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" |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 17 | #include "backendsCommon/test/SplitterEndToEndTestImpl.hpp" |
Nikhil Raj | 9a33946 | 2022-12-05 11:24:35 +0000 | [diff] [blame] | 18 | #include "backendsCommon/test/SubtractionEndToEndTestImpl.hpp" |
Matthew Sloyan | fc9d5e7 | 2022-12-08 13:38:23 +0000 | [diff] [blame] | 19 | #include "backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp" |
Cathal Corbett | 0bb096d | 2022-12-22 13:09:38 +0000 | [diff] [blame] | 20 | #include "backendsCommon/test/TransposeEndToEndTestImpl.hpp" |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 21 | |
| 22 | #include <doctest/doctest.h> |
| 23 | |
| 24 | TEST_SUITE("TosaRefEndToEnd") |
| 25 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 26 | std::vector<BackendId> tosaDefaultBackends = { "TosaRef" }; |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 27 | |
| 28 | // Addition |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 29 | TEST_CASE("TosaRefAdditionEndtoEndTestFloat32") |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 30 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 31 | AdditionEndToEnd<DataType::Float32>(tosaDefaultBackends); |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 32 | } |
| 33 | |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 34 | TEST_CASE("TosaRefAdditionEndtoEndTestInt32") |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 35 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 36 | AdditionEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 37 | } |
| 38 | |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 39 | TEST_CASE("TosaRefAdditionEndtoEndTestFloat16") |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 40 | { |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 41 | AdditionEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 42 | } |
| 43 | |
Kevin May | 5b58e31 | 2022-12-15 10:15:21 +0000 | [diff] [blame] | 44 | // Concat |
| 45 | TEST_CASE("TosaRefConcatEndToEndDim0TestFloat32") |
| 46 | { |
| 47 | ConcatDim0EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 48 | } |
| 49 | |
| 50 | TEST_CASE("TosaRefConcatEndToEndDim0TestInt32") |
| 51 | { |
| 52 | ConcatDim0EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 53 | } |
| 54 | |
| 55 | TEST_CASE("TosaRefConcatEndToEndDim1TestFloat32") |
| 56 | { |
| 57 | ConcatDim1EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 58 | } |
| 59 | |
| 60 | TEST_CASE("TosaRefConcatEndToEndDim1TestInt32") |
| 61 | { |
| 62 | ConcatDim1EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 63 | } |
| 64 | |
| 65 | TEST_CASE("TosaRefConcatEndToEndDim2TestFloat32") |
| 66 | { |
| 67 | ConcatDim2EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 68 | } |
| 69 | |
| 70 | TEST_CASE("TosaRefConcatEndToEndDim2TestInt32") |
| 71 | { |
| 72 | ConcatDim2EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 73 | } |
| 74 | |
| 75 | TEST_CASE("TosaRefConcatEndToEndDim3TestFloat32") |
| 76 | { |
| 77 | ConcatDim3EndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 78 | } |
| 79 | |
| 80 | TEST_CASE("TosaRefConcatEndToEndDim3TestInt32") |
| 81 | { |
| 82 | ConcatDim3EndToEnd<armnn::DataType::Signed32>(tosaDefaultBackends); |
| 83 | } |
| 84 | |
Matthew Sloyan | c5fe6e7 | 2022-11-25 16:10:00 +0000 | [diff] [blame] | 85 | // Conv2d |
| 86 | TEST_CASE("TosaRefConv2dEndtoEndTestFloat32") |
| 87 | { |
| 88 | Convolution2dEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC); |
| 89 | } |
| 90 | |
| 91 | TEST_CASE("TosaRefConv2dWithoutBiasEndtoEndTestFloat32") |
| 92 | { |
