ArmNN
 20.08
NeonLayerTests.cpp
Go to the documentation of this file.
1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "NeonWorkloadFactoryHelper.hpp"
7 
8 #include <test/TensorHelpers.hpp>
9 #include <test/UnitTests.hpp>
10 
11 #include <neon/NeonLayerSupport.hpp>
12 #include <neon/NeonWorkloadFactory.hpp>
13 
14 #include <reference/RefWorkloadFactory.hpp>
15 
16 #include <backendsCommon/test/ActivationFixture.hpp>
17 #include <backendsCommon/test/LayerTests.hpp>
18 
19 #include <boost/test/unit_test.hpp>
20 
21 BOOST_AUTO_TEST_SUITE(Compute_ArmComputeNeon)
22 
23 using namespace armnn;
24 
25 using FactoryType = NeonWorkloadFactory;
26 
27 // ============================================================================
28 // UNIT tests
29 
30 // BatchToSpace
31 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
32 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
33 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
34 
35 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
36 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
37 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
38 
39 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
40 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
41 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
42 
43 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
44 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
45 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
46 
47 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
48 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
49 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
50 
51 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
52 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
53 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
54 
55 // Convolution
56 ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
57 
58 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
59 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
60 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
61 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
62 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
63 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
64 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
65  SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
66 
67 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
68 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
69 
70 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
71 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
72  Convolution2dAsymmetricPaddingTest,
73  DataLayout::NHWC)
74 
75 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
76 
77 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
78  Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
79  false,
80  DataLayout::NCHW)
81 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
82  Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
83  false,
84  DataLayout::NHWC)
85 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int8,
86  Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
87  false,
88  DataLayout::NCHW)
89 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt8,
90  Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
91  false,
92  DataLayout::NHWC)
93 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
94  Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
95  false,
96  DataLayout::NCHW)
97 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
98  Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
99  false,
100  DataLayout::NHWC)
101 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
102  Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
103  false,
104  DataLayout::NCHW)
105 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
106  Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
107  false,
108  DataLayout::NHWC)
109 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int8,
110  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
111  false,
112  DataLayout::NCHW)
113 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt8,
114  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
115  false,
116  DataLayout::NHWC)
117 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
118  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
119  false,
120  DataLayout::NCHW)
121 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
122  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
123  false,
124  DataLayout::NHWC)
125 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
126  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
127  <DataType::Float32, DataType::Float32>,
128  false,
129  DataLayout::NCHW)
130 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
131  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
132  <DataType::Float32, DataType::Float32>,
133  false,
134  DataLayout::NHWC)
135 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
136  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
137  <DataType::QAsymmS8, DataType::Signed32>,
138  false,
139  DataLayout::NCHW)
140 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
141  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
142  <DataType::QAsymmS8, DataType::Signed32>,
143  false,
144  DataLayout::NHWC)
145 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
146  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
147  <DataType::QAsymmU8, DataType::Signed32>,
148  false,
149  DataLayout::NCHW)
150 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
151  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
152  <DataType::QAsymmU8, DataType::Signed32>,
153  false,
154  DataLayout::NHWC)
155 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
156  DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
157  false,
158  armnn::DataLayout::NCHW)
159 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
160  DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
161  false,
162  armnn::DataLayout::NCHW)
163 
164 ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
165 ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
166 
167 // DepthToSpace
168 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
169 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
170 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
171 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
172 
173 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
174 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
175 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
176 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
177 
178 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
179 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
180 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
181 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
182 
183 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
184 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
185 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
186 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
187 
188 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
189 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
190 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
191 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
192 
193 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
194 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
195 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
196 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
197 
198 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
199 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
200 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
201 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
202 
203 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
204 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
205 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
206 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
207 
208 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
209 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
210 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
211 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
212 
213 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
214 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
215 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
216 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
217 
218 // Depthwise Convolution
219 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
220  DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
221 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
222  DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
223 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
224  DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
225 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
226  DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
227 
228 // NHWC Depthwise Convolution
229 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1NHhwc,
230  DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
231 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
232  DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
233 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
234  DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
235 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
236  DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
237 
238 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
239 ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
240  SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
241 
242 
243 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
244  DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
245 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
246  DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
247 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
248  DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
249 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
250  DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
251 
252 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
253 
254 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
255  DataLayout::NCHW);
256 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
257  DataLayout::NHWC);
258 
259 namespace
260 {
261 
262 DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY,
263  uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0,
264  uint32_t padTop = 0, uint32_t padBottom = 0)
265 {
266  IgnoreUnused(depthMultiplier);
267 
268  DepthwiseConvolution2dDescriptor desc;
269 
270  desc.m_PadLeft = padLeft;
271  desc.m_PadRight = padRight;
272 
273  desc.m_PadTop = padTop;
274  desc.m_PadBottom = padBottom;
275  desc.m_StrideX = strideX;
276  desc.m_StrideY = strideY;
277  desc.m_BiasEnabled = false;
278 
279  return desc;
280 }
281 
282 TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo,
283  const TensorInfo& weightsInfo,
284  const DepthwiseConvolution2dDescriptor& descriptor,
285  DataType dataType)
286 {
287  const TensorShape& inputShape = inputInfo.GetShape();
288  const TensorShape& filterShape = weightsInfo.GetShape();
289 
290  unsigned int inWidth = inputShape[3];
291  unsigned int inHeight = inputShape[2];
292  unsigned int inBatchSize = inputShape[0];
293 
294  unsigned int filterWidth = filterShape[3];
295  unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth);
296  unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX);
297 
298  unsigned int filterHeight = filterShape[2];
299  unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight);
300  unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY);
301  unsigned int depthMultiplier = filterShape[0];
302 
303  unsigned int outChannels = filterShape[1] * depthMultiplier;
304  unsigned int outBatchSize = inBatchSize;
305 
306  TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth});
307  return TensorInfo(outputShape, dataType);
308 }
309 }
310 
311 BOOST_AUTO_TEST_CASE(DepthwiseConv2dUtils)
312 {
313  const DataType dataType = DataType::Float32;
314 
315  TensorInfo inputInfo({1, 1, 10, 10 }, dataType);
316  TensorInfo outputInfo;
317  TensorInfo weightsInfo3x3({ 1, 1, 3, 3 }, dataType);
318  TensorInfo biasesInfo;
319 
320  DepthwiseConvolution2dDescriptor descriptor;
321  NeonLayerSupport layerSupport;
322 
323  // Strides supported: 1,2,3
324  descriptor = MakeDepthwiseConv2dDesc(1, 1);
325  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
326  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
327  weightsInfo3x3, biasesInfo));
328 
329  descriptor = MakeDepthwiseConv2dDesc(1, 2);
330  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
331  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
332  weightsInfo3x3, biasesInfo));
333 
334  descriptor = MakeDepthwiseConv2dDesc(1, 3);
335  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
336  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
337  weightsInfo3x3, biasesInfo));
338 
339  descriptor = MakeDepthwiseConv2dDesc(2, 1);
340  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
341  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
342  weightsInfo3x3, biasesInfo));
343 
344  descriptor = MakeDepthwiseConv2dDesc(2, 2);
345  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
346  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
347  weightsInfo3x3, biasesInfo));
348 
349  descriptor = MakeDepthwiseConv2dDesc(2, 3);
350  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
351  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
352  weightsInfo3x3, biasesInfo));
353 
354  descriptor = MakeDepthwiseConv2dDesc(3, 1);
355  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
356  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
357  weightsInfo3x3, biasesInfo));
358 
359  descriptor = MakeDepthwiseConv2dDesc(3, 2);
360  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
361  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
362  weightsInfo3x3, biasesInfo));
363 
364  descriptor = MakeDepthwiseConv2dDesc(3, 3);
365  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
366  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
367  weightsInfo3x3, biasesInfo));
368 
369  // Supported stride 4
370  descriptor = MakeDepthwiseConv2dDesc(4, 1);
371  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
372  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
373  weightsInfo3x3, biasesInfo));
374 
375  // Supported weights shape 1x1
376  TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32);
377  descriptor = MakeDepthwiseConv2dDesc(1, 1);
378  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType);
379  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
380  weightsInfo1x1, biasesInfo));
381 
382  // Supported shape 2x2
383  TensorInfo weightsInfo2x2({ 1, 1, 2, 2 }, DataType::Float32);
384  descriptor = MakeDepthwiseConv2dDesc(1, 1);
385  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType);
386  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
387  weightsInfo2x2, biasesInfo));
388 
389  // Asymmetric padding
390  descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2);
391  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
392  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
393  weightsInfo3x3, biasesInfo));
394 }
395 
396 // Dequantize
397 // Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled
398 ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
399 ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
400 ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
401 
402 // Pooling
403 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
404 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
405 
406 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
407 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
408 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
409 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
410 
411 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
412 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW)
413 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
414 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
415 
416 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
417 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
418 
419 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
420 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC)
421 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
422 
423 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
424 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
425 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
426 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
427 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
428 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
429 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
430 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
431 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
432 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
433 
434 // Ignore padding values for pooling but count padding fields into the divisor
435 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
436 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
437 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
438 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
