batdetect2/docs/source/reference/logging-config.md

Logging config reference

AppLoggingConfig controls which logger backend BatDetect2 uses for training, evaluation, and inference.

Defined in batdetect2.logging.

Top-level fields

• train
  • logger config for training runs.
• evaluation
  • logger config for evaluation runs.
• inference
  • logger config for inference runs.

Built-in logger backends

Current built-in logger backends are:

• csv
• tensorboard
• mlflow
• dvclive

Default behaviour

By default:

• training uses csv,
• evaluation uses csv,
• inference uses csv.

With the CSV logger, training writes a metrics.csv file in the log folder.

Example files live under example_data/configs/, including example_data/configs/logging.yaml.

Related pages

• Train command reference: {doc}cli/train
• Evaluate command reference: {doc}cli/evaluate
• Run inference on a folder: {doc}../tutorials/run-inference-on-folder