arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 6 | #include <layers/ConvertFp16ToFp32Layer.hpp> |
| 7 | #include <layers/ConvertFp32ToFp16Layer.hpp> |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 8 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 9 | #include <armnnTestUtils/TensorHelpers.hpp> |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 10 | |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 11 | #include <armnn/backends/TensorHandle.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <reference/RefWorkloadFactory.hpp> |
Derek Lamberti | 50db4e8 | 2019-03-13 14:16:15 +0000 | [diff] [blame] | 13 | #include <reference/RefLayerSupport.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 14 | #include <backendsCommon/test/LayerTests.hpp> |
| 15 | #include <backendsCommon/test/IsLayerSupportedTestImpl.hpp> |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 16 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 17 | #include <doctest/doctest.h> |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 18 | |
| 19 | #include <string> |
| 20 | |
| 21 | namespace |
| 22 | { |
| 23 | |
| 24 | bool LayerTypeMatchesTest() |
| 25 | { |
| 26 | return LayerTypeMatchesTestImpl<armnn::LayerType::FirstLayer>(Tag<armnn::LayerType::FirstLayer>()); |
| 27 | }; |
| 28 | |
| 29 | } // anonymous namespace |
| 30 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 31 | TEST_SUITE("RefLayerSupported") |
| 32 | { |
| 33 | TEST_CASE("IsLayerSupportedLayerTypeMatches") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 34 | { |
| 35 | LayerTypeMatchesTest(); |
| 36 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 37 | |
| 38 | TEST_CASE("IsLayerSupportedReferenceAddition") |
Derek Lamberti | 50db4e8 | 2019-03-13 14:16:15 +0000 | [diff] [blame] | 39 | { |
| 40 | armnn::TensorShape shape0 = {1,1,3,4}; |
| 41 | armnn::TensorShape shape1 = {4}; |
| 42 | armnn::TensorShape outShape = {1,1,3,4}; |
| 43 | armnn::TensorInfo in0(shape0, armnn::DataType::Float32); |
| 44 | armnn::TensorInfo in1(shape1, armnn::DataType::Float32); |
| 45 | armnn::TensorInfo out(outShape, armnn::DataType::Float32); |
| 46 | |
| 47 | armnn::RefLayerSupport supportChecker; |
| 48 | std::string reasonNotSupported; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 49 | CHECK(supportChecker.IsAdditionSupported(in0, in1, out, reasonNotSupported)); |
Derek Lamberti | 50db4e8 | 2019-03-13 14:16:15 +0000 | [diff] [blame] | 50 | } |
| 51 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 52 | TEST_CASE("IsLayerSupportedFloat16Reference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 53 | { |
| 54 | armnn::RefWorkloadFactory factory; |
| 55 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::Float16>(&factory); |
| 56 | } |
| 57 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 58 | TEST_CASE("IsLayerSupportedFloat32Reference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 59 | { |
| 60 | armnn::RefWorkloadFactory factory; |
| 61 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::Float32>(&factory); |
| 62 | } |
| 63 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 64 | TEST_CASE("IsLayerSupportedUint8Reference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 65 | { |
| 66 | armnn::RefWorkloadFactory factory; |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 67 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QAsymmU8>(&factory); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 68 | } |
| 69 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 70 | TEST_CASE("IsLayerSupportedInt8Reference") |
Keith Davis | 9d0ff74 | 2020-02-03 14:47:54 +0000 | [diff] [blame] | 71 | { |
| 72 | armnn::RefWorkloadFactory factory; |
| 73 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QSymmS8>(&factory); |
| 74 | } |
| 75 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 76 | TEST_CASE("IsLayerSupportedInt16Reference") |
Narumol Prangnawarat | f9ac3fd | 2019-07-03 14:55:57 +0100 | [diff] [blame] | 77 | { |
| 78 | armnn::RefWorkloadFactory factory; |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 79 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QSymmS16>(&factory); |
Narumol Prangnawarat | f9ac3fd | 2019-07-03 14:55:57 +0100 | [diff] [blame] | 80 | } |
| 81 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 82 | TEST_CASE("IsConvertFp16ToFp32SupportedReference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 83 | { |
| 84 | std::string reasonIfUnsupported; |
| 85 | |
| 86 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer, |
| 87 | armnn::DataType::Float16, armnn::DataType::Float32>(reasonIfUnsupported); |
| 88 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 89 | CHECK(result); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 90 | } |
| 91 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 92 | TEST_CASE("IsConvertFp16ToFp32SupportedFp32InputReference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 93 | { |
| 94 | std::string reasonIfUnsupported; |
| 95 | |
| 96 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer, |
| 97 | armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); |
| 98 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 99 | CHECK(!result); |
| 100 | CHECK_EQ(reasonIfUnsupported, "Layer is not supported with float32 data type input"); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 101 | } |
| 102 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 103 | TEST_CASE("IsConvertFp16ToFp32SupportedFp16OutputReference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 104 | { |
| 105 | std::string reasonIfUnsupported; |
| 106 | |
| 107 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer, |
| 108 | armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported); |
