| File: System\Numerics\Tensors\netcore\TensorPrimitives.Dot.cs | Web Access |
| Project: src\runtime\src\libraries\System.Numerics.Tensors\src\System.Numerics.Tensors.csproj (System.Numerics.Tensors) |
// Licensed to the .NET Foundation under one or more agreements. // The .NET Foundation licenses this file to you under the MIT license. namespace System.Numerics.Tensors { public static partial class TensorPrimitives { /// <summary>Computes the dot product of two tensors containing numbers.</summary> /// <param name="x">The first tensor, represented as a span.</param> /// <param name="y">The second tensor, represented as a span.</param> /// <returns>The dot product.</returns> /// <exception cref="ArgumentException">Length of <paramref name="x" /> must be same as length of <paramref name="y" />.</exception> /// <remarks> /// <para> /// This method effectively computes the equivalent of: /// <c> /// Span<T> products = ...; /// TensorPrimitives.Multiply(x, y, products); /// T result = TensorPrimitives.Sum(products); /// </c> /// but without requiring additional temporary storage for the intermediate products. It corresponds to the <c>dot</c> method defined by <c>BLAS1</c>. /// </para> /// <para> /// If any of the input elements is equal to <see cref="IFloatingPointIeee754{TSelf}.NaN"/>, the resulting value is also NaN. /// </para> /// <para> /// This method may call into the underlying C runtime or employ instructions specific to the current architecture. Exact results may differ between different /// operating systems or architectures. /// </para> /// </remarks> public static T Dot<T>(ReadOnlySpan<T> x, ReadOnlySpan<T> y) where T : IAdditionOperators<T, T, T>, IAdditiveIdentity<T, T>, IMultiplyOperators<T, T, T>, IMultiplicativeIdentity<T, T> => Aggregate<T, MultiplyOperator<T>, AddOperator<T>>(x, y); } }