34/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[])" /> 36=> new TensorSpan<T>(array); 38/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint})" /> 40=> new TensorSpan<T>(array, lengths); 42/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint} , ReadOnlySpan{nint})" /> 44=> new TensorSpan<T>(array, lengths, strides); 46/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], int, ReadOnlySpan{nint}, ReadOnlySpan{nint})" /> 47public 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); 1548TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, strides, tensor.IsPinned); 1998TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, lengths[..rank], strides[..rank], tensor.IsPinned); 2391TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, newStrides, tensor.IsPinned);

149public TensorSpan<T> AsTensorSpan() => new TensorSpan<T>(ref Unsafe.Add(ref MemoryMarshal.GetArrayDataReference(_values), _start), in _shape);

52return new TensorSpan<T>(ref Unsafe.Add(ref _tensor._reference, linearOffset), _sliceShape);

209public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 285return new TensorSpan<T>( 295return new TensorSpan<T>( 305return new TensorSpan<T>(

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

73TensorSpan<T> AsTensorSpan(); 78TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes); 81TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes); 86TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges);

332/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 333public void CopyTo(scoped in TensorSpan<T> destination) 419/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 420public bool TryCopyTo(scoped in TensorSpan<T> destination)

34/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[])" /> 35public static TensorSpan<T> AsTensorSpan<T>(this T[]? array) 38/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint})" /> 39public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, scoped ReadOnlySpan<nint> lengths) 42/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint} , ReadOnlySpan{nint})" /> 43public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides) 46/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], int, ReadOnlySpan{nint}, ReadOnlySpan{nint})" /> 47public 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); 81/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 83public static void BroadcastTo<T>(this Tensor<T> source, in TensorSpan<T> destination) 92/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 93/// <param name="destination">Other <see cref="TensorSpan{T}"/> to make shapes broadcastable.</param> 94public static void BroadcastTo<T>(in this TensorSpan<T> source, in TensorSpan<T> destination) 103/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 105public static void BroadcastTo<T>(in this ReadOnlyTensorSpan<T> source, in TensorSpan<T> destination) 188public static ref readonly TensorSpan<T> Concatenate<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 200public static ref readonly TensorSpan<T> ConcatenateOnDimension<T>(int dimension, scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 429/// Fills the given <see cref="TensorSpan{T}"/> with random data in a Gaussian normal distribution. <see cref="Random"/> 433/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 436public static ref readonly TensorSpan<T> FillGaussianNormalDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 452/// Fills the given <see cref="TensorSpan{T}"/> with random data in a uniform distribution. <see cref="Random"/> 456/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 459public static ref readonly TensorSpan<T> FillUniformDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 473/// 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."/> 477/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 488/// 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."/> 493/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 494public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 504/// 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."/> 508/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 519/// 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."/> 524/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 525public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 601public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, T value) 615public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, scoped in ReadOnlyTensorSpan<T> values) 653public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 688public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 718public static ref readonly TensorSpan<bool> GreaterThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 834public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 869public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 899public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1015public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1050public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1080public static ref readonly TensorSpan<bool> LessThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1196public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1231public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1261public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1481/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 1483public static TensorSpan<T> Reshape<T>(this scoped in TensorSpan<T> tensor, scoped ReadOnlySpan<nint> lengths) 1548TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, strides, tensor.IsPinned); 1557/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 1655/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1656public static void ResizeTo<T>(scoped in Tensor<T> tensor, in TensorSpan<T> destination) 1665/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1666/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1667public static void ResizeTo<T>(scoped in TensorSpan<T> tensor, in TensorSpan<T> destination) 1677/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1678public static void ResizeTo<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 1719/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1721public static ref readonly TensorSpan<T> Reverse<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 1730/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1733public static ref readonly TensorSpan<T> ReverseDimension<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination, int dimension) 1772public static bool SequenceEqual<T>(this scoped in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> other) 1813public static ref readonly TensorSpan<T> SetSlice<T>(this in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> values, params scoped ReadOnlySpan<NRange> ranges) 1942/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove all dimensions of length 1.</param> 1943public static TensorSpan<T> Squeeze<T>(this scoped in TensorSpan<T> tensor) 1952/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove dimension of length 1.