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@ -51,7 +51,7 @@ function Run_Converter() {
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# Convert onnx models:
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while read line; do
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model_name=${line%:*}
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model_name=${line%;*}
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if [[ $model_name == \#* ]]; then
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continue
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fi
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@ -160,6 +160,38 @@ function Run_Converter() {
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converter_result='converter weight_quant '${model_name}' failed';echo ${converter_result} >> ${run_converter_result_file};return 1
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fi
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done < ${models_tflite_weightquant_config}
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# Convert models which do not need to be cared about the accuracy:
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while read line; do
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model_name=${line}
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model_type=${line##*.}
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if [[ $model_name == \#* ]] || [[ $model_type == \#* ]]; then
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continue
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fi
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case $model_type in
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tflite)
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model_fmk="TFLITE"
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;;
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caffemodel)
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model_name=${model_name%.*}
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model_fmk="CAFFE"
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;;
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onnx)
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model_fmk="ONNX"
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;;
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mindir)
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model_fmk="MINDIR"
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;;
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esac
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echo ${model_name} >> "${run_converter_log_file}"
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echo './converter_lite --fmk='${model_fmk}' --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name} >> "${run_converter_log_file}"
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./converter_lite --fmk=${model_fmk} --modelFile=${models_path}/${model_name} --outputFile=${ms_models_path}/${model_name}
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if [ $? = 0 ]; then
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converter_result='converter '${model_type}' '${model_name}' pass';echo ${converter_result} >> ${run_converter_result_file}
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else
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converter_result='converter '${model_type}' '${model_name}' failed';echo ${converter_result} >> ${run_converter_result_file};return 1
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fi
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done < ${models_only_for_process_config}
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}
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# Run on x86 platform:
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@ -202,7 +234,7 @@ function Run_x86() {
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# Run onnx converted models:
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while read line; do
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model_name=${line%:*}
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model_name=${line%;*}
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length=${#model_name}
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input_shapes=${line:length+1}
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if [[ $model_name == \#* ]]; then
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@ -309,6 +341,24 @@ function Run_x86() {
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run_result='x86: '${model_name}' failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
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fi
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done < ${models_tflite_weightquant_config}
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# Run converted models which do not need to be cared about the accuracy:
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while read line; do
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model_name=${line}
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if [[ ${line##*.} == "caffemodel" ]]; then
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model_name=${line%.*}
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fi
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echo ${model_name} >> "${run_x86_log_file}"
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echo 'cd '${x86_path}'/mindspore-lite-'${version}'-runtime-x86-'${process_unit_x86} >> "{run_x86_log_file}"
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cd ${x86_path}/mindspore-lite-${version}-runtime-x86-${process_unit_x86} || return 1
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echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms' >> "${run_x86_log_file}"
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export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms >> "${run_x86_log_file}"
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if [ $? = 0 ]; then
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run_result='x86: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
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else
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run_result='x86: '${model_name}' failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
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fi
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done < ${models_only_for_process_config}
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}
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# Run on arm64 platform:
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@ -430,7 +480,7 @@ function Run_arm64() {
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# Run onnx converted models:
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while read line; do
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model_name=${line%:*}
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model_name=${line%;*}
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length=${#model_name}
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input_shapes=${line:length+1}
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if [[ $model_name == \#* ]]; then
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@ -770,6 +820,7 @@ models_tflite_gpu_config=${basepath}/models_fp32_gpu.cfg
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models_fp16_gpu_config=${basepath}/models_fp16_gpu.cfg
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models_arm32_config=${basepath}/models_arm32.cfg
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models_compatibility_config=${basepath}/models_compatibility.cfg
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models_only_for_process_config=${basepath}/models_only_for_process.cfg
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ms_models_path=${basepath}/ms_models
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