Automatic differentation of STensor objects infrastructure. More...

#include "inc/stensor/stensor_base.h"
#include <set>
#include <map>

Include dependency graph for ad_computenode.h:

This graph shows which files directly or indirectly include this file:

Classes
class	syten::STensorImpl::Autodiff::ComputeNode
	Describes an individual function call as part of a computation. More...

Namespaces
namespace	syten
	Syten namespace.

namespace	syten::STensorImpl
	Contains all ‘smart’ tensor related classes and functions.

namespace	syten::STensorImpl::Autodiff
	Contains classes and functions to deal with autodifferentiation of STensor objects.

Functions
ComputeNodePtr	syten::STensorImpl::Autodiff::create (std::string &&opname_, Vec< Pair< ComputeNodePtr, Size > > &&input_nodes_, Vec< STensorId > &&output_ids_, AdjointEvaluator &&func_, Vec< STensor > &&output_shapes_, Vec< AsyncCached< STensor > > &&cached_tensors_={})
	Helper to create a new ComputeNode and return a shared pointer to it. More...

ComputeNodePtr	syten::STensorImpl::Autodiff::create_primer (ComputeNodePtr input_node_ptr, Size input_node_number, STensorId output_id, std::int8_t value, SBasis basis_on_tensor, STensor const &shapelike)
	Helper to create a priming ComputeNode and a return a shared pointer to it. More...

STensorId	syten::STensorImpl::Autodiff::new_id ()
	Generates a new tensor ID larger than 999 to be used by auto-generated tensors. More...

STensor	syten::STensorImpl::Autodiff::return_first_output_adjoint (ComputeNode &node, Size input_number, STensorId const result_id)
	AdjointEvaluator-typed function which simply returns the output adjoint of the first output. More...

Detailed Description

Automatic differentation of STensor objects infrastructure.

Classes