CONFIDENCE_THRESH: 0.5 | |
| OVERLAP_THRESH: 0.5 | |
| STUFF_AREA_LIMIT: 4096 | |
| INSTANCE_LOSS_WEIGHT: 1.0 | |
| PIXEL_MEAN: [103.53, 116.28, 123.675] | |
| PIXEL_STD: [1.0, 1.0, 1.0] | |
| PROPOSAL_GENERATOR: | |
| MIN_SIZE: 0 | |
| NAME: RPN | |
| RESNETS: | |
| DEFORM_MODULATED: False | |
| DEFORM_NUM_GROUPS: 1 | |
| DEFORM_ON_PER_STAGE: [False, False, False, False] | |
| DEPTH: 50 | |
| NORM: FrozenBN | |
| NUM_GROUPS: 1 | |
| OUT_FEATURES: ['res2', 'res3', 'res4', 'res5'] | |
| RES2_OUT_CHANNELS: 256 | |
| RES5_DILATION: 1 | |
| STEM_OUT_CHANNELS: 64 | |
| STRIDE_IN_1X1: True | |
| WIDTH_PER_GROUP: 64 | |
| RETINANET: | |
| BBOX_REG_LOSS_TYPE: smooth_l1 | |
| BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) | |
| FOCAL_LOSS_ALPHA: 0.25 | |
| FOCAL_LOSS_GAMMA: 2.0 | |
| IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] | |
| IOU_LABELS: [0, -1, 1] | |
| IOU_THRESHOLDS: [0.4, 0.5] | |
| NMS_THRESH_TEST: 0.5 | |
| NORM: | |
| NUM_CLASSES: 80 | |
| NUM_CONVS: 4 | |
| PRIOR_PROB: 0.01 | |
| SCORE_THRESH_TEST: 0.05 | |
| SMOOTH_L1_LOSS_BETA: 0.1 | |
| TOPK_CANDIDATES_TEST: 1000 | |
| ROI_BOX_CASCADE_HEAD: | |
| BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) | |
| IOUS: (0.5, 0.6, 0.7) | |
| ROI_BOX_HEAD: | |
| BBOX_REG_LOSS_TYPE: smooth_l1 | |
| BBOX_REG_LOSS_WEIGHT: 1.0 | |
| BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) | |
| CLS_AGNOSTIC_BBOX_REG: False | |
| CONV_DIM: 256 | |
| FC_DIM: 1024 | |
| FED_LOSS_FREQ_WEIGHT_POWER: 0.5 | |
| FED_LOSS_NUM_CLASSES: 50 | |
| 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 | |
| USE_FED_LOSS: False | |
| USE_SIGMOID_CE: False | |
| ROI_HEADS: | |
| BATCH_SIZE_PER_IMAGE: 512 | |
| IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] | |
| IOU_LABELS: [0, 1] | |
| IOU_THRESHOLDS: [0.5] | |
| NAME: StandardROIHeads | |
| NMS_THRESH_TEST: 0.5 | |
| NUM_CLASSES: 4 | |
| POSITIVE_FRACTION: 0.25 | |
| PROPOSAL_APPEND_GT: True | |
| SCORE_THRESH_TEST: 0.5 | |
| ROI_KEYPOINT_HEAD: | |
| CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) | |
| LOSS_WEIGHT: 1.0 | |
| MIN_KEYPOINTS_PER_IMAGE: 1 | |
| NAME: KRCNNConvDeconvUpsampleHead | |
| NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True | |
| NUM_KEYPOINTS: 17 | |
| POOLER_RESOLUTION: 14 | |
| POOLER_SAMPLING_RATIO: 0 | |
| POOLER_TYPE: ROIAlignV2 | |
| ROI_MASK_HEAD: | |
| CLS_AGNOSTIC_MASK: False | |
| CONV_DIM: 256 | |
| NAME: MaskRCNNConvUpsampleHead | |
| NORM: | |
| NUM_CONV: 4 | |
| POOLER_RESOLUTION: 14 | |
| POOLER_SAMPLING_RATIO: 0 | |
| POOLER_TYPE: ROIAlignV2 | |
| RPN: | |
| BATCH_SIZE_PER_IMAGE: 256 | |
| BBOX_REG_LOSS_TYPE: smooth_l1 | |
| BBOX_REG_LOSS_WEIGHT: 1.0 | |
| BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) | |
| BOUNDARY_THRESH: -1 | |
| CONV_DIMS: [-1] | |
| HEAD_NAME: StandardRPNHead | |
| IN_FEATURES: ['p2', 'p3', 'p4', 'p5', 'p6'] | |
| IOU_LABELS: [0, -1, 1] | |
| IOU_THRESHOLDS: [0.3, 0.7] | |
| LOSS_WEIGHT: 1.0 | |
| NMS_THRESH: 0.7 | |
| POSITIVE_FRACTION: 0.5 | |
| POST_NMS_TOPK_TEST: 1000 | |
| POST_NMS_TOPK_TRAIN: 1000 | |
| PRE_NMS_TOPK_TEST: 1000 | |
| PRE_NMS_TOPK_TRAIN: 2000 | |
| SMOOTH_L1_BETA: 0.0 | |
| SEM_SEG_HEAD: | |
| COMMON_STRIDE: 4 | |
| CONVS_DIM: 128 | |
| IGNORE_VALUE: 255 | |
| IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] | |
| LOSS_WEIGHT: 1.0 | |
| NAME: SemSegFPNHead | |
| NORM: GN | |
| NUM_CLASSES: 54 | |
| WEIGHTS: /home/set3/set3/model_final.pth | |
| OUTPUT_DIR: ./output | |
| SEED: -1 | |
| SOLVER: | |
| AMP: | |
| ENABLED: False | |
| BASE_LR: 0.02 | |
| BASE_LR_END: 0.0 | |
| BIAS_LR_FACTOR: 1.0 | |
| CHECKPOINT_PERIOD: 5000 | |
| CLIP_GRADIENTS: | |
| CLIP_TYPE: value | |
| CLIP_VALUE: 1.0 | |
| ENABLED: False | |
| NORM_TYPE: 2.0 | |
| GAMMA: 0.1 | |
| IMS_PER_BATCH: 16 | |
| LR_SCHEDULER_NAME: WarmupMultiStepLR | |
| MAX_ITER: 270000 | |
| MOMENTUM: 0.9 | |
| NESTEROV: False | |
| NUM_DECAYS: 3 | |
| REFERENCE_WORLD_SIZE: 0 | |
| RESCALE_INTERVAL: False | |
| STEPS: (210000, 250000) | |
| WARMUP_FACTOR: 0.001 | |
| WARMUP_ITERS: 1000 | |
| WARMUP_METHOD: linear | |
| WEIGHT_DECAY: 0.0001 | |
| WEIGHT_DECAY_BIAS: None | |
| 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 |