{"id":19733996,"url":"https://github.com/scaleoutsystems/fedn-client-cifar10-keras","last_synced_at":"2026-05-12T08:37:54.731Z","repository":{"id":104982093,"uuid":"351723099","full_name":"scaleoutsystems/FEDn-client-cifar10-keras","owner":"scaleoutsystems","description":"FEDn client implementation for VGG-16 for cifar-10","archived":false,"fork":false,"pushed_at":"2021-04-22T07:15:29.000Z","size":106,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-10T18:23:56.659Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/scaleoutsystems.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-03-26T09:09:35.000Z","updated_at":"2021-04-22T07:15:31.000Z","dependencies_parsed_at":"2023-05-07T11:31:01.769Z","dependency_job_id":null,"html_url":"https://github.com/scaleoutsystems/FEDn-client-cifar10-keras","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-cifar10-keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-cifar10-keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-cifar10-keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaleoutsystems%2FFEDn-client-cifar10-keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scaleoutsystems","download_url":"https://codeload.github.com/scaleoutsystems/FEDn-client-cifar10-keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241059024,"owners_count":19902298,"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":"2024-11-12T00:34:53.266Z","updated_at":"2026-05-12T08:37:49.691Z","avatar_url":"https://github.com/scaleoutsystems.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FEDn implementation of cifar10 with keras \n\n## Setting up a client\n\n\n### Initiate your federation\nThis command loads and partitions the dataset, generates a \ndocker-compose.yaml for your choice of numbers of clients and\ninitiates a seed model to start from:\n(Replace: {NR_OF_CLIENTS} with the number of clients you want to build you federation with)\n```bash\npip install -r init_requirements.txt\npython init_federation.py {NR_OF_CLIENTS}\n```\n\n\n### Creating a compute package\n\n```bash\ntar -czvf package/kerascifar.tar.gz client\n```\n\n\n## Start the client\nThe easiest way to start clients for quick testing is by using Docker. We provide a docker-compose template for convenience. First, edit 'fedn-network.yaml' to provide information about the reducer endpoint. Then run following command in project directory:\n(Replace {NR_OF_CLIENTS} with the number of clients you selected)\n```bash\ndocker-compose -f docker-compose-{NR_OF_CLIENTS}clients.yaml up \n```\n\n\u003e Note that this assumes that a FEDn network is running with \"keras\" helper, which is identified in \"config/settings-reducer.yaml\" (see separate deployment instructions). The file 'docker-compose.dev.yaml' is for testing againts a local pseudo-distributed FEDn network. Use 'docker-compose.yaml' if you are connecting against a reducer part of a distributed setup and provide a 'extra_hosts' file.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaleoutsystems%2Ffedn-client-cifar10-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscaleoutsystems%2Ffedn-client-cifar10-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaleoutsystems%2Ffedn-client-cifar10-keras/lists"}