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Java example source code file (EarlyStoppingModelSaver.java)
The EarlyStoppingModelSaver.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; import org.deeplearning4j.nn.api.Model; import org.deeplearning4j.nn.multilayer.MultiLayerNetwork; import java.io.IOException; import java.io.Serializable; /** Interface for saving MultiLayerNetworks learned during early stopping, and retrieving them again later * @param <T> Type of model to save. For example, {@link org.deeplearning4j.nn.multilayer.MultiLayerNetwork} or {@link org.deeplearning4j.nn.graph.ComputationGraph} * @author Alex Black */ public interface EarlyStoppingModelSaver<T extends Model> extends Serializable { /** Save the best model (so far) learned during early stopping training */ void saveBestModel( T net, double score ) throws IOException; /** Save the latest (most recent) model learned during early stopping */ void saveLatestModel( T net, double score ) throws IOException; /** Retrieve the best model that was previously saved */ T getBestModel() throws IOException; /** Retrieve the most recent model that was previously saved */ T getLatestModel() throws IOException; } Other Java examples (source code examples)Here is a short list of links related to this Java EarlyStoppingModelSaver.java source code file: |
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