76public static void And(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.BitwiseAnd(x, y, destination); 77public static void And(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.BitwiseAnd(x, y, destination); 78public static void And(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.BitwiseAnd(y, x, destination); 79public static void Or(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.BitwiseOr(x, y, destination); 80public static void Or(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.BitwiseOr(x, y, destination); 81public static void Or(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.BitwiseOr(y, x, destination); 82public static void Xor(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Xor(x, y, destination); 83public static void Xor(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.Xor(x, y, destination); 84public static void Xor(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Xor(y, x, destination); 90public static void LeftShift(ReadOnlySpan<T> x, int shiftAmount, Span<T> destination) => TensorPrimitives.ShiftLeft(x, shiftAmount, destination); 91public static void RightShift(ReadOnlySpan<T> x, int shiftAmount, Span<T> destination) => TensorPrimitives.ShiftRightArithmetic(x, shiftAmount, destination); 97public static void Add(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Add(x, y, destination); 98public static void Add(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.Add(x, y, destination); 99public static void Add(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Add(y, x, destination); 100public static void Subtract(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Subtract(x, y, destination); 101public static void Subtract(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.Subtract(x, y, destination); 102public static void Subtract(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Subtract(x, y, destination); 103public static void Multiply(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Multiply(x, y, destination); 104public static void Multiply(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.Multiply(x, y, destination); 105public static void Multiply(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Multiply(y, x, destination); 106public static void Divide(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Divide(x, y, destination); 107public static void Divide(ReadOnlySpan<T> x, T y, Span<T> destination) => TensorPrimitives.Divide(x, y, destination); 108public static void Divide(T x, ReadOnlySpan<T> y, Span<T> destination) => TensorPrimitives.Divide(x, y, destination);

151distances[i, j] = TensorPrimitives.HammingBitDistance(embeddings[i].Bits.Span, embeddings[j].Bits.Span); 188distances[i, j] = TensorPrimitives.CosineSimilarity(embeddings[i].Vector.Span, embeddings[j].Vector.Span);

82TensorPrimitives.ConvertToHalf(vector, result);

24TensorPrimitives.Add(destination, value, destination); 36TensorPrimitives.Multiply(destination, value, destination); 56TensorPrimitives.Multiply(source.Slice(0, count), value, destination); 75TensorPrimitives.MultiplyAdd(source.Slice(0, count), scale, destination.Slice(0, count), destination); 97TensorPrimitives.MultiplyAdd(source.Slice(0, count), scale, destination.Slice(0, count), result.Slice(0, count)); 115TensorPrimitives.Add(source.Slice(0, count), destination.Slice(0, count), destination.Slice(0, count)); 136TensorPrimitives.Multiply(left.Slice(0, count), right.Slice(0, count), destination.Slice(0, count)); 149return TensorPrimitives.Sum(source); 162return TensorPrimitives.SumOfSquares(source); 175return TensorPrimitives.SumOfMagnitudes(source); 194return TensorPrimitives.Dot(left.Slice(0, count), right.Slice(0, count));

443var value = TensorPrimitives.Distance(left.Slice(0, count), right.Slice(0, count));

8using static System.Numerics.Tensors.TensorPrimitives;

