March 1, 2024, 4:44 p.m. | /u/jafioti

Machine Learning www.reddit.com

Hi everyone, I've been working on an ML framework in Rust for a while and I'm finally excited to share it.

[Luminal](https://github.com/jafioti/luminal) is a deep learning library that uses **composable compilers** to achieve high performance.

Current ML libraries tend to be large and complex because they try to map high level operations directly on to low level handwritten kernels, and focus on eager execution. Libraries like PyTorch contain hundreds of thousands of lines of code, making it nearly impossible for …

compilation current finally focus framework graph libraries low machinelearning map ml framework operations rust through

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