</param> 1954public static TensorSpan<T> SqueezeDimension<T>(this scoped in TensorSpan<T> tensor, int dimension) 1998TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, lengths[..rank], strides[..rank], tensor.IsPinned); 2118public static ref readonly TensorSpan<T> Stack<T>(scoped in ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 2129public static ref readonly TensorSpan<T> StackAlongDimension<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination, int dimension) 2156/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/> 2158/// <param name="tensor">The <see cref="TensorSpan{T}"/> you want to represent as a string.</param> 2161public static string ToString<T>(this in TensorSpan<T> tensor, ReadOnlySpan<nint> maximumLengths) 2288/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2289public static bool TryBroadcastTo<T>(this Tensor<T> tensor, in TensorSpan<T> destination) 2298/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 2299/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2300public static bool TryBroadcastTo<T>(in this TensorSpan<T> tensor, in TensorSpan<T> destination) 2310/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2311public static bool TryBroadcastTo<T>(in this ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 2363/// <param name="tensor">The <see cref="TensorSpan{T}"/> to add a dimension of length 1.</param> 2365public static TensorSpan<T> Unsqueeze<T>(this scoped in TensorSpan<T> tensor, int dimension) 2391TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, newStrides, tensor.IsPinned); 2450/// Takes the absolute value of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2452/// <param name="x">The <see cref="TensorSpan{T}"/> to take the abs of.</param> 2453/// <param name="destination">The <see cref="TensorSpan{T}"/> destination.</param> 2454public static ref readonly TensorSpan<T> Abs<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2479/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 2481public static ref readonly TensorSpan<T> Acos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2504/// 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. 2506/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 2508public static ref readonly TensorSpan<T> Acosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2531/// 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. 2535public static ref readonly TensorSpan<T> AcosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2577public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2586/// Adds <paramref name="y"/> to each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2591public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2614/// Takes the inverse sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2618public static ref readonly TensorSpan<T> Asin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2641/// 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. 2645public static ref readonly TensorSpan<T> Asinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2668/// 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. 2672public static ref readonly TensorSpan<T> AsinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2695/// Takes the arc tangent of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2699public static ref readonly TensorSpan<T> Atan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2723/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2728public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2750/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2755public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2777/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2782public static ref readonly TensorSpan<T> Atan2<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2806/// 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. 2811public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2820/// 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. 2833/// 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. 2838public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2847/// 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. 2860/// 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. 2865public static ref readonly TensorSpan<T> Atan2Pi<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2888/// 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. 2892public static ref readonly TensorSpan<T> Atanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2915/// 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. 2919public static ref readonly TensorSpan<T> AtanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2932/// <param name="x">The <see cref="TensorSpan{T}"/> to take the mean of.</param> 2960/// 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. 2965public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2987/// 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. 2992public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3016/// 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. 3021public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3043/// 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. 3048public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3071/// Computes the element-wise cube root of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3075public static ref readonly TensorSpan<T> Cbrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3098/// Computes the element-wise ceiling of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3102public static ref readonly TensorSpan<T> Ceiling<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3127/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3130/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3132public static ref readonly TensorSpan<TTo> ConvertChecked<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3158/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3161/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3163public static ref readonly TensorSpan<TTo> ConvertSaturating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3189/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3192/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3194public static ref readonly TensorSpan<TTo> ConvertTruncating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3237public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, T sign, in TensorSpan<T> destination) 3246/// 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. 3251public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> sign, in TensorSpan<T> destination) 3274/// Takes the cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3278public static ref readonly TensorSpan<T> Cos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3301/// Takes the hyperbolic cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3305public static ref readonly TensorSpan<T> Cosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3353/// <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> 3368public static ref readonly TensorSpan<T> CosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3395public static ref readonly TensorSpan<T> DegreesToRadians<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3462/// Divides each element of <paramref name="x"/> by <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3467public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3476/// Divides <paramref name="x"/> by each element of <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result."/> 3481public static ref readonly TensorSpan<T> Divide<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3491/// a new <see cref="TensorSpan{T}"/> with the result. 