{"id":51095717,"url":"https://github.com/pfnet/mncore","last_synced_at":"2026-06-24T06:03:49.218Z","repository":{"id":357339144,"uuid":"1130203174","full_name":"pfnet/mncore","owner":"pfnet","description":"MN-Core Software Samples \u0026 Build Resources","archived":false,"fork":false,"pushed_at":"2026-05-12T09:54:13.000Z","size":513,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-05-12T11:37:10.476Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://dev.mn-core.com/","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/pfnet.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,"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":"2026-01-08T07:12:10.000Z","updated_at":"2026-05-12T09:54:17.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/pfnet/mncore","commit_stats":null,"previous_names":["pfnet/mncore"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/pfnet/mncore","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pfnet%2Fmncore","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pfnet%2Fmncore/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pfnet%2Fmncore/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pfnet%2Fmncore/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pfnet","download_url":"https://codeload.github.com/pfnet/mncore/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pfnet%2Fmncore/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34719307,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-24T02:00:07.484Z","response_time":106,"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":"2026-06-24T06:03:48.563Z","updated_at":"2026-06-24T06:03:49.206Z","avatar_url":"https://github.com/pfnet.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MN-Core Software Samples \u0026 Build Resources\n\nThis repository provides the following resources for working with MN-Core:\n\n* Examples for the MN-Core SDK\n* Resources for setting up the MN-Core SDK environment\n* Resources for managing bare-metal machines equipped with MN-Core\n\n## Try the MN-Core SDK\n\nThe MN-Core SDK enables developers to build and optimize programs for the MN-Core architecture. The SDK consists of two primary components:\n\n* MLSDK: Provides PyTorch-compatible interface for developing machine learning models.\n* HPCSDK: Provides a general-purpose programming environment in C/C++ with OpenCL-compatible and directive-based programming models. Currently, only MNCL, an OpenCL-compatible environment, is provided.\n\nPrograms developed with the MN-Core SDK are portable. They can run on MN-Core hardware and emulators, and MLSDK programs can also run on GPUs. This flexibility allows you to verify the compatibility of your programs quickly even without direct access to MN-Core hardware.\n\nWe recommend installing the MN-Core SDK environment using Docker for a consistent setup. Please refer to the following documentation for detailed installation instructions:\n\n* [`sdk/0.5/README.md`](sdk/0.5/README.md)\n\nWhen using MLSDK, the following documentation will be helpful:\n\n* [MLSDK Documentation](https://dev.mn-core.com/sdk/0.5/MLSDK/docs/en/)\n* [MLSDK Examples](sdk/examples/README.md)\n\nWhen testing HPCSDK, please refer to the header files included with the SDK. Note that HPCSDK is currently in an alpha stage.\n\n## Run Programs with MN-Core\n\nPrograms developed with the MN-Core SDK can run in the following three environments:\n\n### Run on the emulator\n\nThe MN-Core SDK includes an MN-Core emulator that runs programs without access to actual hardware. This allows you to easily evaluate portability to MN-Core and estimate expected performance.\n\nThe usage of the emulator differs between MLSDK and HPCSDK. Please refer to their respective documentation for details.\n\n### Run on bare metal (MN-Core 2 Devkit / MN-Server 2)\n\nIf you have access to an MN-Core 2 Devkit or MN-Server 2, you can run programs on actual MN-Core hardware instead of the emulator. These systems allow you to execute programs within a Docker container built using the instructions in [`sdk/0.5/README.md`](sdk/0.5/README.md).\n\n### Run on the cloud (Preferred Computing Platform; PFCP)\n\nThe Preferred Computing Platform (PFCP) also provides environments equipped with MN-Core processors.\nYou can use pre-built Docker images on PFCP that are equivalent to images built with [`sdk/0.5/README.md`](sdk/0.5/README.md).\nThis makes it straightforward to deploy MN-Core applications on PFCP after verifying them locally with the emulator or on bare-metal systems.\nFor instructions on using MN-Core on PFCP, please refer to the [PFCP documentation](https://docs.pfcomputing.com/).\n\n## Repository Contents\n\n* `apt/`  -- Resources to install MN-Core packages via `apt`\n  * `add_mncore_packages.sh`  -- Script to add the APT repository in your Ubuntu system\n* `sdk/`  -- MN-Core SDK\n  * `0.4/`  -- MN-Core SDK 0.4\n    * `mncore-sdk-minimal.Dockerfile`  -- Dockerfile to build the MN-Core SDK 0.4 minimal Docker image with dependencies\n    * `mncore-sdk-full.Dockerfile`  -- Dockerfile to build the MN-Core SDK 0.4 \"full\" Docker image with extra packages\n    * `create_dev_ctr.sh`  -- Script to start an MN-Core SDK 0.4 development container\n  * `0.5/`  -- MN-Core SDK 0.5\n    * `mncore-sdk-minimal.Dockerfile`  -- Dockerfile to build the MN-Core SDK 0.5 minimal Docker image with dependencies\n    * `mncore-sdk-full.Dockerfile`  -- Dockerfile to build the MN-Core SDK 0.5 \"full\" Docker image with extra packages\n    * `create_dev_ctr.sh`  -- Script to start an MN-Core SDK 0.5 development container\n  * `examples/`  -- Examples for the latest MLSDK\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpfnet%2Fmncore","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpfnet%2Fmncore","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpfnet%2Fmncore/lists"}