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KungFu 0.1.0 pre-release

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@luomai luomai released this 26 Oct 17:02
· 147 commits to master since this release
v0.1.0
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Learn about vigilant mode.

This is the first release of KungFu.

This release contains two features:

  • SynchronousSGDOptimizer: This optimiser implements the classical Synchronous SGD algorithm for distributed training.
  • PairAeveragingOptimizer: This optimiser implements communication-efficient asynchronous training while reaching the same evaluation accuracy as the S-SGD.

We have tested and deployed these optimisers in a cloud testbed and a production cluster. Check out their performance in the Benchmark section in README.

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