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Build TensorFlow Input Pipelines
- Source :
- State-of-the-Art Deep Learning Models in TensorFlow ISBN: 9781484273401
- Publication Year :
- 2021
- Publisher :
- Apress, 2021.
-
Abstract
- We introduce you to TensorFlow input pipelines with the tf.data API, which enables you to build complex input pipelines from simple, reusable pieces. Input pipelines are the lifeblood of any deep learning experiment because learning models expect data in a TensorFlow consumable form. It is very easy to create high-performance pipelines with the tf.data.Dataset abstraction (a component of the tf.data API) because it represents a sequence of elements from a dataset in a simple format.
Details
- ISBN :
- 978-1-4842-7340-1
- ISBNs :
- 9781484273401
- Database :
- OpenAIRE
- Journal :
- State-of-the-Art Deep Learning Models in TensorFlow ISBN: 9781484273401
- Accession number :
- edsair.doi...........45ea99e6f616743a08ce7af8b02dcde1