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liumingning / eggroll

Eggroll is a multi-paradigm computing framework with a synthesized infrastructure of compiler, (heterogeneous) computing, storage and communication, boosting computing capabilities for large-scale machine learning computation.

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Eggroll is a multi-paradigm computing framework with integrated infrastructures.

Multi-Paradigm:

  • Support both online and offline applications
  • Support multiple programming languages
  • Support heterogeneous hardware
  • Support multiple levels of parallel computing

Integrated Infrastructures:

  • Compiler / Computing / Storage / Network synthesized
  • Eggroll on cluster / standalone / embedded devices

Eggroll 1.x is the runtime of FATE. Eggroll 2.x brings on more features. Please stay tuned.

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Eggroll is a multi-paradigm computing framework with a synthesized infrastructure of compiler, (heterogeneous) computing, storage and communication, boosting computing capabilities for large-scale machine learning computation.

License:Apache License 2.0

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