| @@ -210,7 +210,7 @@ class Preprocessor(ABC): | |||||
| sub_key = 'train' if preprocessor_mode == ModeKeys.TRAIN else 'val' | sub_key = 'train' if preprocessor_mode == ModeKeys.TRAIN else 'val' | ||||
| if not hasattr(cfg, 'preprocessor') or len(cfg.preprocessor) == 0: | if not hasattr(cfg, 'preprocessor') or len(cfg.preprocessor) == 0: | ||||
| logger.error('No preprocessor field found in cfg.') | |||||
| logger.warn('No preprocessor field found in cfg.') | |||||
| preprocessor_cfg = ConfigDict() | preprocessor_cfg = ConfigDict() | ||||
| else: | else: | ||||
| preprocessor_cfg = cfg.preprocessor | preprocessor_cfg = cfg.preprocessor | ||||
| @@ -219,9 +219,8 @@ class Preprocessor(ABC): | |||||
| if sub_key in preprocessor_cfg: | if sub_key in preprocessor_cfg: | ||||
| sub_cfg = getattr(preprocessor_cfg, sub_key) | sub_cfg = getattr(preprocessor_cfg, sub_key) | ||||
| else: | else: | ||||
| logger.error( | |||||
| f'No {sub_key} key and type key found in ' | |||||
| f'preprocessor domain of configuration.json file.') | |||||
| logger.warn(f'No {sub_key} key and type key found in ' | |||||
| f'preprocessor domain of configuration.json file.') | |||||
| sub_cfg = preprocessor_cfg | sub_cfg = preprocessor_cfg | ||||
| else: | else: | ||||
| sub_cfg = preprocessor_cfg | sub_cfg = preprocessor_cfg | ||||
| @@ -237,7 +236,7 @@ class Preprocessor(ABC): | |||||
| preprocessor = build_preprocessor(sub_cfg, field_name) | preprocessor = build_preprocessor(sub_cfg, field_name) | ||||
| else: | else: | ||||
| logger.error( | |||||
| logger.warn( | |||||
| f'Cannot find available config to build preprocessor at mode {preprocessor_mode}, ' | f'Cannot find available config to build preprocessor at mode {preprocessor_mode}, ' | ||||
| f'current config: {sub_cfg}. trying to build by task and model information.' | f'current config: {sub_cfg}. trying to build by task and model information.' | ||||
| ) | ) | ||||
| @@ -245,13 +244,13 @@ class Preprocessor(ABC): | |||||
| model_type = model_cfg.type if hasattr( | model_type = model_cfg.type if hasattr( | ||||
| model_cfg, 'type') else getattr(model_cfg, 'model_type', None) | model_cfg, 'type') else getattr(model_cfg, 'model_type', None) | ||||
| if task is None or model_type is None: | if task is None or model_type is None: | ||||
| logger.error( | |||||
| logger.warn( | |||||
| f'Find task: {task}, model type: {model_type}. ' | f'Find task: {task}, model type: {model_type}. ' | ||||
| f'Insufficient information to build preprocessor, skip building preprocessor' | f'Insufficient information to build preprocessor, skip building preprocessor' | ||||
| ) | ) | ||||
| return None | return None | ||||
| if (model_type, task) not in PREPROCESSOR_MAP: | if (model_type, task) not in PREPROCESSOR_MAP: | ||||
| logger.error( | |||||
| logger.warn( | |||||
| f'No preprocessor key {(model_type, task)} found in PREPROCESSOR_MAP, ' | f'No preprocessor key {(model_type, task)} found in PREPROCESSOR_MAP, ' | ||||
| f'skip building preprocessor.') | f'skip building preprocessor.') | ||||
| return None | return None | ||||