ArmNN
 20.02
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(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
40 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
41 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
42 
43 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
44 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
45 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
46 
47 // Convolution
48 ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
49 
50 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
51 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
52 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
53 ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
54 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
55 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
56 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
57  SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
58 
59 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
60 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
61 
62 ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
63 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
64  Convolution2dAsymmetricPaddingTest,
65  DataLayout::NHWC)
66 
67 ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
68 
69 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
70  Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
71  false,
72  DataLayout::NCHW)
73 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
74  Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
75  false,
76  DataLayout::NHWC)
77 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
78  Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
79  false,
80  DataLayout::NCHW)
81 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
82  Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
83  false,
84  DataLayout::NHWC)
85 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
86  Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
87  false,
88  DataLayout::NCHW)
89 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
90  Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
91  false,
92  DataLayout::NHWC)
93 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
94  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
95  false,
96  DataLayout::NCHW)
97 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
98  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
99  false,
100  DataLayout::NHWC)
101 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
102  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
103  <DataType::Float32, DataType::Float32>,
104  false,
105  DataLayout::NCHW)
106 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
107  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
108  <DataType::Float32, DataType::Float32>,
109  false,
110  DataLayout::NHWC)
111 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
112  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
113  <DataType::QAsymmU8, DataType::Signed32>,
114  false,
115  DataLayout::NCHW)
116 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
117  Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
118  <DataType::QAsymmU8, DataType::Signed32>,
119  false,
120  DataLayout::NHWC)
121 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
122  DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
123  false,
124  armnn::DataLayout::NCHW)
125 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
126  DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
127  false,
128  armnn::DataLayout::NCHW)
129 
130 ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
131 ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
132 
133 // DepthToSpace
134 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
135 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
136 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
137 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
138 
139 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
140 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
141 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
142 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
143 
144 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
145 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
146 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
147 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
148 
149 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
150 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
151 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
152 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
153 
154 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
155 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
156 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
157 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
158 
159 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
160 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
161 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
162 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
163 
164 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
165 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
166 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
167 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
168 
169 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
170 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
171 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
172 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
173 
174 // Depthwise Convolution
175 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
176  DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
177 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
178  DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
179 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
180  DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
181 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
182  DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
183 
184 // NHWC Depthwise Convolution
185 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1NHhwc,
186  DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
187 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
188  DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
189 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
190  DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
191 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
192  DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
193 
194 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
195 ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
196  SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
197 
198 
199 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
200  DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
201 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
202  DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
203 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
204  DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
205 ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
206  DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
207 
208 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
209 
210 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
211  DataLayout::NCHW);
212 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
213  DataLayout::NHWC);
214 
215 namespace
216 {
217 
218 DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY,
219  uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0,
220  uint32_t padTop = 0, uint32_t padBottom = 0)
221 {
222  IgnoreUnused(depthMultiplier);
223 
224  DepthwiseConvolution2dDescriptor desc;
225 
226  desc.m_PadLeft = padLeft;
227  desc.m_PadRight = padRight;
228 
229  desc.m_PadTop = padTop;
230  desc.m_PadBottom = padBottom;
231  desc.m_StrideX = strideX;
232  desc.m_StrideY = strideY;
233  desc.m_BiasEnabled = false;
234 
235  return desc;
236 }
237 
238 TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo,
239  const TensorInfo& weightsInfo,
240  const DepthwiseConvolution2dDescriptor& descriptor,
241  DataType dataType)
242 {
243  const TensorShape& inputShape = inputInfo.GetShape();
244  const TensorShape& filterShape = weightsInfo.GetShape();
245 
246  unsigned int inWidth = inputShape[3];
247  unsigned int inHeight = inputShape[2];
248  unsigned int inBatchSize = inputShape[0];
249 
250  unsigned int filterWidth = filterShape[3];
251  unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth);
252  unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX);
253 
254  unsigned int filterHeight = filterShape[2];
255  unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight);
256  unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY);
257  unsigned int depthMultiplier = filterShape[0];
258 
259  unsigned int outChannels = filterShape[1] * depthMultiplier;
260  unsigned int outBatchSize = inBatchSize;
261 
262  TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth});
263  return TensorInfo(outputShape, dataType);
264 }
265 }
266 
267 BOOST_AUTO_TEST_CASE(DepthwiseConv2dUtils)
268 {
269  const DataType dataType = DataType::Float32;
270 
271  TensorInfo inputInfo({1, 1, 10, 10 }, dataType);
272  TensorInfo outputInfo;
273  TensorInfo weightsInfo3x3({ 1, 1, 3, 3 }, dataType);
274  TensorInfo biasesInfo;
275 
276  DepthwiseConvolution2dDescriptor descriptor;
277  NeonLayerSupport layerSupport;
278 
279  // Strides supported: 1,2,3
280  descriptor = MakeDepthwiseConv2dDesc(1, 1);
281  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
