Scripts for automatically generating hpm files for Neural Machine Translation models trained with Sockeye given possible values of hyperparameters.

1. Specify workdir, rootdir, src, trg, etc. in *.hpm.template files. Notice ??? is a placeholder that will be replaced later with actual values from *_hpm_dict.py.

2. Specify hyperparameter values in *_hpm_dict.py.

3. Make a directory for generated hpm files, e.g. rnn_hpm.

4. Run scripts to generate hpm files: RNN models:

python hpm_generator.py -a rnn -o rnn_hpm

CNN models:

python hpm_generator.py -a cnn cnn_hpm

Transformer models:

python hpm_generator.py -a trans trans_hpm