/* ****************************************************************************** * * * 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 #include #include #if NOT_EXCLUDED(OP_matrix_set_diag) namespace sd { namespace ops { namespace helpers { ////////////////////////////////////////////////////////////////////////// template void matrixSetDiag_(NDArray& input, 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(); const T* y = diagonal.bufferAsT(); T* z = output.bufferAsT(); // Cache all shape information upfront const sd::LongType* xShapeInfo = input.shapeInfo(); const sd::LongType* yShapeInfo = diagonal.shapeInfo(); const sd::LongType* zShapeInfo = output.shapeInfo(); // Cache shape-related values const int xRank = input.rankOf(); const auto xLen = input.lengthOf(); // Cache shape and stride pointers const sd::LongType* xShape = shape::shapeOf(xShapeInfo); const sd::LongType* xStride = shape::stride(xShapeInfo); const sd::LongType* yStride = shape::stride(yShapeInfo); const sd::LongType* zStride = shape::stride(zShapeInfo); // Check if input and output have same offsets const bool areSameOffsets = shape::haveSameShapeAndStrides(xShapeInfo, zShapeInfo); auto func = PRAGMA_THREADS_FOR { // Pre-allocate coords array outside the loop sd::LongType coords[SD_MAX_RANK]; for (sd::LongType i = 0; i < xLen; ++i) { // Use cached shape data for coordinate transforms INDEX2COORDS(i, xRank, xShape, coords); sd::LongType xOffset; COORDS2INDEX(xRank, xStride, coords, xOffset); sd::LongType zOffset; if (areSameOffsets) { zOffset = xOffset; } else { COORDS2INDEX(xRank, zStride, coords, zOffset); } // Check diagonal condition using cached rank if (coords[xRank - 2] == coords[xRank - 1]) { sd::LongType yOffset; COORDS2INDEX(xRank - 1, yStride, coords, yOffset); z[zOffset] = y[yOffset]; } else { z[zOffset] = zeroPad ? static_cast(0) : x[xOffset]; } } }; samediff::Threads::parallel_for(func, 0, xLen); } ////////////////////////////////////////////////////////////////////////// void matrixSetDiag(sd::LaunchContext* context, NDArray& input, NDArray& diagonal, NDArray& output, const bool zeroPad) { BUILD_SINGLE_SELECTOR(input.dataType(), matrixSetDiag_, (input, diagonal, output, zeroPad), SD_COMMON_TYPES); } } // namespace helpers } // namespace ops } // namespace sd #endif