Interesting results comparing TF and Rust

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

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  • rust-gpu

    🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧

  • And lastly, no mention is made of GPU or TPU inference. This is Tensorflow's killer feature, and where its performance per compute dollar gets a lot better. I am very eager to see projects like rust-gpu bring us to the promised land of writing GPU compute programs in Rust and remove Tensorflow's advantage in this area, but it's still a little while away.

  • onnxruntime-rs

    Rust wrapper for Microsoft's ONNX Runtime (version 1.8)

  • I have used the https://github.com/nbigaouette/onnxruntime-rs ONNX C++ wrapper on a Pytorch model, and did not see any difference in compute time between ONNX Python and ONNX Rust for GPU.

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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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