ArmNN
 21.02
IBackendInternal.hpp
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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
8 #include <armnn/Types.hpp>
9 #include <armnn/IRuntime.hpp>
10 #include <armnn/Deprecated.hpp>
11 
13 #include <SubgraphView.hpp>
15 
16 #include "IBackendContext.hpp"
19 #include "IMemoryManager.hpp"
20 #include "ITensorHandleFactory.hpp"
21 #include "OptimizationViews.hpp"
22 
23 #include <vector>
24 #include <memory>
25 
26 namespace armnn
27 {
28 class IWorkloadFactory;
29 class IMemoryManager;
30 class ILayerSupport;
31 
33 {
34  uint32_t m_Major;
35  uint32_t m_Minor;
36 
37  constexpr BackendVersion()
38  : m_Major(0)
39  , m_Minor(0)
40  {}
41  constexpr BackendVersion(uint32_t major, uint32_t minor)
42  : m_Major(major)
43  , m_Minor(minor)
44  {}
45 
46  bool operator==(const BackendVersion& other) const
47  {
48  return this == &other ||
49  (this->m_Major == other.m_Major &&
50  this->m_Minor == other.m_Minor);
51  }
52 
53  bool operator<=(const BackendVersion& other) const
54  {
55  return this->m_Major < other.m_Major ||
56  (this->m_Major == other.m_Major &&
57  this->m_Minor <= other.m_Minor);
58  }
59 };
60 
61 inline std::ostream& operator<<(std::ostream& os, const BackendVersion& backendVersion)
62 {
63  os << "[" << backendVersion.m_Major << "." << backendVersion.m_Minor << "]";
64 
65  return os;
66 }
67 
68 class IBackendInternal : public IBackend
69 {
70 protected:
71  /// Creation must be done through a specific
72  /// backend interface.
73  IBackendInternal() = default;
74 
75 public:
76  /// Allow backends created by the factory function
77  /// to be destroyed through IBackendInternal.
78  ~IBackendInternal() override = default;
79 
80  using IWorkloadFactoryPtr = std::unique_ptr<IWorkloadFactory>;
81  using IBackendContextPtr = std::unique_ptr<IBackendContext>;
82  /// This is the bridge between backend and backend profiling we'll keep it in the backend namespace.
83  using IBackendProfilingContextPtr = std::shared_ptr<armnn::profiling::IBackendProfilingContext>;
84  using IBackendProfilingPtr = std::unique_ptr<armnn::profiling::IBackendProfiling>;
85  using OptimizationPtr = std::unique_ptr<Optimization>;
86  using Optimizations = std::vector<OptimizationPtr>;
87  using ILayerSupportSharedPtr = std::shared_ptr<ILayerSupport>;
88 
89  using IBackendSpecificModelContextPtr = std::shared_ptr<IBackendModelContext>;
90 
91  using IMemoryManagerUniquePtr = std::unique_ptr<IMemoryManager>;
92  using IMemoryManagerSharedPtr = std::shared_ptr<IMemoryManager>;
93 
94  using GraphUniquePtr = std::unique_ptr<Graph>;
95  using SubgraphViewUniquePtr = std::unique_ptr<SubgraphView>;
96 
98  using ISubGraphConverterPtr ARMNN_DEPRECATED_MSG("This type is no longer supported")
99  = std::unique_ptr<ISubGraphConverter>;
100  using SubGraphUniquePtr ARMNN_DEPRECATED_MSG("SubGraph is deprecated, use SubgraphView instead")
101  = std::unique_ptr<SubGraph>;
102 
103  ARMNN_DEPRECATED_MSG("This method is no longer supported")
104  virtual ISubGraphConverterPtr CreateSubGraphConverter(const std::shared_ptr<SubGraph>& subGraph) const;
105 
106  ARMNN_DEPRECATED_MSG("Use \"OptimizationViews OptimizeSubgraphView(const SubgraphView&)\" instead")
107  virtual Optimizations GetOptimizations() const;
108 
109  ARMNN_DEPRECATED_MSG("Use \"OptimizationViews OptimizeSubgraphView(const SubgraphView&)\" instead")
110  virtual SubGraphUniquePtr OptimizeSubGraph(const SubGraph& subGraph, bool& optimizationAttempted) const;
112 
113  virtual IMemoryManagerUniquePtr CreateMemoryManager() const;
114 
115  virtual IWorkloadFactoryPtr CreateWorkloadFactory(
116  const IMemoryManagerSharedPtr& memoryManager = nullptr) const = 0;
117 
118  virtual IWorkloadFactoryPtr CreateWorkloadFactory(
119  class TensorHandleFactoryRegistry& tensorHandleFactoryRegistry) const;
120 
121  virtual IWorkloadFactoryPtr CreateWorkloadFactory(
122  const IMemoryManagerSharedPtr& memoryManager,
123  const ModelOptions& modelOptions) const;
124 
125  virtual IWorkloadFactoryPtr CreateWorkloadFactory(
126  class TensorHandleFactoryRegistry& tensorHandleFactoryRegistry,
127  const ModelOptions& modelOptions) const;
128 
129  /// Create the runtime context of the backend
130  ///
131  /// Implementations may return a default-constructed IBackendContextPtr if
132  /// no context is needed at runtime.
