telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 2 | // Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 5 | |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 6 | #include <CreateWorkload.hpp> |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 7 | |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 8 | #include <armnn/utility/PolymorphicDowncast.hpp> |
Matthew Bentham | 4cefc41 | 2019-06-18 16:14:34 +0100 | [diff] [blame] | 9 | #include <reference/RefTensorHandle.hpp> |
Teresa Charlin | 788e2a6 | 2022-01-17 21:19:52 +0000 | [diff] [blame] | 10 | #include <reference/RefTensorHandleFactory.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <reference/RefWorkloadFactory.hpp> |
| 12 | #include <reference/workloads/RefWorkloads.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 14 | #include <doctest/doctest.h> |
| 15 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 16 | namespace |
| 17 | { |
| 18 | |
| 19 | template<typename Workload> |
| 20 | void CheckInputOutput(std::unique_ptr<Workload> workload, const TensorInfo& inputInfo, const TensorInfo& outputInfo) |
| 21 | { |
| 22 | auto queueDescriptor = workload->GetData(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 23 | auto inputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[0]); |
| 24 | auto outputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 25 | CHECK((inputHandle->GetTensorInfo() == inputInfo)); |
| 26 | CHECK((outputHandle->GetTensorInfo() == outputInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | } |
| 28 | |
| 29 | template <typename Workload> |
| 30 | void CheckInputsOutput(std::unique_ptr<Workload> workload, |
| 31 | const TensorInfo& inputInfo0, |
| 32 | const TensorInfo& inputInfo1, |
| 33 | const TensorInfo& outputInfo) |
| 34 | { |
| 35 | auto queueDescriptor = workload->GetData(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 36 | auto inputHandle0 = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[0]); |
| 37 | auto inputHandle1 = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[1]); |
| 38 | auto outputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 39 | CHECK((inputHandle0->GetTensorInfo() == inputInfo0)); |
| 40 | CHECK((inputHandle1->GetTensorInfo() == inputInfo1)); |
| 41 | CHECK((outputHandle->GetTensorInfo() == outputInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 42 | } |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 43 | |
| 44 | armnn::RefWorkloadFactory GetFactory() |
| 45 | { |
| 46 | std::shared_ptr<RefMemoryManager> memoryManager = std::make_shared<RefMemoryManager>(); |
| 47 | return RefWorkloadFactory(memoryManager); |
| 48 | } |
| 49 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | } |
| 51 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 52 | TEST_SUITE("CreateWorkloadRef") |
| 53 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 54 | template <typename ActivationWorkloadType, armnn::DataType DataType> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 55 | static void RefCreateActivationWorkloadTest() |
| 56 | { |
| 57 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 58 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 59 | auto workload = CreateActivationWorkloadTest<ActivationWorkloadType, DataType>(factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 60 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 61 | // Checks that outputs are as we expect them (see definition of CreateActivationWorkloadTest). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 62 | CheckInputOutput(std::move(workload), |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 63 | TensorInfo({ 1, 1 }, DataType), |
| 64 | TensorInfo({ 1, 1 }, DataType)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 65 | } |
| 66 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 67 | TEST_CASE("CreateActivationFloat32Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 68 | { |
Nattapat Chaimanowong | ae2c5f0 | 2019-04-24 16:19:57 +0100 | [diff] [blame] | 69 | RefCreateActivationWorkloadTest<RefActivationWorkload, armnn::DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 70 | } |
| 71 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 72 | TEST_CASE("CreateActivationUint8Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 73 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 74 | RefCreateActivationWorkloadTest<RefActivationWorkload, armnn::DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 75 | } |
| 76 | |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 77 | template <typename WorkloadType, |
| 78 | typename DescriptorType, |
| 79 | typename LayerType, |
| 80 | armnn::DataType DataType> |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 81 | static void RefCreateElementwiseWorkloadTest() |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 82 | { |
| 83 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 84 | RefWorkloadFactory factory = GetFactory(); |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 85 | auto workload = CreateElementwiseWorkloadTest<WorkloadType, DescriptorType, LayerType, DataType>( |
| 86 | factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 87 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 88 | CheckInputsOutput(std::move(workload), |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 89 | TensorInfo({ 2, 3 }, DataType), |
| 90 | TensorInfo({ 2, 3 }, DataType), |
| 91 | TensorInfo({ 2, 3 }, DataType)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 92 | } |
| 93 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 94 | TEST_CASE("CreateSubtractionWorkloadWithBlobTest") |
Keith Davis | df04d23 | 2020-10-23 17:20:05 +0100 | [diff] [blame] | 95 | { |
| 96 | Graph graph; |
| 97 | RefWorkloadFactory factory = GetFactory(); |
| 98 | armnn::DataType DataType = armnn::DataType::Float32; |
| 99 | |
| 100 | auto workload = CreateSubtractionWithBlobWorkloadTest<RefSubtractionWorkload<>, |
| 101 | SubtractionQueueDescriptor, |
| 102 | armnn::DataType::Float32> |
| 103 | (factory, graph); |
| 104 | |
| 105 | CheckInputsOutput(std::move(workload), |
| 106 | TensorInfo({ 2, 3 }, DataType), |
| 107 | TensorInfo({ 2, 3 }, DataType), |
| 108 | TensorInfo({ 2, 3 }, DataType)); |
| 109 | } |
| 110 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 111 | TEST_CASE("CreateAdditionWorkloadWithBlobTest") |
Keith Davis | df04d23 | 2020-10-23 17:20:05 +0100 | [diff] [blame] | 112 | { |
| 113 | Graph graph; |
| 114 | RefWorkloadFactory factory = GetFactory(); |
| 115 | armnn::DataType DataType = armnn::DataType::Float32; |
| 116 | |
| 117 | auto workload = CreateAdditionWithBlobWorkloadTest<RefAdditionWorkload<>, |
| 118 | AdditionQueueDescriptor, |
| 119 | armnn::DataType::Float32>(factory, graph); |
| 120 | |
| 121 | CheckInputsOutput(std::move(workload), |
| 122 | TensorInfo({ 2, 3 }, DataType), |
| 123 | TensorInfo({ 2, 3 }, DataType), |
| 124 | TensorInfo({ 2, 3 }, DataType)); |
| 125 | } |
| 126 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 127 | TEST_CASE("CreateMultiplicationWorkloadWithBlobTest") |
Keith Davis | df04d23 | 2020-10-23 17:20:05 +0100 | [diff] [blame] | 128 | { |
| 129 | Graph graph; |
| 130 | RefWorkloadFactory factory = GetFactory(); |
| 131 | armnn::DataType DataType = armnn::DataType::Float32; |
| 132 | |
| 133 | auto workload = CreateMultiplicationWithBlobWorkloadTest<RefMultiplicationWorkload<>, |
| 134 | MultiplicationQueueDescriptor, |
| 135 | armnn::DataType::Float32>(factory, graph); |
| 136 | |
| 137 | CheckInputsOutput(std::move(workload), |
| 138 | TensorInfo({2, 3}, DataType), |
| 139 | TensorInfo({2, 3}, DataType), |
| 140 | TensorInfo({2, 3}, DataType)); |
| 141 | } |
| 142 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 143 | TEST_CASE("CreateAdditionFloatWorkload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 144 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 145 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 146 | RefCreateElementwiseWorkloadTest<RefAdditionWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 147 | AdditionQueueDescriptor, |
| 148 | AdditionLayer, |
| 149 | armnn::DataType::Float32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 150 | ARMNN_NO_DEPRECATE_WARN_END |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 151 | } |
| 152 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 153 | TEST_CASE("CreateAdditionUint8Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 154 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 155 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 156 | RefCreateElementwiseWorkloadTest<RefAdditionWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 157 | AdditionQueueDescriptor, |
| 158 | AdditionLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 159 | armnn::DataType::QAsymmU8>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 160 | ARMNN_NO_DEPRECATE_WARN_END |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 161 | } |
| 162 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 163 | TEST_CASE("CreateAdditionInt16Workload") |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 164 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 165 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 166 | RefCreateElementwiseWorkloadTest<RefAdditionWorkload<>, |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 167 | AdditionQueueDescriptor, |
| 168 | AdditionLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 169 | armnn::DataType::QSymmS16>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 170 | ARMNN_NO_DEPRECATE_WARN_END |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 171 | } |
| 172 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 173 | TEST_CASE("CreateAdditionInt32Workload") |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 174 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 175 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 176 | RefCreateElementwiseWorkloadTest<RefAdditionWorkload<int32_t>, |
| 177 | AdditionQueueDescriptor, |
| 178 | AdditionLayer, |
| 179 | armnn::DataType::Signed32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 180 | ARMNN_NO_DEPRECATE_WARN_END |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 181 | } |
| 182 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 183 | TEST_CASE("CreateSubtractionFloat32Workload") |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 184 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 185 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 186 | RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 187 | SubtractionQueueDescriptor, |
| 188 | SubtractionLayer, |
| 189 | armnn::DataType::Float32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 190 | ARMNN_NO_DEPRECATE_WARN_END |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 191 | } |
| 192 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 193 | TEST_CASE("CreateSubtractionFloat16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 194 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 195 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 196 | RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 197 | SubtractionQueueDescriptor, |
