org.deeplearning4j.nn.layers.util.IdentityLayer 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
 *  * License for the specific language governing permissions and limitations
 *  * under the License.
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 *  * SPDX-License-Identifier: Apache-2.0
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package org.deeplearning4j.nn.layers.util;

import lombok.NoArgsConstructor;
import org.deeplearning4j.nn.conf.inputs.InputType;
import org.deeplearning4j.nn.conf.layers.samediff.SameDiffLambdaLayer;
import org.nd4j.autodiff.samediff.SDVariable;
import org.nd4j.autodiff.samediff.SameDiff;
import org.nd4j.linalg.learning.regularization.Regularization;

import java.util.List;

@NoArgsConstructor
public class IdentityLayer extends SameDiffLambdaLayer {

    public IdentityLayer(String name) {
        this.layerName = name;
    }

    @Override
    public SDVariable defineLayer(SameDiff sameDiff, SDVariable layerInput) {
        return layerInput;
    }

    @Override
    public InputType getOutputType(int layerIndex, InputType inputType) { return inputType; }
}