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Nerlnet Oxytocin - Efficient Communication and federated learning workers

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@leondavi leondavi released this 12 Jun 18:31
· 1193 commits to master since this release
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Nerlnet - version 1.2.0 Oxytocin

  • NerlTensors are introduced in this version (Binary and Erlang)
  • NerlTensors can be encoded as double or float (binaries instead of Erlang lists).
  • Improve the efficiency of the communication network.
  • Add confusion matrix of workers.
  • Add generic worker and workerNN - Easier worker implementation in Erlang.
  • Improve NIF efficiency by using DMA copies from binary instead of list to tensor assignment cell by cell.
  • Improve logs.
  • Improved Json parser.
  • Tests and CI support.
  • Introducing the GenericWorker FSM - Intelligence is implemented on worker FSMs.
  • Implement workerFederated client and server.