TensorSocket: Shared Data Loading for Deep Learning Training

Ties Robroek, Neil Kim Nielsen, Pınar Tözün

Training deep learning models is a repetitive and resource-intensive process. Data scientists often train several models before landing on a set of parameters (e.g., hyper-paramete…