LMM / mogen /models /builder.py
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from mmcv.cnn import MODELS as MMCV_MODELS
from mmcv.utils import Registry
def build_from_cfg(cfg, registry, default_args=None):
if cfg is None:
return None
return MMCV_MODELS.build_func(cfg, registry, default_args)
MODELS = Registry('models', parent=MMCV_MODELS, build_func=build_from_cfg)
LOSSES = MODELS
ARCHITECTURES = MODELS
SUBMODULES = MODELS
ATTENTIONS = MODELS
def build_loss(cfg):
"""Build loss."""
return LOSSES.build(cfg)
def build_architecture(cfg):
"""Build framework."""
return ARCHITECTURES.build(cfg)
def build_submodule(cfg):
"""Build submodule."""
return SUBMODULES.build(cfg)
def build_attention(cfg):
"""Build attention."""
return ATTENTIONS.build(cfg)