| 93 | Convolution2dEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, false); |
| 94 | } |
| 95 | |
Cathal Corbett | bd18eab | 2022-11-15 12:56:16 +0000 | [diff] [blame] | 96 | // Average Pool 2D |
| 97 | TEST_CASE("TosaRefAvgPool2DEndtoEndTestFloat32") |
| 98 | { |
| 99 | AvgPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 100 | } |
| 101 | |
| 102 | TEST_CASE("TosaRefAvgPool2DEndtoEndTestFloat16") |
| 103 | { |
| 104 | AvgPool2dEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 105 | } |
| 106 | |
| 107 | TEST_CASE("TosaRefAvgPool2DIgnoreValueEndtoEndTestFloat32") |
| 108 | { |
| 109 | AvgPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends, PaddingMethod::IgnoreValue); |
Matthew Sloyan | 2523b79 | 2022-11-14 10:18:01 +0000 | [diff] [blame] | 110 | } |
| 111 | |
Teresa Charlin | 3fbad94 | 2022-12-15 10:35:37 +0000 | [diff] [blame] | 112 | // Max Pool 2D |
| 113 | TEST_CASE("TosaRefMaxPool2DEndtoEndTestFloat32") |
| 114 | { |
| 115 | MaxPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 116 | } |
| 117 | |
| 118 | TEST_CASE("TosaRefMaxPool2DEndtoEndTestFloat16") |
| 119 | { |
| 120 | MaxPool2dEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 121 | } |
| 122 | |
| 123 | TEST_CASE("TosaRefMaxPool2DIgnoreValueEndtoEndTestFloat32") |
| 124 | { |
| 125 | MaxPool2dEndToEnd<DataType::Float32>(tosaDefaultBackends, PaddingMethod::IgnoreValue); |
| 126 | } |
| 127 | |
Cathal Corbett | b30e655 | 2022-12-07 11:50:50 +0000 | [diff] [blame] | 128 | // Reshape |
| 129 | TEST_CASE("TosaRefReshapeEndtoEndTestFloat32") |
| 130 | { |
| 131 | ReshapeEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 132 | } |
| 133 | |
| 134 | TEST_CASE("TosaRefReshapeEndtoEndTestInt32") |
| 135 | { |
| 136 | ReshapeEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 137 | } |
| 138 | |
| 139 | TEST_CASE("TosaRefReshapeEndtoEndTestFloat16") |
| 140 | { |
| 141 | ReshapeEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 142 | } |
| 143 | |
David Monahan | d7fca09 | 2023-01-12 14:53:34 +0000 | [diff] [blame] | 144 | TEST_CASE("TosaRefRsqrtEndtoEndTestFloat32") |
| 145 | { |
| 146 | ElementwiseUnarySimpleEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, |
| 147 | UnaryOperation::Rsqrt); |
| 148 | } |
| 149 | |
Teresa Charlin | ce65588 | 2023-11-21 15:44:13 +0000 | [diff] [blame] | 150 | // Resize |
| 151 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat32AlignCornersNhwcTest") |
| 152 | { |
| 153 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 154 | } |
| 155 | |
| 156 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat32HalfPixelNhwcTest") |
| 157 | { |
| 158 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 159 | } |
| 160 | |
| 161 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat16AlignCornersNhwcTest") |
| 162 | { |
| 163 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float16>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 164 | } |
| 165 | |
| 166 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndFloat16HalfPixelNhwcTest") |
| 167 | { |
| 168 | ResizeNearestNeighborEndToEnd<armnn::DataType::Float16>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 169 | } |
| 170 | |
| 171 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt8AlignCornersNhwcTest") |
| 172 | { |
| 173 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS8>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 174 | } |
| 175 | |
| 176 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt8HalfPixelNhwcTest") |
| 177 | { |
| 178 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS8>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 179 | } |
| 180 | |
