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66 lines
2.5 KiB
66 lines
2.5 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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#ifndef ANDROID_FRAMEWORKS_ML_NN_COMMON_INDEXED_SHAPE_WRAPPER_H
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#define ANDROID_FRAMEWORKS_ML_NN_COMMON_INDEXED_SHAPE_WRAPPER_H
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#include "OperationsUtils.h"
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namespace android {
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namespace nn {
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// A wrapper over a Shape class implementing some indexing logic for a wrapped
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// shape.
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// To get an offset for an element in a tensor from vector index, one needs to
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// calculate strides first. This class removes the need to recalculate strides
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// for every indexing and also provides some utility functions.
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class IndexedShapeWrapper {
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public:
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IndexedShapeWrapper(const Shape& wrapped_shape);
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// Calculates the next index in a lexicograpical order for a wrapped shape
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// inplace. Only accepts valid index for a given shape as an input.
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// Sets lastIndex to true if the received index was the last in a
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// lexicographical order for a given shape. In this case, index stays the
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// same.
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bool nextIndexInplace(std::vector<uint32_t>* index, bool* lastIndex) const;
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// Given an index as a vector with per-dimension indices, calculates an
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// offset of the element in a flattened tensor.
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bool indexToFlatIndex(const std::vector<uint32_t>& index, uint32_t* flatIndex) const;
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// Same as indexToFlatIndex, only ignores first dimensions of an index if
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// they are not present in the shape. Also ignores dimensions of a shape of
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// size 1.
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// For example:
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// for shape: [3, 1, 2]
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// and index: [4, 2, 5, 1]
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// the function will ignore dimensions with indices 4 and 5 and set
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// flatIndex to 5 as a result.
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bool broadcastedIndexToFlatIndex(const std::vector<uint32_t>& index, uint32_t* flatIndex) const;
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private:
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const Shape* const shape;
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std::vector<uint32_t> strides;
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bool isValid(const std::vector<uint32_t>& index) const;
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};
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} // namespace nn
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} // namespace android
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#endif // ANDROID_FRAMEWORKS_ML_NN_COMMON_INDEXED_SHAPE_WRAPPER_H
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