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提交 6a1acf76 编写于 作者: H HydrogenSulfate
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test_tipc/docs/test_inference_cpp.md
浏览文件 @ 6a1acf76
......@@ -234,7 +234,7 @@ make -j
* 可执行以下命令，自动完成上述准备环境中的所需内容
```shell
bash test_tipc/prepare.sh test_tipc/configs/ResNet50/ResNet50_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt cpp_infer
bash test_tipc/prepare.sh test_tipc/config/ResNet/ResNet50_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt cpp_infer
```
### 2.3 功能测试
......@@ -248,14 +248,14 @@ bash test_tipc/test_inference_cpp.sh ${your_params_file}
以`ResNet50`的`Linux GPU/CPU C++推理测试`为例，命令如下所示。
```shell
bash test_tipc/test_inference_cpp.sh test_tipc/configs/ResNet50/ResNet50_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
bash test_tipc/test_inference_cpp.sh test_tipc/config/ResNet/ResNet50_linux_gpu_normal_normal_infer_cpp_linux_gpu_cpu.txt
```
输出结果如下，表示命令运行成功。
```shell
Run successfully with command - ./deploy/cpp/build/clas_system -c ./deploy/configs/inference_cls.yaml > ./test_tipc/output/ResNet50/infer_cpp/infer_cpp_use_gpu.log 2>&1 !
Run successfully with command - ./deploy/cpp/build/clas_system -c ./deploy/configs/inference_cls.yaml > ./test_tipc/output/ResNet50/infer_cpp/infer_cpp_use_cpu.log 2>&1 !
Run successfully with command - ./deploy/cpp/build/clas_system -c ./deploy/config/inference_cls.yaml > ./test_tipc/output/ResNet50/infer_cpp/infer_cpp_use_gpu.log 2>&1 !
Run successfully with command - ./deploy/cpp/build/clas_system -c ./deploy/config/inference_cls.yaml > ./test_tipc/output/ResNet50/infer_cpp/infer_cpp_use_cpu.log 2>&1 !
```
最终log中会打印出结果，如下所示
......
test_tipc/prepare.sh
浏览文件 @ 6a1acf76
......@@ -44,46 +44,207 @@ function func_get_url_file_name(){
model_name=$(func_parser_value "${lines[1]}")
if [ ${MODE} = "cpp_infer" ];then
if [[ $FILENAME == *infer_cpp_linux_gpu_cpu.txt ]];then
cpp_type=$(func_parser_value "${lines[2]}")
cls_inference_model_dir=$(func_parser_value "${lines[3]}")
det_inference_model_dir=$(func_parser_value "${lines[4]}")
cls_inference_url=$(func_parser_value "${lines[5]}")
det_inference_url=$(func_parser_value "${lines[6]}")
if [[ $cpp_type == "cls" ]];then
eval "wget -nc $cls_inference_url"
tar xf "${model_name}_inference.tar"
eval "mv inference $cls_inference_model_dir"
cd dataset
rm -rf ILSVRC2012
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/data/whole_chain/whole_chain_infer.tar
tar xf whole_chain_infer.tar
ln -s whole_chain_infer ILSVRC2012
cd ..
elif [[ $cpp_type == "shitu" ]];then
eval "wget -nc $cls_inference_url"
tar_name=$(func_get_url_file_name "$cls_inference_url")
model_dir=${tar_name%.*}
eval "tar xf ${tar_name}"
eval "mv ${model_dir} ${cls_inference_model_dir}"
eval "wget -nc $det_inference_url"
tar_name=$(func_get_url_file_name "$det_inference_url")
model_dir=${tar_name%.*}
eval "tar xf ${tar_name}"
eval "mv ${model_dir} ${det_inference_model_dir}"
cd dataset
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/drink_dataset_v1.0.tar
tar -xf drink_dataset_v1.0.tar
else
echo "Wrong cpp type in config file in line 3. only support cls, shitu"
fi
exit 0
else
echo "use wrong config file"
exit 1
fi
if [ -d "./deploy/cpp/opencv-3.4.7/opencv3/" ] && [ $(md5sum ./deploy/cpp/opencv-3.4.7.tar.gz | awk -F ' ' '{print $1}') = "faa2b5950f8bee3f03118e600c74746a" ];then
echo "################### build opencv skipped ###################"
else
echo "################### build opencv ###################"
rm -rf ./deploy/cpp/opencv-3.4.7.tar.gz ./deploy/cpp/opencv-3.4.7/
pushd ./deploy/cpp/
wget -nc https://paddleocr.bj.bcebos.com/dygraph_v2.0/test/opencv-3.4.7.tar.gz
tar -xf opencv-3.4.7.tar.gz
cd opencv-3.4.7/
install_path=$(pwd)/opencv3
rm -rf build
mkdir build
cd build
cmake .. \
-DCMAKE_INSTALL_PREFIX=${install_path} \
-DCMAKE_BUILD_TYPE=Release \
-DBUILD_SHARED_LIBS=OFF \
-DWITH_IPP=OFF \
-DBUILD_IPP_IW=OFF \
-DWITH_LAPACK=OFF \
