Deep Learning Algorithm Implementations 1.0.0
C++ implementations of fundamental deep learning algorithms
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dl::optimization::SGD< T > Member List

This is the complete list of members for dl::optimization::SGD< T >, including all inherited members.

AutogradOptimizer(std::vector< Variable< T > * > parameters)dl::optimization::AutogradOptimizer< T >inlineexplicit
get_lr() const overridedl::optimization::SGD< T >inlinevirtual
parameters_dl::optimization::AutogradOptimizer< T >protected
set_lr(T lr) overridedl::optimization::SGD< T >inlinevirtual
SGD(std::vector< Variable< T > * > parameters, T lr, T momentum=0.0, T weight_decay=0.0, bool nesterov=false)dl::optimization::SGD< T >
step() overridedl::optimization::SGD< T >virtual
zero_grad()dl::optimization::AutogradOptimizer< T >inlinevirtual
~AutogradOptimizer()=defaultdl::optimization::AutogradOptimizer< T >virtual