3496public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3539public static ref readonly TensorSpan<T> Exp<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3566public static ref readonly TensorSpan<T> Exp10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3589public static ref readonly TensorSpan<T> Exp10M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3612public static ref readonly TensorSpan<T> Exp2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3635public static ref readonly TensorSpan<T> Exp2M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3658public static ref readonly TensorSpan<T> ExpM1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3681public static ref readonly TensorSpan<T> Floor<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3712public static ref readonly TensorSpan<T> Hypot<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3739public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3762public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3785public static ref readonly TensorSpan<T> Ieee754Remainder<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3808public static ref readonly TensorSpan<int> ILogB<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<int> destination) 3882public static ref readonly TensorSpan<T> LeadingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3905/// Takes the natural logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3909public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3932public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3955public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3978/// 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. 3982public static ref readonly TensorSpan<T> Log10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4005/// 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. 4009public static ref readonly TensorSpan<T> Log10P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4032/// 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. 4036public static ref readonly TensorSpan<T> Log2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4059/// 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. 4063public static ref readonly TensorSpan<T> Log2P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4086/// 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. 4090public static ref readonly TensorSpan<T> LogP1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4130public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4153public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4193public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4216public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4256public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4279public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4319public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4342public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4382public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4405public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4445public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4468public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4508public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4531public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4571public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4594public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4632/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4637public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4646/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4652public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4675public static ref readonly TensorSpan<T> Negate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4712public static ref readonly TensorSpan<T> OnesComplement<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4735public static ref readonly TensorSpan<T> PopCount<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4760public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4783public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4806public static ref readonly TensorSpan<T> Pow<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4841public static ref readonly TensorSpan<T> RadiansToDegrees<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4864public static ref readonly TensorSpan<T> Reciprocal<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4889public static ref readonly TensorSpan<T> RootN<T>(scoped in ReadOnlyTensorSpan<T> x, int n, in TensorSpan<T> destination) 4916public static ref readonly TensorSpan<T> RotateLeft<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 4943public static ref readonly TensorSpan<T> RotateRight<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 4966public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4991public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, MidpointRounding mode, in TensorSpan<T> destination) 5014public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, in TensorSpan<T> destination) 5037public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, MidpointRounding mode, in TensorSpan<T> destination) 5060public static ref readonly TensorSpan<T> Sigmoid<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5083/// Takes the sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5087public static ref readonly TensorSpan<T> Sin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5110public static ref readonly TensorSpan<T> Sinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5133public static ref readonly TensorSpan<T> SinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5159public static ref readonly TensorSpan<T> SoftMax<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5185/// Takes the square root of each element of the <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5189public static ref readonly TensorSpan<T> Sqrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5202/// <param name="x">The <see cref="TensorSpan{T}"/> to take the standard deviation of.</param> 5257/// Subtracts <paramref name="y"/> from each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5262public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5271/// Subtracts each element of <paramref name="y"/> from <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5276public static ref readonly TensorSpan<T> Subtract<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5285/// Subtracts each element of <paramref name="x"/> from <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5290public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5343public static ref readonly TensorSpan<T> Tan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5366public static ref readonly TensorSpan<T> Tanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5389public static ref readonly TensorSpan<T> TanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5412public static ref readonly TensorSpan<T> TrailingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5435public static ref readonly TensorSpan<T> Truncate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5460public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5482/// Computes the element-wise Xor of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5487public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination)