| 181 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt16AlignCornersNhwcTest") |
| 182 | { |
| 183 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(tosaDefaultBackends, armnn::DataLayout::NHWC, true, false); |
| 184 | } |
| 185 | |
| 186 | TEST_CASE("TosaRefResizeNearestNeighborEndToEndInt16HalfPixelNhwcTest") |
| 187 | { |
| 188 | ResizeNearestNeighborEndToEnd<armnn::DataType::QSymmS16>(tosaDefaultBackends, armnn::DataLayout::NHWC, false, true); |
| 189 | } |
| 190 | |
Cathal Corbett | 3b9acd5 | 2022-12-09 12:17:27 +0000 | [diff] [blame] | 191 | // Slice |
| 192 | TEST_CASE("TosaRefSliceEndtoEndTestFloat32") |
| 193 | { |
| 194 | SliceEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 195 | } |
| 196 | |
| 197 | TEST_CASE("TosaRefSliceEndtoEndTestInt32") |
| 198 | { |
| 199 | SliceEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 200 | } |
| 201 | |
| 202 | TEST_CASE("TosaRefSliceEndtoEndTestFloat16") |
| 203 | { |
| 204 | SliceEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 205 | } |
Kevin May | 1bea6be | 2023-12-12 11:18:46 +0000 | [diff] [blame] | 206 | |
| 207 | // Split |
| 208 | TEST_CASE("TosaRefSplit1dEndtoEndTestBoolean") |
| 209 | { |
| 210 | Splitter1dEndToEnd<DataType::Boolean>(tosaDefaultBackends); |
| 211 | } |
| 212 | |
| 213 | TEST_CASE("TosaRefSplit1dEndtoEndTestInt8") |
| 214 | { |
| 215 | Splitter1dEndToEnd<DataType::QSymmS8>(tosaDefaultBackends); |
| 216 | } |
| 217 | |
| 218 | TEST_CASE("TosaRefSplit1dEndtoEndTestSigned16") |
| 219 | { |
| 220 | Splitter1dEndToEnd<DataType::QSymmS16>(tosaDefaultBackends); |
| 221 | } |
| 222 | |
| 223 | TEST_CASE("TosaRefSplit1dEndtoEndTestInt32") |
| 224 | { |
| 225 | Splitter1dEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 226 | } |
| 227 | |
| 228 | TEST_CASE("TosaRefSplit1dEndtoEndTestFloat16") |
| 229 | { |
| 230 | Splitter1dEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 231 | } |
| 232 | |
| 233 | TEST_CASE("TosaRefSplit1dEndToEndFloat32") |
| 234 | { |
| 235 | Splitter1dEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 236 | } |
| 237 | |
| 238 | TEST_CASE("TosaRefSplit2dDim0EndtoEndTestFloat32") |
| 239 | { |
| 240 | Splitter2dDim0EndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 241 | } |
| 242 | |
| 243 | TEST_CASE("TosaRefSplit2dDim1EndtoEndTestFloat32") |
| 244 | { |
| 245 | Splitter2dDim1EndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 246 | } |
| 247 | |
| 248 | TEST_CASE("TosaRefSplit3dDim0EndtoEndTestFloat32") |
| 249 | { |
| 250 | Splitter3dDim0EndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 251 | } |
| 252 | |
| 253 | TEST_CASE("TosaRefSplit3dDim1EndtoEndTestFloat32") |
| 254 | { |
| 255 | Splitter3dDim1EndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 256 | } |
| 257 | |
| 258 | TEST_CASE("TosaRefSplit3dDim1EndtoEndTestFloat16") |
| 259 | { |
| 260 | Splitter3dDim1EndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 261 | } |
| 262 | |
| 263 | TEST_CASE("TosaRefSplit3dDim1EndtoEndTestBoolean") |
| 264 | { |
| 265 | Splitter3dDim1EndToEnd<DataType::Boolean>(tosaDefaultBackends); |
| 266 | } |
| 267 | |
| 268 | TEST_CASE("TosaRefSplit3dDim1EndtoEndTestInt8") |
| 269 | { |
| 270 | Splitter3dDim1EndToEnd<DataType::QSymmS8>(tosaDefaultBackends); |
| 271 | } |
| 272 | |
| 273 | TEST_CASE("TosaRefSplit3dDim1EndtoEndTestSigned16") |
| 274 | { |
| 275 | Splitter3dDim1EndToEnd<DataType::QSymmS16>(tosaDefaultBackends); |
| 276 | } |
| 277 | |
| 278 | TEST_CASE("TosaRefSplit3dDim1EndtoEndTestInt32") |
| 279 | { |
| 280 | Splitter3dDim1EndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 281 | } |
| 282 | |
