/******************************************************************************* * 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 #ifndef __CUDABLAS__ namespace nd4j { ConstantTadHelper::ConstantTadHelper() { std::map pack; _cache.emplace_back(pack); } ConstantTadHelper* ConstantTadHelper::getInstance() { if (!_INSTANCE) _INSTANCE = new ConstantTadHelper(); 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; _mutex.lock(); if (_cache[deviceId].count(descriptor) == 0) { 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 = new Nd4jLong[shape::shapeInfoLength(subArrRank)]; // shape of sub-arrays (same for all for them) auto oPtr = new Nd4jLong[numOfSubArrs]; if (numOfSubArrs > 0) shape::calcSubArrShapeAndOffsets(shapeInfo, numOfSubArrs, dimsToExclude.size(), dimsToExclude.data(), sPtr, oPtr, descriptor.areUnitiesinShape()); ConstantDataBuffer shapesBuffer(sPtr, nullptr, shape::shapeInfoLength(subArrRank)*sizeof(Nd4jLong), DataType::INT64); ConstantDataBuffer offsetsBuffer(oPtr, nullptr, numOfSubArrs*sizeof(Nd4jLong), DataType::INT64); TadPack t(shapesBuffer, offsetsBuffer, numOfSubArrs); // auto shapeInfo = descriptor.originalShape().toShapeInfo(); // shape::TAD tad; // tad.init(shapeInfo, descriptor.axis().data(), descriptor.axis().size()); // tad.createTadOnlyShapeInfo(); // tad.createOffsets(); // auto sPtr = new Nd4jLong[shape::shapeInfoLength(tad.tadOnlyShapeInfo)]; // auto oPtr = new Nd4jLong[tad.numTads]; // memcpy(sPtr, tad.tadOnlyShapeInfo, shape::shapeInfoByteLength(tad.tadOnlyShapeInfo)); // memcpy(oPtr, tad.tadOffsets, tad.numTads * sizeof(Nd4jLong)); // TadPack t(shapesBuffer, offsetsBuffer, tad.numTads); _cache[deviceId][descriptor] = t; TadPack &r = _cache[deviceId][descriptor]; _mutex.unlock(); delete[] shapeInfo; return r; } else { TadPack r = _cache[deviceId][descriptor]; _mutex.unlock(); return r; } } nd4j::ConstantTadHelper* nd4j::ConstantTadHelper::_INSTANCE = 0; } #endif