Nerlnet - Endorphins
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)