1 //
2 // Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5
6 #include "LogTestImpl.hpp"
7 #include "ElementwiseUnaryTestImpl.hpp"
8
9 template<armnn::DataType ArmnnType, typename T>
Log2dTest(armnn::IWorkloadFactory & workloadFactory,const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager,const armnn::ITensorHandleFactory & tensorHandleFactory)10 LayerTestResult<T, 2> Log2dTest(
11 armnn::IWorkloadFactory& workloadFactory,
12 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
13 const armnn::ITensorHandleFactory& tensorHandleFactory)
14 {
15 const unsigned int inputShape[] = { 2, 2 };
16
17 std::vector<float> inputValues
18 {
19 3.0f, 2.7182818284f,
20 1.0f, 1.1f
21 };
22
23 std::vector<float> expectedOutputValues
24 {
25 1.09861228867f, 0.99999999997f,
26 0.0f, 0.0953101798f
27 };
28
29 return ElementwiseUnaryTestHelper<2, ArmnnType>(
30 workloadFactory,
31 memoryManager,
32 armnn::UnaryOperation::Log,
33 inputShape,
34 inputValues,
35 inputShape,
36 expectedOutputValues,
37 tensorHandleFactory);
38 }
39
40 template<armnn::DataType ArmnnType, typename T>
Log3dTest(armnn::IWorkloadFactory & workloadFactory,const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager,const armnn::ITensorHandleFactory & tensorHandleFactory)41 LayerTestResult<T, 3> Log3dTest(
42 armnn::IWorkloadFactory& workloadFactory,
43 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
44 const armnn::ITensorHandleFactory& tensorHandleFactory)
45 {
46 const unsigned int inputShape[] = { 3, 1, 2 };
47
48 std::vector<float> inputValues
49 {
50 5.0f, 4.0f,
51 3.0f, 2.7182818284f,
52 1.0f, 1.1f
53 };
54
55 std::vector<float> expectedOutputValues
56 {
57 1.60943791243f, 1.38629436112f,
58 1.09861228867f, 0.99999999997f,
59 0.0f, 0.0953101798f
60 };
61
62 return ElementwiseUnaryTestHelper<3, ArmnnType>(
63 workloadFactory,
64 memoryManager,
65 armnn::UnaryOperation::Log,
66 inputShape,
67 inputValues,
68 inputShape,
69 expectedOutputValues,
70 tensorHandleFactory);
71 }
72
73 template<armnn::DataType ArmnnType, typename T>
LogZeroTest(armnn::IWorkloadFactory & workloadFactory,const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager,const armnn::ITensorHandleFactory & tensorHandleFactory)74 LayerTestResult<T, 2> LogZeroTest(
75 armnn::IWorkloadFactory& workloadFactory,
76 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
77 const armnn::ITensorHandleFactory& tensorHandleFactory)
78 {
79 const unsigned int inputShape[] = { 1, 2 };
80
81 std::vector<float> inputValues
82 {
83 0.f, 0.f
84 };
85
86 std::vector<float> expectedOutputValues
87 {
88 -std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()
89 };
90
91 return ElementwiseUnaryTestHelper<2, ArmnnType>(
92 workloadFactory,
93 memoryManager,
94 armnn::UnaryOperation::Log,
95 inputShape,
96 inputValues,
97 inputShape,
98 expectedOutputValues,
99 tensorHandleFactory);
100 }
101
102 template<armnn::DataType ArmnnType, typename T>
LogNegativeTest(armnn::IWorkloadFactory & workloadFactory,const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager,const armnn::ITensorHandleFactory & tensorHandleFactory)103 LayerTestResult<T, 2> LogNegativeTest(
104 armnn::IWorkloadFactory& workloadFactory,
105 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
106 const armnn::ITensorHandleFactory& tensorHandleFactory)
107 {
108 const unsigned int inputShape[] = { 1, 2 };
109
110 std::vector<float> inputValues
111 {
112 -5.9f, -5.8f
113 };
114
115 std::vector<float> expectedOutputValues
116 {
117 -std::numeric_limits<float>::quiet_NaN(), -std::numeric_limits<float>::quiet_NaN()
118 };
119
120 return ElementwiseUnaryTestHelper<2, ArmnnType>(
121 workloadFactory,
122 memoryManager,
123 armnn::UnaryOperation::Log,
124 inputShape,
125 inputValues,
126 inputShape,
127 expectedOutputValues,
128 tensorHandleFactory);
129 }
130
131 //
132 // Loglicit template specializations
133 //
134
135 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2>
136 Log2dTest<armnn::DataType::Float32>(
137 armnn::IWorkloadFactory& workloadFactory,
138 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
139 const armnn::ITensorHandleFactory& tensorHandleFactory);
140
141 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 2>
142 Log2dTest<armnn::DataType::Float16>(
143 armnn::IWorkloadFactory& workloadFactory,
144 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
145 const armnn::ITensorHandleFactory& tensorHandleFactory);
146
147 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2>
148 Log2dTest<armnn::DataType::QAsymmS8>(
149 armnn::IWorkloadFactory& workloadFactory,
150 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
151 const armnn::ITensorHandleFactory& tensorHandleFactory);
152
153 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2>
154 Log2dTest<armnn::DataType::QAsymmU8>(
155 armnn::IWorkloadFactory& workloadFactory,
156 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
157 const armnn::ITensorHandleFactory& tensorHandleFactory);
158
159 template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 2>
160 Log2dTest<armnn::DataType::QSymmS16>(
161 armnn::IWorkloadFactory& workloadFactory,
162 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
163 const armnn::ITensorHandleFactory& tensorHandleFactory);
164
165 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 3>
166 Log3dTest<armnn::DataType::Float32>(
167 armnn::IWorkloadFactory& workloadFactory,
168 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
169 const armnn::ITensorHandleFactory& tensorHandleFactory);
170
171 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float16>, 3>
172 Log3dTest<armnn::DataType::Float16>(
173 armnn::IWorkloadFactory& workloadFactory,
174 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
175 const armnn::ITensorHandleFactory& tensorHandleFactory);
176
177 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3>
178 Log3dTest<armnn::DataType::QAsymmS8>(
179 armnn::IWorkloadFactory& workloadFactory,
180 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
181 const armnn::ITensorHandleFactory& tensorHandleFactory);
182
183 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3>
184 Log3dTest<armnn::DataType::QAsymmU8>(
185 armnn::IWorkloadFactory& workloadFactory,
186 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
187 const armnn::ITensorHandleFactory& tensorHandleFactory);
188
189 template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 3>
190 Log3dTest<armnn::DataType::QSymmS16>(
191 armnn::IWorkloadFactory& workloadFactory,
192 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
193 const armnn::ITensorHandleFactory& tensorHandleFactory);
194
195 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2>
196 LogZeroTest<armnn::DataType::Float32>(
197 armnn::IWorkloadFactory& workloadFactory,
198 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
199 const armnn::ITensorHandleFactory& tensorHandleFactory);
200
201 template LayerTestResult<armnn::ResolveType<armnn::DataType::Float32>, 2>
202 LogNegativeTest<armnn::DataType::Float32>(
203 armnn::IWorkloadFactory& workloadFactory,
204 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
205 const armnn::ITensorHandleFactory& tensorHandleFactory);