org.nd4j.linalg.api.ops.impl.transforms.BaseDynamicTransformOp Maven / Gradle / Ivy
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package org.nd4j.linalg.api.ops.impl.transforms;
import lombok.extern.slf4j.Slf4j;
import org.nd4j.autodiff.samediff.SDVariable;
import org.nd4j.autodiff.samediff.SameDiff;
import org.nd4j.common.base.Preconditions;
import org.nd4j.linalg.api.buffer.DataType;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.api.ops.DynamicCustomOp;
import org.nd4j.linalg.api.shape.Shape;
import java.util.Collections;
import java.util.List;
@Slf4j
public abstract class BaseDynamicTransformOp extends DynamicCustomOp {
public BaseDynamicTransformOp() {}
public BaseDynamicTransformOp(SameDiff sameDiff, SDVariable[] args, boolean inPlace) {
super(null, sameDiff, args, inPlace);
}
public BaseDynamicTransformOp(INDArray[] inputs, INDArray[] outputs) {
super(null, inputs, outputs);
}
@Override
public List calculateOutputDataTypes(List dataTypes) {
Preconditions.checkState(dataTypes != null && dataTypes.size() == 2, "Expected exactly 2 input datatypes for %s, got input %s", getClass(), dataTypes);
DataType z = Shape.pickPairwiseDataType(dataTypes.get(0), dataTypes.get(1));
return Collections.singletonList(z);
}
}