| 283 | TEST_CASE("TosaRefSplit3dDim2EndtoEndTestInt8") |
| 284 | { |
| 285 | Splitter3dDim2EndToEnd<DataType::QAsymmS8>(tosaDefaultBackends); |
| 286 | } |
| 287 | |
| 288 | TEST_CASE("TosaRefSplit4dDim0EndtoEndTestInt8") |
| 289 | { |
| 290 | Splitter4dDim0EndToEnd<DataType::QSymmS8>(tosaDefaultBackends); |
| 291 | } |
| 292 | |
| 293 | TEST_CASE("TosaRefSplit4dDim1EndtoEndTestInt8") |
| 294 | { |
| 295 | Splitter4dDim1EndToEnd<DataType::QSymmS8>(tosaDefaultBackends); |
| 296 | } |
| 297 | |
| 298 | TEST_CASE("TosaRefSplit4dDim2EndtoEndTestBoolean") |
| 299 | { |
| 300 | Splitter4dDim2EndToEnd<DataType::Boolean>(tosaDefaultBackends); |
| 301 | } |
| 302 | |
| 303 | TEST_CASE("TosaRefSplit4dDim2EndtoEndTestInt8") |
| 304 | { |
| 305 | Splitter4dDim2EndToEnd<DataType::QSymmS8>(tosaDefaultBackends); |
| 306 | } |
| 307 | |
| 308 | TEST_CASE("TosaRefSplit4dDim2EndtoEndTestInt16") |
| 309 | { |
| 310 | Splitter4dDim2EndToEnd<DataType::QSymmS16>(tosaDefaultBackends); |
| 311 | } |
| 312 | |
| 313 | TEST_CASE("TosaRefSplit4dDim2EndtoEndTestInt32") |
| 314 | { |
| 315 | Splitter4dDim2EndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 316 | } |
| 317 | |
| 318 | TEST_CASE("TosaRefSplit4dDim2EndtoEndTestFloat16") |
| 319 | { |
| 320 | Splitter4dDim2EndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 321 | } |
| 322 | |
| 323 | TEST_CASE("TosaRefSplit4dDim3EndtoEndTestInt8") |
| 324 | { |
| 325 | Splitter4dDim3EndToEnd<DataType::QSymmS8>(tosaDefaultBackends); |
| 326 | } |
| 327 | |
| 328 | // Subtraction |
Nikhil Raj | 9a33946 | 2022-12-05 11:24:35 +0000 | [diff] [blame] | 329 | TEST_CASE("TosaRefSubtractionEndtoEndTestFloat32") |
| 330 | { |
| 331 | SubtractionEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 332 | } |
| 333 | |
| 334 | TEST_CASE("TosaRefSubtractionEndtoEndTestInt32") |
| 335 | { |
| 336 | SubtractionEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 337 | } |
| 338 | |
| 339 | TEST_CASE("TosaRefSubtractionEndtoEndTestFloat16") |
| 340 | { |
| 341 | SubtractionEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 342 | } |
| 343 | |
| 344 | TEST_CASE("TosaRefMultiplicationEndtoEndTestFloat32") |
| 345 | { |
| 346 | MultiplicationEndToEnd<DataType::Float32>(tosaDefaultBackends); |
| 347 | } |
| 348 | |
| 349 | TEST_CASE("TosaRefMultiplicationEndtoEndTestInt32") |
| 350 | { |
| 351 | MultiplicationEndToEnd<DataType::Signed32>(tosaDefaultBackends); |
| 352 | } |
| 353 | |
| 354 | TEST_CASE("TosaRefMultiplicationEndtoEndTestFloat16") |
| 355 | { |
| 356 | MultiplicationEndToEndFloat16<DataType::Float16>(tosaDefaultBackends); |
| 357 | } |
Cathal Corbett | 3b9acd5 | 2022-12-09 12:17:27 +0000 | [diff] [blame] | 358 | |
Matthew Sloyan | fc9d5e7 | 2022-12-08 13:38:23 +0000 | [diff] [blame] | 359 | // TransposeConvolution2d |
| 360 | TEST_CASE("TosaRefTransposeConvolution2dEndToEndFloatNhwcTest") |
| 361 | { |
| 362 | TransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 363 | tosaDefaultBackends, armnn::DataLayout::NHWC); |
| 364 | } |
| 365 | |
| 366 | TEST_CASE("TosaRefSimpleTransposeConvolution2dEndToEndFloatNhwcTest") |
| 367 | { |
| 368 | SimpleTransposeConvolution2dEndToEnd<armnn::DataType::Float32, armnn::DataType::Float32>( |
| 369 | tosaDefaultBackends, armnn::DataLayout::NHWC); |
| 370 | } |
| 371 | |
Cathal Corbett | 0bb096d | 2022-12-22 13:09:38 +0000 | [diff] [blame] | 372 | // Transpose |
| 373 | TEST_CASE("TosaRefTransposeEndtoEndTestFloat32") |
| 374 | { |
| 375 | TransposeEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends); |
| 376 | } |
| 377 | |
Ryan OShea | 3c2795a | 2022-11-03 17:51:52 +0000 | [diff] [blame] | 378 | } |