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// -*- mode: groovy -*-
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
// Jenkins pipeline
// See documents at https://jenkins.io/doc/book/pipeline/jenkinsfile/
// mxnet libraries
mx_lib = 'lib/libmxnet.so, lib/libmxnet.a, 3rdparty/dmlc-core/libdmlc.a, 3rdparty/tvm/nnvm/lib/libnnvm.a'
// for scala build, need to pass extra libs when run with dist_kvstore
mx_dist_lib = 'lib/libmxnet.so, lib/libmxnet.a, 3rdparty/dmlc-core/libdmlc.a, 3rdparty/tvm/nnvm/lib/libnnvm.a, 3rdparty/ps-lite/build/libps.a, deps/lib/libprotobuf-lite.a, deps/lib/libzmq.a'
// mxnet cmake libraries, in cmake builds we do not produce a libnvvm static library by default.
mx_cmake_lib = 'build/libmxnet.so, build/libmxnet.a, build/3rdparty/dmlc-core/libdmlc.a, build/tests/mxnet_unit_tests, build/3rdparty/openmp/runtime/src/libomp.so'
mx_cmake_mkldnn_lib = 'build/libmxnet.so, build/libmxnet.a, build/3rdparty/dmlc-core/libdmlc.a, build/tests/mxnet_unit_tests, build/3rdparty/openmp/runtime/src/libomp.so, build/3rdparty/mkldnn/src/libmkldnn.so.0'
mx_mkldnn_lib = 'lib/libmxnet.so, lib/libmxnet.a, lib/libiomp5.so, lib/libmkldnn.so.0, lib/libmklml_intel.so, 3rdparty/dmlc-core/libdmlc.a, 3rdparty/tvm/nnvm/lib/libnnvm.a'
// timeout in minutes
max_time = 120
// assign any caught errors here
err = null
// initialize source codes
def init_git() {
deleteDir()
retry(5) {
try {
// Make sure wait long enough for api.github.com request quota. Important: Don't increase the amount of
// retries as this will increase the amount of requests and worsen the throttling
timeout(time: 15, unit: 'MINUTES') {
checkout scm
sh 'git submodule update --init --recursive'
sh 'git clean -d -f'
}
} catch (exc) {
deleteDir()
error "Failed to fetch source codes with ${exc}"
sleep 2
}
}
}
def init_git_win() {
deleteDir()
retry(5) {
try {
// Make sure wait long enough for api.github.com request quota. Important: Don't increase the amount of
// retries as this will increase the amount of requests and worsen the throttling
timeout(time: 15, unit: 'MINUTES') {
checkout scm
bat 'git submodule update --init --recursive'
bat 'git clean -d -f'
}
} catch (exc) {
deleteDir()
error "Failed to fetch source codes with ${exc}"
sleep 2
}
}
}
// pack libraries for later use
def pack_lib(name, libs=mx_lib) {
sh """
echo "Packing ${libs} into ${name}"
echo ${libs} | sed -e 's/,/ /g' | xargs md5sum
"""
stash includes: libs, name: name
}
// unpack libraries saved before
def unpack_lib(name, libs=mx_lib) {
unstash name
sh """
echo "Unpacked ${libs} from ${name}"
echo ${libs} | sed -e 's/,/ /g' | xargs md5sum
"""
}
def publish_test_coverage() {
// Fall back to our own copy of the bash helper if it failed to download the public version
sh '(curl --retry 10 -s https://codecov.io/bash | bash -s -) || (curl --retry 10 -s https://s3-us-west-2.amazonaws.com/mxnet-ci-prod-slave-data/codecov-bash.txt | bash -s -)'
}
def collect_test_results_unix(original_file_name, new_file_name) {
if (fileExists(original_file_name)) {
// Rename file to make it distinguishable. Unfortunately, it's not possible to get STAGE_NAME in a parallel stage
// Thus, we have to pick a name manually and rename the files so that they can be stored separately.
sh 'cp ' + original_file_name + ' ' + new_file_name
archiveArtifacts artifacts: new_file_name
}
}
def collect_test_results_windows(original_file_name, new_file_name) {
// Rename file to make it distinguishable. Unfortunately, it's not possible to get STAGE_NAME in a parallel stage
// Thus, we have to pick a name manually and rename the files so that they can be stored separately.
