From 9b4e9cc8a0311e5243d69b73ed073e7ea441982e Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期三, 27 三月 2024 16:05:29 +0800
Subject: [PATCH] train update
---
examples/aishell/conformer/run.sh | 19 +++++++++++--------
1 files changed, 11 insertions(+), 8 deletions(-)
diff --git a/examples/aishell/conformer/run.sh b/examples/aishell/conformer/run.sh
index 3029cbd..fa6873a 100755
--- a/examples/aishell/conformer/run.sh
+++ b/examples/aishell/conformer/run.sh
@@ -14,10 +14,10 @@
# feature configuration
nj=32
-inference_device="cuda" #"cpu"
-inference_checkpoint="model.pt"
+inference_device="cuda" #"cpu", "cuda:0", "cuda:1"
+inference_checkpoint="model.pt.avg5"
inference_scp="wav.scp"
-inference_batch_size=32
+inference_batch_size=1
# data
raw_data=../raw_data
@@ -77,7 +77,7 @@
--config-name "${config}" \
++train_data_set_list="${feats_dir}/data/${train_set}/audio_datasets.jsonl" \
++cmvn_file="${feats_dir}/data/${train_set}/cmvn.json" \
- ++dataset_conf.num_workers=$nj
+
fi
token_list=${feats_dir}/data/${lang}_token_list/$token_type/tokens.txt
@@ -142,8 +142,9 @@
for dset in ${test_sets}; do
- inference_dir="${exp_dir}/exp/${model_dir}/${inference_checkpoint}/${dset}"
+ inference_dir="${exp_dir}/exp/${model_dir}/inference-${inference_checkpoint}/${dset}"
_logdir="${inference_dir}/logdir"
+ echo "inference_dir: ${inference_dir}"
mkdir -p "${_logdir}"
data_dir="${feats_dir}/data/${dset}"
@@ -155,7 +156,7 @@
done
utils/split_scp.pl "${key_file}" ${split_scps}
- gpuid_list_array=(${gpuid_list//,/ })
+ gpuid_list_array=(${CUDA_VISIBLE_DEVICES//,/ })
for JOB in $(seq ${nj}); do
{
id=$((JOB-1))
@@ -171,6 +172,8 @@
++input="${_logdir}/keys.${JOB}.scp" \
++output_dir="${inference_dir}/${JOB}" \
++device="${inference_device}" \
+ ++ncpu=1 \
+ ++disable_log=true \
++batch_size="${inference_batch_size}" &> ${_logdir}/log.${JOB}.txt
}&
@@ -187,8 +190,8 @@
done
echo "Computing WER ..."
- cp ${inference_dir}/1best_recog/text ${inference_dir}/1best_recog/text.proc
- cp ${data_dir}/text ${inference_dir}/1best_recog/text.ref
+ python utils/postprocess_text_zh.py ${inference_dir}/1best_recog/text ${inference_dir}/1best_recog/text.proc
+ python utils/postprocess_text_zh.py ${data_dir}/text ${inference_dir}/1best_recog/text.ref
python utils/compute_wer.py ${inference_dir}/1best_recog/text.ref ${inference_dir}/1best_recog/text.proc ${inference_dir}/1best_recog/text.cer
tail -n 3 ${inference_dir}/1best_recog/text.cer
done
--
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