{"id":28529480,"url":"https://github.com/mlcommons/chakra","last_synced_at":"2026-03-06T09:32:15.912Z","repository":{"id":232839982,"uuid":"688082418","full_name":"mlcommons/chakra","owner":"mlcommons","description":"Repository for MLCommons Chakra schema and tools","archived":false,"fork":false,"pushed_at":"2025-10-23T15:21:31.000Z","size":7132,"stargazers_count":132,"open_issues_count":42,"forks_count":61,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-10-23T17:30:00.758Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://mlcommons.org/working-groups/research/chakra/","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":"2023-09-06T16:01:27.000Z","updated_at":"2025-10-23T15:21:36.000Z","dependencies_parsed_at":"2024-05-28T19:47:51.509Z","dependency_job_id":"4a8a9dd5-3a02-4680-b322-27e0027f85c2","html_url":"https://github.com/mlcommons/chakra","commit_stats":null,"previous_names":["mlcommons/chakra"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/mlcommons/chakra","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fchakra","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fchakra/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fchakra/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fchakra/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mlcommons","download_url":"https://codeload.github.com/mlcommons/chakra/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlcommons%2Fchakra/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30168982,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-06T07:56:45.623Z","status":"ssl_error","status_checked_at":"2026-03-06T07:55:55.621Z","response_time":250,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":"2025-06-09T14:11:06.476Z","updated_at":"2026-03-06T09:32:15.880Z","avatar_url":"https://github.com/mlcommons.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Chakra\n\nChakra is an open and interoperable graph-based representation of AI/ML workloads focused on enabling and accelerating AI SW/HW co-design. Chakra execution traces represent key operations, such as compute, memory, and communication, data and control dependencies, timing, and resource constraints.\n\nThis is a repository of Chakra schema and a complementary set of tools and capabilities to enable the collection, analysis, generation, and adoption of Chakra execution traces by a broad range of simulators, emulators, and replay tools.\n\nChakra is under active development as a [MLCommons](https://mlcommons.org/en)® research project. Please see [MLCommons Chakra Working Group](https://mlcommons.org/en/groups/research-chakratracebench/) for more details for participating in this effort.\n\nA detailed description of the original motivation and guiding principles can be found [here](https://arxiv.org/abs/2305.14516). The paper was published prior to Chakra becoming a MLCommons project. Please cite this repository to refer to the latest Chakra schema and tools.\n\n## Installation\n\nCheck out [`USER_GUIDE`](USER_GUIDE.md) for details.\n\n## License\n\nChakra is released under the MIT license. Please see the [`LICENSE.md`](LICENSE.md) file for more information.\n\n## Contributing\n\nWe actively welcome your pull requests! Please see [`CONTRIBUTING.md`](CONTRIBUTING.md) for more info.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlcommons%2Fchakra","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmlcommons%2Fchakra","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlcommons%2Fchakra/lists"}