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.gitlab-ci.yml
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stages:
- cpplint
- pycodestyle
- docs
- platform_compatible_tests
- build_libraries
- ndk_versions_compatible_tests
- ops_test_disable_neon
- ops_test
- api_test
- model_tests
- quantization_tests
- build_android_demo
- ops_benchmark
- extra_tests
- so_size_check
- dynamic_link_test
- python3_test
cpplint:
stage: cpplint
script:
- curl -o cpplint.py https://raw.githubusercontent.com/google/styleguide/gh-pages/cpplint/cpplint.py
- python cpplint.py --linelength=80 --counting=detailed $(find mace -name "*.h" -or -name "*.cc")
pycodestyle:
stage: pycodestyle
script:
- pycodestyle $(find -name "*.py")
docs:
stage: docs
script:
- cd docs
- make html
- CI_LATEST_OUTPUT_PATH=/mace-build-output/$CI_PROJECT_NAME/latest
- CI_JOB_OUTPUT_PATH=/mace-build-output/$CI_PROJECT_NAME/$CI_PIPELINE_ID
- rm -rf $CI_JOB_OUTPUT_PATH
- mkdir -p $CI_JOB_OUTPUT_PATH
- cp -r _build/html $CI_JOB_OUTPUT_PATH/docs
- rm -rf $CI_LATEST_OUTPUT_PATH
- mkdir -p $CI_LATEST_OUTPUT_PATH
- cp -r _build/html $CI_LATEST_OUTPUT_PATH/docs
artifacts:
paths:
- docs/_build
platform_compatible_tests:
stage: platform_compatible_tests
script:
- bazel build mace/core:core --define openmp=true
- bazel build --config arm_linux_gnueabihf --define openmp=true --define opencl=true --define neon=true //mace/libmace:libmace.so
- bazel build --config aarch64_linux_gnu --define openmp=true --define opencl=true --define neon=true //mace/libmace:libmace.so
build_libraries:
stage: build_libraries
script:
- bash tools/build-standalone-lib.sh
ndk_versions_compatible_tests:
stage: ndk_versions_compatible_tests
script:
- DEFAULT_NDK_PATH=$ANDROID_NDK_HOME
- prefix_path=${DEFAULT_NDK_PATH%android-ndk-*}
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- >
for ndk in android-ndk-r15c android-ndk-r16 android-ndk-r17b;
do
new_ndk_path=${prefix_path}${ndk};
if [ "$new_ndk_path" != "$DEFAULT_NDK_PATH" ]; then
export ANDROID_NDK_HOME=$new_ndk_path;
export PATH=$ANDROID_NDK_HOME:$PATH;
echo "ndk path: $ANDROID_NDK_HOME";
python tools/bazel_adb_run.py --target="//mace/ops:ops_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a --target_socs=$TARGET_SOCS --enable_neon=false --args="--gtest_filter=ActivationOpTest*" || exit 1;
python tools/bazel_adb_run.py --target="//mace/ops:ops_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a --target_socs=$TARGET_SOCS --args="--gtest_filter=ActivationOpTest*" || exit 1;
python tools/bazel_adb_run.py --target="//mace/ops:ops_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=arm64-v8a --target_socs=$TARGET_SOCS --args="--gtest_filter=ActivationOpTest*" || exit 1;
fi
done
- export ANDROID_NDK_HOME=$DEFAULT_NDK_PATH
- export PATH=$ANDROID_NDK_HOME:$PATH
ops_test_disable_neon:
stage: ops_test_disable_neon
script:
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- python tools/bazel_adb_run.py --target="//mace/ops:ops_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a,arm64 --target_socs=$TARGET_SOCS --enable_neon=false || exit 1;
ops_test:
stage: ops_test
script:
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- python tools/bazel_adb_run.py --target="//mace/ops:ops_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a,arm64 --target_socs=$TARGET_SOCS || exit 1;
api_test:
stage: api_test
script:
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- python tools/bazel_adb_run.py --target="//mace/test:mace_api_test" --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a --target_socs=$TARGET_SOCS || exit 1;
- python tools/bazel_adb_run.py --target="//mace/test:mace_api_mt_test" --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a --target_socs=$TARGET_SOCS || exit 1;
