33/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[])" /> 35=> new TensorSpan<T>(array); 37/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint})" /> 39=> new TensorSpan<T>(array, lengths); 41/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint} , ReadOnlySpan{nint})" /> 43=> new TensorSpan<T>(array, lengths, strides); 45/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], int, ReadOnlySpan{nint}, ReadOnlySpan{nint})" /> 46public 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); 1515TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, strides, tensor.IsPinned); 2026TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, lengths[..rank], strides[..rank], tensor.IsPinned); 2468TensorSpan<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);

206public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 302return new TensorSpan<T>( 312return new TensorSpan<T>( 322return new TensorSpan<T>(

23return new TensorSpan<T>(ref Unsafe.AsRef(ref data), dataLength, lengths, strides, pinned);

54void CopyTo(scoped in TensorSpan<T> destination); 117bool TryCopyTo(scoped in TensorSpan<T> destination);

70TensorSpan<T> AsTensorSpan(); 75TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes); 78TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes); 83TensorSpan<T> AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges);

329/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 330public void CopyTo(scoped in TensorSpan<T> destination) 447/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 448public bool TryCopyTo(scoped in TensorSpan<T> destination)

33/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[])" /> 34public static TensorSpan<T> AsTensorSpan<T>(this T[]? array) 37/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint})" /> 38public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, scoped ReadOnlySpan<nint> lengths) 41/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], ReadOnlySpan{nint} , ReadOnlySpan{nint})" /> 42public static TensorSpan<T> AsTensorSpan<T>(this T[]? array, scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides) 45/// <inheritdoc cref="TensorSpan{T}.TensorSpan(T[], int, ReadOnlySpan{nint}, ReadOnlySpan{nint})" /> 46public 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); 80/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 82public static void BroadcastTo<T>(this Tensor<T> source, in TensorSpan<T> destination) 91/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 92/// <param name="destination">Other <see cref="TensorSpan{T}"/> to make shapes broadcastable.</param> 93public static void BroadcastTo<T>(in this TensorSpan<T> source, in TensorSpan<T> destination) 102/// <param name="source">Input <see cref="TensorSpan{T}"/>.</param> 104public static void BroadcastTo<T>(in this ReadOnlyTensorSpan<T> source, in TensorSpan<T> destination) 187public static ref readonly TensorSpan<T> Concatenate<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 199public static ref readonly TensorSpan<T> ConcatenateOnDimension<T>(int dimension, scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 279private static void ConcatenateOnDimensionToSpan<T>(int dimension, scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination, Span<T> dstSpan) 366/// Fills the given <see cref="TensorSpan{T}"/> with random data in a Gaussian normal distribution. <see cref="Random"/> 370/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 373public static ref readonly TensorSpan<T> FillGaussianNormalDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 390TensorSpan<T>.Enumerator enumerator = destination.GetEnumerator(); 404/// Fills the given <see cref="TensorSpan{T}"/> with random data in a uniform distribution. <see cref="Random"/> 408/// <param name="destination">The destination <see cref="TensorSpan{T}"/> where the data will be stored.</param> 411public static ref readonly TensorSpan<T> FillUniformDistribution<T>(in TensorSpan<T> destination, Random? random = null) where T : IFloatingPoint<T> 425TensorSpan<T>.Enumerator enumerator = destination.GetEnumerator(); 440/// 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."/> 444/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 455/// 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."/> 460/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 461public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 471/// 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."/> 475/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 486/// 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."/> 491/// <returns>A <see cref="TensorSpan{Boolean}"/> where the value is true if the elements are equal and false if they are not.