游雁
2023-08-30 c2e4e3c2e9be855277d9f4fa9cd0544892ff829a
egs/aishell/paraformerbert/local/extract_embeds.sh
@@ -3,20 +3,16 @@
stage=1
stop_stage=3
bert_model_root="../../huggingface_models"
bert_model_name="bert-base-chinese"
#bert_model_name="chinese-roberta-wwm-ext"
#bert_model_name="mengzi-bert-base"
raw_dataset_path=~/Funasr_data/aishell-1
model_path=${bert_model_root}/${bert_model_name}
raw_dataset_path="../DATA"
nj=64
model_path=${bert_model_name}
. utils/parse_options.sh || exit 1;
nj=32
for data_set in train dev test;do
    scp=$raw_dataset_path/dump/fbank/${data_set}/text
    local_scp_dir_raw=$raw_dataset_path/embeds/$bert_model_name/${data_set}
    scp=$raw_dataset_path/data/${data_set}/text
    local_scp_dir_raw=${raw_dataset_path}/data/embeds/${data_set}
    local_scp_dir=$local_scp_dir_raw/split$nj
    local_records_dir=$local_scp_dir_raw/ark
@@ -39,11 +35,10 @@
                JOB=`expr $tmp + $idx`
                echo "proces jobid=$JOB"
                {
                beg=0
                gpu=`expr $beg + $idx`
                echo ${local_scp_dir}/log.${JOB}
                python utils/extract_embeds.py $local_scp_dir/data.$JOB.text ${local_records_dir}/embeds.${JOB}.ark ${local_records_dir}/embeds.${JOB}.scp ${local_records_dir}/embeds.${JOB}.shape ${gpu} ${model_path} &> ${local_scp_dir}/log.${JOB}
                    beg=0
                    gpu=`expr $beg + $idx`
                    echo ${local_scp_dir}/log.${JOB}
                    python utils/extract_embeds.py $local_scp_dir/data.$JOB.text ${local_records_dir}/embeds.${JOB}.ark ${local_records_dir}/embeds.${JOB}.scp ${local_records_dir}/embeds.${JOB}.shape ${gpu} ${model_path} &> ${local_scp_dir}/log.${JOB}
            } &
            done
            wait
@@ -55,12 +50,12 @@
            cat ${local_records_dir}/embeds.${JOB}.scp || exit 1;
        done > ${local_scp_dir_raw}/embeds.scp
        sed 's#nfs#data\/volume1#g' ${local_scp_dir_raw}/embeds.scp > ${local_scp_dir_raw}/embeds.scp.pai
        for JOB in $(seq ${nj}); do
            cat ${local_records_dir}/embeds.${JOB}.shape || exit 1;
        done > ${local_scp_dir_raw}/embeds.shape
    fi
    cp ${local_scp_dir_raw}/embeds.scp  ${raw_dataset_path}/data/${data_set}/embeds.scp
done
echo "embeds is in: ${local_scp_dir_raw}"