Shypd.aiThe largest open index of AI toolswasi-nn is an open-source AI Frameworks & Infra tool that provides a WebAssembly System Interface API for machine learning inference. It enables WebAssembly programs to leverage existing ML models and hardware acceleration.
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wasi-nn is a proposed WebAssembly System Interface (WASI) API designed for performing machine learning (ML) inference within WebAssembly environments. It aims to simplify the integration of existing ML models, such as those from TensorFlow, ONNX, and OpenVINO, into WASI applications. The API focuses on ease of use by allowing users to load models as opaque byte sequences and achieve high performance through hardware acceleration like GPUs, TPUs, and FPGAs. While primarily focused on inference, the project acknowledges future potential for ML training. It is currently in Phase 2 of development, emphasizing a framework- and model-agnostic approach to support diverse ML frameworks and formats.
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