Detailed Description

template<typename ContainerOperands = std::tuple<>, typename ContainerGradients = std::tuple<>>
class stan::math::precomputed_gradients_vari_template< ContainerOperands, ContainerGradients >

A variable implementation taking a sequence of operands and partial derivatives with respect to the operands.

Stan users should use function precomputed_gradients() directly.

Template Parameters

ContainerOperands	tuple of any container operands ((optionally std vector of) var_value containing Eigen types)
ContainerGradients	tuple of any container gradients (Eigen types)

Definition at line 29 of file precomputed_gradients.hpp.

#include <precomputed_gradients.hpp>

Inheritance diagram for stan::math::precomputed_gradients_vari_template< ContainerOperands, ContainerGradients >:

Public Member Functions
template<typename... ContainerOps, typename... ContainerGrads>
	precomputed_gradients_vari_template (double val, size_t size, vari *varis, double gradients, const std::tuple< ContainerOps... > &container_operands=std::tuple<>(), const std::tuple< ContainerGrads... > &container_gradients=std::tuple<>())
	Construct a precomputed vari with the specified value, operands, gradients and optionally container operands and containers of gradients.

template<typename Arith , typename VecVar , typename VecArith , typename... ContainerOps, typename... ContainerGrads, require_all_vector_t< VecVar, VecArith > * = nullptr>
	precomputed_gradients_vari_template (Arith val, const VecVar &vars, const VecArith &gradients, const std::tuple< ContainerOps... > &container_operands=std::tuple<>(), const std::tuple< ContainerGrads... > &container_gradients=std::tuple<>())
	Construct a precomputed vari with the specified value, operands, gradients and optionally container operands and containers of gradients.

void	chain ()
	Implements the chain rule for this variable, using the prestored operands and gradient.

Protected Member Functions
template<size_t... Is>
void	check_sizes (std::index_sequence< Is... >)
	Checks that sizes of containers in container operands and container_gradients match.

Protected Attributes
const size_t	size_

vari **	varis_

double *	gradients_

ContainerOperands	container_operands_

ContainerGradients	container_gradients_

Static Protected Attributes
static constexpr size_t	N_containers = std::tuple_size<ContainerOperands>::value

Private Member Functions
template<typename Op , typename Grad , require_all_not_std_vector_t< Op, Grad > * = nullptr>
void	chain_one (Op &op, const Grad &grad)
	Implements the chain rule for one non-`std::vector` operand.

template<typename Op , typename OpAlloc , typename Grad , typename GradAlloc >
void	chain_one (const std::vector< Op, OpAlloc > &op, const std::vector< Grad, GradAlloc > &grad)
	Implements the chain rule for one `std::vector` operand.

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

stan/math/rev/core/precomputed_gradients.hpp

Detailed Description

Public Member Functions

Protected Member Functions

Protected Attributes

Static Protected Attributes

Private Member Functions