Function Reference

    Training

    training_run()

    Run a training script

    tuning_run()

    Tune hyperparameters using training flags

    flags() flag_numeric() flag_integer() flag_boolean() flag_string()

    Flags for a training run

    run_dir()

    Current run directory

    unique_run_dir()

    Create a unique run directory

    Visualizing Runs

    view_run()

    View a training run

    compare_runs()

    Compare training runs

    save_run_view()

    Save a run view as HTML

    save_run_comparison()

    Save a run comparison as HTML

    Managing Runs

    ls_runs()

    List or view training runs

    latest_run()

    Latest training run

    run_info()

    Summary of training run

    clean_runs() purge_runs()

    Clean run directories

    copy_run() copy_run_files()

    Copy run directories

    Package API

    Functions for use by R packages that integrate with tfruns

    is_run_active()

    Check for an active training run

    as_run_dir()

    Extract run directory from an object

    view_run_metrics() update_run_metrics()

    View metrics for a training run

    write_run_metadata()

    Write run metadata