| from fvcore.common.registry import Registry |
|
|
| from common.type_utils import cfg2dict |
|
|
|
|
| VISION_REGISTRY = Registry("vision") |
| LANGUAGE_REGISTRY = Registry("language") |
| GROUNDING_REGISTRY = Registry("grounding") |
| HEADS_REGISTRY = Registry("heads") |
|
|
|
|
| def build_module(module_type, cfg): |
| if module_type == "vision": |
| return VISION_REGISTRY.get(cfg.name)(cfg, **cfg2dict(cfg.args)) |
| elif module_type == "language": |
| return LANGUAGE_REGISTRY.get(cfg.name)(cfg, **cfg2dict(cfg.args)) |
| elif module_type == "grounding": |
| return GROUNDING_REGISTRY.get(cfg.name)(cfg, **cfg2dict(cfg.args)) |
| elif module_type == "heads": |
| return HEADS_REGISTRY.get(cfg.name)(cfg, **cfg2dict(cfg.args)) |
| else: |
| raise NotImplementedError(f"module type {module_type} not implemented") |
|
|
| def build_module_by_name(cfg): |
| module_registries = [VISION_REGISTRY, LANGUAGE_REGISTRY, GROUNDING_REGISTRY, HEADS_REGISTRY] |
| for registry in module_registries: |
| if cfg.name in registry: |
| print(f"Using {cfg.name} module from Registry {registry._name}") |
| kwargs = cfg2dict(cfg.args) if hasattr(cfg, "args") else {} |
| return registry.get(cfg.name)(cfg, **kwargs) |
| raise NotImplementedError(f"Unknown module: {cfg.name}") |