3764return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Abs); 3789return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Acos); 3814return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Acosh); 3839return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.AcosPi); 3888return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Add); 3900return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Add); 3925return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Asin); 3950return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Asinh); 3975return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.AsinPi); 4000return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Atan); 4036return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Atan2); 4062return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Atan2); 4088return ref TensorPrimitivesHelperTInSpanInSpanOut(x, y, destination, TensorPrimitives.Atan2); 4124return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Atan2Pi); 4150return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Atan2Pi); 4176return ref TensorPrimitivesHelperTInSpanInSpanOut(x, y, destination, TensorPrimitives.Atan2Pi); 4202return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Atanh); 4227return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.AtanPi); 4240return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.Average); 4276return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.BitwiseAnd); 4302return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.BitwiseAnd); 4338return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.BitwiseOr); 4364return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.BitwiseOr); 4389return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Cbrt); 4414return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Ceiling); 4444return ref TensorPrimitivesHelperSpanInSpanOut(source, destination, TensorPrimitives.ConvertChecked); 4474return ref TensorPrimitivesHelperSpanInSpanOut(source, destination, TensorPrimitives.ConvertSaturating); 4504return ref TensorPrimitivesHelperSpanInSpanOut(source, destination, TensorPrimitives.ConvertTruncating); 4554return ref TensorPrimitivesHelperSpanInTInSpanOut(x, sign, destination, TensorPrimitives.CopySign); 4566return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, sign, destination, TensorPrimitives.CopySign); 4591return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Cos); 4616return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Cosh); 4690values[outputOffset++] = TensorPrimitives.CosineSimilarity(lspan, rspan); 4743return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.CosPi); 4768return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.DegreesToRadians); 4781return TensorPrimitivesHelperTwoSpanInTOut(x, y, TensorPrimitives.Distance); 4844return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Divide); 4856return ref TensorPrimitivesHelperTInSpanInSpanOut(x, y, destination, TensorPrimitives.Divide); 4869return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Divide); 4882return TensorPrimitivesHelperTwoSpanInTOut(x, y, TensorPrimitives.Dot); 4907return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Exp); 4932return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Exp10); 4953return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Exp10M1); 4974return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Exp2); 4995return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Exp2M1); 5016return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.ExpM1); 5037return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Floor); 5075return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Hypot); 5109return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Ieee754Remainder); 5131return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Ieee754Remainder); 5153return ref TensorPrimitivesHelperTInSpanInSpanOut(x, y, destination, TensorPrimitives.Ieee754Remainder); 5174return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.ILogB); 5185return TensorPrimitives.IndexOfMax(span); 5196return TensorPrimitives.IndexOfMaxMagnitude(span); 5207return TensorPrimitives.IndexOfMin(span); 5220return TensorPrimitives.IndexOfMinMagnitude(span); 5245return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.LeadingZeroCount); 5270return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Log); 5300return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Log); 5322return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Log); 5347return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Log10); 5372return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Log10P1); 5397return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Log2); 5422return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Log2P1); 5447return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.LogP1); 5457return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.Max); 5487return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Max); 5508return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Max); 5518return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.MaxMagnitude); 5548return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.MaxMagnitude); 5569return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.MaxMagnitude); 5579return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.MaxMagnitudeNumber); 5609return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.MaxMagnitudeNumber); 5630return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.MaxMagnitudeNumber); 5640return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.MaxNumber); 5670return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.MaxNumber); 5691return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.MaxNumber); 5701return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.Min); 5731return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Min); 5752return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Min); 5762return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.MinMagnitude); 5792return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.MinMagnitude); 5813return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.MinMagnitude); 5823return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.MinMagnitudeNumber); 5853return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.MinMagnitudeNumber); 5874return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.MinMagnitudeNumber); 5884return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.MinNumber); 5914return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.MinNumber); 5935return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.MinNumber); 5987TensorPrimitives.Multiply(span, y, ospan); 6001return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Multiply); 6022return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Negate); 6034return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.Norm); 6055return ref TensorPrimitivesHelperSpanInSpanOut(y, destination, TensorPrimitives.OnesComplement); 6076return ref TensorPrimitivesHelperSpanInSpanOut(y, destination, TensorPrimitives.PopCount); 6108return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Pow); 6130return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Pow); 6152return ref TensorPrimitivesHelperTInSpanInSpanOut(x, y, destination, TensorPrimitives.Pow); 6162return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.Product); 6183return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.RadiansToDegrees); 6204return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Reciprocal); 6232TensorPrimitives.RootN(span, n, ospan); 6263TensorPrimitives.RotateLeft(span, rotateAmount, ospan); 6294TensorPrimitives.RotateRight(span, rotateAmount, ospan); 6316return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Round); 6344TensorPrimitives.Round(span, digits, mode, ospan); 6371TensorPrimitives.Round(span, digits, ospan); 6398TensorPrimitives.Round(span, mode, ospan); 6420return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Sigmoid); 6445return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Sin); 6466return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Sinh); 6487return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.SinPi); 6508return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.SoftMax); 6533return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Sqrt); 6546return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.StdDev); 6608return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Subtract); 6620return ref TensorPrimitivesHelperTInSpanInSpanOut(x, y, destination, TensorPrimitives.Subtract); 6632return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Subtract); 6645return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.Sum); 6658return TensorPrimitivesHelperSpanInTOut(x, TensorPrimitives.SumOfSquares); 6679return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Tan); 6700return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Tanh); 6721return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.TanPi); 6742return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.TrailingZeroCount); 6763return ref TensorPrimitivesHelperSpanInSpanOut(x, destination, TensorPrimitives.Truncate); 6795return ref TensorPrimitivesHelperTwoSpanInSpanOut(x, y, destination, TensorPrimitives.Xor); 6820return ref TensorPrimitivesHelperSpanInTInSpanOut(x, y, destination, TensorPrimitives.Xor);