282  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
283  weightsInfo3x3, biasesInfo));
284 
285  descriptor = MakeDepthwiseConv2dDesc(1, 2);
286  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
287  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
288  weightsInfo3x3, biasesInfo));
289 
290  descriptor = MakeDepthwiseConv2dDesc(1, 3);
291  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
292  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
293  weightsInfo3x3, biasesInfo));
294 
295  descriptor = MakeDepthwiseConv2dDesc(2, 1);
296  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
297  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
298  weightsInfo3x3, biasesInfo));
299 
300  descriptor = MakeDepthwiseConv2dDesc(2, 2);
301  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
302  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
303  weightsInfo3x3, biasesInfo));
304 
305  descriptor = MakeDepthwiseConv2dDesc(2, 3);
306  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
307  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
308  weightsInfo3x3, biasesInfo));
309 
310  descriptor = MakeDepthwiseConv2dDesc(3, 1);
311  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
312  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
313  weightsInfo3x3, biasesInfo));
314 
315  descriptor = MakeDepthwiseConv2dDesc(3, 2);
316  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
317  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
318  weightsInfo3x3, biasesInfo));
319 
320  descriptor = MakeDepthwiseConv2dDesc(3, 3);
321  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
322  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
323  weightsInfo3x3, biasesInfo));
324 
325  // Supported stride 4
326  descriptor = MakeDepthwiseConv2dDesc(4, 1);
327  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
328  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
329  weightsInfo3x3, biasesInfo));
330 
331  // Supported weights shape 1x1
332  TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32);
333  descriptor = MakeDepthwiseConv2dDesc(1, 1);
334  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType);
335  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
336  weightsInfo1x1, biasesInfo));
337 
338  // Supported shape 2x2
339  TensorInfo weightsInfo2x2({ 1, 1, 2, 2 }, DataType::Float32);
340  descriptor = MakeDepthwiseConv2dDesc(1, 1);
341  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType);
342  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
343  weightsInfo2x2, biasesInfo));
344 
345  // Asymmetric padding
346  descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2);
347  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
348  BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
349  weightsInfo3x3, biasesInfo));
350 }
351 
352 // Dequantize
353 // Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled
354 ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
355 ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
356 ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
357 
358 // Pooling
359 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
360 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
361 
362 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
363 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
364 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
365 ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
366 
367 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
368 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW)
369 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
370 ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
371 
372 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
373 ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
374 
375 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
376 ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC)
377 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
378 
379 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
380 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
381 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
382 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
383 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
384 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
385 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
386 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
387 ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
388 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
389 
390 // Ignore padding values for pooling but count padding fields into the divisor
391 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
392 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
393 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
394 ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
395 
396 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
397 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
398 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
399 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
400  IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
401 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
402 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
403 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
404  IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
405 ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
406  IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
407  true)
408 
409 ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
410 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
411 ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
412 ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
413 
414 // Activation
415 ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
416 
417 // Sigmoid Activation / Logistic
418 ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
419 ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
420 
421 // BoundedReLU Activation
422 ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
423 ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
424 ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
425 ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
426 
427 // ReLU Activation
428 ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
429 ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
430 
431 // SoftReLU Activation
432 ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
433 
434 // LeakyReLU Activation
435 ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
436 
437 // Abs Activation
438 ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
439 
440 // Sqrt Activation
441 ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
442 ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
443 
444 // Square Activation
445 ARMNN_AUTO_TEST_CASE(Square, SquareTest)
446 
447 // Tanh Activation
448 ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
449 
450 // Elu Activation
451 ARMNN_AUTO_TEST_CASE(Elu, EluTest)
452 
453 // Softmax
454 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
455 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
456 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
457 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
458 
459 ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1, Simple3dSoftmaxTest, 1.0f)
460 ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1Uint8, Simple3dSoftmaxUint8Test, 1.0f)
461 
462 ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1, Simple4dSoftmaxTest, 1.0f)
463 ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1Uint8, Simple4dSoftmaxUint8Test, 1.0f)
464 
465 // Space To Batch Nd
466 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
467 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
468 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
469 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
470 
471 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
472 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
473 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
474 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
475 
476 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
477 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
478 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
479 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
480 
481 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
482 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
483 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
484 ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
485 
486 // SpaceToDepth
487 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
488 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
489 
490 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
491 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
492 
493 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
494 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
495 
496 ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
497 ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
498 
499 // Splitter
500 ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
501 ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
502 
503 ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
504 ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
505 
506 // Concat
507 ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
508 ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
509 ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
510  ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
