nv-transformers-v100 #139
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name: nv-transformers-v100 | |
on: | |
pull_request: | |
paths-ignore: | |
- 'docs/**' | |
- 'blogs/**' | |
- 'deepspeed/inference/v2/**' | |
- 'tests/unit/inference/v2/**' | |
merge_group: | |
branches: [ master ] | |
schedule: | |
- cron: "0 0 * * *" | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
unit-tests: | |
runs-on: [self-hosted, nvidia, cu117, v100] | |
steps: | |
- uses: actions/checkout@v4 | |
- id: setup-venv | |
uses: ./.github/workflows/setup-venv | |
- name: Install pytorch | |
run: | | |
# use the same pytorch version as transformers CI | |
pip install -U --cache-dir $TORCH_CACHE torch==2.0.1+cu118 --index-url https://download.pytorch.org/whl/cu118 | |
python -c "import torch; print('torch:', torch.__version__, torch)" | |
python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
- name: Install transformers | |
run: | | |
git clone https://github.com/huggingface/transformers | |
cd transformers | |
# if needed switch to the last known good SHA until transformers@master is fixed | |
git checkout e7e9261a2 | |
git rev-parse --short HEAD | |
pip install . | |
- name: Install deepspeed | |
run: | | |
pip install .[dev,autotuning] | |
ds_report | |
- name: Python environment | |
run: | | |
pip list | |
- name: HF transformers tests | |
run: | | |
unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
cd transformers | |
pip install .[testing] | |
# find reqs used in ds integration tests | |
find examples/pytorch -regextype posix-egrep -regex '.*(language-modeling|question-answering|summarization|image-classification|text-classification|translation).*/requirements.txt' -exec grep -v 'torch' {} \; | xargs -I {} pip install --upgrade {} | |
# force protobuf version due to issues | |
pip install "protobuf<4.21.0" | |
pip list | |
WANDB_DISABLED=true RUN_SLOW=1 pytest $PYTEST_OPTS tests/deepspeed |