110if (tensor._shape.Strides[i] != TensorPrimitives.Product(tensor.Lengths.Slice(i + 1, tensor.Lengths.Length - i - 1)))

9global using AbsoluteOperator_Single = System.Numerics.Tensors.TensorPrimitives.AbsoluteOperator<float>; 10global using AddOperator_Single = System.Numerics.Tensors.TensorPrimitives.AddOperator<float>; 11global using AddMultiplyOperator_Single = System.Numerics.Tensors.TensorPrimitives.AddMultiplyOperator<float>; 12global using CoshOperator_Single = System.Numerics.Tensors.TensorPrimitives.CoshOperator<float>; 13global using SubtractSquaredOperator_Single = System.Numerics.Tensors.TensorPrimitives.SubtractSquaredOperator<float>; 14global using DivideOperator_Single = System.Numerics.Tensors.TensorPrimitives.DivideOperator<float>; 15global using MultiplyOperator_Single = System.Numerics.Tensors.TensorPrimitives.MultiplyOperator<float>; 16global using ExpOperator_Single = System.Numerics.Tensors.TensorPrimitives.ExpOperator<float>; 17global using IndexOfMaxOperator_Single = System.Numerics.Tensors.TensorPrimitives.IndexOfMaxOperator<float>; 18global using IndexOfMaxMagnitudeOperator_Single = System.Numerics.Tensors.TensorPrimitives.IndexOfMaxMagnitudeOperator<float>; 19global using IndexOfMinOperator_Single = System.Numerics.Tensors.TensorPrimitives.IndexOfMinOperator<float>; 20global using IndexOfMinMagnitudeOperator_Single = System.Numerics.Tensors.TensorPrimitives.IndexOfMinMagnitudeOperator<float>; 21global using LogOperator_Single = System.Numerics.Tensors.TensorPrimitives.LogOperator<float>; 22global using Log2Operator_Single = System.Numerics.Tensors.TensorPrimitives.Log2Operator<float>; 23global using MaxOperator_Single = System.Numerics.Tensors.TensorPrimitives.MaxOperator<float>; 24global using MaxMagnitudeOperator_Single = System.Numerics.Tensors.TensorPrimitives.MaxMagnitudeOperator<float>; 25global using MinOperator_Single = System.Numerics.Tensors.TensorPrimitives.MinOperator<float>; 26global using MinMagnitudeOperator_Single = System.Numerics.Tensors.TensorPrimitives.MinMagnitudeOperator<float>; 27global using MultiplyAddOperator_Single = System.Numerics.Tensors.TensorPrimitives.MultiplyAddOperator<float>; 28global using NegateOperator_Single = System.Numerics.Tensors.TensorPrimitives.NegateOperator<float>; 29global using IdentityOperator_Single = System.Numerics.Tensors.TensorPrimitives.IdentityOperator<float>; 30global using SubtractOperator_Single = System.Numerics.Tensors.TensorPrimitives.SubtractOperator<float>; 31global using SigmoidOperator_Single = System.Numerics.Tensors.TensorPrimitives.SigmoidOperator<float>; 32global using SinhOperator_Single = System.Numerics.Tensors.TensorPrimitives.SinhOperator<float>; 33global using SquaredOperator_Single = System.Numerics.Tensors.TensorPrimitives.SquaredOperator<float>; 34global using TanhOperator_Single = System.Numerics.Tensors.TensorPrimitives.TanhOperator<float>;