/* ****************************************************************************** * * * 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 "../ConstantTadHelper.h" #include #include #include #include #include #include #include #include namespace sd { ConstantTadHelper::ConstantTadHelper() { auto numDevices = AffinityManager::numberOfDevices(); for (int e = 0; e < numDevices; e++) { 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 = AffinityManager::currentDeviceId(); std::lock_guard lock(_mutex); 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 = std::make_shared(new Nd4jLong[shape::shapeInfoLength(subArrRank)], std::make_shared()); 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()); Nd4jPointer soPtr; auto res = cudaMalloc(reinterpret_cast(&soPtr), numOfSubArrs * sizeof(Nd4jLong)); if (res != 0) throw cuda_exception::build("Memory allocation for tadOffsets failed", res); res = cudaMemcpy(soPtr, oPtr->pointer(), numOfSubArrs * sizeof(Nd4jLong), cudaMemcpyHostToDevice); if (res != 0) throw cuda_exception::build("tadOffsets copy failed", res); // TODO: add deallocator here? auto ssPtr = std::make_shared(ConstantHelper::getInstance().replicatePointer(sPtr->pointer(), shape::shapeInfoByteLength(subArrRank))); ConstantShapeBuffer shapesBuffer(sPtr, ssPtr); ConstantOffsetsBuffer offsetsBuffer(oPtr, std::make_shared(soPtr, std::make_shared())); TadPack t(shapesBuffer, offsetsBuffer, numOfSubArrs); _cache[deviceId][descriptor] = t; TadPack r = _cache[deviceId][descriptor]; delete[] shapeInfo; return r; } else { TadPack r = _cache[deviceId][descriptor]; return r; } } }