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| MODEL: | |
| META_ARCHITECTURE: "GLEE" | |
| MASK_ON: True | |
| BACKBONE: | |
| FREEZE_AT: 0 | |
| NAME: "build_resnet_backbone" | |
| PIXEL_MEAN: [123.675, 116.280, 103.530] | |
| PIXEL_STD: [58.395, 57.120, 57.375] | |
| RESNETS: | |
| DEPTH: 50 | |
| STEM_TYPE: "basic" # not used | |
| STEM_OUT_CHANNELS: 64 | |
| STRIDE_IN_1X1: False | |
| OUT_FEATURES: ["res2", "res3", "res4", "res5"] | |
| # NORM: "SyncBN" | |
| RES5_MULTI_GRID: [1, 1, 1] # not used | |
| SEM_SEG_HEAD: | |
| NAME: "MaskDINOHead" | |
| IGNORE_VALUE: 255 | |
| NUM_CLASSES: 80 | |
| LOSS_WEIGHT: 1.0 | |
| CONVS_DIM: 256 | |
| MASK_DIM: 256 | |
| NORM: "GN" | |
| # pixel decoder | |
| PIXEL_DECODER_NAME: "MaskDINOEncoder" | |
| DIM_FEEDFORWARD: 2048 | |
| NUM_FEATURE_LEVELS: 3 | |
| TOTAL_NUM_FEATURE_LEVELS: 4 | |
| IN_FEATURES: ["res2", "res3", "res4", "res5"] | |
| DEFORMABLE_TRANSFORMER_ENCODER_IN_FEATURES: ["res3", "res4", "res5"] | |
| COMMON_STRIDE: 4 | |
| TRANSFORMER_ENC_LAYERS: 6 | |
| FEATURE_ORDER: "low2high" | |
| MaskDINO: | |
| TRANSFORMER_DECODER_NAME: "MaskDINODecoder" | |
| DEEP_SUPERVISION: True | |
| NO_OBJECT_WEIGHT: 0.1 | |
| CLASS_WEIGHT: 4.0 | |
| MASK_WEIGHT: 5.0 | |
| DICE_WEIGHT: 5.0 | |
| BOX_WEIGHT: 5.0 | |
| GIOU_WEIGHT: 2.0 | |
| HIDDEN_DIM: 256 | |
| NUM_OBJECT_QUERIES: 300 | |
| NHEADS: 8 | |
| DROPOUT: 0.0 | |
| DIM_FEEDFORWARD: 2048 | |
| ENC_LAYERS: 0 | |
| PRE_NORM: False | |
| ENFORCE_INPUT_PROJ: False | |
| SIZE_DIVISIBILITY: 32 | |
| DEC_LAYERS: 9 # 9+1, 9 decoder layers, add one for the loss on learnable query | |
| TRAIN_NUM_POINTS: 12544 | |
| OVERSAMPLE_RATIO: 3.0 | |
| IMPORTANCE_SAMPLE_RATIO: 0.75 | |
| INITIAL_PRED: True | |
| TWO_STAGE: True | |
| DN: "standard" | |
| DN_NUM: 100 | |
| INITIALIZE_BOX_TYPE: "no" | |
| TEST: | |
| SEMANTIC_ON: False | |
| INSTANCE_ON: True | |
| PANOPTIC_ON: False | |
| OVERLAP_THRESHOLD: 0.8 | |
| OBJECT_MASK_THRESHOLD: 0.25 | |
| TEXT: | |
| ARCH: clip_teacher | |
| LANGUAGE_BACKBONE: | |
| LANG_DIM: 512 | |