Aniket Karjee

Frugal AI: Sustainable Deep Learning Compression via Pruning and Mixed-Precision QAT

Deep learning models frequently require substantial computational resources, leading to high operational carbon emissions. This paper applies the principles of sobriété numérique (digital sobriety) to optimize a Convolutional Neural Network (CNN) trained on the CIFAR-10 dataset....