| 198 | SubtractionLayer, |
| 199 | armnn::DataType::Float16>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 200 | ARMNN_NO_DEPRECATE_WARN_END |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 201 | } |
| 202 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 203 | TEST_CASE("CreateSubtractionUint8Workload") |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 204 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 205 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 206 | RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 207 | SubtractionQueueDescriptor, |
| 208 | SubtractionLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 209 | armnn::DataType::QAsymmU8>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 210 | ARMNN_NO_DEPRECATE_WARN_END |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 211 | } |
| 212 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 213 | TEST_CASE("CreateSubtractionInt16Workload") |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 214 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 215 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 216 | RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>, |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 217 | SubtractionQueueDescriptor, |
| 218 | SubtractionLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 219 | armnn::DataType::QSymmS16>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 220 | ARMNN_NO_DEPRECATE_WARN_END |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 221 | } |
| 222 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 223 | TEST_CASE("CreateSubtractionInt32Workload") |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 224 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 225 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 226 | RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<int32_t>, |
| 227 | SubtractionQueueDescriptor, |
| 228 | SubtractionLayer, |
| 229 | armnn::DataType::Signed32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 230 | ARMNN_NO_DEPRECATE_WARN_END |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 231 | } |
| 232 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 233 | TEST_CASE("CreateMultiplicationFloatWorkload") |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 234 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 235 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 236 | RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 237 | MultiplicationQueueDescriptor, |
| 238 | MultiplicationLayer, |
| 239 | armnn::DataType::Float32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 240 | ARMNN_NO_DEPRECATE_WARN_END |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 241 | } |
| 242 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 243 | TEST_CASE("CreateMultiplicationUint8Workload") |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 244 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 245 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 246 | RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 247 | MultiplicationQueueDescriptor, |
| 248 | MultiplicationLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 249 | armnn::DataType::QAsymmU8>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 250 | ARMNN_NO_DEPRECATE_WARN_END |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 251 | } |
| 252 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 253 | TEST_CASE("CreateMultiplicationInt16Workload") |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 254 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 255 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 256 | RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<>, |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 257 | MultiplicationQueueDescriptor, |
| 258 | MultiplicationLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 259 | armnn::DataType::QSymmS16>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 260 | ARMNN_NO_DEPRECATE_WARN_END |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 261 | } |
| 262 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 263 | TEST_CASE("CreateMultiplicationInt32Workload") |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 264 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 265 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 266 | RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<int32_t>, |
| 267 | MultiplicationQueueDescriptor, |
| 268 | MultiplicationLayer, |
| 269 | armnn::DataType::Signed32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 270 | ARMNN_NO_DEPRECATE_WARN_END |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 271 | } |
| 272 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 273 | TEST_CASE("CreateDivisionFloat32Workload") |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 274 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 275 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 276 | RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 277 | DivisionQueueDescriptor, |
| 278 | DivisionLayer, |
| 279 | armnn::DataType::Float32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 280 | ARMNN_NO_DEPRECATE_WARN_END |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 281 | } |
| 282 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 283 | TEST_CASE("CreateDivisionFloat16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 284 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 285 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 286 | RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 287 | DivisionQueueDescriptor, |
| 288 | DivisionLayer, |
| 289 | armnn::DataType::Float16>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 290 | ARMNN_NO_DEPRECATE_WARN_END |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 291 | } |
| 292 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 293 | TEST_CASE("CreateDivisionUint8Workload") |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 294 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 295 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 296 | RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>, |
Éanna Ó Catháin | d57415d | 2018-11-28 16:24:38 +0000 | [diff] [blame] | 297 | DivisionQueueDescriptor, |
| 298 | DivisionLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 299 | armnn::DataType::QAsymmU8>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 300 | ARMNN_NO_DEPRECATE_WARN_END |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 301 | } |
| 302 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 303 | TEST_CASE("CreateDivisionInt16Workload") |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 304 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 305 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 306 | RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>, |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 307 | DivisionQueueDescriptor, |
| 308 | DivisionLayer, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 309 | armnn::DataType::QSymmS16>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 310 | ARMNN_NO_DEPRECATE_WARN_END |
Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 311 | } |
| 312 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 313 | TEST_CASE("CreateDivisionInt32Workload") |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 314 | { |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 315 | ARMNN_NO_DEPRECATE_WARN_BEGIN |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 316 | RefCreateElementwiseWorkloadTest<RefDivisionWorkload<int32_t>, |
| 317 | DivisionQueueDescriptor, |
| 318 | DivisionLayer, |
| 319 | armnn::DataType::Signed32>(); |
Mike Kelly | 52e90bf | 2023-03-15 15:06:23 +0000 | [diff] [blame] | 320 | ARMNN_NO_DEPRECATE_WARN_END |
Finn Williams | cbd2c23 | 2020-06-22 15:58:32 +0100 | [diff] [blame] | 321 | } |
| 322 | |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 323 | template <typename BatchNormalizationWorkloadType, armnn::DataType DataType> |
| 324 | static void RefCreateBatchNormalizationWorkloadTest(DataLayout dataLayout) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 325 | { |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 326 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 327 | RefWorkloadFactory factory = GetFactory(); |
Matteo Martincigh | 3122bd5 | 2019-06-03 16:54:25 +0100 | [diff] [blame] | 328 | auto workload = CreateBatchNormalizationWorkloadTest<BatchNormalizationWorkloadType, DataType>(factory, |
| 329 | graph, |
| 330 | dataLayout); |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 331 | |
| 332 | TensorShape inputShape; |
| 333 | TensorShape outputShape; |
| 334 | |
| 335 | switch (dataLayout) |
| 336 | { |
| 337 | case DataLayout::NHWC: |
Nikhil Raj | d134093 | 2018-10-18 14:27:50 +0100 | [diff] [blame] | 338 | inputShape = { 2, 4, 4, 3 }; |
| 339 | outputShape = { 2, 4, 4, 3 }; |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 340 | break; |
| 341 | case DataLayout::NCHW: |
| 342 | default: |
Nikhil Raj | d134093 | 2018-10-18 14:27:50 +0100 | [diff] [blame] | 343 | inputShape = { 2, 3, 4, 4 }; |
| 344 | outputShape = { 2, 3, 4, 4 }; |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 345 | break; |
| 346 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 347 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 348 | // Checks that outputs and inputs are as we expect them (see definition of CreateBatchNormalizationWorkloadTest). |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 349 | CheckInputOutput(std::move(workload), TensorInfo(inputShape, DataType), TensorInfo(outputShape, DataType)); |
| 350 | } |
| 351 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 352 | TEST_CASE("CreateBatchNormalizationWithBlobFloat32Workload") |
Keith Davis | df04d23 | 2020-10-23 17:20:05 +0100 | [diff] [blame] | 353 | { |
| 354 | Graph graph; |
| 355 | RefWorkloadFactory factory = GetFactory(); |
| 356 | auto dataType = armnn::DataType::Float32; |
| 357 | auto workload = CreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, |
| 358 | armnn::DataType::Float32>(factory, graph, DataLayout::NHWC); |
| 359 | |
| 360 | TensorShape inputShape; |
| 361 | TensorShape outputShape; |
| 362 | |
| 363 | inputShape = { 2, 4, 4, 3 }; |
| 364 | outputShape = { 2, 4, 4, 3 }; |
| 365 | |
| 366 | // Checks that outputs and inputs are as we expect them (see definition of CreateBatchNormalizationWorkloadTest). |
| 367 | CheckInputOutput(std::move(workload), TensorInfo(inputShape, dataType), TensorInfo(outputShape, dataType)); |
| 368 | } |
| 369 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 370 | TEST_CASE("CreateBatchNormalizationFloat32Workload") |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 371 | { |
Matteo Martincigh | 3122bd5 | 2019-06-03 16:54:25 +0100 | [diff] [blame] | 372 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload,armnn::DataType::Float32> |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 373 | (DataLayout::NCHW); |
