ArmNN
 20.05
NeonLayerTests.cpp
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1 //
2 // Copyright © 2017 Arm Ltd. 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 ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1, Simple3dSoftmaxTest, 1.0f)
504 ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1Uint8, Simple3dSoftmaxUint8Test, 1.0f)
505 
506 ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1, Simple4dSoftmaxTest, 1.0f)
507 ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1Uint8, Simple4dSoftmaxUint8Test, 1.0f)
508 
509 // Space To Batch Nd
510 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
511 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
512 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
513 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
514 
515 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
516 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
517 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
518 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
519 
520 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
521 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
522 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
523 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
524 
525 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
526 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
527 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
528 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
529 
530 // SpaceToDepth
531 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
532 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
533 
534 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
535 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
536 
537 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
538 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
539 
540 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
541 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
542 
543 // Splitter
544 ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
545 ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
546 
547 ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
548 ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
549 
550 // Concat
551 ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
552 ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
553 ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
554  ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
555 
556 // Convert from BFloat16 to Float32
557 ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
558 
559 // Convert from Float32 to BFloat16
560 ARMNN_AUTO_TEST_CASE(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
561 
562 // Fully Connected
563 ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
564 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
565 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
566 ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
567 ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
568 ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
569 ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
570 
571 // Add
572 ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
573 ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
574 ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
575 ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
576 
577 // Sub
578 ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
579 ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
580 ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
581 ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
582 ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
583 ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
584 
585 // Div
586 ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
587 ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
588 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
589 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
590 
591 // Mul
592 ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
593 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
594 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
595 ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
596 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
597 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
598 ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
599 
600 // Batch Norm
601 ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
602 ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
603 
604 // InstanceNormalization
605 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
606 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
607 
608 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
609 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
610 
611 // Constant
612 ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
613 ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
614 
615 // Concat
616 ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
617 ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
618 
619 ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
620 ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
621 ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
622 ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
623 
624 ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
625 ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
626 ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
627 ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
628 
629 ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
630 ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
631 ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
632 ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
633 ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
634 ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
635 
636 ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
637 ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
638 ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
639 ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
640 ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
641 ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
642 
643 ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
644 ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
645 ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
646 ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
647 ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
648 ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
649 
650 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
651 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
652 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
653 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
654 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
655 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
656 
657 // L2 Normalization
658 ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
659 ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
660 ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
661 ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
662 
663 ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
664 ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
665 ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
666 ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
667 
668 ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
669 
670 ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
671 ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
672 
673 // Floor
674 ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
675 
676 // Equal
677 ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest)
678 ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
679 ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
680 
681 ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test)
682 ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
683 ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
684 
685 // Greater
686 ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
687 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
688 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
689 
690 ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
691 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
692 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
693 
694 // GreaterOrEqual
695 ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
696 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
697 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
698 
699 ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
700 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
701 ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
702 
703 // Less
704 ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest)
705 ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest)
706 ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest)
707 
708 ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test)
709 ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
710 ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
711 
712 // LessOrEqual
713 ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest)
714 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
715 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
716 
717 ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
718 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
719 ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
720 
721 // NotEqual
722 ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest)
