diff options
| -rw-r--r-- | training/utils.py | 26 |
1 files changed, 19 insertions, 7 deletions
diff --git a/training/utils.py b/training/utils.py index 6f57e4d..41e0a71 100644 --- a/training/utils.py +++ b/training/utils.py @@ -38,23 +38,35 @@ def configure_logging(config: DictConfig) -> None: def configure_callbacks(config: DictConfig,) -> List[Type[Callback]]: """Configures Lightning callbacks.""" - callbacks = [] - if config.get("callbacks"): - for callback_config in config.callbacks.values(): + def load_callback(callback_config: DictConfig) -> Type[Callback]: + log.info(f"Instantiating callback <{callback_config._target_}>") + return hydra.utils.instantiate(callback_config) + + def load_callbacks(callback_configs: DictConfig) -> List[Type[Callback]]: + callbacks = [] + for callback_config in callback_configs.values(): if callback_config.get("_target_"): - log.info(f"Instantiating callback <{callback_config._target_}>") - callbacks.append(hydra.utils.instantiate(callback_config)) + callbacks.append(load_callback(callback_config)) + else: + callbacks += load_callbacks(callback_config) + return callbacks + + if config.get("callbacks"): + callbacks = load_callbacks(config.callbacks) return callbacks def configure_logger(config: DictConfig) -> List[Type[LightningLoggerBase]]: """Configures Lightning loggers.""" + def load_logger(logger_config: DictConfig) -> Type[LightningLoggerBase]: + log.info(f"Instantiating logger <{logger_config._target_}>") + return hydra.utils.instantiate(logger_config) + logger = [] if config.get("logger"): for logger_config in config.logger.values(): if logger_config.get("_target_"): - log.info(f"Instantiating logger <{logger_config._target_}>") - logger.append(hydra.utils.instantiate(logger_config)) + logger.append(load_logger(logger_config)) return logger |