
org.nd4j.autodiff.functions.Scalar Maven / Gradle / Ivy
package org.nd4j.autodiff.functions;
import org.nd4j.autodiff.AbstractIdentityFactory;
import org.nd4j.autodiff.ArrayField;
import org.nd4j.autodiff.Field;
import org.nd4j.autodiff.opstate.OpState;
import org.nd4j.autodiff.samediff.SDGraph;
import org.nd4j.linalg.api.ops.impl.transforms.arithmetic.MulOp;
/**
* Scalar value
* @param
*/
public class Scalar> extends Constant {
protected double value;
public Scalar(SDGraph graph,
double value,
AbstractIdentityFactory i_factory) {
this(graph, value, i_factory, false);
}
public Scalar(SDGraph graph,
double value,
AbstractIdentityFactory i_factory,boolean inPlace) {
super(graph,i_factory.scalar(value),new int[]{1,1} ,i_factory,inPlace);
this.value = value;
}
@Override
public DifferentialFunction mul(DifferentialFunction i_v) {
DifferentialFunction dup = i_v.dup();
if(i_v.getValue(true) instanceof ArrayField) {
ArrayField arrayField = (ArrayField) i_v.getValue(true);
addEdges(graph,
dup,
this,
new MulOp().name(),
OpState.OpType.TRANSFORM,
arrayField.getInput().getShape());
}
return dup;
}
@Override
public DifferentialFunction dup() {
return new Scalar<>(graph, value,getM_factory());
}
}
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