439 
440 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
441 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
442 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
443 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
444  IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
445 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
446 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
447 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
448  IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
449 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
450  IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
451  true)
452 
453 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
454 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
455 ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
456 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
457 
458 // Activation
459 ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
460 
461 // Sigmoid Activation / Logistic
462 ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
463 ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
464 
465 // BoundedReLU Activation
466 ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
467 ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
468 ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
469 ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
470 
471 // ReLU Activation
472 ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
473 ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
474 
475 // SoftReLU Activation
476 ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
477 
478 // LeakyReLU Activation
479 ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
480 
481 // Abs Activation
482 ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
483 
484 // Sqrt Activation
485 ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
486 ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
487 
488 // Square Activation
489 ARMNN_AUTO_TEST_CASE(Square, SquareTest)
490 
491 // Tanh Activation
492 ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
493 
494 // Elu Activation
495 ARMNN_AUTO_TEST_CASE(Elu, EluTest)
496 
497 // Softmax
498 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
499 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
500 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
501 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
502 
503 // LogSoftmax
504 ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
505 
506 // Space To Batch Nd
507 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
508 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
509 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
510 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
511 
512 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
513 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
514 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
515 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
516 
517 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
518 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
519 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
520 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
521 
522 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
523 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
524 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
525 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
526 
527 // SpaceToDepth
528 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
529 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
530 
531 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
532 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
533 
534 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
535 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
536 
537 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
538 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
539 
540 // Splitter
541 ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
542 ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
543 
544 ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
545 ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
546 
547 // Concat
548 ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
549 ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
550 ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
551  ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
552 
553 // Convert from BFloat16 to Float32
554 ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
555 
556 // Convert from Float32 to BFloat16
557 ARMNN_AUTO_TEST_CASE(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
558 
559 // Fully Connected
560 ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
561 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
562 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
563 ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
564 ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
565 ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
566 ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
567 
568 // Add
569 ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
570 ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
571 ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
572 ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
573 
574 // Sub
575 ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
576 ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
577 ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
578 ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
579 ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
580 ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
581 
582 // Div
583 ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
584 ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
585 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
586 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
587 
588 // Mul
589 ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
590 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
591 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
592 ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
593 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
594 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
595 ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
596 
597 // Batch Norm
598 ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
599 ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
600 
601 // InstanceNormalization
602 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
603 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
604 
605 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
606 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
607 
608 // Constant
609 ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
610 ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
611 
612 // Concat
613 ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
614 ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
615 
616 ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
617 ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
618 ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
619 ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
620 
621 ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
622 ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
623 ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
624 ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
625 
626 ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
627 ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
628 ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
629 ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
630 ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
631 ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
632 
633 ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
634 ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
635 ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
636 ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
637 ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
638 ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
639 
640 ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
641 ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
642 ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
643 ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
644 ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
645 ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
646 
647 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
648 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
649 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
650 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
651 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
652 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
653 
654 // L2 Normalization
655 ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
656 ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
657 ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
658 ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
659 
660 ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
661 ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
662 ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
663 ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
664 
665 ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
666 
667 ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
668 ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
669 
670 // Floor
671 ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
672 
673 // Gather
674 ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
675 ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
676 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
677 ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
678 
679 // Equal
680 ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest)
681 ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
682 ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
683 
684 ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test)
685 ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
686 ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
687 
688 // Greater
689 ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
690 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
691 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
692 
693 ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
694 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
695 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
696 
697 // GreaterOrEqual
698 ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
699 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
700 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
701 
702 ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
703 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
704 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
705 
706 // Less
707 ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest)
708 ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest)
709 ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest)
710 
711 ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test)
712 ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
713 ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
714 
715 // LessOrEqual
716 ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest)
717 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
718 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
719 
720 ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
721 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
722 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
723 
724 // NotEqual
725 ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest)
726 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
727 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
728 
729 ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
730 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
731 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
732 
733 // Reshape
734 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
735 ARMNN_AUTO_TEST_CASE(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
736 ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
737 ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
738 
739 // Pad
740 ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
741 ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
742 ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
743 ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
744 
745 ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
746 ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
747 ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
748 ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
749 
750 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
751 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
752 ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
753 ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
754 
755 // Permute
756 ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
757 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
758 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
759 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
760 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
761 ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
762 ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
763 ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
764 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
765 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
766 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
767 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
768 
769 // Lstm
770 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
771  LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
772 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
773  LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
774 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
775  LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
776 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
777  LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
778 
779 // QLstm
780 ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest)
781 ARMNN_AUTO_TEST_CASE(QLstm1, QLstmTest1)
782 ARMNN_AUTO_TEST_CASE(QLstm2, QLstmTest2)
783 
784 // QuantizedLstm
785 ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
786 
787 // Mean
788 ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
789 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
790 ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
791 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
792 ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
793 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
794 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
795 
796 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
797 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
798 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
799 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
800 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
801 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
802 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
803 
804 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
805 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
806 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
807 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
808 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
809 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
810 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
811 
812 // Max
813 ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
814 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
815 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
816 ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
817 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
818 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
819 
820 // Min
821 ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
822 ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
823 ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
824 
825 // Normalization
826 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
827 ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
828 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
829 
830 // Resize Bilinear - NCHW data layout
831 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
832 ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
833 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
834 ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
835 ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
836 
837 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
838  SimpleResizeBilinearTest<DataType::QAsymmU8>,
839  DataLayout::NCHW)
840 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
841  ResizeBilinearNopTest<DataType::QAsymmU8>,
842  DataLayout::NCHW)
843 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
844  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
845  DataLayout::NCHW)
846 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
847  ResizeBilinearMinTest<DataType::QAsymmU8>,
