| MODEL: | |
| META_ARCHITECTURE: "DeformableDetr" | |
| WEIGHTS: "detectron2://ImageNetPretrained/torchvision/R-50.pkl" | |
| PIXEL_MEAN: [123.675, 116.280, 103.530] | |
| PIXEL_STD: [58.395, 57.120, 57.375] | |
| MASK_ON: False | |
| RESNETS: | |
| DEPTH: 50 | |
| STRIDE_IN_1X1: False | |
| OUT_FEATURES: ["res3", "res4", "res5"] | |
| DETR: | |
| CLS_WEIGHT: 2.0 | |
| GIOU_WEIGHT: 2.0 | |
| L1_WEIGHT: 5.0 | |
| NUM_OBJECT_QUERIES: 300 | |
| DIM_FEEDFORWARD: 1024 | |
| WITH_BOX_REFINE: True | |
| TWO_STAGE: True | |
| NUM_CLASSES: 1203 | |
| USE_FED_LOSS: True | |
| DATASETS: | |
| TRAIN: ("lvis_v1_train",) | |
| TEST: ("lvis_v1_val",) | |
| SOLVER: | |
| CHECKPOINT_PERIOD: 10000000 | |
| USE_CUSTOM_SOLVER: True | |
| IMS_PER_BATCH: 32 | |
| BASE_LR: 0.0002 | |
| STEPS: (150000,) | |
| MAX_ITER: 180000 | |
| WARMUP_FACTOR: 1.0 | |
| WARMUP_ITERS: 10 | |
| WEIGHT_DECAY: 0.0001 | |
| OPTIMIZER: "ADAMW" | |
| BACKBONE_MULTIPLIER: 0.1 | |
| CLIP_GRADIENTS: | |
| ENABLED: True | |
| CLIP_TYPE: "full_model" | |
| CLIP_VALUE: 0.01 | |
| NORM_TYPE: 2.0 | |
| CUSTOM_MULTIPLIER: 0.1 | |
| CUSTOM_MULTIPLIER_NAME: ['reference_points', 'sampling_offsets'] | |
| INPUT: | |
| FORMAT: "RGB" | |
| MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800) | |
| CROP: | |
| ENABLED: True | |
| TYPE: "absolute_range" | |
| SIZE: (384, 600) | |
| CUSTOM_AUG: "DETR" | |
| TEST: | |
| DETECTIONS_PER_IMAGE: 300 | |
| DATALOADER: | |
| FILTER_EMPTY_ANNOTATIONS: False | |
| NUM_WORKERS: 4 | |
| SAMPLER_TRAIN: "RepeatFactorTrainingSampler" | |
| REPEAT_THRESHOLD: 0.001 | |
| OUTPUT_DIR: "output/Detic/auto" | |
| VERSION: 2 |