Tune CLI (Experimental) ======================= ``tune`` has an easy-to-use command line interface (CLI) to manage and monitor your experiments on Ray. Here is an example command line call: ``tune list-trials``: List tabular information about trials within an experiment. Empty columns will be dropped by default. Add the ``--sort`` flag to sort the output by specific columns. Add the ``--filter`` flag to filter the output in the format ``" "``. Add the ``--output`` flag to write the trial information to a specific file (CSV or Pickle). Add the ``--columns`` and ``--result-columns`` flags to select specific columns to display. .. code-block:: bash $ tune list-trials [EXPERIMENT_DIR] --output note.csv +------------------+-----------------------+------------+ | trainable_name | experiment_tag | trial_id | |------------------+-----------------------+------------| | MyTrainableClass | 0_height=40,width=37 | 87b54a1d | | MyTrainableClass | 1_height=21,width=70 | 23b89036 | | MyTrainableClass | 2_height=99,width=90 | 518dbe95 | | MyTrainableClass | 3_height=54,width=21 | 7b99a28a | | MyTrainableClass | 4_height=90,width=69 | ae4e02fb | +------------------+-----------------------+------------+ Dropped columns: ['status', 'last_update_time'] Please increase your terminal size to view remaining columns. Output saved at: note.csv $ tune list-trials [EXPERIMENT_DIR] --filter "trial_id == 7b99a28a" +------------------+-----------------------+------------+ | trainable_name | experiment_tag | trial_id | |------------------+-----------------------+------------| | MyTrainableClass | 3_height=54,width=21 | 7b99a28a | +------------------+-----------------------+------------+ Dropped columns: ['status', 'last_update_time'] Please increase your terminal size to view remaining columns.