-DWITH_EIGEN=OFF \
-DCMAKE_INSTALL_LIBDIR=lib64 \
-DWITH_ZLIB=ON \
-DBUILD_ZLIB=ON \
-DWITH_JPEG=ON \
-DBUILD_JPEG=ON \
-DWITH_PNG=ON \
-DBUILD_PNG=ON \
-DWITH_TIFF=ON \
-DBUILD_TIFF=ON
make -j
make install
cd ../../
popd
echo "################### build opencv finished ###################"
fi
set_OPENCV_DIR_cmd="sed -i '1s#OPENCV_DIR=.*#OPENCV_DIR=../opencv-3.4.7/opencv3/#' './deploy/cpp/tools/build.sh'"
eval ${set_OPENCV_DIR_cmd}
if [ -d "./deploy/cpp/paddle_inference/" ]; then
echo "################### build paddle inference lib skipped ###################"
else
pushd ./deploy/cpp/
wget https://paddle-inference-lib.bj.bcebos.com/2.1.1-gpu-cuda10.2-cudnn8.1-mkl-gcc8.2/paddle_inference.tgz
tar -xvf paddle_inference.tgz
echo "################### build paddle inference lib finished ###################"
fi
set_LIB_DIR_cmd="sed -i '2s#LIB_DIR=.*#LIB_DIR=../paddle_inference/#' './deploy/cpp/tools/build.sh'"
# echo ${set_LIB_DIR_cmd}
eval ${set_LIB_DIR_cmd}
# exit
if [ -d "./deploy/cpp/build/" ]; then
echo "################### build cpp inference skipped ###################"
else
pushd ./deploy/cpp/
bash tools/build.sh
popd
echo "################### build cpp inference finished ###################"
fi
if [ ${model_name} == "ResNet50" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/ResNet50_infer.tar
tar xf ResNet50_infer.tar
cd ../../
elif [ ${model_name} == "ResNet50_vd" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/ResNet50_vd_infer.tar
tar xf ResNet50_vd_infer.tar
cd ../../
elif [ ${model_name} == "MobileNetV3_large_x1_0" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/MobileNetV3_large_x1_0_infer.tar
tar xf MobileNetV3_large_x1_0_infer.tar
cd ../../
elif [ ${model_name} == "SwinTransformer_tiny_patch4_window7_224" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/SwinTransformer_tiny_patch4_window7_224_infer.tar
tar xf SwinTransformer_tiny_patch4_window7_224_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_25" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_25_infer.tar
tar xf PPLCNet_x0_25_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_35" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_35_infer.tar
tar xf PPLCNet_x0_35_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_5" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_5_infer.tar
tar xf PPLCNet_x0_5_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_75" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_75_infer.tar
tar xf PPLCNet_x0_75_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x1_0" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x1_0_infer.tar
tar xf PPLCNet_x1_0_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x1_5" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x1_5_infer.tar
tar xf PPLCNet_x1_5_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x2_0" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x2_0_infer.tar
tar xf PPLCNet_x2_0_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x2_5" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x2_5_infer.tar
tar xf PPLCNet_x2_5_infer.tar
cd ../../
elif [ ${model_name} == "PP-ShiTu_general_rec" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/general_PPLCNet_x2_5_lite_v1.0_infer.tar
tar xf general_PPLCNet_x2_5_lite_v1.0_infer.tar
cd ../../
elif [ ${model_name} == "PP-ShiTu_mainbody_det" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
tar xf picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNetV2_base" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNetV2_base_infer.tar
tar xf PPLCNetV2_base_infer.tar
cd ../../
elif [ ${model_name} == "PPHGNet_tiny" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPHGNet_tiny_infer.tar
tar xf PPHGNet_tiny_infer.tar
cd ../../
elif [ ${model_name} == "PPHGNet_small" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPHGNet_small_infer.tar
tar xf PPHGNet_small_infer.tar
cd ../../
else
echo "Not added into TIPC yet."