if (fileExists(original_file_name)) {
bat 'xcopy ' + original_file_name + ' ' + new_file_name + '*'
archiveArtifacts artifacts: new_file_name
}
}
def docker_run(platform, function_name, use_nvidia, shared_mem = '500m') {
def command = "ci/build.py --docker-registry ${env.DOCKER_CACHE_REGISTRY} %USE_NVIDIA% --platform %PLATFORM% --shm-size %SHARED_MEM% /work/runtime_functions.sh %FUNCTION_NAME%"
command = command.replaceAll('%USE_NVIDIA%', use_nvidia ? '--nvidiadocker' : '')
command = command.replaceAll('%PLATFORM%', platform)
command = command.replaceAll('%FUNCTION_NAME%', function_name)
command = command.replaceAll('%SHARED_MEM%', shared_mem)
sh command
}
// Python unittest for CPU
// Python 2
def python2_ut(docker_container_name) {
timeout(time: max_time, unit: 'MINUTES') {
docker_run(docker_container_name, 'unittest_ubuntu_python2_cpu', false)
}
}
// Python 3
def python3_ut(docker_container_name) {
timeout(time: max_time, unit: 'MINUTES') {
docker_run(docker_container_name, 'unittest_ubuntu_python3_cpu', false)
}
}
def python3_ut_mkldnn(docker_container_name) {
timeout(time: max_time, unit: 'MINUTES') {
docker_run(docker_container_name, 'unittest_ubuntu_python3_cpu_mkldnn', false)
}
}
// GPU test has two parts. 1) run unittest on GPU, 2) compare the results on
// both CPU and GPU
// Python 2
def python2_gpu_ut(docker_container_name) {
timeout(time: max_time, unit: 'MINUTES') {
docker_run(docker_container_name, 'unittest_ubuntu_python2_gpu', true)
}
}
// Python 3
def python3_gpu_ut(docker_container_name) {
timeout(time: max_time, unit: 'MINUTES') {
docker_run(docker_container_name, 'unittest_ubuntu_python3_gpu', true)
}
}
// Python 3 NOCUDNN
def python3_gpu_ut_nocudnn(docker_container_name) {
timeout(time: max_time, unit: 'MINUTES') {
docker_run(docker_container_name, 'unittest_ubuntu_python3_gpu_nocudnn', true)
}
}
try {
stage('Sanity Check') {
parallel 'Lint': {
node('mxnetlinux-cpu') {
ws('workspace/sanity-lint') {
init_git()
docker_run('ubuntu_cpu', 'sanity_check', false)
}
}
},
'RAT License': {
node('mxnetlinux-cpu') {
ws('workspace/sanity-rat') {
init_git()
docker_run('ubuntu_rat', 'nightly_test_rat_check', false)
}
}
}
}
stage('Build') {
parallel 'CPU: CentOS 7': {
node('mxnetlinux-cpu') {
ws('workspace/build-centos7-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('centos7_cpu', 'build_centos7_cpu', false)
pack_lib('centos7_cpu')
}
}
}
},
'CPU: CentOS 7 MKLDNN': {
node('mxnetlinux-cpu') {
ws('workspace/build-centos7-mkldnn') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('centos7_cpu', 'build_centos7_mkldnn', false)
pack_lib('centos7_mkldnn')
}
}
}
},
'GPU: CentOS 7': {
node('mxnetlinux-cpu') {
ws('workspace/build-centos7-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('centos7_gpu', 'build_centos7_gpu', false)
pack_lib('centos7_gpu')
}
}
}
},
'CPU: Openblas': {
node('mxnetlinux-cpu') {
ws('workspace/build-cpu-openblas') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_cpu_openblas', false)
pack_lib('cpu', mx_dist_lib)
}
}
}
},
'CPU: Clang 3.9': {
node('mxnetlinux-cpu') {
ws('workspace/build-cpu-clang39') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_cpu_clang39', false)
}
}
}
},
'CPU: Clang 5': {
node('mxnetlinux-cpu') {
