Better performance with the tf.data API | TensorFlow Core

Overview GPUs and TPUs can radically reduce the time required to execute a single training step. Achieving peak performance requires an efficient input pipeline that delivers data for the next step before the current step has finished. The tf.data API helps to build flexible and efficient input pipelines. This document demonstrates how to use the tf.data API to build highly performant TensorFlow i

[rjj]

Prefetching, parallel data transformation, parallel data extraction