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); 81/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 83public static void BroadcastTo<T>(this Tensor<T> source, in TensorSpan<T> destination) 96/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 97/// <param name="destination">Other <see cref="TensorSpan{T}"/> to make shapes broadcastable.</param> 98public static void BroadcastTo<T>(in this TensorSpan<T> source, in TensorSpan<T> destination) 111/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 113public static void BroadcastTo<T>(in this ReadOnlyTensorSpan<T> source, in TensorSpan<T> destination) 129/// <param name="input">Input <see cref="TensorSpan{T}"/>.</param> 132internal static TensorSpan<T> LazyBroadcast<T>(in TensorSpan<T> input, ReadOnlySpan<nint> shape) 161TensorSpan<T> output = new TensorSpan<T>(ref input._reference, shape, strides, input._shape._memoryLength); 172/// <param name="input">Input <see cref="TensorSpan{T}"/>.</param> 204TensorSpan<T> output = new TensorSpan<T>(ref input._reference, shape, strides, input._shape._memoryLength); 324public static ref readonly TensorSpan<T> Concatenate<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 336public static ref readonly TensorSpan<T> ConcatenateOnDimension<T>(int dimension, scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 434/// 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."/> 438/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 459/// 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."/> 464/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 465public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 515/// 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."/> 519/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 530/// 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."/> 535/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 536public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 746public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, T value) 772public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, scoped in ReadOnlyTensorSpan<T> values) 836public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 911public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 971public static ref readonly TensorSpan<bool> GreaterThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1045public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1120public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1180public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1748public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1823public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1883public static ref readonly TensorSpan<bool> LessThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1957public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 2032public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 2092public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 2640TensorSpan<T> ospan; 2641TensorSpan<T> ispan; 2782/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 2784public static TensorSpan<T> Reshape<T>(in this TensorSpan<T> tensor, params scoped ReadOnlySpan<nint> lengths) 2844TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, arrLengths, strides, tensor._shape._memoryLength); 2853/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 2945/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 2946public static void ResizeTo<T>(scoped in Tensor<T> tensor, in TensorSpan<T> destination) 2960/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 2961/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 2962public static void ResizeTo<T>(scoped in TensorSpan<T> tensor, in TensorSpan<T> destination) 2977/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 2978public static void ResizeTo<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 3019/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 3021public static ref readonly TensorSpan<T> Reverse<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 3030/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 3033public static ref readonly TensorSpan<T> ReverseDimension<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination, int dimension) 3104public static bool SequenceEqual<T>(this scoped in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> other) 3135SetSlice((TensorSpan<T>)tensor, values, ranges); 3146public static ref readonly TensorSpan<T> SetSlice<T>(this in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> values, params scoped ReadOnlySpan<NRange> ranges) 3148TensorSpan<T> srcSpan; 3226TensorSpan<T> oslice = outputs[i].AsTensorSpan().Slice(outputs[i]._lengths); 3308/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove all dimensions of length 1.</param> 3309public static TensorSpan<T> Squeeze<T>(in this TensorSpan<T> tensor) 3318/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove dimension of length 1.</param> 3320public static TensorSpan<T> SqueezeDimension<T>(in this TensorSpan<T> tensor, int dimension) 3460public static ref readonly TensorSpan<T> Stack<T>(scoped in ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 3471public static ref readonly TensorSpan<T> StackAlongDimension<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination, int dimension) 3496/// Creates a <see cref="string"/> representation of the <see cref="TensorSpan{T}"/>."/> 3498/// <param name="tensor">The <see cref="TensorSpan{T}"/> you want to represent as a string.</param> 3501public static string ToString<T>(this in TensorSpan<T> tensor, params ReadOnlySpan<nint> maximumLengths) => 3592/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 3593public static bool TryBroadcastTo<T>(this Tensor<T> tensor, in TensorSpan<T> destination) 3602/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 3603/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 3604public static bool TryBroadcastTo<T>(in this TensorSpan<T> tensor, in TensorSpan<T> destination) 3614/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 3615public static bool TryBroadcastTo<T>(in this ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 3670/// <param name="tensor">The <see cref="TensorSpan{T}"/> to add a dimension of length 1.</param> 3672public static TensorSpan<T> Unsqueeze<T>(in this TensorSpan<T> tensor, int dimension) 3757/// Takes the absolute value of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3759/// <param name="x">The <see cref="TensorSpan{T}"/> to take the abs of.</param> 3760/// <param name="destination">The <see cref="TensorSpan{T}"/> destination.</param> 3761public static ref readonly TensorSpan<T> Abs<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3784/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 3786public static ref readonly TensorSpan<T> Acos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3807/// 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. 3809/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 3811public static ref readonly TensorSpan<T> Acosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3832/// 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. 