WONNX: Deep Learning on WebGPU using the ONNX format.

This page summarizes the projects mentioned and recommended in the original post on /r/rust

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  • wonnx

    A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web

  • Wonnx is my first crate and it aims at doing fast deep learning on any GPU. It leverages wgpu for doing WebGPU computation and is in 100% Rust. Git: https://github.com/haixuanTao/wonnx

  • onnx

    Open standard for machine learning interoperability

  • For the moment, supported ops are just handfilled but we're going to automate this task with this: https://github.com/onnx/onnx/blob/main/docs/ImplementingAnOnnxBackend.md probably in the near future.

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    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • iree

    A retargetable MLIR-based machine learning compiler and runtime toolkit.

  • If you're interested in really pushing yourself, perhaps you can look at https://github.com/google/iree?

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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