tf-operator

module

v0.5.1 Latest Latest Go to latest Published: May 15, 2019 License: Apache-2.0

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Repository

github.com/AliyunContainerService/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.v1
tf-operator.v1/app
tf-operator.v1/app/options
tf-operator.v1beta1
tf-operator.v1beta1/app
tf-operator.v1beta1/app/options
tf-operator.v1beta2
tf-operator.v1beta2/app
tf-operator.v1beta2/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.
pkg
apis/common/v1 Package v1 is the v1 version of the API.	Package v1 is the v1 version of the API.
apis/common/v1beta1
apis/common/v1beta2 Package v1beta2 is the v1beta2 version of the API.	Package v1beta2 is the v1beta2 version of the API.
apis/tensorflow/v1 Package v1 is the v1 version of the API.	Package v1 is the v1 version of the API.
apis/tensorflow/v1beta1 Package v1beta1 is the v1beta1 version of the API.	Package v1beta1 is the v1beta1 version of the API.
apis/tensorflow/v1beta2 Package v1beta2 is the v1beta2 version of the API.	Package v1beta2 is the v1beta2 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/tensorflow/v1 This package has the automatically generated typed clients.	This package has the automatically generated typed clients.
client/clientset/versioned/typed/tensorflow/v1/fake Package fake has the automatically generated clients.	Package fake has the automatically generated clients.
client/clientset/versioned/typed/tensorflow/v1beta1 This package has the automatically generated typed clients.	This package has the automatically generated typed clients.
client/clientset/versioned/typed/tensorflow/v1beta1/fake Package fake has the automatically generated clients.	Package fake has the automatically generated clients.
client/clientset/versioned/typed/tensorflow/v1beta2 This package has the automatically generated typed clients.	This package has the automatically generated typed clients.
client/clientset/versioned/typed/tensorflow/v1beta2/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/tensorflow
client/informers/externalversions/tensorflow/v1
client/informers/externalversions/tensorflow/v1beta1
client/informers/externalversions/tensorflow/v1beta2
client/listers/tensorflow/v1
client/listers/tensorflow/v1beta1
client/listers/tensorflow/v1beta2
common/jobcontroller
common/util/v1/testutil
common/util/v1/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
common/util/v1beta1/testutil
common/util/v1beta1/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
common/util/v1beta2/testutil
common/util/v1beta2/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
control
controller.v1/tensorflow Package controller provides a Kubernetes controller for a TFJob resource.	Package controller provides a Kubernetes controller for a TFJob resource.
controller.v1beta1/tensorflow Package controller provides a Kubernetes controller for a TFJob resource.	Package controller provides a Kubernetes controller for a TFJob resource.
controller.v1beta2/tensorflow Package controller provides a Kubernetes controller for a TFJob resource.	Package controller provides a Kubernetes controller for a TFJob resource.
logger
util Package util provides various helper routines.	Package util provides various helper routines.
util/k8sutil
util/signals
util/train Package that various helper routines for training.	Package that various helper routines for training.
version

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