nv-inference #8963
Workflow file for this run
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name: nv-inference | |
on: | |
workflow_dispatch: | |
pull_request: | |
paths: | |
- '.github/workflows/nv-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 * * *" | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
unit-tests: | |
runs-on: [self-hosted, nvidia, cu117, v100] | |
steps: | |
- uses: actions/checkout@v3 | |
- id: setup-venv | |
uses: ./.github/workflows/setup-venv | |
- name: Install pytorch | |
run: | | |
pip install -U --cache-dir $TORCH_CACHE torch==2.1.2 torchvision==0.16.2 --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 | |
#git checkout f370bebdc | |
git rev-parse --short HEAD | |
pip install . | |
- name: Install deepspeed | |
run: | | |
DS_ACCELERATOR=cpu pip install .[dev,1bit,autotuning,inf] | |
#pip install .[dev,1bit,autotuning,inf,triton] | |
ds_report | |
- name: Python environment | |
run: | | |
pip list | |
- name: Unit tests | |
run: | | |
unset TORCH_CUDA_ARCH_LIST # only jit compile for current arch | |
cd tests | |
#pytest $PYTEST_OPTS -m 'seq_inference' unit/ --torch_ver="2.1" --cuda_ver="11.8" | |
pytest $PYTEST_OPTS -m 'inference_ops' unit/ --torch_ver="2.1" --cuda_ver="11.8" | |
pytest $PYTEST_OPTS --forked -n 4 -m 'inference' unit/ --torch_ver="2.1" --cuda_ver="11.8" | |
# run ds_report again to check updated op list | |
ds_report |