org.nd4j.linalg.api.ops.impl.shape.OnesLike Maven / Gradle / Ivy
/*-
*
* * Copyright 2017 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.nd4j.linalg.api.ops.impl.shape;
import lombok.extern.slf4j.Slf4j;
import org.nd4j.autodiff.samediff.SDVariable;
import org.nd4j.autodiff.samediff.SameDiff;
import org.nd4j.imports.NoOpNameFoundException;
import org.nd4j.linalg.api.ops.DynamicCustomOp;
import org.tensorflow.framework.AttrValue;
import org.tensorflow.framework.GraphDef;
import org.tensorflow.framework.NodeDef;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
/**
* OnesLike function - gives an output array with all values/entries being 1, with the same shape as the input.
*
* @author Alex Black
*/
@Slf4j
public class OnesLike extends DynamicCustomOp {
public OnesLike() {
}
public OnesLike(String name, SameDiff sameDiff, SDVariable input) {
this(name, sameDiff, input, false);
}
public OnesLike(String name, SameDiff sameDiff, SDVariable input, boolean inPlace) {
super(name, sameDiff, new SDVariable[]{input}, inPlace);
}
@Override
public String opName() {
return "ones_as";
}
@Override
public String onnxName() {
throw new NoOpNameFoundException("No op found for " + opName());
}
@Override
public String tensorflowName() {
return "OnesLike";
}
@Override
public void initFromTensorFlow(NodeDef nodeDef, SameDiff initWith, Map attributesForNode, GraphDef graph) {
}
@Override
public List doDiff(List i_v) {
SDVariable ret = sameDiff.zerosLike(outputVariables()[0]);
return Arrays.asList(ret);
}
}