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Java example source code file (EpochTerminationCondition.java)
The EpochTerminationCondition.java Java example source code/* * * * Copyright 2015 Skymind,Inc. * * * * Licensed under the Apache License, Version 2.0 (the "License"); * * you may not use this file except in compliance with the License. * * You may obtain a copy of the License at * * * * http://www.apache.org/licenses/LICENSE-2.0 * * * * Unless required by applicable law or agreed to in writing, software * * distributed under the License is distributed on an "AS IS" BASIS, * * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * * See the License for the specific language governing permissions and * * limitations under the License. * */ package org.deeplearning4j.earlystopping.termination; import java.io.Serializable; /** Interface for termination conditions to be evaluated once per epoch (i.e., once per pass of the full data set), * based on a score and epoch number */ public interface EpochTerminationCondition extends Serializable { /** Initialize the epoch termination condition (often a no-op)*/ void initialize(); /**Should the early stopping training terminate at this epoch, based on the calculated score and the epoch number? * Returns true if training should terminated, or false otherwise * @param epochNum Number of the last completed epoch (starting at 0) * @param score Score calculate for this epoch * @return Whether training should be terminated at this epoch */ boolean terminate(int epochNum, double score); } Other Java examples (source code examples)Here is a short list of links related to this Java EpochTerminationCondition.java source code file: |
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