Update cuda dependencies to 12 #412
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name: GPU Tests | |
on: | |
workflow_dispatch: | |
push: | |
branches: | |
- main | |
- pull-request/* | |
tags: | |
- "v[0-9]+.[0-9]+.[0-9]+" | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
# Multi-GPU tests | |
gpu-tests: | |
runs-on: 2GPU | |
steps: | |
- uses: actions/checkout@v3 | |
with: | |
fetch-depth: 0 | |
- name: Run tests | |
run: | | |
ref_type=${{ github.ref_type }} | |
branch=main | |
if [[ $ref_type == "tag"* ]] | |
then | |
raw=$(git branch -r --contains ${{ github.ref_name }}) | |
branch=${raw/origin\/} | |
fi | |
cd ${{ github.workspace }}; MERLIN_BRANCH=$branch tox -e test-gpu | |
# Single GPU tests | |
gpu-tests-conda-cu12: | |
runs-on: linux-amd64-gpu-p100-latest-1 | |
container: | |
image: nvidia/cuda:12.1.1-devel-ubuntu22.04 | |
env: | |
NVIDIA_VISIBLE_DEVICES: ${{ env.NVIDIA_VISIBLE_DEVICES }} | |
steps: | |
- uses: actions/checkout@v3 | |
with: | |
fetch-depth: 0 | |
- name: Install Ubuntu packages | |
run: | | |
apt-get update -y | |
apt-get install -y git lsb-release | |
- uses: conda-incubator/setup-miniconda@v2 | |
with: | |
miniforge-variant: Mambaforge | |
use-mamba: true | |
activate-environment: cu12-env | |
environment-file: conda/environments/test-cu12.yaml | |
- name: Install and upgrade python packages | |
run: | | |
python -m pip install --upgrade pip tox | |
- name: Get Branch name | |
id: get-branch-name | |
uses: NVIDIA-Merlin/.github/actions/branch-name@9f82e25a18e2b4a3f4350e9f287c2c31e906d89e | |
- name: Run tests | |
run: | | |
merlin_branch="${{ steps.get-branch-name.outputs.branch }}" | |
MERLIN_BRANCH=$merlin_branch tox -e test-gpu | |
gpu-tests-cu11: | |
runs-on: linux-amd64-gpu-p100-latest-1 | |
container: | |
image: nvidia/cuda:11.8.0-devel-ubuntu22.04 | |
env: | |
NVIDIA_VISIBLE_DEVICES: ${{ env.NVIDIA_VISIBLE_DEVICES }} | |
steps: | |
- uses: actions/checkout@v3 | |
with: | |
fetch-depth: 0 | |
- name: Install Ubuntu packages | |
run: | | |
apt-get update -y | |
# libcudnn8 installed for tensorflow GPU support | |
apt-get install -y git lsb-release 'libcudnn8=*cuda11.8' | |
- name: Set up Python 3.8 | |
uses: actions/setup-python@v4 | |
with: | |
python-version: 3.8 | |
- name: Install and upgrade python packages | |
run: | | |
python -m pip install --upgrade pip tox | |
- name: Get Branch name | |
id: get-branch-name | |
uses: NVIDIA-Merlin/.github/actions/branch-name@9f82e25a18e2b4a3f4350e9f287c2c31e906d89e | |
- name: Run tests | |
run: | | |
merlin_branch="${{ steps.get-branch-name.outputs.branch }}" | |
RAPIDS_VERSION=23.04 MERLIN_BRANCH=$merlin_branch tox -e test-gpu-cu11 | |
gpu-tests-cu12: | |
runs-on: linux-amd64-gpu-p100-latest-1 | |
container: | |
image: nvidia/cuda:12.1.1-devel-ubuntu22.04 | |
env: | |
NVIDIA_VISIBLE_DEVICES: ${{ env.NVIDIA_VISIBLE_DEVICES }} | |
steps: | |
- uses: actions/checkout@v3 | |
with: | |
fetch-depth: 0 | |
- name: Install Ubuntu packages | |
run: | | |
apt-get update -y | |
apt-get install -y git lsb-release | |
- name: Set up Python 3.9 | |
uses: actions/setup-python@v4 | |
with: | |
python-version: 3.9 | |
- name: Install and upgrade python packages | |
run: | | |
python -m pip install --upgrade pip tox | |
- name: Get Branch name | |
id: get-branch-name | |
uses: NVIDIA-Merlin/.github/actions/branch-name@9f82e25a18e2b4a3f4350e9f287c2c31e906d89e | |
- name: Run tests | |
run: | | |
merlin_branch="${{ steps.get-branch-name.outputs.branch }}" | |
RAPIDS_VERSION=23.06 MERLIN_BRANCH=$merlin_branch tox -e test-gpu-cu12 |