| 374 | } |
| 375 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 376 | TEST_CASE("CreateBatchNormalizationFloat32WorkloadNhwc") |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 377 | { |
Matteo Martincigh | 3122bd5 | 2019-06-03 16:54:25 +0100 | [diff] [blame] | 378 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, armnn::DataType::Float32> |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 379 | (DataLayout::NHWC); |
| 380 | } |
| 381 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 382 | TEST_CASE("CreateBatchNormalizationFloat16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 383 | { |
| 384 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload,armnn::DataType::Float16> |
| 385 | (DataLayout::NCHW); |
| 386 | } |
| 387 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 388 | TEST_CASE("CreateBatchNormalizationFloat16WorkloadNhwc") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 389 | { |
| 390 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, armnn::DataType::Float16> |
| 391 | (DataLayout::NHWC); |
| 392 | } |
| 393 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 394 | TEST_CASE("CreateBatchNormalizationUint8Workload") |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 395 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 396 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, armnn::DataType::QAsymmU8> |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 397 | (DataLayout::NCHW); |
| 398 | } |
| 399 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 400 | TEST_CASE("CreateBatchNormalizationUint8WorkloadNhwc") |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 401 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 402 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, armnn::DataType::QAsymmU8> |
Matteo Martincigh | 3dc4303 | 2018-10-18 10:55:19 +0100 | [diff] [blame] | 403 | (DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 404 | } |
| 405 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 406 | TEST_CASE("CreateBatchNormalizationInt16Workload") |
Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 407 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 408 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, armnn::DataType::QSymmS16> |
Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 409 | (DataLayout::NCHW); |
| 410 | } |
| 411 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 412 | TEST_CASE("CreateBatchNormalizationInt16WorkloadNhwc") |
Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 413 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 414 | RefCreateBatchNormalizationWorkloadTest<RefBatchNormalizationWorkload, armnn::DataType::QSymmS16> |
Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 415 | (DataLayout::NHWC); |
| 416 | } |
| 417 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 418 | TEST_CASE("CreateConvertFp16ToFp32Float32Workload") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 419 | { |
| 420 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 421 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 422 | auto workload = CreateConvertFp16ToFp32WorkloadTest<RefConvertFp16ToFp32Workload>(factory, graph); |
| 423 | |
| 424 | // Checks that outputs and inputs are as we expect them |
| 425 | CheckInputOutput( |
| 426 | std::move(workload), TensorInfo({1, 3, 2, 3}, DataType::Float16), TensorInfo({1, 3, 2, 3}, DataType::Float32)); |
| 427 | } |
| 428 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 429 | TEST_CASE("CreateConvertFp32ToFp16Float16Workload") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 430 | { |
| 431 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 432 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 433 | auto workload = CreateConvertFp32ToFp16WorkloadTest<RefConvertFp32ToFp16Workload>(factory, graph); |
| 434 | |
| 435 | // Checks that outputs and inputs are as we expect them |
| 436 | CheckInputOutput( |
| 437 | std::move(workload), TensorInfo({1, 3, 2, 3}, DataType::Float32), TensorInfo({1, 3, 2, 3}, DataType::Float16)); |
| 438 | } |
| 439 | |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 440 | static void RefCreateConvolution2dWorkloadTest(DataLayout dataLayout = DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 441 | { |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 442 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 443 | RefWorkloadFactory factory = GetFactory(); |
Mike Kelly | 9b39832 | 2019-05-22 17:21:49 +0100 | [diff] [blame] | 444 | auto workload = CreateConvolution2dWorkloadTest<RefConvolution2dWorkload, DataType::Float32> |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 445 | (factory, graph, dataLayout); |
| 446 | |
Mike Kelly | db48288 | 2019-06-14 12:35:24 +0100 | [diff] [blame] | 447 | TensorShape inputShape = (dataLayout == DataLayout::NCHW) ? std::initializer_list<unsigned int>({2, 3, 8, 16}) |
| 448 | : std::initializer_list<unsigned int>({2, 8, 16, 3}); |
| 449 | TensorShape outputShape = (dataLayout == DataLayout::NCHW) ? std::initializer_list<unsigned int>({2, 2, 2, 10}) |
| 450 | : std::initializer_list<unsigned int>({2, 2, 10, 2}); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 451 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 452 | // Checks that outputs and inputs are as we expect them (see definition of CreateConvolution2dWorkloadTest). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 453 | CheckInputOutput(std::move(workload), |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 454 | TensorInfo(inputShape, DataType::Float32), |
| 455 | TensorInfo(outputShape, DataType::Float32)); |
| 456 | } |
| 457 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 458 | TEST_CASE("CreateConvolution2dFloatNchwWorkload") |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 459 | { |
| 460 | RefCreateConvolution2dWorkloadTest(DataLayout::NCHW); |
| 461 | } |
| 462 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 463 | TEST_CASE("CreateConvolution2dFloatNhwcWorkload") |
Nikhil Raj | e4dfd6e | 2018-10-18 10:11:04 +0100 | [diff] [blame] | 464 | { |
| 465 | RefCreateConvolution2dWorkloadTest(DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 466 | } |
| 467 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 468 | TEST_CASE("CreateConvolution2dWithBlobWorkload") |
Keith Davis | df04d23 | 2020-10-23 17:20:05 +0100 | [diff] [blame] | 469 | { |
| 470 | DataLayout dataLayout = DataLayout::NHWC; |
| 471 | Graph graph; |
| 472 | RefWorkloadFactory factory = GetFactory(); |
| 473 | auto workload = CreateConvolution2dFusedActivationWithBlobWorkloadTest<RefConvolution2dWorkload, DataType::Float32> |
| 474 | (factory, graph, dataLayout); |
| 475 | |
| 476 | TensorShape inputShape = (dataLayout == DataLayout::NCHW) ? std::initializer_list<unsigned int>({2, 3, 8, 16}) |
| 477 | : std::initializer_list<unsigned int>({2, 8, 16, 3}); |
| 478 | TensorShape outputShape = (dataLayout == DataLayout::NCHW) ? std::initializer_list<unsigned int>({2, 2, 2, 10}) |
| 479 | : std::initializer_list<unsigned int>({2, 2, 10, 2}); |
| 480 | |
| 481 | // Checks that outputs and inputs are as we expect them (see definition of CreateConvolution2dWorkloadTest). |
| 482 | CheckInputOutput(std::move(workload), |
| 483 | TensorInfo(inputShape, DataType::Float32), |
| 484 | TensorInfo(outputShape, DataType::Float32)); |
| 485 | } |
| 486 | |
Ruomei Yan | 495852f | 2019-05-23 11:37:33 +0100 | [diff] [blame] | 487 | static void RefCreateDepthwiseConvolutionWorkloadTest(DataLayout dataLayout) |
| 488 | { |
| 489 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 490 | RefWorkloadFactory factory = GetFactory(); |
Ruomei Yan | 495852f | 2019-05-23 11:37:33 +0100 | [diff] [blame] | 491 | auto workload = CreateDepthwiseConvolution2dWorkloadTest<RefDepthwiseConvolution2dWorkload, DataType::Float32> |
| 492 | (factory, graph, dataLayout); |
| 493 | |
Mike Kelly | db48288 | 2019-06-14 12:35:24 +0100 | [diff] [blame] | 494 | TensorShape inputShape = (dataLayout == DataLayout::NCHW) ? std::initializer_list<unsigned int>({ 2, 2, 5, 5 }) |
| 495 | : std::initializer_list<unsigned int>({ 2, 5, 5, 2 }); |
| 496 | TensorShape outputShape = (dataLayout == DataLayout::NCHW) ? std::initializer_list<unsigned int>({ 2, 2, 5, 5 }) |
| 497 | : std::initializer_list<unsigned int>({ 2, 5, 5, 2 }); |
| 498 | |
Ruomei Yan | 495852f | 2019-05-23 11:37:33 +0100 | [diff] [blame] | 499 | // Checks that inputs/outputs are as we expect them (see definition of CreateDepthwiseConvolution2dWorkloadTest). |
| 500 | CheckInputOutput(std::move(workload), |
| 501 | TensorInfo(inputShape, DataType::Float32), |
| 502 | TensorInfo(outputShape, DataType::Float32)); |
| 503 | } |
| 504 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 505 | TEST_CASE("CreateDepthwiseConvolutionFloat32NhwcWorkload") |
Ruomei Yan | 495852f | 2019-05-23 11:37:33 +0100 | [diff] [blame] | 506 | { |
| 507 | RefCreateDepthwiseConvolutionWorkloadTest(DataLayout::NHWC); |
| 508 | } |
| 509 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 510 | TEST_CASE("RefCreateFullyConnectedWithBlobWorkloadTest") |
Keith Davis | df04d23 | 2020-10-23 17:20:05 +0100 | [diff] [blame] | 511 | { |
| 512 | Graph graph; |
| 513 | RefWorkloadFactory factory = GetFactory(); |
| 514 | auto workload = CreateFullyConnectedWithBlobWorkloadTest<RefFullyConnectedWorkload, |
| 515 | armnn::DataType::Float32>(factory, graph); |
| 516 | |
| 517 | // Checks that outputs and inputs are as we expect them (see definition of CreateFullyConnectedWorkloadTest). |
| 518 | float inputsQScale = 0.0f; |
| 519 | float outputQScale = 0.0f; |
| 520 | CheckInputOutput(std::move(workload), |
| 521 | TensorInfo({ 3, 1, 4, 5 }, armnn::DataType::Float32, inputsQScale), |
| 522 | TensorInfo({ 3, 7 }, armnn::DataType::Float32, outputQScale)); |
| 523 | } |
| 524 | |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 525 | TEST_CASE("CreateFullyConnectedWorkloadWeightsBiasesAsInputsFloat32") |
| 526 | { |
| 527 | Graph graph; |
| 528 | RefWorkloadFactory factory = GetFactory(); |
| 529 | |
| 530 | auto workload = |
| 531 | CreateFullyConnectedWorkloadWeightsBiasesAsInputsTest<RefFullyConnectedWorkload, |
| 532 | armnn::DataType::Float32>(factory, graph); |
| 533 | |
| 534 | // Checks that outputs and inputs are as we expect them (see definition of CreateFullyConnectedWorkloadTest). |
| 535 | float inputsQScale = 0.0f; |
| 536 | float outputQScale = 0.0f; |
| 537 | CheckInputsOutput(std::move(workload), |
| 538 | TensorInfo({ 3, 1, 4, 5 }, armnn::DataType::Float32, inputsQScale), |
| 539 | TensorInfo({ 7, 20 }, armnn::DataType::Float32, inputsQScale), |
| 540 | TensorInfo({ 3, 7 }, armnn::DataType::Float32, outputQScale)); |
| 541 | } |
| 542 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 543 | template <typename FullyConnectedWorkloadType, armnn::DataType DataType> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 544 | static void RefCreateFullyConnectedWorkloadTest() |