723 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
724 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
725 
726 ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
727 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
728 ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
729 
730 // Reshape
731 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
732 ARMNN_AUTO_TEST_CASE(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
733 ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
734 ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
735 
736 // Pad
737 ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
738 ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
739 ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
740 ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
741 
742 ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
743 ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
744 ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
745 ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
746 
747 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
748 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
749 ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
750 ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
751 
752 // Permute
753 ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
754 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
755 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
756 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
757 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
758 ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
759 ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
760 ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
761 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
762 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
763 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
764 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
765 
766 // Lstm
767 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
768  LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
769 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
770  LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
771 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
772  LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
773 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
774  LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
775 
776 // QLstm
777 ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest)
778 
779 // QuantizedLstm
780 ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
781 
782 // Mean
783 ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
784 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
785 ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
786 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
787 ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
788 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
789 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
790 
791 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
792 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
793 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
794 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
795 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
796 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
797 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
798 
799 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
800 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
801 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
802 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
803 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
804 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
805 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
806 
807 // Max
808 ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
809 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
810 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
811 ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
812 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
813 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
814 
815 // Min
816 ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
817 ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
818 ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
819 
820 // Normalization
821 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
822 ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
823 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
824 
825 // Resize Bilinear - NCHW data layout
826 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
827 ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
828 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
829 ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
830 ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
831 
832 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
833  SimpleResizeBilinearTest<DataType::QAsymmU8>,
834  DataLayout::NCHW)
835 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
836  ResizeBilinearNopTest<DataType::QAsymmU8>,
837  DataLayout::NCHW)
838 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
839  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
840  DataLayout::NCHW)
841 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
842  ResizeBilinearMinTest<DataType::QAsymmU8>,
843  DataLayout::NCHW)
844 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
845  ResizeBilinearMagTest<DataType::QAsymmU8>,
846  DataLayout::NCHW)
847 
848 // Resize Bilinear - NHWC data layout
849 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
850  ResizeBilinearNopTest<DataType::Float32>,
851  DataLayout::NHWC)
852 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
853  SimpleResizeBilinearTest<DataType::Float32>,
854  DataLayout::NHWC)
855 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
856  ResizeBilinearSqMinTest<DataType::Float32>,
857  DataLayout::NHWC)
858 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
859  ResizeBilinearMinTest<DataType::Float32>,
860  DataLayout::NHWC)
861 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
862  ResizeBilinearMagTest<DataType::Float32>,
863  DataLayout::NHWC)
864 
865 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
866  ResizeBilinearNopTest<DataType::QAsymmU8>,
867  DataLayout::NHWC)
868 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
869  SimpleResizeBilinearTest<DataType::QAsymmU8>,
870  DataLayout::NHWC)
871 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
872  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
873  DataLayout::NHWC)
874 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
875  ResizeBilinearMinTest<DataType::QAsymmU8>,
876  DataLayout::NHWC)
877 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
878  ResizeBilinearMagTest<DataType::QAsymmU8>,
879  DataLayout::NHWC)
880 
881 // Resize NearestNeighbor - NCHW
882 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
883  SimpleResizeNearestNeighborTest<DataType::Float32>,
884  DataLayout::NCHW)
885 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
886  ResizeNearestNeighborNopTest<DataType::Float32>,
887  DataLayout::NCHW)
888 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
889  ResizeNearestNeighborSqMinTest<DataType::Float32>,
890  DataLayout::NCHW)
891 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
892  ResizeNearestNeighborMinTest<DataType::Float32>,
893  DataLayout::NCHW)
894 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
895  ResizeNearestNeighborMagTest<DataType::Float32>,
896  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
897 
898 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
899  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
900  DataLayout::NCHW)
901 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
902  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
903  DataLayout::NCHW)
904 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
905  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
906  DataLayout::NCHW)
907 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
908  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
909  DataLayout::NCHW)
910 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
911  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
912  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
913 
914 // Resize NearestNeighbor - NHWC
915 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
916  ResizeNearestNeighborNopTest<DataType::Float32>,
917  DataLayout::NHWC)
918 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
919  SimpleResizeNearestNeighborTest<DataType::Float32>,
920  DataLayout::NHWC)
921 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
922  ResizeNearestNeighborSqMinTest<DataType::Float32>,
923  DataLayout::NHWC)
924 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
925  ResizeNearestNeighborMinTest<DataType::Float32>,
926  DataLayout::NHWC)
927 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
928  ResizeNearestNeighborMagTest<DataType::Float32>,
929  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
930 
931 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
932  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
933  DataLayout::NHWC)
934 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
935  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
936  DataLayout::NHWC)
937 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
938  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
939  DataLayout::NHWC)
