org.deeplearning4j.spark.api.TrainingHook Maven / Gradle / Ivy
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* *
* * This program and the accompanying materials are made available under the
* * terms of the Apache License, Version 2.0 which is available at
* * https://www.apache.org/licenses/LICENSE-2.0.
* *
* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
* * 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
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* * SPDX-License-Identifier: Apache-2.0
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*/
package org.deeplearning4j.spark.api;
import org.deeplearning4j.nn.api.Model;
import org.nd4j.linalg.dataset.api.DataSet;
import org.nd4j.linalg.dataset.api.MultiDataSet;
import java.io.Serializable;
public interface TrainingHook extends Serializable {
/**
* A hook method for pre update.
* @param minibatch the inibatch
* that was used for the update
* @param model themodel that was update
*/
void preUpdate(DataSet minibatch, Model model);
/**
* A hook method for post update
* @param minibatch the minibatch
* that was usd for the update
* @param model the model that was updated
*/
void postUpdate(DataSet minibatch, Model model);
/**
* A hook method for pre update.
* @param minibatch the inibatch
* that was used for the update
* @param model the model that was update
*/
void preUpdate(MultiDataSet minibatch, Model model);
/**
* A hook method for post update
* @param minibatch the minibatch
* that was usd for the update
* @param model the model that was updated
*/
void postUpdate(MultiDataSet minibatch, Model model);
}