ArmNN
 22.05
ResizeTestImpl.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 <armnnTestUtils/LayerTestResult.hpp>
9 
10 #include <ResolveType.hpp>
11 
12 #include <armnn/Types.hpp>
13 
14 #include <armnn/backends/IBackendInternal.hpp>
15 #include <armnn/backends/WorkloadFactory.hpp>
16 
17 // Bilinear
18 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
19 LayerTestResult<T, 4> ResizeBilinearNopTest(
20  armnn::IWorkloadFactory& workloadFactory,
21  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
22  const armnn::ITensorHandleFactory& tensorHandleFactory,
23  const armnn::DataLayout dataLayout);
24 
25 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
26 LayerTestResult<T, 4> SimpleResizeBilinearTest(
27  armnn::IWorkloadFactory& workloadFactory,
28  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
29  const armnn::ITensorHandleFactory& tensorHandleFactory,
30  const armnn::DataLayout dataLayout);
31 
32 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
33 LayerTestResult<T, 4> ResizeBilinearSqMinTest(
34  armnn::IWorkloadFactory& workloadFactory,
35  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
36  const armnn::ITensorHandleFactory& tensorHandleFactory,
37  const armnn::DataLayout dataLayout);
38 
39 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
40 LayerTestResult<T, 4> ResizeBilinearMinTest(
41  armnn::IWorkloadFactory& workloadFactory,
42  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
43  const armnn::ITensorHandleFactory& tensorHandleFactory,
44  const armnn::DataLayout dataLayout);
45 
46 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
47 LayerTestResult<T, 4> ResizeBilinearMagTest(
48  armnn::IWorkloadFactory& workloadFactory,
49  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
50  const armnn::ITensorHandleFactory& tensorHandleFactory,
51  const armnn::DataLayout dataLayout);
52 
53 // NearestNeighbor
54 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
55 LayerTestResult<T, 4> ResizeNearestNeighborNopTest(
56  armnn::IWorkloadFactory& workloadFactory,
57  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
58  const armnn::ITensorHandleFactory& tensorHandleFactory,
59  const armnn::DataLayout dataLayout);
60 
61 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
62 LayerTestResult<T, 4> SimpleResizeNearestNeighborTest(
63  armnn::IWorkloadFactory& workloadFactory,
64  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
65  const armnn::ITensorHandleFactory& tensorHandleFactory,
66  const armnn::DataLayout dataLayout);
67 
68 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
69 LayerTestResult<T, 4> ResizeNearestNeighborSqMinTest(
70  armnn::IWorkloadFactory& workloadFactory,
71  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
72  const armnn::ITensorHandleFactory& tensorHandleFactory,
73  const armnn::DataLayout dataLayout);
74 
75 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
76 LayerTestResult<T, 4> ResizeNearestNeighborMinTest(
77  armnn::IWorkloadFactory& workloadFactory,
78  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
79  const armnn::ITensorHandleFactory& tensorHandleFactory,
80  const armnn::DataLayout dataLayout);
81 
82 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
83 LayerTestResult<T, 4> ResizeNearestNeighborMagTest(
84  armnn::IWorkloadFactory& workloadFactory,
85  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
86  const armnn::ITensorHandleFactory& tensorHandleFactory,
87  const armnn::DataLayout dataLayout,
88  float inQuantScale,
89  int32_t inQuantOffset,
90  float outQuantScale,
91  int32_t outQuantOffset);
92 
93 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
94 LayerTestResult<T, 4> HalfPixelCentersResizeBilinearTest(
95  armnn::IWorkloadFactory& workloadFactory,
96  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
97  const armnn::ITensorHandleFactory& tensorHandleFactory,
98  const armnn::DataLayout dataLayout);
99 
100 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
101 LayerTestResult<T, 4> AlignCornersResizeBilinearTest(
102  armnn::IWorkloadFactory& workloadFactory,
103  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
104  const armnn::ITensorHandleFactory& tensorHandleFactory,
105  const armnn::DataLayout dataLayout);
106 
107 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
108 LayerTestResult<T, 4> HalfPixelCentersResizeNearestNeighbourTest(
109  armnn::IWorkloadFactory& workloadFactory,
110  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
111  const armnn::ITensorHandleFactory& tensorHandleFactory,
112  const armnn::DataLayout dataLayout);
113 
114 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
115 LayerTestResult<T, 4> AlignCornersResizeNearestNeighbourTest(
116  armnn::IWorkloadFactory& workloadFactory,
117  const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
118  const armnn::ITensorHandleFactory& tensorHandleFactory,
119  const armnn::DataLayout dataLayout);
ResizeNearestNeighborNopTest
LayerTestResult< T, 4 > ResizeNearestNeighborNopTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:351
armnn::DataLayout
DataLayout
Definition: Types.hpp:62
IBackendInternal.hpp
SimpleResizeBilinearTest
LayerTestResult< T, 4 > SimpleResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:186
ResizeNearestNeighborSqMinTest
LayerTestResult< T, 4 > ResizeNearestNeighborSqMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:425
SimpleResizeNearestNeighborTest
LayerTestResult< T, 4 > SimpleResizeNearestNeighborTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:385
ResolveType.hpp
AlignCornersResizeBilinearTest
LayerTestResult< T, 4 > AlignCornersResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:589
ResizeNearestNeighborMagTest
LayerTestResult< T, 4 > ResizeNearestNeighborMagTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout, float inQuantScale, int32_t inQuantOffset, float outQuantScale, int32_t outQuantOffset)
Definition: ResizeTestImpl.cpp:505
ResizeBilinearMinTest
LayerTestResult< T, 4 > ResizeBilinearMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:267
armnn::IBackendInternal::IMemoryManagerSharedPtr
std::shared_ptr< IMemoryManager > IMemoryManagerSharedPtr
Definition: IBackendInternal.hpp:97
Types.hpp
ResizeNearestNeighborMinTest
LayerTestResult< T, 4 > ResizeNearestNeighborMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:466
ResizeBilinearNopTest
LayerTestResult< T, 4 > ResizeBilinearNopTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:152
HalfPixelCentersResizeNearestNeighbourTest
LayerTestResult< T, 4 > HalfPixelCentersResizeNearestNeighbourTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:618
HalfPixelCentersResizeBilinearTest
LayerTestResult< T, 4 > HalfPixelCentersResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:551
ResizeBilinearSqMinTest
LayerTestResult< T, 4 > ResizeBilinearSqMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:226
ResizeBilinearMagTest
LayerTestResult< T, 4 > ResizeBilinearMagTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:306
AlignCornersResizeNearestNeighbourTest
LayerTestResult< T, 4 > AlignCornersResizeNearestNeighbourTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:649