ArmNN
 21.02
Functions
NeonLayerSupportTests.cpp File Reference
#include "NeonWorkloadFactoryHelper.hpp"
#include <layers/ConvertFp16ToFp32Layer.hpp>
#include <layers/ConvertFp32ToFp16Layer.hpp>
#include <test/TensorHelpers.hpp>
#include <backendsCommon/CpuTensorHandle.hpp>
#include <neon/NeonWorkloadFactory.hpp>
#include <backendsCommon/test/IsLayerSupportedTestImpl.hpp>
#include <backendsCommon/test/LayerTests.hpp>
#include <boost/test/unit_test.hpp>
#include <string>

Go to the source code of this file.

Functions

 BOOST_AUTO_TEST_CASE (IsLayerSupportedFloat16Neon)
 
 BOOST_AUTO_TEST_CASE (IsLayerSupportedFloat32Neon)
 
 BOOST_AUTO_TEST_CASE (IsLayerSupportedQAsymmU8Neon)
 
 BOOST_AUTO_TEST_CASE (IsLayerSupportedQAsymmS8Neon)
 
 BOOST_AUTO_TEST_CASE (IsLayerSupportedQSymmS8Neon)
 
 BOOST_AUTO_TEST_CASE (IsConvertFp16ToFp32SupportedNeon)
 
 BOOST_AUTO_TEST_CASE (IsConvertFp32ToFp16SupportedNeon)
 
 BOOST_AUTO_TEST_CASE (IsLogicalBinarySupportedNeon)
 
 BOOST_AUTO_TEST_CASE (IsLogicalBinaryBroadcastSupportedNeon)
 
 BOOST_AUTO_TEST_CASE (IsMeanSupportedNeon)
 
 BOOST_AUTO_TEST_CASE (IsConstantSupportedNeon)
 

Function Documentation

◆ BOOST_AUTO_TEST_CASE() [1/11]

BOOST_AUTO_TEST_CASE ( IsLayerSupportedFloat16Neon  )

Definition at line 23 of file NeonLayerSupportTests.cpp.

24 {
25  armnn::NeonWorkloadFactory factory =
26  NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager());
27  IsLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::DataType::Float16>(&factory);
28 }

◆ BOOST_AUTO_TEST_CASE() [2/11]

BOOST_AUTO_TEST_CASE ( IsLayerSupportedFloat32Neon  )

Definition at line 30 of file NeonLayerSupportTests.cpp.

31 {
32  armnn::NeonWorkloadFactory factory =
33  NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager());
34  IsLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::DataType::Float32>(&factory);
35 }

◆ BOOST_AUTO_TEST_CASE() [3/11]

BOOST_AUTO_TEST_CASE ( IsLayerSupportedQAsymmU8Neon  )

Definition at line 37 of file NeonLayerSupportTests.cpp.

38 {
39  armnn::NeonWorkloadFactory factory =
40  NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager());
41  IsLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::DataType::QAsymmU8>(&factory);
42 }

◆ BOOST_AUTO_TEST_CASE() [4/11]

BOOST_AUTO_TEST_CASE ( IsLayerSupportedQAsymmS8Neon  )

Definition at line 44 of file NeonLayerSupportTests.cpp.

45 {
46  armnn::NeonWorkloadFactory factory =
47  NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager());
48  IsLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::DataType::QAsymmS8>(&factory);
49 }

◆ BOOST_AUTO_TEST_CASE() [5/11]

BOOST_AUTO_TEST_CASE ( IsLayerSupportedQSymmS8Neon  )

Definition at line 51 of file NeonLayerSupportTests.cpp.

52 {
53  armnn::NeonWorkloadFactory factory =
54  NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager());
55  IsLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::DataType::QSymmS8>(&factory);
56 }

◆ BOOST_AUTO_TEST_CASE() [6/11]

BOOST_AUTO_TEST_CASE ( IsConvertFp16ToFp32SupportedNeon  )

Definition at line 58 of file NeonLayerSupportTests.cpp.

References armnn::Float16, and armnn::Float32.