ws('workspace/build-cpu-clang50') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_cpu_clang50', false)
}
}
}
},
'CPU: Clang 3.9 MKLDNN': {
node('mxnetlinux-cpu') {
ws('workspace/build-cpu-mkldnn-clang39') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_cpu_clang39_mkldnn', false)
pack_lib('mkldnn_cpu_clang3', mx_mkldnn_lib)
}
}
}
},
'CPU: Clang 5 MKLDNN': {
node('mxnetlinux-cpu') {
ws('workspace/build-cpu-mkldnn-clang50') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_cpu_clang50_mkldnn', false)
pack_lib('mkldnn_cpu_clang5', mx_mkldnn_lib)
}
}
}
},
'CPU: MKLDNN': {
node('mxnetlinux-cpu') {
ws('workspace/build-mkldnn-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_cpu_mkldnn', false)
pack_lib('mkldnn_cpu', mx_mkldnn_lib)
}
}
}
},
'GPU: MKLDNN': {
node('mxnetlinux-cpu') {
ws('workspace/build-mkldnn-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_mkldnn', false)
pack_lib('mkldnn_gpu', mx_mkldnn_lib)
}
}
}
},
'GPU: MKLDNN_CUDNNOFF': {
node('mxnetlinux-cpu') {
ws('workspace/build-mkldnn-gpu-nocudnn') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_mkldnn_nocudnn', false)
pack_lib('mkldnn_gpu_nocudnn', mx_mkldnn_lib)
}
}
}
},
'GPU: CUDA9.1+cuDNN7': {
node('mxnetlinux-cpu') {
ws('workspace/build-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_build_cuda', 'build_ubuntu_gpu_cuda91_cudnn7', false)
pack_lib('gpu', mx_dist_lib)
stash includes: 'build/cpp-package/example/lenet', name: 'cpp_lenet'
stash includes: 'build/cpp-package/example/alexnet', name: 'cpp_alexnet'
stash includes: 'build/cpp-package/example/googlenet', name: 'cpp_googlenet'
stash includes: 'build/cpp-package/example/lenet_with_mxdataiter', name: 'cpp_lenet_with_mxdataiter'
stash includes: 'build/cpp-package/example/resnet', name: 'cpp_resnet'
stash includes: 'build/cpp-package/example/mlp', name: 'cpp_mlp'
stash includes: 'build/cpp-package/example/mlp_cpu', name: 'cpp_mlp_cpu'
stash includes: 'build/cpp-package/example/mlp_gpu', name: 'cpp_mlp_gpu'
stash includes: 'build/cpp-package/example/test_score', name: 'cpp_test_score'
stash includes: 'build/cpp-package/example/test_optimizer', name: 'cpp_test_optimizer'
}
}
}
},
'Amalgamation MIN': {
node('mxnetlinux-cpu') {
ws('workspace/amalgamationmin') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_amalgamation_min', false)
}
}
}
},
'Amalgamation': {
node('mxnetlinux-cpu') {
ws('workspace/amalgamation') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_cpu', 'build_ubuntu_amalgamation', false)
}
}
}
},
'GPU: CMake MKLDNN': {
node('mxnetlinux-cpu') {
ws('workspace/build-cmake-mkldnn-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_gpu', 'build_ubuntu_gpu_cmake_mkldnn', false)
pack_lib('cmake_mkldnn_gpu', mx_cmake_mkldnn_lib)
}
}
}
},
'GPU: CMake': {
node('mxnetlinux-cpu') {
ws('workspace/build-cmake-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('ubuntu_gpu', 'build_ubuntu_gpu_cmake', false)
pack_lib('cmake_gpu', mx_cmake_lib)
}
}
}
},
'Build CPU windows':{
node('mxnetwindows-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/build-cpu') {
withEnv(['OpenBLAS_HOME=C:\\mxnet\\openblas', 'OpenCV_DIR=C:\\mxnet\\opencv_vc14', 'CUDA_PATH=C:\\CUDA\\v8.0']) {
init_git_win()
bat """mkdir build_vc14_cpu
