onnxruntime-tvm/Jenkinsfile

294 строки
8.3 KiB
Groovy

#!groovy
// -*- mode: groovy -*-
// Jenkins pipeline
// See documents at https://jenkins.io/doc/book/pipeline/jenkinsfile/
// tvm libraries
tvm_runtime = "lib/libtvm_runtime.so, config.mk"
tvm_lib = "lib/libtvm.so, " + tvm_runtime
// LLVM upstream lib
tvm_multilib = "lib/libtvm_llvm40.so, lib/libtvm_llvm50.so, lib/libtvm_llvm60.so, " + tvm_runtime
// command to start a docker container
docker_run = 'tests/ci_build/ci_build.sh'
// timeout in minutes
max_time = 60
// initialize source codes
def init_git() {
checkout scm
retry(5) {
timeout(time: 2, unit: 'MINUTES') {
sh 'git submodule update --init'
}
}
}
def init_git_win() {
checkout scm
retry(5) {
timeout(time: 2, unit: 'MINUTES') {
bat 'git submodule update --init'
}
}
}
stage("Sanity Check") {
timeout(time: max_time, unit: 'MINUTES') {
node('linux') {
ws('workspace/tvm/sanity') {
init_git()
sh "${docker_run} lint ./tests/scripts/task_lint.sh"
}
}
}
}
// Run make. First try to do an incremental make from a previous workspace in hope to
// accelerate the compilation. If something wrong, clean the workspace and then
// build from scratch.
def make(docker_type, make_flag) {
timeout(time: max_time, unit: 'MINUTES') {
try {
sh "${docker_run} ${docker_type} make ${make_flag}"
} catch (exc) {
echo 'Incremental compilation failed. Fall back to build from scratch'
sh "${docker_run} ${docker_type} make clean"
sh "${docker_run} ${docker_type} make ${make_flag}"
}
}
}
// pack libraries for later use
def pack_lib(name, libs) {
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) {
unstash name
sh """
echo "Unpacked ${libs} from ${name}"
echo ${libs} | sed -e 's/,/ /g' | xargs md5sum
"""
}
stage('Build') {
parallel 'GPU': {
node('GPU' && 'linux') {
ws('workspace/tvm/build-gpu') {
init_git()
sh """
cp make/config.mk .
echo USE_CUDNN=1 >> config.mk
echo USE_CUDA=1 >> config.mk
echo USE_OPENCL=1 >> config.mk
echo USE_OPENGL=1 >> config.mk
echo LLVM_CONFIG=llvm-config-4.0 >> config.mk
echo USE_RPC=1 >> config.mk
echo USE_GRAPH_RUNTIME=1 >> config.mk
echo USE_BLAS=openblas >> config.mk
rm -f lib/libtvm_runtime.so lib/libtvm.so
"""
make('gpu', '-j2')
sh "mv lib/libtvm.so lib/libtvm_llvm40.so"
sh "echo LLVM_CONFIG=llvm-config-5.0 >> config.mk"
make('gpu', '-j2')
sh "mv lib/libtvm.so lib/libtvm_llvm50.so"
sh "echo LLVM_CONFIG=llvm-config-6.0 >> config.mk"
make('gpu', '-j2')
sh "mv lib/libtvm.so lib/libtvm_llvm60.so"
pack_lib('gpu', tvm_multilib)
sh """
echo USE_ROCM=1 >> config.mk
echo ROCM_PATH=/opt/rocm >> config.mk
"""
make('gpu', '-j2')
}
}
},
'CPU': {
node('CPU' && 'linux') {
ws('workspace/tvm/build-cpu') {
init_git()
sh """
cp make/config.mk .
echo USE_CUDA=0 >> config.mk
echo USE_OPENCL=0 >> config.mk
echo USE_RPC=0 >> config.mk
echo USE_OPENGL=1 >> config.mk
echo LLVM_CONFIG=llvm-config-4.0 >> config.mk
"""
make('cpu', '-j2')
pack_lib('cpu', tvm_lib)
}
}
},
'i386': {
node('CPU' && 'linux') {
ws('workspace/tvm/build-i386') {
init_git()
sh """
cp make/config.mk .
