#include <PlusVariable.h>
Inheritance diagram for PLearn::PlusVariable:
Public Member Functions | |
| PlusVariable () | |
| Default constructor for persistence. | |
| PlusVariable (Variable *input1, Variable *input2) | |
| PLEARN_DECLARE_OBJECT (PlusVariable) | |
| virtual void | build () |
| Should call simply inherited::build(), then this class's build_(). | |
| 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 | |
Protected Member Functions | |
| void | build_ () |
Private Types | |
| typedef BinaryVariable | inherited |
Definition at line 53 of file PlusVariable.h.
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Reimplemented from PLearn::BinaryVariable. Definition at line 55 of file PlusVariable.h. Referenced by PlusVariable(). |
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Default constructor for persistence.
Definition at line 59 of file PlusVariable.h. |
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Definition at line 54 of file PlusVariable.cc. |
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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 103 of file PlusVariable.cc. References k, PLearn::Var::length(), and PLearn::Variable::nelems(). |
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Implements PLearn::Variable. Definition at line 93 of file PlusVariable.cc. References k, and PLearn::Variable::nelems(). |
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Should call simply inherited::build(), then this class's build_(). This method should be callable again at later times, after modifying some option fields to change the "architecture" of the object. Reimplemented from PLearn::Variable. Definition at line 61 of file PlusVariable.cc. References build_(). |
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This method should be redefined in subclasses and do the actual building of the object according to previously set option fields. Constructors can just set option fields, and then call build_. This method is NOT virtual, and will typically be called only from three places: a constructor, the public virtual build() method, and possibly the public virtual read method (which calls its parent's read). build_() can assume that it's parent's build_ has already been called. Reimplemented from PLearn::Variable. Definition at line 68 of file PlusVariable.cc. References PLERROR. Referenced by build(), and PlusVariable(). |
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compute output given input
Implements PLearn::Variable. Definition at line 86 of file PlusVariable.cc. References k, and PLearn::Variable::nelems(). |
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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 77 of file PlusVariable.cc. References PLearn::Var::length(), and PLearn::Var::width(). |
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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 117 of file PlusVariable.cc. |
1.3.7