call "C:\\Program Files (x86)\\Microsoft Visual Studio 14.0\\VC\\bin\\x86_amd64\\vcvarsx86_amd64.bat"
cd build_vc14_cpu
cmake -G \"Visual Studio 14 2015 Win64\" -DUSE_CUDA=0 -DUSE_CUDNN=0 -DUSE_NVRTC=0 -DUSE_OPENCV=1 -DUSE_OPENMP=1 -DUSE_PROFILER=1 -DUSE_BLAS=open -DUSE_LAPACK=1 -DUSE_DIST_KVSTORE=0 -DUSE_MKL_IF_AVAILABLE=0 ${env.WORKSPACE}"""
bat 'C:\\mxnet\\build_vc14_cpu.bat'
bat '''rmdir /s/q pkg_vc14_cpu
mkdir pkg_vc14_cpu\\lib
mkdir pkg_vc14_cpu\\python
mkdir pkg_vc14_cpu\\include
mkdir pkg_vc14_cpu\\build
copy build_vc14_cpu\\Release\\libmxnet.lib pkg_vc14_cpu\\lib
copy build_vc14_cpu\\Release\\libmxnet.dll pkg_vc14_cpu\\build
xcopy python pkg_vc14_cpu\\python /E /I /Y
xcopy include pkg_vc14_cpu\\include /E /I /Y
xcopy 3rdparty\\dmlc-core\\include pkg_vc14_cpu\\include /E /I /Y
xcopy 3rdparty\\mshadow\\mshadow pkg_vc14_cpu\\include\\mshadow /E /I /Y
xcopy 3rdparty\\nnvm\\include pkg_vc14_cpu\\nnvm\\include /E /I /Y
del /Q *.7z
7z.exe a vc14_cpu.7z pkg_vc14_cpu\\
'''
stash includes: 'vc14_cpu.7z', name: 'vc14_cpu'
}
}
}
}
},
'Build GPU windows':{
node('mxnetwindows-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/build-gpu') {
withEnv(['OpenBLAS_HOME=C:\\mxnet\\openblas', 'OpenCV_DIR=C:\\mxnet\\opencv_vc14', 'CUDA_PATH=C:\\CUDA\\v8.0']) {
init_git_win()
bat """mkdir build_vc14_gpu
call "C:\\Program Files (x86)\\Microsoft Visual Studio 14.0\\VC\\bin\\x86_amd64\\vcvarsx86_amd64.bat"
cd build_vc14_gpu
cmake -G \"NMake Makefiles JOM\" -DUSE_CUDA=1 -DUSE_CUDNN=1 -DUSE_NVRTC=1 -DUSE_OPENCV=1 -DUSE_OPENMP=1 -DUSE_PROFILER=1 -DUSE_BLAS=open -DUSE_LAPACK=1 -DUSE_DIST_KVSTORE=0 -DCUDA_ARCH_NAME=Manual -DCUDA_ARCH_BIN=52 -DCUDA_ARCH_PTX=52 -DCMAKE_CXX_FLAGS_RELEASE="/FS /MD /O2 /Ob2 /DNDEBUG" -DCMAKE_BUILD_TYPE=Release -DUSE_MKL_IF_AVAILABLE=0 ${env.WORKSPACE}"""
bat 'C:\\mxnet\\build_vc14_gpu.bat'
bat '''rmdir /s/q pkg_vc14_gpu
mkdir pkg_vc14_gpu\\lib
mkdir pkg_vc14_gpu\\python
mkdir pkg_vc14_gpu\\include
mkdir pkg_vc14_gpu\\build
copy build_vc14_gpu\\libmxnet.lib pkg_vc14_gpu\\lib
copy build_vc14_gpu\\libmxnet.dll pkg_vc14_gpu\\build
xcopy python pkg_vc14_gpu\\python /E /I /Y
xcopy include pkg_vc14_gpu\\include /E /I /Y
xcopy 3rdparty\\dmlc-core\\include pkg_vc14_gpu\\include /E /I /Y
xcopy 3rdparty\\mshadow\\mshadow pkg_vc14_gpu\\include\\mshadow /E /I /Y
xcopy 3rdparty\\nnvm\\include pkg_vc14_gpu\\nnvm\\include /E /I /Y
del /Q *.7z
7z.exe a vc14_gpu.7z pkg_vc14_gpu\\
'''
stash includes: 'vc14_gpu.7z', name: 'vc14_gpu'
}
}
}
}
},
'Build GPU MKLDNN windows':{
node('mxnetwindows-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/build-gpu') {
withEnv(['OpenBLAS_HOME=C:\\mxnet\\openblas', 'OpenCV_DIR=C:\\mxnet\\opencv_vc14', 'CUDA_PATH=C:\\CUDA\\v8.0','BUILD_NAME=vc14_gpu_mkldnn']) {
init_git_win()
bat """mkdir build_%BUILD_NAME%
call "C:\\Program Files (x86)\\Microsoft Visual Studio 14.0\\VC\\bin\\x86_amd64\\vcvarsx86_amd64.bat"
cd build_%BUILD_NAME%
copy ${env.WORKSPACE}\\3rdparty\\mkldnn\\config_template.vcxproj.user ${env.WORKSPACE}\\config_template.vcxproj.user /y
cmake -G \"NMake Makefiles JOM\" -DUSE_CUDA=1 -DUSE_CUDNN=1 -DUSE_NVRTC=1 -DUSE_OPENCV=1 -DUSE_OPENMP=1 -DUSE_PROFILER=1 -DUSE_BLAS=open -DUSE_LAPACK=1 -DUSE_DIST_KVSTORE=0 -DCUDA_ARCH_NAME=Manual -DCUDA_ARCH_BIN=52 -DCUDA_ARCH_PTX=52 -DUSE_MKLDNN=1 -DCMAKE_CXX_FLAGS_RELEASE="/FS /MD /O2 /Ob2 /DNDEBUG" -DCMAKE_BUILD_TYPE=Release ${env.WORKSPACE}"""
