#include <trf-sa-train.h>
Public Member Functions | |
| SAtrain (SAfunc *pfunc=NULL) | |
| virtual bool | Run (const double *pInitParams=NULL) |
| Run iteration. input the init-parameters. More... | |
| void | UpdateGamma (int nIterNum) |
| Update the learning rate. More... | |
| void | UpdateDir (double *pDir, double *pGradient, const double *pParam) |
| compute the update direction More... | |
| virtual void | Update (double *pdParam, const double *pdDir, double dStep) |
| Update the parameters. More... | |
| void | PrintInfo () |
| Print Information. More... | |
 Public Member Functions inherited from wb::Solve | |
| Solve (Func *pfunc=NULL, double dtol=1e-5) | |
| virtual void | IterInit () |
| initial the iteration, for derivation. More... | |
| virtual void | ComputeDir (int k, const double *pdParam, const double *pdGradient, double *pdDir) |
| Calculate the update direction p_k. More... | |
| virtual double | LineSearch (double *pdDir, double dValue, const double *pdParam, const double *pdGradient) |
| linear search. More... | |
| virtual bool | StopDecision (int k, double dValue, const double *pdGradient) |
| Stop decision. More... | |
Public Attributes | |
| LearningRate | m_gain_lambda |
| LearningRate | m_gain_zeta |
| bool | m_bUpdate_lambda |
| bool | m_bUpdate_zeta |
| double | m_dir_gap |
| control the dir values More... | |
| int | m_nAvgBeg |
| if >0, then calculate the average More... | |
| float | m_fEpochNun |
| the current epoch number - double More... | |
| int | m_nPrintPerIter |
| output the LL per iteration, if ==-1, the disable More... | |
| wb::Array< int > | m_aWriteAtIter |
| output temp model at some iteration More... | |
| Public Attributes inherited from wb::Solve | |
| Func * | m_pfunc |
| pointer to the function More... | |
| double * | m_pdRoot |
| save the root of the function More... | |
| int | m_nIterNum |
| current iteration number, iter form m_nIterMin to m_nIterMax More... | |
| int | m_nIterMin |
| minium iteration number More... | |
| int | m_nIterMax |
| maximum iteration number More... | |
| double | m_dSpendMinute |
| record the iteration spend time��minute�� More... | |
| double | m_dStop |
| stop threshold More... | |
| double | m_dGain |
| itera step. ==0 means using the line search . More... | |
Protected Attributes | |
| double | m_gamma_lambda |
| double | m_gamma_zeta |
| Protected Attributes inherited from wb::Solve | |
| const char * | m_pAlgorithmName |
| the algorithm name. More... | |
Additional Inherited Members | |
| Static Public Member Functions inherited from wb::Solve | |
| static double | VecProduct (const double *pdVec1, const double *pdVec2, int nSize) |
| calculate the dot of two vectors More... | |
| static double | VecNorm (const double *pdVec, int nSize) |
| calculate the norm of a vector More... | |
| static double | VecDist (const double *pdVec1, const double *pdVec2, int nSize) |
| calculate the distance of two vectors More... | |
Detailed Description
Definition at line 188 of file trf-sa-train.h.
Constructor & Destructor Documentation
§ SAtrain()
|
inline |
Definition at line 222 of file trf-sa-train.h.
Member Function Documentation
§ PrintInfo()
| void trf::SAtrain::PrintInfo | ( | ) |
Print Information.
Definition at line 795 of file trf-sa-train.cpp.
§ Run()
|
virtual |
Run iteration. input the init-parameters.
init
< set average
< set back
Reimplemented from wb::Solve.
Definition at line 550 of file trf-sa-train.cpp.
§ Update()
|
virtual |
Update the parameters.
Reimplemented from wb::Solve.
Definition at line 761 of file trf-sa-train.cpp.
§ UpdateDir()
| void trf::SAtrain::UpdateDir | ( | double * | pDir, |
| double * | pGradient, | ||
| const double * | pParam | ||
| ) |
compute the update direction
Definition at line 701 of file trf-sa-train.cpp.
§ UpdateGamma()
| void trf::SAtrain::UpdateGamma | ( | int | nIterNum | ) |
Update the learning rate.
Definition at line 692 of file trf-sa-train.cpp.
Member Data Documentation
§ m_aWriteAtIter
| wb::Array<int> trf::SAtrain::m_aWriteAtIter |
output temp model at some iteration
Definition at line 206 of file trf-sa-train.h.
§ m_bUpdate_lambda
| bool trf::SAtrain::m_bUpdate_lambda |
Definition at line 199 of file trf-sa-train.h.
§ m_bUpdate_zeta
| bool trf::SAtrain::m_bUpdate_zeta |
Definition at line 200 of file trf-sa-train.h.
§ m_dir_gap
| double trf::SAtrain::m_dir_gap |
control the dir values
Definition at line 201 of file trf-sa-train.h.
§ m_fEpochNun
| float trf::SAtrain::m_fEpochNun |
the current epoch number - double
Definition at line 204 of file trf-sa-train.h.
§ m_gain_lambda
| LearningRate trf::SAtrain::m_gain_lambda |
Definition at line 195 of file trf-sa-train.h.
§ m_gain_zeta
| LearningRate trf::SAtrain::m_gain_zeta |
Definition at line 196 of file trf-sa-train.h.
§ m_gamma_lambda
|
protected |
Definition at line 191 of file trf-sa-train.h.
§ m_gamma_zeta
|
protected |
Definition at line 192 of file trf-sa-train.h.
§ m_nAvgBeg
| int trf::SAtrain::m_nAvgBeg |
if >0, then calculate the average
Definition at line 203 of file trf-sa-train.h.
§ m_nPrintPerIter
| int trf::SAtrain::m_nPrintPerIter |
output the LL per iteration, if ==-1, the disable
Definition at line 205 of file trf-sa-train.h.
The documentation for this class was generated from the following files:
- C:/Users/zhang/spmi/SPMILM/tools/trf/src/TRF/trf-sa-train.h
- C:/Users/zhang/spmi/SPMILM/tools/trf/src/TRF/trf-sa-train.cpp
