Distributed training with TensorFlow, TensorFlow Authors, 2023 - This official guide explains distributed training strategies in TensorFlow, covering MirroredStrategy, MultiWorkerMirroredStrategy, tf.data integration for data distribution and sharding, and general best practices.
Better performance with the tf.data API, TensorFlow Authors, 2023 - This TensorFlow guide focuses on optimizing input pipelines with the tf.data API, covering techniques like prefetching, parallel mapping, caching, and interleaving for improved performance.