redesign matrix design

This commit is contained in:
Youmu Liu
2025-12-23 18:13:05 +08:00
parent b32c1cb4eb
commit b60ce56f1c
12 changed files with 493 additions and 225 deletions
@@ -25,10 +25,12 @@
//
// -----------------------------------------------------------------------
// -----------------------------------------------------------------------
using StgSharp.HighPerformance;
using StgSharp.HighPerformance.Memory;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Runtime.CompilerServices;
using System.Text;
using System.Threading.Tasks;
@@ -37,21 +39,72 @@ namespace StgSharp.Mathematics.Numeric
public unsafe partial class Matrix<T>
{
private const int KernelSideLength = 4;
public static Matrix<T> Create(
int columnLength,
int rowLength,
MatrixLayout layout,
HybridLayerSegregatedFitAllocator allocator)
{
Matrix<T> matrix = new Matrix<T>();
int tSize = sizeof(T);
int totalSize = columnLength * rowLength * tSize;
HybridLayerSegregatedFitAllocationHandle handle = allocator.Alloc((uint)totalSize);
MatrixStorageHLSF<T> storage = new MatrixStorageHLSF<T>(handle);
storage._handle = handle;
ArgumentNullException.ThrowIfNull(allocator);
ArgumentOutOfRangeException.ThrowIfNegativeOrZero(columnLength);
ArgumentOutOfRangeException.ThrowIfNegativeOrZero(rowLength);
int kernelColumns = DivideRoundUp(columnLength, KernelSideLength);
int kernelRows = DivideRoundUp(rowLength, KernelSideLength);
if (layout is MatrixLayout.UpperTriangle or MatrixLayout.LowerTriangle)
{
if (kernelColumns != kernelRows) {
throw new ArgumentException("Triangular layouts require square matrices.");
}
}
long kernelCount = layout switch
{
MatrixLayout.DenseSquare => (long)kernelColumns * kernelRows,
MatrixLayout.UpperTriangle => TriangularKernelCount(kernelColumns),
MatrixLayout.LowerTriangle => TriangularKernelCount(kernelRows),
_ => throw new ArgumentOutOfRangeException(nameof(layout))
};
long requiredBytes = kernelCount * MatrixKernel<T>.Size;
if (requiredBytes <= 0 || requiredBytes > uint.MaxValue) {
throw new ArgumentOutOfRangeException(nameof(requiredBytes), "Requested matrix exceeds allocator capacity.");
}
HybridLayerSegregatedFitAllocationHandle handle = allocator.Alloc((uint)requiredBytes);
MatrixStorageHLSF<T> storage = new MatrixStorageHLSF<T>(allocator, handle);
Matrix<T> matrix = new Matrix<T>
{
Layout = layout,
KernelColumnLength = kernelColumns,
KernelRowLength = kernelRows,
};
matrix._buffer = storage;
matrix._enumeration = new MatrixMetadata(columnLength, rowLength);
matrix._boarder = MatrixKernelBoarder.Create(layout);
matrix._size = new MatrixSize(columnLength, rowLength, kernelColumns, kernelRows);
return matrix;
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
private static int DivideRoundUp(int value, int divisor)
{
return (value + (divisor - 1)) / divisor;
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
private static long TriangularKernelCount(int order)
{
long n = order;
return (n * (n + 1L)) / 2L;
}
}
}