940 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
941  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
942  DataLayout::NHWC)
943 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
944  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
945  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
946 
947 // Slice
948 ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
949 ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
950 ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
951 ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
952 ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
953 ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
954 ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
955 ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
956 ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
957 ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
958 ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
959 ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
960 
961 // Strided Slice
962 ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
963 ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
964 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
965 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
966 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
967 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
968 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
969  StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
970 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
971 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
972 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
973 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
974 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
975  StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
976 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
977  StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
978 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
979  StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
980 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
981  StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
982 ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
983 ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
984 ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
985 ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
986 
987 ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
988 ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
989 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
990 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
991 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
992 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
993  StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
994 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
995 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
996 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
997 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
998 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
999  StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1000 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
1001  StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1002 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
1003  StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1004 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
1005  StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
1006 ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1007 ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1008 ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1009 ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
1010 
1011 // Quantize
1012 ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1013 ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1014 
1015 // PReLU
1016 ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
1017 ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>)
1018 
1019 // Stack
1020 ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1021 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1022 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1023 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1024 ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1025 ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1026 
1027 // Transpose
1028 ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1029 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1030 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1031 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
1032 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>)
1033 ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
1034 ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
1035 ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
1036 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1037 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1038 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1039 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1040 ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1041 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1042 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1043 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
1044 
1045 // TransposeConvolution2d
1046 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1047  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1048  true,
1049  DataLayout::NCHW)
1050 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1051  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1052  true,
1053  DataLayout::NHWC)
1054 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
1055  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1056  true,
1057  DataLayout::NCHW)
1058 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
1059  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1060  true,
1061  DataLayout::NHWC)
1062 
1063 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1064  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1065  false,
1066  DataLayout::NCHW)
1067 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1068  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1069  true,
1070  DataLayout::NHWC)
1071 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1072  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1073  true,
1074  DataLayout::NCHW)
1075 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1076  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1077  true,
1078  DataLayout::NHWC)
1079 
1080 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1081  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1082  true,
1083  DataLayout::NCHW)
1084 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1085  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1086  true,
1087  DataLayout::NHWC)
1088 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
1089  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1090  true,
1091  DataLayout::NCHW)
1092 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
1093  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1094  true,
1095  DataLayout::NHWC)
1096 
1097 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1098  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1099  false,
1100  DataLayout::NCHW)
1101 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1102  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1103  true,
1104  DataLayout::NHWC)
1105 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
1106  PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1107  true,
1108  DataLayout::NCHW)
1109 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
1110  PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1111  true,
1112  DataLayout::NHWC)
1113 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1114  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1115  true,
1116  DataLayout::NCHW)
1117 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1118  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1119  true,
1120  DataLayout::NHWC)
1121 
1122 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1123  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1124  true,
1125  DataLayout::NCHW)
1126 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1127  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1128  true,
1129  DataLayout::NHWC)
1130 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1131  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1132  true,
1133  DataLayout::NCHW)
1134 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1135  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1136  true,
1137  DataLayout::NHWC)
1138 
1139 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1140  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1141  false,
1142  DataLayout::NCHW)
1143 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1144  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1145  true,
1146  DataLayout::NHWC)
1147 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1148  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1149  true,
1150  DataLayout::NCHW)
1151 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1152  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1153  true,
1154  DataLayout::NHWC)
1155 
1156 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1157  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1158  DataLayout::NCHW)
1159 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1160  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1161  DataLayout::NHWC)
