cpu-inference #13
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: cpu-inference | |
| on: | |
| workflow_dispatch: | |
| pull_request: | |
| paths: | |
| - '.github/workflows/cpu-inference.yml' | |
| - 'requirements/**' | |
| - 'deepspeed/__init__.py' | |
| - 'deepspeed/inference/**' | |
| - '!deepspeed/inference/v2/**' # exclude v2 dir | |
| - 'tests/unit/inference/**' | |
| - '!tests/unit/inference/v2/**' # exclude v2 tests dir | |
| merge_group: | |
| branches: [ master ] | |
| schedule: | |
| - cron: "0 0 * * 0" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| unit-tests: | |
| runs-on: [self-hosted, cpu] | |
| env: {ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true} # Allow using Node16 actions | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - id: setup-venv | |
| uses: ./.github/workflows/setup-venv | |
| - name: Install gcc-9 | |
| run: | | |
| sudo add-apt-repository -u ppa:ubuntu-toolchain-r/test | |
| sudo apt install -y gcc-9 g++-9 | |
| # set gcc-9 and g++9 to default | |
| sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-9 99 | |
| sudo update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-9 99 | |
| - name: Check gcc version | |
| run: | | |
| # Get gcc version | |
| gcc --version | |
| g++ --version | |
| - name: Detect instruction sets on instance | |
| run: | | |
| lscpu | |
| - name: Install numactl | |
| run: | | |
| sudo apt-get install -y numactl | |
| - name: Install dependencies | |
| run: | | |
| pip install torch | |
| # check installed version | |
| pip list |grep \\\<torch\\\> | |
| - name: Install oneCCL | |
| run: | | |
| pip install cmake | |
| git clone https://github.com/oneapi-src/oneCCL | |
| cd oneCCL | |
| mkdir build | |
| cd build | |
| cmake .. | |
| make -j install | |
| - name: Install transformers | |
| run: | | |
| git clone https://github.com/huggingface/transformers | |
| cd transformers | |
| git rev-parse --short HEAD | |
| pip install . | |
| - name: Install deepspeed | |
| run: | | |
| # check why the host does not have AVX2 support | |
| pip install .[dev,1bit,autotuning,inf] | |
| ds_report | |
| - name: Python environment check | |
| run: | | |
| pip list | |
| source oneCCL/build/_install/env/setvars.sh | |
| export LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libstdc++.so.6 | |
| # check whether the environment is properly setup | |
| python -c "import deepspeed;from deepspeed.accelerator import get_accelerator;print(get_accelerator().device_name());print(get_accelerator().is_available())" | |
| - name: Unit tests | |
| run: | | |
| # prep oneCCL for CCLBackend comm ops building | |
| source oneCCL/build/_install/env/setvars.sh | |
| export LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libstdc++.so.6 | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd tests | |
| # LOCAL_SIZE=2 enforce CPU to report 2 devices, this helps run the test on github default runner | |
| LOCAL_SIZE=2 COLUMNS=240 HF_HOME=~/tmp/hf_home/ TORCH_EXTENSIONS_DIR=./torch-extensions pytest -m 'seq_inference' unit/ | |
| LOCAL_SIZE=2 COLUMNS=240 HF_HOME=~/tmp/hf_home/ TORCH_EXTENSIONS_DIR=./torch-extensions pytest -m 'inference_ops' -m 'inference' unit/ |