X-Git-Url: https://wannabe.guru.org/gitweb/?a=blobdiff_plain;f=ml%2Fmodel_trainer.py;h=f61b8e745b6cd6c02f23e258003928caba81916b;hb=c63d439fb7e1d6f50e849b580f8bc6cfe88a81b6;hp=ab3059f855388d06b8077a359897bb07ef5b2bc9;hpb=a838c154135b2420d9047a101caf24a2c9f593c2;p=python_utils.git diff --git a/ml/model_trainer.py b/ml/model_trainer.py index ab3059f..f61b8e7 100644 --- a/ml/model_trainer.py +++ b/ml/model_trainer.py @@ -218,7 +218,7 @@ class TrainingBlueprint(ABC): line = line.strip() try: (key, value) = line.split(self.spec.key_value_delimiter) - except Exception as e: + except Exception: logger.debug(f"WARNING: bad line in file {filename} '{line}', skipped") continue @@ -356,6 +356,13 @@ class TrainingBlueprint(ABC): import input_utils import string_utils + now: datetime.datetime = datetime_utils.now_pacific() + info = f"""Timestamp: {datetime_utils.datetime_to_string(now)} +Model params: {params} +Training examples: {num_examples} +Training set score: {training_score:.2f}% +Testing set score: {test_score:.2f}%""" + print(f'\n{info}\n') if ( (self.spec.persist_percentage_threshold is not None and test_score > self.spec.persist_percentage_threshold) @@ -376,12 +383,6 @@ class TrainingBlueprint(ABC): print(msg) logger.info(msg) model_info_filename = f"{self.spec.basename}_model_info.txt" - now: datetime.datetime = datetime_utils.now_pst() - info = f"""Timestamp: {datetime_utils.datetime_to_string(now)} -Model params: {params} -Training examples: {num_examples} -Training set score: {training_score:.2f}% -Testing set score: {test_score:.2f}%""" with open(model_info_filename, "w") as f: f.write(info) msg = f"Wrote {model_info_filename}:"