Accelerating Deep Learning with Dynamic Data Pruning

Ravi S Raju, Kyle Daruwalla, Mikko Lipasti

Deep learning's success has been attributed to the training of large, overparameterized models on massive amounts of data. As this trend continues, model training has become prohib…