Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 1 | // |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 2 | // Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "backendsCommon/test/EndToEndTestImpl.hpp" |
| 7 | |
| 8 | #include "backendsCommon/test/AdditionEndToEndTestImpl.hpp" |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 9 | #include "backendsCommon/test/Convolution2dEndToEndTestImpl.hpp" |
Kevin May | 5b58e31 | 2022-12-15 10:15:21 +0000 | [diff] [blame] | 10 | #include "backendsCommon/test/ConcatEndToEndTestImpl.hpp" |
Nikhil Raj | 9a33946 | 2022-12-05 11:24:35 +0000 | [diff] [blame] | 11 | #include "backendsCommon/test/MultiplicationEndToEndTestImpl.hpp" |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 12 | #include "backendsCommon/test/Pooling2dEndToEndTestImpl.hpp" |
Cathal Corbett | b30e655 | 2022-12-07 11:50:50 +0000 | [diff] [blame] | 13 | #include "backendsCommon/test/ReshapeEndToEndTestImpl.hpp" |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame^] | 14 | #include "backendsCommon/test/ResizeEndToEndTestImpl.hpp" |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 15 | #include "backendsCommon/test/ElementwiseUnaryEndToEndTestImpl.hpp" |
Cathal Corbett | 3b9acd5 | 2022-12-09 12:17:27 +0000 | [diff] [blame] | 16 | #include "backendsCommon/test/SliceEndToEndTestImpl.hpp" |
Nikhil Raj | 9a33946 | 2022-12-05 11:24:35 +0000 | [diff] [blame] | 17 | #include "backendsCommon/test/SubtractionEndToEndTestImpl.hpp" |
Matthew Sloyan | fc9d5e7 | 2022-12-08 13:38:23 +0000 | [diff] [blame] | 18 | #include "backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp" |
Cathal Corbett | 0bb096d | 2022-12-22 13:09:38 +0000 | [diff] [blame] | 19 | #include "backendsCommon/test/TransposeEndToEndTestImpl.hpp" |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 20 | |
| 21 | #include <doctest/doctest.h> |
| 22 | |
| 23 | TEST_SUITE("TosaRefEndToEnd") |
| 24 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 25 | std::vector<BackendId> tosaDefaultBackends = { "TosaRef" }; |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 26 | |
| 27 | // Addition |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 28 | TEST_CASE("TosaRefAdditionEndtoEndTestFloat32") |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 29 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 30 | AdditionEndToEnd<DataType::Float32>(tosaDefaultBackends); |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 31 | } |
| 32 | |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 33 | TEST_CASE("TosaRefAdditionEndtoEndTestInt32") |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 34 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 35 | AdditionEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 36 | } |
| 37 | |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 38 | TEST_CASE("TosaRefAdditionEndtoEndTestFloat16") |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 39 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 40 | AdditionEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 41 | } |
| 42 | |
Kevin May | 5b58e31 | 2022-12-15 10:15:21 +0000 | [diff] [blame] | 43 | // Concat |
| 44 | TEST_CASE("TosaRefConcatEndToEndDim0TestFloat32") |
| 45 | { |
| 46 | ConcatDim0EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 47 | } |
| 48 | |
| 49 | TEST_CASE("TosaRefConcatEndToEndDim0TestInt32") |
| 50 | { |
| 51 | ConcatDim0EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 52 | } |
| 53 | |
| 54 | TEST_CASE("TosaRefConcatEndToEndDim1TestFloat32") |
| 55 | { |
| 56 | ConcatDim1EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 57 | } |
| 58 | |
| 59 | TEST_CASE("TosaRefConcatEndToEndDim1TestInt32") |
| 60 | { |
| 61 | ConcatDim1EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 62 | } |
| 63 | |
| 64 | TEST_CASE("TosaRefConcatEndToEndDim2TestFloat32") |
| 65 | { |
| 66 | ConcatDim2EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 67 | } |
| 68 | |
| 69 | TEST_CASE("TosaRefConcatEndToEndDim2TestInt32") |
| 70 | { |
| 71 | ConcatDim2EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 72 | } |
| 73 | |
| 74 | TEST_CASE("TosaRefConcatEndToEndDim3TestFloat32") |
| 75 | { |
| 76 | ConcatDim3EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 77 | } |
| 78 | |
| 79 | TEST_CASE("TosaRefConcatEndToEndDim3TestInt32") |
| 80 | { |
| 81 | ConcatDim3EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 82 | } |
| 83 | |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 84 | // Conv2d |
| 85 | TEST_CASE("TosaRefConv2dEndtoEndTestFloat32") |
| 86 | { |
| 87 | Convolution2dEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC); |
| 88 | } |
| 89 | |
| 90 | TEST_CASE("TosaRefConv2dWithoutBiasEndtoEndTestFloat32") |
| 91 | { |
| 92 | Convolution2dEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, false); |
| 93 | } |
| 94 | |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 95 | // Average Pool 2D |
| 96 | TEST_CASE("TosaRefAvgPool2DEndtoEndTestFloat32") |
| 97 | { |
| 98 | AvgPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 99 | } |
| 100 | |
| 101 | TEST_CASE("TosaRefAvgPool2DEndtoEndTestFloat16") |
| 102 | { |
| 103 | AvgPool2dEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 104 | } |
| 105 | |
| 106 | TEST_CASE("TosaRefAvgPool2DIgnoreValueEndtoEndTestFloat32") |
| 107 | { |
| 108 | AvgPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends, PaddingMethod::IgnoreValue); |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 109 | } |
| 110 | |
Teresa Charlin | 3fbad94 | 2022-12-15 10:35:37 +0000 | [diff] [blame] | 111 | // Max Pool 2D |
