667public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array);

96/// <returns>The converted <see cref="TensorSpan{T}"/>.</returns> 97TensorSpan<T> AsTensorSpan(); 103/// <returns>The converted <see cref="TensorSpan{T}"/>.</returns> 104TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> start); 110/// <returns>The converted <see cref="TensorSpan{T}"/>.</returns> 111TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndex); 117/// <returns>The converted <see cref="TensorSpan{T}"/>.</returns> 118TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> range);

387/// Gets a value indicating whether this <see cref="TensorSpan{T}"/> is empty. 393/// Gets the length of each dimension in this <see cref="TensorSpan{T}"/>. 399/// Gets the rank, or number of dimensions, of this <see cref="TensorSpan{T}"/>. 404/// Gets the strides of this <see cref="TensorSpan{T}"/>. 561TensorSpan<T> destinationSlice = destination.Slice(tempLengths); 617TensorSpan<T> destinationSlice = destination.Slice(tempLengths); 639/// Defines an implicit conversion of an array to a <see cref="TensorSpan{T}"/>.

235TensorSpan<T> srcSpan; 376/// Defines an implicit conversion of a <see cref="Tensor{T}"/> to a <see cref="TensorSpan{T}"/>. 378public static implicit operator TensorSpan<T>(Tensor<T> value) => new TensorSpan<T>(ref MemoryMarshal.GetArrayDataReference(value._values), value._lengths, value._strides, value._flattenedLength); 381/// Defines an implicit conversion of a <see cref="Tensor{T}"/> to a <see cref="TensorSpan{T}"/>. 386/// Converts this <see cref="Tensor{T}"/> to a <see cref="TensorSpan{T}"/> pointing to the same backing memory."/> 388/// <returns><see cref="TensorSpan{T}"/></returns> 389public TensorSpan<T> AsTensorSpan() => new TensorSpan<T>(ref MemoryMarshal.GetArrayDataReference(_values), _lengths, _strides, _flattenedLength); 392/// Converts this <see cref="Tensor{T}"/> to a <see cref="TensorSpan{T}"/> pointing to the same backing memory based on the provided ranges."/> 394/// <param name="start">The ranges you want in the <see cref="TensorSpan{T}"/>.</param> 395/// <returns><see cref="TensorSpan{T}"/> based on the provided ranges.</returns> 396public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> start) => AsTensorSpan().Slice(start); 399/// Converts this <see cref="Tensor{T}"/> to a <see cref="TensorSpan{T}"/> pointing to the same backing memory based on the provided start locations."/> 401/// <param name="start">The start location you want in the <see cref="TensorSpan{T}"/>.</param> 402/// <returns><see cref="TensorSpan{T}"/> based on the provided ranges.</returns> 403public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> start) => Slice(start); 406/// Converts this <see cref="Tensor{T}"/> to a <see cref="TensorSpan{T}"/> pointing to the same backing memory based on the provided start indexes."/> 408/// <param name="startIndex">The ranges you want in the <see cref="TensorSpan{T}"/>.</param> 409/// <returns><see cref="TensorSpan{T}"/> based on the provided ranges.</returns> 410public TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndex) => AsTensorSpan().Slice(startIndex); 464TensorSpan<T> s = AsTensorSpan(start); 656/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/>

182/// Fills the given <see cref="TensorSpan{T}"/> with random data in a Gaussian normal distribution. <see cref="System.Random"/> 186/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 189public static ref readonly TensorSpan<T> FillGaussianNormalDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 199/// Fills the given <see cref="TensorSpan{T}"/> with random data in a uniform distribution. <see cref="System.Random"/> 203/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 206public static ref readonly TensorSpan<T> FillUniformDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T>

