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| # Setup script for Ubuntu 20.04 + CUDA 12.2 (RTX 3080) | |
| # Run: chmod +x setup-gpu.sh && ./setup-gpu.sh | |
| set -euo pipefail | |
| echo "=== smolvla-inspect GPU setup ===" | |
| # 0. Pull latest code on extended-attribution branch | |
| echo "Switching to extended-attribution branch..." | |
| git fetch origin | |
| git checkout extended-attribution | |
| git pull origin extended-attribution | |
| # 1. Ensure Python >= 3.10 | |
| PYTHON=$(command -v python3) | |
| PY_VERSION=$($PYTHON --version 2>&1 | awk '{print $2}') | |
| PY_MINOR=$(echo "$PY_VERSION" | cut -d. -f2) | |
| if [ "$PY_MINOR" -lt 10 ]; then | |
| echo "Error: Python >= 3.10 required, found $PY_VERSION" | |
| exit 1 | |
| fi | |
| echo "Using Python $PY_VERSION" | |
| # 2. Create virtual environment | |
| if [ ! -d ".venv" ]; then | |
| echo "Creating virtual environment..." | |
| $PYTHON -m venv .venv | |
| else | |
| echo "Virtual environment already exists." | |
| fi | |
| source .venv/bin/activate | |
| pip install --upgrade pip | |
| # 3. Install PyTorch with CUDA 12.1 support (compatible with CUDA 12.2 driver) | |
| echo "Installing PyTorch with CUDA support..." | |
| pip install torch torchvision --index-url https://download.pytorch.org/whl/cu121 | |
| # 4. Install project dependencies | |
| echo "Installing project dependencies..." | |
| pip install -r requirements.txt | |
| # 5. Install Node.js >= 18 (needed for web viewer frontend) | |
| NODE_REQUIRED=18 | |
| INSTALL_NODE=false | |
| if command -v node &>/dev/null; then | |
| NODE_VERSION=$(node --version | sed 's/v//' | cut -d. -f1) | |
| if [ "$NODE_VERSION" -lt "$NODE_REQUIRED" ]; then | |
| echo "Node.js v$NODE_VERSION found, but >= $NODE_REQUIRED required." | |
| INSTALL_NODE=true | |
| else | |
| echo "Node.js $(node --version) already installed." | |
| fi | |
| else | |
| echo "Node.js not found." | |
| INSTALL_NODE=true | |
| fi | |
| if [ "$INSTALL_NODE" = true ]; then | |
| echo "Installing Node.js 20 LTS via NodeSource..." | |
| curl -fsSL https://deb.nodesource.com/setup_20.x | sudo -E bash - | |
| sudo apt-get install -y nodejs | |
| echo "Node.js $(node --version) installed." | |
| fi | |
| # 6. Verify | |
| echo "" | |
| echo "=== Verification ===" | |
| python -c " | |
| import torch | |
| print(f'Python: {__import__(\"sys\").version}') | |
| print(f'PyTorch: {torch.__version__}') | |
| print(f'CUDA available: {torch.cuda.is_available()}') | |
| if torch.cuda.is_available(): | |
| print(f'GPU: {torch.cuda.get_device_name(0)}') | |
| print(f'VRAM: {torch.cuda.get_device_properties(0).total_mem / 1e9:.1f} GB') | |
| " | |
| echo "" | |
| echo "=== Done! ===" | |
| echo "To run: python inspect_attention.py --config configs/gpu.yaml" | |