AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks

Abhisek Kundu, Naveen K. Mellempudi, Dharma Teja Vooturi +2

Sparse training is emerging as a promising avenue for reducing the computational cost of training neural networks. Several recent studies have proposed pruning methods using learna…