bat '''
call "C:\\Program Files (x86)\\Microsoft Visual Studio 14.0\\VC\\bin\\x86_amd64\\vcvarsx86_amd64.bat"
cd build_%BUILD_NAME%
set /a cores=%NUMBER_OF_PROCESSORS% * 2
jom -j %cores%
'''
bat '''rmdir /s/q pkg_%BUILD_NAME%
mkdir pkg_%BUILD_NAME%\\lib
mkdir pkg_%BUILD_NAME%\\python
mkdir pkg_%BUILD_NAME%\\include
mkdir pkg_%BUILD_NAME%\\build
copy build_%BUILD_NAME%\\libmxnet.lib pkg_%BUILD_NAME%\\lib
copy build_%BUILD_NAME%\\libmxnet.dll pkg_%BUILD_NAME%\\build
copy build_%BUILD_NAME%\\3rdparty\\mkldnn\\src\\mkldnn.dll pkg_%BUILD_NAME%\\build
copy build_%BUILD_NAME%\\libiomp5md.dll pkg_%BUILD_NAME%\\build
copy build_%BUILD_NAME%\\mklml.dll pkg_%BUILD_NAME%\\build
xcopy python pkg_%BUILD_NAME%\\python /E /I /Y
xcopy include pkg_%BUILD_NAME%\\include /E /I /Y
xcopy 3rdparty\\dmlc-core\\include pkg_%BUILD_NAME%\\include /E /I /Y
xcopy 3rdparty\\mshadow\\mshadow pkg_%BUILD_NAME%\\include\\mshadow /E /I /Y
xcopy 3rdparty\\nnvm\\include pkg_%BUILD_NAME%\\nnvm\\include /E /I /Y
del /Q *.7z
7z.exe a %BUILD_NAME%.7z pkg_%BUILD_NAME%\\
'''
stash includes: 'vc14_gpu_mkldnn.7z', name: 'vc14_gpu_mkldnn'
}
}
}
}
},
'NVidia Jetson / ARMv8':{
node('mxnetlinux-cpu') {
ws('workspace/build-jetson-armv8') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('jetson', 'build_jetson', false)
}
}
}
},
'ARMv7':{
node('mxnetlinux-cpu') {
ws('workspace/build-ARMv7') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('armv7', 'build_armv7', false)
}
}
}
},
'ARMv6':{
node('mxnetlinux-cpu') {
ws('workspace/build-ARMv6') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('armv6', 'build_armv6', false)
}
}
}
},
'ARMv8':{
node('mxnetlinux-cpu') {
ws('workspace/build-ARMv8') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('armv8', 'build_armv8', false)
}
}
}
},
'Android / ARMv8':{
node('mxnetlinux-cpu') {
ws('workspace/android64') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('android_armv8', 'build_android_armv8', false)
}
}
}
},
'Android / ARMv7':{
node('mxnetlinux-cpu') {
ws('workspace/androidv7') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
docker_run('android_armv7', 'build_android_armv7', false)
}
}
}
}
} // End of stage('Build')
stage('Tests') {
parallel 'Python2: CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-python2-cpu') {
try {
init_git()
unpack_lib('cpu')
python2_ut('ubuntu_cpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_unittest.xml', 'nosetests_python2_cpu_unittest.xml')
collect_test_results_unix('nosetests_train.xml', 'nosetests_python2_cpu_train.xml')
collect_test_results_unix('nosetests_quantization.xml', 'nosetests_python2_cpu_quantization.xml')
}
}
}
},
'Python3: CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-python3-cpu') {
try {
init_git()
unpack_lib('cpu')
python3_ut('ubuntu_cpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_unittest.xml', 'nosetests_python3_cpu_unittest.xml')
collect_test_results_unix('nosetests_quantization.xml', 'nosetests_python3_cpu_quantization.xml')
}
}
}
},
'Python2: GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-python2-gpu') {
try {
init_git()
unpack_lib('gpu', mx_lib)
python2_gpu_ut('ubuntu_gpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python2_gpu.xml')
