org.deeplearning4j.optimize.solver

Class TestOptimizers

java.lang.Object

org.deeplearning4j.optimize.solver.TestOptimizers

public class TestOptimizers
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
TestOptimizers()

Method Summary

Modifier and Type	Method and Description
void	testOptimizersBasicMLPBackprop()
void	testOptimizersMLP()
void	testRastriginFnOptCGMultipleSteps()
void	testRastriginFnOptLBFGSMultipleSteps()
void	testRastriginFnOptLineGradDescentMultipleSteps()
void	testRastriginFnOptStochGradDescentMultipleSteps()
void	testRosenbrockFnOptCGMultipleSteps()
void	testRosenbrockFnOptLBFGSMultipleSteps()
void	testRosenbrockFnOptLineGradDescentMultipleSteps()
void	testSphereFnOptCG()
void	testSphereFnOptCGMultipleSteps()
void	testSphereFnOptHelper(OptimizationAlgorithm oa, int numLineSearchIter, int nDimensions)
void	testSphereFnOptLBFGS()
void	testSphereFnOptLBFGSMultipleSteps()
void	testSphereFnOptLineGradDescent()
void	testSphereFnOptLineGradDescentMultipleSteps()
void	testSphereFnOptStochGradDescent()
void	testSphereFnOptStochGradDescentMultipleSteps()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TestOptimizers

public TestOptimizers()

Method Detail

testOptimizersBasicMLPBackprop

public void testOptimizersBasicMLPBackprop()

testOptimizersMLP

public void testOptimizersMLP()

testSphereFnOptStochGradDescent

public void testSphereFnOptStochGradDescent()

testSphereFnOptLineGradDescent

public void testSphereFnOptLineGradDescent()

testSphereFnOptCG

public void testSphereFnOptCG()

testSphereFnOptLBFGS

public void testSphereFnOptLBFGS()

testSphereFnOptHelper

public void testSphereFnOptHelper(OptimizationAlgorithm oa,
                                  int numLineSearchIter,
                                  int nDimensions)

testSphereFnOptStochGradDescentMultipleSteps

public void testSphereFnOptStochGradDescentMultipleSteps()

testSphereFnOptLineGradDescentMultipleSteps

public void testSphereFnOptLineGradDescentMultipleSteps()

testSphereFnOptCGMultipleSteps

public void testSphereFnOptCGMultipleSteps()

testSphereFnOptLBFGSMultipleSteps

public void testSphereFnOptLBFGSMultipleSteps()

testRastriginFnOptStochGradDescentMultipleSteps

public void testRastriginFnOptStochGradDescentMultipleSteps()

testRastriginFnOptLineGradDescentMultipleSteps

public void testRastriginFnOptLineGradDescentMultipleSteps()

testRastriginFnOptCGMultipleSteps

public void testRastriginFnOptCGMultipleSteps()

testRastriginFnOptLBFGSMultipleSteps

public void testRastriginFnOptLBFGSMultipleSteps()

testRosenbrockFnOptLineGradDescentMultipleSteps

public void testRosenbrockFnOptLineGradDescentMultipleSteps()

testRosenbrockFnOptCGMultipleSteps

public void testRosenbrockFnOptCGMultipleSteps()

testRosenbrockFnOptLBFGSMultipleSteps

public void testRosenbrockFnOptLBFGSMultipleSteps()