3836public static ref readonly TensorSpan<T> AcosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3885public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3892/// Adds <paramref name="y"/> to each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3897public static ref readonly TensorSpan<T> Add<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3918/// Takes the inverse sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3922public static ref readonly TensorSpan<T> Asin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3943/// 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. 3947public static ref readonly TensorSpan<T> Asinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3968/// 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. 3972public static ref readonly TensorSpan<T> AsinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3993/// Takes the arc tangent 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> Atan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4028/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4033public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4054/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4059public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4080/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4085public static ref readonly TensorSpan<T> Atan2<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4116/// 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. 4121public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4128/// 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. 4142/// 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. 4147public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4154/// 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. 4168/// 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. 4173public static ref readonly TensorSpan<T> Atan2Pi<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4195/// 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. 4199public static ref readonly TensorSpan<T> Atanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4220/// 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. 4224public static ref readonly TensorSpan<T> AtanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4235/// <param name="x">The <see cref="TensorSpan{T}"/> to take the mean of.</param> 4268/// 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. 4273public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4294/// 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. 4299public static ref readonly TensorSpan<T> BitwiseAnd<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4330/// 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. 4335public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4356/// 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. 4361public static ref readonly TensorSpan<T> BitwiseOr<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4382/// Computes the element-wise cube root of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4386public static ref readonly TensorSpan<T> Cbrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4407/// Computes the element-wise ceiling of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4411public static ref readonly TensorSpan<T> Ceiling<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4435/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 4438/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 4440public static ref readonly TensorSpan<TTo> ConvertChecked<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 4465/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 4468/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 4470public static ref readonly TensorSpan<TTo> ConvertSaturating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 4495/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 4498/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 4500public static ref readonly TensorSpan<TTo> ConvertTruncating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 4551public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, T sign, in TensorSpan<T> destination) 4558/// 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. 4563public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> sign, in TensorSpan<T> destination) 4584/// Takes the cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4588public static ref readonly TensorSpan<T> Cos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4609/// Takes the hyperbolic cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4613public static ref readonly TensorSpan<T> Cosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4656public static ref readonly TensorSpan<T> CosineSimilarity<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4725/// <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> 4740public static ref readonly TensorSpan<T> CosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4765public static ref readonly TensorSpan<T> DegreesToRadians<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4836/// Divides each element of <paramref name="x"/> by <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4841public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4848/// Divides <paramref name="x"/> by each element of <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result."/> 4853public static ref readonly TensorSpan<T> Divide<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4861/// a new <see cref="TensorSpan{T}"/> with the result. 4866public static ref readonly TensorSpan<T> Divide<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4904public static ref readonly TensorSpan<T> Exp<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4929public static ref readonly TensorSpan<T> Exp10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4950public static ref readonly TensorSpan<T> Exp10M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4971public static ref readonly TensorSpan<T> Exp2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4992public static ref readonly TensorSpan<T> Exp2M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5013public static ref readonly TensorSpan<T> ExpM1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5034public static ref readonly TensorSpan<T> Floor<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5072public static ref readonly TensorSpan<T> Hypot<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5106public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5128public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5150public static ref readonly TensorSpan<T> Ieee754Remainder<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5171public static ref readonly TensorSpan<int> ILogB<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<int> destination) 5242public static ref readonly TensorSpan<T> LeadingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5263/// Takes the natural logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5267public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5297public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5319public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5340/// 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. 5344public static ref readonly TensorSpan<T> Log10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5365/// 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. 