32/// <param name="lengths">The shape for the <see cref="TensorSpan{T}"/></param> 43/// <param name="lengths">The shape for the <see cref="TensorSpan{T}"/></param> 45public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, params scoped ReadOnlySpan<nint> lengths) => new(array, 0, lengths, default); 52/// <param name="x">The <see cref="TensorSpan{T}"/> to take the mean of.</param> 95/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 97public static void BroadcastTo<T>(this Tensor<T> source, in TensorSpan<T> destination) 110/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 111/// <param name="destination">Other <see cref="TensorSpan{T}"/> to make shapes broadcastable.</param> 112public static void BroadcastTo<T>(in this TensorSpan<T> source, in TensorSpan<T> destination) 125/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 127public static void BroadcastTo<T>(in this ReadOnlyTensorSpan<T> source, in TensorSpan<T> destination) 143/// <param name="input">Input <see cref="TensorSpan{T}"/>.</param> 146internal static TensorSpan<T> LazyBroadcast<T>(in TensorSpan<T> input, ReadOnlySpan<nint> shape) 175TensorSpan<T> output = new TensorSpan<T>(ref input._reference, shape, strides, input._shape._memoryLength); 186/// <param name="input">Input <see cref="TensorSpan{T}"/>.</param> 218TensorSpan<T> output = new TensorSpan<T>(ref input._reference, shape, strides, input._shape._memoryLength); 338public static ref readonly TensorSpan<T> Concatenate<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 350public static ref readonly TensorSpan<T> ConcatenateOnDimension<T>(int dimension, scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 448/// 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."/> 452/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 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."/> 478/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 479public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 529/// 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."/> 533/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 544/// 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."/> 549/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 550public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 760public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, T value) 786public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, scoped in ReadOnlyTensorSpan<T> values) 850public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 925public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 985public static ref readonly TensorSpan<bool> GreaterThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1059public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1134public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1194public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1762public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1837public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1897public static ref readonly TensorSpan<bool> LessThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1971public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 2046public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 2106public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 2654TensorSpan<T> ospan; 2655TensorSpan<T> ispan; 2796/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 2798public static TensorSpan<T> Reshape<T>(in this TensorSpan<T> tensor, params scoped ReadOnlySpan<nint> lengths) 2858TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, arrLengths, strides, tensor._shape._memoryLength); 2867/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 2959/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 2960public static void ResizeTo<T>(scoped in Tensor<T> tensor, in TensorSpan<T> destination) 2974/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 2975/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 2976public static void ResizeTo<T>(scoped in TensorSpan<T> tensor, in TensorSpan<T> destination) 2991/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 2992public static void ResizeTo<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 3033/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 3035public static ref readonly TensorSpan<T> Reverse<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 3044/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 3047public static ref readonly TensorSpan<T> ReverseDimension<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination, int dimension) 3118public static bool SequenceEqual<T>(this scoped in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> other) 3149SetSlice((TensorSpan<T>)tensor, values, ranges); 3160public static ref readonly TensorSpan<T> SetSlice<T>(this in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> values, params scoped ReadOnlySpan<NRange> ranges) 3162TensorSpan<T> srcSpan; 3240TensorSpan<T> oslice = outputs[i].AsTensorSpan().Slice(outputs[i]._lengths); 3322/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove all dimensions of length 1.</param> 3323public static TensorSpan<T> Squeeze<T>(in this TensorSpan<T> tensor) 3332/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove dimension of length 1.</param> 3334public static TensorSpan<T> SqueezeDimension<T>(in this TensorSpan<T> tensor, int dimension) 3474public static ref readonly TensorSpan<T> Stack<T>(scoped in ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 3485public static ref readonly TensorSpan<T> StackAlongDimension<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination, int dimension) 3512/// <param name="x">The <see cref="TensorSpan{T}"/> to take the standard deviation of.</param> 3529/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/> 3531/// <param name="tensor">The <see cref="TensorSpan{T}"/> you want to represent as a string.</param> 3534public static string ToString<T>(this in TensorSpan<T> tensor, params ReadOnlySpan<nint> maximumLengths) => 3625/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 3626public static bool TryBroadcastTo<T>(this Tensor<T> tensor, in TensorSpan<T> destination) 3635/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 3636/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 3637public static bool TryBroadcastTo<T>(in this TensorSpan<T> tensor, in TensorSpan<T> destination) 3647/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 3648public static bool TryBroadcastTo<T>(in this ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 3703/// <param name="tensor">The <see cref="TensorSpan{T}"/> to add a dimension of length 1.</param> 3705public static TensorSpan<T> Unsqueeze<T>(in this TensorSpan<T> tensor, int dimension) 3790/// Takes the absolute value of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3792/// <param name="x">The <see cref="TensorSpan{T}"/> to take the abs of.</param> 3793/// <param name="destination">The <see cref="TensorSpan{T}"/> destination.</param> 3794public static ref readonly TensorSpan<T> Abs<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3817/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 3819public static ref readonly TensorSpan<T> Acos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3840/// 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. 3842/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 3844public static ref readonly TensorSpan<T> Acosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3865/// 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. 3869public static ref readonly TensorSpan<T> AcosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3918public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3925/// Adds <paramref name="y"/> to each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3930public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3951/// Takes the inverse sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3955public static ref readonly TensorSpan<T> Asin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3976/// 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. 3980public static ref readonly TensorSpan<T> Asinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4001/// 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. 4005public static ref readonly TensorSpan<T> AsinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4026/// Takes the arc tangent of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4030public static ref readonly TensorSpan<T> Atan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4061/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4066public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4087/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4092public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4113/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4118public static ref readonly TensorSpan<T> Atan2<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4149/// 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. 4154public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4161/// 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. 4175/// 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. 4180public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4187/// 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. 4201/// 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. 4206public static ref readonly TensorSpan<T> Atan2Pi<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4228/// 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. 4232public static ref readonly TensorSpan<T> Atanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4253/// 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. 4257public static ref readonly TensorSpan<T> AtanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4288/// 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. 4293public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4314/// 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. 4319public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4350/// 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. 4355public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4376/// 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. 