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Revert "Revert "[tune] PB2 (#11466)" (#11795)" (#11812)

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Richard Liaw
2020-11-04 20:47:12 -08:00
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parent 612ddb2dd1
commit efa07d5403
12 changed files with 863 additions and 19 deletions
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doc/source/tune/examples/index.rst
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@@ -18,6 +18,7 @@ General Examples
- :doc:`/tune/examples/pbt_example`: Example of using a Trainable class with PopulationBasedTraining scheduler.
- :doc:`/tune/examples/pbt_function`: Example of using the function API with a PopulationBasedTraining scheduler.
- :doc:`/tune/examples/pbt_ppo_example`: Example of optimizing a distributed RLlib algorithm (PPO) with the PopulationBasedTraining scheduler.
- :doc:`/tune/examples/pb2_ppo_example`: Example of optimizing a distributed RLlib algorithm (PPO) with the PB2 scheduler. Uses a small population size of 4, so can train on a laptop.
- :doc:`/tune/examples/logging_example`: Example of custom loggers and custom trial directory naming.
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doc/source/tune/examples/pb2_example.rst
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:orphan:
pb2_example
~~~~~~~~~~~
.. literalinclude:: /../../python/ray/tune/examples/pb2_example.py
doc/source/tune/examples/pb2_ppo_example.rst
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:orphan:
pb2_ppo_example
~~~~~~~~~~~~~~~
.. literalinclude:: /../../python/ray/tune/examples/pb2_ppo_example.py