}
}
}
},
'Python3: GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-python3-gpu') {
try {
init_git()
unpack_lib('gpu', mx_lib)
python3_gpu_ut('ubuntu_gpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_gpu.xml')
}
}
}
},
'Python2: Quantize GPU': {
node('mxnetlinux-gpu-p3') {
ws('workspace/ut-python2-quantize-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
try {
init_git()
unpack_lib('gpu', mx_lib)
docker_run('ubuntu_gpu', 'unittest_ubuntu_python2_quantization_gpu', true)
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_quantization_gpu.xml', 'nosetests_python2_quantize_gpu.xml')
}
}
}
}
},
'Python3: Quantize GPU': {
node('mxnetlinux-gpu-p3') {
ws('workspace/ut-python3-quantize-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
try {
init_git()
unpack_lib('gpu', mx_lib)
docker_run('ubuntu_gpu', 'unittest_ubuntu_python3_quantization_gpu', true)
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_quantization_gpu.xml', 'nosetests_python3_quantize_gpu.xml')
}
}
}
}
},
'Python2: MKLDNN-CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-python2-mkldnn-cpu') {
try {
init_git()
unpack_lib('mkldnn_cpu', mx_mkldnn_lib)
python2_ut('ubuntu_cpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_unittest.xml', 'nosetests_python2_mkldnn_cpu_unittest.xml')
collect_test_results_unix('nosetests_train.xml', 'nosetests_python2_mkldnn_cpu_train.xml')
collect_test_results_unix('nosetests_quantization.xml', 'nosetests_python2_mkldnn_cpu_quantization.xml')
}
}
}
},
'Python2: MKLDNN-GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-python2-mkldnn-gpu') {
try {
init_git()
unpack_lib('mkldnn_gpu', mx_mkldnn_lib)
python2_gpu_ut('ubuntu_gpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python2_mkldnn_gpu.xml')
}
}
}
},
'Python3: MKLDNN-CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-python3-mkldnn-cpu') {
try {
init_git()
unpack_lib('mkldnn_cpu', mx_mkldnn_lib)
python3_ut_mkldnn('ubuntu_cpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_unittest.xml', 'nosetests_python3_mkldnn_cpu_unittest.xml')
collect_test_results_unix('nosetests_mkl.xml', 'nosetests_python3_mkldnn_cpu_mkl.xml')
}
}
}
},
'Python3: MKLDNN-GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-python3-mkldnn-gpu') {
try {
init_git()
unpack_lib('mkldnn_gpu', mx_mkldnn_lib)
python3_gpu_ut('ubuntu_gpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_mkldnn_gpu.xml')
}
}
}
},
'Python3: MKLDNN-GPU-NOCUDNN': {
node('mxnetlinux-gpu') {
ws('workspace/ut-python3-mkldnn-gpu-nocudnn') {
try {
init_git()
unpack_lib('mkldnn_gpu_nocudnn', mx_mkldnn_lib)
python3_gpu_ut_nocudnn('ubuntu_gpu')
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_mkldnn_gpu_nocudnn.xml')
}
}
}
},
'Python3: CentOS 7 CPU': {
node('mxnetlinux-cpu') {
ws('workspace/build-centos7-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
try {
init_git()
unpack_lib('centos7_cpu')
docker_run('centos7_cpu', 'unittest_centos7_cpu', false)
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_unittest.xml', 'nosetests_python3_centos7_cpu_unittest.xml')
collect_test_results_unix('nosetests_train.xml', 'nosetests_python3_centos7_cpu_train.xml')
}
}
}
}
},
'Python3: CentOS 7 GPU': {
node('mxnetlinux-gpu') {