| 545 | { |
| 546 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 547 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 548 | auto workload = CreateFullyConnectedWorkloadTest<FullyConnectedWorkloadType, DataType>(factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 549 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 550 | // Checks that outputs and inputs are as we expect them (see definition of CreateFullyConnectedWorkloadTest). |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 551 | float inputsQScale = DataType == armnn::DataType::QAsymmU8 ? 1.0f : 0.0; |
| 552 | float outputQScale = DataType == armnn::DataType::QAsymmU8 ? 2.0f : 0.0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 553 | CheckInputOutput(std::move(workload), |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 554 | TensorInfo({ 3, 1, 4, 5 }, DataType, inputsQScale), |
| 555 | TensorInfo({ 3, 7 }, DataType, outputQScale)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 556 | } |
| 557 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 558 | TEST_CASE("CreateFullyConnectedWorkloadFloat32") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 559 | { |
Francis Murtagh | 43aec58 | 2019-05-27 12:14:10 +0100 | [diff] [blame] | 560 | RefCreateFullyConnectedWorkloadTest<RefFullyConnectedWorkload, armnn::DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 561 | } |
| 562 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 563 | TEST_CASE("CreateFullyConnectedWorkloadQuantisedAsymm8") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 564 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 565 | RefCreateFullyConnectedWorkloadTest<RefFullyConnectedWorkload, armnn::DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 566 | } |
| 567 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 568 | TEST_CASE("CreateFullyConnectedWorkloadQuantisedSymm16") |
Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 569 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 570 | RefCreateFullyConnectedWorkloadTest<RefFullyConnectedWorkload, armnn::DataType::QSymmS16>(); |
Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 571 | } |
| 572 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 573 | template <typename NormalizationWorkloadType, armnn::DataType DataType> |
Matteo Martincigh | a160b24 | 2018-10-18 10:33:23 +0100 | [diff] [blame] | 574 | static void RefCreateNormalizationWorkloadTest(DataLayout dataLayout) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 575 | { |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 576 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 577 | RefWorkloadFactory factory = GetFactory(); |
Matteo Martincigh | a160b24 | 2018-10-18 10:33:23 +0100 | [diff] [blame] | 578 | auto workload = CreateNormalizationWorkloadTest<NormalizationWorkloadType, DataType>(factory, graph, dataLayout); |
| 579 | |
| 580 | TensorShape inputShape; |
| 581 | TensorShape outputShape; |
| 582 | |
| 583 | switch (dataLayout) |
| 584 | { |
| 585 | case DataLayout::NHWC: |
| 586 | inputShape = { 3, 1, 5, 5 }; |
| 587 | outputShape = { 3, 1, 5, 5 }; |
| 588 | break; |
| 589 | case DataLayout::NCHW: |
| 590 | default: |
| 591 | inputShape = { 3, 5, 5, 1 }; |
| 592 | outputShape = { 3, 5, 5, 1 }; |
| 593 | break; |
| 594 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 595 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 596 | // Checks that outputs and inputs are as we expect them (see definition of CreateNormalizationWorkloadTest). |
Matteo Martincigh | a160b24 | 2018-10-18 10:33:23 +0100 | [diff] [blame] | 597 | CheckInputOutput(std::move(workload), TensorInfo(inputShape, DataType), TensorInfo(outputShape, DataType)); |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 598 | } |
| 599 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 600 | TEST_CASE("CreateRefNormalizationFloat32NchwWorkload") |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 601 | { |
Matteo Martincigh | 2fc70c5 | 2019-06-05 14:12:48 +0100 | [diff] [blame] | 602 | RefCreateNormalizationWorkloadTest<RefNormalizationWorkload, armnn::DataType::Float32>(DataLayout::NCHW); |
Matteo Martincigh | a160b24 | 2018-10-18 10:33:23 +0100 | [diff] [blame] | 603 | } |
| 604 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 605 | TEST_CASE("CreateRefNormalizationFloat32NhwcWorkload") |
Matteo Martincigh | a160b24 | 2018-10-18 10:33:23 +0100 | [diff] [blame] | 606 | { |
Matteo Martincigh | 2fc70c5 | 2019-06-05 14:12:48 +0100 | [diff] [blame] | 607 | RefCreateNormalizationWorkloadTest<RefNormalizationWorkload, armnn::DataType::Float32>(DataLayout::NHWC); |
| 608 | } |
| 609 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 610 | TEST_CASE("CreateRefNormalizationUint8NchwWorkload") |
Matteo Martincigh | 2fc70c5 | 2019-06-05 14:12:48 +0100 | [diff] [blame] | 611 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 612 | RefCreateNormalizationWorkloadTest<RefNormalizationWorkload, armnn::DataType::QAsymmU8>(DataLayout::NCHW); |
Matteo Martincigh | 2fc70c5 | 2019-06-05 14:12:48 +0100 | [diff] [blame] | 613 | } |
| 614 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 615 | TEST_CASE("CreateRefNormalizationUint8NhwcWorkload") |
Matteo Martincigh | 2fc70c5 | 2019-06-05 14:12:48 +0100 | [diff] [blame] | 616 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 617 | RefCreateNormalizationWorkloadTest<RefNormalizationWorkload, armnn::DataType::QAsymmU8>(DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 618 | } |
| 619 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 620 | TEST_CASE("CreateRefNormalizationInt16NchwWorkload") |
Matteo Martincigh | 6aeb771 | 2019-06-05 17:23:29 +0100 | [diff] [blame] | 621 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 622 | RefCreateNormalizationWorkloadTest<RefNormalizationWorkload, armnn::DataType::QSymmS16>(DataLayout::NCHW); |
Matteo Martincigh | 6aeb771 | 2019-06-05 17:23:29 +0100 | [diff] [blame] | 623 | } |
| 624 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 625 | TEST_CASE("CreateRefNormalizationInt16NhwcWorkload") |
Matteo Martincigh | 6aeb771 | 2019-06-05 17:23:29 +0100 | [diff] [blame] | 626 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 627 | RefCreateNormalizationWorkloadTest<RefNormalizationWorkload, armnn::DataType::QSymmS16>(DataLayout::NHWC); |
Matteo Martincigh | 6aeb771 | 2019-06-05 17:23:29 +0100 | [diff] [blame] | 628 | } |
| 629 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 630 | template <typename Pooling2dWorkloadType, armnn::DataType DataType> |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 631 | static void RefCreatePooling2dWorkloadTest(DataLayout dataLayout) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 632 | { |
| 633 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 634 | RefWorkloadFactory factory = GetFactory(); |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 635 | auto workload = CreatePooling2dWorkloadTest<Pooling2dWorkloadType, DataType>(factory, graph, dataLayout); |
| 636 | |
| 637 | TensorShape inputShape; |
| 638 | TensorShape outputShape; |
| 639 | |
| 640 | switch (dataLayout) |
| 641 | { |
| 642 | case DataLayout::NHWC: |
| 643 | inputShape = { 3, 5, 5, 2 }; |
| 644 | outputShape = { 3, 2, 4, 2 }; |
| 645 | break; |
| 646 | case DataLayout::NCHW: |
| 647 | default: |
| 648 | inputShape = { 3, 2, 5, 5 }; |
| 649 | outputShape = { 3, 2, 2, 4 }; |
| 650 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 651 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 652 | // Checks that outputs and inputs are as we expect them (see definition of CreatePooling2dWorkloadTest). |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 653 | CheckInputOutput(std::move(workload), |
| 654 | TensorInfo(inputShape, DataType), |
| 655 | TensorInfo(outputShape, DataType)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 656 | } |
| 657 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 658 | TEST_CASE("CreatePooling2dFloat32Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 659 | { |
Teresa Charlin | a3b2047 | 2019-06-06 11:12:32 +0100 | [diff] [blame] | 660 | RefCreatePooling2dWorkloadTest<RefPooling2dWorkload, armnn::DataType::Float32>(DataLayout::NCHW); |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 661 | } |
| 662 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 663 | TEST_CASE("CreatePooling2dFloat32NhwcWorkload") |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 664 | { |
Teresa Charlin | a3b2047 | 2019-06-06 11:12:32 +0100 | [diff] [blame] | 665 | RefCreatePooling2dWorkloadTest<RefPooling2dWorkload, armnn::DataType::Float32>(DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 666 | } |
| 667 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 668 | TEST_CASE("CreatePooling2dUint8Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 669 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 670 | RefCreatePooling2dWorkloadTest<RefPooling2dWorkload, armnn::DataType::QAsymmU8>(DataLayout::NCHW); |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 671 | } |
| 672 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 673 | TEST_CASE("CreatePooling2dUint8NhwcWorkload") |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 674 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 675 | RefCreatePooling2dWorkloadTest<RefPooling2dWorkload, armnn::DataType::QAsymmU8>(DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 676 | } |
| 677 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 678 | TEST_CASE("CreatePooling2dInt16Workload") |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 679 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 680 | RefCreatePooling2dWorkloadTest<RefPooling2dWorkload, armnn::DataType::QSymmS16>(DataLayout::NCHW); |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 681 | } |
| 682 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 683 | TEST_CASE("CreatePooling2dInt16NhwcWorkload") |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 684 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 685 | RefCreatePooling2dWorkloadTest<RefPooling2dWorkload, armnn::DataType::QSymmS16>(DataLayout::NHWC); |
Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 686 | } |
| 687 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 688 | template <typename SoftmaxWorkloadType, armnn::DataType DataType> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 689 | static void RefCreateSoftmaxWorkloadTest() |
| 690 | { |
| 691 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 692 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 693 | auto workload = CreateSoftmaxWorkloadTest<SoftmaxWorkloadType, DataType>(factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 694 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 695 | // Checks that outputs and inputs are as we expect them (see definition of CreateSoftmaxWorkloadTest). |
Sadik Armagan | be88a57 | 2020-04-30 11:39:37 +0100 | [diff] [blame] | 696 | |
| 697 | armnn::TensorInfo tensorInfo({4, 1}, DataType); |
