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name: McDevol_GPU | ||
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on: [push] | ||
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jobs: | ||
build-linux: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v4 | ||
- name: Set up Python 3.9 | ||
uses: actions/setup-python@v2 | ||
with: | ||
python-version: 3.9 | ||
- name: Install CUDA Toolkit | ||
uses: Jimver/[email protected] | ||
id: cuda-toolkit | ||
with: | ||
cuda: '11.2.2' | ||
- name: Create and activate conda environment | ||
run: | | ||
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh | ||
bash Miniconda3-latest-Linux-x86_64.sh -b -p $HOME/miniconda | ||
echo "$HOME/miniconda/bin" >> $GITHUB_PATH | ||
source $HOME/miniconda/bin/activate | ||
conda env create --file environment.yml --name mcdevol_env | ||
conda activate mcdevol_env | ||
- name: Install TensorFlow | ||
run: | | ||
pip install tensorflow-gpu==2.8.0 | ||
- name: Verify CUDA and TensorFlow | ||
run: | | ||
conda activate mcdevol_env | ||
python mcdevol/mcdevol.py -h | ||
python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))" |