MQ-Det/configs/vision_query_5shot/coco.yaml

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YAML

MODEL:
BACKBONE:
FREEZE_CONV_BODY_AT: -1
DYHEAD:
NUM_CLASSES: 81
SOLVER:
STEPS: (0.67, 0.89)
BASE_LR: 0.00001
LANG_LR: 0.00001
GATE_LR: 0.0001
QUERY_LR: 0.00001
# WEIGHT_DECAY: 0.05
WEIGHT_DECAY: 0.0001
WARMUP_ITERS: 2000
# USE_AUTOSTEP: True
TEST_WITH_INFERENCE: True
CHECKPOINT_PERIOD: 99999999
CHECKPOINT_PER_EPOCH: -1.0
TEST:
DURING_TRAINING: False
EVAL_TASK: detection
DATASETS:
TRAIN: ("coco_grounding_train_for_obj365", )
TEST: ("coco_2017_val", )
USE_OVERRIDE_CATEGORY: True
DISABLE_SHUFFLE: True
FEW_SHOT: 5
VISION_QUERY:
QUERY_BANK_PATH: MODEL/coco_query_5_sel.pth
VISION_SCALE: 1.0
PURE_TEXT_RATE: 0.
TEXT_DROPOUT: 0.
NUM_QUERY_PER_CLASS: 5
MAX_QUERY_NUMBER: 5
RANDOM_KSHOT: False