hunk.code_window: ----------------------------
   You can post questions or issues or feedback through the following channels:
   1. `Our Mailing List`_: For discussions about development, questions about
      usage, or any general questions and feedback.
   2. `GitHub Issues`_: For bug reports and feature requests.
  
hunk.labels: keep keep keep keep replace replace replace keep
hunk.after_edit: 1. `ray-dev@googlegroups.com`_: For discussions about development or any general
      questions and feedback.
   2. `StackOverflow`_: For questions about how to use Ray.
   3. `GitHub Issues`_: For bug reports and feature requests.
  
hunk.file_path: doc/source/tune-usage.rst
hunk.type: replace
file: <!--
  General questions should be asked on the mailing list ray-dev@googlegroups.com.
  
  Before submitting an issue, please fill out the following form.
  -->
  
  ### System information
  - **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**:
  - **Ray installed from (source or binary)**:
  - **Ray version**:
  - **Python version**:
  - **Exact command to reproduce**:
  
  <!--
  You can obtain the Ray version with
  
  python -c "import ray; print(ray.__version__)"
  -->
  
  ### Describe the problem
  <!-- Describe the problem clearly here. -->
  
  ### Source code / logs
  <!-- Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached. Try to provide a reproducible test case that is the bare minimum necessary to generate the problem. -->
  