848  DataLayout::NCHW)
849 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
850  ResizeBilinearMagTest<DataType::QAsymmU8>,
851  DataLayout::NCHW)
852 
853 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinear,
854  HalfPixelCentersResizeBilinearTest<DataType::Float32>,
855  DataLayout::NCHW)
856 ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinear,
857  AlignCornersResizeBilinearTest<DataType::Float32>,
858  DataLayout::NCHW)
859 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearInt8,
860  HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
861  DataLayout::NCHW)
862 ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearInt8,
863  AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
864  DataLayout::NCHW)
865 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint8,
866  HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
867  DataLayout::NCHW)
868 ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint8,
869  AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
870  DataLayout::NCHW)
871 
872 // Resize Bilinear - NHWC data layout
873 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
874  ResizeBilinearNopTest<DataType::Float32>,
875  DataLayout::NHWC)
876 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
877  SimpleResizeBilinearTest<DataType::Float32>,
878  DataLayout::NHWC)
879 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
880  ResizeBilinearSqMinTest<DataType::Float32>,
881  DataLayout::NHWC)
882 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
883  ResizeBilinearMinTest<DataType::Float32>,
884  DataLayout::NHWC)
885 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
886  ResizeBilinearMagTest<DataType::Float32>,
887  DataLayout::NHWC)
888 
889 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
890  ResizeBilinearNopTest<DataType::QAsymmU8>,
891  DataLayout::NHWC)
892 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
893  SimpleResizeBilinearTest<DataType::QAsymmU8>,
894  DataLayout::NHWC)
895 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
896  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
897  DataLayout::NHWC)
898 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
899  ResizeBilinearMinTest<DataType::QAsymmU8>,
900  DataLayout::NHWC)
901 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
902  ResizeBilinearMagTest<DataType::QAsymmU8>,
903  DataLayout::NHWC)
904 
905 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearNhwc,
906  HalfPixelCentersResizeBilinearTest<DataType::Float32>,
907  DataLayout::NHWC)
908 ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearNhwc,
909  AlignCornersResizeBilinearTest<DataType::Float32>,
910  DataLayout::NHWC)
911 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearInt8Nhwc,
912  HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
913  DataLayout::NHWC)
914 ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearInt8Nhwc,
915  AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
916  DataLayout::NHWC)
917 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint8Nhwc,
918  HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
919  DataLayout::NHWC)
920 ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint8Nhwc,
921  AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
922  DataLayout::NHWC)
923 
924 // Resize NearestNeighbor - NCHW
925 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
926  SimpleResizeNearestNeighborTest<DataType::Float32>,
927  DataLayout::NCHW)
928 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
929  ResizeNearestNeighborNopTest<DataType::Float32>,
930  DataLayout::NCHW)
931 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
932  ResizeNearestNeighborSqMinTest<DataType::Float32>,
933  DataLayout::NCHW)
934 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
935  ResizeNearestNeighborMinTest<DataType::Float32>,
936  DataLayout::NCHW)
937 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
938  ResizeNearestNeighborMagTest<DataType::Float32>,
939  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
940 
941 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
942  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
943  DataLayout::NCHW)
944 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
945  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
946  DataLayout::NCHW)
947 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
948  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
949  DataLayout::NCHW)
950 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
951  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
952  DataLayout::NCHW)
953 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
954  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
955  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
956 
957 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbour,
958  HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
959  DataLayout::NCHW)
960 ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbour,
961  AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
962  DataLayout::NCHW)
963 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourInt8,
964  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
965  DataLayout::NCHW)
966 ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourInt8,
967  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
968  DataLayout::NCHW)
969 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint8,
970  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
971  DataLayout::NCHW)
972 ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint8,
973  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
974  DataLayout::NCHW)
975 
976 // Resize NearestNeighbor - NHWC
977 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
978  ResizeNearestNeighborNopTest<DataType::Float32>,
979  DataLayout::NHWC)
980 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
981  SimpleResizeNearestNeighborTest<DataType::Float32>,
982  DataLayout::NHWC)
983 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
984  ResizeNearestNeighborSqMinTest<DataType::Float32>,
985  DataLayout::NHWC)
986 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
987  ResizeNearestNeighborMinTest<DataType::Float32>,
988  DataLayout::NHWC)
989 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
990  ResizeNearestNeighborMagTest<DataType::Float32>,
991  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
992 
993 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
994  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
995  DataLayout::NHWC)
996 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
997  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
998  DataLayout::NHWC)
999 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
1000  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1001  DataLayout::NHWC)
1002 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
1003  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1004  DataLayout::NHWC)
1005 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
1006  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1007  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
1008 
1009 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourNhwc,
1010  HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1011  DataLayout::NHWC)
1012 ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourNhwc,
1013  AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1014  DataLayout::NHWC)
1015 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourInt8Nhwc,
1016  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1017  DataLayout::NHWC)
1018 ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourInt8Nhwc,
1019  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1020  DataLayout::NHWC)
1021 ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint8Nhwc,
1022  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1023  DataLayout::NHWC)
1024 ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint8Nhwc,
1025  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1026  DataLayout::NHWC)
1027 
1028 // Slice
1029 ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1030 ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1031 ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1032 ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1033 ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1034 ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1035 ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1036 ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1037 ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1038 ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1039 ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1040 ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1041 
1042 // Strided Slice
1043 ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1044 ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
1045 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1046 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1047 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
1048 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1049 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
1050  StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1051 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1052 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1053 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1054 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1055 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
1056  StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1057 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
1058  StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1059 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
1060  StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1061 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
1062  StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
1063 ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1064 ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1065 ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1066 ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
1067 
1068 ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1069 ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
1070 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1071 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1072 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
1073 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
1074  StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1075 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1076 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1077 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1078 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1079 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
1080  StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1081 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
1082  StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1083 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
1084  StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1085 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
1086  StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
1087 ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1088 ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1089 ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1090 ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
1091 
1092 // Quantize
1093 ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1094 ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1095 
1096 // PReLU
1097 ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<NeonWorkloadFactory, DataType::Float32>)
1098 ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<NeonWorkloadFactory, DataType::QAsymmU8>)
1099 
1100 // Stack
1101 ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1102 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1103 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1104 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1105 ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1106 ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1107 
1108 // Transpose
1109 ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<NeonWorkloadFactory, DataType::Float32>)
1110 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<NeonWorkloadFactory, DataType::Float32>)
1111 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<NeonWorkloadFactory, DataType::Float32>)
1112 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<NeonWorkloadFactory, DataType::Float32>)
1113 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymms8, SimpleTransposeTest<NeonWorkloadFactory, DataType::QAsymmS8>)
1114 ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<NeonWorkloadFactory, DataType::QAsymmS8>)
1115 ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<NeonWorkloadFactory, DataType::QAsymmS8>)
1116 ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<NeonWorkloadFactory, DataType::QAsymmS8>)
1117 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<NeonWorkloadFactory, DataType::QAsymmU8>)
1118 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<NeonWorkloadFactory, DataType::QAsymmU8>)
1119 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<NeonWorkloadFactory, DataType::QAsymmU8>)
1120 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<NeonWorkloadFactory, DataType::QAsymmU8>)
1121 ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<NeonWorkloadFactory, DataType::QSymmS16>)
1122 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<NeonWorkloadFactory, DataType::QSymmS16>)
1123 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<NeonWorkloadFactory, DataType::QSymmS16>)
1124 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<NeonWorkloadFactory, DataType::QSymmS16>)
1125 
1126 // TransposeConvolution2d
1127 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1128  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1129  true,
1130  DataLayout::NCHW)
1131 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1132  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1133  true,
1134  DataLayout::NHWC)
1135 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1136  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1137  true,
1138  DataLayout::NCHW)
1139 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1140  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1141  true,
1142  DataLayout::NHWC)
1143 
1144 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1145  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1146  false,
1147  DataLayout::NCHW)
1148 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1149  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1150  true,
1151  DataLayout::NHWC)
1152 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1153  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1154  true,
1155  DataLayout::NCHW)
1156 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1157  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1158  true,
1159  DataLayout::NHWC)
1160 
1161 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1162  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1163  true,
1164  DataLayout::NCHW)
1165 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1166  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1167  true,
1168  DataLayout::NHWC)
1169 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1170  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1171  true,
1172  DataLayout::NCHW)
1173 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1174  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1175  true,
1176  DataLayout::NHWC)
1177 
1178 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1179  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1180  false,
1181  DataLayout::NCHW)
1182 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1183  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1184  true,
1185  DataLayout::NHWC)
1186 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
1187  PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1188  true,
1189  DataLayout::NCHW)
1190 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
1191  PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1192  true,
1193  DataLayout::NHWC)
1194 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1195  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1196  true,
1197  DataLayout::NCHW)
1198 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1199  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1200  true,
1201  DataLayout::NHWC)
1202 
1203 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1204  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1205  true,
1206  DataLayout::NCHW)
1207 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1208  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1209  true,
1210  DataLayout::NHWC)
1211 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1212  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1213  true,
1214  DataLayout::NCHW)
1215 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1216  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1217  true,
1218  DataLayout::NHWC)
1219 
1220 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1221  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1222  false,