| 109 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 110 | CHECK(!result); |
| 111 | CHECK_EQ(reasonIfUnsupported, "Layer is not supported with float16 data type output"); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 112 | } |
| 113 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 114 | TEST_CASE("IsConvertFp32ToFp16SupportedReference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 115 | { |
| 116 | std::string reasonIfUnsupported; |
| 117 | |
| 118 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer, |
| 119 | armnn::DataType::Float32, armnn::DataType::Float16>(reasonIfUnsupported); |
| 120 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 121 | CHECK(result); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 122 | } |
| 123 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 124 | TEST_CASE("IsConvertFp32ToFp16SupportedFp16InputReference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 125 | { |
| 126 | std::string reasonIfUnsupported; |
| 127 | |
| 128 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer, |
| 129 | armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported); |
| 130 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 131 | CHECK(!result); |
| 132 | CHECK_EQ(reasonIfUnsupported, "Layer is not supported with float16 data type input"); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 133 | } |
| 134 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 135 | TEST_CASE("IsConvertFp32ToFp16SupportedFp32OutputReference") |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 136 | { |
| 137 | std::string reasonIfUnsupported; |
| 138 | |
| 139 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer, |
| 140 | armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); |
| 141 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 142 | CHECK(!result); |
| 143 | CHECK_EQ(reasonIfUnsupported, "Layer is not supported with float32 data type output"); |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 144 | } |
| 145 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 146 | TEST_CASE("IsLayerSupportedMeanDimensionsReference") |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 147 | { |
| 148 | std::string reasonIfUnsupported; |
| 149 | |
| 150 | bool result = IsMeanLayerSupportedTests<armnn::RefWorkloadFactory, |
| 151 | armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); |
| 152 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 153 | CHECK(result); |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 154 | } |
| 155 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 156 | TEST_CASE("IsLayerNotSupportedMeanDimensionsReference") |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 157 | { |
| 158 | std::string reasonIfUnsupported; |
| 159 | |
| 160 | bool result = IsMeanLayerNotSupportedTests<armnn::RefWorkloadFactory, |
| 161 | armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); |
| 162 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 163 | CHECK(!result); |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 164 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 165 | CHECK(reasonIfUnsupported.find( |
David Monahan | a8837bf | 2020-04-16 10:01:56 +0100 | [diff] [blame] | 166 | "Reference Mean: Expected 4 dimensions but got 2 dimensions instead, for the 'output' tensor.") |
| 167 | != std::string::npos); |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 168 | } |
| 169 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 170 | TEST_CASE("IsConstantSupportedRef") |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 171 | { |
| 172 | std::string reasonIfUnsupported; |
| 173 | |
| 174 | bool result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 175 | armnn::DataType::Float16>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 176 | CHECK(result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 177 | |
| 178 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 179 | armnn::DataType::Float32>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 180 | CHECK(result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 181 | |
| 182 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 183 | armnn::DataType::QAsymmU8>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 184 | CHECK(result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 185 | |
| 186 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 187 | armnn::DataType::Boolean>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 188 | CHECK(!result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 189 | |
| 190 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 191 | armnn::DataType::QSymmS16>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 192 | CHECK(result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 193 | |
| 194 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 195 | armnn::DataType::QSymmS8>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 196 | CHECK(result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 197 | |
| 198 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 199 | armnn::DataType::QAsymmS8>(reasonIfUnsupported); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 200 | CHECK(result); |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 201 | |
| 202 | result = IsConstantLayerSupportedTests<armnn::RefWorkloadFactory, |
| 203 | armnn::DataType::BFloat16>(reasonIfUnsupported); |
Ryan OShea | 3144159 | 2022-11-07 16:20:48 +0000 | [diff] [blame] | 204 | CHECK(!result); |
| 205 | CHECK(reasonIfUnsupported.find("Reference constant: output is not a supported type.") != std::string::npos); |
| 206 | |
Mike Kelly | 0886ac4 | 2020-04-27 09:55:40 +0100 | [diff] [blame] | 207 | } |
| 208 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 209 | } |