Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines

Michael Kuchnik, Ana Klimovic, Jiri Simsa +2

Input pipelines, which ingest and transform input data, are an essential part of training Machine Learning (ML) models. However, it is challenging to implement efficient input pipe…