Open-Sora/opensora/registry.py

from copy import deepcopy

import torch.nn as nn
from mmengine.registry import Registry


def build_module(module: dict | nn.Module, builder: Registry, **kwargs) -> nn.Module | None:
    """Build module from config or return the module itself.

    Args:
        module (dict | nn.Module): The module to build.
        builder (Registry): The registry to build module.
        *args, **kwargs: Arguments passed to build function.

    Returns:
        (None | nn.Module): The created model.
    """
    if module is None:
        return None
    if isinstance(module, dict):
        cfg = deepcopy(module)
        for k, v in kwargs.items():
            cfg[k] = v
        return builder.build(cfg)
    elif isinstance(module, nn.Module):
        return module
    elif module is None:
        return None
    else:
        raise TypeError(f"Only support dict and nn.Module, but got {type(module)}.")


MODELS = Registry(
    "model",
    locations=["opensora.models"],
)

DATASETS = Registry(
    "dataset",
    locations=["opensora.datasets"],
)