| 698 | if (DataType == armnn::DataType::QAsymmU8) |
| 699 | { |
| 700 | tensorInfo.SetQuantizationOffset(0); |
| 701 | tensorInfo.SetQuantizationScale(1.f / 256); |
| 702 | } |
| 703 | else if (DataType == armnn::DataType::QAsymmS8) |
| 704 | { |
| 705 | tensorInfo.SetQuantizationOffset(-128); |
| 706 | tensorInfo.SetQuantizationScale(1.f / 256); |
| 707 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 708 | CheckInputOutput( |
| 709 | std::move(workload), |
Sadik Armagan | be88a57 | 2020-04-30 11:39:37 +0100 | [diff] [blame] | 710 | tensorInfo, |
| 711 | tensorInfo); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 712 | } |
| 713 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 714 | TEST_CASE("CreateSoftmaxFloat32Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 715 | { |
nikraj01 | a121de3 | 2019-05-29 10:51:05 +0100 | [diff] [blame] | 716 | RefCreateSoftmaxWorkloadTest<RefSoftmaxWorkload, armnn::DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 717 | } |
| 718 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 719 | TEST_CASE("CreateSoftmaxFloat16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 720 | { |
| 721 | RefCreateSoftmaxWorkloadTest<RefSoftmaxWorkload, armnn::DataType::Float16>(); |
| 722 | } |
| 723 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 724 | TEST_CASE("CreateSoftmaxQuantisedAsymm8Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 725 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 726 | RefCreateSoftmaxWorkloadTest<RefSoftmaxWorkload, armnn::DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 727 | } |
| 728 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 729 | TEST_CASE("CreateSoftmaxQuantisedSymm16Workload") |
nikraj01 | 248683f | 2019-05-29 16:46:50 +0100 | [diff] [blame] | 730 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 731 | RefCreateSoftmaxWorkloadTest<RefSoftmaxWorkload, armnn::DataType::QSymmS16>(); |
nikraj01 | 248683f | 2019-05-29 16:46:50 +0100 | [diff] [blame] | 732 | } |
| 733 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 734 | template <typename SplitterWorkloadType, armnn::DataType DataType> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 735 | static void RefCreateSplitterWorkloadTest() |
| 736 | { |
| 737 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 738 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 739 | auto workload = CreateSplitterWorkloadTest<SplitterWorkloadType, DataType>(factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 740 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 741 | // Checks that outputs are as we expect them (see definition of CreateSplitterWorkloadTest). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 742 | SplitterQueueDescriptor queueDescriptor = workload->GetData(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 743 | auto inputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 744 | CHECK((inputHandle->GetTensorInfo() == TensorInfo({ 5, 7, 7 }, DataType))); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 745 | |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 746 | auto outputHandle0 = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 747 | CHECK((outputHandle0->GetTensorInfo() == TensorInfo({ 1, 7, 7 }, DataType))); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 748 | |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 749 | auto outputHandle1 = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[1]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 750 | CHECK((outputHandle1->GetTensorInfo() == TensorInfo({ 2, 7, 7 }, DataType))); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 751 | |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 752 | auto outputHandle2 = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[2]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 753 | CHECK((outputHandle2->GetTensorInfo() == TensorInfo({ 2, 7, 7 }, DataType))); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 754 | } |
| 755 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 756 | TEST_CASE("CreateSplitterFloat32Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 757 | { |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 758 | RefCreateSplitterWorkloadTest<RefSplitterWorkload, armnn::DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 759 | } |
| 760 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 761 | TEST_CASE("CreateSplitterFloat16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 762 | { |
| 763 | RefCreateSplitterWorkloadTest<RefSplitterWorkload, armnn::DataType::Float16>(); |
| 764 | } |
| 765 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 766 | TEST_CASE("CreateSplitterUint8Workload") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 767 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 768 | RefCreateSplitterWorkloadTest<RefSplitterWorkload, armnn::DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 769 | } |
| 770 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 771 | template <typename SplitterWorkloadType, typename ConcatWorkloadType, armnn::DataType DataType> |
| 772 | static void RefCreateSplitterConcatWorkloadTest() |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 773 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 774 | // Tests that it is possible to decide which output of the splitter layer |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 775 | // should be lined to which input of the concat layer. |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 776 | // We tested that is is possible to specify 0th output |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 777 | // of the splitter to be the 1st input to the concat and the 1st output of the splitter to be 0th input |
| 778 | // of the concat. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 779 | |
| 780 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 781 | RefWorkloadFactory factory = GetFactory(); |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 782 | auto workloads = CreateSplitterConcatWorkloadTest<SplitterWorkloadType, ConcatWorkloadType, DataType> |
| 783 | (factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 784 | |
| 785 | auto wlSplitter = std::move(workloads.first); |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 786 | auto wlConcat = std::move(workloads.second); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 787 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 788 | //Checks that the index of inputs/outputs matches what we declared on InputDescriptor construction. |
Matthew Bentham | 4cefc41 | 2019-06-18 16:14:34 +0100 | [diff] [blame] | 789 | armnn::RefTensorHandle* sOut0 = dynamic_cast<armnn::RefTensorHandle*>(wlSplitter->GetData().m_Outputs[0]); |
| 790 | armnn::RefTensorHandle* sOut1 = dynamic_cast<armnn::RefTensorHandle*>(wlSplitter->GetData().m_Outputs[1]); |
| 791 | armnn::RefTensorHandle* mIn0 = dynamic_cast<armnn::RefTensorHandle*>(wlConcat->GetData().m_Inputs[0]); |
| 792 | armnn::RefTensorHandle* mIn1 = dynamic_cast<armnn::RefTensorHandle*>(wlConcat->GetData().m_Inputs[1]); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 793 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 794 | CHECK(sOut0); |
| 795 | CHECK(sOut1); |
| 796 | CHECK(mIn0); |
| 797 | CHECK(mIn1); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 798 | |
| 799 | bool validDataPointers = (sOut0 == mIn1) && (sOut1 == mIn0); |
| 800 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 801 | CHECK(validDataPointers); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 802 | } |
| 803 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 804 | TEST_CASE("CreateSplitterConcatFloat32") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 805 | { |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 806 | RefCreateSplitterConcatWorkloadTest<RefSplitterWorkload, RefConcatWorkload, DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 807 | } |
| 808 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 809 | TEST_CASE("CreateSplitterConcatFloat16") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 810 | { |
| 811 | RefCreateSplitterConcatWorkloadTest<RefSplitterWorkload, RefConcatWorkload, DataType::Float16>(); |
| 812 | } |
| 813 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 814 | TEST_CASE("CreateSplitterConcatUint8") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 815 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 816 | RefCreateSplitterConcatWorkloadTest<RefSplitterWorkload, RefConcatWorkload, DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 817 | } |
| 818 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 819 | template <typename SplitterWorkloadType, typename ActivationWorkloadType, armnn::DataType DataType> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 820 | static void RefCreateSingleOutputMultipleInputsTest() |
| 821 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 822 | // Tests that it is possible to assign multiple (two) different layers to each of the outputs of a splitter layer. |
| 823 | // We created a splitter with two outputs. That each of those outputs is used by two different activation layers. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 824 | |
| 825 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 826 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 827 | std::unique_ptr<SplitterWorkloadType> wlSplitter; |
| 828 | std::unique_ptr<ActivationWorkloadType> wlActiv0_0; |
| 829 | std::unique_ptr<ActivationWorkloadType> wlActiv0_1; |
| 830 | std::unique_ptr<ActivationWorkloadType> wlActiv1_0; |
| 831 | std::unique_ptr<ActivationWorkloadType> wlActiv1_1; |
| 832 | |
| 833 | CreateSplitterMultipleInputsOneOutputWorkloadTest<SplitterWorkloadType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 834 | ActivationWorkloadType, DataType>(factory, graph, wlSplitter, wlActiv0_0, wlActiv0_1, wlActiv1_0, wlActiv1_1); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 835 | |
Matthew Bentham | 4cefc41 | 2019-06-18 16:14:34 +0100 | [diff] [blame] | 836 | armnn::RefTensorHandle* sOut0 = dynamic_cast<armnn::RefTensorHandle*>(wlSplitter->GetData().m_Outputs[0]); |
| 837 | armnn::RefTensorHandle* sOut1 = dynamic_cast<armnn::RefTensorHandle*>(wlSplitter->GetData().m_Outputs[1]); |
| 838 | armnn::RefTensorHandle* activ0_0Im = dynamic_cast<armnn::RefTensorHandle*>(wlActiv0_0->GetData().m_Inputs[0]); |
| 839 | armnn::RefTensorHandle* activ0_1Im = dynamic_cast<armnn::RefTensorHandle*>(wlActiv0_1->GetData().m_Inputs[0]); |
| 840 | armnn::RefTensorHandle* activ1_0Im = dynamic_cast<armnn::RefTensorHandle*>(wlActiv1_0->GetData().m_Inputs[0]); |
| 841 | armnn::RefTensorHandle* activ1_1Im = dynamic_cast<armnn::RefTensorHandle*>(wlActiv1_1->GetData().m_Inputs[0]); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 842 | |
| 843 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 844 | CHECK(sOut0); |
| 845 | CHECK(sOut1); |
| 846 | CHECK(activ0_0Im); |
| 847 | CHECK(activ0_1Im); |
| 848 | CHECK(activ1_0Im); |
