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from detectron2.config import CfgNode as CN
def add_vit_config(cfg):
"""
Add config for VIT.
"""
_C = cfg
_C.MODEL.VIT = CN()
# CoaT model name.
_C.MODEL.VIT.NAME = ""
# Output features from CoaT backbone.
_C.MODEL.VIT.OUT_FEATURES = ["layer3", "layer5", "layer7", "layer11"]
_C.MODEL.VIT.IMG_SIZE = [224, 224]
_C.MODEL.VIT.POS_TYPE = "shared_rel"
_C.MODEL.VIT.DROP_PATH = 0.
_C.MODEL.VIT.MODEL_KWARGS = "{}"
_C.SOLVER.OPTIMIZER = "ADAMW"
_C.SOLVER.BACKBONE_MULTIPLIER = 1.0
_C.AUG = CN()
_C.AUG.DETR = False
_C.MODEL.IMAGE_ONLY = True
_C.PUBLAYNET_DATA_DIR_TRAIN = ""
_C.PUBLAYNET_DATA_DIR_TEST = ""
_C.ICDAR_DATA_DIR_TRAIN = ""
_C.ICDAR_DATA_DIR_TEST = ""
_C.CACHE_DIR = ""
_C.MODEL.CONFIG_PATH = ""
# effective update steps would be MAX_ITER/GRADIENT_ACCUMULATION_STEPS
# maybe need to set MAX_ITER *= GRADIENT_ACCUMULATION_STEPS
_C.SOLVER.GRADIENT_ACCUMULATION_STEPS = 1
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