Originally published at: https://developer.nvidia.com/blog/improved-data-loading-with-threads/
Data loading is a critical aspect of deep learning workflows, whether you’re focused on training or inference. However, it often presents a paradox: the need for a highly convenient solution that is simultaneously customizable. These two goals are notoriously difficult to reconcile. One of the traditional solutions to this problem is to scale out the…