koila
Koila provides an efficient method to resolve 'CUDA error: out of memory' issues in PyTorch with minimal code changes. By dynamically adjusting batch sizes to GPU availability and using lazy evaluation, it enhances resource management and performance. Its lightweight design supports large batch operations and eases debugging, seamlessly integrating with existing PyTorch setups. Available via PyPI, Koila is a promising tool for future enhancements like multi-GPU support, though not yet fully production-ready.