</returns> 492public static ref readonly TensorSpan<bool> Equals<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 568public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, T value) 582public static ref readonly TensorSpan<T> FilteredUpdate<T>(in this TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<bool> filter, scoped in ReadOnlyTensorSpan<T> values) 620public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 655public static ref readonly TensorSpan<bool> GreaterThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 685public static ref readonly TensorSpan<bool> GreaterThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 801public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 836public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 866public static ref readonly TensorSpan<bool> GreaterThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 982public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1017public static ref readonly TensorSpan<bool> LessThan<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1047public static ref readonly TensorSpan<bool> LessThan<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1163public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1198public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<bool> destination) 1228public static ref readonly TensorSpan<bool> LessThanOrEqual<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<bool> destination) 1448/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 1450public static TensorSpan<T> Reshape<T>(this scoped in TensorSpan<T> tensor, scoped ReadOnlySpan<nint> lengths) 1515TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, strides, tensor.IsPinned); 1524/// <param name="tensor"><see cref="TensorSpan{T}"/> you want to reshape.</param> 1643/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1644public static void ResizeTo<T>(scoped in Tensor<T> tensor, in TensorSpan<T> destination) 1653/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1654/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1655public static void ResizeTo<T>(scoped in TensorSpan<T> tensor, in TensorSpan<T> destination) 1665/// <param name="destination">Destination <see cref="TensorSpan{T}"/> with the desired new shape.</param> 1666public static void ResizeTo<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 1685TensorSpan<T>.Enumerator dstEnumerator = destination.GetEnumerator(); 1728/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1730public static ref readonly TensorSpan<T> Reverse<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 1739/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 1742public static ref readonly TensorSpan<T> ReverseDimension<T>(scoped in ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination, int dimension) 1781public static bool SequenceEqual<T>(this scoped in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> other) 1841public static ref readonly TensorSpan<T> SetSlice<T>(this in TensorSpan<T> tensor, scoped in ReadOnlyTensorSpan<T> values, params scoped ReadOnlySpan<NRange> ranges) 1970/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove all dimensions of length 1.</param> 1971public static TensorSpan<T> Squeeze<T>(this scoped in TensorSpan<T> tensor) 1980/// <param name="tensor">The <see cref="TensorSpan{T}"/> to remove dimension of length 1.</param> 1982public static TensorSpan<T> SqueezeDimension<T>(this scoped in TensorSpan<T> tensor, int dimension) 2026TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, lengths[..rank], strides[..rank], tensor.IsPinned); 2146public static ref readonly TensorSpan<T> Stack<T>(scoped in ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination) 2157public static ref readonly TensorSpan<T> StackAlongDimension<T>(scoped ReadOnlySpan<Tensor<T>> tensors, in TensorSpan<T> destination, int dimension) 2365/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2366public static bool TryBroadcastTo<T>(this Tensor<T> tensor, in TensorSpan<T> destination) 2375/// <param name="tensor">Input <see cref="TensorSpan{T}"/>.</param> 2376/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2377public static bool TryBroadcastTo<T>(in this TensorSpan<T> tensor, in TensorSpan<T> destination) 2387/// <param name="destination">Destination <see cref="TensorSpan{T}"/>.</param> 2388public static bool TryBroadcastTo<T>(in this ReadOnlyTensorSpan<T> tensor, in TensorSpan<T> destination) 2440/// <param name="tensor">The <see cref="TensorSpan{T}"/> to add a dimension of length 1.</param> 2442public static TensorSpan<T> Unsqueeze<T>(this scoped in TensorSpan<T> tensor, int dimension) 2468TensorSpan<T> output = new TensorSpan<T>(ref tensor._reference, tensor._shape.LinearLength, newLengths, newStrides, tensor.IsPinned); 2527/// Takes the absolute value of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2529/// <param name="x">The <see cref="TensorSpan{T}"/> to take the abs of.</param> 2530/// <param name="destination">The <see cref="TensorSpan{T}"/> destination.</param> 2531public static ref readonly TensorSpan<T> Abs<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2556/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 2558public static ref readonly TensorSpan<T> Acos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2581/// 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. 2583/// <param name="x">The <see cref="TensorSpan{T}"/> to take the sin of.</param> 2585public static ref readonly TensorSpan<T> Acosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2608/// 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. 2612public static ref readonly TensorSpan<T> AcosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2635/// Takes the inverse sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2639public static ref readonly TensorSpan<T> Asin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2662/// 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. 2666public static ref readonly TensorSpan<T> Asinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2689/// 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. 