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Derek Murray discusses tf.data, the recommended API for building Brennan Saeta walks through how to optimize training speed of your models on modern accelerators (GPUs and TPUs).
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tf.data: Fast, flexible, and easy-to-use input pipelines (TensorFlow Dev Summit 2018)
Cats&Dogs TF 3: Input Pipeline Initialization with tf.data.Dataset
TensorFlow Data Pipeline. Practical tutorial.
How to Create Efficient Training Pipelines with TensorFlow data.Dataset (Tensorflow Datasets)
Using the tf.data API to build input pipelines (TensorFlow Meets)
Input Data Pipelines - TensorFlow Essentials #4
Custom Models & Layers - Deep Learning with Tensorflow | Ep. 13
How do TFX pipelines work? (TensorFlow Extended)
Training Performance: A user’s guide to converge faster (TensorFlow Dev Summit 2018)
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Last Updated: June 21, 2026
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