fi
fi
model_name=$(func_parser_value "${lines[1]}")
......@@ -176,11 +337,145 @@ if [ ${MODE} = "paddle2onnx_infer" ];then
python_name=$(func_parser_value "${lines[2]}")
${python_name} -m pip install install paddle2onnx
${python_name} -m pip install onnxruntime
# wget model
cd deploy && mkdir models && cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/ResNet50_vd_infer.tar && tar xf ResNet50_vd_infer.tar
cd ../../
if [ ${model_name} == "ResNet50" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/ResNet50_infer.tar
tar xf ResNet50_infer.tar
cd ../../
elif [ ${model_name} == "ResNet50_vd" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/ResNet50_vd_infer.tar
tar xf ResNet50_vd_infer.tar
cd ../../
elif [ ${model_name} == "MobileNetV3_large_x1_0" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/MobileNetV3_large_x1_0_infer.tar
tar xf MobileNetV3_large_x1_0_infer.tar
cd ../../
elif [ ${model_name} == "SwinTransformer_tiny_patch4_window7_224" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/SwinTransformer_tiny_patch4_window7_224_infer.tar
tar xf SwinTransformer_tiny_patch4_window7_224_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_25" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_25_infer.tar
tar xf PPLCNet_x0_25_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_35" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_35_infer.tar
tar xf PPLCNet_x0_35_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_5" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_5_infer.tar
tar xf PPLCNet_x0_5_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x0_75" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x0_75_infer.tar
tar xf PPLCNet_x0_75_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x1_0" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x1_0_infer.tar
tar xf PPLCNet_x1_0_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x1_5" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x1_5_infer.tar
tar xf PPLCNet_x1_5_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x2_0" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x2_0_infer.tar
tar xf PPLCNet_x2_0_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNet_x2_5" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNet_x2_5_infer.tar
tar xf PPLCNet_x2_5_infer.tar
cd ../../
elif [ ${model_name} == "PP-ShiTu_general_rec" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/general_PPLCNet_x2_5_lite_v1.0_infer.tar
tar xf general_PPLCNet_x2_5_lite_v1.0_infer.tar
cd ../../
elif [ ${model_name} == "PP-ShiTu_mainbody_det" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/models/inference/picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
tar xf picodet_PPLCNet_x2_5_mainbody_lite_v1.0_infer.tar
cd ../../
elif [ ${model_name} == "PPLCNetV2_base" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPLCNetV2_base_infer.tar
tar xf PPLCNetV2_base_infer.tar
cd ../../
elif [ ${model_name} == "PPHGNet_tiny" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPHGNet_tiny_infer.tar
tar xf PPHGNet_tiny_infer.tar
cd ../../
elif [ ${model_name} == "PPHGNet_small" ]; then
# wget model
cd deploy
mkdir models
cd models
wget -nc https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/inference/PPHGNet_small_infer.tar
tar xf PPHGNet_small_infer.tar
cd ../../
else
echo "Not added into TIPC yet."
fi
fi
if [ ${MODE} = "benchmark_train" ];then
......
test_tipc/test_inference_cpp.sh
浏览文件 @ 6a1acf76
......@@ -37,6 +37,7 @@ status_log="${LOG_PATH}/results_infer_cpp.log"
line_inference_model_dir=3
line_use_gpu=5
line_infer_imgs=2
function func_infer_cpp(){
# inference cpp
IFS='|'
......@@ -49,12 +50,19 @@ function func_infer_cpp(){
# run infer cpp
inference_cpp_cmd="./deploy/cpp/build/clas_system"
inference_cpp_cfg="./deploy/configs/inference_cls.yaml"
set_model_name_cmd="sed -i '${line_inference_model_dir}s#: .*#: ./deploy/models/${model_name}_infer#' '${inference_cpp_cfg}'"
set_use_gpu_cmd="sed -i '${line_use_gpu}s#: .*#: ${use_gpu}#' '${inference_cpp_cfg}'"
eval $set_model_name_cmd
set_infer_imgs_cmd="sed -i '${line_infer_imgs}s#: .*#: ./deploy/images/ILSVRC2012_val_00000010.jpeg#' '${inference_cpp_cfg}'"
eval $set_infer_imgs_cmd
set_use_gpu_cmd="sed -i '${line_use_gpu}s#: .*#: ${use_gpu}#' '${inference_cpp_cfg}'"
eval $set_use_gpu_cmd
infer_cpp_full_cmd="${inference_cpp_cmd} -c ${inference_cpp_cfg} > ${_save_log_path} 2>&1 "
eval $infer_cpp_full_cmd
last_status=${PIPESTATUS[0]}
status_check $last_status "${infer_cpp_full_cmd}" "${status_log}" "${model_name}"
done
......
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