Refactor SPMD to HPC; add SIMD source generators
Major namespace migration from SPMD to HPC across all code, templates, and projects. Introduced Misaki.HighPerformance.HPC.Generator with Roslyn-based source generators for SIMD code (e.g., AVX2), including attribute and method generators. Renamed MultipleAdd to MultiplyAdd in all lanes and updated usages. Added AVX2 utility methods via codegen. Updated tests, benchmarks, and project references to use the new framework. Improved SIMD memory utilities and modernized project files. Removed legacy SPMD project from the solution.
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@@ -1,9 +1,8 @@
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using BenchmarkDotNet.Attributes;
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using BenchmarkDotNet.Engines;
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using Misaki.HighPerformance.HPC;
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using Misaki.HighPerformance.Image;
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using Misaki.HighPerformance.Jobs;
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using Misaki.HighPerformance.Mathematics;
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using Misaki.HighPerformance.Mathematics.SPMD;
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using SkiaSharp;
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using System.Runtime.CompilerServices;
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using System.Runtime.InteropServices;
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@@ -23,6 +22,7 @@ internal unsafe struct MipLevel
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public float roughness;
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}
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[HPCompute(TargetInstructionSet.AVX2)]
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internal unsafe struct GGXMipGenerationJobSPMD : IJobSPMD<float, int>
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{
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public ImageResultFloat image;
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@@ -47,7 +47,7 @@ internal unsafe struct GGXMipGenerationJobSPMD : IJobSPMD<float, int>
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var phi = 2.0f * PI * Xi.x;
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var cosTheta = TFloat.Sqrt((1.0f - Xi.y) / TFloat.MultipleAdd(a * a - 1.0f, Xi.y, 1.0f));
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var cosTheta = TFloat.Sqrt((1.0f - Xi.y) / TFloat.MultiplyAdd(a * a - 1.0f, Xi.y, 1.0f));
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var sinTheta = TFloat.Sqrt(1.0f - cosTheta * cosTheta);
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// Spherical to Cartesian coordinates (Halfway vector)
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@@ -151,7 +151,7 @@ internal unsafe struct GGXMipGenerationJobSPMD : IJobSPMD<float, int>
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var NdotL = TFloat.Max(MathV.Dot(N, L), TFloat.Zero);
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var sampleColor = SampleEquirectangularMap<TFloat, TInt>(image.Data, (int)image.Width, (int)image.Height, L, mask);
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// The Karis Average Weight: 1 / (1 + luma)
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// A normal sky pixel (luma 1.0) gets a weight of 0.5.
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// A sun pixel (luma 1000.0) gets a tiny weight of ~0.001, naturally suppressing it.
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@@ -198,7 +198,7 @@ internal unsafe struct GGXMipGenerationJobSPMD<TFloat, TInt> : IJobParallelFor
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var phi = 2.0f * PI * Xi.x;
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var cosTheta = TFloat.Sqrt((1.0f - Xi.y) / TFloat.MultipleAdd(a * a - 1.0f, Xi.y, 1.0f));
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var cosTheta = TFloat.Sqrt((1.0f - Xi.y) / TFloat.MultiplyAdd(a * a - 1.0f, Xi.y, 1.0f));
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var sinTheta = TFloat.Sqrt(1.0f - cosTheta * cosTheta);
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// Spherical to Cartesian coordinates (Halfway vector)
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@@ -320,7 +320,7 @@ internal unsafe struct GGXMipGenerationJobSPMD<TFloat, TInt> : IJobParallelFor
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var NdotL = TFloat.Max(MathV.Dot(vN, L), TFloat.Zero);
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var sampleColor = SampleEquirectangularMap(image.Data, (int)image.Width, (int)image.Height, L);
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NdotL &= validLaneMask;
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// The Karis Average Weight: 1 / (1 + luma)
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@@ -1,6 +1,6 @@
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using BenchmarkDotNet.Attributes;
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using Misaki.HighPerformance.Jobs;
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using Misaki.HighPerformance.Mathematics.SPMD;
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using Misaki.HighPerformance.HPC;
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using System.Runtime.InteropServices;
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namespace Misaki.HighPerformance.Test.Benchmark;
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