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Runtime error
Runtime error
| MODEL: | |
| MASK_ON: True | |
| META_ARCHITECTURE: "GeneralizedRCNN" | |
| PIXEL_MEAN: [123.675, 116.280, 103.530] | |
| PIXEL_STD: [58.395, 57.120, 57.375] | |
| BACKBONE: | |
| NAME: "build_vit_fpn_backbone" | |
| VIT: | |
| OUT_FEATURES: ["layer3", "layer5", "layer7", "layer11"] | |
| DROP_PATH: 0.1 | |
| IMG_SIZE: [224,224] | |
| POS_TYPE: "abs" | |
| FPN: | |
| IN_FEATURES: ["layer3", "layer5", "layer7", "layer11"] | |
| ANCHOR_GENERATOR: | |
| SIZES: [[32], [64], [128], [256], [512]] # One size for each in feature map | |
| ASPECT_RATIOS: [[0.5, 1.0, 2.0]] # Three aspect ratios (same for all in feature maps) | |
| RPN: | |
| IN_FEATURES: ["p2", "p3", "p4", "p5", "p6"] | |
| PRE_NMS_TOPK_TRAIN: 2000 # Per FPN level | |
| PRE_NMS_TOPK_TEST: 1000 # Per FPN level | |
| # Detectron1 uses 2000 proposals per-batch, | |
| # (See "modeling/rpn/rpn_outputs.py" for details of this legacy issue) | |
| # which is approximately 1000 proposals per-image since the default batch size for FPN is 2. | |
| POST_NMS_TOPK_TRAIN: 1000 | |
| POST_NMS_TOPK_TEST: 1000 | |
| ROI_HEADS: | |
| NAME: "StandardROIHeads" | |
| IN_FEATURES: ["p2", "p3", "p4", "p5"] | |
| NUM_CLASSES: 5 | |
| ROI_BOX_HEAD: | |
| NAME: "FastRCNNConvFCHead" | |
| NUM_FC: 2 | |
| POOLER_RESOLUTION: 7 | |
| ROI_MASK_HEAD: | |
| NAME: "MaskRCNNConvUpsampleHead" | |
| NUM_CONV: 4 | |
| POOLER_RESOLUTION: 14 | |
| DATASETS: | |
| TRAIN: ("publaynet_train",) | |
| TEST: ("publaynet_val",) | |
| SOLVER: | |
| LR_SCHEDULER_NAME: "WarmupCosineLR" | |
| AMP: | |
| ENABLED: True | |
| OPTIMIZER: "ADAMW" | |
| BACKBONE_MULTIPLIER: 1.0 | |
| CLIP_GRADIENTS: | |
| ENABLED: True | |
| CLIP_TYPE: "full_model" | |
| CLIP_VALUE: 1.0 | |
| NORM_TYPE: 2.0 | |
| WARMUP_FACTOR: 0.01 | |
| BASE_LR: 0.0004 | |
| WEIGHT_DECAY: 0.05 | |
| IMS_PER_BATCH: 32 | |
| INPUT: | |
| CROP: | |
| ENABLED: True | |
| TYPE: "absolute_range" | |
| SIZE: (384, 600) | |
| MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) | |
| FORMAT: "RGB" | |
| DATALOADER: | |
| FILTER_EMPTY_ANNOTATIONS: False | |
| VERSION: 2 | |
| AUG: | |
| DETR: True | |
| SEED: 42 |