{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/ecosystem/issues/79","repository_url":"https://api.github.com/repos/tensorflow/ecosystem","labels_url":"https://api.github.com/repos/tensorflow/ecosystem/issues/79/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/ecosystem/issues/79/comments","events_url":"https://api.github.com/repos/tensorflow/ecosystem/issues/79/events","html_url":"https://github.com/tensorflow/ecosystem/issues/79","id":316134910,"number":79,"title":"[Request] Add Kubeflow as the way to run TensorFlow distributed training jobs on Kubernetes","user":{"login":"gaocegege","id":5100735,"avatar_url":"https://avatars3.githubusercontent.com/u/5100735?v=4","gravatar_id":"","url":"https://api.github.com/users/gaocegege","html_url":"https://github.com/gaocegege","followers_url":"https://api.github.com/users/gaocegege/followers","following_url":"https://api.github.com/users/gaocegege/following{/other_user}","gists_url":"https://api.github.com/users/gaocegege/gists{/gist_id}","starred_url":"https://api.github.com/users/gaocegege/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/gaocegege/subscriptions","organizations_url":"https://api.github.com/users/gaocegege/orgs","repos_url":"https://api.github.com/users/gaocegege/repos","events_url":"https://api.github.com/users/gaocegege/events{/privacy}","received_events_url":"https://api.github.com/users/gaocegege/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2018-04-20T05:43:25Z","updated_at":"2018-05-15T18:48:29Z","closed_at":null,"author_association":"NONE","body":"Hi, I am from [Kubeflow community](https://github.com/kubeflow), which is an open source community dedicated to making using ML stacks on Kubernetes easy, fast and extensible.\r\n\r\nWe implemented [an operator for TensorFlow on Kubernetes](https://github.com/kubeflow/tf-operator). Personally, I think the CRD defined in the operator is ease to use and understand compared to the jinja template. Here is one example:\r\n\r\n```yaml\r\napiVersion: \"kubeflow.org/v1alpha1\"\r\nkind: \"TFJob\"\r\nmetadata:\r\n  name: \"example-job\"\r\nspec:\r\n  replicaSpecs:\r\n    - replicas: 1\r\n      tfReplicaType: MASTER\r\n      template:\r\n        spec:\r\n          containers:\r\n            - image: gcr.io/tf-on-k8s-dogfood/tf_sample:dc944ff\r\n              name: tensorflow\r\n          restartPolicy: OnFailure\r\n    - replicas: 1\r\n      tfReplicaType: WORKER\r\n      template:\r\n        spec:\r\n          containers:\r\n            - image: gcr.io/tf-on-k8s-dogfood/tf_sample:dc944ff\r\n              name: tensorflow\r\n          restartPolicy: OnFailure\r\n    - replicas: 2\r\n      tfReplicaType: PS\r\n      template:\r\n        spec:\r\n          containers:\r\n            - image: gcr.io/tf-on-k8s-dogfood/tf_sample:dc944ff\r\n              name: tensorflow\r\nrestartPolicy: OnFailure\r\n```\r\n\r\nI am wondering if we could add our implementation in the repository to enrich the ecosystem of TensorFlow and Kubernetes.\r\n\r\nWelcome your suggestions!\r\n\r\n/cc @ddysher @jlewi @DjangoPeng @ScorpioCPH"},"comment":{"url":"https://api.github.com/repos/tensorflow/ecosystem/issues/comments/389273511","html_url":"https://github.com/tensorflow/ecosystem/issues/79#issuecomment-389273511","issue_url":"https://api.github.com/repos/tensorflow/ecosystem/issues/79","id":389273511,"user":{"login":"jlewi","id":777219,"avatar_url":"https://avatars3.githubusercontent.com/u/777219?v=4","gravatar_id":"","url":"https://api.github.com/users/jlewi","html_url":"https://github.com/jlewi","followers_url":"https://api.github.com/users/jlewi/followers","following_url":"https://api.github.com/users/jlewi/following{/other_user}","gists_url":"https://api.github.com/users/jlewi/gists{/gist_id}","starred_url":"https://api.github.com/users/jlewi/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jlewi/subscriptions","organizations_url":"https://api.github.com/users/jlewi/orgs","repos_url":"https://api.github.com/users/jlewi/repos","events_url":"https://api.github.com/users/jlewi/events{/privacy}","received_events_url":"https://api.github.com/users/jlewi/received_events","type":"User","site_admin":false},"created_at":"2018-05-15T18:48:29Z","updated_at":"2018-05-15T18:48:29Z","author_association":"NONE","body":"/cc @jhseu "}}
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