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/*-
*
* * 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.nd4j.linalg.api.ops.impl.transforms.comparison;
import org.nd4j.linalg.api.complex.IComplexNumber;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.api.ops.BaseTransformOp;
import org.nd4j.linalg.api.ops.Op;
import org.nd4j.linalg.factory.Nd4j;
/**
* Bit mask over the ndarrays as to whether
* the components are less than or not
*
* @author Adam Gibson
*/
public class LessThan extends BaseTransformOp {
public LessThan() {}
public LessThan(INDArray x, INDArray y, INDArray z, long n) {
super(x, y, z, n);
}
public LessThan(INDArray x) {
super(x);
}
public LessThan(INDArray ndArray, INDArray dup) {
super(ndArray, dup);
}
public LessThan(INDArray x, INDArray z, long n) {
super(x, z, n);
}
@Override
public int opNum() {
return 5;
}
@Override
public String name() {
return "lt";
}
@Override
public IComplexNumber op(IComplexNumber origin, double other) {
if (origin.isReal())
return origin.realComponent().doubleValue() < other ? Nd4j.createComplexNumber(1.0, 0.0)
: Nd4j.createComplexNumber(0.0, 0.0);
return Nd4j.createComplexNumber(0.0, 0.0);
}
@Override
public IComplexNumber op(IComplexNumber origin, float other) {
if (origin.isReal())
return origin.realComponent().doubleValue() < other ? Nd4j.createComplexNumber(1.0, 0.0)
: Nd4j.createComplexNumber(0.0, 0.0);
return Nd4j.createComplexNumber(0.0, 0.0);
}
@Override
public IComplexNumber op(IComplexNumber origin, IComplexNumber other) {
return origin.lt(other).eq(Nd4j.createComplexNumber(1.0, 0.0)) ? Nd4j.createComplexNumber(1.0, 0.0)
: Nd4j.createComplexNumber(0.0, 0.0);
}
@Override
public float op(float origin, float other) {
return origin < other ? 1.0f : 0.0f;
}
@Override
public double op(double origin, double other) {
return origin < other ? 1.0 : 0.0;
}
@Override
public double op(double origin) {
return 1;
}
@Override
public float op(float origin) {
return 1;
}
@Override
public IComplexNumber op(IComplexNumber origin) {
return Nd4j.createComplexNumber(1.0, 0.0);
}
@Override
public Op opForDimension(int index, int dimension) {
INDArray xAlongDimension = x.vectorAlongDimension(index, dimension);
if (y() != null)
return new LessThan(xAlongDimension, y.vectorAlongDimension(index, dimension),
z.vectorAlongDimension(index, dimension), xAlongDimension.length());
else
return new LessThan(xAlongDimension, z.vectorAlongDimension(index, dimension), xAlongDimension.length());
}
@Override
public Op opForDimension(int index, int... dimension) {
INDArray xAlongDimension = x.tensorAlongDimension(index, dimension);
if (y() != null)
return new LessThan(xAlongDimension, y.tensorAlongDimension(index, dimension),
z.tensorAlongDimension(index, dimension), xAlongDimension.length());
else
return new LessThan(xAlongDimension, z.tensorAlongDimension(index, dimension), xAlongDimension.length());
}
}