{"id":28529394,"url":"https://github.com/mlcommons/logging","last_synced_at":"2026-05-01T01:04:36.128Z","repository":{"id":39963233,"uuid":"234206400","full_name":"mlcommons/logging","owner":"mlcommons","description":"MLPerf™ logging library","archived":false,"fork":false,"pushed_at":"2026-04-30T15:54:12.000Z","size":1197,"stargazers_count":41,"open_issues_count":42,"forks_count":56,"subscribers_count":19,"default_branch":"master","last_synced_at":"2026-04-30T16:21:19.235Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://mlcommons.org/en/groups/best-practices-benchmark-infra","language":"Python","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/mlcommons.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-01-16T01:15:39.000Z","updated_at":"2026-04-30T15:54:20.000Z","dependencies_parsed_at":"2025-12-12T02:04:28.384Z","dependency_job_id":null,"html_url":"https://github.com/mlcommons/logging","commit_stats":null,"previous_names":["mlperf/logging"],"tags_count":49,"template":false,"template_full_name":null,"purl":"pkg:github/mlcommons/logging","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Flogging","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Flogging/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Flogging/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Flogging/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mlcommons","download_url":"https://codeload.github.com/mlcommons/logging/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Flogging/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32481556,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"ssl_error","status_checked_at":"2026-04-30T13:12:06.837Z","response_time":57,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2025-06-09T14:10:34.095Z","updated_at":"2026-05-01T01:04:36.102Z","avatar_url":"https://github.com/mlcommons.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# MLPerf Logging\n\nMLPerf Compliance Logging Utilities and Helper Functions\n\n## Installation\n\nUse one of the following ways to install.\n\n- For development, you may download the latest version and install from local path:\n\n  ```sh\n  git clone https://github.com/mlperf/logging.git mlperf-logging\n  pip install -e mlperf-logging\n  ```\n\n- Install from github at a specific commit (Replace TAG_OR_COMMIT_HASH with actual tag or commit hash):\n  ```sh\n  pip install \"git+https://github.com/mlperf/logging.git@TAG_OR_COMMIT_HASH\"\n  ```\n\nUninstall:\n\n```sh\npip uninstall mlperf-logging\n```\n\n## Packages\n\n- [mllog](mlperf_logging/mllog): MLPerf logging library\n- [compliance checker](mlperf_logging/compliance_checker): utility checking compliance of MLPerf log\n- [system_desc_checker](mlperf_logging/system_desc_checker): utility checking compliance of system description json file\n- [rcp_checker](mlperf_logging/rcp_checker): utility running convergence checks in submission directories\n- [package_checker](mlperf_logging/package_checker): top-level checker for a package, it calls compliance checker, system desc checker, and rcp checker\n- [result_summarizer](mlperf_logging/result_summarizer): utility that parses package and prints out result summary\n- [repo_checker](mlperf_logging/repo_checker): utility that checks source code files for github compliance\n\n## Instructions\n\nA submission needs to pass the package checker and run the result summarizer.\nFor submission 2.1 (latest) you can do that with. For previous versions use the respective verify script.\n\n```sh\n./scripts/verify_for_v2.1_training.sh \u003csubmission_directory\u003e\n```\n\nIf you want to run the individual utilities/checker, please check the README files in the respective subdirectories.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlcommons%2Flogging","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmlcommons%2Flogging","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlcommons%2Flogging/lists"}