org.deeplearning4j.nn.conf.module.GraphBuilderModule Maven / Gradle / Ivy
/*
*
* * 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.nn.conf.module;
import org.deeplearning4j.nn.conf.ComputationGraphConfiguration;
/**
* GraphBuilderModule for nn layers. Allows for creation of plugins and modules to generate configurations and layers.
*
* @author Justin Long (crockpotveggies)
*/
public interface GraphBuilderModule {
/**
* A module should return its name. Useful for automatically generating layer names.
*
* @note Convention is to define module names that are entirely lowercase for the purpose of generating layer names.
*
* @return The module name as a string.
*/
String getModuleName();
/**
* Add a layer to the collection of layers being generated by this module.
*
* @param graph
* @param layerName
* @param inputSize
* @param config
* @param inputLayer
*
* @return An instance of GraphBuilder with appended layers.
*/
ComputationGraphConfiguration.GraphBuilder updateBuilder(ComputationGraphConfiguration.GraphBuilder graph, String layerName, int inputSize, int[][] config, String inputLayer);
}
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