37/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[])" /> 39=> new TensorSpan<T>(array); 41/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint})" /> 43=> new TensorSpan<T>(array, lengths); 45/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint} , ReadOnlySpan{nint})" /> 47=> new TensorSpan<T>(array, lengths, strides); 49/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], int, ReadOnlySpan{nint}, ReadOnlySpan{nint})" /> 50public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, int start, scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides) => new TensorSpan<T>(array, start, lengths, strides); 1559TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, strides); 2038TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, lengths[..newRank], strides[..newRank], strideOrder[..newRank]); 2479TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, newStrides);

194public TensorSpan<T> AsTensorSpan() => new TensorSpan<T>(ref Unsafe.Add(ref MemoryMarshal.GetArrayDataReference(_values), _start), in _shape);

49return new TensorSpan<T>(ref Unsafe.Add(ref _tensor._reference, linearOffset), _sliceShape);

236public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 312return new TensorSpan<T>( 322return new TensorSpan<T>( 332return new TensorSpan<T>(

57void CopyTo(scoped in TensorSpan<T> destination); 105bool TryCopyTo(scoped in TensorSpan<T> destination);

72TensorSpan<T> AsTensorSpan(); 77TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes); 80TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes); 85TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges);

358/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 359public void CopyTo(scoped in TensorSpan<T> destination) 445/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 446public bool TryCopyTo(scoped in TensorSpan<T> destination)

