/******************************************************************************* * 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 raver119@gmail.com // #include "../ConstantTadHelper.h" #include #include #include #include #ifndef __CUDABLAS__ namespace sd { ConstantTadHelper::ConstantTadHelper() { MAP_IMPL pack; _cache.emplace_back(pack); } ConstantTadHelper& ConstantTadHelper::getInstance() { static ConstantTadHelper instance; return instance; } TadPack ConstantTadHelper::tadForDimensions(const Nd4jLong *originalShape, int dimension, const bool keepUnitiesInShape) { return tadForDimensions(originalShape, &dimension, 1, keepUnitiesInShape); } TadPack ConstantTadHelper::tadForDimensions(const Nd4jLong *originalShape, const std::vector &dimensions, const bool keepUnitiesInShape) { return tadForDimensions(originalShape, const_cast(dimensions.data()), dimensions.size(), keepUnitiesInShape); } TadPack ConstantTadHelper::tadForDimensions(const Nd4jLong *originalShape, int* dimensions, int dimLength, const bool keepUnitiesInShape) { TadDescriptor tadDescriptor(originalShape, dimensions, dimLength, keepUnitiesInShape); return tadForDimensions(tadDescriptor); } TadPack ConstantTadHelper::tadForDimensions(ShapeDescriptor &descriptor, std::vector &dimensions, const bool keepUnitiesInShape) { TadDescriptor tadDescriptor(descriptor, dimensions, keepUnitiesInShape); return tadForDimensions(tadDescriptor); } TadPack ConstantTadHelper::tadForDimensions(TadDescriptor &descriptor) { const int deviceId = 0; std::lock_guard lock(_mutex); if (_cache[deviceId].count(descriptor) == 0) { // if there's no TadPack matching this descriptor - create one const auto shapeInfo = descriptor.originalShape().toShapeInfo(); const int rank = shape::rank(shapeInfo); const std::vector dimsToExclude = ShapeUtils::evalDimsToExclude(rank, descriptor.axis()); const Nd4jLong numOfSubArrs = ShapeUtils::getNumOfSubArrs(shapeInfo, dimsToExclude); const int subArrRank = (rank == dimsToExclude.size() || descriptor.areUnitiesinShape()) ? rank : rank - dimsToExclude.size(); auto sPtr = std::make_shared(new Nd4jLong[shape::shapeInfoLength(subArrRank)], std::make_shared()); // shape of sub-arrays (same for all for them) auto oPtr = std::make_shared(new Nd4jLong[numOfSubArrs], std::make_shared()); if (numOfSubArrs > 0) shape::calcSubArrsShapeInfoAndOffsets(shapeInfo, numOfSubArrs, dimsToExclude.size(), dimsToExclude.data(), sPtr->pointerAsT(), oPtr->pointerAsT(), descriptor.areUnitiesinShape()); ConstantShapeBuffer shapeBuffer(sPtr); ConstantOffsetsBuffer offsetsBuffer(oPtr); TadPack t(shapeBuffer, offsetsBuffer, numOfSubArrs); _cache[deviceId][descriptor] = t; delete[] shapeInfo; } return _cache[deviceId][descriptor]; } } #endif