Use interface static methods to define tensor operators

src/NetFabric.Numerics.Tensors/Add.cs

@@ -8,34 +8,14 @@ public static partial class Tensor
     /// Adds a value to each element in the source span and stores the result in the destination span.
     /// </summary>
     /// <typeparam name="T">The type of the elements in the spans.</typeparam>
-    /// <param name="source">The source span.</param>
-    /// <param name="value">The value to add to each element.</param>
+    /// <param name="left">The source span.</param>
+    /// <param name="right">The value to add to each element.</param>
     /// <param name="destination">The destination span to store the result.</param>
     /// <exception cref="ArgumentException">Thrown when the source and destination spans have different lengths.</exception>
     /// <exception cref="InvalidOperationException">Thrown when the type <typeparamref name="T"/> does not implement the <see cref="IAdditionOperators{T, T, T}"/> interface.</exception>
-    public static void Add<T>(ReadOnlySpan<T> source, T value, Span<T> destination)
+    public static void Add<T>(ReadOnlySpan<T> left, T right, Span<T> destination)
         where T : struct, IAdditionOperators<T, T, T>
-    {
-        var add = new AddValueOperation<T>(value);
-        Apply(source, destination, ref add);
-    }
-
-    /// <summary>
-    /// Adds a value to a pair of elements in the source span and stores the result in the destination span.
-    /// </summary>
-    /// <typeparam name="T">The type of the elements in the spans.</typeparam>
-    /// <param name="source">The source span.</param>
-    /// <param name="value1">The value to be added to the first element of the pair.</param>
-    /// <param name="value2">The value to be added to the second element of the pair.</param>
-    /// <param name="destination">The destination span to store the result.</param>
-    /// <exception cref="ArgumentException">Thrown when the source and destination spans have different lengths.</exception>
-    /// <exception cref="InvalidOperationException">Thrown when the type <typeparamref name="T"/> does not implement the <see cref="IAdditionOperators{T, T, T}"/> interface.</exception>
-    public static void Add<T>(ReadOnlySpan<T> source, T value1, T value2, Span<T> destination)
-        where T : struct, IAdditionOperators<T, T, T>
-    {
-        var add = new AddValueOperation2D<T>(value1, value2);
-        Apply2D(source, destination, ref add);
-    }
+        => Apply<T, AddOperator<T>>(left, right, destination);
 
     /// <summary>
     /// Adds corresponding elements in the left and right spans and stores the result in the destination span.
@@ -48,8 +28,5 @@ public static void Add<T>(ReadOnlySpan<T> source, T value1, T value2, Span<T> de
     /// <exception cref="InvalidOperationException">Thrown when the type <typeparamref name="T"/> does not implement the <see cref="IAdditionOperators{T, T, T}"/> interface.</exception>
     public static void Add<T>(ReadOnlySpan<T> left, ReadOnlySpan<T> right, Span<T> destination)
         where T : struct, IAdditionOperators<T, T, T>
-    {
-        var add = new AddOperation<T>();
-        Apply(left, right, destination, ref add);
-    }
+        => Apply<T, AddOperator<T>>(left, right, destination);
 }

src/NetFabric.Numerics.Tensors/Aggregate.cs

@@ -0,0 +1,46 @@
+
+using System;
+using System.Numerics;
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+
+namespace NetFabric.Numerics
+{
+    public static partial class Tensor
+    {
+        /// <summary>
+        /// Aggregates the elements in the specified <see cref="ReadOnlySpan{T}"/> using the specified <see cref="IAggregationOperator{T}"/>.
+        /// </summary>
+        /// <typeparam name="T">The type of the elements in the span.</typeparam>
+        /// <typeparam name="TOperator">The type of the aggregation operator.</typeparam>
+        /// <param name="source">The source span.</param>
+        /// <returns>The aggregated value.</returns>
+        public static T Aggregate<T, TOperator>(ReadOnlySpan<T> source)
+            where T : struct
+            where TOperator : struct, IAggregationOperator<T>
+        {
+            var result = TOperator.Seed;
+            var resultVector = new Vector<T>(TOperator.Seed);
+            nint index = 0;
+
+            if (Vector.IsHardwareAccelerated &&
+                Vector<T>.IsSupported &&
+                source.Length >= Vector<T>.Count)
+            {
+                var sourceVectors = MemoryMarshal.Cast<T, Vector<T>>(source);
+
+                ref var sourceVectorsRef = ref MemoryMarshal.GetReference(sourceVectors);
+                for (nint indexVector = 0; indexVector < sourceVectors.Length; indexVector++)
+                    resultVector = TOperator.Invoke(resultVector, Unsafe.Add(ref sourceVectorsRef, indexVector));
+
+                index = source.Length - source.Length % Vector<T>.Count;
+            }
+
+            ref var sourceRef = ref MemoryMarshal.GetReference(source);
+            for (; index < source.Length; index++)
+                result = TOperator.Invoke(result, Unsafe.Add(ref sourceRef, index));
+
+            return TOperator.ResultSelector(result, resultVector);
+        }
+    }
+}