37/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[])" /> 38public static TensorSpan<T> AsTensorSpan<T>(this T[]? array) 41/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint})" /> 42public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, scoped ReadOnlySpan<nint> lengths) 45/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint} , ReadOnlySpan{nint})" /> 46public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides) 49/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], int, ReadOnlySpan{nint}, ReadOnlySpan{nint})" /> 50public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, int start, scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides) => new TensorSpan<T>(array, start, lengths, strides); 84/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 86public static void BroadcastTo<T>(this Tensor<T> source, in TensorSpan<T> destination) 95/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 96/// <param name="destination">Other <see cref="TensorSpan{T}"/> to make shapes broadcastable.</param> 97public static void BroadcastTo<T>(in this TensorSpan<T> source, in TensorSpan<T> destination) 106/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 108public static void BroadcastTo<T>(in this ReadOnlyTensorSpan<T> source, in TensorSpan<T> destination) 191public static ref readonly TensorSpan<T> Concatenate<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 203public static ref readonly TensorSpan<T> ConcatenateOnDimension<T>(int dimension, scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 436/// Fills the given <see cref="TensorSpan{T}"/> with random data in a Gaussian normal distribution. <see cref="System.Random"/> 440/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 443public static ref readonly TensorSpan<T> FillGaussianNormalDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 459/// Fills the given <see cref="TensorSpan{T}"/> with random data in a uniform distribution. <see cref="System.Random"/> 463/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 466public static ref readonly TensorSpan<T> FillUniformDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 480/// before they are compared. It returns a <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not."/> 484/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 495/// before they are compared. It returns a <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not."/> 500/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 501public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 511/// before they are compared. It returns a <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not."/> 515/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 526/// before they are compared. It returns a <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not."/> 531/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 532public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 608public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, T value) 622public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, scoped in ReadOnlyTensorSpan<T> values) 660public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 695public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 725public static ref readonly TensorSpan<bool> GreaterThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 841public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 876public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 906public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1022public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1057public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1087public static ref readonly TensorSpan<bool> LessThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1203public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1238public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1268public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1492/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 1494public static TensorSpan<T> Reshape<T>(this scoped in TensorSpan<T> tensor, scoped ReadOnlySpan<nint> lengths) 1559TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, strides); 1568/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 1666/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1667public static void ResizeTo<T>(scoped in Tensor<T> tensor, in TensorSpan<T> destination) 1676/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1677/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1678public static void ResizeTo<T>(scoped in TensorSpan<T> tensor, in TensorSpan<T> destination) 1688/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1689public static void ResizeTo<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 1730/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1732public static ref readonly TensorSpan<T> Reverse<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 1741/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1744public static ref readonly TensorSpan<T> ReverseDimension<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination, int dimension) 1783public static bool SequenceEqual<T>(this scoped in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> other) 1824public static ref readonly TensorSpan<T> SetSlice<T>(this in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> values, params scoped ReadOnlySpan<NRange> ranges) 1968/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove all dimensions of length 1.</param> 1969public static TensorSpan<T> Squeeze<T>(this scoped in TensorSpan<T> tensor) 1978/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove dimension of length 1.</param> 1980public static TensorSpan<T> SqueezeDimension<T>(this scoped in TensorSpan<T> tensor, int dimension) 2038TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, lengths[..newRank], strides[..newRank], strideOrder[..newRank]); 2199public static ref readonly TensorSpan<T> Stack<T>(scoped in ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 2210public static ref readonly TensorSpan<T> StackAlongDimension<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination, int dimension) 2237/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/> 2239/// <param name="tensor">The <see cref="TensorSpan{T}"/> you want to represent as a string.</param> 2242public static string ToString<T>(this in TensorSpan<T> tensor, ReadOnlySpan<nint> maximumLengths) 2376/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2377public static bool TryBroadcastTo<T>(this Tensor<T> tensor, in TensorSpan<T> destination) 2386/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 2387/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2388public static bool TryBroadcastTo<T>(in this TensorSpan<T> tensor, in TensorSpan<T> destination) 2398/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2399public static bool TryBroadcastTo<T>(in this ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 2451/// <param name="tensor">The <see cref="TensorSpan{T}"/> to add a dimension of length 1.</param> 2453public static TensorSpan<T> Unsqueeze<T>(this scoped in TensorSpan<T> tensor, int dimension) 2479TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, newStrides); 2538/// Takes the absolute value of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2540/// <param name="x">The <see cref="TensorSpan{T}"/> to take the abs of.</param> 2541/// <param name="destination">The <see cref="TensorSpan{T}"/> destination.</param> 2542public static ref readonly TensorSpan<T> Abs<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2567/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 2569public static ref readonly TensorSpan<T> Acos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2592/// Takes the inverse hyperbolic cosine of each element of the <see cref="TensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2594/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 2596public static ref readonly TensorSpan<T> Acosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2619/// Takes the inverse hyperbolic cosine divided by pi of each element of the <see cref="TensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2623public static ref readonly TensorSpan<T> AcosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2665public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2674/// Adds <paramref name="y"/> to each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2679public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2702/// Takes the inverse sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2706public static ref readonly TensorSpan<T> Asin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2729/// Takes the inverse hyperbolic sine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2733public static ref readonly TensorSpan<T> Asinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2756/// Takes the inverse hyperbolic sine divided by pi of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2760public static ref readonly TensorSpan<T> AsinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2783/// Takes the arc tangent of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2787public static ref readonly TensorSpan<T> Atan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2811/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2816public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2838/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2843public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2865/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2870public static ref readonly TensorSpan<T> Atan2<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2894/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/>, divides each element by pi, and returns a new <see cref="TensorSpan{T}"/> with the result. 2899public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2908/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/>, divides each element by pi, and returns a new <see cref="TensorSpan{T}"/> with the result. 2921/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/>, divides each element by pi, and returns a new <see cref="TensorSpan{T}"/> with the result. 2926public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2935/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/>, divides each element by pi, and returns a new <see cref="TensorSpan{T}"/> with the result. 2948/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/>, divides each element by pi, and returns a new <see cref="TensorSpan{T}"/> with the result. 2953public static ref readonly TensorSpan<T> Atan2Pi<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2976/// Takes the inverse hyperbolic tangent of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2980public static ref readonly TensorSpan<T> Atanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3003/// Takes the inverse hyperbolic tangent divided by pi of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3007public static ref readonly TensorSpan<T> AtanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3020/// <param name="x">The <see cref="TensorSpan{T}"/> to take the mean of.