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Clarification on deployment configuration #235

@tonyf

Description

@tonyf

It would be helpful to have further documentation on deployment recommendations in a production setting.

For example:

  • Should the parameter server / lighthouse server be colocated for performance? Is it necessary to have high speed interconnect between the lighthouse server and the worker nodes?
  • Can a single lighthouse server be shared amongst multiple training jobs? If so, how are the instances/jobs distinguished from each other?
  • What kind of minimum specs are recommended for the lighthouse / parameter servers? How does this relate to model size?

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