autograd.hpp File Reference

Reverse-mode autodiff – walks a ComputationGraph backward, accumulating gradients via per-node backward functions supplied by the caller. More...

#include <functional>
#include <unordered_map>
#include <utility>
#include <vector>
#include "pulsatrix/computation_graph.hpp"
#include "pulsatrix/node.hpp"
#include "pulsatrix/tensor.hpp"

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Classes
class	pulsatrix::Autograd
	Computes gradients by walking a ComputationGraph in reverse topological order. More...

Namespaces
namespace	pulsatrix

Detailed Description

Reverse-mode autodiff – walks a ComputationGraph backward, accumulating gradients via per-node backward functions supplied by the caller.