SwiftLearn: A Data-Efficient Training Method of Deep Learning Models using Importance Sampling

Habib Hajimolahoseini, Omar Mohamed Awad, Walid Ahmed +8

In this paper, we present SwiftLearn, a data-efficient approach to accelerate training of deep learning models using a subset of data samples selected during the warm-up stages of…