{"id":21644491,"url":"https://github.com/samsung/one","last_synced_at":"2025-05-14T14:07:51.964Z","repository":{"id":36951636,"uuid":"256170081","full_name":"Samsung/ONE","owner":"Samsung","description":"On-device Neural Engine","archived":false,"fork":false,"pushed_at":"2025-05-09T02:28:17.000Z","size":1031971,"stargazers_count":476,"open_issues_count":421,"forks_count":164,"subscribers_count":42,"default_branch":"master","last_synced_at":"2025-05-09T03:34:22.804Z","etag":null,"topics":["compiler","neural-network","on-device-ai","optimization","runtime"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Samsung.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}},"created_at":"2020-04-16T09:33:50.000Z","updated_at":"2025-05-09T02:28:21.000Z","dependencies_parsed_at":"2025-05-09T03:36:47.355Z","dependency_job_id":null,"html_url":"https://github.com/Samsung/ONE","commit_stats":{"total_commits":8398,"total_committers":87,"mean_commits":96.52873563218391,"dds":0.7250535841867112,"last_synced_commit":"0b3f914fb9c54896c44e8949f3fe4c0a46e5bf59"},"previous_names":[],"tags_count":39,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samsung%2FONE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samsung%2FONE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samsung%2FONE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samsung%2FONE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Samsung","download_url":"https://codeload.github.com/Samsung/ONE/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254159194,"owners_count":22024558,"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":["compiler","neural-network","on-device-ai","optimization","runtime"],"created_at":"2024-11-25T05:40:30.488Z","updated_at":"2025-05-14T14:07:46.953Z","avatar_url":"https://github.com/Samsung.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![GitHub release (latest\nSemVer)](https://img.shields.io/github/v/release/Samsung/ONE)](https://github.com/Samsung/ONE/releases)\n[![Documentation Status](https://readthedocs.org/projects/nnfw/badge/?version=latest)](https://nnfw.readthedocs.io/en/latest/?badge=latest)\n![GitHub commit activity](https://img.shields.io/github/commit-activity/w/Samsung/ONE?color=light%20green)\n[![Gitter](https://img.shields.io/gitter/room/Samsung/ONE?color=orange)](https://gitter.im/Samsung/ONE)\n\n# **ONE** (On-device Neural Engine)\n\n\u003cimg src='docs/images/logo_original_samsungblue_cropped.png' alt='ONE Logo' width='400' /\u003e\n\nA high-performance, on-device neural network inference framework.\n\n## Goal\n\nThis project **ONE** aims at providing a high-performance, on-device neural network (NN) inference\nframework that performs inference of a given NN model on processors, such as CPU, GPU, DSP or NPU.\n\nWe develop a runtime that runs on a Linux kernel-based OS platform such as Ubuntu, Tizen, or \nAndroid, and a compiler toolchain to support NN models created using various NN training frameworks such \nas Tensorflow or PyTorch in a unified form at runtime.\n\n## Overview\n\n- [Background](docs/overview/background.md)\n- [Roadmap](docs/overview/roadmap.md)\n\n## Getting started\n\n- For the contribution, please refer to our [contribution guide](docs/howto/how-to-contribute.md).\n- You can also find various how-to documents [here](docs/howto).\n\n## Feature Request\n\nYou can suggest development of **ONE**'s features that are not yet available.\n\nThe functions requested so far can be checked in the [popular feature request](https://github.com/Samsung/ONE/issues?q=label%3AFEATURE_REQUEST+) list.\n\n- If the feature you want is on the list, :+1: to the body of the issue. The feature with the most\n:+1: is placed at the top of the list. When adding new features, we will prioritize them with this reference.\nOf course, it is good to add an additional comment which describes your request in detail.\n\n- For features not listed, [create a new issue](https://github.com/Samsung/ONE/issues/new).\nSooner or later, the maintainer will tag the `FEATURE_REQUEST` label and appear on the list.\n\nWe expect one of the most frequent feature requests would be the operator kernel implementation.\nIt is good to make a request, but it is better if you contribute by yourself. See the following guide,\n[How to add a new operation](docs/howto/how-to-add-a-new-operation.md), for help.\n\nWe are looking forward to your participation.\nThank you in advance!\n\n## How to Contact\n\n- Please post questions, issues, or suggestions into [Issues](https://github.com/Samsung/ONE/issues). This is the best way to communicate with the developer.\n- You can also have an open discussion with community members through [gitter.im](https://gitter.im/Samsung/ONE) channel.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamsung%2Fone","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamsung%2Fone","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamsung%2Fone/lists"}