| |
|
| | import torch.nn as nn
|
| |
|
| | from ..utils.registry import Registry
|
| |
|
| |
|
| | MODEL_WRAPPERS = Registry('model_wrapper')
|
| |
|
| | def is_model_wrapper(model: nn.Module, registry: Registry = MODEL_WRAPPERS):
|
| | """Check if a module is a model wrapper.
|
| |
|
| | Args:
|
| | model (nn.Module): The model to be checked.
|
| | registry (Registry): The parent registry to search for model wrappers.
|
| |
|
| | Returns:
|
| | bool: True if the input model is a model wrapper.
|
| | """
|
| | module_wrappers = tuple(registry.module_dict.values())
|
| | if isinstance(model, module_wrappers):
|
| | return True
|
| |
|
| | if not registry.children:
|
| | return False
|
| |
|
| | return any(
|
| | is_model_wrapper(model, child) for child in registry.children.values())
|
| |
|