511 
512 // Fully Connected
513 ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
514 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
515 ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
516 ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
517 ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
518 ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
519 ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
520 
521 // Add
522 ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
523 ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
524 ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
525 ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
526 
527 // Sub
528 ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
529 ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
530 ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
531 ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
532 ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
533 ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
534 
535 // Div
536 ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
537 ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
538 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
539 ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
540 
541 // Mul
542 ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
543 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
544 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
545 ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
546 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
547 ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
548 ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
549 
550 // Batch Norm
551 ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
552 ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
553 
554 // InstanceNormalization
555 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
556 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
557 
558 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
559 ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
560 
561 // Constant
562 ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
563 ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
564 
565 // Concat
566 ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
567 ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
568 
569 ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
570 ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
571 ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
572 ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
573 
574 ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
575 ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
576 ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
577 ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
578 
579 ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
580 ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
581 ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
582 ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
583 ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
584 ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
585 
586 ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
587 ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
588 ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
589 ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
590 ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
591 ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
592 
593 ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
594 ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
595 ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
596 ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
597 ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
598 ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
599 
600 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
601 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
602 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
603 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
604 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
605 ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
606 
607 // L2 Normalization
608 ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
609 ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
610 ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
611 ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
612 
613 ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
614 ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
615 ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
616 ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
617 
618 ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
619 
620 ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
621 ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
622 
623 // Floor
624 ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
625 
626 // Greater
627 ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
628 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
629 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
630 
631 ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
632 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
633 ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
634 
635 // Reshape
636 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
637 ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
638 ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
639 
640 // Pad
641 ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
642 ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
643 ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
644 ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
645 
646 ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
647 ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
648 ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
649 ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
650 
651 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
652 ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
653 ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
654 ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
655 
656 // Permute
657 ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
658 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
659 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
660 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
661 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
662 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
663 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
664 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
665 
666 // Lstm
667 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
668  LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
669 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
670  LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
671 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
672  LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
673 ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
674  LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
675 
676 ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
677 
678 // Mean
679 ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
680 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
681 ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
682 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
683 ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
684 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
685 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
686 
687 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
688 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
689 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
690 ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
691 ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
692 ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
693 ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
694 
695 // Max
696 ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
697 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
698 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
699 ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
700 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
701 ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
702 
703 // Min
704 ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
705 ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
706 ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
707 
708 // Normalization
709 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
710 ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
711 ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
712 
713 // Resize Bilinear - NCHW data layout
714 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
715 ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
716 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
717 ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
718 ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
719 
720 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
721  SimpleResizeBilinearTest<DataType::QAsymmU8>,
722  DataLayout::NCHW)
723 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
724  ResizeBilinearNopTest<DataType::QAsymmU8>,
725  DataLayout::NCHW)
726 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
727  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
728  DataLayout::NCHW)
729 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