1223  DataLayout::NCHW)
1224 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1225  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1226  true,
1227  DataLayout::NHWC)
1228 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1229  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1230  true,
1231  DataLayout::NCHW)
1232 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1233  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1234  true,
1235  DataLayout::NHWC)
1236 
1237 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1238  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1239  DataLayout::NCHW)
1240 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1241  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1242  DataLayout::NHWC)
1243 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1244  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1245  DataLayout::NCHW)
1246 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1247  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1248  DataLayout::NHWC)
1249 
1250 // Abs
1251 ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1252 ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1253 ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
1254 
1255 ARMNN_AUTO_TEST_CASE(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1256 ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1257 ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
1258 
1259 // Rsqrt
1260 ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1261 ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1262 ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1263 ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
1264 
1265 // ArgMinMax
1266 ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1267 ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1268 ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
1269 ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
1270 ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
1271 ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
1272 
1273 ARMNN_AUTO_TEST_CASE(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1274 ARMNN_AUTO_TEST_CASE(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1275 ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1276 ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
1277 ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
1278 ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
1279 
1280 ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1281 ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1282 ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1283 ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
1284 ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
1285 ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
1286 
1287 // Neg
1288 ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>)
1289 ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>)
1290 ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>)
1291 ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>)
1292 
1293 // Exp
1294 ARMNN_AUTO_TEST_CASE(Exp2d, Exp2dTest<DataType::Float32>)
1295 ARMNN_AUTO_TEST_CASE(Exo3d, Exp3dTest<DataType::Float32>)
1296 ARMNN_AUTO_TEST_CASE(ExpZero, ExpZeroTest<DataType::Float32>)
1297 ARMNN_AUTO_TEST_CASE(ExpNegative, ExpNegativeTest<DataType::Float32>)
1298 
1299 // Fill
1300 ARMNN_AUTO_TEST_CASE(SimpleFill, SimpleFillTest<DataType::Float32>)
1301 ARMNN_AUTO_TEST_CASE(SimpleFillF16, SimpleFillTest<DataType::Float16>)
1302 ARMNN_AUTO_TEST_CASE(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
1303 
1304 #if defined(ARMNNREF_ENABLED)
1305 
1306 // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
1307 // if the reference backend is not built
1308 
1309 // ============================================================================
1310 // COMPARE tests
1311 
1312 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
1313 
1314 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
1315  CompareDepthwiseConvolution2dFloatTest,
1316  DataLayout::NCHW)
1317 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
1318  CompareDepthwiseConvolution2dUint8Test,
1319  DataLayout::NCHW)
1320 
1321 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
1322  CompareDepthwiseConvolution2dFloatTest,
1323  DataLayout::NHWC)
1324 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
1325  CompareDepthwiseConvolution2dUint8Test,
1326  DataLayout::NHWC)
1327 
1328 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
1329  NormalizationAlgorithmChannel::Within,
1330  NormalizationAlgorithmMethod::LocalBrightness)
1331 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
1332  NormalizationAlgorithmChannel::Across,
1333  NormalizationAlgorithmMethod::LocalBrightness)
1334 
1335 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max)
1336 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1337  PoolingAlgorithm::Max)
1338 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReference, ComparePooling2dTest,
1339  PoolingAlgorithm::Average)
1340 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1341  PoolingAlgorithm::Average)
1342 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2)
1343 ARMNN_COMPARE_REF_AUTO_TEST_CASE(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1344  PoolingAlgorithm::L2)
1345 
1346 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
1347 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
1348 
1349 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
1350 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
1351 
1352 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
1353 
1354 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithReference, CompareMultiplicationTest)
1355 
1356 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
1357 
1358 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
1359 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
1360 
1361 // ============================================================================
1362 // FIXTURE tests
1363 
1364 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
1365  CompareActivationTest, ActivationFunction::Sigmoid, 5u)
1366 
1367 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
1368  CompareActivationTest, ActivationFunction::TanH, 5u)
1369 
1370 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
1371  CompareActivationTest, ActivationFunction::Linear, 5u)
1372 
1373 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
1374  CompareActivationTest, ActivationFunction::ReLu, 5u)
1375 
1376 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
1377  CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
1378 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
1379  CompareActivationUint8Test, ActivationFunction::BoundedReLu)
1380 
1381 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
1382  CompareActivationTest, ActivationFunction::SoftReLu, 1u)
1383 
1384 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
1385  CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
1386 
1387 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
1388  CompareActivationTest, ActivationFunction::Abs, 5u)
1389 
1390 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
1391  CompareActivationTest, ActivationFunction::Sqrt, 5u)
1392 
1393 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
1394  CompareActivationTest, ActivationFunction::Square, 5u)
1395 
1396 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareEluActivationWithReference, ActivationFixture,
1397  CompareActivationTest, ActivationFunction::Elu, 5u)
1398 
1399 #endif
1400 
1401 BOOST_AUTO_TEST_SUITE_END()
L2Pooling2dSize3Stride3Test
LayerTestResult< float, 4 > L2Pooling2dSize3Stride3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1658
BOOST_AUTO_TEST_SUITE
BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
QLstmTest2
LayerTestResult< int8_t, 2 > QLstmTest2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2916
SplitterFloat32Test
std::vector< LayerTestResult< float, 3 > > SplitterFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:329
LessBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > LessBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:660
DepthwiseConvolution2dDepthMul64Test
DataLayout::NCHW DataLayout::NCHW DataLayout::NHWC DataLayout::NHWC DataLayout::NCHW DataLayout::NHWC DepthwiseConvolution2dDepthMul64Test
Definition: NeonLayerTests.cpp:252
CompareDepthwiseConvolution2dFloatTest
LayerTestResult< float, 4 > CompareDepthwiseConvolution2dFloatTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3682
LessOrEqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > LessOrEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:804
RefWorkloadFactory.hpp
MultiplicationBroadcast1DVectorTest
LayerTestResult< float, 4 > MultiplicationBroadcast1DVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:152
StackOutput3DInputs3Float32Test
LayerTestResult< float, 3 > StackOutput3DInputs3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:534
DivisionBroadcast1DVectorTest
LayerTestResult< float, 4 > DivisionBroadcast1DVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DivisionTestImpl.cpp:124
Slice1dUint8Test
LayerTestResult< uint8_t, 1 > Slice1dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:265
MultiplicationTest
LayerTestResult< float, 4 > MultiplicationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:19
IgnorePaddingAveragePooling2dSize3Test
LayerTestResult< float, 4 > IgnorePaddingAveragePooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1590
MeanVts1Test
LayerTestResult< T, 1 > MeanVts1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:138
LeakyReLuTest
LayerTestResult< float, 4 > LeakyReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:722
Concat3dDim1DiffInputDimsTest
LayerTestResult< float, 3 > Concat3dDim1DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2267
SquareTest
LayerTestResult< float, 4 > SquareTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:948
Concat1dUint8Test
LayerTestResult< uint8_t, 1 > Concat1dUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2775
StridedSliceSimpleStrideFloat32Test
LayerTestResult< float, 4 > StridedSliceSimpleStrideFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:839
Slice2dInt16Test
LayerTestResult< int16_t, 2 > Slice2dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:284
ResizeNearestNeighborMinTest
LayerTestResult< T, 4 > ResizeNearestNeighborMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:457
NotEqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:915
armnn::DepthwiseConvolution2dDescriptor::m_BiasEnabled
bool m_BiasEnabled
Enable/disable bias.
Definition: Descriptors.hpp:498
Slice4dFloat32Test
LayerTestResult< float, 4 > Slice4dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:222
NeonLayerSupport.hpp
ConcatUint8Test
LayerTestResult< uint8_t, 3 > ConcatUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2502
SimpleConvolution2d3x5Test
LayerTestResult< float, 4 > SimpleConvolution2d3x5Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3220
SimpleConvolution2d3x3Stride2x2Test
SimpleConvolution2d3x3Stride2x2Test
Definition: RefLayerTests.cpp:54
Slice1dInt16Test
LayerTestResult< int16_t, 1 > Slice1dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:290
armnn::DataLayout
DataLayout
Definition: Types.hpp:49
DepthwiseConvolution2dDepthMul1Uint8Test
DataLayout::NCHW DepthwiseConvolution2dDepthMul1Uint8Test
Definition: NeonLayerTests.cpp:226
Concat4dDim0Test
LayerTestResult< float, 4 > Concat4dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2283
SoftReLuTest
LayerTestResult< float, 4 > SoftReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:665
ComparePooling2dTest
LayerTestResult< float, 4 > ComparePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::PoolingAlgorithm poolingType)
Definition: Pooling2dTestImpl.cpp:1803
Gather1dParamsUint8Test
LayerTestResult< uint8_t, 1 > Gather1dParamsUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: GatherTestImpl.cpp:315
armnn::TensorInfo::GetShape
const TensorShape & GetShape() const
Definition: Tensor.hpp:187
EqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > EqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:351
StridedSliceShrinkAxisMaskBitPosition2Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition2Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1017
armnn::DepthwiseConvolution2dDescriptor::m_PadBottom
uint32_t m_PadBottom
Padding bottom value in the height dimension.
Definition: Descriptors.hpp:488
SpaceToBatchNdSimpleNhwcUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdSimpleNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:421
IgnorePaddingMaxPooling2dSize3Test
LayerTestResult< float, 4 > IgnorePaddingMaxPooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1463
StackAxis0Float32Test
LayerTestResult< float, 4 > StackAxis0Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:506
PermuteValueSet3Test
LayerTestResult< T, 4 > PermuteValueSet3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:209
Concat3dDim2DiffInputDimsTest
LayerTestResult< float, 3 > Concat3dDim2DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2274
SpaceToDepthNhwcFloat32Test2
LayerTestResult< float, 4 > SpaceToDepthNhwcFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:216
ReLuTest
LayerTestResult< float, 4 > ReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:577
PaddedTransposeConvolution2dTest
LayerTestResult< T, 4 > PaddedTransposeConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: TransposeConvolution2dTestImpl.cpp:307
Concat2dDim0DiffInputDimsUint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim0DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2796
DepthwiseConvolution2dPerAxisQuantTest
LayerTestResult< uint8_t, 4 > DepthwiseConvolution2dPerAxisQuantTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3572
StridedSlice2dReverseUint8Test
LayerTestResult< uint8_t, 2 > StridedSlice2dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1086
CompareMultiplicationTest
LayerTestResult< float, 4 > CompareMultiplicationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: MultiplicationTestImpl.cpp:498
SpaceToDepthNhwcFloat32Test1
LayerTestResult< float, 4 > SpaceToDepthNhwcFloat32Test1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:197
Convolution1dTest
LayerTestResult< float, 4 > Convolution1dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: Conv2dTestImpl.cpp:3328
ConvertBf16ToFp32Test
LayerTestResult< float, 4 > ConvertBf16ToFp32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConvertBf16ToFp32TestImpl.cpp:13
StackOutput4DAxis1Float32Test
LayerTestResult< float, 4 > StackOutput4DAxis1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:513
StridedSliceShrinkAxisMaskBitPosition0Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition0Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1001
ARMNN_COMPARE_REF_FIXTURE_TEST_CASE
#define ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(TestName, Fixture, TestFunction,...)
Definition: UnitTests.hpp:107
Concat3dDim0Uint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2812
StridedSlice4dFloat32Test
LayerTestResult< float, 4 > StridedSlice4dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:825
StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:867
TransposeValueSet2Test
LayerTestResult< T, 4 > TransposeValueSet2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:158
MaximumUint8Test
LayerTestResult< uint8_t, 4 > MaximumUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:216
Convolution2dAsymmetricPaddingTest
Convolution2dAsymmetricPaddingTest
Definition: NeonLayerTests.cpp:72
SimpleL2Pooling2dTest
LayerTestResult< float, 4 > SimpleL2Pooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1613
IgnorePaddingMaxPooling2dSize3Uint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingMaxPooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1470
LayerTests.hpp
IgnorePaddingSimpleMaxPooling2dTest
LayerTestResult< float, 4 > IgnorePaddingSimpleMaxPooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1440
LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2678
GreaterOrEqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:616
RsqrtNegativeTest
LayerTestResult< T, 2 > RsqrtNegativeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: RsqrtTestImpl.cpp:96
MultiChannelTransposeConvolution2dTest
LayerTestResult< T, 4 > MultiChannelTransposeConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: TransposeConvolution2dTestImpl.cpp:485
LargeTensorsAveragePooling2dTest
LayerTestResult< float, 4 > LargeTensorsAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1521
MeanSimpleAxisTest
LayerTestResult< T, 3 > MeanSimpleAxisTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:93
CopyViaSplitterUint8Test
LayerTestResult< uint8_t, 3 > CopyViaSplitterUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:371
GreaterBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > GreaterBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:461
IgnorePaddingSimpleL2Pooling2dTest
LayerTestResult< float, 4 > IgnorePaddingSimpleL2Pooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1740
SimpleAveragePooling2dTest
LayerTestResult< float, 4 > SimpleAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1486
MeanSimpleTest
LayerTestResult< T, 1 > MeanSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:78
armnn::DepthwiseConvolution2dDescriptor::m_PadLeft
uint32_t m_PadLeft
Padding left value in the width dimension.
