Allow bool input for loggers

llmfoundry/utils/builders.py

@@ -219,21 +219,16 @@ def build_callback(
 
 
 def build_logger(name: str, kwargs: Dict[str, Any]) -> LoggerDestination:
-    kwargs_dict = {
-        k: v if isinstance(v, str) else om.to_container(v, resolve=True)
-        for k, v in kwargs.items()
-    }
-
     if name == 'wandb':
-        return WandBLogger(**kwargs_dict)
+        return WandBLogger(**kwargs)
     elif name == 'tensorboard':
-        return TensorboardLogger(**kwargs_dict)
+        return TensorboardLogger(**kwargs)
     elif name == 'in_memory_logger':
-        return InMemoryLogger(**kwargs_dict)
+        return InMemoryLogger(**kwargs)
     elif name == 'mlflow':
-        return MLFlowLogger(**kwargs_dict)
+        return MLFlowLogger(**kwargs)
     elif name == 'inmemory':
-        return InMemoryLogger(**kwargs_dict)
+        return InMemoryLogger(**kwargs)
     else:
         raise ValueError(f'Not sure how to build logger: {name}')
 

scripts/train/train.py

@@ -278,7 +278,8 @@ def main(cfg: DictConfig) -> Trainer:
     logger_configs: Optional[DictConfig] = pop_config(cfg,
                                                       'loggers',
                                                       must_exist=False,
-                                                      default_value=None)
+                                                      default_value=None,
+                                                      convert=True)
     callback_configs: Optional[DictConfig] = pop_config(cfg,
                                                         'callbacks',
                                                         must_exist=False,

tests/utils/test_builders.py

@@ -135,14 +135,14 @@ def test_build_logger():
     with pytest.raises(ValueError):
         _ = build_logger('unknown', {})
 
-    logger_cfg = DictConfig({
+    logger_cfg = {
         'project': 'foobar',
         'init_kwargs': {
             'config': {
                 'foo': 'bar',
             }
         }
-    })
+    }
     wandb_logger = build_logger('wandb', logger_cfg)  # type: ignore
     assert isinstance(wandb_logger, WandBLogger)
     assert wandb_logger.project == 'foobar'