ws('workspace/build-centos7-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
try {
init_git()
unpack_lib('centos7_gpu')
docker_run('centos7_gpu', 'unittest_centos7_gpu', true)
publish_test_coverage()
} finally {
collect_test_results_unix('nosetests_gpu.xml', 'nosetests_python3_centos7_gpu.xml')
}
}
}
}
},
'Scala: CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-scala-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cpu', mx_dist_lib)
docker_run('ubuntu_cpu', 'unittest_ubuntu_cpu_scala', false)
publish_test_coverage()
}
}
}
},
'Clojure: CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-clojure-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cpu', mx_dist_lib)
docker_run('ubuntu_cpu', 'unittest_ubuntu_cpu_clojure', false)
publish_test_coverage()
}
}
}
},
'Perl: CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-perl-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cpu')
docker_run('ubuntu_cpu', 'unittest_ubuntu_cpugpu_perl', false)
publish_test_coverage()
}
}
}
},
'Perl: GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-perl-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('gpu')
docker_run('ubuntu_gpu', 'unittest_ubuntu_cpugpu_perl', true)
publish_test_coverage()
}
}
}
},
'Cpp: GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-cpp-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cmake_gpu', mx_cmake_lib)
docker_run('ubuntu_gpu', 'unittest_ubuntu_gpu_cpp', true)
publish_test_coverage()
}
}
}
},
'Cpp: MKLDNN+GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-cpp-mkldnn-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cmake_mkldnn_gpu', mx_cmake_mkldnn_lib)
docker_run('ubuntu_gpu', 'unittest_ubuntu_gpu_cpp', true)
publish_test_coverage()
}
}
}
},
'R: CPU': {
node('mxnetlinux-cpu') {
ws('workspace/ut-r-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cpu')
docker_run('ubuntu_cpu', 'unittest_ubuntu_cpu_R', false)
publish_test_coverage()
}
}
}
},
'R: GPU': {
node('mxnetlinux-gpu') {
ws('workspace/ut-r-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('gpu')
docker_run('ubuntu_gpu', 'unittest_ubuntu_gpu_R', true)
publish_test_coverage()
}
}
}
},
'Python 2: CPU Win':{
node('mxnetwindows-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/ut-python-cpu') {
try {
init_git_win()
unstash 'vc14_cpu'
bat '''rmdir /s/q pkg_vc14_cpu
7z x -y vc14_cpu.7z'''
bat """xcopy C:\\mxnet\\data data /E /I /Y
xcopy C:\\mxnet\\model model /E /I /Y
call activate py2
set PYTHONPATH=${env.WORKSPACE}\\pkg_vc14_cpu\\python
del /S /Q ${env.WORKSPACE}\\pkg_vc14_cpu\\python\\*.pyc
C:\\mxnet\\test_cpu.bat"""
} finally {
collect_test_results_windows('nosetests_unittest.xml', 'nosetests_unittest_windows_python2_cpu.xml')
}
}
}
}
},
'Python 3: CPU Win': {
node('mxnetwindows-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/ut-python-cpu') {
try {
init_git_win()
unstash 'vc14_cpu'
bat '''rmdir /s/q pkg_vc14_cpu
7z x -y vc14_cpu.7z'''
bat """xcopy C:\\mxnet\\data data /E /I /Y
xcopy C:\\mxnet\\model model /E /I /Y
call activate py3
set PYTHONPATH=${env.WORKSPACE}\\pkg_vc14_cpu\\python
del /S /Q ${env.WORKSPACE}\\pkg_vc14_cpu\\python\\*.pyc
C:\\mxnet\\test_cpu.bat"""
} finally {
collect_test_results_windows('nosetests_unittest.xml', 'nosetests_unittest_windows_python3_cpu.xml')