Definition: Descriptors.hpp:482
StridedSliceSimpleStrideUint8Test
LayerTestResult< uint8_t, 4 > StridedSliceSimpleStrideUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:972
Slice2dFloat32Test
LayerTestResult< float, 2 > Slice2dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:234
Concat3dDim0DiffInputDimsUint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim0DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2835
ArgMinSimpleTest
LayerTestResult< int32_t, 3 > ArgMinSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:93
Abs2dTest
LayerTestResult< T, 2 > Abs2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AbsTestImpl.cpp:11
SimpleConvolution2d3x3Uint8Test
LayerTestResult< uint8_t, 4 > SimpleConvolution2d3x3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3279
ExpNegativeTest
LayerTestResult< T, 2 > ExpNegativeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ExpTestImpl.cpp:97
Concat2dDim1Test
LayerTestResult< float, 2 > Concat2dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2216
ConstantTest
LayerTestResult< float, 4 > ConstantTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConstantTestImpl.cpp:125
SpaceToBatchNdMultiChannelsUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiChannelsUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:344
LessOrEqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:815
SimpleNormalizationAcrossNhwcTest
LayerTestResult< float, 4 > SimpleNormalizationAcrossNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NormalizationTestImpl.cpp:384
ComparePooling2dUint8Test
LayerTestResult< uint8_t, 4 > ComparePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::PoolingAlgorithm poolingType)
Definition: Pooling2dTestImpl.cpp:1813
LessBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > LessBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:726
Concat4dDiffShapeDim0Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2888
UnitTests.hpp
DepthwiseConvolution2dAsymmetricTest
DataLayout::NCHW DataLayout::NCHW DataLayout::NHWC DataLayout::NHWC DepthwiseConvolution2dAsymmetricTest
Definition: NeonLayerTests.cpp:244
StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test
LayerTestResult< float, 1 > StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:923
SpaceToBatchNdMultiChannelsNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiChannelsNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:372
InstanceNormFloat32Test
LayerTestResult< float, 4 > InstanceNormFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: InstanceNormalizationTestImpl.cpp:239
Concat4dDim1Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2866
SimpleMaxPooling2dSize3x3Stride2x4Uint8Test
LayerTestResult< uint8_t, 4 > SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool forceNoPadding)
Definition: Pooling2dTestImpl.cpp:1399
LargeTensorsAveragePooling2dUint8Test
LayerTestResult< uint8_t, 4 > LargeTensorsAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1528
IgnorePaddingL2Pooling2dSize3Test
LayerTestResult< float, 4 > IgnorePaddingL2Pooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1761
GreaterSimpleUint8Test
LayerTestResult< uint8_t, 4 > GreaterSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:505
MeanVts2Test
LayerTestResult< T, 3 > MeanVts2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:154
LessOrEqualSimpleTest
LayerTestResult< uint8_t, 4 > LessOrEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:738
Concat4dDiffShapeDim3Test
LayerTestResult< float, 4 > Concat4dDiffShapeDim3Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2334
StackOutput4DAxis2Float32Test
LayerTestResult< float, 4 > StackOutput4DAxis2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:520
NotEqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:849
SpaceToDepthNchwFloat32Test2
LayerTestResult< float, 4 > SpaceToDepthNchwFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:225
BoundedReLuUint8UpperAndLowerBoundTest
LayerTestResult< uint8_t, 4 > BoundedReLuUint8UpperAndLowerBoundTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:186
ArgMinChannelTest
LayerTestResult< int32_t, 3 > ArgMinChannelTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:120
StridedSlice3dReverseUint8Test
LayerTestResult< uint8_t, 3 > StridedSlice3dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1072
StridedSlice3dUint8Test
LayerTestResult< uint8_t, 3 > StridedSlice3dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1065
LessBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > LessBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:649
SimpleNormalizationAcrossTest
LayerTestResult< float, 4 > SimpleNormalizationAcrossTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NormalizationTestImpl.cpp:366
Concat1dTest
LayerTestResult< float, 1 > Concat1dTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2202
CompareBoundedReLuTest
LayerTestResult< float, 4 > CompareBoundedReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, float upperBound, float lowerBound)
Definition: ActivationTestImpl.cpp:288
Slice4dInt16Test
LayerTestResult< int16_t, 4 > Slice4dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:272
Concat4dDim0Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2859
TransposeValueSet1Test
LayerTestResult< T, 4 > TransposeValueSet1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:108
ArgMaxChannelTest
LayerTestResult< int32_t, 3 > ArgMaxChannelTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:155
Concat2dDim1Uint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2789
PermuteValueSet1Test
LayerTestResult< T, 4 > PermuteValueSet1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:109
L2Pooling2dSize7Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize7Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1706
SplitterUint8Test
std::vector< LayerTestResult< uint8_t, 3 > > SplitterUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:343
TransposeValueSet3Test
LayerTestResult< T, 4 > TransposeValueSet3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:208
GreaterBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > GreaterBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:527
ConstantUint8SimpleQuantizationScaleNoOffsetTest
LayerTestResult< uint8_t, 4 > ConstantUint8SimpleQuantizationScaleNoOffsetTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConstantTestImpl.cpp:139
IgnorePaddingSimpleL2Pooling2dUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1747
PadUint83dTest
LayerTestResult< uint8_t, 3 > PadUint83dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:465
NotEqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > NotEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:904
L2Normalization1dTest
LayerTestResult< float, 4 > L2Normalization1dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:584
PadFloat322dTest
LayerTestResult< float, 2 > PadFloat322dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:479
ResizeBilinearMinTest
LayerTestResult< T, 4 > ResizeBilinearMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:263
MeanVts3Test
LayerTestResult< T, 3 > MeanVts3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:170
SimpleAveragePooling2dUint8Test
LayerTestResult< uint8_t, 4 > SimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1494
armnn
Copyright (c) 2020 ARM Limited.
Definition: 00_introduction.dox:25
Slice3dUint8Test
LayerTestResult< uint8_t, 3 > Slice3dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:253
ActivationFixture.hpp
armnn::IgnoreUnused
void IgnoreUnused(Ts &&...)
