Misaki.HighPerformance.Mathematics.SPMD 1.3.8 

dotnet add package Misaki.HighPerformance.Mathematics.SPMD --version 1.3.8
                    


                    

                
NuGet\Install-Package Misaki.HighPerformance.Mathematics.SPMD -Version 1.3.8
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Misaki.HighPerformance.Mathematics.SPMD" Version="1.3.8" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Misaki.HighPerformance.Mathematics.SPMD" Version="1.3.8" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Misaki.HighPerformance.Mathematics.SPMD" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Misaki.HighPerformance.Mathematics.SPMD --version 1.3.8
                    


                    

                
#r "nuget: Misaki.HighPerformance.Mathematics.SPMD, 1.3.8"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#:package Misaki.HighPerformance.Mathematics.SPMD@1.3.8
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Misaki.HighPerformance.Mathematics.SPMD&version=1.3.8
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Misaki.HighPerformance.Mathematics.SPMD&version=1.3.8
                    


                            Install as a Cake Tool

Misaki.HighPerformance.Mathematics.SPMD

SPMD-oriented math abstractions built on top of the mathematics layer.

This package is intended for code that wants to express vectorized work in a way that is portable across lane widths and easier to reason about than raw intrinsics alone.

What it includes

  • SPMD lane interfaces
  • scalar and wide lane abstractions
  • vector template helpers
  • shuffle table generation support
  • job-oriented SPMD helpers

Highlights

  • abstracts lane width through a common interface
  • supports sequence creation, load/store, and compress-store style workflows
  • built for vectorized algorithms and data-parallel execution
  • useful when you need explicit lane semantics rather than ad hoc SIMD code

Main types

  • ISPMDLane
  • ISPMDLane<TSelf, TNumber>
  • ScalerLane
  • WideLane
  • IJobSPMD
  • Vector{T}Helper

Example

public struct Vector2LerpJob : IJobSPMD<float>
{
    public float2[] arrayA;
    public float2[] arrayB;
    public float[] results;

    public readonly void Execute<TFloat>(TFloat indices, TFloat mask, ref readonly JobExecutionContext ctx)
        where TFloat : unmanaged, ISPMDLane<TFloat, float>
    {
        TFloat gatherIndices = indices * 2;
        Vector2<TFloat, float> a = MathV.MaskGatherVector2<TFloat, float>(ref arrayA[0].x, gatherIndices, mask, 4);
        Vector2<TFloat, float> b = MathV.MaskGatherVector2<TFloat, float>(ref arrayB[0].x, gatherIndices, mask, 4);

        TFloat t = TFloat.Create(0.5f);
        Vector2<TFloat, float> lerped = MathV.Lerp(a, b, t);
        TFloat len = TFloat.Sqrt(MathV.LengthSquared(lerped));

        len.MaskStore(ref results[(int)indices[0]], mask);
    }
}

You can visit GGXMipGenerationBenchmark.cs for a more complete example of how to use the SPMD abstractions in a real algorithm.

Package reference

dotnet add package Misaki.HighPerformance.Mathematics.SPMD

Notes

This project targets net10.0 and depends on the mathematics project for shared numeric concepts.

You can enable MHP_FASTMATH to allow the use of faster math intrinsics where appropriate, but be aware that this may lead to less precise results in some cases.

There are no supported framework assets in this package.

Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
1.3.8 126 5/7/2026
1.3.7 137 5/4/2026