1162 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1163  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1164  DataLayout::NCHW)
1165 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1166  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1167  DataLayout::NHWC)
1168 
1169 // Abs
1170 ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1171 ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1172 ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
1173 
1174 ARMNN_AUTO_TEST_CASE(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1175 ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1176 ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
1177 
1178 // Rsqrt
1179 ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1180 ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1181 ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1182 ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
1183 
1184 // ArgMinMax
1185 ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1186 ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1187 ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
1188 ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
1189 ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
1190 ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
1191 
1192 ARMNN_AUTO_TEST_CASE(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1193 ARMNN_AUTO_TEST_CASE(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1194 ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1195 ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
1196 ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
1197 ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
1198 
1199 ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1200 ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1201 ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1202 ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
1203 ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
1204 ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
1205 
1206 // Neg
1207 ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>)
1208 ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>)
1209 ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>)
1210 ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>)
1211 
1212 #if defined(ARMNNREF_ENABLED)
1213 
1214 // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
1215 // if the reference backend is not built
1216 
1217 // ============================================================================
1218 // COMPARE tests
1219 
1220 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
1221 
1222 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
1223  CompareDepthwiseConvolution2dFloatTest,
1224  DataLayout::NCHW)
1225 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
1226  CompareDepthwiseConvolution2dUint8Test,
1227  DataLayout::NCHW)
1228 
1229 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
1230  CompareDepthwiseConvolution2dFloatTest,
1231  DataLayout::NHWC)
1232 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
1233  CompareDepthwiseConvolution2dUint8Test,
1234  DataLayout::NHWC)
1235 
1236 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
1237  NormalizationAlgorithmChannel::Within,
1238  NormalizationAlgorithmMethod::LocalBrightness)
1239 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
1240  NormalizationAlgorithmChannel::Across,
1241  NormalizationAlgorithmMethod::LocalBrightness)
1242 
1243 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max)
1244 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1245  PoolingAlgorithm::Max)
1246 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReference, ComparePooling2dTest,
1247  PoolingAlgorithm::Average)
1248 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1249  PoolingAlgorithm::Average)
1250 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2)
1251 ARMNN_COMPARE_REF_AUTO_TEST_CASE(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1252  PoolingAlgorithm::L2)
1253 
1254 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
1255 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
1256 
1257 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
1258 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
1259 
1260 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
1261 
1262 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithReference, CompareMultiplicationTest)
1263 
1264 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
1265 
1266 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
1267 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
1268 
1269 // ============================================================================
1270 // FIXTURE tests
1271 
1272 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
1273  CompareActivationTest, ActivationFunction::Sigmoid, 5u)
1274 
1275 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
1276  CompareActivationTest, ActivationFunction::TanH, 5u)
1277 
1278 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
1279  CompareActivationTest, ActivationFunction::Linear, 5u)
1280 
1281 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
1282  CompareActivationTest, ActivationFunction::ReLu, 5u)
1283 
1284 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
1285  CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
1286 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
1287  CompareActivationUint8Test, ActivationFunction::BoundedReLu)
1288 
1289 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
1290  CompareActivationTest, ActivationFunction::SoftReLu, 1u)
1291 
1292 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
1293  CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
1294 
1295 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
1296  CompareActivationTest, ActivationFunction::Abs, 5u)
1297 
1298 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
1299  CompareActivationTest, ActivationFunction::Sqrt, 5u)
1300 
1301 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
1302  CompareActivationTest, ActivationFunction::Square, 5u)
1303 
1304 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareEluActivationWithReference, ActivationFixture,
1305  CompareActivationTest, ActivationFunction::Elu, 5u)
1306 
1307 #endif
1308 
1309 BOOST_AUTO_TEST_SUITE_END()
L2Pooling2dSize3Stride3Test
LayerTestResult< float, 4 > L2Pooling2dSize3Stride3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1652
BOOST_AUTO_TEST_SUITE
BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
SplitterFloat32Test
std::vector< LayerTestResult< float, 3 > > SplitterFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:325
LessBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > LessBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:658
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:3678
LessOrEqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > LessOrEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:802
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:532
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:263
MultiplicationTest
LayerTestResult< float, 4 > MultiplicationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MultiplicationTestImpl.cpp:19
SimpleTransposeTest
LayerTestResult< T, 4 > SimpleTransposeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:58
IgnorePaddingAveragePooling2dSize3Test
LayerTestResult< float, 4 > IgnorePaddingAveragePooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1584
MeanVts1Test
LayerTestResult< T, 1 > MeanVts1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:136
LeakyReLuTest
LayerTestResult< float, 4 > LeakyReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:715
Concat3dDim1DiffInputDimsTest
LayerTestResult< float, 3 > Concat3dDim1DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2262
SquareTest
LayerTestResult< float, 4 > SquareTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:939
Concat1dUint8Test
LayerTestResult< uint8_t, 1 > Concat1dUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2770
StridedSliceSimpleStrideFloat32Test
LayerTestResult< float, 4 > StridedSliceSimpleStrideFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:838
Slice2dInt16Test
LayerTestResult< int16_t, 2 > Slice2dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:282
ResizeNearestNeighborMinTest
LayerTestResult< T, 4 > ResizeNearestNeighborMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:449
NotEqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:913
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:220
NeonLayerSupport.hpp
ConcatUint8Test
LayerTestResult< uint8_t, 3 > ConcatUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2497
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:55
Slice1dInt16Test
LayerTestResult< int16_t, 1 > Slice1dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:288
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:2278
SoftReLuTest
LayerTestResult< float, 4 > SoftReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:658
ComparePooling2dTest
LayerTestResult< float, 4 > ComparePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::PoolingAlgorithm poolingType)
Definition: Pooling2dTestImpl.cpp:1797
armnn::TensorInfo::GetShape
const TensorShape & GetShape() const
Definition: Tensor.hpp:88
EqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > EqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:349
StridedSliceShrinkAxisMaskBitPosition2Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition2Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1016
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:419
IgnorePaddingMaxPooling2dSize3Test
