tfruns

Track and visualize training runs and experiments

Training

Function(s) Description
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

Function(s) Description
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

Function(s) Description
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
clean_runs() purge_runs() Clean run directories
copy_run() copy_run_files() Copy run directories
copy_run() copy_run_files() Copy run directories

Package API

Function(s) Description
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
view_run_metrics() update_run_metrics() View metrics for a training run
write_run_metadata() Write run metadata