org.deeplearning4j.arbiter.optimize.api.termination

Interface TerminationCondition

All Known Implementing Classes:

MaxCandidatesCondition, MaxTimeCondition

public interface TerminationCondition

Global termination condition for conducting hyperparameter optimization. Termination conditions are used to determine if/when the optimization should stop.

Method Summary

Modifier and Type	Method and Description
void	initialize(IOptimizationRunner optimizationRunner) Initialize the termination condition (such as starting timers, etc).
boolean	terminate(IOptimizationRunner optimizationRunner) Determine whether optimization should be terminated

Method Detail

initialize

void initialize(IOptimizationRunner optimizationRunner)

Initialize the termination condition (such as starting timers, etc).

terminate

boolean terminate(IOptimizationRunner optimizationRunner)

Determine whether optimization should be terminated

Parameters:

optimizationRunner - Optimization runner

Returns:

true if learning should be terminated, false otherwise