Extract Model class source and produce a renamed ModelNew copy.
(self)
| 303 | """ |
| 304 | |
| 305 | def _extract_and_rename_model(self) -> str: |
| 306 | """Extract Model class source and produce a renamed ModelNew copy.""" |
| 307 | model_src = self._extract_class("Model") |
| 308 | if model_src: |
| 309 | return model_src.replace("class Model(", "class ModelNew(", 1) |
| 310 | |
| 311 | # Fallback: delegate wrapper |
| 312 | return '''class ModelNew(nn.Module): |
| 313 | """Optimized version -- replace forward() internals with custom kernels.""" |
| 314 | |
| 315 | def __init__(self, *args, **kwargs): |
| 316 | super().__init__() |
| 317 | self._ref = Model(*args, **kwargs) |
| 318 | |
| 319 | def forward(self, *args, **kwargs): |
| 320 | # TODO: Replace with optimized implementation |
| 321 | return self._ref(*args, **kwargs) |
| 322 | ''' |
| 323 | |
| 324 | def _extract_class(self, class_name: str) -> Optional[str]: |
| 325 | """Extract a class definition (including body) from source.""" |
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