How to Use AVX512 in Golang via C Compiler

AVX512 is the latest generation of SIMD instructions released by Intel, which can process 512 bits of data in one instruction cycle, equivalent to 16 single-precision floating point numbers or 8 double-precision floating point numbers. The training and inference process of recommendation models in Gorse requires a lot of vector computation, and AVX512 can theoretically bring some acceleration effect. Unfortunately, the Go compiler does not automatically generate SIMD instructions.

Integrate Frontend Artifacts via Go Modules

The ability to compile into a single binary is a great feature of the Go programming language, avoiding dependency management at deployment time. However, if the project contains front-end code, we need to find a way to embed the front-end artifact into the Go binary at compile time. The compilation process is as follows.