| 849 | CHECK(activ1_1Im); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 850 | |
| 851 | bool validDataPointers = (sOut0 == activ0_0Im) && (sOut0 == activ0_1Im) && |
| 852 | (sOut1 == activ1_0Im) && (sOut1 == activ1_1Im); |
| 853 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 854 | CHECK(validDataPointers); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 855 | } |
| 856 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 857 | TEST_CASE("CreateSingleOutputMultipleInputsFloat32") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 858 | { |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 859 | RefCreateSingleOutputMultipleInputsTest<RefSplitterWorkload, RefActivationWorkload, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 860 | armnn::DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 861 | } |
| 862 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 863 | TEST_CASE("CreateSingleOutputMultipleInputsUint8") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 864 | { |
Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 865 | RefCreateSingleOutputMultipleInputsTest<RefSplitterWorkload, RefActivationWorkload, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 866 | armnn::DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 867 | } |
| 868 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 869 | template <typename ResizeBilinearWorkloadType, armnn::DataType DataType> |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 870 | static void RefCreateResizeBilinearTest(DataLayout dataLayout) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 871 | { |
| 872 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 873 | RefWorkloadFactory factory = GetFactory(); |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 874 | auto workload = CreateResizeBilinearWorkloadTest<ResizeBilinearWorkloadType, DataType>(factory, graph, dataLayout); |
| 875 | |
| 876 | TensorShape inputShape; |
| 877 | TensorShape outputShape; |
| 878 | |
| 879 | switch (dataLayout) |
| 880 | { |
| 881 | case DataLayout::NHWC: |
| 882 | inputShape = { 2, 4, 4, 3 }; |
| 883 | outputShape = { 2, 2, 2, 3 }; |
| 884 | break; |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 885 | case DataLayout::NCHW: |
| 886 | default: |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 887 | inputShape = { 2, 3, 4, 4 }; |
| 888 | outputShape = { 2, 3, 2, 2 }; |
| 889 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 890 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 891 | // Checks that outputs and inputs are as we expect them (see definition of CreateResizeBilinearWorkloadTest). |
James Conroy | 6948227 | 2018-10-19 10:41:35 +0100 | [diff] [blame] | 892 | CheckInputOutput(std::move(workload), |
| 893 | TensorInfo(inputShape, DataType), |
| 894 | TensorInfo(outputShape, DataType)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 895 | } |
| 896 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 897 | TEST_CASE("CreateResizeBilinearFloat32") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 898 | { |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 899 | RefCreateResizeBilinearTest<RefResizeWorkload, armnn::DataType::Float32>(DataLayout::NCHW); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 900 | } |
| 901 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 902 | TEST_CASE("CreateResizeBilinearFloat16") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 903 | { |
| 904 | RefCreateResizeBilinearTest<RefResizeWorkload, armnn::DataType::Float16>(DataLayout::NCHW); |
| 905 | } |
| 906 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 907 | TEST_CASE("CreateResizeBilinearUint8") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 908 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 909 | RefCreateResizeBilinearTest<RefResizeWorkload, armnn::DataType::QAsymmU8>(DataLayout::NCHW); |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 910 | } |
| 911 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 912 | TEST_CASE("CreateResizeBilinearQuantisedAsymm16") |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 913 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 914 | RefCreateResizeBilinearTest<RefResizeWorkload, armnn::DataType::QSymmS16>(DataLayout::NCHW); |
Ellen Norris-Thompson | 3cb85f3 | 2019-06-17 11:32:49 +0100 | [diff] [blame] | 915 | } |
| 916 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 917 | TEST_CASE("CreateResizeBilinearFloat32Nhwc") |
James Conroy | 5954082 | 2018-10-11 12:39:05 +0100 | [diff] [blame] | 918 | { |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 919 | RefCreateResizeBilinearTest<RefResizeWorkload, armnn::DataType::Float32>(DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 920 | } |
| 921 | |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 922 | template <typename BatchToSpaceNdWorkloadType, armnn::DataType DataType> |
| 923 | static void RefCreateBatchToSpaceNdTest() |
| 924 | { |
| 925 | Graph graph; |
| 926 | RefWorkloadFactory factory; |
| 927 | |
| 928 | auto workload = CreateBatchToSpaceNdWorkloadTest<BatchToSpaceNdWorkloadType, DataType>(factory, graph); |
| 929 | |
| 930 | CheckInputOutput(std::move(workload), |
Francis Murtagh | d0dfe17 | 2019-06-25 10:57:10 +0100 | [diff] [blame] | 931 | TensorInfo({ 1, 1, 1, 1 }, DataType), |
| 932 | TensorInfo({ 1, 1, 1, 1 }, DataType)); |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 933 | } |
| 934 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 935 | TEST_CASE("CreateBatchToSpaceNdFloat32") |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 936 | { |
| 937 | RefCreateBatchToSpaceNdTest<RefBatchToSpaceNdWorkload, armnn::DataType::Float32>(); |
| 938 | } |
| 939 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 940 | TEST_CASE("CreateBatchToSpaceNdFloat16") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 941 | { |
| 942 | RefCreateBatchToSpaceNdTest<RefBatchToSpaceNdWorkload, armnn::DataType::Float16>(); |
| 943 | } |
| 944 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 945 | TEST_CASE("CreateBatchToSpaceNdUint8") |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 946 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 947 | RefCreateBatchToSpaceNdTest<RefBatchToSpaceNdWorkload, armnn::DataType::QAsymmU8>(); |
Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 948 | } |
| 949 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 950 | TEST_CASE("CreateBatchToSpaceNdQSymm16") |
Francis Murtagh | d0dfe17 | 2019-06-25 10:57:10 +0100 | [diff] [blame] | 951 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 952 | RefCreateBatchToSpaceNdTest<RefBatchToSpaceNdWorkload, armnn::DataType::QSymmS16>(); |
Francis Murtagh | d0dfe17 | 2019-06-25 10:57:10 +0100 | [diff] [blame] | 953 | } |
| 954 | |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 955 | template <typename L2NormalizationWorkloadType, armnn::DataType DataType> |
| 956 | static void RefCreateL2NormalizationTest(DataLayout dataLayout) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 957 | { |
| 958 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 959 | RefWorkloadFactory factory = GetFactory(); |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 960 | auto workload = |
| 961 | CreateL2NormalizationWorkloadTest<L2NormalizationWorkloadType, DataType>(factory, graph, dataLayout); |
| 962 | |
| 963 | TensorShape inputShape; |
| 964 | TensorShape outputShape; |
| 965 | |
| 966 | switch (dataLayout) |
| 967 | { |
| 968 | case DataLayout::NHWC: |
| 969 | inputShape = { 5, 50, 67, 20 }; |
| 970 | outputShape = { 5, 50, 67, 20 }; |
| 971 | break; |
| 972 | case DataLayout::NCHW: |
| 973 | default: |
| 974 | inputShape = { 5, 20, 50, 67 }; |
| 975 | outputShape = { 5, 20, 50, 67 }; |
| 976 | break; |
| 977 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 978 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 979 | // Checks that outputs and inputs are as we expect them (see definition of CreateL2NormalizationWorkloadTest). |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 980 | CheckInputOutput(std::move(workload), TensorInfo(inputShape, DataType), TensorInfo(outputShape, DataType)); |
| 981 | } |
| 982 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 983 | TEST_CASE("CreateL2NormalizationFloat32") |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 984 | { |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 985 | RefCreateL2NormalizationTest<RefL2NormalizationWorkload, armnn::DataType::Float32>(DataLayout::NCHW); |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 986 | } |
| 987 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 988 | TEST_CASE("CreateL2NormalizationFloat32Nhwc") |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 989 | { |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 990 | RefCreateL2NormalizationTest<RefL2NormalizationWorkload, armnn::DataType::Float32>(DataLayout::NHWC); |
| 991 | } |
| 992 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 993 | TEST_CASE("CreateL2NormalizationInt16") |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 994 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 995 | RefCreateL2NormalizationTest<RefL2NormalizationWorkload, armnn::DataType::QSymmS16>(DataLayout::NCHW); |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 996 | } |
| 997 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 998 | TEST_CASE("CreateL2NormalizationInt16Nhwc") |
Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 999 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1000 | RefCreateL2NormalizationTest<RefL2NormalizationWorkload, armnn::DataType::QSymmS16>(DataLayout::NHWC); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1001 | } |
| 1002 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1003 | TEST_CASE("CreateL2NormalizationUint8") |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 1004 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1005 | RefCreateL2NormalizationTest<RefL2NormalizationWorkload, armnn::DataType::QAsymmU8>(DataLayout::NCHW); |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 1006 | } |
| 1007 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1008 | TEST_CASE("CreateL2NormalizationUint8Nhwc") |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 1009 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1010 | RefCreateL2NormalizationTest<RefL2NormalizationWorkload, armnn::DataType::QAsymmU8>(DataLayout::NHWC); |
Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 1011 | } |
| 1012 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1013 | template <typename ReshapeWorkloadType, armnn::DataType DataType> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1014 | static void RefCreateReshapeWorkloadTest() |
| 1015 | { |
| 1016 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 1017 | RefWorkloadFactory factory = GetFactory(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1018 | auto workload = CreateReshapeWorkloadTest<ReshapeWorkloadType, DataType>(factory, graph); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1019 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1020 | // Checks that outputs and inputs are as we expect them (see definition of CreateReshapeWorkloadTest). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1021 | CheckInputOutput( |
