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