LayerTestResult< float, 4 > IgnorePaddingMaxPooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1457
StackAxis0Float32Test
LayerTestResult< float, 4 > StackAxis0Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:504
PermuteValueSet3Test
LayerTestResult< T, 4 > PermuteValueSet3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:207
Concat3dDim2DiffInputDimsTest
LayerTestResult< float, 3 > Concat3dDim2DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2269
SpaceToDepthNhwcFloat32Test2
LayerTestResult< float, 4 > SpaceToDepthNhwcFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:214
ReLuTest
LayerTestResult< float, 4 > ReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:570
PaddedTransposeConvolution2dTest
LayerTestResult< T, 4 > PaddedTransposeConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: TransposeConvolution2dTestImpl.cpp:305
Concat2dDim0DiffInputDimsUint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim0DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2791
DepthwiseConvolution2dPerAxisQuantTest
LayerTestResult< uint8_t, 4 > DepthwiseConvolution2dPerAxisQuantTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3570
StridedSlice2dReverseUint8Test
LayerTestResult< uint8_t, 2 > StridedSlice2dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1085
CompareMultiplicationTest
LayerTestResult< float, 4 > CompareMultiplicationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: MultiplicationTestImpl.cpp:399
SpaceToDepthNhwcFloat32Test1
LayerTestResult< float, 4 > SpaceToDepthNhwcFloat32Test1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:195
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:511
StridedSliceShrinkAxisMaskBitPosition0Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition0Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1000
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:2807
StridedSlice4dFloat32Test
LayerTestResult< float, 4 > StridedSlice4dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:824
StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:866
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:1607
IgnorePaddingMaxPooling2dSize3Uint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingMaxPooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1464
LayerTests.hpp
IgnorePaddingSimpleMaxPooling2dTest
LayerTestResult< float, 4 > IgnorePaddingSimpleMaxPooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1434
LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2141
GreaterOrEqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:614
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:483
LargeTensorsAveragePooling2dTest
LayerTestResult< float, 4 > LargeTensorsAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1515
MeanSimpleAxisTest
LayerTestResult< T, 3 > MeanSimpleAxisTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:91
CopyViaSplitterUint8Test
LayerTestResult< uint8_t, 3 > CopyViaSplitterUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:367
GreaterBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > GreaterBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:459
IgnorePaddingSimpleL2Pooling2dTest
LayerTestResult< float, 4 > IgnorePaddingSimpleL2Pooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1734
SimpleAveragePooling2dTest
LayerTestResult< float, 4 > SimpleAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1480
MeanSimpleTest
LayerTestResult< T, 1 > MeanSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:76
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:971
Slice2dFloat32Test
LayerTestResult< float, 2 > Slice2dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:232
Concat3dDim0DiffInputDimsUint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim0DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2830
ArgMinSimpleTest
LayerTestResult< int32_t, 3 > ArgMinSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:91
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
Simple3dSoftmaxUint8Test
LayerTestResult< uint8_t, 3 > Simple3dSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:607
Concat2dDim1Test
LayerTestResult< float, 2 > Concat2dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2211
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:342
LessOrEqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:813
SimpleNormalizationAcrossNhwcTest
LayerTestResult< float, 4 > SimpleNormalizationAcrossNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NormalizationTestImpl.cpp:376
ComparePooling2dUint8Test
LayerTestResult< uint8_t, 4 > ComparePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::PoolingAlgorithm poolingType)
Definition: Pooling2dTestImpl.cpp:1807
LessBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > LessBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:724
Concat4dDiffShapeDim0Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2883
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:922
SpaceToBatchNdMultiChannelsNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiChannelsNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:370
InstanceNormFloat32Test
LayerTestResult< float, 4 > InstanceNormFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: InstanceNormalizationTestImpl.cpp:237
Concat4dDim1Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2861
SimpleMaxPooling2dSize3x3Stride2x4Uint8Test
LayerTestResult< uint8_t, 4 > SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool forceNoPadding)
Definition: Pooling2dTestImpl.cpp:1393
LargeTensorsAveragePooling2dUint8Test
LayerTestResult< uint8_t, 4 > LargeTensorsAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1522
IgnorePaddingL2Pooling2dSize3Test
LayerTestResult< float, 4 > IgnorePaddingL2Pooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1755
GreaterSimpleUint8Test
LayerTestResult< uint8_t, 4 > GreaterSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:503
MeanVts2Test
LayerTestResult< T, 3 > MeanVts2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:152
LessOrEqualSimpleTest
LayerTestResult< uint8_t, 4 > LessOrEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:736
Concat4dDiffShapeDim3Test
LayerTestResult< float, 4 > Concat4dDiffShapeDim3Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2329
StackOutput4DAxis2Float32Test
LayerTestResult< float, 4 > StackOutput4DAxis2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:518
NotEqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:847
SpaceToDepthNchwFloat32Test2
LayerTestResult< float, 4 > SpaceToDepthNchwFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:223
BoundedReLuUint8UpperAndLowerBoundTest
LayerTestResult< uint8_t, 4 > BoundedReLuUint8UpperAndLowerBoundTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:184
ArgMinChannelTest
LayerTestResult< int32_t, 3 > ArgMinChannelTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:118
StridedSlice3dReverseUint8Test
LayerTestResult< uint8_t, 3 > StridedSlice3dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1071
StridedSlice3dUint8Test
LayerTestResult< uint8_t, 3 > StridedSlice3dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1064
LessBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > LessBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:647
SimpleNormalizationAcrossTest
LayerTestResult< float, 4 > SimpleNormalizationAcrossTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NormalizationTestImpl.cpp:358
Concat1dTest
LayerTestResult< float, 1 > Concat1dTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2197
CompareBoundedReLuTest
LayerTestResult< float, 4 > CompareBoundedReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, float upperBound, float lowerBound)
Definition: ActivationTestImpl.cpp:284
Slice4dInt16Test
LayerTestResult< int16_t, 4 > Slice4dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:270
Concat4dDim0Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2854
ArgMaxChannelTest
LayerTestResult< int32_t, 3 > ArgMaxChannelTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:153
Concat2dDim1Uint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2784
PermuteValueSet1Test
LayerTestResult< T, 4 > PermuteValueSet1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:107
L2Pooling2dSize7Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize7Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1700
SplitterUint8Test
std::vector< LayerTestResult< uint8_t, 3 > > SplitterUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:339
GreaterBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > GreaterBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:525
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:1741
PadUint83dTest
LayerTestResult< uint8_t, 3 > PadUint83dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:459
NotEqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > NotEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:902
L2Normalization1dTest
LayerTestResult< float, 4 > L2Normalization1dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:582
PadFloat322dTest
LayerTestResult< float, 2 > PadFloat322dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:473
ResizeBilinearMinTest
LayerTestResult< T, 4 > ResizeBilinearMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:255
MeanVts3Test
LayerTestResult< T, 3 > MeanVts3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:168
SimpleAveragePooling2dUint8Test
LayerTestResult< uint8_t, 4 > SimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1488
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:251
ActivationFixture.hpp
armnn::IgnoreUnused
void IgnoreUnused(Ts &&...)
Definition: IgnoreUnused.hpp:14
TransposeValueSet2Test
LayerTestResult< T, 4 > TransposeValueSet2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:157
LessBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > LessBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:713
SubtractionBroadcast1ElementTest
LayerTestResult< float, 4 > SubtractionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SubtractionTestImpl.cpp:123
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:1056
StridedSlice4dReverseFloat32Test
LayerTestResult< float, 4 > StridedSlice4dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:831
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:2232
StridedSlice4dReverseUint8Test
LayerTestResult< uint8_t, 4 > StridedSlice4dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:964
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:2072
SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest
LayerTestResult< float, 4 > SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Conv2dTestImpl.cpp:3538
FullyConnectedTest
LayerTestResult< T, 2 > FullyConnectedTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: FullyConnectedTestImpl.cpp:71
SpaceToBatchNdSimpleFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdSimpleFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:279
BoundedReLuUpperAndLowerBoundTest
LayerTestResult< float, 4 > BoundedReLuUpperAndLowerBoundTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:91
ArgMaxHeightTest
LayerTestResult< int32_t, 3 > ArgMaxHeightTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:188
QLstmTest
LayerTestResult< int8_t, 2 > QLstmTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2349
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:156
L2Pooling2dSize3Stride1Test
LayerTestResult< float, 4 > L2Pooling2dSize3Stride1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1631
L2Pooling2dSize3Stride4Test
LayerTestResult< float, 4 > L2Pooling2dSize3Stride4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1672
L2Pooling2dSize3Stride1Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1638
Pad4dTestCommon
LayerTestResult< T, 4 > Pad4dTestCommon(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float qScale, int32_t qOffset)
Definition: PadTestImpl.cpp:177
false
DataLayout::NHWC false
Definition: NeonLayerTests.cpp:82
StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:992
Pad3dTestCommon
LayerTestResult< T, 3 > Pad3dTestCommon(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float qScale, int32_t qOffset)
Definition: PadTestImpl.cpp:93
L2Pooling2dSize3Stride4Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride4Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1679
SimplePermuteTest
LayerTestResult< T, 4 > SimplePermuteTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:58
SimpleFloorTest
LayerTestResult< T, 4 > SimpleFloorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: FloorTestImpl.cpp:15
EqualBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > EqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:415
DepthwiseConvolution2dDepthNhwcTest
LayerTestResult< float, 4 > DepthwiseConvolution2dDepthNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: Conv2dTestImpl.cpp:3457
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:627
PadUint82dTest
LayerTestResult< uint8_t, 2 > PadUint82dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:445
LessOrEqualBroadcast1dVectorTest
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:758
L2NormalizationDefaultEpsilonTest
LayerTestResult< float, 4 > L2NormalizationDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:547
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:233
ResizeNearestNeighborNopTest
LayerTestResult< T, 4 > ResizeNearestNeighborNopTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:337
SimpleMaxPooling2dUint8Test
LayerTestResult< uint8_t, 4 > SimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1419
true
DataLayout::NCHW DataLayout::NCHW DataLayout::NHWC DataLayout::NHWC true
Definition: NeonLayerTests.cpp:244
SimpleSoftmaxUint8Test
LayerTestResult< uint8_t, 2 > SimpleSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:599
StridedSliceShrinkAxisMaskBitPosition0Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition0Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:873
Simple4dSoftmaxUint8Test
LayerTestResult< uint8_t, 4 > Simple4dSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:622
Simple3dSoftmaxTest
LayerTestResult< float, 3 > Simple3dSoftmaxTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:321
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:561
TensorHelpers.hpp
LessSimpleTest
LayerTestResult< uint8_t, 4 > LessSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:637
SpaceToBatchNdMultiBlockFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiBlockFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:293
TransposeValueSet1Test
LayerTestResult< T, 4 > TransposeValueSet1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:107
StridedSliceShrinkAxisMaskCTSFloat32Test
LayerTestResult< float, 4 > StridedSliceShrinkAxisMaskCTSFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:859
Slice4dUint8Test
LayerTestResult< uint8_t, 4 > Slice4dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:245
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:183
SpaceToDepthNchwFloat32Test1
LayerTestResult< float, 4 > SpaceToDepthNchwFloat32Test1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:204
StackOutput4DAxis3Float32Test
LayerTestResult< float, 4 > StackOutput4DAxis3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:525
Concat3dDim2Test
LayerTestResult< float, 3 > Concat3dDim2Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2246
armnn::DataType
DataType
Definition: Types.hpp:32
PadFloat324dTest
LayerTestResult< float, 4 > PadFloat324dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:494
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:132
StridedSliceShrinkAxisMaskBitPosition0And2Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:908
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:253
StridedSlice3dReverseFloat32Test
LayerTestResult< float, 3 > StridedSlice3dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:936
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:196
PadFloat322dCustomPaddingTest
LayerTestResult< float, 2 > PadFloat322dCustomPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:480
ResizeBilinearNopTest
LayerTestResult< T, 4 > ResizeBilinearNopTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:143
StridedSliceShrinkAxisMaskBitPosition1Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1008
CompareSoftmaxTest
LayerTestResult< float, 2 > CompareSoftmaxTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, float beta)
Definition: SoftmaxTestImpl.cpp:690
ResizeBilinearMagTest
LayerTestResult< T, 4 > ResizeBilinearMagTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:293
TanhTest
LayerTestResult< float, 4 > TanhTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:997
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:487
Concat3dDim1DiffInputDimsUint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim1DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2837
SimpleResizeBilinearTest
LayerTestResult< T, 4 > SimpleResizeBilinearTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:176
SimpleMaxPooling2dSize3x3Stride2x4Test
LayerTestResult< float, 4 > SimpleMaxPooling2dSize3x3Stride2x4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool forceNoPadding)
Definition: Pooling2dTestImpl.cpp:1384
CompareActivationUint8Test
LayerTestResult< uint8_t, 4 > CompareActivationUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, armnn::ActivationFunction f)
Definition: ActivationTestImpl.cpp:1247
IgnorePaddingL2Pooling2dSize3Uint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingL2Pooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1762
IgnorePaddingSimpleAveragePooling2dUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1544
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:858
SpaceToBatchNdMultiChannelsNhwcUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiChannelsNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:426
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:1048
StridedSlice2dFloat32Test
LayerTestResult< float, 2 > StridedSlice2dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:943
LessOrEqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:747
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:2891
EqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > EqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:426
StridedSliceSimpleRangeMaskUint8Test
LayerTestResult< uint8_t, 4 > StridedSliceSimpleRangeMaskUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:978
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:514
LessSimpleUint8Test
LayerTestResult< uint8_t, 4 > LessSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:702
AbsTest
LayerTestResult< float, 4 > AbsTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:771
NeonWorkloadFactoryHelper.hpp
DequantizeOffsetUint8Test
LayerTestResult< float, 4 > DequantizeOffsetUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DequantizeTestImpl.cpp:139
SpaceToBatchNdPaddingUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdPaddingUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:356
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:128
EqualSimpleUint8Test
LayerTestResult< uint8_t, 4 > EqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:404
DepthToSpaceTest2
LayerTestResult< T, 4 > DepthToSpaceTest2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: DepthToSpaceTestImpl.cpp:106
Concat4dDiffShapeDim1Test
LayerTestResult< float, 4 > Concat4dDiffShapeDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2314
PadFloat323dTest