730  ResizeBilinearMinTest<DataType::QAsymmU8>,
731  DataLayout::NCHW)
732 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
733  ResizeBilinearMagTest<DataType::QAsymmU8>,
734  DataLayout::NCHW)
735 
736 // Resize Bilinear - NHWC data layout
737 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
738  ResizeBilinearNopTest<DataType::Float32>,
739  DataLayout::NHWC)
740 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
741  SimpleResizeBilinearTest<DataType::Float32>,
742  DataLayout::NHWC)
743 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
744  ResizeBilinearSqMinTest<DataType::Float32>,
745  DataLayout::NHWC)
746 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
747  ResizeBilinearMinTest<DataType::Float32>,
748  DataLayout::NHWC)
749 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
750  ResizeBilinearMagTest<DataType::Float32>,
751  DataLayout::NHWC)
752 
753 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
754  ResizeBilinearNopTest<DataType::QAsymmU8>,
755  DataLayout::NHWC)
756 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
757  SimpleResizeBilinearTest<DataType::QAsymmU8>,
758  DataLayout::NHWC)
759 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
760  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
761  DataLayout::NHWC)
762 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
763  ResizeBilinearMinTest<DataType::QAsymmU8>,
764  DataLayout::NHWC)
765 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
766  ResizeBilinearMagTest<DataType::QAsymmU8>,
767  DataLayout::NHWC)
768 
769 // Resize NearestNeighbor - NCHW
770 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
771  SimpleResizeNearestNeighborTest<DataType::Float32>,
772  DataLayout::NCHW)
773 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
774  ResizeNearestNeighborNopTest<DataType::Float32>,
775  DataLayout::NCHW)
776 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
777  ResizeNearestNeighborSqMinTest<DataType::Float32>,
778  DataLayout::NCHW)
779 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
780  ResizeNearestNeighborMinTest<DataType::Float32>,
781  DataLayout::NCHW)
782 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
783  ResizeNearestNeighborMagTest<DataType::Float32>,
784  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
785 
786 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
787  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
788  DataLayout::NCHW)
789 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
790  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
791  DataLayout::NCHW)
792 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
793  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
794  DataLayout::NCHW)
795 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
796  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
797  DataLayout::NCHW)
798 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
799  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
800  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
801 
802 // Resize NearestNeighbor - NHWC
803 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
804  ResizeNearestNeighborNopTest<DataType::Float32>,
805  DataLayout::NHWC)
806 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
807  SimpleResizeNearestNeighborTest<DataType::Float32>,
808  DataLayout::NHWC)
809 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
810  ResizeNearestNeighborSqMinTest<DataType::Float32>,
811  DataLayout::NHWC)
812 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
813  ResizeNearestNeighborMinTest<DataType::Float32>,
814  DataLayout::NHWC)
815 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
816  ResizeNearestNeighborMagTest<DataType::Float32>,
817  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
818 
819 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
820  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
821  DataLayout::NHWC)
822 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
823  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
824  DataLayout::NHWC)
825 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
826  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
827  DataLayout::NHWC)
828 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
829  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
830  DataLayout::NHWC)
831 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
832  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
833  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
834 
835 // Slice
836 ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
837 ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
838 ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
839 ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
840 ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
841 ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
842 ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
843 ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
844 ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
845 ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
846 ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
847 ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
848 
849 // Strided Slice
850 ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
851 ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
852 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
853 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
854 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
855 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
856 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
857  StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
858 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
859 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
860 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
861 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
862 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
863  StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
864 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
865  StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
866 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
867  StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
868 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
869  StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
870 ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
871 ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
872 ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
873 ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
874 
875 ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
876 ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
877 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
878 ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
879 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
880 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
881  StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
882 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
883 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
884 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
885 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
886 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
887  StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
888 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
889  StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
890 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
891  StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
892 ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
893  StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
894 ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
895 ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
896 ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
897 ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
898 
899 // Quantize
900 ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
901 ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
902 
903 // PReLU
904 ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
905 ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>)
906 
907 // Stack
908 ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
909 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
910 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
911 ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
912 ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
913 ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
914 
915 // Transpose
916 ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
917 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
918 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
919 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
920 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
921 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
922 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
923 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
924 ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
925 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
926 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
927 ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
928 
929 // TransposeConvolution2d
930 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
931  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
932  true,
933  DataLayout::NCHW)
934 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
935  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
936  true,
