Reference Overview

TFJob

TFJob is a Kubernetes custom resource that you can use to run TensorFlow training jobs on Kubernetes. For help with using TFJob with Kubeflow, see the user guide.

API references:

• v1
• v1beta2

PyTorchJob

PyTorchJob is a Kubernetes custom resource that you can use to run PyTorch training jobs on Kubernetes. For help with using PyTorch with Kubeflow, see the user guide.

API references:

• v1
• v1beta2

MPIJob

MPIJob is a Kubernetes custom resource that you can use to run allreduce-style distributed training jobs on Kubernetes. For help with using MPIJob with Kubeflow, see the user guide.

API references:

• v1alpha2

Notebook

Notebook CRD is a Kubernetes custom resource that you can use to manage Jupyter Notebook servers on Kubernetes. For help with using notebooks with Kubeflow, see the user guide.

API references:

• v1

Katib

Katib is an AutoML system that you can use to run hyperparameter tuning and neural architecture search experiments on Kubernetes. For help with using Katib with Kubeflow, see the user guide.

gRPC API references:

• v1beta1

• v1alpha3