NN trainer for Starlynn engine

• Compile data converter and dataloader with make converter and make dataloader

  • Do not use compile flag -DNDEBUG, this repo is meant to be used with asserts enabled!

• Convert montyformat data to Starway format by running

  ./montyformat_to_starway[.exe]
      <montyformat file>
      <output data file>
      <batch size>
      <batches to output>
  

• Set training settings in python/settings.py

• Start training: run python3 python/train.py

  • Checkpoints are saved in checkpoints folder

• Export a net checkpoint to binary file: run python3 python/net_to_bin.py (optionally quantizes)

Monty project for the training data

Montyformat docs