| | MODEL: |
| | BACKBONE: |
| | FREEZE_AT: 0 |
| | NAME: "build_resnet_backbone" |
| | WEIGHTS: "detectron2://ImageNetPretrained/torchvision/R-50.pkl" |
| | PIXEL_MEAN: [123.675, 116.280, 103.530] |
| | PIXEL_STD: [58.395, 57.120, 57.375] |
| | RESNETS: |
| | DEPTH: 50 |
| | STEM_TYPE: "basic" |
| | STEM_OUT_CHANNELS: 64 |
| | STRIDE_IN_1X1: False |
| | OUT_FEATURES: ["res2", "res3", "res4", "res5"] |
| | |
| | RES5_MULTI_GRID: [1, 1, 1] |
| | DATASETS: |
| | TRAIN: ("ade20k_panoptic_train",) |
| | TEST_PANOPTIC: ("ade20k_panoptic_val",) |
| | TEST_INSTANCE: ("ade20k_instance_val",) |
| | TEST_SEMANTIC: ("ade20k_sem_seg_val",) |
| | SOLVER: |
| | IMS_PER_BATCH: 16 |
| | BASE_LR: 0.0001 |
| | MAX_ITER: 160000 |
| | WARMUP_FACTOR: 1.0 |
| | WARMUP_ITERS: 0 |
| | WEIGHT_DECAY: 0.05 |
| | OPTIMIZER: "ADAMW" |
| | LR_SCHEDULER_NAME: "WarmupPolyLR" |
| | BACKBONE_MULTIPLIER: 0.1 |
| | CLIP_GRADIENTS: |
| | ENABLED: True |
| | CLIP_TYPE: "full_model" |
| | CLIP_VALUE: 0.01 |
| | NORM_TYPE: 2.0 |
| | AMP: |
| | ENABLED: True |
| | INPUT: |
| | MIN_SIZE_TRAIN: !!python/object/apply:eval ["[int(x * 0.1 * 512) for x in range(5, 21)]"] |
| | MIN_SIZE_TRAIN_SAMPLING: "choice" |
| | MIN_SIZE_TEST: 512 |
| | MAX_SIZE_TRAIN: 2048 |
| | MAX_SIZE_TEST: 2048 |
| | CROP: |
| | ENABLED: True |
| | TYPE: "absolute" |
| | SIZE: (512, 512) |
| | SINGLE_CATEGORY_MAX_AREA: 1.0 |
| | COLOR_AUG_SSD: True |
| | SIZE_DIVISIBILITY: 512 |
| | FORMAT: "RGB" |
| | DATASET_MAPPER_NAME: "oneformer_unified" |
| | MAX_SEQ_LEN: 77 |
| | TASK_SEQ_LEN: 77 |
| | TASK_PROB: |
| | SEMANTIC: 0.33 |
| | INSTANCE: 0.66 |
| | TEST: |
| | EVAL_PERIOD: 5000 |
| | AUG: |
| | ENABLED: False |
| | MIN_SIZES: [256, 384, 512, 640, 768, 896] |
| | MAX_SIZE: 3584 |
| | FLIP: True |
| | DATALOADER: |
| | FILTER_EMPTY_ANNOTATIONS: True |
| | NUM_WORKERS: 4 |
| | VERSION: 2 |