59 {
60  std::string reasonIfUnsupported;
61 
62  bool result = IsConvertLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::ConvertFp16ToFp32Layer,
63  armnn::DataType::Float16, armnn::DataType::Float32>(reasonIfUnsupported);
64 
65  BOOST_CHECK(result);
66 }
armnn::ConvertFp16ToFp32Layer
This layer converts data type Float 16 to Float 32.
Definition: ConvertFp16ToFp32Layer.hpp:14

◆ BOOST_AUTO_TEST_CASE() [7/11]

BOOST_AUTO_TEST_CASE ( IsConvertFp32ToFp16SupportedNeon  )

Definition at line 68 of file NeonLayerSupportTests.cpp.

References armnn::Float16, and armnn::Float32.

69 {
70  std::string reasonIfUnsupported;
71 
72  bool result = IsConvertLayerSupportedTests<armnn::NeonWorkloadFactory, armnn::ConvertFp32ToFp16Layer,
73  armnn::DataType::Float32, armnn::DataType::Float16>(reasonIfUnsupported);
74 
75  BOOST_CHECK(result);
76 }
armnn::ConvertFp32ToFp16Layer
This layer converts data type Float 32 to Float 16.
Definition: ConvertFp32ToFp16Layer.hpp:13

◆ BOOST_AUTO_TEST_CASE() [8/11]

BOOST_AUTO_TEST_CASE ( IsLogicalBinarySupportedNeon  )

Definition at line 78 of file NeonLayerSupportTests.cpp.

References armnn::Boolean.

79 {
80  std::string reasonIfUnsupported;
81 
82  bool result = IsLogicalBinaryLayerSupportedTests<armnn::NeonWorkloadFactory,
83  armnn::DataType::Boolean, armnn::DataType::Boolean>(reasonIfUnsupported);
84 
85  BOOST_CHECK(result);
86 }

◆ BOOST_AUTO_TEST_CASE() [9/11]

BOOST_AUTO_TEST_CASE ( IsLogicalBinaryBroadcastSupportedNeon  )

Definition at line 88 of file NeonLayerSupportTests.cpp.

References armnn::Boolean.

89 {
90  std::string reasonIfUnsupported;
91 
92  bool result = IsLogicalBinaryLayerBroadcastSupportedTests<armnn::NeonWorkloadFactory,
93  armnn::DataType::Boolean, armnn::DataType::Boolean>(reasonIfUnsupported);
94 
95  BOOST_CHECK(result);
96 }

◆ BOOST_AUTO_TEST_CASE() [10/11]

BOOST_AUTO_TEST_CASE ( IsMeanSupportedNeon  )

Definition at line 98 of file NeonLayerSupportTests.cpp.

References armnn::Float32.

99 {
100  std::string reasonIfUnsupported;
101 
102  bool result = IsMeanLayerSupportedTests<armnn::NeonWorkloadFactory,
103  armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported);
104 
105  BOOST_CHECK(result);
106 }

◆ BOOST_AUTO_TEST_CASE() [11/11]

BOOST_AUTO_TEST_CASE ( IsConstantSupportedNeon  )

Definition at line 108 of file NeonLayerSupportTests.cpp.

References armnn::BFloat16, armnn::Boolean, BOOST_AUTO_TEST_SUITE_END(), armnn::Float16, armnn::Float32, armnn::QAsymmS8, armnn::QAsymmU8, armnn::QSymmS16, and armnn::QSymmS8.

109 {
110  std::string reasonIfUnsupported;
111 
112  bool result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
113  armnn::DataType::Float16>(reasonIfUnsupported);
114  BOOST_CHECK(result);
115 
116  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
117  armnn::DataType::Float32>(reasonIfUnsupported);
118  BOOST_CHECK(result);
119 
120  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
121  armnn::DataType::QAsymmU8>(reasonIfUnsupported);
122  BOOST_CHECK(result);
123 
124  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
125  armnn::DataType::Boolean>(reasonIfUnsupported);
126  BOOST_CHECK(!result);
127 
128  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
129  armnn::DataType::QSymmS16>(reasonIfUnsupported);
130  BOOST_CHECK(result);
131 
132  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
133  armnn::DataType::QSymmS8>(reasonIfUnsupported);
134  BOOST_CHECK(result);
135 
136  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
137  armnn::DataType::QAsymmS8>(reasonIfUnsupported);
138  BOOST_CHECK(result);
139 
140  result = IsConstantLayerSupportedTests<armnn::NeonWorkloadFactory,
141  armnn::DataType::BFloat16>(reasonIfUnsupported);
142  BOOST_CHECK(result);
143 }