</param> 3048/// Computes the element-wise bitwise and of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3053public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3075/// Computes the element-wise bitwise and of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3080public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3104/// Computes the element-wise bitwise of of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3109public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3131/// Computes the element-wise bitwise or of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3136public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3159/// Computes the element-wise cube root of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3163public static ref readonly TensorSpan<T> Cbrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3186/// Computes the element-wise ceiling of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3190public static ref readonly TensorSpan<T> Ceiling<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3215/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3218/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3220public static ref readonly TensorSpan<TTo> ConvertChecked<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3246/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3249/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3251public static ref readonly TensorSpan<TTo> ConvertSaturating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3277/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3280/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3282public static ref readonly TensorSpan<TTo> ConvertTruncating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3325public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, T sign, in TensorSpan<T> destination) 3334/// Computes the element-wise result of copying the sign from one number to another number in the specified tensors and returns a new <see cref="TensorSpan{T}"/> with the result. 3339public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> sign, in TensorSpan<T> destination) 3362/// Takes the cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3366public static ref readonly TensorSpan<T> Cos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3389/// Takes the hyperbolic cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3393public static ref readonly TensorSpan<T> Cosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3441/// <summary>Computes the element-wise cosine of the value in the specified tensor that has been multiplied by Pi and returns a new <see cref="TensorSpan{T}"/> with the results.</summary> 3456public static ref readonly TensorSpan<T> CosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3483public static ref readonly TensorSpan<T> DegreesToRadians<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3550/// Divides each element of <paramref name="x"/> by <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3555public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3564/// Divides <paramref name="x"/> by each element of <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result."/> 3569public static ref readonly TensorSpan<T> Divide<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3579/// a new <see cref="TensorSpan{T}"/> with the result. 3584public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3627public static ref readonly TensorSpan<T> Exp<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3654public static ref readonly TensorSpan<T> Exp10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3677public static ref readonly TensorSpan<T> Exp10M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3700public static ref readonly TensorSpan<T> Exp2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3723public static ref readonly TensorSpan<T> Exp2M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3746public static ref readonly TensorSpan<T> ExpM1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3769public static ref readonly TensorSpan<T> Floor<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3800public static ref readonly TensorSpan<T> Hypot<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3827public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3850public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3873public static ref readonly TensorSpan<T> Ieee754Remainder<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3896public static ref readonly TensorSpan<int> ILogB<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<int> destination) 3970public static ref readonly TensorSpan<T> LeadingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3993/// Takes the natural logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3997public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4020public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4043public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4066/// Takes the base 10 logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4070public static ref readonly TensorSpan<T> Log10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4093/// Takes the base 10 logarithm plus 1 of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4097public static ref readonly TensorSpan<T> Log10P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4120/// Takes the base 2 logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4124public static ref readonly TensorSpan<T> Log2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4147/// Takes the base 2 logarithm plus 1 of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4151public static ref readonly TensorSpan<T> Log2P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4174/// Takes the natural logarithm plus 1 of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4178public static ref readonly TensorSpan<T> LogP1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4218public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4241public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4281public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4304public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4344public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4367public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4407public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4430public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4470public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4493public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4533public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4556public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4596public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4619public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4659public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4682public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4720/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4725public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4734/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4740public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4763public static ref readonly TensorSpan<T> Negate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4800public static ref readonly TensorSpan<T> OnesComplement<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4823public static ref readonly TensorSpan<T> PopCount<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4848public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4871public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4894public static ref readonly TensorSpan<T> Pow<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4929public static ref readonly TensorSpan<T> RadiansToDegrees<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4952public static ref readonly TensorSpan<T> Reciprocal<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4977public static ref readonly TensorSpan<T> RootN<T>(scoped in ReadOnlyTensorSpan<T> x, int n, in TensorSpan<T> destination) 5004public static ref readonly TensorSpan<T> RotateLeft<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 5031public static ref readonly TensorSpan<T> RotateRight<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 5054public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5079public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, MidpointRounding mode, in TensorSpan<T> destination) 5102public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, in TensorSpan<T> destination) 5125public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, MidpointRounding mode, in TensorSpan<T> destination) 5148public static ref readonly TensorSpan<T> Sigmoid<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5171/// Takes the sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5175public static ref readonly TensorSpan<T> Sin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5198public static ref readonly TensorSpan<T> Sinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5221public static ref readonly TensorSpan<T> SinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5247public static ref readonly TensorSpan<T> SoftMax<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5273/// Takes the square root of each element of the <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5277public static ref readonly TensorSpan<T> Sqrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5290/// <param name="x">The <see cref="TensorSpan{T}"/> to take the standard deviation of.</param> 5345/// Subtracts <paramref name="y"/> from each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5350public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5359/// Subtracts each element of <paramref name="y"/> from <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5364public static ref readonly TensorSpan<T> Subtract<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5373/// Subtracts each element of <paramref name="x"/> from <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5378public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5431public static ref readonly TensorSpan<T> Tan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5454public static ref readonly TensorSpan<T> Tanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5477public static ref readonly TensorSpan<T> TanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5500public static ref readonly TensorSpan<T> TrailingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5523public static ref readonly TensorSpan<T> Truncate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5548public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5570/// Computes the element-wise Xor of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5575public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination)

