TensorFlow and Keras#

The ray.train.tensorflow module runs distributed TensorFlow training. The Keras callback lives in ray.train.tensorflow.keras.

TensorflowTrainer

A Trainer for data parallel Tensorflow training.

TensorflowConfig

TensorflowConfig()

prepare_dataset_shard

A utility function that overrides default config for Tensorflow Dataset.

ReportCheckpointCallback

Keras callback for Ray Train reporting and checkpointing.