echo USE_CUDA=0 >> config.mk
echo USE_OPENCL=0 >> config.mk
echo LLVM_CONFIG=llvm-config-4.0 >> config.mk
echo USE_RPC=1 >> config.mk
"""
make('i386', '-j2')
sh "mv lib/libtvm.so lib/libtvm_llvm40.so"
sh "echo LLVM_CONFIG=llvm-config-5.0 >> config.mk"
make('i386', '-j2')
sh "mv lib/libtvm.so lib/libtvm_llvm50.so"
sh "echo LLVM_CONFIG=llvm-config-6.0 >> config.mk"
make('i386', '-j2')
sh "mv lib/libtvm.so lib/libtvm_llvm60.so"
pack_lib('i386', tvm_multilib)
}
}
},
'web': {
node('emcc') {
ws('workspace/tvm/build-weblib') {
init_git()
sh """
cp make/config.mk .
echo USE_CUDA=0 >> config.mk
echo USE_OPENCL=0 >> config.mk
echo LLVM_CONFIG=llvm-config >> config.mk
echo USE_RPC=0 >> config.mk
"""
sh "${docker_run} emscripten echo testing javascript..."
timeout(time: max_time, unit: 'MINUTES') {
try {
sh "${docker_run} emscripten ./tests/scripts/task_web_build.sh"
} catch (exc) {
echo 'Incremental compilation failed. Fall back to build from scratch'
sh "${docker_run} emscripten make clean"
sh "${docker_run} emscripten ./tests/scripts/task_web_build.sh"
}
}
pack_lib('weblib', tvm_lib)
}
}
}
}
stage('Unit Test') {
parallel 'python2/3: GPU': {
node('GPU' && 'linux') {
ws('workspace/tvm/ut-python-gpu') {
init_git()
unpack_lib('gpu', tvm_multilib)
sh "cp lib/libtvm_llvm40.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} gpu ./tests/scripts/task_python_unittest.sh"
}
// Test on the lastest mainline.
sh "cp lib/libtvm_llvm60.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} gpu ./tests/scripts/task_python_unittest.sh"
}
}
}
},
'python2/3: i386': {
node('CPU' && 'linux') {
ws('workspace/tvm/ut-python-i386') {
init_git()
unpack_lib('i386', tvm_multilib)
sh "cp lib/libtvm_llvm40.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} i386 ./tests/scripts/task_python_unittest.sh"
sh "${docker_run} i386 ./tests/scripts/task_python_integration.sh"
}
// Test on llvm 5.0
sh "cp lib/libtvm_llvm50.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} i386 ./tests/scripts/task_python_integration.sh"
}
}
}
},
'cpp': {
node('linux') {
ws('workspace/tvm/ut-cpp') {
init_git()
unpack_lib('cpu', tvm_lib)
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} cpu ./tests/scripts/task_cpp_unittest.sh"
}
}
}
},
'java': {
node('GPU' && 'linux') {
ws('workspace/tvm/ut-java') {
init_git()
unpack_lib('gpu', tvm_multilib)
sh "cp lib/libtvm_llvm40.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} gpu ./tests/scripts/task_java_unittest.sh"
}
}
}
}
}
stage('Integration Test') {
parallel 'python': {
node('GPU' && 'linux') {
ws('workspace/tvm/it-python-gpu') {
init_git()
unpack_lib('gpu', tvm_multilib)
sh "cp lib/libtvm_llvm40.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} gpu ./tests/scripts/task_python_integration.sh"
sh "${docker_run} gpu ./tests/scripts/task_python_topi.sh"
}
}
}
},
'web': {
node('emcc') {
ws('workspace/tvm/it-weblib') {
init_git()
unpack_lib('weblib', tvm_lib)
sh "${docker_run} emscripten echo testing javascript..."
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} emscripten ./tests/scripts/task_web_test.sh"
}
}
}
},
'docs': {
node('GPU' && 'linux') {
ws('workspace/tvm/docs-python-gpu') {
init_git()
unpack_lib('gpu', tvm_multilib)
sh "cp lib/libtvm_llvm40.so lib/libtvm.so"
timeout(time: max_time, unit: 'MINUTES') {
sh "${docker_run} gpu ./tests/scripts/task_python_docs.sh"
}
pack_lib('mydocs', 'docs.tgz')
}
}
}
}
stage('Deploy') {
node('docker' && 'doc') {
ws('workspace/tvm/deploy-docs') {
if (env.BRANCH_NAME == "master") {
unpack_lib('mydocs', 'docs.tgz')
sh "tar xf docs.tgz -C /var/docs"
}
}
}
}