2693public static ref readonly TensorSpan<T> AsinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2716/// Takes the arc tangent of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2720public static ref readonly TensorSpan<T> Atan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2744/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2749public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2771/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2776public static ref readonly TensorSpan<T> Atan2<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2798/// Takes the arc tangent of the two input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2803public static ref readonly TensorSpan<T> Atan2<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2827/// 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. 2832public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2841/// 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. 2854/// 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. 2859public static ref readonly TensorSpan<T> Atan2Pi<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 2868/// 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. 2881/// 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. 2886public static ref readonly TensorSpan<T> Atan2Pi<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 2909/// 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. 2913public static ref readonly TensorSpan<T> Atanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2936/// 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. 2940public static ref readonly TensorSpan<T> AtanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 2953/// <param name="x">The <see cref="TensorSpan{T}"/> to take the mean of.</param> 2980/// Computes the element-wise cube root of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 2984public static ref readonly TensorSpan<T> Cbrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3007/// Computes the element-wise ceiling of the input <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3011public static ref readonly TensorSpan<T> Ceiling<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3036/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3039/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3041public static ref readonly TensorSpan<TTo> ConvertChecked<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3067/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3070/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3072public static ref readonly TensorSpan<TTo> ConvertSaturating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3098/// Copies <paramref name="source"/> to a new <see cref="TensorSpan{TTo}"/> converting each <typeparamref name="TFrom"/> 3101/// <param name="source">The input <see cref="TensorSpan{TFrom}"/>.</param> 3103public static ref readonly TensorSpan<TTo> ConvertTruncating<TFrom, TTo>(scoped in ReadOnlyTensorSpan<TFrom> source, in TensorSpan<TTo> destination) 3146public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, T sign, in TensorSpan<T> destination) 3155/// 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. 3160public static ref readonly TensorSpan<T> CopySign<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> sign, in TensorSpan<T> destination) 3183/// Takes the cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3187public static ref readonly TensorSpan<T> Cos<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3210/// Takes the hyperbolic cosine of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3214public static ref readonly TensorSpan<T> Cosh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3262/// <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> 3277public static ref readonly TensorSpan<T> CosPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3304public static ref readonly TensorSpan<T> DegreesToRadians<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3363public static ref readonly TensorSpan<T> Exp<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3390public static ref readonly TensorSpan<T> Exp10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3413public static ref readonly TensorSpan<T> Exp10M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3436public static ref readonly TensorSpan<T> Exp2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3459public static ref readonly TensorSpan<T> Exp2M1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3482public static ref readonly TensorSpan<T> ExpM1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3505public static ref readonly TensorSpan<T> Floor<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3536public static ref readonly TensorSpan<T> Hypot<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3563public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3586public static ref readonly TensorSpan<T> Ieee754Remainder<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3609public static ref readonly TensorSpan<T> Ieee754Remainder<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3632public static ref readonly TensorSpan<int> ILogB<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<int> destination) 3786public static ref readonly TensorSpan<T> LeadingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3809/// Takes the natural logarithm of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 3813public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3836public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 3859public static ref readonly TensorSpan<T> Log<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 3882/// 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. 