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.
29 lines
488 B
29 lines
488 B
4 years ago
|
#! /usr/bin/env bash
|
||
|
|
|
||
|
|
# grid-search for hyper-parameters in language model
|
||
|
|
python3 -u ${BIN_DIR}/tune.py \
|
||
|
|
--device 'gpu' \
|
||
|
|
--nproc 1 \
|
||
|
|
--config conf/deepspeech2.yaml \
|
||
|
|
--num_batches=10 \
|
||
|
|
--batch_size=128 \
|
||
|
|
--beam_size=300 \
|
||
|
|
--num_proc_bsearch=8 \
|
||
|
|
--num_alphas=10 \
|
||
|
|
--num_betas=10 \
|
||
|
|
--alpha_from=0.0 \
|
||
|
|
--alpha_to=5.0 \
|
||
|
|
--beta_from=-6 \
|
||
|
|
--beta_to=6 \
|
||
|
|
--cutoff_prob=1.0 \
|
||
|
|
--cutoff_top_n=40 \
|
||
|
|
--checkpoint_path ${1}
|
||
|
|
|
||
|
|
if [ $? -ne 0 ]; then
|
||
|
|
echo "Failed in tuning!"
|
||
|
|
exit 1
|
||
|
|
fi
|
||
|
|
|
||
|
|
|
||
|
|
exit 0
|