tf-operator

module

v0.3.0 Latest Latest Go to latest Published: Sep 22, 2018 License: Apache-2.0

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Repository

github.com/stpabhi/tf-operator

Links

Open Source Insights

README ¶

K8s Custom Resource and Operator For TensorFlow jobs

Quick Links

Overview

TFJob provides a Kubernetes custom resource that makes it easy to run distributed or non-distributed TensorFlow jobs on Kubernetes.

Please refer to the user guide for more information.

Contributing

Please refer to the developer_guide

Change Log

Please refer to CHANGELOG

Community

This is a part of Kubeflow, so please see readme in kubeflow/kubeflow to get in touch with the community.

Directories ¶

Path	Synopsis
cmd
tf-operator
tf-operator.v2
tf-operator.v2/app
tf-operator.v2/app/options
tf-operator/app
tf-operator/app/options
dashboard
backend
backend/client client is a package handling authentication/communication with kubernetes API	client is a package handling authentication/communication with kubernetes API
backend/handler Package handler is a package handling API requests for managing TFJobs.	Package handler is a package handling API requests for managing TFJobs.
hack
genjob
pkg
apis/tensorflow/helper
apis/tensorflow/v1alpha1 Package v1alpha1 is the v1alpha1 version of the API.	Package v1alpha1 is the v1alpha1 version of the API.
apis/tensorflow/v1alpha2 Package v1alpha2 is the v1alpha2 version of the API.	Package v1alpha2 is the v1alpha2 version of the API.
apis/tensorflow/validation
client/clientset/versioned This package has the automatically generated clientset.	This package has the automatically generated clientset.
client/clientset/versioned/fake This package has the automatically generated fake clientset.	This package has the automatically generated fake clientset.
client/clientset/versioned/scheme This package contains the scheme of the automatically generated clientset.	This package contains the scheme of the automatically generated clientset.
client/clientset/versioned/typed/kubeflow/v1alpha1 This package has the automatically generated typed clients.	This package has the automatically generated typed clients.
client/clientset/versioned/typed/kubeflow/v1alpha1/fake Package fake has the automatically generated clients.	Package fake has the automatically generated clients.
client/clientset/versioned/typed/kubeflow/v1alpha2 This package has the automatically generated typed clients.	This package has the automatically generated typed clients.
client/clientset/versioned/typed/kubeflow/v1alpha2/fake Package fake has the automatically generated clients.	Package fake has the automatically generated clients.
client/informers/externalversions
client/informers/externalversions/internalinterfaces
client/informers/externalversions/kubeflow
client/informers/externalversions/kubeflow/v1alpha1
client/informers/externalversions/kubeflow/v1alpha2
client/listers/kubeflow/v1alpha1
client/listers/kubeflow/v1alpha2
control
controller Package controller provides a Kubernetes controller for a TensorFlow job resource.	Package controller provides a Kubernetes controller for a TensorFlow job resource.
controller.v2/jobcontroller
controller.v2/tensorflow Package controller provides a Kubernetes controller for a TFJob resource.	Package controller provides a Kubernetes controller for a TFJob resource.
logger
trainer Package trainer is to manage TensorFlow training jobs.	Package trainer is to manage TensorFlow training jobs.
util Package util provides various helper routines.	Package util provides various helper routines.
util/k8sutil
util/signals
util/testutil
util/train Package that various helper routines for training.	Package that various helper routines for training.
util/unstructured Package unstructured is the package for unstructured informer, which is from https://github.com/argoproj/argo/blob/master/util/unstructured/unstructured.go This is a temporary solution for https://github.com/kubeflow/tf-operator/issues/561	Package unstructured is the package for unstructured informer, which is from https://github.com/argoproj/argo/blob/master/util/unstructured/unstructured.go This is a temporary solution for https://github.com/kubeflow/tf-operator/issues/561
version
test
e2e e2e provides an E2E test for TFJobs.	e2e provides an E2E test for TFJobs.

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