Rename main.yml to McDevol_GPU.yml #25
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| name: McDevol | |
| on: [push] | |
| jobs: | |
| build-linux: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| max-parallel: 5 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install Miniconda | |
| 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 init | |
| source ~/.bashrc | |
| - name: Install NVIDIA CUDA Toolkit | |
| run: | | |
| sudo apt-get update | |
| # sudo apt-get install -y gnupg | |
| # wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-keyring_1.0-1_all.deb | |
| # sudo dpkg -i cuda-keyring_1.0-1_all.deb | |
| # sudo apt-get update | |
| # Install the NVIDIA and CUDA Toolkit 11.0 | |
| # sudo apt-get install -y nvidia-driver-510 | |
| # sudo apt-get install -y cuda-toolkit-11-0 # Install CUDA 11.0 | |
| # echo "/usr/local/cuda/bin" >> $GITHUB_PATH | |
| # echo "/usr/local/cuda/lib64" >> $GITHUB_PATH | |
| - name: Create Environment | |
| env: | |
| CONDA_OVERRIDE_CUDA: "11.0" | |
| run: | | |
| conda env create --file environment.yml --name mcdevol_env | |
| - name: Activate Environment | |
| run: | | |
| source $HOME/miniconda/bin/activate # Ensure the shell is updated with conda initialization | |
| conda init | |
| conda activate mcdevol_env | |
| pip install tensorflow-gpu==2.8.0 | |
| - name: Verify CUDA Installation | |
| run: | | |
| source $HOME/miniconda/bin/activate | |
| conda init | |
| conda activate mcdevol_env | |
| python mcdevol/mcdevol.py -h | |
| python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))" | |
| # nvcc --version | |
| # nvidia-smi | |
| # - name: Lint with flake8 | |
| # run: | | |
| # source $HOME/miniconda/bin/activate mcdevol_env | |
| # conda install flake8 | |
| # flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
| # flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics | |
| # - name: Test with pytest | |
| # run: | | |
| # source $HOME/miniconda/bin/activate | |
| # conda init | |
| # conda activate mcdevol_env | |
| # conda install pytest | |
| # pytest |