Definition: IgnoreUnused.hpp:14
LessBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > LessBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:715
SubtractionBroadcast1ElementTest
LayerTestResult< float, 4 > SubtractionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:123
GatherMultiDimParamsUint8Test
LayerTestResult< uint8_t, 2 > GatherMultiDimParamsUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: GatherTestImpl.cpp:350
SubtractionBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > SubtractionBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:47
EluTest
LayerTestResult< float, 4 > EluTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:1065
StridedSlice4dReverseFloat32Test
LayerTestResult< float, 4 > StridedSlice4dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:832
ConvertFp32ToBf16Test
LayerTestResult< armnn::BFloat16, 4 > ConvertFp32ToBf16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConvertFp32ToBf16TestImpl.cpp:13
Concat3dDim0Test
LayerTestResult< float, 3 > Concat3dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2237
StridedSlice4dReverseUint8Test
LayerTestResult< uint8_t, 4 > StridedSlice4dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:965
Neg3dTest
LayerTestResult< T, 3 > Neg3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NegTestImpl.cpp:40
ConcatTest
LayerTestResult< float, 3 > ConcatTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2077
SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest
LayerTestResult< float, 4 > SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Conv2dTestImpl.cpp:3540
FullyConnectedTest
LayerTestResult< T, 2 > FullyConnectedTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: FullyConnectedTestImpl.cpp:73
SpaceToBatchNdSimpleFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdSimpleFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:281
BoundedReLuUpperAndLowerBoundTest
LayerTestResult< float, 4 > BoundedReLuUpperAndLowerBoundTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:93
ArgMaxHeightTest
LayerTestResult< int32_t, 3 > ArgMaxHeightTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:190
QLstmTest
LayerTestResult< int8_t, 2 > QLstmTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2886
AdditionTest
LayerTestResult< float, 4 > AdditionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AdditionTestImpl.cpp:21
DepthToSpaceTest3
LayerTestResult< T, 4 > DepthToSpaceTest3(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: DepthToSpaceTestImpl.cpp:158
L2Pooling2dSize3Stride1Test
LayerTestResult< float, 4 > L2Pooling2dSize3Stride1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1637
L2Pooling2dSize3Stride4Test
LayerTestResult< float, 4 > L2Pooling2dSize3Stride4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1678
L2Pooling2dSize3Stride1Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1644
Exp2dTest
LayerTestResult< T, 2 > Exp2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ExpTestImpl.cpp:10
Pad4dTestCommon
LayerTestResult< T, 4 > Pad4dTestCommon(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float qScale, int32_t qOffset)
Definition: PadTestImpl.cpp:181
StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:993
Pad3dTestCommon
LayerTestResult< T, 3 > Pad3dTestCommon(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float qScale, int32_t qOffset)
Definition: PadTestImpl.cpp:95
L2Pooling2dSize3Stride4Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride4Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1685
SimplePermuteTest
LayerTestResult< T, 4 > SimplePermuteTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:60
SimpleFloorTest
LayerTestResult< T, 4 > SimpleFloorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: FloorTestImpl.cpp:15
SimpleTransposeTest
LayerTestResult< T, 4 > SimpleTransposeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:59
EqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > EqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:417
DepthwiseConvolution2dDepthNhwcTest
LayerTestResult< float, 4 > DepthwiseConvolution2dDepthNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: Conv2dTestImpl.cpp:3459
Convolution2d3x3Dilation3x3Test
LayerTestResult< T, 4 > Convolution2d3x3Dilation3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:1085
L2Normalization2dTest
LayerTestResult< float, 4 > L2Normalization2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:629
PadUint82dTest
LayerTestResult< uint8_t, 2 > PadUint82dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:451
LessOrEqualBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:760
L2NormalizationDefaultEpsilonTest
LayerTestResult< float, 4 > L2NormalizationDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:549
Neg2dTest
LayerTestResult< T, 2 > Neg2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NegTestImpl.cpp:11
SpaceToDepthNhwcQSymm16Test
LayerTestResult< int16_t, 4 > SpaceToDepthNhwcQSymm16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:235
ResizeNearestNeighborNopTest
LayerTestResult< T, 4 > ResizeNearestNeighborNopTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:345
SimpleMaxPooling2dUint8Test
LayerTestResult< uint8_t, 4 > SimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1425
SimpleSoftmaxUint8Test
LayerTestResult< uint8_t, 2 > SimpleSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:604
StridedSliceShrinkAxisMaskBitPosition0Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition0Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:874
Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
LayerTestResult< T, 4 > Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:1212
CompareAdditionTest
LayerTestResult< float, 4 > CompareAdditionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: AdditionTestImpl.cpp:626
TensorHelpers.hpp
LessSimpleTest
LayerTestResult< uint8_t, 4 > LessSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:639
SpaceToBatchNdMultiBlockFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiBlockFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:295
StridedSliceShrinkAxisMaskCTSFloat32Test
LayerTestResult< float, 4 > StridedSliceShrinkAxisMaskCTSFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:860
Slice4dUint8Test
LayerTestResult< uint8_t, 4 > Slice4dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:247
armnn::DepthwiseConvolution2dDescriptor::m_StrideX
uint32_t m_StrideX
Stride value when proceeding through input for the width dimension.
Definition: Descriptors.hpp:490
DepthToSpaceTest4
LayerTestResult< T, 4 > DepthToSpaceTest4(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: DepthToSpaceTestImpl.cpp:185
SpaceToDepthNchwFloat32Test1
LayerTestResult< float, 4 > SpaceToDepthNchwFloat32Test1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:206
StackOutput4DAxis3Float32Test
LayerTestResult< float, 4 > StackOutput4DAxis3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:527
false
DataLayout::NHWC false
Definition: NeonLayerTests.cpp:82
Concat3dDim2Test
LayerTestResult< float, 3 > Concat3dDim2Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2251
armnn::DataType
DataType
Definition: Types.hpp:32
PadFloat324dTest
LayerTestResult< float, 4 > PadFloat324dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:500
Abs3dTest
LayerTestResult< T, 3 > Abs3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AbsTestImpl.cpp:42
DequantizeSimpleUint8Test
LayerTestResult< float, 4 > DequantizeSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DequantizeTestImpl.cpp:134
StridedSliceShrinkAxisMaskBitPosition0And2Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:909
armnn::DepthwiseConvolution2dDescriptor::m_PadTop
uint32_t m_PadTop
Padding top value in the height dimension.
Definition: Descriptors.hpp:486
BatchNormFloat32NhwcTest
LayerTestResult< float, 4 > BatchNormFloat32NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: BatchNormalizationTestImpl.cpp:257
StridedSlice3dReverseFloat32Test
LayerTestResult< float, 3 > StridedSlice3dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:937
Convolution2dPerAxisQuantTest
DataLayout::NHWC DataLayout::NHWC DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW DataLayout::NCHW Convolution2dPerAxisQuantTest
Definition: RefLayerTests.cpp:195
PadFloat322dCustomPaddingTest
LayerTestResult< float, 2 > PadFloat322dCustomPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:486
HalfPixelCentersResizeNearestNeighbourTest
LayerTestResult< T, 4 > HalfPixelCentersResizeNearestNeighbourTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:605
ResizeBilinearNopTest
LayerTestResult< T, 4 > ResizeBilinearNopTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:151
StridedSliceShrinkAxisMaskBitPosition1Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1009
CompareSoftmaxTest
LayerTestResult< float, 2 > CompareSoftmaxTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, float beta)
Definition: SoftmaxTestImpl.cpp:695
ResizeBilinearMagTest
LayerTestResult< T, 4 > ResizeBilinearMagTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:301
TanhTest
LayerTestResult< float, 4 > TanhTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:1006
HalfPixelCentersResizeBilinearTest
LayerTestResult< T, 4 > HalfPixelCentersResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:540
SubtractionTest
LayerTestResult< float, 4 > SubtractionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:101
ResizeNearestNeighborMagTest
LayerTestResult< T, 4 > ResizeNearestNeighborMagTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout, float inQuantScale, int32_t inQuantOffset, float outQuantScale, int32_t outQuantOffset)
Definition: ResizeTestImpl.cpp:495
Concat3dDim1DiffInputDimsUint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim1DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2842
SimpleResizeBilinearTest
LayerTestResult< T, 4 > SimpleResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:184
SimpleMaxPooling2dSize3x3Stride2x4Test
LayerTestResult< float, 4 > SimpleMaxPooling2dSize3x3Stride2x4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool forceNoPadding)
Definition: Pooling2dTestImpl.cpp:1390
CompareActivationUint8Test
LayerTestResult< uint8_t, 4 > CompareActivationUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::ActivationFunction f)
Definition: ActivationTestImpl.cpp:1257
IgnorePaddingL2Pooling2dSize3Uint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingL2Pooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1768
IgnorePaddingSimpleAveragePooling2dUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1550
RsqrtZeroTest
LayerTestResult< T, 2 > RsqrtZeroTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: RsqrtTestImpl.cpp:69
NotEqualBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:860
SpaceToBatchNdMultiChannelsNhwcUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiChannelsNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:428
DepthwiseConvolution2dMult2Test
LayerTestResult< T, 4 > DepthwiseConvolution2dMult2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:2819
StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1049
StridedSlice2dFloat32Test
LayerTestResult< float, 2 > StridedSlice2dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:944
LessOrEqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:749
Rsqrt3dTest
LayerTestResult< T, 3 > Rsqrt3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: RsqrtTestImpl.cpp:40
Concat4dDiffShapeDim1Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2896
EqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > EqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:428
StridedSliceSimpleRangeMaskUint8Test
LayerTestResult< uint8_t, 4 > StridedSliceSimpleRangeMaskUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:979
MaximumBroadcast1ElementTest
LayerTestResult< float, 4 > MaximumBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:59
GreaterBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > GreaterBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:516
LessSimpleUint8Test
LayerTestResult< uint8_t, 4 > LessSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:704
AbsTest
LayerTestResult< float, 4 > AbsTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:778
NeonWorkloadFactoryHelper.hpp
DequantizeOffsetUint8Test
LayerTestResult< float, 4 > DequantizeOffsetUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DequantizeTestImpl.cpp:141
SpaceToBatchNdPaddingUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdPaddingUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:358
NegNegativeTest
LayerTestResult< T, 2 > NegNegativeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NegTestImpl.cpp:96
SubtractionUint8Test
LayerTestResult< uint8_t, 4 > SubtractionUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:19
QuantizeSimpleUint8Test
LayerTestResult< uint8_t, 4 > QuantizeSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: QuantizeTestImpl.cpp:130
EqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > EqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:406
DepthToSpaceTest2
LayerTestResult< T, 4 > DepthToSpaceTest2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: DepthToSpaceTestImpl.cpp:108
Concat4dDiffShapeDim1Test
LayerTestResult< float, 4 > Concat4dDiffShapeDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2319
PadFloat323dTest
LayerTestResult< float, 3 > PadFloat323dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:493
IgnorePaddingSimpleAveragePooling2dNoPaddingTest
LayerTestResult< float, 4 > IgnorePaddingSimpleAveragePooling2dNoPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1566
SqrtNNTest
LayerTestResult< float, 5 > SqrtNNTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:799
SimpleConvolution2d3x3Test
LayerTestResult< float, 4 > SimpleConvolution2d3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3240
FullyConnectedLargeTest
LayerTestResult< float, 2 > FullyConnectedLargeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool transposeWeights)
Definition: FullyConnectedTestImpl.cpp:346
armnn::BOOST_AUTO_TEST_CASE
BOOST_AUTO_TEST_CASE(CheckConvolution2dLayer)
Definition: ConstTensorLayerVisitor.cpp:268
Addition5dTest
LayerTestResult< float, 5 > Addition5dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AdditionTestImpl.cpp:89
MinimumBroadcast1ElementTest1
LayerTestResult< float, 4 > MinimumBroadcast1ElementTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MinimumTestImpl.cpp:19
EqualSimpleTest
LayerTestResult< uint8_t, 4 > EqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:341
PreluTest
LayerTestResult< T, 4 > PreluTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PreluTestImpl.hpp:24
StridedSliceShrinkAxisMaskBitPosition0And3Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:916
armnn::ActivationFunction::BoundedReLu
min(a, max(b, input)) ReLu1 & ReLu6.
