ascend-tools/dnmetis/backend_C++/dnmetis_backend/README.md

dnmetis_backend

It contains one AclBackend(C++), It can be called by DNMetis when tester tests NPU perf&accuracy

The third-party C++ Backends can be easily added

1.install dnmetis_backend

python3.7.5 setup.py  install

2.Install log:

/usr/local/python3.7.5/lib/python3.7/site-packages/setuptools/dist.py:474: UserWarning: Normalizing 'V1.0.2' to '1.0.2' normalized_version, running install running bdist_egg running egg_info creating dnmetis_backend.egg-info writing dnmetis_backend.egg-info/PKG-INFO writing dependency_links to dnmetis_backend.egg-info/dependency_links.txt writing top-level names to dnmetis_backend.egg-info/top_level.txt writing manifest file 'dnmetis_backend.egg-info/SOURCES.txt' reading manifest file 'dnmetis_backend.egg-info/SOURCES.txt' writing manifest file 'dnmetis_backend.egg-info/SOURCES.txt' installing library code to build/bdist.linux-x86_64/egg running install_lib running build_ext creating tmp gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -I/usr/local/python3.7.5/include/python3.7m -c /tmp/tmp4o2xo183.cpp -o tmp/tmp4o2xo183.o -std=c++14 gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -I/usr/local/python3.7.5/include/python3.7m -c /tmp/tmptazg09at.cpp -o tmp/tmptazg09at.o -fvisibility=hidden building 'dnmetis_backend' extension creating build creating build/temp.linux-x86_64-3.7 creating build/temp.linux-x86_64-3.7/src creating build/temp.linux-x86_64-3.7/backend creating build/temp.linux-x86_64-3.7/backend/built-in creating build/temp.linux-x86_64-3.7/backend/built-in/src creating build/temp.linux-x86_64-3.7/backend/custom gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c src/main.cpp -o build/temp.linux-x86_64-3.7/src/main.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c src/Config.cpp -o build/temp.linux-x86_64-3.7/src/Config.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/BaseBackend.cpp -o build/temp.linux-x86_64-3.7/backend/BaseBackend.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/BackendFactory.cpp -o build/temp.linux-x86_64-3.7/backend/BackendFactory.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/built-in/aclbackend.cpp -o build/temp.linux-x86_64-3.7/backend/built-in/aclbackend.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/built-in/src/model_process.cpp -o build/temp.linux-x86_64-3.7/backend/built-in/src/model_process.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/built-in/src/sample_process.cpp -o build/temp.linux-x86_64-3.7/backend/built-in/src/sample_process.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/built-in/src/utils.cpp -o build/temp.linux-x86_64-3.7/backend/built-in/src/utils.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -fPIC -DVERSION_INFO="1.0.2" -I/home/c00506053/dnmetis/backend_C++/dnmetis_backend/.eggs/pybind11-2.5.0-py3.7.egg/pybind11/include -I./inc/ -I./backend/inc -I./backend/built-in -I./backend/built-in/inc -I./backend/custom -I./backend/custom/inc -I/usr/local/Ascend/acllib/include/ -I/usr/local/python3.7.5/include/python3.7m -c backend/custom/trtbackend.cpp -o build/temp.linux-x86_64-3.7/backend/custom/trtbackend.o -w -O0 -fpermissive -std=c++14 -fvisibility=hidden creating build/lib.linux-x86_64-3.7 g++ -pthread -shared build/temp.linux-x86_64-3.7/src/main.o build/temp.linux-x86_64-3.7/src/Config.o build/temp.linux-x86_64-3.7/backend/BaseBackend.o build/temp.linux-x86_64-3.7/backend/BackendFactory.o build/temp.linux-x86_64-3.7/backend/built-in/aclbackend.o build/temp.linux-x86_64-3.7/backend/built-in/src/model_process.o build/temp.linux-x86_64-3.7/backend/built-in/src/sample_process.o build/temp.linux-x86_64-3.7/backend/built-in/src/utils.o build/temp.linux-x86_64-3.7/backend/custom/trtbackend.o -L/usr/local/Ascend/acllib/lib64/ -L/usr/local/python3.7.5/lib -lascendcl -lpython3.7m -o build/lib.linux-x86_64-3.7/dnmetis_backend.cpython-37m-x86_64-linux-gnu.so -O0 creating build/bdist.linux-x86_64 creating build/bdist.linux-x86_64/egg copying build/lib.linux-x86_64-3.7/dnmetis_backend.cpython-37m-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg creating stub loader for dnmetis_backend.cpython-37m-x86_64-linux-gnu.so byte-compiling build/bdist.linux-x86_64/egg/dnmetis_backend.py to dnmetis_backend.cpython-37.pyc creating build/bdist.linux-x86_64/egg/EGG-INFO copying dnmetis_backend.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO copying dnmetis_backend.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO copying dnmetis_backend.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO copying dnmetis_backend.egg-info/not-zip-safe -> build/bdist.linux-x86_64/egg/EGG-INFO copying dnmetis_backend.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO writing build/bdist.linux-x86_64/egg/EGG-INFO/native_libs.txt creating dist creating 'dist/dnmetis_backend-1.0.2-py3.7-linux-x86_64.egg' and adding 'build/bdist.linux-x86_64/egg' to it removing 'build/bdist.linux-x86_64/egg' (and everything under it) Processing dnmetis_backend-1.0.2-py3.7-linux-x86_64.egg removing '/usr/local/python3.7.5/lib/python3.7/site-packages/dnmetis_backend-1.0.2-py3.7-linux-x86_64.egg' (and everything under it) creating /usr/local/python3.7.5/lib/python3.7/site-packages/dnmetis_backend-1.0.2-py3.7-linux-x86_64.egg Extracting dnmetis_backend-1.0.2-py3.7-linux-x86_64.egg to /usr/local/python3.7.5/lib/python3.7/site-packages dnmetis-backend 1.0.2 is already the active version in easy-install.pth

Installed /usr/local/python3.7.5/lib/python3.7/site-packages/dnmetis_backend-1.0.2-py3.7-linux-x86_64.egg Processing dependencies for dnmetis-backend==1.0.2 Finished processing dependencies for dnmetis-backend==1.0.2

3、Check result of installation:
"dnmetis-backend" will be seen

Packag      Version
--------------- ---------
attrs           20.2.0
certifi         2020.6.20
cffi            1.14.2
chardet         3.0.4
decorator       4.4.2
dnmetis-backend 1.0.2
grpcio          1.31.0