133  /// Implementations must throw BackendUnavailableException if the backend
134  /// cannot be used (for example, necessary accelerator hardware is not present).
135  /// The default implementation always returns a default-constructed pointer.
136  virtual IBackendContextPtr CreateBackendContext(const IRuntime::CreationOptions&) const;
137 
138  virtual IBackendSpecificModelContextPtr CreateBackendSpecificModelContext(const ModelOptions& modelOptions) const;
139 
140  /// Create context specifically used for profiling interaction from backends.
141  virtual IBackendProfilingContextPtr CreateBackendProfilingContext(const IRuntime::CreationOptions& creationOptions,
142  IBackendProfilingPtr& backendProfiling);
143 
144  virtual ILayerSupportSharedPtr GetLayerSupport() const = 0;
145 
146  virtual ILayerSupportSharedPtr GetLayerSupport(const ModelOptions& modelOptions) const;
147 
148  virtual OptimizationViews OptimizeSubgraphView(const SubgraphView& subgraph) const;
149 
150  virtual OptimizationViews OptimizeSubgraphView(const SubgraphView& subgraph,
151  const ModelOptions& modelOptions) const;
152 
153  bool SupportsTensorAllocatorAPI() const;
154 
155  ITensorHandleFactory::FactoryId GetBackwardCompatibleFavoriteHandleFactory();
156 
157  /// (Optional) Returns a vector of supported TensorHandleFactory ids in preference order.
158  virtual std::vector<ITensorHandleFactory::FactoryId> GetHandleFactoryPreferences() const;
159 
160  /// (Optional) Register TensorHandleFactories
161  /// Either this method or CreateMemoryManager() and
162  /// IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented.
163  virtual void RegisterTensorHandleFactories(class TensorHandleFactoryRegistry& /*registry*/) {}
164 
165  /// Returns the version of the Backend API
166  static constexpr BackendVersion GetApiVersion() { return BackendVersion(1, 0); }
167 };
168 
169 using IBackendInternalUniquePtr = std::unique_ptr<IBackendInternal>;
170 
171 } // namespace armnn
std::unique_ptr< IWorkloadFactory > IWorkloadFactoryPtr
std::vector< OptimizationPtr > Optimizations
bool operator<=(const BackendVersion &other) const
std::unique_ptr< Optimization > OptimizationPtr
constexpr BackendVersion(uint32_t major, uint32_t minor)
#define ARMNN_NO_DEPRECATE_WARN_BEGIN
Definition: Deprecated.hpp:33
std::vector< BackendOptions > ModelOptions
Each backend should implement an IBackend.
Definition: Types.hpp:186
std::ostream & operator<<(std::ostream &os, const std::vector< Compute > &compute)
Deprecated function that will be removed together with the Compute enum.
Definition: BackendId.hpp:47
Copyright (c) 2021 ARM Limited and Contributors.
std::unique_ptr< IMemoryManager > IMemoryManagerUniquePtr
std::unique_ptr< SubgraphView > SubgraphViewUniquePtr
The SubgraphView class represents a subgraph of a Graph.
static constexpr BackendVersion GetApiVersion()
Returns the version of the Backend API.
std::unique_ptr< armnn::profiling::IBackendProfiling > IBackendProfilingPtr
ITensorHandleFactory::FactoryId FactoryId
#define ARMNN_NO_DEPRECATE_WARN_END
Definition: Deprecated.hpp:34
std::shared_ptr< IBackendModelContext > IBackendSpecificModelContextPtr
std::shared_ptr< IMemoryManager > IMemoryManagerSharedPtr
bool operator==(const BackendVersion &other) const
std::shared_ptr< ILayerSupport > ILayerSupportSharedPtr
std::unique_ptr< SubGraph > instead
#define ARMNN_DEPRECATED_MSG(message)
Definition: Deprecated.hpp:43
std::unique_ptr< Graph > GraphUniquePtr
std::unique_ptr< IBackendInternal > IBackendInternalUniquePtr
std::shared_ptr< armnn::profiling::IBackendProfilingContext > IBackendProfilingContextPtr
This is the bridge between backend and backend profiling we&#39;ll keep it in the backend namespace...
std::unique_ptr< IBackendContext > IBackendContextPtr