cavis/libnd4j/include/ops/declarable/generic/transforms/gatherNd.cpp

/*******************************************************************************
 * Copyright (c) 2015-2018 Skymind, Inc.
 *
 * 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.
 *
 * 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.
 *
 * SPDX-License-Identifier: Apache-2.0
 ******************************************************************************/

//
// @author Shyrma Yurii (iuriish@yahoo.com), created on 23.01.2018
//

#include <op_boilerplate.h>
#if NOT_EXCLUDED(OP_gather_nd)

#include <ops/declarable/CustomOperations.h>
#include<ops/declarable/helpers/transforms.h>
#include <ops/declarable/helpers/scatter.h>

namespace nd4j {
namespace ops {


//////////////////////////////////////////////////////////////////////////
CUSTOM_OP_IMPL(gather_nd, 2, 1, false, 0, 0) {

	auto input   = INPUT_VARIABLE(0);
    auto indices = INPUT_VARIABLE(1);
    auto output  = OUTPUT_VARIABLE(0);

    const bool checkIndices = block.getBArguments()->empty() ? false : B_ARG(0);

    const int rankIn = input->rankOf();
    const int rankInd = indices->rankOf();

    REQUIRE_TRUE(rankInd > 0, 0, "GATHER_ND op: array of indexes can't be single scalar, the requirement is: rank > 0, but got rank = %i instead!", rankInd);
    int lastIndDim = indices->sizeAt(-1);
    REQUIRE_TRUE(lastIndDim <= rankIn, 0, "GATHER_ND op: the last dimension of indices array must be <= rank of input array but got %i and %i correspondingly!", lastIndDim, rankIn);

    if(checkIndices) {
        const Nd4jLong numOfBadIndx = helpers::checkIndices(block.launchContext(), *indices, *input);
        REQUIRE_TRUE(numOfBadIndx == 0, 0, "GATHER_ND OP: please check elements of indices-array, total number of wrong elements is %lld!", numOfBadIndx);
    }

    helpers::gatherND(block.launchContext(), *input, *indices, *output);

    return Status::OK();
}

DECLARE_TYPES(gather_nd) {
    getOpDescriptor()
         ->setAllowedInputTypes(0, {ALL_INTS, ALL_FLOATS})
         ->setAllowedInputTypes(1, {ALL_INTS})
         ->setAllowedOutputTypes({ALL_INTS, ALL_FLOATS});
}

DECLARE_SHAPE_FN(gather_nd) {

	auto inShapeInfoIn = inputShape->at(0);
    auto inShapeInfoInd = inputShape->at(1);

    const int rankIn = inShapeInfoIn[0];
    const int rankInd = inShapeInfoInd[0];
    REQUIRE_TRUE(rankInd > 0, 0, "GATHER_ND op: array of indexes can't be single scalar, the requirement is: rank > 0, but got rank = %i instead!", rankInd);
    const int lastIndDim = inShapeInfoInd[rankInd];
    REQUIRE_TRUE(lastIndDim <= rankIn, 0, "GATHER_ND op: the last dimension of indices array must be <= rank of input array but got %i and %i correspondingly!", lastIndDim, rankIn);

	int outRank = (rankInd - 1) + (rankIn - lastIndDim);

    Nd4jLong* outShapeInfo = nullptr;
	ALLOCATE(outShapeInfo, block.getWorkspace(), shape::shapeInfoLength(outRank), Nd4jLong);

    outShapeInfo[0] = outRank;

    for(int i = 1; i <= rankInd-1; ++i)
        outShapeInfo[i] = inShapeInfoInd[i];

    for(int i = 0; i < rankIn-lastIndDim; ++i)
        outShapeInfo[rankInd + i] = inShapeInfoIn[lastIndDim + i + 1];

	ShapeUtils::updateStridesAndType(outShapeInfo, inShapeInfoIn, 'c');
    //ArrayOptions::setDataType(outShapeInfo, ArrayOptions::dataType(inShapeInfoIn));
    return SHAPELIST(CONSTANT(outShapeInfo));
}




}
}

#endif