/* * Copyright (C) 2018 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://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. */ #define LOG_TAG "IndexedShapeWrapper" #include "IndexedShapeWrapper.h" #include #include "LegacyUtils.h" namespace android { namespace nn { IndexedShapeWrapper::IndexedShapeWrapper(const Shape& wrapped_shape) : shape(&wrapped_shape) { strides.resize(shape->dimensions.size()); strides.back() = 1; for (int i = strides.size() - 2; i >= 0; --i) { strides[i] = shape->dimensions[i + 1] * strides[i + 1]; } } bool IndexedShapeWrapper::nextIndexInplace(std::vector* index, bool* lastIndex) const { NN_CHECK(isValid(*index)); bool anyIndicesLeft = false; for (int i = 0; i < index->size(); ++i) { if (index->at(i) < shape->dimensions[i] - 1) { anyIndicesLeft = true; break; } } if (!anyIndicesLeft) { *lastIndex = true; return true; } for (int i = index->size() - 1; i >= 0; --i) { ++index->at(i); if (index->at(i) == shape->dimensions[i]) { index->at(i) = 0; } else { break; } } return true; } bool IndexedShapeWrapper::indexToFlatIndex(const std::vector& index, uint32_t* flatIndex) const { NN_CHECK(isValid(index)); *flatIndex = 0; for (int i = 0; i < index.size(); ++i) { *flatIndex += strides[i] * index[i]; } return true; } bool IndexedShapeWrapper::broadcastedIndexToFlatIndex(const std::vector& index, uint32_t* flatIndex) const { NN_CHECK(index.size() >= strides.size()); *flatIndex = 0; for (int i = 1; i <= strides.size(); ++i) { uint32_t currentIndex = index[index.size() - i]; uint32_t currentDimSize = shape->dimensions[shape->dimensions.size() - i]; NN_CHECK(currentIndex < currentDimSize || currentDimSize == 1); if (currentDimSize != 1) { *flatIndex += strides[strides.size() - i] * index[index.size() - i]; } } return true; } bool IndexedShapeWrapper::isValid(const std::vector& index) const { if (index.size() != shape->dimensions.size()) { LOG(ERROR) << "Index: " << toString(index) << " has a different number of dimensions from shape: " << toString(shape->dimensions); return false; } for (int i = 0; i < index.size(); ++i) { if (index[i] >= shape->dimensions[i]) { LOG(ERROR) << "Invalid index: " << toString(index) << " is out of range for shape: " << toString(shape->dimensions); return false; } } return true; } } // namespace nn } // namespace android