80/// <inheritdoc cref="TensorSpan{T}.this[ReadOnlySpan{nint}]" /> 86/// <inheritdoc cref="TensorSpan{T}.this[ReadOnlySpan{NIndex}]" /> 92/// <inheritdoc cref="TensorSpan{T}.this[ReadOnlySpan{NRange}]" /> 131public static implicit operator TensorSpan<T>(Tensor<T> tensor) => tensor.AsTensorSpan(); 133/// <inheritdoc cref="TensorSpan{T}.implicit operator ReadOnlyTensorSpan{T}(in TensorSpan{T})" /> 149public TensorSpan<T> AsTensorSpan() => new TensorSpan<T>(ref Unsafe.Add(ref MemoryMarshal.GetArrayDataReference(_values), _start), in _shape); 152public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes) => AsTensorSpan().Slice(startIndexes); 155public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes) => AsTensorSpan().Slice(startIndexes); 158public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges) => AsTensorSpan().Slice(ranges); 163/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 164public void CopyTo(scoped in TensorSpan<T> destination) 267/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 268public bool TryCopyTo(scoped in TensorSpan<T> destination) => AsReadOnlyTensorSpan().TryCopyTo(destination); 274/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/>

14private readonly TensorSpan<T> _tensor; 19internal TensorDimensionSpan(TensorSpan<T> tensor, int dimension) 42public TensorSpan<T> this[nint index] 68: IEnumerator<TensorSpan<T>> 81public 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)

26: ITensor<TensorSpan<T>, T> 30public static TensorSpan<T> Empty => default; 166public TensorSpan<T> this[params scoped ReadOnlySpan<NRange> ranges] 199public static bool operator ==(in TensorSpan<T> left, in TensorSpan<T> right) 204public static bool operator !=(in TensorSpan<T> left, in TensorSpan<T> right) => !(left == right); 209public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 214public static implicit operator ReadOnlyTensorSpan<T>(scoped in TensorSpan<T> tensor) => 232/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 233public void CopyTo(scoped in TensorSpan<T> destination) 282public TensorSpan<T> Slice(params scoped ReadOnlySpan<nint> startIndexes) 292public TensorSpan<T> Slice(params scoped ReadOnlySpan<NIndex> startIndexes) 302public TensorSpan<T> Slice(params scoped ReadOnlySpan<NRange> ranges) 314/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 315public bool TryCopyTo(scoped in TensorSpan<T> destination) => AsReadOnlyTensorSpan().TryCopyTo(destination); 333ref readonly T IReadOnlyTensor<TensorSpan<T>, T>.this[params scoped ReadOnlySpan<NIndex> indexes] => ref this[indexes]; 335ref readonly T IReadOnlyTensor<TensorSpan<T>, T>.this[params scoped ReadOnlySpan<nint> indexes] => ref this[indexes]; 337ReadOnlyTensorDimensionSpan<T> IReadOnlyTensor<TensorSpan<T>, T>.GetDimensionSpan(int dimension) => GetDimensionSpan(dimension); 339ref readonly T IReadOnlyTensor<TensorSpan<T>, T>.GetPinnableReference() => ref GetPinnableReference(); 341TensorSpan<T> IReadOnlyTensor<TensorSpan<T>, T>.ToDenseTensor() 343TensorSpan<T> result = this; 386static TensorSpan<T> ITensor<TensorSpan<T>, T>.Create(scoped ReadOnlySpan<nint> lengths, bool pinned) => Tensor.Create<T>(lengths, pinned); 388static TensorSpan<T> ITensor<TensorSpan<T>, T>.Create(scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides, bool pinned) => Tensor.Create<T>(lengths, strides, pinned); 390static TensorSpan<T> ITensor<TensorSpan<T>, T>.CreateUninitialized(scoped ReadOnlySpan<nint> lengths, bool pinned) => Tensor.CreateUninitialized<T>(lengths, pinned); 392static TensorSpan<T> ITensor<TensorSpan<T>, T>.CreateUninitialized(scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides, bool pinned) => Tensor.CreateUninitialized<T>(lengths, strides, pinned); 394TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan() => this; 396TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes) => Slice(startIndexes); 398TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes) => Slice(startIndexes); 400TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges) => Slice(ranges); 406private readonly TensorSpan<T> _span; 411internal Enumerator(TensorSpan<T> span)

13public TensorSpanDebugView(TensorSpan<T> span)