Gitiles
Code Review Sign In
review.mlplatform.org / ml / armnn / c9cc80455ff29fd2c8622c9487ec9c57ade6ea30 / . / src / backends / cl / test / ClLayerTests.cpp
blob: 102ebbdf6ff995748e266c8a1b2a2232b3aa0354 [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]1//
2// Copyright © 2017 Arm Ltd. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +0100[diff] [blame]3// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]4//
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]5
6#include "ClContextControlFixture.hpp"
7
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]8#include "test/TensorHelpers.hpp"
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]9#include "test/UnitTests.hpp"
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]10
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame^]11#include <backendsCommon/CpuTensorHandle.hpp>
12#include <cl/ClLayerSupport.hpp>
13#include <cl/ClWorkloadFactory.hpp>
14#include <cl/workloads/ClWorkloadUtils.hpp>
15#include <reference/RefWorkloadFactory.hpp>
16#include <backendsCommon/test/ActivationFixture.hpp>
17#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]18
19#include <arm_compute/core/CL/CLKernelLibrary.h>
20#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]21
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]22#include <boost/test/unit_test.hpp>
23
24#include <iostream>
25#include <string>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]26
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]27BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]28using FactoryType = armnn::ClWorkloadFactory;
29
30// ============================================================================
31// UNIT tests
32
33// Activation
34ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
35
36ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
37ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
38ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
39ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
40
41ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
42ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
43
44// Fully Connected
45ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
46ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
47ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Matthew Benthamab8cdc12018-09-17 11:17:41 +0100[diff] [blame]48ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedUint8Test, false)
49ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedUint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]50
51ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
52ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
53
54// Convolution
55ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
56
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]57ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW)
58ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC)
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]59ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW)
60ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]61ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW)
62ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC)
63
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]64ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW)
65ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW)
66
67ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]68
Francis Murtaghd59116e2018-10-04 16:03:07 +0100[diff] [blame]69ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
70
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]71// Depthwise Convolution
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]72ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
73 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW)
74ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
75 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW)
76ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
77 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW)
78ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
79 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW)
80
81// NHWC Depthwise Convolution
82ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
83 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC)
84ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
85 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC)
86ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
87 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC)
88ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
89 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC)
90
91
Nikhil Rajcec6b652018-10-12 13:51:57 +0100[diff] [blame]92ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]93
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]94ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
95 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW)
96ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
97 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW)
98ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
99 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC)
100ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
101 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]102
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]103// Softmax
104BOOST_AUTO_TEST_CASE(Softmax4dSupport)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]105{
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]106 const unsigned int numDimensions = 4u;
107 std::array<unsigned int, numDimensions> dimensionSizes;
108 dimensionSizes.fill(1u);
109
110 const armnn::TensorInfo inputInfo(numDimensions, &dimensionSizes.front(), armnn::DataType::Float32);
111 const armnn::TensorInfo outputInfo(numDimensions, &dimensionSizes.front(), armnn::DataType::Float32);
112
113 // 4D Softmax should be reported as unsupported on the CL backend
Aron Virginas-Tarbcf9f162018-10-15 11:47:37 +0100[diff] [blame]114 armnn::ClLayerSupport layerSupport;
115 BOOST_TEST(!layerSupport.IsSoftmaxSupported(inputInfo, outputInfo, armnn::SoftmaxDescriptor()));
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]116}
117
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]118// Splitter
119ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
120ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]121
122ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
123ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
124
125// Merger
126ARMNN_AUTO_TEST_CASE(SimpleMerger, MergerTest)
127ARMNN_AUTO_TEST_CASE(MergerUint8, MergerUint8Test)
128
narpra0155a97bc2018-10-02 14:35:53 +0100[diff] [blame]129// Normalization
130ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
131ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
132ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
133
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]134// Pooling
135ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
136ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
137
138ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
139ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
140ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
141ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
142
143ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
144ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
145ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
146ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]147 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]148ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
149ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
150
151ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
152ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
153ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
154ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
155
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]156ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW)
157ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC)
158ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW)
159ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC)
160
161ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW)
162ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC)
163ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW)
164ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC)
165
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]166ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
167 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
168 false)
169ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
170 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
171 true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]172ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
173ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
174
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]175ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW)
176ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC)
177ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW)
178
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]179ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
180ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
181ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
182ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
183ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
184ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
185ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
186ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
187ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
188ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
189
190// Add
191ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
192ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]193ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
194
195ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
196ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
197ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
198
199// Sub
200ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
201
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]202// Div
203ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beckbc392452018-09-10 14:47:28 +0100[diff] [blame]204ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]205ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
206ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100[diff] [blame]207// NOTE: quantized division is not supported by CL and not required by the
208// android NN api
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]209
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]210// Mul
211ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]212ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
213ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Benthame2ec3302018-10-01 11:32:48 +0100[diff] [blame]214ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
215ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
216ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]217
218// Batch Norm
219ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Nikhil Rajd1340932018-10-18 14:27:50 +0100[diff] [blame]220ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]221
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]222// L2 Normalization
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]223ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest)
224ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest)
225ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest)
226ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest)
227
Matteo Martincighb63973e2018-10-16 16:23:33 +0100[diff] [blame]228ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dNhwcTest)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]229ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dNhwcTest)
230ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dNhwcTest)
231ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dNhwcTest)
232
James Conroy074f3712018-10-03 09:32:03 +0100[diff] [blame]233// Resize Bilinear - NCHW data layout
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]234ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest, armnn::DataLayout::NCHW)
235ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest, armnn::DataLayout::NCHW)
236ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest, armnn::DataLayout::NCHW)
237ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest, armnn::DataLayout::NCHW)
238ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]239
James Conroy074f3712018-10-03 09:32:03 +0100[diff] [blame]240// Resize Bilinear - NHWC data layout
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]241ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, ResizeBilinearNopTest, armnn::DataLayout::NHWC)
242ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, SimpleResizeBilinearTest, armnn::DataLayout::NHWC)
243ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinTest, armnn::DataLayout::NHWC)
244ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, ResizeBilinearMinTest, armnn::DataLayout::NHWC)
245ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, ResizeBilinearMagTest, armnn::DataLayout::NHWC)
James Conroy074f3712018-10-03 09:32:03 +0100[diff] [blame]246
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]247// Constant
248ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
249ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantTestUint8)
250
251// Concat
252ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
253ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
254
255ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
256ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
257ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
258ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
259
260ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
261ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
262ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
263ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
264
265ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
266ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
267ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
268ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
269ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test)
270ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test)
271
272ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
273ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
274ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
275ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
276ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest)
277ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test)
278
279// Floor
280ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest)
281
282// Reshape
283ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeFloat32Test)
284ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeUint8Test)
285
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]286// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]287ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
288ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
289ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]290
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]291// Permute
292ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test)
293ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]294ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test)
295ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test)
296ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]297
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]298// Lstm
299ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]300 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]301ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
302 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
303ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]304 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]305
306// Convert from Float16 to Float32
307ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
308// Convert from Float32 to Float16
309ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
310
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100[diff] [blame]311ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
312
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]313// Mean
314ARMNN_AUTO_TEST_CASE(MeanUint8Simple, MeanUint8SimpleTest)
315ARMNN_AUTO_TEST_CASE(MeanUint8SimpleAxis, MeanUint8SimpleAxisTest)
316ARMNN_AUTO_TEST_CASE(MeanUint8KeepDims, MeanUint8KeepDimsTest)
317ARMNN_AUTO_TEST_CASE(MeanUint8MultipleDims, MeanUint8MultipleDimsTest)
318ARMNN_AUTO_TEST_CASE(MeanVtsUint8, MeanVtsUint8Test)
319
320ARMNN_AUTO_TEST_CASE(MeanFloatSimple, MeanFloatSimpleTest)
321ARMNN_AUTO_TEST_CASE(MeanFloatSimpleAxis, MeanFloatSimpleAxisTest)
322ARMNN_AUTO_TEST_CASE(MeanFloatKeepDims, MeanFloatKeepDimsTest)
323ARMNN_AUTO_TEST_CASE(MeanFloatMultipleDims, MeanFloatMultipleDimsTest)
324ARMNN_AUTO_TEST_CASE(MeanVtsFloat1, MeanVtsFloat1Test)
325ARMNN_AUTO_TEST_CASE(MeanVtsFloat2, MeanVtsFloat2Test)
326ARMNN_AUTO_TEST_CASE(MeanVtsFloat3, MeanVtsFloat3Test)
327
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]328// ============================================================================
329// COMPARE tests
330
331ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
332
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]333ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
334 CompareDepthwiseConvolution2dTest<float>,
335 armnn::DataLayout::NCHW)
336ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
337 CompareDepthwiseConvolution2dTest<uint8_t>,
338 armnn::DataLayout::NCHW)
339
340ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
341 CompareDepthwiseConvolution2dTest<float>,
342 armnn::DataLayout::NHWC)
343ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
344 CompareDepthwiseConvolution2dTest<uint8_t>,
345 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]346
347ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
348 armnn::NormalizationAlgorithmChannel::Within,
349 armnn::NormalizationAlgorithmMethod::LocalBrightness)
350ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
351 armnn::NormalizationAlgorithmChannel::Across,
352 armnn::NormalizationAlgorithmMethod::LocalBrightness)
353
354ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
355ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
356ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
357
358ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max)
359
360ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average)
361ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
362 armnn::PoolingAlgorithm::Average)
363
364ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2)
365
366ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
367
368ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
369
370ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
371
372ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
373ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
374
375// ============================================================================
376// FIXTURE tests
377
378ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
379 CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u)
380
381ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
382 CompareActivationTest, armnn::ActivationFunction::TanH, 5u)
383
384ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
385 CompareActivationTest, armnn::ActivationFunction::Linear, 5u)
386
387ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
388 CompareActivationTest, armnn::ActivationFunction::ReLu, 5u)
389
390ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
391 CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u)
392ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
393 CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu)
394
395ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
396 CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u)
397
398ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
399 CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u)
400
401ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
402 CompareActivationTest, armnn::ActivationFunction::Abs, 5u)
403
404ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
405 CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u)
406
407ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
408 CompareActivationTest, armnn::ActivationFunction::Square, 5u)
409
410BOOST_AUTO_TEST_SUITE_END()