/* ****************************************************************************** * * * 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 raver119@gmail.com // #include namespace sd { Nd4jLong* ShapeBuilders::createScalarShapeInfo(const sd::DataType dataType, sd::memory::Workspace* workspace) { Nd4jLong *newShape; ALLOCATE(newShape, workspace, shape::shapeInfoLength(0), Nd4jLong); newShape[0] = 0; newShape[1] = 0; newShape[2] = 1; newShape[3] = 99; sd::ArrayOptions::setDataType(newShape, dataType); return newShape; } Nd4jLong* ShapeBuilders::createVectorShapeInfo(const sd::DataType dataType, const Nd4jLong length, sd::memory::Workspace* workspace) { Nd4jLong *newShape; ALLOCATE(newShape, workspace, shape::shapeInfoLength(1), Nd4jLong); newShape[0] = 1; newShape[1] = length; newShape[2] = 1; newShape[3] = 0; newShape[4] = 1; newShape[5] = 99; sd::ArrayOptions::setDataType(newShape, dataType); return newShape; } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::createShapeInfo(const sd::DataType dataType, const char order, int rank, const Nd4jLong* shapeOnly, memory::Workspace* workspace) { Nd4jLong* shapeInfo = nullptr; if(rank == 0) { // scalar case shapeInfo = ShapeBuilders::createScalarShapeInfo(dataType, workspace); } else { ALLOCATE(shapeInfo, workspace, shape::shapeInfoLength(rank), Nd4jLong); shapeInfo[0] = rank; bool isEmpty = false; for(int i = 0; i < rank; ++i) { shapeInfo[i + 1] = shapeOnly[i]; if (shapeOnly[i] == 0) isEmpty = true; } if (!isEmpty) { shape::updateStrides(shapeInfo, order); } else { shapeInfo[shape::shapeInfoLength(rank) - 1] = order; memset(shape::stride(shapeInfo), 0, rank * sizeof(Nd4jLong)); ArrayOptions::setPropertyBit(shapeInfo, ARRAY_EMPTY); } sd::ArrayOptions::setDataType(shapeInfo, dataType); } return shapeInfo; } Nd4jLong* ShapeBuilders::emptyShapeInfo(const sd::DataType dataType, memory::Workspace* workspace) { auto shapeInfo = createScalarShapeInfo(dataType, workspace); ArrayOptions::setPropertyBit(shapeInfo, ARRAY_EMPTY); return shapeInfo; } Nd4jLong* ShapeBuilders::emptyShapeInfo(const sd::DataType dataType, const char order, const std::vector &shape, memory::Workspace* workspace) { auto shapeInfo = createShapeInfo(dataType, order, shape, workspace); memset(shape::stride(shapeInfo), 0, shape.size() * sizeof(Nd4jLong)); ArrayOptions::setPropertyBit(shapeInfo, ARRAY_EMPTY); return shapeInfo; } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::createShapeInfo(const sd::DataType dataType, const char order, const std::vector& shapeOnly, memory::Workspace* workspace) { return ShapeBuilders::createShapeInfo(dataType, order, shapeOnly.size(), shapeOnly.data(), workspace); } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::createShapeInfo(const sd::DataType dataType, const char order, const std::initializer_list& shapeOnly, memory::Workspace* workspace) { return ShapeBuilders::createShapeInfo(dataType, order, std::vector(shapeOnly), workspace); } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::copyShapeInfo(const Nd4jLong* inShapeInfo, const bool copyStrides, memory::Workspace* workspace) { Nd4jLong *outShapeInfo = nullptr; ALLOCATE(outShapeInfo, workspace, shape::shapeInfoLength(inShapeInfo), Nd4jLong); memcpy(outShapeInfo, inShapeInfo, shape::shapeInfoByteLength(inShapeInfo)); if(!copyStrides) shape::updateStrides(outShapeInfo, shape::order(outShapeInfo)); return outShapeInfo; } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::copyShapeInfoAndType(const Nd4jLong* inShapeInfo, const DataType dtype, const bool copyStrides, memory::Workspace* workspace) { Nd4jLong* outShapeInfo = ShapeBuilders::copyShapeInfo(inShapeInfo, copyStrides, workspace); ArrayOptions::setDataType(outShapeInfo, dtype); return outShapeInfo; } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::copyShapeInfoAndType(const Nd4jLong* inShapeInfo, const Nd4jLong* shapeInfoToGetTypeFrom, const bool copyStrides, memory::Workspace* workspace) { return ShapeBuilders::copyShapeInfoAndType(inShapeInfo, ArrayOptions::dataType(shapeInfoToGetTypeFrom), copyStrides, workspace); } //////////////////////////////////////////////////////////////////////////////// Nd4jLong* ShapeBuilders::createSubArrShapeInfo(const Nd4jLong* inShapeInfo, const int* dims, const int dimsSize, memory::Workspace* workspace) { Nd4jLong *subArrShapeInfo = nullptr; ALLOCATE(subArrShapeInfo, workspace, shape::shapeInfoLength(dimsSize), Nd4jLong); subArrShapeInfo[0] = dimsSize; // rank subArrShapeInfo[2*dimsSize+1] = 0; sd::ArrayOptions::copyDataType(subArrShapeInfo, inShapeInfo); // type subArrShapeInfo[2*dimsSize + 3] = shape::order(inShapeInfo); // order Nd4jLong* shape = shape::shapeOf(subArrShapeInfo); Nd4jLong* strides = shape::stride(subArrShapeInfo); for(int i = 0; i < dimsSize; ++i) { shape[i] = shape::sizeAt(inShapeInfo, dims[i]); strides[i] = shape::strideAt(inShapeInfo, dims[i]); } shape::checkStridesEwsAndOrder(subArrShapeInfo); return subArrShapeInfo; } }