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 |