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46 changes: 19 additions & 27 deletions .github/workflows/buildcupy.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,9 @@ on:

jobs:
build:
runs-on: self-hosted
runs-on:
- self-hosted
- exouser
steps:
- name: Check out source repository
uses: actions/checkout@v6
Expand All @@ -22,35 +24,25 @@ jobs:
python-version: 3.11
- name: Install dependencies and pylops
run: |
srun --account=yuxilab -n 1 -N 1 --gres=gpu:L40S:1 bash -c '
uv sync --locked --extra advanced \
--extra stat --extra gpu-cu12 \
--extra deep-cu128 --all-groups
'
uv sync --locked --extra advanced \
--extra stat --extra gpu-cu12 \
--extra deep-cu128 --all-groups
echo "done!"
- name: Install CUDA 12.8 toolkit
- name: Use local CUDA 12.8 toolkit
run: |
srun --account=yuxilab -n 1 -N 1 --gres=gpu:L40S:1 bash -c '
# Currently, the NVIDIA GPU drivers on the self-hosted runner
# and the CUDA installation in CUDA_HOME require different PTX versions
# (8.7 and 8.8, respectively). CUDA and NVCC are temporarely
# installed in the uv environment, and the CUDA paths are set in
# the test command, to work around this issue.
uv add nvidia-cuda-nvcc-cu12==12.8.*
# Numba resolves libNVVM via CUDA_HOME and needs a versioned
# libnvvm.so.N (the pip wheel only ships a bare libnvvm.so), so
# add the symlink once here against the wheel-provided toolkit.
ln -sf libnvvm.so .venv/lib/python3.11/site-packages/nvidia/cuda_nvcc/nvvm/lib64/libnvvm.so.4
'
if [ ! -d "$HOME/local/cuda" ]; then
echo "CUDA 12.8 toolkit not found at $HOME/local/cuda"
exit 1
fi
echo "CUDA_HOME=$HOME/local/cuda" >> "$GITHUB_ENV"
echo "done!"
- name: Test with pytest
run: |
srun --account=yuxilab -n 1 -N 1 --gres=gpu:L40S:1 bash -c '
# Use the pip-installed CUDA 12.8 toolkit (matches the 12.8 driver),
# not any system CUDA on the runner, so numba emits PTX <= 8.7.
export CUDA_HOME="$PWD/.venv/lib/python3.11/site-packages/nvidia/cuda_nvcc"
export CUPY_PYLOPS=1
export TEST_CUPY_PYLOPS=1
uv run pytest --color=yes pytests/
'
# Use the local CUDA 12.8 toolchain from $HOME/local/cuda.
export CUDA_HOME="${CUDA_HOME:-$HOME/local/cuda}"
export CUPY_PYLOPS=1
export TEST_CUPY_PYLOPS=1
export PATH="$CUDA_HOME/bin:$PATH"
export LD_LIBRARY_PATH="$CUDA_HOME/lib64:$LD_LIBRARY_PATH"
uv run pytest --color=yes pytests/
echo "done!"
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