ArmNN
 24.08
TosaLayerSupportRules.hpp
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1 //
2 // Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
8 // List of Layer Support Rules common to TOSA backends only, for use with CheckSupportRule()
9 
10 struct TosaOperatorAttributeOfAny : public Rule
11 {
12  template<typename Container>
13  explicit TosaOperatorAttributeOfAny(TosaSerializationOperator* op, const Container& c)
14  {
15  m_Res = std::any_of(c.begin(), c.end(), [&op](Attribute attribute)
16  {
17  return attribute == op->GetAttributeType();
18  });
19  }
20 };
21 
22 struct TosaTypeAnyOf : public Rule
23 {
24  template<typename Container>
25  TosaTypeAnyOf(TosaSerializationTensor* tensor, const Container& c)
26  {
27  m_Res = std::any_of(c.begin(), c.end(), [&tensor](DType dt)
28  {
29  return dt == tensor->GetDtype();
30  });
31  }
32 };
33 
35 {
36  explicit TosaTensorNumDimensionsWithinBounds(TosaSerializationTensor* tensor)
37  {
38  m_Res = (tensor->GetShape().size() <= MaxNumOfTensorDimensions) || (!tensor->GetShape().empty());
39  }
40 };
41 
42 struct TosaAssertSize : public Rule
43 {
44  template<typename Container>
45  explicit TosaAssertSize(const Container& c1, const Container& c2)
46  {
47  m_Res = (c1.size() == c2.size());
48  }
49 };
50 
51 struct TosaContainerContainsTwoTypes : public Rule
52 {
53  explicit TosaContainerContainsTwoTypes(std::tuple<DType, DType>& check,
54  const std::vector<std::tuple<DType, DType>>& c)
55  {
56  for (auto item: c)
57  {
58  if (std::get<0>(check) == std::get<0>(item) &&
59  std::get<1>(check) == std::get<1>(item))
60  {
61  m_Res = true;
62  return;
63  }
64  }
65  m_Res = false;
66  }
67 };
68 
69 struct TosaContainerContainsThreeTypes : public Rule
70 {
71  explicit TosaContainerContainsThreeTypes(std::tuple<DType, DType, DType>& check,
72  const std::vector<std::tuple<DType, DType, DType>>& c)
73  {
74  for (auto item: c)
75  {
76  if (std::get<0>(check) == std::get<0>(item) &&
77  std::get<1>(check) == std::get<1>(item) &&
78  std::get<2>(check) == std::get<2>(item))
79  {
80  m_Res = true;
81  return;
82  }
83  }
84  m_Res = false;
85  }
86 };
armnn::MaxNumOfTensorDimensions
constexpr unsigned int MaxNumOfTensorDimensions
Definition: Types.hpp:31
TosaTensorNumDimensionsWithinBounds
Definition: TosaLayerSupportRules.hpp:34
TosaContainerContainsTwoTypes
Definition: TosaLayerSupportRules.hpp:51
TosaContainerContainsThreeTypes::TosaContainerContainsThreeTypes
TosaContainerContainsThreeTypes(std::tuple< DType, DType, DType > &check, const std::vector< std::tuple< DType, DType, DType >> &c)
Definition: TosaLayerSupportRules.hpp:71
TosaOperatorAttributeOfAny::TosaOperatorAttributeOfAny
TosaOperatorAttributeOfAny(TosaSerializationOperator *op, const Container &c)
Definition: TosaLayerSupportRules.hpp:13
TosaContainerContainsThreeTypes
Definition: TosaLayerSupportRules.hpp:69
TosaTensorNumDimensionsWithinBounds::TosaTensorNumDimensionsWithinBounds
TosaTensorNumDimensionsWithinBounds(TosaSerializationTensor *tensor)
Definition: TosaLayerSupportRules.hpp:36
TosaTypeAnyOf::TosaTypeAnyOf
TosaTypeAnyOf(TosaSerializationTensor *tensor, const Container &c)
Definition: TosaLayerSupportRules.hpp:25
TosaOperatorAttributeOfAny
Definition: TosaLayerSupportRules.hpp:10
TosaContainerContainsTwoTypes::TosaContainerContainsTwoTypes
TosaContainerContainsTwoTypes(std::tuple< DType, DType > &check, const std::vector< std::tuple< DType, DType >> &c)
Definition: TosaLayerSupportRules.hpp:53
TosaAssertSize::TosaAssertSize
TosaAssertSize(const Container &c1, const Container &c2)
Definition: TosaLayerSupportRules.hpp:45
TosaAssertSize
Definition: TosaLayerSupportRules.hpp:42
TosaTypeAnyOf
Definition: TosaLayerSupportRules.hpp:22