Caffe In Depth
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Solver
Stochastic Gradient Decents
SGDSolver
NesterovSolver
AdaGradSolver
RMSPropSolver
AdaDeltaSolver
AdamSolver
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Utils
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Stochastic Gradient Decents
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Stochastic Gradient Decents
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SGDSolver
(public) Interfaces
(sgdsolver) SGDSolver
(sgdsolver) type
(sgdsolver) history
(protected) Solve
(sgdsolver) PreSolve
(sgdsolver) ApplyUpdate
(sgdsolver) GetLearningRate
(rate) fixed
(rate) step
(rate) exp
(rate) inv
(rate) multistep
(rate) poly
(rate) sigmoid
(sgdsolver) ClipGradients
(sgdsolver) Normalize
(sgdsolver) Regularize
(sgdsolver) ComputeUpdateValue
(protected) Snapshot and Restore
(sgdsolver) SnapshotSolverState
(sgdsolver) SnapshotSolverStateToBinaryProto
(sgdsolver) SnapshotSolverStateToHDF5
(sgdsolver) RestoreStateFromBinaryProto
(sgdsolver) RestoreStateFromHDF5
NesterovSolver
AdaGradSolver
RMSPropSolver
AdaDeltaSolver
AdamSolver
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