LayerTestResult< float, 3 > PadFloat323dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:487
IgnorePaddingSimpleAveragePooling2dNoPaddingTest
LayerTestResult< float, 4 > IgnorePaddingSimpleAveragePooling2dNoPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1560
SqrtNNTest
LayerTestResult< float, 5 > SqrtNNTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:792
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:344
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:339
StridedSliceShrinkAxisMaskBitPosition0And3Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:915
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:440
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:1591
CompareConvolution2dTest
LayerTestResult< float, 4 > CompareConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: Conv2dTestImpl.cpp:3438
GreaterOrEqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:625
ConcatDifferentInputOutputQParamTest
LayerTestResult< T, 3 > ConcatDifferentInputOutputQParamTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:1916
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:218
IgnorePaddingAveragePooling2dSize3x2Stride2x2Test
IgnorePaddingAveragePooling2dSize3x2Stride2x2Test
Definition: NeonLayerTests.cpp:448
IgnorePaddingSimpleAveragePooling2dTest
LayerTestResult< float, 4 > IgnorePaddingSimpleAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1537
SimpleL2Pooling2dUint8Test
LayerTestResult< uint8_t, 4 > SimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1615
LessOrEqualBroadcast1dVectorUint8Test
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:824
StridedSliceShrinkAxisMaskBitPosition2Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:887
StridedSliceShrinkAxisMaskFloat32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:852
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:226
StridedSlice2dUint8Test
LayerTestResult< uint8_t, 2 > StridedSlice2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1078
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
ArgMinWidthTest
LayerTestResult< int32_t, 3 > ArgMinWidthTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:223
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:433
Concat4dDiffShapeDim3Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim3Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2907
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:2125
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:2799
PadUint84dTest
LayerTestResult< uint8_t, 4 > PadUint84dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:466
L2Normalization2dShapeTest
LayerTestResult< float, 2 > L2Normalization2dShapeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: L2NormalizationTestImpl.cpp:672
PreluTest
LayerTestResult< T, 4 > PreluTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PreluTestImpl.hpp:23
Concat4dDiffShapeDim0Test
LayerTestResult< float, 4 > Concat4dDiffShapeDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2307
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:448
Concat2dDim0Uint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2777
StackOutput5DFloat32Test
LayerTestResult< float, 5 > StackOutput5DFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StackTestImpl.cpp:539
ArgMaxSimpleTest
LayerTestResult< int32_t, 3 > ArgMaxSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ArgMinMaxTestImpl.cpp:64
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:1568
SpaceToDepthNchwQSymm16Test
LayerTestResult< int16_t, 4 > SpaceToDepthNchwQSymm16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:242
SpaceToDepthNhwcAsymmQ8Test
LayerTestResult< uint8_t, 4 > SpaceToDepthNhwcAsymmQ8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:157
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:559
Concat3dDim2Uint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim2Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2821
CopyViaSplitterFloat32Test
LayerTestResult< float, 3 > CopyViaSplitterFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SplitterTestImpl.cpp:353
PermuteValueSet2Test
LayerTestResult< T, 4 > PermuteValueSet2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PermuteTestImpl.hpp:157
ReLuUint8Test
LayerTestResult< uint8_t, 4 > ReLuUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:563
GreaterOrEqualSimpleTest
LayerTestResult< uint8_t, 4 > GreaterOrEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:537
ConstantLinearActivationTest
LayerTestResult< float, 4 > ConstantLinearActivationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:368
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:409
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:1236
Slice3dInt16Test
LayerTestResult< int16_t, 3 > Slice3dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:276
IgnorePaddingSimpleMaxPooling2dUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1441
StridedSliceShrinkAxisMaskUint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:985
SimpleReshapeTest
LayerTestResult< T, 4 > SimpleReshapeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ReshapeTestImpl.cpp:57
Concat4dDim3Uint8Test
LayerTestResult< uint8_t, 4 > Concat4dDim3Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2875
StridedSlice4dUint8Test
LayerTestResult< uint8_t, 4 > StridedSlice4dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:957
L2Pooling2dSize7Test
LayerTestResult< float, 4 > L2Pooling2dSize7Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1693
SpaceToBatchNdMultiBlockNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiBlockNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:377
Concat3dDim2DiffInputDimsUint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim2DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2845
SpaceToBatchNdMultiBlockUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiBlockUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:349
QuantizedLstmTest
LayerTestResult< uint8_t, 2 > QuantizedLstmTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2333
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:929
ResizeBilinearSqMinTest
LayerTestResult< T, 4 > ResizeBilinearSqMinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:215
L2NormalizationNonDefaultEpsilonTest
LayerTestResult< float, 4 > L2NormalizationNonDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:566
StridedTransposeConvolution2dTest
LayerTestResult< T, 4 > StridedTransposeConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: TransposeConvolution2dTestImpl.cpp:394
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:333
SpaceToBatchNdSimpleNhwcFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdSimpleNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:363
StridedSliceShrinkAxisMaskBitPosition0And1Float32Test
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:901
StridedSliceShrinkAxisMaskBitPosition1Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:880
QuantizeClampUint8Test
LayerTestResult< uint8_t, 4 > QuantizeClampUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: QuantizeTestImpl.cpp:135
GreaterSimpleTest
LayerTestResult< uint8_t, 4 > GreaterSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:438
SimpleSigmoidTest
LayerTestResult< float, 4 > SimpleSigmoidTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:499
StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1032
SimpleMaxPooling2dTest
LayerTestResult< float, 4 > SimpleMaxPooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: Pooling2dTestImpl.cpp:1411
AdditionBroadcast1ElementTest
LayerTestResult< float, 4 > AdditionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: AdditionTestImpl.cpp:346
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:603
L2Pooling2dSize3Stride3Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1659
NotEqualSimpleTest
LayerTestResult< uint8_t, 4 > NotEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:836
SimpleSoftmaxTest
LayerTestResult< float, 2 > SimpleSoftmaxTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:304
StridedSliceSimpleRangeMaskFloat32Test
LayerTestResult< float, 4 > StridedSliceSimpleRangeMaskFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:845
BoundedReLuUpperBoundOnlyTest
LayerTestResult< float, 4 > BoundedReLuUpperBoundOnlyTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:122
DequantizeSimpleInt16Test
LayerTestResult< float, 4 > DequantizeSimpleInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: DequantizeTestImpl.cpp:167
SimpleNormalizationWithinTest
LayerTestResult< float, 4 > SimpleNormalizationWithinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: NormalizationTestImpl.cpp:367
CompareDepthwiseConvolution2dUint8Test
LayerTestResult< uint8_t, 4 > CompareDepthwiseConvolution2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3688
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:300
Concat4dDim1Test
LayerTestResult< float, 4 > Concat4dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2285
TransposeValueSet3Test
LayerTestResult< T, 4 > TransposeValueSet3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: TransposeTestImpl.hpp:207
FullyConnectedFloat32Test
LayerTestResult< float, 2 > FullyConnectedFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, bool transposeWeights)
Definition: FullyConnectedTestImpl.cpp:247
BoundedReLuUint8UpperBoundOnlyTest
LayerTestResult< uint8_t, 4 > BoundedReLuUint8UpperBoundOnlyTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:153
LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2163
Slice2dUint8Test
LayerTestResult< uint8_t, 2 > Slice2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SliceTestImpl.cpp:257
armnn::NormalizationAlgorithmMethod::LocalBrightness
Krichevsky 2012: Local Brightness Normalization.