937  DataLayout::NHWC)
938 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
939  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
940  true,
941  DataLayout::NCHW)
942 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
943  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
944  true,
945  DataLayout::NHWC)
946 
947 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
948  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
949  false,
950  DataLayout::NCHW)
951 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
952  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
953  true,
954  DataLayout::NHWC)
955 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
956  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
957  true,
958  DataLayout::NCHW)
959 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
960  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
961  true,
962  DataLayout::NHWC)
963 
964 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
965  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
966  true,
967  DataLayout::NCHW)
968 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
969  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
970  true,
971  DataLayout::NHWC)
972 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
973  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
974  true,
975  DataLayout::NCHW)
976 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
977  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
978  true,
979  DataLayout::NHWC)
980 
981 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
982  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
983  false,
984  DataLayout::NCHW)
985 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
986  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
987  true,
988  DataLayout::NHWC)
989 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
990  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
991  true,
992  DataLayout::NCHW)
993 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
994  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
995  true,
996  DataLayout::NHWC)
997 
998 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
999  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1000  true,
1001  DataLayout::NCHW)
1002 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1003  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1004  true,
1005  DataLayout::NHWC)
1006 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
1007  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1008  true,
1009  DataLayout::NCHW)
1010 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
1011  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1012  true,
1013  DataLayout::NHWC)
1014 
1015 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1016  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1017  false,
1018  DataLayout::NCHW)
1019 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1020  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1021  true,
1022  DataLayout::NHWC)
1023 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1024  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1025  true,
1026  DataLayout::NCHW)
1027 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1028  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1029  true,
1030  DataLayout::NHWC)
1031 
1032 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1033  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1034  DataLayout::NCHW)
1035 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1036  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1037  DataLayout::NHWC)
1038 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
1039  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1040  DataLayout::NCHW)
1041 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
1042  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1043  DataLayout::NHWC)
1044 
1045 // Abs
1046 ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1047 ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1048 
1049 ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
1050 
1051 // Rsqrt
1052 ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1053 ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1054 ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1055 ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
1056 
1057 // ArgMinMax
1058 ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1059 ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1060 ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
1061 ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
1062 ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
1063 ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
1064 
1065 ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1066 ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1067 ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1068 ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
1069 ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
1070 ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
1071 
1072 #if defined(ARMNNREF_ENABLED)
1073 
1074 // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
1075 // if the reference backend is not built
1076 
1077 // ============================================================================
1078 // COMPARE tests
1079 
1080 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
1081 
1082 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
1083  CompareDepthwiseConvolution2dFloatTest,
1084  DataLayout::NCHW)
1085 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
1086  CompareDepthwiseConvolution2dUint8Test,
1087  DataLayout::NCHW)
1088 
1089 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
1090  CompareDepthwiseConvolution2dFloatTest,
1091  DataLayout::NHWC)
1092 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
1093  CompareDepthwiseConvolution2dUint8Test,
1094  DataLayout::NHWC)
1095 
1096 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
1097  NormalizationAlgorithmChannel::Within,
1098  NormalizationAlgorithmMethod::LocalBrightness)
1099 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
1100  NormalizationAlgorithmChannel::Across,
1101  NormalizationAlgorithmMethod::LocalBrightness)
1102 
1103 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max)
1104 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1105  PoolingAlgorithm::Max)
1106 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReference, ComparePooling2dTest,
1107  PoolingAlgorithm::Average)
1108 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1109  PoolingAlgorithm::Average)
1110 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2)
1111 ARMNN_COMPARE_REF_AUTO_TEST_CASE(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1112  PoolingAlgorithm::L2)
1113 
1114 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
1115 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
1116 
1117 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
1118 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
1119 
1120 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
1121 
1122 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithReference, CompareMultiplicationTest)
1123 
1124 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
1125 
1126 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
1127 ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
1128 
1129 // ============================================================================
1130 // FIXTURE tests
1131 
1132 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
1133  CompareActivationTest, ActivationFunction::Sigmoid, 5u)
1134 
1135 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
1136  CompareActivationTest, ActivationFunction::TanH, 5u)
1137 
1138 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
1139  CompareActivationTest, ActivationFunction::Linear, 5u)
1140 
1141 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
1142  CompareActivationTest, ActivationFunction::ReLu, 5u)
1143 
1144 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
1145  CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
1146 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
1147  CompareActivationUint8Test, ActivationFunction::BoundedReLu)
1148 
1149 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
1150  CompareActivationTest, ActivationFunction::SoftReLu, 1u)
1151 
1152 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
1153  CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
1154 
1155 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
1156  CompareActivationTest, ActivationFunction::Abs, 5u)
1157 
1158 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
1159  CompareActivationTest, ActivationFunction::Sqrt, 5u)
1160 
1161 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
1162  CompareActivationTest, ActivationFunction::Square, 5u)
1163 
1164 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareEluActivationWithReference, ActivationFixture,
1165  CompareActivationTest, ActivationFunction::Elu, 5u)
1166 
1167 #endif
1168 
1169 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
DepthwiseConvolution2dDepthMul64Test
DataLayout::NCHW DataLayout::NCHW DataLayout::NHWC DataLayout::NHWC DataLayout::NCHW DataLayout::NHWC DepthwiseConvolution2dDepthMul64Test
Definition: NeonLayerTests.cpp:208
CompareDepthwiseConvolution2dFloatTest
LayerTestResult< float, 4 > CompareDepthwiseConvolution2dFloatTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:3424
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
armnn::DepthwiseConvolution2dDescriptor::m_BiasEnabled
bool m_BiasEnabled
Enable/disable bias.
