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
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| Path | Synopsis |
|---|---|
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cmd
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dashboard
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backend/client
client is a package handling authentication/communication with kubernetes API
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client is a package handling authentication/communication with kubernetes API |
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backend/handler
Package handler is a package handling API requests for managing TFJobs.
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Package handler is a package handling API requests for managing TFJobs. |
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hack
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pkg
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apis/tensorflow/v1alpha1
Package v1alpha1 is the v1alpha1 version of the API.
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Package v1alpha1 is the v1alpha1 version of the API. |
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apis/tensorflow/v1alpha2
Package v1alpha2 is the v1alpha2 version of the API.
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Package v1alpha2 is the v1alpha2 version of the API. |
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client/clientset/versioned
This package has the automatically generated clientset.
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This package has the automatically generated clientset. |
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client/clientset/versioned/fake
This package has the automatically generated fake clientset.
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This package has the automatically generated fake clientset. |
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client/clientset/versioned/scheme
This package contains the scheme of the automatically generated clientset.
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This package contains the scheme of the automatically generated clientset. |
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client/clientset/versioned/typed/kubeflow/v1alpha1
This package has the automatically generated typed clients.
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This package has the automatically generated typed clients. |
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client/clientset/versioned/typed/kubeflow/v1alpha1/fake
Package fake has the automatically generated clients.
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Package fake has the automatically generated clients. |
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client/clientset/versioned/typed/kubeflow/v1alpha2
This package has the automatically generated typed clients.
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This package has the automatically generated typed clients. |
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client/clientset/versioned/typed/kubeflow/v1alpha2/fake
Package fake has the automatically generated clients.
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Package fake has the automatically generated clients. |
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controller
Package controller provides a Kubernetes controller for a TensorFlow job resource.
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Package controller provides a Kubernetes controller for a TensorFlow job resource. |
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controller.v2/tensorflow
Package controller provides a Kubernetes controller for a TFJob resource.
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Package controller provides a Kubernetes controller for a TFJob resource. |
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trainer
Package trainer is to manage TensorFlow training jobs.
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Package trainer is to manage TensorFlow training jobs. |
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util
Package util provides various helper routines.
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Package util provides various helper routines. |
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util/train
Package that various helper routines for training.
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Package that various helper routines for training. |
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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
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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 |
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test
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e2e
e2e provides an E2E test for TFJobs.
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e2e provides an E2E test for TFJobs. |
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