From Code Smells to Best Practices: Tackling Resource Leaks in PyTorch, TensorFlow, and Keras

Bashar Abdallah, Martyna E. Wojciechowska, Gustavo Santos +4

Much of the existing ML research focuses on model performance metrics, leaving limited attention to the long-term sustainability and resource efficiency of ML applications. While h…