Advanced nn.Sequential. Args: nn.Sequential, nn.Module Returns: nn.Sequential
(*args)
| 13 | |
| 14 | |
| 15 | def sequential(*args): |
| 16 | """Advanced nn.Sequential. |
| 17 | |
| 18 | Args: |
| 19 | nn.Sequential, nn.Module |
| 20 | |
| 21 | Returns: |
| 22 | nn.Sequential |
| 23 | """ |
| 24 | if len(args) == 1: |
| 25 | if isinstance(args[0], OrderedDict): |
| 26 | raise NotImplementedError('sequential does not support OrderedDict input.') |
| 27 | return args[0] # No sequential is needed. |
| 28 | modules = [] |
| 29 | for module in args: |
| 30 | if isinstance(module, nn.Sequential): |
| 31 | for submodule in module.children(): |
| 32 | modules.append(submodule) |
| 33 | elif isinstance(module, nn.Module): |
| 34 | modules.append(module) |
| 35 | return nn.Sequential(*modules) |
| 36 | |
| 37 | |
| 38 | ''' |
no outgoing calls
no test coverage detected