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40 lines
2 KiB
ReStructuredText
40 lines
2 KiB
ReStructuredText
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Tune CLI (Experimental)
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=======================
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``tune`` has an easy-to-use command line interface (CLI) to manage and monitor your experiments on Ray. To do this, verify that you have the ``tabulate`` library installed:
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.. code-block:: bash
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$ pip install tabulate
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Here are a few examples of command line calls.
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- ``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 ``"<column> <operator> <value>"``. 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.
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.. code-block:: bash
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$ tune list-trials [EXPERIMENT_DIR] --output note.csv
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+------------------+-----------------------+------------+
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| trainable_name | experiment_tag | trial_id |
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|------------------+-----------------------+------------|
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| MyTrainableClass | 0_height=40,width=37 | 87b54a1d |
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| MyTrainableClass | 1_height=21,width=70 | 23b89036 |
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| MyTrainableClass | 2_height=99,width=90 | 518dbe95 |
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| MyTrainableClass | 3_height=54,width=21 | 7b99a28a |
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| MyTrainableClass | 4_height=90,width=69 | ae4e02fb |
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+------------------+-----------------------+------------+
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Dropped columns: ['status', 'last_update_time']
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Please increase your terminal size to view remaining columns.
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Output saved at: note.csv
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$ tune list-trials [EXPERIMENT_DIR] --filter "trial_id == 7b99a28a"
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+------------------+-----------------------+------------+
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| trainable_name | experiment_tag | trial_id |
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|------------------+-----------------------+------------|
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| MyTrainableClass | 3_height=54,width=21 | 7b99a28a |
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+------------------+-----------------------+------------+
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Dropped columns: ['status', 'last_update_time']
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Please increase your terminal size to view remaining columns.
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