Go-Highway – Portable SIMD for Go
Go 1.26 adds native SIMD via GOEXPERIMENT=simd. This library provides a portability layer so the same code runs on AVX2, AVX-512, or falls back to scalar. Inspired by Google's Highway C++ library. Includes vectorized math (exp, log, sin, tanh, sigmoid, erf) since those come up a lot in ML/scientific code and the stdlib doesn't have SIMD versions. algo.SigmoidTransform(input, output) Requires go1.26rc1. Feedback welcome.
Go-Highway – Portable SIMD for Go launched on January 2, 2026 with 29 votes, #644 of 14,584 launches that month and more than 95% of that year's launches.
In plain words
Go-Highway is a portability layer for Go 1.26's native SIMD support that allows the same code to run across AVX2, AVX-512, or fall back to scalar operations. Built for developers working with machine learning and scientific computing, it includes vectorized implementations of common mathematical functions like exponential, logarithm, sine, tanh, sigmoid, and error function that are absent from the standard library. The library is inspired by Google's Highway C++ library and requires Go 1.26rc1 or later.
written from the facts on this page · September 2026
From the sources
Write SIMD once, run everywhere. AVX2, AVX-512, or pure Go fallback. Like Google Highway, but for Go. - ajroetker/go-highway
A portable SIMD abstraction library for Go, inspired by Google's Highway C++ library. Write SIMD code once, run it on AVX2, AVX-512, ARM NEON, or pure Gofrom github.com
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