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 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