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Basalt

Basalt

A lightning fast ML framework in pure Mojo 🔥

About

Basalt is a stand-alone machine learning framework that leverages the power of Mojo. As discussed by Modular, Mojo is a language for the future of AI development. Built on top of MLIR technology, rather than existing GCC and LLVM approaches, Mojo looks and feels like Python code, yet performs much closer to languages like Rust or C++. Parametric functions and compile time parameters allow for the graph to statically compiled. Having the static graph allows for much harder performance optimizations. Basalt, while still in its infancy, is able to achieve speeds comparable to well established frameworks like Pytorch. Below a snapshot of the current benchmarks. But keep posted, there is much more room for improvement and we are upgrading the project on a daily basis.

Builders

4
BN

Benny Nottonson

CSULB Honors CS and Applied Math

Vilson Vieira

Vilson Vieira

SWE / MLE

Stijn Woestenborghs

Stijn Woestenborghs

Just a dude that likes to build stuff.

AN

Andres Nowak

No bio yet