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Running on Zero
| export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/nvidia | |
| # Local developer overrides — never committed (see .gitignore) | |
| if [[ -f "$(dirname "$0")/slurm_init.local.sh" ]]; then | |
| source "$(dirname "$0")/slurm_init.local.sh" | |
| fi | |
| # Configure the variables below for your cluster environment. | |
| # CACHE_DIR : directory for PyTorch / HuggingFace model caches | |
| # RESULTS_DIR : directory where training outputs will be written | |
| # DATASET_DIR : path to the GEM dataset | |
| CACHE_DIR="${CACHE_DIR:-/path/to/cache/$user}" | |
| RESULTS_DIR="${RESULTS_DIR:-/path/to/results}" | |
| DATASET_DIR="${DATASET_DIR:-/path/to/data}" | |
| export TORCH_HOME=$CACHE_DIR | |
| export HUGGINGFACE_HUB_CACHE=$CACHE_DIR | |
| export XDG_CACHE_HOME=$CACHE_DIR | |
| if [[ -n "$SLURM_PROCID" && "$SLURM_LOCALID" -ne 0 ]]; then | |
| echo "skip installation since SLURM_LOCALID is not 0" | |
| # Check if the total number of SLURM nodes used is more than 4 | |
| if [ "$SLURM_JOB_NUM_NODES" -gt 4 ]; then | |
| echo "sleep 60s since SLURM_JOB_NUM_NODES is more than 4" | |
| sleep 60 | |
| else | |
| echo "sleep 60s since SLURM_JOB_NUM_NODES is less than 4" | |
| sleep 60 | |
| fi | |
| else | |
| echo "run installation since SLURM_PROCID is 0" | |
| if [ ! -d "$CACHE_DIR" ]; then | |
| mkdir -p $CACHE_DIR | |
| fi | |
| mkdir -p $RESULTS_DIR | |
| ln -s $RESULTS_DIR outputs | |
| ln -s $DATASET_DIR ./inputs | |
| # install SOMA | |
| cd ./third_party/soma | |
| pip install ".[dev]" | |
| cd ../../ | |
| pip install yacs | |
| apt-get update && apt-get install -y libgl1-mesa-dev libosmesa6-dev | |
| pip install pyrender | |
| pip install --upgrade PyOpenGL PyOpenGL_accelerate | |
| pip install -e . | |
| fi | |