|
nj=64
|
|
#:<<!
|
backend=libtorch
|
model_dir="/nfs/zhifu.gzf/export/damo/amp_int8/libtorch"
|
tag=${backend}_fp32
|
!
|
|
:<<!
|
backend=libtorch
|
model_dir="/nfs/zhifu.gzf/export/damo/amp_int8/libtorch_fb20"
|
tag=${backend}_amp_fb20
|
!
|
|
:<<!
|
backend=onnxruntime
|
model_dir="/nfs/zhifu.gzf/export/damo/amp_int8/onnx"
|
tag=${backend}_fp32
|
!
|
|
:<<!
|
backend=onnxruntime
|
model_dir="/nfs/zhifu.gzf/export/damo/amp_int8/onnx_dynamic"
|
tag=${backend}_fp32
|
!
|
|
#scp=/nfs/haoneng.lhn/funasr_data/aishell-1/data/test/wav.scp
|
scp="/nfs/zhifu.gzf/data_debug/test/wav_1500.scp"
|
local_scp_dir=/nfs/zhifu.gzf/data_debug/test/${tag}/split$nj
|
|
rtf_tool=test_rtf.py
|
|
mkdir -p ${local_scp_dir}
|
echo ${local_scp_dir}
|
|
split_scps=""
|
for JOB in $(seq ${nj}); do
|
split_scps="$split_scps $local_scp_dir/wav.$JOB.scp"
|
done
|
|
perl ../../../egs/aishell/transformer/utils/split_scp.pl $scp ${split_scps}
|
|
|
for JOB in $(seq ${nj}); do
|
{
|
core_id=`expr $JOB - 1`
|
taskset -c ${core_id} python ${rtf_tool} ${backend} ${model_dir} ${local_scp_dir}/wav.$JOB.scp &> ${local_scp_dir}/log.$JOB.txt
|
}&
|
|
done
|
wait
|
|
|
rm -rf ${local_scp_dir}/total_time_comput.txt
|
rm -rf ${local_scp_dir}/total_time_wav.txt
|
rm -rf ${local_scp_dir}/total_rtf.txt
|
for JOB in $(seq ${nj}); do
|
{
|
cat ${local_scp_dir}/log.$JOB.txt | grep "total_time_comput" | awk -F ' ' '{print $2}' >> ${local_scp_dir}/total_time_comput.txt
|
cat ${local_scp_dir}/log.$JOB.txt | grep "total_time_wav" | awk -F ' ' '{print $2}' >> ${local_scp_dir}/total_time_wav.txt
|
cat ${local_scp_dir}/log.$JOB.txt | grep "total_rtf" | awk -F ' ' '{print $2}' >> ${local_scp_dir}/total_rtf.txt
|
}
|
|
done
|
|
total_time_comput=`cat ${local_scp_dir}/total_time_comput.txt | awk 'BEGIN {max = 0} {if ($1+0>max+0) max=$1 fi} END {print max}'`
|
total_time_wav=`cat ${local_scp_dir}/total_time_wav.txt | awk '{sum +=$1};END {print sum}'`
|
rtf=`awk 'BEGIN{printf "%.5f\n",'$total_time_comput'/'$total_time_wav'}'`
|
speed=`awk 'BEGIN{printf "%.2f\n",1/'$rtf'}'`
|
|
echo "total_time_comput_ms: $total_time_comput"
|
echo "total_time_wav: $total_time_wav"
|
echo "total_rtf: $rtf, speech: $speed"
|
