You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
42 lines
924 B
42 lines
924 B
#! /usr/bin/env bash
|
|
|
|
cd ../.. > /dev/null
|
|
|
|
# grid-search for hyper-parameters in language model
|
|
CUDA_VISIBLE_DEVICES=0,1,2,3 \
|
|
python -u tools/tune.py \
|
|
--num_batches=-1 \
|
|
--batch_size=256 \
|
|
--trainer_count=8 \
|
|
--beam_size=500 \
|
|
--num_proc_bsearch=12 \
|
|
--num_conv_layers=2 \
|
|
--num_rnn_layers=3 \
|
|
--rnn_layer_size=2048 \
|
|
--num_alphas=45 \
|
|
--num_betas=8 \
|
|
--alpha_from=1.0 \
|
|
--alpha_to=3.2 \
|
|
--beta_from=0.1 \
|
|
--beta_to=0.45 \
|
|
--cutoff_prob=1.0 \
|
|
--cutoff_top_n=40 \
|
|
--use_gru=False \
|
|
--use_gpu=True \
|
|
--share_rnn_weights=True \
|
|
--tune_manifest='data/librispeech/manifest.dev-clean' \
|
|
--mean_std_path='data/librispeech/mean_std.npz' \
|
|
--vocab_path='models/librispeech/vocab.txt' \
|
|
--model_path='models/librispeech/params.tar.gz' \
|
|
--lang_model_path='models/lm/common_crawl_00.prune01111.trie.klm' \
|
|
--error_rate_type='wer' \
|
|
--specgram_type='linear'
|
|
|
|
if [ $? -ne 0 ]; then
|
|
echo "Failed in tuning!"
|
|
exit 1
|
|
fi
|
|
|
|
|
|
exit 0
|