cupy

runpod_setup.sh

@@ -18,6 +18,28 @@ pip install -r requirements.txt
 echo "📹 Installing decord for video processing..."
 pip install decord
 
+# Install CuPy for GPU acceleration of stereo validation
+echo "🚀 Installing CuPy for GPU acceleration..."
+# Auto-detect CUDA version and install appropriate CuPy
+python -c "
+import torch
+if torch.cuda.is_available():
+    cuda_version = torch.version.cuda
+    print(f'CUDA version detected: {cuda_version}')
+    if cuda_version.startswith('11.'):
+        import subprocess
+        subprocess.run(['pip', 'install', 'cupy-cuda11x>=12.0.0'])
+        print('Installed CuPy for CUDA 11.x')
+    elif cuda_version.startswith('12.'):
+        import subprocess
+        subprocess.run(['pip', 'install', 'cupy-cuda12x>=12.0.0'])
+        print('Installed CuPy for CUDA 12.x')
+    else:
+        print(f'Unsupported CUDA version: {cuda_version}')
+else:
+    print('CUDA not available, skipping CuPy installation')
+"
+
 # Install SAM2 separately (not on PyPI)
 echo "🎯 Installing SAM2..."
 pip install git+https://github.com/facebookresearch/segment-anything-2.git