build.py

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# encoding: utf-8
"""
@author:  liaoxingyu
@contact: sherlockliao01@gmail.com
"""
import torch
 
from fastreid.utils.registry import Registry
 
META_ARCH_REGISTRY = Registry("META_ARCH")  # noqa F401 isort:skip
META_ARCH_REGISTRY.__doc__ = """
Registry for meta-architectures, i.e. the whole model.
The registered object will be called with `obj(cfg)`
and expected to return a `nn.Module` object.
"""
 
 
def build_model(cfg, device=None):
    """
    Build the whole model architecture, defined by ``cfg.MODEL.META_ARCHITECTURE``.
    Note that it does not load any weights from ``cfg``.
    """
    meta_arch = cfg.MODEL.META_ARCHITECTURE
    model = META_ARCH_REGISTRY.get(meta_arch)(cfg)
    model.to(torch.device(cfg.MODEL.DEVICE))
    return model