4381public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4402/// Computes the element-wise cube root of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4406public static ref readonly TensorSpan<T> Cbrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4427/// Computes the element-wise ceiling of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4431public static ref readonly TensorSpan<T> Ceiling<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4455/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 4458/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 4460public static ref readonly TensorSpan<TTo> ConvertChecked<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 4485/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 4488/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 4490public static ref readonly TensorSpan<TTo> ConvertSaturating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 4515/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 4518/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 4520public static ref readonly TensorSpan<TTo> ConvertTruncating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 4571public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, T sign, in TensorSpan<T> destination) 4578/// 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. 4583public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> sign, in TensorSpan<T> destination) 4604/// Takes the cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4608public static ref readonly TensorSpan<T> Cos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4629/// Takes the hyperbolic cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4633public static ref readonly TensorSpan<T> Cosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4676public static ref readonly TensorSpan<T> CosineSimilarity<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4745/// <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> 4760public static ref readonly TensorSpan<T> CosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4785public static ref readonly TensorSpan<T> DegreesToRadians<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4856/// Divides each element of <paramref name="x"/> by <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4861public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4868/// Divides <paramref name="x"/> by each element of <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result."/> 4873public static ref readonly TensorSpan<T> Divide<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4881/// a new <see cref="TensorSpan{T}"/> with the result. 4886public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4924public static ref readonly TensorSpan<T> Exp<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4949public static ref readonly TensorSpan<T> Exp10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4970public static ref readonly TensorSpan<T> Exp10M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4991public static ref readonly TensorSpan<T> Exp2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5012public static ref readonly TensorSpan<T> Exp2M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5033public static ref readonly TensorSpan<T> ExpM1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5054public static ref readonly TensorSpan<T> Floor<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5092public static ref readonly TensorSpan<T> Hypot<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5126public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5148public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5170public static ref readonly TensorSpan<T> Ieee754Remainder<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5191public static ref readonly TensorSpan<int> ILogB<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<int> destination) 5262public static ref readonly TensorSpan<T> LeadingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5283/// Takes the natural logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5287public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5317public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5339public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5360/// 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. 5364public static ref readonly TensorSpan<T> Log10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5385/// 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. 5389public static ref readonly TensorSpan<T> Log10P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5410/// 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. 5414public static ref readonly TensorSpan<T> Log2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5435/// 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. 5439public static ref readonly TensorSpan<T> Log2P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5460/// 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. 5464public static ref readonly TensorSpan<T> LogP1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5504public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5525public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5565public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5586public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5626public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5647public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5687public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5708public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5748public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5769public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5809public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5830public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5870public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5891public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5900/// <param name="x">The input <see cref="TensorSpan{T}"/>..</param> 5931public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5952public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5997/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6002public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6012/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6018public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6039public static ref readonly TensorSpan<T> Negate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6072public static ref readonly TensorSpan<T> OnesComplement<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6093public static ref readonly TensorSpan<T> PopCount<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6125public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6147public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6169public static ref readonly TensorSpan<T> Pow<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6200public static ref readonly TensorSpan<T> RadiansToDegrees<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6221public static ref readonly TensorSpan<T> Reciprocal<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6244public static ref readonly TensorSpan<T> RootN<T>(scoped in ReadOnlyTensorSpan<T> x, int n, in TensorSpan<T> destination) 6275public static ref readonly TensorSpan<T> RotateLeft<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 6306public static ref readonly TensorSpan<T> RotateRight<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 6333public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6356public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, MidpointRounding mode, in TensorSpan<T> destination) 6383public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, in TensorSpan<T> destination) 6410public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, MidpointRounding mode, in TensorSpan<T> destination) 6437public static ref readonly TensorSpan<T> Sigmoid<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6458/// Takes the sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6462public static ref readonly TensorSpan<T> Sin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6483public static ref readonly TensorSpan<T> Sinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6504public static ref readonly TensorSpan<T> SinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6525public static ref readonly TensorSpan<T> SoftMax<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6546/// Takes the square root of each element of the <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6550public static ref readonly TensorSpan<T> Sqrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6607/// Subtracts <paramref name="y"/> from each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6612public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6619/// Subtracts each element of <paramref name="y"/> from <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6624public static ref readonly TensorSpan<T> Subtract<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6631/// Subtracts each element of <paramref name="x"/> from <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6636public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6683public static ref readonly TensorSpan<T> Tan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6704public static ref readonly TensorSpan<T> Tanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6725public static ref readonly TensorSpan<T> TanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6746public static ref readonly TensorSpan<T> TrailingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6767public static ref readonly TensorSpan<T> Truncate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6799public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6819/// Computes the element-wise Xor of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6824public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6909TensorSpan<T> broadcastedLeft = new TensorSpan<T>(new T[newLength], newLengths, ReadOnlySpan<nint>.Empty); 6910TensorSpan<T> broadcastedRight = new TensorSpan<T>(new T[newLength], newLengths, ReadOnlySpan<nint>.Empty); 6920private static ref readonly TensorSpan<TOut> TensorPrimitivesHelperSpanInSpanOut<TIn, TOut>(scoped in ReadOnlyTensorSpan<TIn> input, in TensorSpan<TOut> destination, PerformCalculationSpanInSpanOut<TIn, TOut> performCalculation) 6927TensorSpan<TOut> slicedDestination = destination.Slice(input._shape.Lengths); 6974private static ref readonly TensorSpan<T> TensorPrimitivesHelperSpanInTInSpanOut<T>(scoped in ReadOnlyTensorSpan<T> input, T value, in TensorSpan<T> destination, PerformCalculationSpanInTInSpanOut<T> performCalculation) 6980TensorSpan<T> slicedDestination = destination.Slice(input._shape.Lengths); 7026private static ref readonly TensorSpan<T> TensorPrimitivesHelperTInSpanInSpanOut<T>(T value, scoped in ReadOnlyTensorSpan<T> input, in TensorSpan<T> destination, PerformCalculationTInSpanInSpanOut<T> performCalculation) 7032TensorSpan<T> slicedDestination = destination.Slice(input._shape.Lengths); 7078private static ref readonly TensorSpan<T> TensorPrimitivesHelperTwoSpanInSpanOut<T>(scoped in ReadOnlyTensorSpan<T> left, scoped in ReadOnlyTensorSpan<T> right, in TensorSpan<T> destination, PerformCalculationTwoSpanInSpanOut<T> performCalculation) 7082TensorSpan<T> slicedDestination = destination.Slice(newSize);

