{"id":17344213,"url":"https://github.com/typhoonzero/kfpdist","last_synced_at":"2025-07-11T13:35:23.438Z","repository":{"id":56899968,"uuid":"476988581","full_name":"typhoonzero/kfpdist","owner":"typhoonzero","description":"Use Kubeflow Pipeline and Argo to run distributed training jobs.","archived":false,"fork":false,"pushed_at":"2022-11-25T04:03:04.000Z","size":59,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-21T11:54:11.402Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/typhoonzero.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-04-02T08:04:47.000Z","updated_at":"2023-11-09T08:47:55.000Z","dependencies_parsed_at":"2022-08-20T18:20:45.627Z","dependency_job_id":null,"html_url":"https://github.com/typhoonzero/kfpdist","commit_stats":null,"previous_names":["typhoonzero/kfp-dist-train"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/typhoonzero/kfpdist","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/typhoonzero%2Fkfpdist","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/typhoonzero%2Fkfpdist/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/typhoonzero%2Fkfpdist/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/typhoonzero%2Fkfpdist/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/typhoonzero","download_url":"https://codeload.github.com/typhoonzero/kfpdist/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/typhoonzero%2Fkfpdist/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264821945,"owners_count":23669301,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-15T16:24:33.351Z","updated_at":"2025-07-11T13:35:23.404Z","avatar_url":"https://github.com/typhoonzero.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Kubeflow Pipeline distributed training support\n\nkfp-dist-train contains utilities to use together with\n[Kubeflow Pipeline](https://www.kubeflow.org/docs/components/pipelines/)\nto enable writing distributed training code directly using Kubeflow Pipeline SDK.\n\n\n## Get Started\n\n1. Setup an Kubeflow environment (maybe use https://github.com/alauda/kubeflow-chart).\n2. Upload the example [kfp-dist-train.ipynb](./kfkp-dist-train.ipynb) into a Notebook\n   instance, or setup local pipeline submit.\n3. Execute the example to submit a workflow, you can configure the number of workers\n   in the Kubeflow web UI. The job should look like below:\n\n![](./doc/kfpdist.png)\n\n\n# Some Roadmap\n\n- support `kfpdist.component(dist=True)` decorator as an wrap of `dsl.component`\n- support parameter server strategy\n- support pytorch\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftyphoonzero%2Fkfpdist","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftyphoonzero%2Fkfpdist","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftyphoonzero%2Fkfpdist/lists"}