}
}
}
}
},
'Python 2: GPU Win':{
node('mxnetwindows-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/ut-python-gpu') {
try {
init_git_win()
unstash 'vc14_gpu'
bat '''rmdir /s/q pkg_vc14_gpu
7z x -y vc14_gpu.7z'''
bat """xcopy C:\\mxnet\\data data /E /I /Y
xcopy C:\\mxnet\\model model /E /I /Y
call activate py2
set PYTHONPATH=${env.WORKSPACE}\\pkg_vc14_gpu\\python
del /S /Q ${env.WORKSPACE}\\pkg_vc14_gpu\\python\\*.pyc
C:\\mxnet\\test_gpu.bat"""
} finally {
collect_test_results_windows('nosetests_gpu_forward.xml', 'nosetests_gpu_forward_windows_python2_gpu.xml')
collect_test_results_windows('nosetests_gpu_operator.xml', 'nosetests_gpu_operator_windows_python2_gpu.xml')
}
}
}
}
},
'Python 3: GPU Win':{
node('mxnetwindows-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/ut-python-gpu') {
try {
init_git_win()
unstash 'vc14_gpu'
bat '''rmdir /s/q pkg_vc14_gpu
7z x -y vc14_gpu.7z'''
bat """xcopy C:\\mxnet\\data data /E /I /Y
xcopy C:\\mxnet\\model model /E /I /Y
call activate py3
set PYTHONPATH=${env.WORKSPACE}\\pkg_vc14_gpu\\python
del /S /Q ${env.WORKSPACE}\\pkg_vc14_gpu\\python\\*.pyc
C:\\mxnet\\test_gpu.bat"""
} finally {
collect_test_results_windows('nosetests_gpu_forward.xml', 'nosetests_gpu_forward_windows_python3_gpu.xml')
collect_test_results_windows('nosetests_gpu_operator.xml', 'nosetests_gpu_operator_windows_python3_gpu.xml')
}
}
}
}
},
'Python 3: MKLDNN-GPU Win':{
node('mxnetwindows-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
ws('workspace/ut-python-gpu') {
try {
init_git_win()
unstash 'vc14_gpu_mkldnn'
bat '''rmdir /s/q pkg_vc14_gpu_mkldnn
7z x -y vc14_gpu_mkldnn.7z'''
bat """xcopy C:\\mxnet\\data data /E /I /Y
xcopy C:\\mxnet\\model model /E /I /Y
call activate py3
set PYTHONPATH=${env.WORKSPACE}\\pkg_vc14_gpu_mkldnn\\python
del /S /Q ${env.WORKSPACE}\\pkg_vc14_gpu_mkldnn\\python\\*.pyc
C:\\mxnet\\test_gpu.bat"""
} finally {
collect_test_results_windows('nosetests_gpu_forward.xml', 'nosetests_gpu_forward_windows_python3_gpu_mkldnn.xml')
collect_test_results_windows('nosetests_gpu_operator.xml', 'nosetests_gpu_operator_windows_python3_gpu_mkldnn.xml')
}
}
}
}
},
'Onnx CPU': {
node('mxnetlinux-cpu') {
ws('workspace/it-onnx-cpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('cpu')
docker_run('ubuntu_cpu', 'integrationtest_ubuntu_cpu_onnx', false)
publish_test_coverage()
}
}
}
},
'Python GPU': {
node('mxnetlinux-gpu') {
ws('workspace/it-python-gpu') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('gpu')
docker_run('ubuntu_gpu', 'integrationtest_ubuntu_gpu_python', true)
publish_test_coverage()
}
}
}
},
// Disabled due to: https://github.com/apache/incubator-mxnet/issues/11407
// 'Caffe GPU': {
// node('mxnetlinux-gpu') {
// ws('workspace/it-caffe') {
// timeout(time: max_time, unit: 'MINUTES') {
// init_git()
// unpack_lib('gpu')
// docker_run('ubuntu_gpu', 'integrationtest_ubuntu_gpu_caffe', true)
// publish_test_coverage()
// }
// }
// }
// },
'cpp-package GPU': {
node('mxnetlinux-gpu') {
ws('workspace/it-cpp-package') {
timeout(time: max_time, unit: 'MINUTES') {
init_git()
unpack_lib('gpu')
unstash 'cpp_lenet'
unstash 'cpp_alexnet'
unstash 'cpp_googlenet'
unstash 'cpp_lenet_with_mxdataiter'
unstash 'cpp_resnet'