{"id":19733997,"url":"https://github.com/scaleoutsystems/edgelab","last_synced_at":"2026-03-06T04:03:51.396Z","repository":{"id":104981702,"uuid":"352583184","full_name":"scaleoutsystems/edgelab","owner":"scaleoutsystems","description":"AGX client configurations for AI Sweden EdgeLab","archived":false,"fork":false,"pushed_at":"2021-03-29T12:23:42.000Z","size":9,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-28T04:09:14.310Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Dockerfile","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/scaleoutsystems.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-03-29T09:16:14.000Z","updated_at":"2021-03-30T14:19:05.000Z","dependencies_parsed_at":null,"dependency_job_id":"7a715b34-f0f4-450c-a785-570054add6d0","html_url":"https://github.com/scaleoutsystems/edgelab","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/scaleoutsystems/edgelab","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2Fedgelab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2Fedgelab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2Fedgelab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2Fedgelab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scaleoutsystems","download_url":"https://codeload.github.com/scaleoutsystems/edgelab/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2Fedgelab/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30161345,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-05T22:39:40.138Z","status":"online","status_checked_at":"2026-03-06T02:00:08.268Z","response_time":250,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-12T00:34:53.280Z","updated_at":"2026-03-06T04:03:51.341Z","avatar_url":"https://github.com/scaleoutsystems.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EdgeLab\n\nTodos\n- [x] Base image creation\n- [x] Base service startup scripts\n- [x] Deploy and configure service\n- [x] Replace fedn-network reducer url with vars.\n- [x] Invoke dataset fetcher on deployment.\n\n\u003e Running federated clients on Nvidia Xavier AGX\n## Running ansible playbooks\n1. Prepare your hostsfile\n```bash\n$ vi hosts\n```\nexample hostsfile:\n\n```txt\n127.0.0.1\n127.0.0.2\n127.0.0.3\n```\n2. Test the playbook\n```bash\n$ ansible-playbook -i hosts agx-setup.yaml --check\n```\n3. Run the playbook\n```bash\n$ ansible-playbook -i hosts agx-setup.yaml\n```\n\n4. Control remote clients\n```bash\n$ ansible-playbook -i hosts agx-stop.yaml\n```\n```bash\n$ ansible-playbook -i hosts agx-start.yaml\n```\n\n\n**Remark**\nThis images uses CUDA 10.2.\nThe images cuda version must reflect runtime on host configured with \"nvidia-docker\"\n\n\u003e Running federated control plane on VM's\n\n## Docker image for AGX\n\n### How to build the image\nBuilding images from a host with binaryfmt crosscompile capabiliies\nCheck your host for capabilties\n```bash\n$ docker buildx ls\n```\nEnsure your system can build linux/arm64\n\n```bash\n$ docker buildx build --platform linux/arm64 -t YOUR/TAGS:HERE .\n```\nto build a specific version select the dockerfile respectively\n```bash\n$ docker builx build --platform linux/arm64 -f Dockerfile.sklearn -t YOUR/TAGS:HERE .\n```\n\nWhen image is built push to YOUR registry.\n```bash\n$ docker push YOUR/TAGS:HERE\n```\n\n### Use pre-built image from scaleout repository\n\n```bash\n$ docker pull scaleoutsystems/agx:latest\n```\n\n```bash\n$ docker pull scaleoutsystems/agx:sklearn\n```\n\n\n### Running manually\n\n```bash\n$ nvidia-docker run -it -v $(pwd):/app scaleoutsystems/agx:sklearn fedn run client -in fedn-network.yaml\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaleoutsystems%2Fedgelab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscaleoutsystems%2Fedgelab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaleoutsystems%2Fedgelab/lists"}