Code in benchmarking/examples/benchmark_hypertune
=================================================

Comparison of
`Hyper-Tune <tutorials/multifidelity/mf_async_model.html#hyper-tune>`__
against a number of baselines. This example also demonstrate how results can
be plotted.

.. literalinclude:: ../../../benchmarking/examples/benchmark_hypertune/baselines.py
   :caption: benchmarking/examples/benchmark_hypertune/baselines.py
   :start-after: # permissions and limitations under the License.

.. literalinclude:: ../../../benchmarking/examples/benchmark_hypertune/benchmark_definitions.py
   :caption: benchmarking/examples/benchmark_hypertune/benchmark_definitions.py
   :start-after: # permissions and limitations under the License.

.. literalinclude:: ../../../benchmarking/examples/benchmark_hypertune/hpo_main.py
   :caption: benchmarking/examples/benchmark_hypertune/hpo_main.py
   :start-after: # permissions and limitations under the License.

.. literalinclude:: ../../../benchmarking/examples/benchmark_hypertune/launch_remote.py
   :caption: benchmarking/examples/benchmark_hypertune/launch_remote.py
   :start-after: # permissions and limitations under the License.

.. literalinclude:: ../../../benchmarking/examples/benchmark_hypertune/plot_results.py
   :caption: benchmarking/examples/benchmark_hypertune/plot_results.py
   :start-after: # permissions and limitations under the License.

.. literalinclude:: ../../../benchmarking/examples/benchmark_hypertune/requirements.txt
   :caption: benchmarking/examples/benchmark_hypertune/requirements.txt