| | from collections import OrderedDict |
| |
|
| | import torch |
| |
|
| | import structure.model |
| | from concern.config import Configurable, State |
| |
|
| |
|
| | class Builder(Configurable): |
| | model = State() |
| | model_args = State() |
| |
|
| | def __init__(self, cmd={}, **kwargs): |
| | self.load_all(**kwargs) |
| | if 'backbone' in cmd: |
| | self.model_args['backbone'] = cmd['backbone'] |
| |
|
| | @property |
| | def model_name(self): |
| | return self.model + '-' + getattr(structure.model, self.model).model_name(self.model_args) |
| |
|
| | def build(self, device, distributed=False, local_rank: int = 0): |
| | Model = getattr(structure.model,self.model) |
| | model = Model(self.model_args, device, |
| | distributed=distributed, local_rank=local_rank) |
| | return model |
| |
|
| |
|
