Aloe SIMD AVX

The aloe-simd-avx crate equips developers with SIMD (Single Instruction, Multiple Data) capabilities using AVX (Advanced Vector Extensions) intrinsics in Rust. Tailored for high-performance computing applications, it efficiently manages multi-data workflows with minimal latency, indispensable for tasks ranging from digital signal processing to complex mathematical computations.

Overview

Robust AVX intrinsics enable parallel computations over various data types like integers and floating points, with alignment optimizations for efficient memory transactions. Key functionalities include:

• Data Manipulation: Load/store operations with specific data alignments.
• Arithmetic Operations: Efficient vectorized addition, subtraction, multiplication.
• Logical Operations: Comprehensive support for bitwise operations and comparisons.

Structs

SimdAvxU64, SimdAvxF64, SimdAvxI32

These structs provide core AVX functionalities for unsigned 64-bit, 64-bit floating, and 32-bit signed integers, allowing scalar expansion, vector loads, stores, and element-wise operations.

Aligned Types

Pre-aligned types such as FloatAligned and Int32Aligned ensure optimal memory access.

Companion Utilities

In addition to predefined struct operations, custom functions facilitate vector manipulation and arithmetic processing:

• expand, load, store: Simplify handling data within AVX registers.
• Arithmetic/Logic Operations: From basics like addition to intricate bitwise evaluations.

Example Usage

use aloe::SimdAvxU64;
let data: [u64; 4] = [1,2,3,4];
let vec = SimdAvxU64::load(&data);
let result = SimdAvxU64::add(vec, vec);

Target Audience

Designed for software engineers working on performance-critical applications requiring SIMD operations, particularly those involving massive real-time computations like DSP and scientific simulations.

Note

This README.md is generated by an AI model and strives for accuracy, though discrepancies might be present. Ensure to verify sections specific to your use case.

License

This crate is licensed under GPL-3.0.

This crate is a translation of the JUCE module.

JUCE is a c++ software framework for developing high performance audio applications.

Usage falls under the GPLv3 as well as the JUCE commercial license.

See github.com/juce-framework/JUCE and the JUCE license page for details.

This crate is in the process of being translated from c++ to rust. For progress updates, please see the workspacer rust project. designed specifically for rust projects.