azure-regression-tests.yml

# Azure pipelines for Marian NMT
#
# The pipeline need to be added manually to the repository, for example:
# 1. Go to Your repository > Pipelines, click "New pipeline"
# 2. Choose "Azure Repos Git" and a repository
# 3. Choose "Existing Azure Pipelines YAML file" and specify path to this file
# 4. "More actions" > "Save"

# The pipeline has no CI trigger and needs to be started manually, for example:
# 1. Got to the Pipeline created above
# 2. Click "Run pipeline" and select a "Branch/tag" you want to run it with
trigger: none

# Hosted Azure DevOps Pool determining OS, CUDA version and available GPUs
pool: mariandevops-pool-m60-eus

variables:
  - group: marian-regression-tests

stages:
- stage: TestsGPU
  jobs:

  ######################################################################
  - job: TestsGPULinux
    cancelTimeoutInMinutes: 1
    displayName: Linux GPU tests
    timeoutInMinutes: 120

    steps:
    - checkout: self
      submodules: true

    # librt.* from the default anaconda environment are deleted because they crash the linker at the
    # end of compilation. This is an issue with the pre-defined VM image that is used for the Pool
    # and will not persist for other images
    - bash: |
        rm -f /anaconda/envs/py38_default/x86_64-conda-linux-gnu/sysroot/usr/lib/librt.*
        sudo apt-get install -y gcc-8 g++-8 p7zip-full
        # TODO: There should be no need to install python3
        sudo apt-get install -y python3.8 python3.8-dev python3.8-distutils python3.8-venv
        sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 1
        sudo update-alternatives --set python3 /usr/bin/python3.8
        sudo apt-get install -y python3-pip
        python3 -m pip install --upgrade Cython pip
      displayName: Clean and install packages

    # Collect details about CPU and GPU.
    # Because the outputs goes into regression-tests/*.log files, they will be included in the artifact.
    - bash: |
        echo ">>> lscpu"
        lscpu | tee lscpu.log
        echo ">>> cpuinfo"
        cat /proc/cpuinfo | tee cpuinfo.log
        /usr/bin/gcc-8 --version | tee gcc.log
        echo ">>> nvidia-smi"
        nvidia-smi | tee nvidia-smi.log
        echo ">>> python"
        which python3 | tee python.log
        python3 --version | tee -a python.log
        python3 -m pip --version | tee -a python.log
        echo ">>> df"
        df -h | tee df.log
      displayName: Collect system info
      workingDirectory: regression-tests

    # Always run regression tests from the master branch
    # The current SAS token will expire on 12/31/2023 and a new one will need to be set in Marian > Pipelines > Library
    # This is run at the beginning for easier debugging of the Python environment
    - bash: |
        set -x
        git checkout master
        git pull origin master
        # Uninstall Cython because the newest 3.0.0 is incompatible with newest available versions of pyyaml and numpy as of July 2023
        python3 -m pip uninstall -y cython
        python3 -m pip install 'cython<3'
        # These modules will be installed via `make install` below, but Cython needs to be installed before
        python3 -m pip install 'pyyaml<6.0.1' 'numpy>=1.22,<2' websocket-client
        make install
      displayName: Prepare regression tests
      env:
        AZURE_STORAGE_SAS_TOKEN: $(marian-pub-tests-blob-sas-token)
      workingDirectory: regression-tests

    # https://software.intel.com/content/www/us/en/develop/articles/installing-intel-free-libs-and-python-apt-repo.html
    - bash: |
        sudo mkdir -p /usr/share/keyrings
        wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | sudo tee /usr/share/keyrings/intel.gpg > /dev/null
        echo "deb [signed-by=/usr/share/keyrings/intel.gpg] https://apt.repos.intel.com/mkl all main" | sudo tee /etc/apt/sources.list.d/intel-mkl.list
        sudo apt-get update -o Dir::Etc::sourcelist="/etc/apt/sources.list.d/intel-mkl.list"
        sudo apt-get install -y --no-install-recommends intel-mkl-64bit-2020.0-088
      displayName: Install MKL

    - bash: |
        mkdir -p build
        cd build
        CC=/usr/bin/gcc-8 CXX=/usr/bin/g++-8 CUDAHOSTCXX=/usr/bin/g++-8 \
        cmake .. \
          -DCOMPILE_CPU=on \
          -DUSE_FBGEMM=on \
          -DCOMPILE_CUDA=on \
          -DDETERMINISTIC=on \
          -DUSE_STATIC_LIBS=on \
          -DCOMPILE_EXAMPLES=on \
          -DCOMPILE_SERVER=on \
          -DCOMPILE_TESTS=on \
          -DCOMPILE_MAXWELL=on -DCOMPILE_PASCAL=off -DCOMPILE_VOLTA=off -DCOMPILE_TURING=off -DCOMPILE_AMPERE=off -DCOMPILE_AMPERE_RTX=off \
          -DCUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda-11.1 \
          -DPYMARIAN=on -DUSE_TCMALLOC=off -DPYTHON_EXECUTABLE=python3
      displayName: Configure CMake

    - bash: make -j5
      displayName: Compile
      workingDirectory: build

    - bash: |
        ./marian --version
        ./marian-decoder --version
        ./marian-scorer --version
        ./spm_encode --version
      displayName: Print versions
      workingDirectory: build

    # Run unit tests with verbose output
    - bash: ctest --verbose --output-on-failure
      displayName: Run unit tests
      workingDirectory: build

    # Continue on error to be able to collect outputs and publish them as an artifact
    - bash: MARIAN=../build ./run_mrt.sh
      continueOnError: true
      displayName: Run regression tests
      workingDirectory: regression-tests

    - bash: |
        nvidia-smi
        # cut -c3- removes './' from paths making 7z to retain the directory structure
        find . -type f \( -name "*.log" -o -name "*.out" -o -name "*.diff" \) -print | cut -c3- > listing.txt
        echo "Creating an artifact with the following files:"
        cat listing.txt
        7z a -tzip ../regression-tests-ci-public_linux-x64-static_cuda_m60.zip @listing.txt
      displayName: Collect outputs
      workingDirectory: regression-tests

    - bash: |
        python3 -m pip install build/pymarian-*.whl
        python3 -m pymarian -v
        python3 -m pip install pytest
        python3 -m pytest src/python/tests/regression
      displayName: Pymarian Install and Test


    - publish: regression-tests-ci-public_linux-x64-static_cuda_m60.zip
      artifact: regression-tests-ci-public_linux-x64-static_cuda_m60
      displayName: Publish outputs