Convolution2d2x3x3Dilation3x3Test
LayerTestResult< T, 4 > Convolution2d2x3x3Dilation3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:1141
SpaceToBatchNdPaddingNhwcUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdPaddingNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:442
MaximumSimpleTest
LayerTestResult< float, 4 > MaximumSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:19
IgnorePaddingAveragePooling2dSize3Uint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingAveragePooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1597
CompareConvolution2dTest
LayerTestResult< float, 4 > CompareConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: Conv2dTestImpl.cpp:3440
GreaterOrEqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:627
ConcatDifferentInputOutputQParamTest
LayerTestResult< T, 3 > ConcatDifferentInputOutputQParamTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:1921
NegZeroTest
LayerTestResult< T, 2 > NegZeroTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NegTestImpl.cpp:69
SimpleTransposeConvolution2dTest
LayerTestResult< T, 4 > SimpleTransposeConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: TransposeConvolution2dTestImpl.cpp:220
AlignCornersResizeNearestNeighbourTest
LayerTestResult< T, 4 > AlignCornersResizeNearestNeighbourTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:635
IgnorePaddingAveragePooling2dSize3x2Stride2x2Test
IgnorePaddingAveragePooling2dSize3x2Stride2x2Test
Definition: NeonLayerTests.cpp:448
AlignCornersResizeBilinearTest
LayerTestResult< T, 4 > AlignCornersResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:577
Exp3dTest
LayerTestResult< T, 3 > Exp3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ExpTestImpl.cpp:39
IgnorePaddingSimpleAveragePooling2dTest
LayerTestResult< float, 4 > IgnorePaddingSimpleAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1543
SimpleL2Pooling2dUint8Test
LayerTestResult< uint8_t, 4 > SimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1621
LessOrEqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:826
StridedSliceShrinkAxisMaskBitPosition2Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:888
StridedSliceShrinkAxisMaskFloat32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:853
MultiplicationBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > MultiplicationBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:236
Slice3dFloat32Test
LayerTestResult< float, 3 > Slice3dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:228
StridedSlice2dUint8Test
LayerTestResult< uint8_t, 2 > StridedSlice2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1079
DivisionTest
LayerTestResult< float, 4 > DivisionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DivisionTestImpl.cpp:60
Multiplication5dTest
LayerTestResult< float, 5 > Multiplication5dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:58
DepthwiseConvolution2dDepthMul1Test
DepthwiseConvolution2dDepthMul1Test
Definition: NeonLayerTests.cpp:222
true
DataLayout::NCHW DataLayout::NCHW DataLayout::NHWC DataLayout::NHWC true
Definition: NeonLayerTests.cpp:244
ArgMinWidthTest
LayerTestResult< int32_t, 3 > ArgMinWidthTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:225
AbsZeroTest
LayerTestResult< T, 2 > AbsZeroTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AbsTestImpl.cpp:72
SpaceToBatchNdMultiBlockNhwcUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiBlockNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:435
Concat4dDiffShapeDim3Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim3Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2912
BOOST_AUTO_TEST_SUITE_END
BOOST_AUTO_TEST_SUITE_END()
LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest
LayerTestResult< float, 2 > LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2662
MultiplicationBroadcast1ElementTest
LayerTestResult< float, 4 > MultiplicationBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:128
Concat2dDim1DiffInputDimsUint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim1DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2804
PadUint84dTest
LayerTestResult< uint8_t, 4 > PadUint84dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:472
L2Normalization2dShapeTest
LayerTestResult< float, 2 > L2Normalization2dShapeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: L2NormalizationTestImpl.cpp:674
Concat4dDiffShapeDim0Test
LayerTestResult< float, 4 > Concat4dDiffShapeDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2312
SimpleConvolution2d3x3NhwcTest
LayerTestResult< float, 4 > SimpleConvolution2d3x3NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: Conv2dTestImpl.cpp:3250
GreaterBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > GreaterBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:450
Concat2dDim0Uint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2782
StackOutput5DFloat32Test
LayerTestResult< float, 5 > StackOutput5DFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:541
ArgMaxSimpleTest
LayerTestResult< int32_t, 3 > ArgMaxSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:66
armnn::DepthwiseConvolution2dDescriptor::m_StrideY
uint32_t m_StrideY
Stride value when proceeding through input for the height dimension.
Definition: Descriptors.hpp:492
IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1574
SpaceToDepthNchwQSymm16Test
LayerTestResult< int16_t, 4 > SpaceToDepthNchwQSymm16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:244
SpaceToDepthNhwcAsymmQ8Test
LayerTestResult< uint8_t, 4 > SpaceToDepthNhwcAsymmQ8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:159
MinimumBroadcast1ElementTest2
LayerTestResult< float, 4 > MinimumBroadcast1ElementTest2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MinimumTestImpl.cpp:44
GreaterOrEqualBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:561
Concat3dDim2Uint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim2Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2826
CopyViaSplitterFloat32Test
LayerTestResult< float, 3 > CopyViaSplitterFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:357
PermuteValueSet2Test
LayerTestResult< T, 4 > PermuteValueSet2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:159
ReLuUint8Test
LayerTestResult< uint8_t, 4 > ReLuUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:570
GreaterOrEqualSimpleTest
LayerTestResult< uint8_t, 4 > GreaterOrEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:539
Gather1dParamsFloat32Test
LayerTestResult< float, 1 > Gather1dParamsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: GatherTestImpl.cpp:301
ConstantLinearActivationTest
LayerTestResult< float, 4 > ConstantLinearActivationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:373
MultiplicationBroadcast1DVectorUint8Test
LayerTestResult< uint8_t, 4 > MultiplicationBroadcast1DVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:268
ResizeNearestNeighborSqMinTest
LayerTestResult< T, 4 > ResizeNearestNeighborSqMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:417
CompareActivationTest
LayerTestResult< float, 4 > CompareActivationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::ActivationFunction f, unsigned int batchSize)
Definition: ActivationTestImpl.cpp:1246
Slice3dInt16Test
LayerTestResult< int16_t, 3 > Slice3dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:278
IgnorePaddingSimpleMaxPooling2dUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1447
StridedSliceShrinkAxisMaskUint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:986
SimpleReshapeTest
LayerTestResult< T, 4 > SimpleReshapeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ReshapeTestImpl.cpp:59
Concat4dDim3Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDim3Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2880
StridedSlice4dUint8Test
LayerTestResult< uint8_t, 4 > StridedSlice4dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:958
L2Pooling2dSize7Test
LayerTestResult< float, 4 > L2Pooling2dSize7Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1699
SpaceToBatchNdMultiBlockNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiBlockNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:379
Concat3dDim2DiffInputDimsUint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim2DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2850
SpaceToBatchNdMultiBlockUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiBlockUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:351
QuantizedLstmTest
LayerTestResult< uint8_t, 2 > QuantizedLstmTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2870
DivisionByZeroTest
LayerTestResult< float, 4 > DivisionByZeroTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DivisionTestImpl.cpp:19
StridedSlice3dFloat32Test
LayerTestResult< float, 3 > StridedSlice3dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:930
ResizeBilinearSqMinTest
LayerTestResult< T, 4 > ResizeBilinearSqMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:223
L2NormalizationNonDefaultEpsilonTest
LayerTestResult< float, 4 > L2NormalizationNonDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:568
SimpleFillTest
LayerTestResult< T, 4 > SimpleFillTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: FillTestImpl.cpp:15
StridedTransposeConvolution2dTest
LayerTestResult< T, 4 > StridedTransposeConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: TransposeConvolution2dTestImpl.cpp:396
armnn::NeonLayerSupport::IsDepthwiseConvolutionSupported
bool IsDepthwiseConvolutionSupported(const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
Definition: NeonLayerSupport.cpp:335
SpaceToBatchNdSimpleNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdSimpleNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:365
StridedSliceShrinkAxisMaskBitPosition0And1Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:902
StridedSliceShrinkAxisMaskBitPosition1Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:881
QuantizeClampUint8Test
LayerTestResult< uint8_t, 4 > QuantizeClampUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: QuantizeTestImpl.cpp:137