5369public static ref readonly TensorSpan<T> Log10P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5390/// 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. 5394public static ref readonly TensorSpan<T> Log2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5415/// 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. 5419public static ref readonly TensorSpan<T> Log2P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5440/// 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. 5444public static ref readonly TensorSpan<T> LogP1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5484public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5505public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5545public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5566public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5606public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5627public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5667public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5688public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5728public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5749public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5789public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5810public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5850public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5871public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5880/// <param name="x">The input <see cref="TensorSpan{T}"/>..</param> 5911public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 5932public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5977/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5982public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 5992/// Multiplies each element of <paramref name="x"/> with <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 5998public static ref readonly TensorSpan<T> Multiply<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6019public static ref readonly TensorSpan<T> Negate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6052public static ref readonly TensorSpan<T> OnesComplement<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6073public static ref readonly TensorSpan<T> PopCount<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6105public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6127public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6149public static ref readonly TensorSpan<T> Pow<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6180public static ref readonly TensorSpan<T> RadiansToDegrees<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6201public static ref readonly TensorSpan<T> Reciprocal<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6224public static ref readonly TensorSpan<T> RootN<T>(scoped in ReadOnlyTensorSpan<T> x, int n, in TensorSpan<T> destination) 6255public static ref readonly TensorSpan<T> RotateLeft<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 6286public static ref readonly TensorSpan<T> RotateRight<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 6313public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6336public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, MidpointRounding mode, in TensorSpan<T> destination) 6363public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, in TensorSpan<T> destination) 6390public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, MidpointRounding mode, in TensorSpan<T> destination) 6417public static ref readonly TensorSpan<T> Sigmoid<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6438/// Takes the sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6442public static ref readonly TensorSpan<T> Sin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6463public static ref readonly TensorSpan<T> Sinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6484public static ref readonly TensorSpan<T> SinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6505public static ref readonly TensorSpan<T> SoftMax<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6526/// Takes the square root of each element of the <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6530public static ref readonly TensorSpan<T> Sqrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6541/// <param name="x">The <see cref="TensorSpan{T}"/> to take the standard deviation of.</param> 6600/// Subtracts <paramref name="y"/> from each element of <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6605public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6612/// Subtracts each element of <paramref name="y"/> from <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6617public static ref readonly TensorSpan<T> Subtract<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6624/// Subtracts each element of <paramref name="x"/> from <paramref name="y"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6629public static ref readonly TensorSpan<T> Subtract<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6676public static ref readonly TensorSpan<T> Tan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6697public static ref readonly TensorSpan<T> Tanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6718public static ref readonly TensorSpan<T> TanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6739public static ref readonly TensorSpan<T> TrailingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6760public static ref readonly TensorSpan<T> Truncate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 6792public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 6812/// Computes the element-wise Xor of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 6817public static ref readonly TensorSpan<T> Xor<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 6902TensorSpan<T> broadcastedLeft = new TensorSpan<T>(new T[newLength], newLengths, ReadOnlySpan<nint>.Empty); 6903TensorSpan<T> broadcastedRight = new TensorSpan<T>(new T[newLength], newLengths, ReadOnlySpan<nint>.Empty); 6913private static ref readonly TensorSpan<TOut> TensorPrimitivesHelperSpanInSpanOut<TIn, TOut>(scoped in ReadOnlyTensorSpan<TIn> input, in TensorSpan<TOut> destination, PerformCalculationSpanInSpanOut<TIn, TOut> performCalculation) 6920TensorSpan<TOut> slicedDestination = destination.Slice(input._shape.Lengths); 6967private static ref readonly TensorSpan<T> TensorPrimitivesHelperSpanInTInSpanOut<T>(scoped in ReadOnlyTensorSpan<T> input, T value, in TensorSpan<T> destination, PerformCalculationSpanInTInSpanOut<T> performCalculation) 6973TensorSpan<T> slicedDestination = destination.Slice(input._shape.Lengths); 7019private static ref readonly TensorSpan<T> TensorPrimitivesHelperTInSpanInSpanOut<T>(T value, scoped in ReadOnlyTensorSpan<T> input, in TensorSpan<T> destination, PerformCalculationTInSpanInSpanOut<T> performCalculation) 7025TensorSpan<T> slicedDestination = destination.Slice(input._shape.Lengths); 7071private static ref readonly TensorSpan<T> TensorPrimitivesHelperTwoSpanInSpanOut<T>(scoped in ReadOnlyTensorSpan<T> left, scoped in ReadOnlyTensorSpan<T> right, in TensorSpan<T> destination, PerformCalculationTwoSpanInSpanOut<T> performCalculation) 7075TensorSpan<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)