#include <SigmoidVariable.h>
Inheritance diagram for PLearn::SigmoidVariable:
Public Member Functions | |
SigmoidVariable () | |
Default constructor for persistence. | |
SigmoidVariable (Variable *input) | |
PLEARN_DECLARE_OBJECT (SigmoidVariable) | |
virtual void | recomputeSize (int &l, int &w) const |
Recomputes the length l and width w that this variable should have, according to its parent variables. | |
virtual void | fprop () |
compute output given input | |
virtual void | bprop () |
virtual void | bbprop () |
compute an approximation to diag(d^2/dinput^2) given diag(d^2/doutput^2), with diag(d^2/dinput^2) ~=~ (doutput/dinput)' diag(d^2/doutput^2) (doutput/dinput) In particular: if 'C' depends on 'y' and 'y' depends on x ... | |
virtual void | symbolicBprop () |
compute a piece of new Var graph that represents the symbolic derivative of this Var | |
virtual void | rfprop () |
Private Types | |
typedef UnaryVariable | inherited |
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Reimplemented from PLearn::UnaryVariable. Definition at line 54 of file SigmoidVariable.h. Referenced by SigmoidVariable(). |
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Default constructor for persistence.
Definition at line 58 of file SigmoidVariable.h. |
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Definition at line 56 of file SigmoidVariable.cc. References inherited. |
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compute an approximation to diag(d^2/dinput^2) given diag(d^2/doutput^2), with diag(d^2/dinput^2) ~=~ (doutput/dinput)' diag(d^2/doutput^2) (doutput/dinput) In particular: if 'C' depends on 'y' and 'y' depends on x ... d^2C/dx^2 = d^2C/dy^2 * (dy/dx)^2 + dC/dy * d^2y/dx^2 (diaghessian) (gradient) Reimplemented from PLearn::Variable. Definition at line 93 of file SigmoidVariable.cc. References PLearn::Var::length(), and PLearn::Variable::nelems(). |
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Implements PLearn::Variable. Definition at line 79 of file SigmoidVariable.cc. References PLearn::Variable::nelems(), and val. |
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compute output given input
Implements PLearn::Variable. Definition at line 69 of file SigmoidVariable.cc. References PLearn::Variable::nelems(), and PLearn::sigmoid(). |
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Recomputes the length l and width w that this variable should have, according to its parent variables. This is used for ex. by sizeprop() The default version stupidly returns the current dimensions, so make sure to overload it in subclasses if this is not appropriate. Reimplemented from PLearn::Variable. Definition at line 60 of file SigmoidVariable.cc. References PLearn::Var::length(), and PLearn::Var::width(). |
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Reimplemented from PLearn::Variable. Definition at line 114 of file SigmoidVariable.cc. References PLearn::TVec< T >::length(), PLearn::Variable::nelems(), PLearn::UnaryVariable::resizeRValue(), and val. |
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compute a piece of new Var graph that represents the symbolic derivative of this Var
Reimplemented from PLearn::Variable. Definition at line 106 of file SigmoidVariable.cc. |