GreaterSimpleTest
LayerTestResult< uint8_t, 4 > GreaterSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:440
SimpleSigmoidTest
LayerTestResult< float, 4 > SimpleSigmoidTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:506
GatherMultiDimParamsFloat32Test
LayerTestResult< float, 2 > GatherMultiDimParamsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: GatherTestImpl.cpp:336
StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1033
SimpleMaxPooling2dTest
LayerTestResult< float, 4 > SimpleMaxPooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1417
AdditionBroadcast1ElementTest
LayerTestResult< float, 4 > AdditionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AdditionTestImpl.cpp:358
MultiplicationUint8Test
LayerTestResult< uint8_t, 4 > MultiplicationUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:186
MaximumBroadcast1DVectorUint8Test
LayerTestResult< uint8_t, 4 > MaximumBroadcast1DVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:284
GreaterOrEqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > GreaterOrEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:605
L2Pooling2dSize3Stride3Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1665
NotEqualSimpleTest
LayerTestResult< uint8_t, 4 > NotEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:838
ExpZeroTest
LayerTestResult< T, 2 > ExpZeroTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ExpTestImpl.cpp:70
SimpleSoftmaxTest
LayerTestResult< float, 2 > SimpleSoftmaxTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:309
StridedSliceSimpleRangeMaskFloat32Test
LayerTestResult< float, 4 > StridedSliceSimpleRangeMaskFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:846
BoundedReLuUpperBoundOnlyTest
LayerTestResult< float, 4 > BoundedReLuUpperBoundOnlyTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:124
DequantizeSimpleInt16Test
LayerTestResult< float, 4 > DequantizeSimpleInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DequantizeTestImpl.cpp:169
SimpleNormalizationWithinTest
LayerTestResult< float, 4 > SimpleNormalizationWithinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NormalizationTestImpl.cpp:375
CompareDepthwiseConvolution2dUint8Test
LayerTestResult< uint8_t, 4 > CompareDepthwiseConvolution2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3692
SubtractionBroadcastTest
LayerTestResult< float, 4 > SubtractionBroadcastTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:147
NeonWorkloadFactory.hpp
SpaceToBatchNdPaddingFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdPaddingFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:302
Concat4dDim1Test
LayerTestResult< float, 4 > Concat4dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2290
FullyConnectedFloat32Test
LayerTestResult< float, 2 > FullyConnectedFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, bool transposeWeights)
Definition: FullyConnectedTestImpl.cpp:249
BoundedReLuUint8UpperBoundOnlyTest
LayerTestResult< uint8_t, 4 > BoundedReLuUint8UpperBoundOnlyTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:155
LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2700
Slice2dUint8Test
LayerTestResult< uint8_t, 2 > Slice2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:259
armnn::NormalizationAlgorithmMethod::LocalBrightness
Krichevsky 2012: Local Brightness Normalization.
L2Pooling2dSize9Test
LayerTestResult< float, 4 > L2Pooling2dSize9Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1720
StridedSliceShrinkAxisMaskBitPosition3Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1025
Concat2dDim0DiffInputDimsTest
LayerTestResult< float, 2 > Concat2dDim0DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2223
ARMNN_COMPARE_REF_AUTO_TEST_CASE
#define ARMNN_COMPARE_REF_AUTO_TEST_CASE(TestName, TestFunction,...)
Definition: UnitTests.hpp:101
MeanKeepDimsTest
LayerTestResult< T, 4 > MeanKeepDimsTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:108
SpaceToBatchNdMultiChannelsFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiChannelsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:288
MaximumBroadcast1DVectorTest
LayerTestResult< float, 4 > MaximumBroadcast1DVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:83
NotEqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:926
CompareBatchNormTest
LayerTestResult< float, 4 > CompareBatchNormTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: BatchNormalizationTestImpl.cpp:591
Concat3dDim0DiffInputDimsTest
LayerTestResult< float, 3 > Concat3dDim0DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2259
DepthToSpaceTest1
LayerTestResult< T, 4 > DepthToSpaceTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: DepthToSpaceTestImpl.cpp:79
QLstmTest1
LayerTestResult< int8_t, 2 > QLstmTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2901
L2Normalization3dTest
LayerTestResult< float, 4 > L2Normalization3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:735
MinimumBroadcast1DVectorUint8Test
LayerTestResult< uint8_t, 4 > MinimumBroadcast1DVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MinimumTestImpl.cpp:68
Concat2dDim1DiffInputDimsTest
LayerTestResult< float, 2 > Concat2dDim1DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2230
Rsqrt2dTest
LayerTestResult< T, 2 > Rsqrt2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: RsqrtTestImpl.cpp:11
PadUint82dCustomPaddingTest
LayerTestResult< uint8_t, 2 > PadUint82dCustomPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:458
L2Pooling2dSize9Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize9Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1727
SimpleResizeNearestNeighborTest
LayerTestResult< T, 4 > SimpleResizeNearestNeighborTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:378
Concat3dDim1Test
LayerTestResult< float, 3 > Concat3dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2244
StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test
LayerTestResult< uint8_t, 1 > StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1057
Concat2dDim0Test
LayerTestResult< float, 2 > Concat2dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2209
GreaterOrEqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:550
Reshape5dTest
LayerTestResult< T, 5 > Reshape5dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ReshapeTestImpl.cpp:111
SubtractionBroadcastUint8Test
LayerTestResult< uint8_t, 4 > SubtractionBroadcastUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:77
StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1041
Pad2dTestCommon
LayerTestResult< T, 2 > Pad2dTestCommon(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float qScale, int32_t qOffset, const float customPaddingValue)
Definition: PadTestImpl.cpp:20
SpaceToBatchNdPaddingNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdPaddingNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:386
Concat3dDim1Uint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2819
CompareSoftmaxUint8Test
LayerTestResult< uint8_t, 2 > CompareSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, float beta)
Definition: SoftmaxTestImpl.cpp:705
SqrtTest
LayerTestResult< float, 4 > SqrtTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:892
Concat4dDim3Test
LayerTestResult< float, 4 > Concat4dDim3Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2304
DepthwiseConvolution2dMult4Test
LayerTestResult< T, 4 > DepthwiseConvolution2dMult4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:2727
AdditionBroadcastTest
LayerTestResult< float, 4 > AdditionBroadcastTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AdditionTestImpl.cpp:326
LogSoftmaxTest1
LayerTestResult< T, 4 > LogSoftmaxTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LogSoftmaxTestImpl.cpp:72
SimpleSigmoidUint8Test
LayerTestResult< uint8_t, 4 > SimpleSigmoidUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:513
LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2717
MeanMultipleDimsTest
LayerTestResult< T, 4 > MeanMultipleDimsTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:123
L2Normalization4dTest
LayerTestResult< float, 4 > L2Normalization4dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:780
InstanceNormFloat32Test2
LayerTestResult< float, 4 > InstanceNormFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: InstanceNormalizationTestImpl.cpp:255
armnn::DepthwiseConvolution2dDescriptor
A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer.
Definition: Descriptors.hpp:452
CompareNormalizationTest
LayerTestResult< float, 4 > CompareNormalizationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::NormalizationAlgorithmChannel normChannel, armnn::NormalizationAlgorithmMethod normMethod)
Definition: NormalizationTestImpl.cpp:393
DivisionBroadcast1ElementTest
LayerTestResult< float, 4 > DivisionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DivisionTestImpl.cpp:100
ARMNN_AUTO_TEST_CASE
ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc
Slice1dFloat32Test
LayerTestResult< float, 1 > Slice1dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:240
StridedSlice2dReverseFloat32Test
LayerTestResult< float, 2 > StridedSlice2dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:951
armnn::DepthwiseConvolution2dDescriptor::m_PadRight
uint32_t m_PadRight
Padding right value in the width dimension.
Definition: Descriptors.hpp:484
EqualBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > EqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:362
BatchNormFloat32Test
LayerTestResult< float, 4 > BatchNormFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: BatchNormalizationTestImpl.cpp:211
StridedSliceShrinkAxisMaskBitPosition3Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:895
SpaceToDepthNchwAsymmQ8Test
LayerTestResult< uint8_t, 4 > SpaceToDepthNchwAsymmQ8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:168
SpaceToBatchNdSimpleUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:337
MaximumBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > MaximumBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:252