org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic.TruncateDivOp Maven / Gradle / Ivy

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/*
 *  ******************************************************************************
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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
 *  *****************************************************************************
 */

package org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic;

import org.nd4j.autodiff.samediff.SDVariable;
import org.nd4j.autodiff.samediff.SameDiff;
import org.nd4j.imports.NoOpNameFoundException;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.api.ops.impl.transforms.BaseDynamicTransformOp;

import java.util.ArrayList;
import java.util.List;

public class TruncateDivOp extends BaseDynamicTransformOp {
    public static final String OP_NAME = "truncatediv";

    public TruncateDivOp(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2) {
        super(sameDiff, new SDVariable[] {i_v1, i_v2 }, false);
    }

    public TruncateDivOp(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, boolean inPlace) {
        super(sameDiff, new SDVariable[] {i_v1, i_v2}, inPlace);
    }

    public TruncateDivOp() {}

    public TruncateDivOp(INDArray x, INDArray y, INDArray z) {
        super(new INDArray[]{x, y}, new INDArray[]{z});
    }

    @Override
    public String opName() {
        return OP_NAME;
    }

    @Override
    public String onnxName() {
        throw new NoOpNameFoundException("No onnx op opName found for " +  opName());
    }

    @Override
    public String tensorflowName() {
        return "TruncateDiv";
    }

    @Override
    public List doDiff(List i_v) {
        SDVariable gradWrtX = sameDiff.math.div(i_v.get(0),rarg());
        SDVariable gradWrtY = sameDiff.math.mul(sameDiff.math.neg(gradWrtX),sameDiff.math.div(larg(),rarg()));
        List ret = new ArrayList<>(2);
        ret.add(gradWrtX);
        ret.add(gradWrtY);
        return ret;
    }


}