| 112 | TEST_CASE("TosaRefMaxPool2DEndtoEndTestFloat32") |
| 113 | { |
| 114 | MaxPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 115 | } |
| 116 | |
| 117 | TEST_CASE("TosaRefMaxPool2DEndtoEndTestFloat16") |
| 118 | { |
| 119 | MaxPool2dEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 120 | } |
| 121 | |
| 122 | TEST_CASE("TosaRefMaxPool2DIgnoreValueEndtoEndTestFloat32") |
| 123 | { |
| 124 | MaxPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends, PaddingMethod::IgnoreValue); |
| 125 | } |
| 126 | |
Cathal Corbett | b30e655 | 2022-12-07 11:50:50 +0000 | [diff] [blame] | 127 | // Reshape |
| 128 | TEST_CASE("TosaRefReshapeEndtoEndTestFloat32") |
| 129 | { |
| 130 | ReshapeEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 131 | } |
| 132 | |
| 133 | TEST_CASE("TosaRefReshapeEndtoEndTestInt32") |
| 134 | { |
| 135 | ReshapeEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 136 | } |
| 137 | |
| 138 | TEST_CASE("TosaRefReshapeEndtoEndTestFloat16") |
| 139 | { |
| 140 | ReshapeEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 141 | } |
| 142 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 143 | TEST_CASE("TosaRefRsqrtEndtoEndTestFloat32") |
| 144 | { |
| 145 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, |
| 146 | UnaryOperation::Rsqrt); |
| 147 | } |
| 148 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame^] | 149 | // Resize |
| 150 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat32AlignCornersNhwcTest") |
| 151 | { |
| 152 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 153 | } |
| 154 | |
| 155 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat32HalfPixelNhwcTest") |
| 156 | { |
| 157 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 158 | } |
| 159 | |
| 160 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat16AlignCornersNhwcTest") |
| 161 | { |
| 162 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float16>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 163 | } |
| 164 | |
| 165 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat16HalfPixelNhwcTest") |
| 166 | { |
| 167 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float16>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 168 | } |
| 169 | |
| 170 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt8AlignCornersNhwcTest") |
| 171 | { |
| 172 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS8>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 173 | } |
| 174 | |
| 175 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt8HalfPixelNhwcTest") |
| 176 | { |
| 177 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS8>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 178 | } |
| 179 | |
| 180 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt16AlignCornersNhwcTest") |
| 181 | { |
| 182 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 183 | } |
| 184 | |
| 185 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt16HalfPixelNhwcTest") |
| 186 | { |
| 187 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 188 | } |
| 189 | |
Cathal Corbett | 3b9acd5 | 2022-12-09 12:17:27 +0000 | [diff] [blame] | 190 | // Slice |
| 191 | TEST_CASE("TosaRefSliceEndtoEndTestFloat32") |
| 192 | { |
| 193 | SliceEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 194 | } |
| 195 | |
| 196 | TEST_CASE("TosaRefSliceEndtoEndTestInt32") |
| 197 | { |
| 198 | SliceEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 199 | } |
| 200 | |
| 201 | TEST_CASE("TosaRefSliceEndtoEndTestFloat16") |
| 202 | { |
| 203 | SliceEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 204 | } |
Nikhil Raj | 9a33946 | 2022-12-05 11:24:35 +0000 | [diff] [blame] | 205 | TEST_CASE("TosaRefSubtractionEndtoEndTestFloat32") |
| 206 | { |
| 207 | SubtractionEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 208 | } |
| 209 | |
| 210 | TEST_CASE("TosaRefSubtractionEndtoEndTestInt32") |
| 211 | { |
| 212 | SubtractionEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 213 | } |
| 214 | |
| 215 | TEST_CASE("TosaRefSubtractionEndtoEndTestFloat16") |
| 216 | { |
| 217 | SubtractionEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 218 | } |
| 219 | |
| 220 | TEST_CASE("TosaRefMultiplicationEndtoEndTestFloat32") |
| 221 | { |
| 222 | MultiplicationEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 223 | } |
| 224 | |
| 225 | TEST_CASE("TosaRefMultiplicationEndtoEndTestInt32") |
| 226 | { |
| 227 | MultiplicationEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 228 | } |
| 229 | |
| 230 | TEST_CASE("TosaRefMultiplicationEndtoEndTestFloat16") |
| 231 | { |
| 232 | MultiplicationEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 233 | } |
Cathal Corbett | 3b9acd5 | 2022-12-09 12:17:27 +0000 | [diff] [blame] | 234 | |
Matthew Sloyan | fc9d5e7 | 2022-12-08 13:38:23 +0000 | [diff] [blame] | 235 | // TransposeConvolution2d |
| 236 | TEST_CASE("TosaRefTransposeConvolution2dEndToEndFloatNhwcTest") |
| 237 | { |
| 238 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 239 | tosaDefaultBackends, armnn::DataLayout::NHWC); |
| 240 | } |
| 241 | |
| 242 | TEST_CASE("TosaRefSimpleTransposeConvolution2dEndToEndFloatNhwcTest") |
| 243 | { |
| 244 | SimpleTransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 245 | tosaDefaultBackends, armnn::DataLayout::NHWC); |
| 246 | } |
| 247 | |
Cathal Corbett | 0bb096d | 2022-12-22 13:09:38 +0000 | [diff] [blame] | 248 | // Transpose |
| 249 | TEST_CASE("TosaRefTransposeEndtoEndTestFloat32") |
| 250 | { |
| 251 | TransposeEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 252 | } |
| 253 | |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 254 | } |