| 1022 | std::move(workload), |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1023 | TensorInfo({ 4, 1 }, DataType), |
| 1024 | TensorInfo({ 1, 4 }, DataType)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1025 | } |
| 1026 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1027 | TEST_CASE("CreateReshapeWorkloadFloat32") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1028 | { |
Nina Drozd | 2f2778f | 2019-05-27 10:37:05 +0100 | [diff] [blame] | 1029 | RefCreateReshapeWorkloadTest<RefReshapeWorkload, armnn::DataType::Float32>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1030 | } |
| 1031 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1032 | TEST_CASE("CreateReshapeWorkloadQuantisedAsymm8") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1033 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1034 | RefCreateReshapeWorkloadTest<RefReshapeWorkload, armnn::DataType::QAsymmU8>(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1035 | } |
| 1036 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1037 | TEST_CASE("CreateReshapeWorkloadQuantisedSymm16") |
Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 1038 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1039 | RefCreateReshapeWorkloadTest<RefReshapeWorkload, armnn::DataType::QSymmS16>(); |
Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 1040 | } |
| 1041 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 1042 | template <typename ConcatWorkloadType, armnn::DataType DataType> |
| 1043 | static void RefCreateConcatWorkloadTest(const armnn::TensorShape& outputShape, |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1044 | unsigned int concatAxis) |
| 1045 | { |
| 1046 | Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 1047 | RefWorkloadFactory factory = GetFactory(); |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 1048 | auto workload = CreateConcatWorkloadTest<ConcatWorkloadType, DataType>(factory, graph, outputShape, concatAxis); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1049 | |
| 1050 | CheckInputsOutput(std::move(workload), |
| 1051 | TensorInfo({ 2, 3, 2, 5 }, DataType), |
| 1052 | TensorInfo({ 2, 3, 2, 5 }, DataType), |
| 1053 | TensorInfo(outputShape, DataType)); |
| 1054 | } |
| 1055 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1056 | TEST_CASE("CreateConcatDim0Float32Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1057 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 1058 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::Float32>({ 4, 3, 2, 5 }, 0); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1059 | } |
| 1060 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1061 | TEST_CASE("CreateConcatDim0Float16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 1062 | { |
| 1063 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::Float16>({ 4, 3, 2, 5 }, 0); |
| 1064 | } |
| 1065 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1066 | TEST_CASE("CreateConcatDim0Uint8Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1067 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1068 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::QAsymmU8>({ 4, 3, 2, 5 }, 0); |
Jim Flynn | cbb66aa | 2019-05-15 13:03:54 +0100 | [diff] [blame] | 1069 | } |
| 1070 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1071 | TEST_CASE("CreateConcatDim0Uint16Workload") |
Jim Flynn | cbb66aa | 2019-05-15 13:03:54 +0100 | [diff] [blame] | 1072 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1073 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::QSymmS16>({ 4, 3, 2, 5 }, 0); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1074 | } |
| 1075 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1076 | TEST_CASE("CreateConcatDim1Float32Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1077 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 1078 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::Float32>({ 2, 6, 2, 5 }, 1); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1079 | } |
| 1080 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1081 | TEST_CASE("CreateConcatDim1Uint8Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1082 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1083 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::QAsymmU8>({ 2, 6, 2, 5 }, 1); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1084 | } |
| 1085 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1086 | TEST_CASE("CreateConcatDim2Float32Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1087 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 1088 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::Float32>({ 2, 3, 4, 5 }, 2); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1089 | } |
| 1090 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1091 | TEST_CASE("CreateConcatDim2Uint8Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1092 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1093 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::QAsymmU8>({ 2, 3, 4, 5 }, 2); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1094 | } |
| 1095 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1096 | TEST_CASE("CreateConcatDim3Float32Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1097 | { |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 1098 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::Float32>({ 2, 3, 2, 10 }, 3); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1099 | } |
| 1100 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1101 | TEST_CASE("CreateConcatDim3Uint8Workload") |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1102 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1103 | RefCreateConcatWorkloadTest<RefConcatWorkload, armnn::DataType::QAsymmU8>({ 2, 3, 2, 10 }, 3); |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1104 | } |
| 1105 | |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1106 | template <typename ConstantWorkloadType, armnn::DataType DataType> |
| 1107 | static void RefCreateConstantWorkloadTest(const armnn::TensorShape& outputShape) |
| 1108 | { |
| 1109 | armnn::Graph graph; |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 1110 | RefWorkloadFactory factory = GetFactory(); |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1111 | auto workload = CreateConstantWorkloadTest<ConstantWorkloadType, DataType>(factory, graph, outputShape); |
| 1112 | |
| 1113 | // Check output is as expected |
| 1114 | auto queueDescriptor = workload->GetData(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1115 | auto outputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1116 | CHECK((outputHandle->GetTensorInfo() == TensorInfo(outputShape, DataType))); |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1117 | } |
| 1118 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1119 | TEST_CASE("CreateConstantUint8Workload") |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1120 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1121 | RefCreateConstantWorkloadTest<RefConstantWorkload, armnn::DataType::QAsymmU8>({ 2, 3, 2, 10 }); |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1122 | } |
| 1123 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1124 | TEST_CASE("CreateConstantInt16Workload") |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1125 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1126 | RefCreateConstantWorkloadTest<RefConstantWorkload, armnn::DataType::QSymmS16>({ 2, 3, 2, 10 }); |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1127 | } |
| 1128 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1129 | TEST_CASE("CreateConstantFloat32Workload") |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1130 | { |
| 1131 | RefCreateConstantWorkloadTest<RefConstantWorkload, armnn::DataType::Float32>({ 2, 3, 2, 10 }); |
| 1132 | } |
| 1133 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1134 | TEST_CASE("CreateConstantSigned32Workload") |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1135 | { |
| 1136 | RefCreateConstantWorkloadTest<RefConstantWorkload, armnn::DataType::Signed32>({ 2, 3, 2, 10 }); |
| 1137 | } |
| 1138 | |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1139 | static void RefCreatePreluWorkloadTest(const armnn::TensorShape& inputShape, |
| 1140 | const armnn::TensorShape& alphaShape, |
| 1141 | const armnn::TensorShape& outputShape, |
| 1142 | armnn::DataType dataType) |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1143 | { |
| 1144 | armnn::Graph graph; |
| 1145 | RefWorkloadFactory factory; |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1146 | auto workload = CreatePreluWorkloadTest<RefPreluWorkload>(factory, |
| 1147 | graph, |
| 1148 | inputShape, |
| 1149 | alphaShape, |
| 1150 | outputShape, |
| 1151 | dataType); |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1152 | |
| 1153 | // Check output is as expected |
| 1154 | auto queueDescriptor = workload->GetData(); |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1155 | auto outputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1156 | CHECK((outputHandle->GetTensorInfo() == TensorInfo(outputShape, dataType))); |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1157 | } |
| 1158 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1159 | TEST_CASE("CreatePreluFloat32Workload") |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1160 | { |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1161 | RefCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, armnn::DataType::Float32); |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1162 | } |
| 1163 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1164 | TEST_CASE("CreatePreluFloat16Workload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 1165 | { |
| 1166 | RefCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, armnn::DataType::Float16); |
| 1167 | } |
| 1168 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1169 | TEST_CASE("CreatePreluUint8Workload") |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1170 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1171 | RefCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, armnn::DataType::QAsymmU8); |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1172 | } |
| 1173 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1174 | TEST_CASE("CreatePreluInt16Workload") |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1175 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1176 | RefCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, armnn::DataType::QSymmS16); |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1177 | } |
| 1178 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1179 | TEST_CASE("CreatePreluFloat32NoBroadcastWorkload") |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1180 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1181 | CHECK_THROWS_AS(RefCreatePreluWorkloadTest({ 1, 4, 7, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1182 | armnn::DataType::Float32), |
