ArmNN
 24.08
SubgraphViewSelector.hpp
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1 //
2 // Copyright © 2017, 2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 #pragma once
6 
8 #include <functional>
9 #include <memory>
10 
11 namespace armnn
12 {
13 
14 class Layer;
15 class Graph;
16 
17 /// Algorithm that splits a Graph into Subgraphs based on a filtering of layers (e.g. which layers are appropriate for
18 /// a certain backend). The resulting subgraphs are guaranteed to be form a DAG (i.e. there are no dependency loops).
19 ///
20 /// The algorithm aims to produce as few subgraphs as possible.
22 {
23 public:
24  using Subgraphs = std::vector<SubgraphView::SubgraphViewPtr>;
25  using LayerSelectorFunction = std::function<bool(const Layer&)>;
26 
27  /// Selects subgraphs from a graph based on the selector function and the algorithm.
28  /// Since the Subgraphs object returns modifiable pointers to the input and output slots of the graph:
29  /// 1) the graph/sub-graph cannot be const
30  /// 2) the caller needs to make sure that the Subgraphs lifetime is shorter than the parent graph's
31  static Subgraphs SelectSubgraphs(Graph& graph, const LayerSelectorFunction& selector);
32  static Subgraphs SelectSubgraphs(SubgraphView& subgraph, const LayerSelectorFunction& selector);
33 
34 private:
35  // this is a utility class, don't construct or copy
36  SubgraphViewSelector() = delete;
38  SubgraphViewSelector & operator=(const SubgraphViewSelector&) = delete;
39 };
40 
41 } // namespace armnn
armnn::Layer
Definition: Layer.hpp:230
armnn::SubgraphViewSelector
Algorithm that splits a Graph into Subgraphs based on a filtering of layers (e.g.
Definition: SubgraphViewSelector.hpp:21
armnn::SubgraphViewSelector::SelectSubgraphs
static Subgraphs SelectSubgraphs(Graph &graph, const LayerSelectorFunction &selector)
Selects subgraphs from a graph based on the selector function and the algorithm.
Definition: SubgraphViewSelector.cpp:269
armnn::SubgraphViewSelector::LayerSelectorFunction
std::function< bool(const Layer &)> LayerSelectorFunction
Definition: SubgraphViewSelector.hpp:25
armnn::SubgraphView
The SubgraphView class represents a subgraph of a Graph.
Definition: SubgraphView.hpp:31
SubgraphView.hpp
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
armnn::SubgraphViewSelector::Subgraphs
std::vector< SubgraphView::SubgraphViewPtr > Subgraphs
Definition: SubgraphViewSelector.hpp:24
armnn::Graph
Definition: Graph.hpp:30