spatialml:securemr/com.pico.spatial.ml.securemr/PipelineArithmeticScope

PipelineArithmeticScope

@RequiresApi(value = 27)

class PipelineArithmeticScope

The scope for arithmetic operations between Tensor in Pipeline.

Note: each individual scope must not contain more than 10 Tensors.

Constructors

PipelineArithmeticScope

constructor()

Types

TensorArithmetic

class TensorArithmetic

The interim results of arithmetic operations of tensors, which represents an expression tree of tensors involved in the arithmetic operations. In such a tree, each leaf node is a Tensor, where as a non-leaf node denote an arithmetic op.

Functions

acos

fun acos(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Inverse trigonometric arccosine operation. Computes the elementwise arccosine of a matrix evaluated from the matrix expression.

fun acos(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Inverse trigonometric arccosine operation. Computes the elementwise arccosine of a matrix.

asin

fun asin(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Inverse trigonometric arcsine operation. Computes the elementwise arcsine of a matrix evaluated from the matrix expression.

fun asin(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Inverse trigonometric arcsine operation. Computes the elementwise arcsine of a matrix.

atan

fun atan(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Inverse trigonometric arctangent operation. Computes the elementwise arctangent of a matrix evaluated from the matrix expression.

fun atan(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Inverse trigonometric arctangent operation. Computes the elementwise arctangent of a matrix.

cos

fun cos(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Trigonometric cosine operation. Computes the elementwise cosine of a matrix evaluated from the matrix expression.

fun cos(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Trigonometric cosine operation. Computes the elementwise cosine of a matrix.

cosh

fun cosh(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Hyperbolic cosine operation. Computes the elementwise hyperbolic cosine of a matrix evaluated from the matrix expression.

fun cosh(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Hyperbolic cosine operation. Computes the elementwise hyperbolic cosine of a matrix.

div

operator fun PipelineArithmeticScope.TensorArithmetic.div(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Elementwise division. The matrix evaluated from the left-hand-side expression will be divided by the matrix evaluated from the right-hand-side expression element-by-element.

operator fun PipelineArithmeticScope.TensorArithmetic.div(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Elementwise division. The matrix evaluated from the left-hand-side expression will be divided by the right-hand-side tensor element-by-element.

operator fun PipelineArithmeticScope.TensorArithmetic.div(other: Double): PipelineArithmeticScope.TensorArithmetic

Scalar division. The matrix evaluated from the tensor expression will be divided element-by-element by a scalar value.

operator fun Tensor.div(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Elementwise division. The left-hand-side tensor will be divided by the matrix evaluated from the right-hand-side expression element-by-element.

operator fun Tensor.div(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Elementwise division. The left-hand-side tensor will be divided by the right-hand-side tensor element-by-element.

operator fun Tensor.div(other: Double): PipelineArithmeticScope.TensorArithmetic

Scalar division. The tensor will be divided element-by-element by a scalar value.

inv

fun inv(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Matrix inverse operation. Computes the inverse of a matrix evaluated from the square matrix expression.

fun inv(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Matrix inverse operation. Computes the inverse of a square matrix.

minus

operator fun PipelineArithmeticScope.TensorArithmetic.minus(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. The matrix evaluated from the right-hand-side expression will be subtracted from the matrix evaluated from the left-hand-side expression element-by-element.

operator fun PipelineArithmeticScope.TensorArithmetic.minus(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. The right-hand-side tensor will be subtracted from the matrix evaluated from the left-hand-side expression element-by-element.

operator fun PipelineArithmeticScope.TensorArithmetic.minus(other: Double): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. A scalar value will be subtracted from the matrix evaluated from the tensor expression element-by-element.

operator fun Tensor.minus(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. The matrix evaluated from the right-hand-side expression will be subtracted from the left-hand-side tensor element-by-element.

operator fun Tensor.minus(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. The right-hand-side tensor will be subtracted from the left-hand-side tensor element-by-element.

operator fun Tensor.minus(other: Double): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. A scalar value will be subtracted from the tensor element-by-element.

operator fun Double.minus(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. The matrix evaluated from the tensor expression will be subtracted from a scalar value element-by-element.

operator fun Double.minus(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Arithmetic subtraction. The tensor will be subtracted from a scalar value element-by-element.

plus

operator fun PipelineArithmeticScope.TensorArithmetic.plus(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. The matrices evaluated from the left-hand-side and the right-hand-side expressions will be added element-by-element.

operator fun PipelineArithmeticScope.TensorArithmetic.plus(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. The matrix evaluated from the left-hand-side expression and the right-hand-side tensor will be added element-by-element.

operator fun PipelineArithmeticScope.TensorArithmetic.plus(other: Double): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. The matrix evaluated from the tensor expression will be added element-by-element with a scalar value.

operator fun Tensor.plus(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. The left-hand-side tensor and the matrix evaluated from the right-hand-side expression will be added element-by-element.

