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elementwise_unary_operation< Backend::EIGEN3, Operand, ReturnType, UnaryOp > Struct Template Reference

Detailed Description

template<class Operand, class ReturnType, class UnaryOp>
struct shogun::linalg::implementation::elementwise_unary_operation< Backend::EIGEN3, Operand, ReturnType, UnaryOp >

Specialization for elementwise_unary_operation with EIGEN3 backend. The operand types MUST be of CPU types (SGMatrix/SGVector).

Definition at line 116 of file ElementwiseUnaryOperation.h.

Public Types

using T = typename Operand::Scalar
using ST = typename UnaryOp::return_type

Static Public Member Functions

static void compute (Operand operand, ReturnType result, UnaryOp unary_op)

Member Typedef Documentation

using ST = typename UnaryOp::return_type

The scalar type of the result

Definition at line 122 of file ElementwiseUnaryOperation.h.

using T = typename Operand::Scalar

The scalar type of the operand

Definition at line 119 of file ElementwiseUnaryOperation.h.

Member Function Documentation

static void compute ( Operand  operand,
ReturnType  result,
UnaryOp  unary_op 

Method compute that computes element-wise UnaryOp operation for the Operand using EIGEN3 backend.

operandThe operand on which element-wise unary operation has to be performed
resultThe result of applying the unary operator on each scalar of the operand

Definition at line 139 of file ElementwiseUnaryOperation.h.

The documentation for this struct was generated from the following file:

SHOGUN Machine Learning Toolbox - Documentation