3886public static ref readonly TensorSpan<T> Log10<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3909/// 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. 3913public static ref readonly TensorSpan<T> Log10P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3936/// 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. 3940public static ref readonly TensorSpan<T> Log2<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3963/// 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. 3967public static ref readonly TensorSpan<T> Log2P1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 3990/// 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. 3994public static ref readonly TensorSpan<T> LogP1<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4034public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4057public static ref readonly TensorSpan<T> Max<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4097public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4120public static ref readonly TensorSpan<T> MaxMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4160public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4183public static ref readonly TensorSpan<T> MaxMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4223public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4246public static ref readonly TensorSpan<T> MaxNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4286public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4309public static ref readonly TensorSpan<T> Min<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4349public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4372public static ref readonly TensorSpan<T> MinMagnitude<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4412public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4435public static ref readonly TensorSpan<T> MinMagnitudeNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4475public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4498public static ref readonly TensorSpan<T> MinNumber<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4535public static ref readonly TensorSpan<T> PopCount<T>(scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4560public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4583public static ref readonly TensorSpan<T> Pow<T>(scoped in ReadOnlyTensorSpan<T> x, T y, in TensorSpan<T> destination) 4606public static ref readonly TensorSpan<T> Pow<T>(T x, scoped in ReadOnlyTensorSpan<T> y, in TensorSpan<T> destination) 4641public static ref readonly TensorSpan<T> RadiansToDegrees<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4664public static ref readonly TensorSpan<T> Reciprocal<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4689public static ref readonly TensorSpan<T> RootN<T>(scoped in ReadOnlyTensorSpan<T> x, int n, in TensorSpan<T> destination) 4716public static ref readonly TensorSpan<T> RotateLeft<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 4743public static ref readonly TensorSpan<T> RotateRight<T>(scoped in ReadOnlyTensorSpan<T> x, int rotateAmount, in TensorSpan<T> destination) 4766public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4791public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, MidpointRounding mode, in TensorSpan<T> destination) 4814public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, int digits, in TensorSpan<T> destination) 4837public static ref readonly TensorSpan<T> Round<T>(scoped in ReadOnlyTensorSpan<T> x, MidpointRounding mode, in TensorSpan<T> destination) 4860public static ref readonly TensorSpan<T> Sigmoid<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4883/// Takes the sin of each element of the <see cref="ReadOnlyTensorSpan{T}"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4887public static ref readonly TensorSpan<T> Sin<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4910public static ref readonly TensorSpan<T> Sinh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4933public static ref readonly TensorSpan<T> SinPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4959public static ref readonly TensorSpan<T> SoftMax<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 4985/// Takes the square root of each element of the <paramref name="x"/> and returns a new <see cref="TensorSpan{T}"/> with the result. 4989public static ref readonly TensorSpan<T> Sqrt<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5002/// <param name="x">The <see cref="TensorSpan{T}"/> to take the standard deviation of.</param> 5059public static ref readonly TensorSpan<T> Tan<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5082public static ref readonly TensorSpan<T> Tanh<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5105public static ref readonly TensorSpan<T> TanPi<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5128public static ref readonly TensorSpan<T> TrailingZeroCount<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 5151public static ref readonly TensorSpan<T> Truncate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination)