L2Pooling2dSize9Test
LayerTestResult< float, 4 > L2Pooling2dSize9Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1714
StridedSliceShrinkAxisMaskBitPosition3Uint8Test
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1024
Concat2dDim0DiffInputDimsTest
LayerTestResult< float, 2 > Concat2dDim0DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2218
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:106
SpaceToBatchNdMultiChannelsFloat32Test
LayerTestResult< float, 4 > SpaceToBatchNdMultiChannelsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:286
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:924
CompareBatchNormTest
LayerTestResult< float, 4 > CompareBatchNormTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: BatchNormalizationTestImpl.cpp:587
Concat3dDim0DiffInputDimsTest
LayerTestResult< float, 3 > Concat3dDim0DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2254
DepthToSpaceTest1
LayerTestResult< T, 4 > DepthToSpaceTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: DepthToSpaceTestImpl.cpp:77
L2Normalization3dTest
LayerTestResult< float, 4 > L2Normalization3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:731
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:2225
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:452
L2Pooling2dSize9Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize9Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1721
SimpleResizeNearestNeighborTest
LayerTestResult< T, 4 > SimpleResizeNearestNeighborTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout dataLayout)
Definition: ResizeTestImpl.cpp:370
Simple4dSoftmaxTest
LayerTestResult< float, 4 > Simple4dSoftmaxTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, float beta)
Definition: SoftmaxTestImpl.cpp:425
Concat3dDim1Test
LayerTestResult< float, 3 > Concat3dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2239
StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test
LayerTestResult< uint8_t, 1 > StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:1056
Concat2dDim0Test
LayerTestResult< float, 2 > Concat2dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2204
GreaterOrEqualBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:548
Reshape5dTest
LayerTestResult< T, 5 > Reshape5dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ReshapeTestImpl.cpp:109
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:1040
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:384
Concat3dDim1Uint8Test
LayerTestResult< uint8_t, 3 > Concat3dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp:2814
CompareSoftmaxUint8Test
LayerTestResult< uint8_t, 2 > CompareSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, float beta)
Definition: SoftmaxTestImpl.cpp:700
SqrtTest
LayerTestResult< float, 4 > SqrtTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:883
Concat4dDim3Test
LayerTestResult< float, 4 > Concat4dDim3Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:2299
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:322
SimpleSigmoidUint8Test
LayerTestResult< uint8_t, 4 > SimpleSigmoidUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ActivationTestImpl.cpp:506
LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: LstmTestImpl.cpp:2180
MeanMultipleDimsTest
LayerTestResult< T, 4 > MeanMultipleDimsTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:121
L2Normalization4dTest
LayerTestResult< float, 4 > L2Normalization4dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:776
InstanceNormFloat32Test2
LayerTestResult< float, 4 > InstanceNormFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::DataLayout dataLayout)
Definition: InstanceNormalizationTestImpl.cpp:253
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:385
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:238
StridedSlice2dReverseFloat32Test
LayerTestResult< float, 2 > StridedSlice2dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:950
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:360
BatchNormFloat32Test
LayerTestResult< float, 4 > BatchNormFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: BatchNormalizationTestImpl.cpp:207
StridedSliceShrinkAxisMaskBitPosition3Float32Test
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: StridedSliceTestImpl.cpp:894
SpaceToDepthNchwAsymmQ8Test
LayerTestResult< uint8_t, 4 > SpaceToDepthNchwAsymmQ8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToDepthTestImpl.cpp:166
SpaceToBatchNdSimpleUint8Test
LayerTestResult< uint8_t, 4 > SpaceToBatchNdSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: SpaceToBatchNdTestImpl.cpp:335
MaximumBroadcast1ElementUint8Test
LayerTestResult< uint8_t, 4 > MaximumBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MaximumTestImpl.cpp:252