FP6 quantization end-to-end. #8873
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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, cu116, 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: | | |
| 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" |