111/// Creates a new <see cref="TensorSpan{T}"/> over the provided <see cref="Span{T}"/>. The new <see cref="TensorSpan{T}"/> will 118/// Creates a new <see cref="TensorSpan{T}"/> over the provided <see cref="Span{T}"/> using the specified lengths and strides. 142/// Creates a new <see cref="TensorSpan{T}"/> over the provided <see cref="Array"/>. The new <see cref="TensorSpan{T}"/> will 157/// Creates a new <see cref="TensorSpan{T}"/> over the provided <see cref="Array"/> using the specified start offsets, lengths, and strides. 206/// Creates a new <see cref="TensorSpan{T}"/> over the provided <see cref="Array"/> using the specified start offsets, lengths, and strides. 374public TensorSpan<T> this[params scoped ReadOnlySpan<NRange> ranges] 393/// Gets a value indicating whether this <see cref="TensorSpan{T}"/> is empty. 399/// Gets the length of each dimension in this <see cref="TensorSpan{T}"/>. 405/// Gets the rank, aka the number of dimensions, of this <see cref="TensorSpan{T}"/>. 410/// Gets the strides of this <see cref="TensorSpan{T}"/> 419public static bool operator !=(TensorSpan<T> left, TensorSpan<T> right) => !(left == right); 425public static bool operator ==(TensorSpan<T> left, TensorSpan<T> right) => 455/// Returns an empty <see cref="TensorSpan{T}"/> 457public static TensorSpan<T> Empty => default; 462/// <summary>Enumerates the elements of a <see cref="TensorSpan{T}"/>.</summary> 466private readonly TensorSpan<T> _span; 475internal Enumerator(TensorSpan<T> span) 590TensorSpan<T> destinationSlice = destination.Slice(tempLengths); 644TensorSpan<T> destinationSlice = destination.Slice(tempLengths); 665/// Implicitly converts an array to a <see cref="TensorSpan{T}"/>. 667public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 670/// Implicitly converts a <see cref="TensorSpan{T}"/> to a <see cref="ReadOnlyTensorSpan{T}"/> 672public static implicit operator ReadOnlyTensorSpan<T>(TensorSpan<T> span) => 689public TensorSpan<T> Slice(params scoped ReadOnlySpan<NIndex> indexes) 704internal TensorSpan<T> Slice(params scoped ReadOnlySpan<nint> lengths) 720public TensorSpan<T> Slice(params scoped ReadOnlySpan<NRange> ranges) 725TensorSpan<T> toReturn;

15public TensorSpanDebugView(TensorSpan<T> span)