Definition: Descriptors.hpp:490
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:2966
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:182
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
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:480
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:3316
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:3074
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:105
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:64
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:1904
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:461
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:474
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:3025
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
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
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:200
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:505
MeanVts2Test
LayerTestResult< T, 3 > MeanVts2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: MeanTestImpl.hpp:152
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
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
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:527
ConstantUint8SimpleQuantizationScaleNoOffsetTest
LayerTestResult< uint8_t, 4 > ConstantUint8SimpleQuantizationScaleNoOffsetTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConstantTestImpl.cpp:139
IgnorePaddingSimpleL2Pooling2dUint8Test
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1741
PadUint83dTest
LayerTestResult< uint8_t, 3 > PadUint83dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: PadTestImpl.cpp:459
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
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
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
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:3284
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
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
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
DepthwiseConvolution2dDepthNhwcTest
LayerTestResult< float, 4 > DepthwiseConvolution2dDepthNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled)
Definition: Conv2dTestImpl.cpp:3203
Convolution2d3x3Dilation3x3Test
LayerTestResult< T, 4 > Convolution2d3x3Dilation3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool biasEnabled, const armnn::DataLayout layout)
Definition: Conv2dTestImpl.cpp:1083
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
L2NormalizationDefaultEpsilonTest
LayerTestResult< float, 4 > L2NormalizationDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::DataLayout layout)
Definition: L2NormalizationTestImpl.cpp:547
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
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:1210
CompareAdditionTest
LayerTestResult< float, 4 > CompareAdditionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory)
Definition: AdditionTestImpl.cpp:561
TensorHelpers.hpp
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:482
false
DataLayout::NHWC false
Definition: NeonLayerTests.cpp:74
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:478
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
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
true
DataLayout::NCHW DataLayout::NCHW DataLayout::NHWC DataLayout::NHWC true
Definition: NeonLayerTests.cpp:200
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:2600
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
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
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:516
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
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
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:2986
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:170
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
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 Convolution2dPerAxisQuantTest
Definition: RefLayerTests.cpp:172
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:1139
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:3184
ConcatDifferentInputOutputQParamTest
LayerTestResult< T, 3 > ConcatDifferentInputOutputQParamTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, bool useSubtensor)
Definition: ConcatTestImpl.cpp:1916
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:404
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
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:178
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:1888
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:2996
GreaterBroadcast1ElementTest
LayerTestResult< uint8_t, 4 > GreaterBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ComparisonTestImpl.cpp:450
Concat2dDim0Uint8Test
LayerTestResult< uint8_t, 2 > Concat2dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: ConcatTestImpl.cpp: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:484
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
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
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:2096
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:312
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:440
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
L2Pooling2dSize3Stride3Uint8Test
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Definition: Pooling2dTestImpl.cpp:1659
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:3434
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:1926
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:99
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
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
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:2508
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:1943
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:444
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:476
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