PS-Lite Documents

PS-Lite is a lightweight implementation of the parameter server. It provides asynchronous and zero-copy key-value pair communications between machines.

• 1. Overview
  • 1.1. Distributed Optimization
    • 1.1.1. Asynchronous SGD
    • 1.1.2. Synchronized SGD
    • 1.1.3. Which one to use?
  • 1.2. Further Reads
• 2. Get Started
• 3. Tutorials
• 4. How To
  • 4.1. Debug PS-Lite
  • 4.2. Use a Particular Network Interface
  • 4.3. Environment Variables to Start PS-Lite
  • 4.4. Retransmission for Unreliable Network
• 5. APIs