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_BASE_: "Base-C2_L_R5021k_640b64_4x.yaml" | |
MODEL: | |
ROI_BOX_HEAD: | |
USE_ZEROSHOT_CLS: True | |
IMAGE_LABEL_LOSS: 'max_score' | |
WEIGHTS: "models/BoxSup-C2_Lbase_CLIP_R5021k_640b64_4x.pth" | |
SOLVER: | |
MAX_ITER: 90000 | |
IMS_PER_BATCH: 64 | |
BASE_LR: 0.0002 | |
WARMUP_ITERS: 1000 | |
WARMUP_FACTOR: 0.001 | |
DATASETS: | |
TRAIN: ("lvis_v1_train_norare","imagenet_lvis_v1") | |
DATALOADER: | |
SAMPLER_TRAIN: "MultiDatasetSampler" | |
DATASET_RATIO: [1, 4] | |
USE_DIFF_BS_SIZE: True | |
DATASET_BS: [8, 32] | |
DATASET_INPUT_SIZE: [640, 320] | |
USE_RFS: [True, False] | |
DATASET_INPUT_SCALE: [[0.1, 2.0], [0.5, 1.5]] | |
FILTER_EMPTY_ANNOTATIONS: False | |
MULTI_DATASET_GROUPING: True | |
DATASET_ANN: ['box', 'image'] | |
NUM_WORKERS: 8 | |
WITH_IMAGE_LABELS: True |