cavis/libnd4j/include/ops/declarable/helpers/cpu/matrixSetDiag.cpp

/* ******************************************************************************
 *
 *
 * 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.
 *
 * SPDX-License-Identifier: Apache-2.0
 ******************************************************************************/

//
// @author Yurii Shyrma (iuriish@yahoo.com)
//

#include <array/ResultSet.h>
#include <ops/declarable/helpers/matrixSetDiag.h>
#include <execution/Threads.h>

namespace sd {
namespace ops {
namespace helpers {


//////////////////////////////////////////////////////////////////////////
template<typename T>
void matrixSetDiag_(const NDArray& input, const NDArray& diagonal, NDArray& output, const bool zeroPad) {

    // input and output are the same array (x == z) when zeroPad = true
    // xRank = zRank, xRank = yRank + 1
    // xLen = zLen

    const T* x = input.bufferAsT<T>();
    const T* y = diagonal.bufferAsT<T>();
          T* z = output.bufferAsT<T>();

    const Nd4jLong* xShapeInfo = input.shapeInfo();
    const Nd4jLong* yShapeInfo = diagonal.shapeInfo();
    const Nd4jLong* zShapeInfo = output.shapeInfo();

    const bool areSameOffsets = shape::haveSameShapeAndStrides(xShapeInfo, zShapeInfo);    // shapes are definitely the same, but strides might not

    const int xRank = input.rankOf();
    const auto xLen = input.lengthOf();

    auto func = PRAGMA_THREADS_FOR {

        int coords[MAX_RANK];

        for (Nd4jLong i = 0; i < xLen; ++i) {

            shape::index2coordsCPU(start, i, xShapeInfo, coords);

            const auto xOffset = shape::getOffset(xShapeInfo, coords);
            const auto zOffset = areSameOffsets ? xOffset : shape::getOffset(zShapeInfo, coords);

            // condition to be on diagonal of innermost matrix
            if (coords[xRank - 2] == coords[xRank - 1])
                z[zOffset] = y[shape::getOffset(yShapeInfo, coords)];
            else
                z[zOffset] = zeroPad ? static_cast<T>(0) : x[xOffset];
        }
    };
    samediff::Threads::parallel_for(func, 0, xLen);
}

//////////////////////////////////////////////////////////////////////////
void matrixSetDiag(sd::LaunchContext* context, const NDArray& input, const NDArray& diagonal, NDArray& output, const bool zeroPad) {
    BUILD_SINGLE_SELECTOR(input.dataType(), matrixSetDiag_, (input, diagonal, output, zeroPad), LIBND4J_TYPES);
}

}
}
}