Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach

Challapalli Phanindra Revanth, Sumohana S. Channappayya, C Krishna Mohan

Computing the loss gradient via backpropagation consumes considerable energy during deep learning (DL) model training. In this paper, we propose a novel approach to efficiently com…