Switch modeling to use transformers and torch version for BERT #2112
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: | |
| pull_request: | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'blogs/**' | |
| merge_group: | |
| branches: [ master ] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| unit-tests: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - id: setup-venv | |
| uses: ./.github/workflows/setup-venv | |
| - name: Detect instruction sets on instance | |
| run: | | |
| lscpu | |
| pip install cmake | |
| git clone https://github.com/intel/intel-extension-for-pytorch | |
| cd intel-extension-for-pytorch/tests/cpu/isa | |
| cmake . | |
| make | |
| ./cpu_features | |
| - name: Install numactl | |
| run: | | |
| sudo apt-get install -y numactl | |
| - name: Install oneCCL Bindings for PyTorch | |
| run: | | |
| python -m pip install intel_extension_for_pytorch | |
| python -m pip install oneccl_bind_pt==2.0 -f https://developer.intel.com/ipex-whl-stable-cpu | |
| - name: Install oneCCL | |
| run: | | |
| git clone https://github.com/oneapi-src/oneCCL | |
| cd oneCCL | |
| mkdir build | |
| cd build | |
| cmake .. | |
| make | |
| make install | |
| #source ./_install/env/setvars.sh | |
| # test whether oneCCL is correctly installed | |
| #mpirun -n 2 ./examples/benchmark/benchmark | |
| - 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 | |
| run: | | |
| pip list | |
| - name: Unit tests | |
| run: | | |
| source oneCCL/build/_install/env/setvars.sh | |
| unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
| cd tests | |
| TRANSFORMERS_CACHE=~/tmp/transformers_cache/ TORCH_EXTENSIONS_DIR=./torch-extensions pytest -m 'seq_inference' -m 'inference_ops' -m 'inference' unit/ |