add files

funasr_local/runtime/python/utils/test_rtf.sh

@@ -0,0 +1,71 @@
+
+nj=32
+stage=0
+
+scp="/nfs/haoneng.lhn/funasr_data/aishell-1/data/test/wav.scp"
+export_root="/nfs/zhifu.gzf/export"
+split_scps_tool=split_scp.pl
+rtf_tool=test_rtf.py
+
+#:<<!
+model_name="damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch"
+backend="onnx" # "torch"
+quantize='true' # 'False'
+tag=${model_name}/${backend}_quantize_${quantize}
+!
+
+logs_outputs_dir=${export_root}/logs/${tag}/split$nj
+mkdir -p ${logs_outputs_dir}
+echo ${logs_outputs_dir}
+
+
+if [ ${stage} -le 0 ];then
+
+    python -m funasr.export.export_model --model-name ${model_name} --export-dir ${export_root} --type ${backend} --quantize ${quantize} --audio_in ${scp}
+
+fi
+
+
+if [ ${stage} -le 1 ];then
+
+model_dir=${export_root}/${model_name}
+split_scps=""
+for JOB in $(seq ${nj}); do
+    split_scps="$split_scps $logs_outputs_dir/wav.$JOB.scp"
+done
+
+perl ${split_scps_tool} $scp ${split_scps}
+
+
+for JOB in $(seq ${nj}); do
+  {
+    core_id=`expr $JOB - 1`
+    taskset -c ${core_id} python ${rtf_tool} --backend ${backend} --model_dir ${model_dir} --wav_file ${logs_outputs_dir}/wav.$JOB.scp --quantize ${quantize} &> ${logs_outputs_dir}/log.$JOB.txt
+  }&
+
+done
+wait
+
+
+rm -rf ${logs_outputs_dir}/total_time_comput.txt
+rm -rf ${logs_outputs_dir}/total_time_wav.txt
+rm -rf ${logs_outputs_dir}/total_rtf.txt
+for JOB in $(seq ${nj}); do
+  {
+    cat ${logs_outputs_dir}/log.$JOB.txt | grep "total_time_comput" | awk -F ' '  '{print $2}' >> ${logs_outputs_dir}/total_time_comput.txt
+    cat ${logs_outputs_dir}/log.$JOB.txt | grep "total_time_wav" | awk -F ' '  '{print $2}' >> ${logs_outputs_dir}/total_time_wav.txt
+    cat ${logs_outputs_dir}/log.$JOB.txt | grep "total_rtf" | awk -F ' '  '{print $2}' >> ${logs_outputs_dir}/total_rtf.txt
+  }
+
+done
+
+total_time_comput=`cat ${logs_outputs_dir}/total_time_comput.txt | awk 'BEGIN {max = 0} {if ($1+0>max+0) max=$1 fi} END {print max}'`
+total_time_wav=`cat ${logs_outputs_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"
+
+fi