MyCaffe.solvers Namespace Reference

The MyCaffe.solvers namespace contains all solver classes, including the base Solver. More...

Classes
class	AdaDeltaSolver
	Use AdaDelta Solver which has gradient based optimization like SGD. More...
class	AdaGradSolver
	Use AdaGrad Solver based optimization like SGD that tries to find rarely seen features. More...
class	AdamSolver
	Use Adam Solver which uses gradient based optimization like SGD that includes 'adaptive momentum estimation' and can be thought of as a generalization of AdaGrad. More...
class	AdamWSolver
	Use AdamW Solver which uses gradient based optimization like Adam with a decoupled weight decay. More...
class	LBFGSSolver
	Optimizes the parameters of a Net using L-BFGS. This implementation is based on minFunc, by Marc Schmidt. More...
class	NesterovSolver
	Use Nesterov's accelerated gradient Solver, which is similar to SGD, but the error gradient is computed on the weights with added momentum. More...
class	RmsPropSolver
	Use RmsProp Solver which uses gradient based optimization like SGD. More...
class	SGDSolver
	Stochastic Gradient Descent solver with momentum updates weights by a linear combination of the negative gradient and the previous weight update. More...
class	Solver
	An interface for classes that perform optimization on Nets - this class serves as the base class for all solvers. More...

Detailed Description

The MyCaffe.solvers namespace contains all solver classes, including the base Solver.