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@leondavi leondavi released this 13 Mar 22:49
· 458 commits to master since this release
5b9b498

Nerlnet version 1.4.0 - Endorphins

This version introduces new infra design to support various libraries of edge ML by setting a clear and easy API for translation of NN models parameters in NerlNIF.

  • Improve APIServer communication with MainServer
  • Introduce ApiServerDB, improved structured data base to collect ML results and Nerlnet cluster statistics.
  • Introduce SourcePiece for flexible management of allocated batches from CSV with multiple sources.
  • New experiment flow design (new exp json style)
  • Introducing experiment phases for flexible management of experiments
  • Add support for CNN layers
  • OpenNN version with CNN supported
  • Add support of AE and AEC
  • Improve communication statistics of all entities
  • Improve Stats class of ApiServer
  • Improve experiment flow API
  • Add Bounding Layer support to Nerlplanner and NerlworkerOpennn
  • Add Models NIF tests (Perceptron, CNN, AE)