RNN language model training, export, and perplexity toolkit
Project description
rnnlm
Train, export, and evaluate RNNLM for ASR.
Install
Install in editable mode from repository root:
pip install -e .
CLI
After installation, use:
rnnlm train --help
rnnlm ppl --help
rnnlm export --help
Examples:
rnnlm train --num-epochs 30 --batch-size 400 --exp-dir rnn_lm/exp --lm-data data/train.txt --lm-data-valid data/valid.txt --bpe-model data/bpe.model
rnnlm ppl --epoch 29 --avg 5 --exp-dir rnn_lm/exp --lm-data data/test.txt --bpe-model data/bpe.model
rnnlm export --epoch 29 --avg 5 --exp-dir rnn_lm/exp --jit 1
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