Sahil Tyagi

Scavenger: A Cloud Service for Optimizing Cost and Performance of DL Training

2023

Deep learning (DL) models learn non-linear functions and relationships by iteratively training on given data. To accelerate training further, data-parallel training [1] launches multiple instances of training process on separate partitions of data and periodically …