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add mix bit smoke

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pull/8249/head
guohongzilong 4 years ago
parent 75b4446dfa
commit e4427a9ddc
2 changed files with 52 additions and 1 deletions
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1
mindspore/lite/test/models_mindspore_mixbit.cfg
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@ -0,0 +1 @@
efficientnet.mindir

52
mindspore/lite/test/run_benchmark_nets.sh
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@ -186,7 +186,7 @@ function Run_Converter() {
continue
fi
echo ${model_name} >> "${run_converter_log_file}"
echo './converter_lite --fmk=MINDIR --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}'--quantType=WeightQuant --bitNum=8 --quantWeightSize=500 --quantWeightChannel=16' >> "${run_converter_log_file}"
echo './converter_lite --fmk=MINDIR --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}' --quantType=WeightQuant --bitNum=8 --quantWeightSize=500 --quantWeightChannel=16' >> "${run_converter_log_file}"
./converter_lite --fmk=MINDIR --modelFile=$models_path/${model_name} --outputFile=${ms_models_path}/${model_name}_weightquant --quantType=WeightQuant --bitNum=8 --quantWeightSize=500 --quantWeightChannel=16
if [ $? = 0 ]; then
converter_result='converter weight_quant '${model_name}' pass';echo ${converter_result} >> ${run_converter_result_file}
@ -195,6 +195,30 @@ function Run_Converter() {
fi
done < ${models_mindspore_weightquant_config}
# Convert mindir mixbit weightquant models:
while read line; do
model_name=${line}
if [[ $model_name == \#* ]]; then
continue
fi
echo ${model_name}'_7bit' >> "${run_converter_log_file}"
echo './converter_lite --fmk=MINDIR --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}'_7bit --quantType=WeightQuant --bitNum=7 --quantWeightSize=500 --quantWeightChannel=16' >> "${run_converter_log_file}"
./converter_lite --fmk=MINDIR --modelFile=${models_path}/${model_name} --outputFile=${ms_models_path}/${model_name}'_7bit' --quantType=WeightQuant --bitNum=7 --quantWeightSize=500 --quantWeightChannel=16
if [ $? = 0 ]; then
converter_result='converter mindspore '${model_name}'_7bit pass';echo ${converter_result} >> ${run_converter_result_file}
else
converter_result='converter mindspore '${model_name}'_7bit failed';echo ${converter_result} >> ${run_converter_result_file};return 1
fi
echo ${model_name}'_9bit' >> "${run_converter_log_file}"
echo './converter_lite --fmk=MINDIR --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}'_9bit --quantType=WeightQuant --bitNum=9 --quantWeightSize=500 --quantWeightChannel=16' >> "${run_converter_log_file}"
./converter_lite --fmk=MINDIR --modelFile=${models_path}/${model_name} --outputFile=${ms_models_path}/${model_name}'_9bit' --quantType=WeightQuant --bitNum=9 --quantWeightSize=500 --quantWeightChannel=16
if [ $? = 0 ]; then
converter_result='converter mindspore '${model_name}'_9bit pass';echo ${converter_result} >> ${run_converter_result_file}
else
converter_result='converter mindspore '${model_name}'_9bit failed';echo ${converter_result} >> ${run_converter_result_file};return 1
fi
done < ${models_mindspore_mixbit_config}
# Convert models which do not need to be cared about the accuracy:
while read line; do
model_name=${line}
@ -412,6 +436,31 @@ function Run_x86() {
fi
done < ${models_mindspore_weightquant_config}
# Run mindir mixbit weight quantization converted models:
while read line; do
model_name=${line}
if [[ $model_name == \#* ]]; then
continue
fi
echo ${model_name} >> "${run_x86_log_file}"
echo 'cd '${x86_path}'/mindspore-lite-'${version}'-runtime-x86-'${process_unit_x86} >> "${run_x86_log_file}"
cd ${x86_path}/mindspore-lite-${version}-runtime-x86-${process_unit_x86} || return 1
echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_7bit.ms.out' >> "${run_x86_log_file}"
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_7bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_7bit.ms.out >> "${run_x86_log_file}"
if [ $? = 0 ]; then
run_result='x86: '${model_name}'_7bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
else
run_result='x86: '${model_name}'_7bit failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
fi
echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'_9bit.ms.out' >> "${run_x86_log_file}"
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}_9bit.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}_9bit.ms.out >> "${run_x86_log_file}"
if [ $? = 0 ]; then
run_result='x86: '${model_name}'_9bit pass'; echo ${run_result} >> ${run_benchmark_result_file}
else
run_result='x86: '${model_name}'_9bit failed'; echo ${run_result} >> ${run_benchmark_result_file}; return 1
fi
done < ${models_mindspore_mixbit_config}
# Run converted models which do not need to be cared about the accuracy:
while read line; do
model_name=${line}
@ -941,6 +990,7 @@ models_onnx_config=${basepath}/models_onnx.cfg
models_fp16_config=${basepath}/models_fp16.cfg
models_mindspore_config=${basepath}/models_mindspore.cfg
models_mindspore_train_config=${basepath}/models_mindspore_train.cfg
models_mindspore_mixbit_config=${basepath}/models_mindspore_mixbit.cfg
models_tflite_gpu_config=${basepath}/models_fp32_gpu.cfg
models_mindspore_weightquant_config=${basepath}/models_mindspore_weightquant.cfg
models_fp16_gpu_config=${basepath}/models_fp16_gpu.cfg

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