- python tools/bazel_adb_run.py --target="//mace/test:mace_api_exception_test" --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a --target_socs=$TARGET_SOCS || exit 1;
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- python tools/bazel_adb_run.py --target="//mace/test:mace_api_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=arm64 --target_socs=$TARGET_SOCS || exit 1;
- python tools/bazel_adb_run.py --target="//mace/test:mace_api_mt_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=arm64 --target_socs=$TARGET_SOCS || exit 1;
- python tools/bazel_adb_run.py --target="//mace/test:mace_api_exception_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=arm64 --target_socs=$TARGET_SOCS || exit 1;
model_tests:
stage: model_tests
script:
- pwd
- rm -rf mace-models
- rm -rf generic-mobile-devices
- GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:XiaoMi/mace-models.git
- CONF_FILE=mace-models/mobilenet-v1/mobilenet-v1.yml
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
python tools/converter.py convert --config=${CONF_FILE} --target_socs=$TARGET_SOCS --model_graph_format=file --model_data_format=file --cl_mem_type=buffer || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --device_yml=${DEVICE_CONF_FILE} --round=1 --target_abis=armeabi-v7a,arm64 --validate --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --device_yml=${DEVICE_CONF_FILE} --example --target_abis=armeabi-v7a,arm64 --round=1 --validate --model_graph_format=file --model_data_format=file || exit 1;
- CONF_FILE=mace-models/mobilenet-v2/mobilenet-v2-host.yml
- >
python tools/converter.py convert --config=${CONF_FILE} --target_socs=$TARGET_SOCS --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --round=1 --validate --model_graph_format=file --model_data_format=file --address_sanitizer || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --example --round=1 --validate --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py benchmark --config=${CONF_FILE} --target_socs=$TARGET_SOCS --round=5 --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py convert --config=${CONF_FILE} --target_socs=$TARGET_SOCS --model_graph_format=code --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --round=1 --validate --model_graph_format=code --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --example --round=1 --validate --model_graph_format=code --model_data_format=file || exit 1;
python tools/converter.py benchmark --config=${CONF_FILE} --target_socs=$TARGET_SOCS --round=5 --model_graph_format=code --model_data_format=file || exit 1;
- rm -rf mace-models
quantization_tests:
stage: quantization_tests
script:
- pwd
- rm -rf mace-models
- GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:XiaoMi/mace-models.git
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
for CONF_FILE in mace-models/mobilenet-v1/mobilenet-v1-quantize-retrain.yml mace-models/mobilenet-v1/mobilenet-v1-quantize-retrain-for-check-only.yml mace-models/mobilenet-v1/mobilenet-v1-quantize-retrain-dsp.yml;
do
python tools/converter.py convert --config=${CONF_FILE} --target_socs=$TARGET_SOCS --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --device_yml=${DEVICE_CONF_FILE} --round=1 --validate --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --device_yml=${DEVICE_CONF_FILE} --example --round=1 --validate --layers=0 --model_graph_format=file --model_data_format=file || exit 1;
done
- rm -rf mace-models
build_android_demo:
stage: build_android_demo
script:
- pushd mace/examples/android/ && bash build.sh static && bash build.sh dynamic && popd
ops_benchmark:
stage: ops_benchmark
script:
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- python tools/bazel_adb_run.py --target="//mace/ops:ops_benchmark" --run_target=True --stdout_processor=ops_benchmark_stdout_processor --target_abis=armeabi-v7a,arm64-v8a --target_socs=$TARGET_SOCS --args="--filter=.*SIGMOID.*" || exit 1;
extra_tests:
stage: extra_tests
script:
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- python tools/bazel_adb_run.py --target="//mace/utils:utils_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a,arm64 --target_socs=$TARGET_SOCS || exit 1;
- python tools/bazel_adb_run.py --target="//mace/port:port_test" --device_yml=${DEVICE_CONF_FILE} --run_target=True --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a,arm64-v8a,arm64 --target_socs=$TARGET_SOCS || exit 1;
so_size_check:
stage: so_size_check
script:
- DYNAMIC_LIB_PATH="bazel-bin/mace/libmace/libmace.so"
- bazel build -s --config android --config optimization mace/libmace:libmace_dynamic --define neon=true --define openmp=true --define opencl=false --define quantize=false --cpu=armeabi-v7a
- CURRENT_LIBMACE_SO_SIZE=`ls -l $DYNAMIC_LIB_PATH --block-size=K -s | cut -f 1 -d "K"`
- TARGET_MACE_WORK_DIR=`mktemp -d`
- pushd $TARGET_MACE_WORK_DIR
- GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:XiaoMi/mace.git
- pushd mace
- bazel build -s --config android --config optimization mace/libmace:libmace_dynamic --define neon=true --define openmp=true --define opencl=false --define quantize=false --cpu=armeabi-v7a
- TARGET_LIBMACE_SO_SIZE=`ls -l $DYNAMIC_LIB_PATH --block-size=K -s | cut -f 1 -d "K"`
- popd
- popd
- rm -rf $TARGET_MACE_WORK_DIR
- echo "The libmace.so size grows from $TARGET_LIBMACE_SO_SIZE(KB) to $CURRENT_LIBMACE_SO_SIZE(KB)"
- if [ $TARGET_LIBMACE_SO_SIZE -lt `expr \( $CURRENT_LIBMACE_SO_SIZE - $TARGET_LIBMACE_SO_SIZE \) \* 10` ]; then echo "The libmace.so size grows larger than 10%"; exit 1; fi
dynamic_link_test:
stage: dynamic_link_test
script:
- pwd
- rm -rf mace-models
- rm -rf generic-mobile-devices
- GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:XiaoMi/mace-models.git
- CONF_FILE=mace-models/mobilenet-v1/mobilenet-v1.yml
- >
if ping -c 1 v9.git.n.xiaomi.com 1>/dev/null 2>&1; then
GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:deep-computing/generic-mobile-devices.git
DEVICE_CONF_FILE=generic-mobile-devices/devices.yml
fi
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
python tools/converter.py convert --config=${CONF_FILE} --target_socs=$TARGET_SOCS --model_graph_format=file --model_data_format=file --cl_mem_type=buffer || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --device_yml=${DEVICE_CONF_FILE} --example --mace_lib_type=dynamic --target_abis=armeabi-v7a,arm64 --round=1 --validate --model_graph_format=file --model_data_format=file || exit 1;
- rm -rf mace-models
python3_test:
stage: python3_test
script:
- pyenv local 3.6.3
- rm -rf mace-models
- GIT_SSH_COMMAND="ssh -o UserKnownHostsFile=/dev/null -o StrictHostKeyChecking=no" git clone [email protected]:XiaoMi/mace-models.git
- CONF_FILE=mace-models/mobilenet-v1/mobilenet-v1.yml
- if [ -z "$TARGET_SOCS" ]; then TARGET_SOCS=random; fi
- >
python tools/converter.py convert --config=${CONF_FILE} --target_socs=$TARGET_SOCS --model_graph_format=file --model_data_format=file || exit 1;
python tools/converter.py run --config=${CONF_FILE} --target_socs=$TARGET_SOCS --round=1 --validate --model_graph_format=file --model_data_format=file || exit 1;
- python tools/bazel_adb_run.py --target="//mace/ops:ops_test" --run_target=False --stdout_processor=unittest_stdout_processor --target_abis=armeabi-v7a --target_socs=$TARGET_SOCS --validate || exit 1;
- pyenv local 2.7.14