125/// <inheritdoc cref="TensorSpan{T}.this[ReadOnlySpan{nint}]" /> 131/// <inheritdoc cref="TensorSpan{T}.this[ReadOnlySpan{NIndex}]" /> 137/// <inheritdoc cref="TensorSpan{T}.this[ReadOnlySpan{NRange}]" /> 176public static implicit operator TensorSpan<T>(Tensor<T> tensor) => tensor.AsTensorSpan(); 178/// <inheritdoc cref="TensorSpan{T}.implicit operator ReadOnlyTensorSpan{T}(in TensorSpan{T})" /> 194public TensorSpan<T> AsTensorSpan() => new TensorSpan<T>(ref Unsafe.Add(ref MemoryMarshal.GetArrayDataReference(_values), _start), in _shape); 197public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes) => AsTensorSpan().Slice(startIndexes); 200public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes) => AsTensorSpan().Slice(startIndexes); 203public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges) => AsTensorSpan().Slice(ranges); 208/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 209public void CopyTo(scoped in TensorSpan<T> destination) 314/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 315public bool TryCopyTo(scoped in TensorSpan<T> destination) => AsReadOnlyTensorSpan().TryCopyTo(destination); 321/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/>

14private readonly TensorSpan<T> _tensor; 19internal TensorDimensionSpan(TensorSpan<T> tensor, int dimension) 39public TensorSpan<T> this[nint index] 59: IEnumerator<TensorSpan<T>> 72public readonly TensorSpan<T> Current => _span[_index];

13public static void Invoke<TOperation, T>(in TensorSpan<T> x) 89public static void Invoke<TOperation, TArg, TResult>(in TensorSpan<TResult> destination, TArg scalar) 106public static void Invoke<TOperation, TArg, TResult>(in ReadOnlyTensorSpan<TArg> x, in TensorSpan<TResult> destination) 127public static void ReverseInvoke<TOperation, TArg, TResult>(in ReadOnlyTensorSpan<TArg> x, in TensorSpan<TResult> destination) 194public static void Invoke<TOperation, TArg1, TArg2, TResult>(in ReadOnlyTensorSpan<TArg1> x, in ReadOnlyTensorSpan<TArg2> y, in TensorSpan<TResult> destination) 219public static void Invoke<TOperation, TArg, TResult>(in ReadOnlyTensorSpan<TArg> x, in ReadOnlyTensorSpan<TArg> y, in TensorSpan<TResult> destination) 248public static void Invoke<TOperation, TArg, TResult>(in ReadOnlyTensorSpan<TArg> x, TArg y, in TensorSpan<TResult> destination) 252public static void Invoke<TOperation, TArg, TResult>(in ReadOnlyTensorSpan<TArg> x, int y, in TensorSpan<TResult> destination) 255public static void Invoke<TOperation, TArg1, TArg2, TResult>(in ReadOnlyTensorSpan<TArg1> x, TArg2 y, in TensorSpan<TResult> destination) 277public static void Invoke<TOperation, TArg, TResult>(TArg x, in ReadOnlyTensorSpan<TArg> y, in TensorSpan<TResult> destination) 335public static void ValidateCompatibility<TArg, TResult>(in ReadOnlyTensorSpan<TArg> x, in TensorSpan<TResult> destination) 342public static void ValidateCompatibility<TArg1, TArg2, TResult>(in ReadOnlyTensorSpan<TArg1> x, in ReadOnlyTensorSpan<TArg2> y, in TensorSpan<TResult> destination)

28public static TensorSpan<T> Empty => default; 196public TensorSpan<T> this[params scoped ReadOnlySpan<NRange> ranges] 226public static bool operator ==(in TensorSpan<T> left, in TensorSpan<T> right) 231public static bool operator !=(in TensorSpan<T> left, in TensorSpan<T> right) => !(left == right); 236public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 241public static implicit operator ReadOnlyTensorSpan<T>(scoped in TensorSpan<T> tensor) => 259/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 260public void CopyTo(scoped in TensorSpan<T> destination) 309public TensorSpan<T> Slice(params scoped ReadOnlySpan<nint> startIndexes) 319public TensorSpan<T> Slice(params scoped ReadOnlySpan<NIndex> startIndexes) 329public TensorSpan<T> Slice(params scoped ReadOnlySpan<NRange> ranges) 341/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 342public bool TryCopyTo(scoped in TensorSpan<T> destination) => AsReadOnlyTensorSpan().TryCopyTo(destination); 350private readonly TensorSpan<T> _span; 355internal Enumerator(TensorSpan<T> span)

15public TensorSpanDebugView(TensorSpan<T> span)