TensorFlow Distributed#
TensorFlow operator is useful to natively run distributed TensorFlow training jobs on Flyte. It leverages the Kubeflow training operator.
Install the plugin#
To install the Kubeflow TensorFlow plugin, run the following command:
pip install flytekitplugins-kftensorflow
To enable the plugin in the backend, follow instructions outlined in the Configure Kubernetes Plugins guide.
Run the example on the Flyte cluster#
To run the provided example on the Flyte cluster, use the following command:
pyflyte run --remote tf_mnist.py \
mnist_tensorflow_workflow