+++
title = "Reference Overview"
description = "Reference documentation for Kubeflow APIs and services."
weight = 1

+++

<a id="tfjob">
## TFJob

TFJob is a Kubernetes 
[custom resource](https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources/)
that you can use to run TensorFlow training jobs on Kubernetes. For help with
using TFJob with Kubeflow, see the [user guide](/docs/components/tftraining/).

API references:

  * [v1beta1](/docs/reference/tfjob/v1beta1/tensorflow/)
  * [v1beta2](/docs/reference/tfjob/v1beta2/tensorflow/)

<a id="pytorchjob">
## PyTorchJob

PyTorchJob is a Kubernetes
[custom resource](https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources/)
that you can use to run PyTorch training jobs on Kubernetes. For help with
using PyTorch with Kubeflow, see the [user guide](/docs/components/pytorch/).

API references:

  * [v1beta1](/docs/reference/pytorchjob/v1beta1/pytorch/)
  * [v1beta2](/docs/reference/pytorchjob/v1beta2/pytorch/)