operator fun Tensor.plus(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. The left-hand-side and the right-hand-side will be added element-by-element.

operator fun Tensor.plus(other: Double): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. The tensor will be added element-by-element with a scalar value.

operator fun Double.plus(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. A scalar value will be added element-by-element to the matrix evaluated from the tensor expression.

operator fun Double.plus(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Arithmetic addition. A scalar value will be added element-by-element to the tensor.

power

fun PipelineArithmeticScope.TensorArithmetic.power(exponent: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Matrix power operation. The matrix evaluated from the tensor expression will be raised to the power of the matrix evaluated from the exponent expression element-by-element.

fun PipelineArithmeticScope.TensorArithmetic.power(exponent: Tensor): PipelineArithmeticScope.TensorArithmetic

Matrix power operation. The matrix evaluated from the tensor expression will be raised to the power of the exponent tensor element-by-element.

fun PipelineArithmeticScope.TensorArithmetic.power(other: Double): PipelineArithmeticScope.TensorArithmetic

Scalar power operation. The matrix evaluated from the tensor expression will be raised to the power of a scalar value element-by-element.

fun Tensor.power(exponent: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Matrix power operation. The tensor will be raised to the power of the matrix evaluated from the exponent expression element-by-element.

fun Tensor.power(exponent: Tensor): PipelineArithmeticScope.TensorArithmetic

Matrix power operation. The tensor will be raised to the power of the exponent tensor.

fun Tensor.power(other: Double): PipelineArithmeticScope.TensorArithmetic

Scalar power operation. The tensor will be raised to the power of a scalar value element-by-element.

fun Double.power(exponent: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Scalar power operation. A scalar value will be raised to the power of the matrix evaluated from the exponent expression.

fun Double.power(exponent: Tensor): PipelineArithmeticScope.TensorArithmetic

Scalar power operation. A scalar value will be raised to the power of the exponent tensor.

sin

fun sin(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Trigonometric sine operation. Computes the elementwise sine of a matrix evaluated from the matrix expression.

fun sin(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Trigonometric sine operation. Computes the elementwise sine of a matrix.

sinh

fun sinh(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Hyperbolic sine operation. Computes the elementwise hyperbolic sine of a matrix evaluated from the matrix expression.

fun sinh(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Hyperbolic sine operation. Computes the elementwise hyperbolic sine of a matrix.

fun PipelineArithmeticScope.TensorArithmetic.T(): PipelineArithmeticScope.TensorArithmetic

Matrix transpose operation. Computes the transpose of a matrix evaluated from the matrix expression.

fun Tensor.T(): PipelineArithmeticScope.TensorArithmetic

Matrix transpose operation. Computes the transpose of a matrix.

tan

fun tan(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Trigonometric tangent operation. Computes the elementwise tangent of a matrix evaluated from the matrix expression.

fun tan(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Trigonometric tangent operation. Computes the elementwise tangent of a matrix.

tanh

fun tanh(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Hyperbolic tangent operation. Computes the elementwise hyperbolic tangent of a matrix evaluated from the matrix expression.

fun tanh(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Hyperbolic tangent operation. Computes the elementwise hyperbolic tangent of a matrix.

times

operator fun PipelineArithmeticScope.TensorArithmetic.times(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Matrix multiplication. The matrices evaluated from the left-hand-side and the right-hand-side expressions will be multiplied using matrix multiplication.

operator fun PipelineArithmeticScope.TensorArithmetic.times(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Matrix multiplication. The matrix evaluated from the left-hand-side expression and the right-hand-side tensor will be multiplied using matrix multiplication.

operator fun PipelineArithmeticScope.TensorArithmetic.times(other: Double): PipelineArithmeticScope.TensorArithmetic

Scalar multiplication. The matrix evaluated from the tensor expression will be multiplied element-by-element with a scalar value.

operator fun Tensor.times(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Matrix multiplication. The left-hand-side tensor and the matrix evaluated from the right-hand-side expression will be multiplied using matrix multiplication rules.

operator fun Tensor.times(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Matrix multiplication. The left-hand-side and the right-hand-side tensors will be multiplied using matrix multiplication rules.

operator fun Tensor.times(other: Double): PipelineArithmeticScope.TensorArithmetic

Scalar multiplication. The tensor will be multiplied element-by-element with a scalar value.

operator fun Double.times(other: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Scalar multiplication. A scalar value will be multiplied element-by-element with the matrix evaluated from the tensor expression.

operator fun Double.times(other: Tensor): PipelineArithmeticScope.TensorArithmetic

Scalar multiplication. A scalar value will be multiplied element-by-element with the tensor.

transpose

fun transpose(value: PipelineArithmeticScope.TensorArithmetic): PipelineArithmeticScope.TensorArithmetic

Matrix transpose operation. Computes the transpose of a matrix evaluated from the matrix expression.

fun transpose(value: Tensor): PipelineArithmeticScope.TensorArithmetic

Matrix transpose operation. Computes the transpose of a matrix.