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107 lines
3.3 KiB
107 lines
3.3 KiB
4 months ago
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/*
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* Copyright (C) 2018 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#define LOG_TAG "IndexedShapeWrapper"
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#include "IndexedShapeWrapper.h"
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#include <vector>
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#include "LegacyUtils.h"
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namespace android {
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namespace nn {
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IndexedShapeWrapper::IndexedShapeWrapper(const Shape& wrapped_shape) : shape(&wrapped_shape) {
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strides.resize(shape->dimensions.size());
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strides.back() = 1;
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for (int i = strides.size() - 2; i >= 0; --i) {
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strides[i] = shape->dimensions[i + 1] * strides[i + 1];
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}
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}
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bool IndexedShapeWrapper::nextIndexInplace(std::vector<uint32_t>* index, bool* lastIndex) const {
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NN_CHECK(isValid(*index));
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bool anyIndicesLeft = false;
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for (int i = 0; i < index->size(); ++i) {
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if (index->at(i) < shape->dimensions[i] - 1) {
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anyIndicesLeft = true;
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break;
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}
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}
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if (!anyIndicesLeft) {
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*lastIndex = true;
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return true;
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}
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for (int i = index->size() - 1; i >= 0; --i) {
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++index->at(i);
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if (index->at(i) == shape->dimensions[i]) {
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index->at(i) = 0;
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} else {
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break;
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}
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}
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return true;
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}
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bool IndexedShapeWrapper::indexToFlatIndex(const std::vector<uint32_t>& index,
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uint32_t* flatIndex) const {
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NN_CHECK(isValid(index));
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*flatIndex = 0;
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for (int i = 0; i < index.size(); ++i) {
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*flatIndex += strides[i] * index[i];
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}
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return true;
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}
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bool IndexedShapeWrapper::broadcastedIndexToFlatIndex(const std::vector<uint32_t>& index,
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uint32_t* flatIndex) const {
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NN_CHECK(index.size() >= strides.size());
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*flatIndex = 0;
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for (int i = 1; i <= strides.size(); ++i) {
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uint32_t currentIndex = index[index.size() - i];
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uint32_t currentDimSize = shape->dimensions[shape->dimensions.size() - i];
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NN_CHECK(currentIndex < currentDimSize || currentDimSize == 1);
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if (currentDimSize != 1) {
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*flatIndex += strides[strides.size() - i] * index[index.size() - i];
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}
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}
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return true;
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}
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bool IndexedShapeWrapper::isValid(const std::vector<uint32_t>& index) const {
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if (index.size() != shape->dimensions.size()) {
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LOG(ERROR) << "Index: " << toString(index)
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<< " has a different number of dimensions from shape: "
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<< toString(shape->dimensions);
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return false;
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}
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for (int i = 0; i < index.size(); ++i) {
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if (index[i] >= shape->dimensions[i]) {
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LOG(ERROR) << "Invalid index: " << toString(index)
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<< " is out of range for shape: " << toString(shape->dimensions);
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return false;
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}
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}
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return true;
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}
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} // namespace nn
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} // namespace android
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