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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":"2026-01-27T08:22:02.588Z","updated_at":"2026-01-27T08:22:03.354Z","avatar_url":"https://github.com/nnstreamer.png","language":"C","funding_links":[],"categories":[],"sub_categories":[],"readme":"# HAL ML API Overview\n\n## Introduction\n\nThe HAL ML API provides an interface for [Tizen's higher-level Machine Learning API](https://docs.tizen.org/application/native/guides/machine-learning/overview) to interact with various hardware acceleration devices (e.g., NPUs, GPUs, DSPs) via [HAL ML Accelerator Backends](https://github.com/nnstreamer/hal-backend-ml-accelerator). **Users would not use this directly**, it is used in implementation of [NNStreamer](https://github.com/nnstreamer/nnstreamer)'s `tensor_filter` sub-plugin which is backend of Tizen ML API.\n\n## Architecture\n\n```mermaid\ngraph TD\n    subgraph TF[\"Tizen Framework\"]\n        A[\"Tizen ML API\"]\n    end\n\n    subgraph HM[\"HAL API ML\"]\n        D[\"Tizen HAL API for ML\"]\n    end\n\n    subgraph HBMA[\"HAL Backend ML Accelerator\"]\n        E[\"backend for each vendor\"]\n    end\n\n    subgraph MA[\"Device\"]\n        CPU\n        GPU\n        NPU\n        DSP\n    end\n\n    TF \u003c--\u003e HM \u003c--\u003e HBMA \u003c--\u003e MA\n\n    style TF fill:#68b,color:#000,stroke:#000\n    style HM fill:#68b,color:#000,stroke:#000\n    style HBMA fill:#68b,color:#000,stroke:#000\n    style MA fill:#68b,color:#000,stroke:#000\n\n    style A fill:#fff,color:#000,stroke:#000\n    style D fill:#fff,color:#000,stroke:#000\n    style E fill:#fff,color:#000,stroke:#000\n    style CPU fill:#fff,color:#000,stroke:#000\n    style GPU fill:#fff,color:#000,stroke:#000\n    style NPU fill:#fff,color:#000,stroke:#000\n    style DSP fill:#fff,color:#000,stroke:#000\n```\n\n## License\n\nThis project is licensed under the Apache License, Version 2.0. See the [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnnstreamer%2Fhal-api-ml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnnstreamer%2Fhal-api-ml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnnstreamer%2Fhal-api-ml/lists"}