| 1183 | armnn::InvalidArgumentException); |
| 1184 | } |
| 1185 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1186 | TEST_CASE("CreatePreluFloat16NoBroadcastWorkload") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 1187 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1188 | CHECK_THROWS_AS(RefCreatePreluWorkloadTest({ 1, 4, 7, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 1189 | armnn::DataType::Float16), |
| 1190 | armnn::InvalidArgumentException); |
| 1191 | } |
| 1192 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1193 | TEST_CASE("CreatePreluUint8NoBroadcastWorkload") |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1194 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1195 | CHECK_THROWS_AS(RefCreatePreluWorkloadTest({ 1, 4, 7, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1196 | armnn::DataType::QAsymmU8), |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1197 | armnn::InvalidArgumentException); |
| 1198 | } |
| 1199 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1200 | TEST_CASE("CreatePreluInt16NoBroadcastWorkload") |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1201 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1202 | CHECK_THROWS_AS(RefCreatePreluWorkloadTest({ 1, 4, 7, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1203 | armnn::DataType::QSymmS16), |
Matteo Martincigh | bf0e722 | 2019-06-20 17:17:45 +0100 | [diff] [blame] | 1204 | armnn::InvalidArgumentException); |
Matteo Martincigh | ab9e525 | 2019-06-13 17:27:46 +0100 | [diff] [blame] | 1205 | } |
| 1206 | |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 1207 | template <typename SpaceToDepthWorkloadType, armnn::DataType DataType> |
| 1208 | static void RefCreateSpaceToDepthWorkloadTest() |
| 1209 | { |
| 1210 | Graph graph; |
| 1211 | RefWorkloadFactory factory; |
| 1212 | |
| 1213 | auto workload = CreateSpaceToDepthWorkloadTest<SpaceToDepthWorkloadType, DataType>(factory, graph); |
| 1214 | |
| 1215 | CheckInputOutput(std::move(workload), |
| 1216 | TensorInfo({ 1, 2, 2, 1 }, DataType), |
| 1217 | TensorInfo({ 1, 1, 1, 4 }, DataType)); |
| 1218 | } |
| 1219 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1220 | TEST_CASE("CreateSpaceToDepthWorkloadFloat32") |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 1221 | { |
| 1222 | RefCreateSpaceToDepthWorkloadTest<RefSpaceToDepthWorkload, armnn::DataType::Float32>(); |
| 1223 | } |
| 1224 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1225 | TEST_CASE("CreateSpaceToDepthWorkloadFloat16") |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 1226 | { |
| 1227 | RefCreateSpaceToDepthWorkloadTest<RefSpaceToDepthWorkload, armnn::DataType::Float16>(); |
| 1228 | } |
| 1229 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1230 | TEST_CASE("CreateSpaceToDepthWorkloadQASymm8") |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 1231 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1232 | RefCreateSpaceToDepthWorkloadTest<RefSpaceToDepthWorkload, armnn::DataType::QAsymmU8>(); |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 1233 | } |
| 1234 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1235 | TEST_CASE("CreateSpaceToDepthWorkloadQSymm16") |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 1236 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1237 | RefCreateSpaceToDepthWorkloadTest<RefSpaceToDepthWorkload, armnn::DataType::QSymmS16>(); |
James Conroy | 6059784 | 2019-07-02 10:57:56 +0100 | [diff] [blame] | 1238 | } |
| 1239 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 1240 | template <armnn::DataType DataType> |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1241 | static void RefCreateStackWorkloadTest(const armnn::TensorShape& inputShape, |
| 1242 | const armnn::TensorShape& outputShape, |
| 1243 | unsigned int axis, |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 1244 | unsigned int numInputs) |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1245 | { |
| 1246 | armnn::Graph graph; |
| 1247 | RefWorkloadFactory factory; |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 1248 | auto workload = CreateStackWorkloadTest<RefStackWorkload, DataType>(factory, |
| 1249 | graph, |
| 1250 | inputShape, |
| 1251 | outputShape, |
| 1252 | axis, |
| 1253 | numInputs); |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1254 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 1255 | // Check inputs and output are as expected |
| 1256 | StackQueueDescriptor queueDescriptor = workload->GetData(); |
| 1257 | for (unsigned int i = 0; i < numInputs; ++i) |
| 1258 | { |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1259 | auto inputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[i]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1260 | CHECK((inputHandle->GetTensorInfo() == TensorInfo(inputShape, DataType))); |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 1261 | } |
Jan Eilers | bb446e5 | 2020-04-02 13:56:54 +0100 | [diff] [blame] | 1262 | auto outputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1263 | CHECK((outputHandle->GetTensorInfo() == TensorInfo(outputShape, DataType))); |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1264 | } |
| 1265 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1266 | TEST_CASE("CreateStackFloat32Workload") |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1267 | { |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 1268 | RefCreateStackWorkloadTest<armnn::DataType::Float32>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2); |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1269 | } |
| 1270 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1271 | TEST_CASE("CreateStackUint8Workload") |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1272 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1273 | RefCreateStackWorkloadTest<armnn::DataType::QAsymmU8>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2); |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1274 | } |
| 1275 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1276 | TEST_CASE("CreateStackUint16Workload") |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1277 | { |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1278 | RefCreateStackWorkloadTest<armnn::DataType::QSymmS16>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2); |
Matthew Jackson | 81e601c | 2019-07-11 12:07:09 +0100 | [diff] [blame] | 1279 | } |
| 1280 | |
James Conroy | 4f1f899 | 2020-04-29 20:01:10 +0100 | [diff] [blame] | 1281 | template <typename QLstmWorkloadType> |
| 1282 | static void RefCreateQLstmWorkloadTest() |
| 1283 | { |
| 1284 | Graph graph; |
| 1285 | RefWorkloadFactory factory; |
| 1286 | |
| 1287 | auto workload = CreateQLstmWorkloadTest<QLstmWorkloadType>(factory, graph); |
| 1288 | |
| 1289 | armnn::TensorInfo inputInfo({2 , 4}, armnn::DataType::QAsymmS8, 0.0078125f, 0); |
| 1290 | |
| 1291 | armnn::TensorInfo cellStateInfo({2 , 4}, armnn::DataType::QSymmS16, 3.05176e-05f, 0); |
| 1292 | |
| 1293 | armnn::TensorInfo outputInfo({2 , 4}, armnn::DataType::QAsymmS8, 0.007f, 0); |
| 1294 | |
| 1295 | QLstmQueueDescriptor queueDescriptor = workload->GetData(); |
Jan Eilers | aaf9a8f | 2020-07-01 16:35:35 +0100 | [diff] [blame] | 1296 | auto inputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[0]); |
| 1297 | auto cellStateOutHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[1]); |
| 1298 | auto outputHandle = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[2]); |
James Conroy | 4f1f899 | 2020-04-29 20:01:10 +0100 | [diff] [blame] | 1299 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1300 | CHECK((inputHandle->GetTensorInfo() == inputInfo)); |
| 1301 | CHECK((cellStateOutHandle->GetTensorInfo() == cellStateInfo)); |
| 1302 | CHECK((outputHandle->GetTensorInfo() == outputInfo)); |
James Conroy | 4f1f899 | 2020-04-29 20:01:10 +0100 | [diff] [blame] | 1303 | } |
| 1304 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1305 | TEST_CASE("CreateQLstmWorkload") |
James Conroy | 4f1f899 | 2020-04-29 20:01:10 +0100 | [diff] [blame] | 1306 | { |
| 1307 | RefCreateQLstmWorkloadTest<RefQLstmWorkload>(); |
| 1308 | } |
| 1309 | |
Teresa Charlin | 788e2a6 | 2022-01-17 21:19:52 +0000 | [diff] [blame] | 1310 | template <armnn::DataType DataType> |
| 1311 | static void RefCreateActivationWorkloadReplaceFunctionsTest() |
| 1312 | { |
| 1313 | Graph graph; |
| 1314 | RefWorkloadFactory factory = GetFactory(); |
| 1315 | // input and output are created as armnn::TensorInfo tensorInfo({1, 1}, DataType) |
| 1316 | auto workloadPtr = CreateActivationWorkloadTest<RefActivationWorkload, DataType>(factory, graph); |
| 1317 | |
| 1318 | // new input and output tensor handlers are created and then replace in the workload |
| 1319 | shared_ptr<RefMemoryManager> memoryManager = make_shared<RefMemoryManager>(); |
| 1320 | const RefTensorHandleFactory tensorHandleFactory(memoryManager); |
Rob Hughes | 5bcc072 | 2022-01-21 10:56:14 +0000 | [diff] [blame] | 1321 | TensorInfo inputInfo({2 , 2}, armnn::DataType::Float16); |
| 1322 | TensorInfo outputInfo({2 , 2}, armnn::DataType::Float16); |
Teresa Charlin | 788e2a6 | 2022-01-17 21:19:52 +0000 | [diff] [blame] | 1323 | unique_ptr<ITensorHandle> inputHandle = tensorHandleFactory.CreateTensorHandle(inputInfo); |
| 1324 | unique_ptr<ITensorHandle> outputHandle = tensorHandleFactory.CreateTensorHandle(outputInfo); |
| 1325 | unsigned int slot = 0; |
| 1326 | workloadPtr->ReplaceInputTensorHandle(inputHandle.get(), slot); |
| 1327 | workloadPtr->ReplaceOutputTensorHandle(outputHandle.get(), slot); |
| 1328 | |
| 1329 | // Check if the tensor handlers inside the workload are the same as ones we replace with |
| 1330 | auto queueDescriptor = workloadPtr->GetData(); |
| 1331 | auto inputHandleTest = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Inputs[0]); |
| 1332 | auto outputHandleTest = PolymorphicDowncast<RefTensorHandle*>(queueDescriptor.m_Outputs[0]); |
| 1333 | CHECK((inputHandleTest->GetTensorInfo() == inputInfo)); |
| 1334 | CHECK((outputHandleTest->GetTensorInfo() == outputInfo)); |
| 1335 | CHECK(inputHandle.get() == inputHandleTest); |
| 1336 | CHECK(outputHandle.get() == outputHandleTest); |
| 1337 | inputHandle->Allocate(); |
| 1338 | CHECK(inputHandle->Map() == inputHandleTest->Map()); |
| 1339 | outputHandle->Allocate(); |
| 1340 | CHECK(outputHandle->Map() == outputHandleTest->Map()); |
| 1341 | } |
| 1342 | |
| 1343 | TEST_CASE("ReplaceFunctionsfromFloat32toFloat16ActivationWorkload") |
| 1344 | { |
| 1345 | RefCreateActivationWorkloadReplaceFunctionsTest<armnn::DataType::Float32>(); |
| 1346 | } |
| 1347 | |
| 1348 | TEST_CASE("ReplaceFunctionsfromUint8toFloat16ActivationWorkload") |
| 1349 | { |
| 1350 | RefCreateActivationWorkloadReplaceFunctionsTest<armnn::DataType::QAsymmU8>(); |
| 1351 | } |
| 1352 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1353 | } |