26public static ref readonly TensorSpan<T> OnesComplement<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 53extension<TScalar>(TensorSpan<TScalar>) 57public static Tensor<TScalar> operator ~(in TensorSpan<TScalar> tensor) => OnesComplement<TScalar>(tensor);

24public static ref readonly TensorSpan<T> Negate<T>(scoped in ReadOnlyTensorSpan<T> x, in TensorSpan<T> destination) 51extension<TScalar>(TensorSpan<TScalar>) 55public static Tensor<TScalar> operator -(in TensorSpan<TScalar> tensor) => Negate<TScalar>(tensor);

27extension<TScalar>(TensorSpan<TScalar>) 31public static TensorSpan<TScalar> operator +(in TensorSpan<TScalar> tensor) => tensor;

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) 273/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 274public bool TryCopyTo(scoped in TensorSpan<T> destination) => AsReadOnlyTensorSpan().TryCopyTo(destination);

14private readonly TensorSpan<T> _tensor; 19internal TensorDimensionSpan(TensorSpan<T> tensor, int dimension) 42public TensorSpan<T> this[nint index] 66public ref struct Enumerator : IEnumerator<TensorSpan<T>> 78public 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)

24public readonly ref struct TensorSpan<T> : ITensor<TensorSpan<T>, T> 27public static TensorSpan<T> Empty => default; 163public TensorSpan<T> this[params scoped ReadOnlySpan<NRange> ranges] 196public static bool operator ==(in TensorSpan<T> left, in TensorSpan<T> right) 201public static bool operator !=(in TensorSpan<T> left, in TensorSpan<T> right) => !(left == right); 206public static implicit operator TensorSpan<T>(T[]? array) => new TensorSpan<T>(array); 211public static implicit operator ReadOnlyTensorSpan<T>(scoped in TensorSpan<T> tensor) => 229/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.CopyTo(in TensorSpan{T})" /> 230public void CopyTo(scoped in TensorSpan<T> destination) 299public TensorSpan<T> Slice(params scoped ReadOnlySpan<nint> startIndexes) 309public TensorSpan<T> Slice(params scoped ReadOnlySpan<NIndex> startIndexes) 319public TensorSpan<T> Slice(params scoped ReadOnlySpan<NRange> ranges) 334/// <inheritdoc cref="IReadOnlyTensor{TSelf, T}.TryCopyTo(in TensorSpan{T})" /> 335public bool TryCopyTo(scoped in TensorSpan<T> destination) => AsReadOnlyTensorSpan().TryCopyTo(destination); 390ref readonly T IReadOnlyTensor<TensorSpan<T>, T>.this[params scoped ReadOnlySpan<NIndex> indexes] => ref this[indexes]; 392ref readonly T IReadOnlyTensor<TensorSpan<T>, T>.this[params scoped ReadOnlySpan<nint> indexes] => ref this[indexes]; 394ReadOnlyTensorDimensionSpan<T> IReadOnlyTensor<TensorSpan<T>, T>.GetDimensionSpan(int dimension) => GetDimensionSpan(dimension); 396ref readonly T IReadOnlyTensor<TensorSpan<T>, T>.GetPinnableReference() => ref GetPinnableReference(); 398ReadOnlySpan<T> IReadOnlyTensor<TensorSpan<T>, T>.GetSpan(scoped ReadOnlySpan<nint> startIndexes, int length) => AsReadOnlyTensorSpan().GetSpan(startIndexes, length); 400ReadOnlySpan<T> IReadOnlyTensor<TensorSpan<T>, T>.GetSpan(scoped ReadOnlySpan<NIndex> startIndexes, int length) => AsReadOnlyTensorSpan().GetSpan(startIndexes, length); 402TensorSpan<T> IReadOnlyTensor<TensorSpan<T>, T>.ToDenseTensor() 404TensorSpan<T> result = this; 447static TensorSpan<T> ITensor<TensorSpan<T>, T>.CreateFromShape(scoped ReadOnlySpan<nint> lengths, bool pinned) => Tensor.CreateFromShape<T>(lengths, pinned); 449static TensorSpan<T> ITensor<TensorSpan<T>, T>.CreateFromShape(scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides, bool pinned) => Tensor.CreateFromShape<T>(lengths, strides, pinned); 451static TensorSpan<T> ITensor<TensorSpan<T>, T>.CreateFromShapeUninitialized(scoped ReadOnlySpan<nint> lengths, bool pinned) => Tensor.CreateFromShapeUninitialized<T>(lengths, pinned); 453static TensorSpan<T> ITensor<TensorSpan<T>, T>.CreateFromShapeUninitialized(scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides, bool pinned) => Tensor.CreateFromShapeUninitialized<T>(lengths, strides, pinned); 455TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan() => this; 457TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan(params scoped ReadOnlySpan<nint> startIndexes) => Slice(startIndexes); 459TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan(params scoped ReadOnlySpan<NIndex> startIndexes) => Slice(startIndexes); 461TensorSpan<T> ITensor<TensorSpan<T>, T>.AsTensorSpan(params scoped ReadOnlySpan<NRange> ranges) => Slice(ranges); 466private readonly TensorSpan<T> _span; 471internal Enumerator(TensorSpan<T> span)

12public TensorSpanDebugView(TensorSpan<T> span)

9/// <summary>Provides methods to interoperate with <see cref="Tensor{T}" />, <see cref="TensorSpan{T}" />, and <see cref="ReadOnlyTensorSpan{T}" />.</summary> 21public static TensorSpan<T> CreateTensorSpan<T>(scoped ref T data, nint dataLength, scoped ReadOnlySpan<nint> lengths, scoped ReadOnlySpan<nint> strides, bool pinned) 45public static ref T GetReference<T>(in TensorSpan<T> tensorSpan)