Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 1 | /* |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame^] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h" |
| 25 | #include "arm_compute/core/Types.h" |
| 26 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
| 27 | #include "arm_compute/runtime/CL/CLTensor.h" |
| 28 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 29 | #include "tests/CL/CLAccessor.h" |
| 30 | #include "tests/CL/Helper.h" |
| 31 | #include "tests/PaddingCalculator.h" |
| 32 | #include "tests/datasets/ShapeDatasets.h" |
| 33 | #include "tests/framework/Asserts.h" |
| 34 | #include "tests/framework/Macros.h" |
| 35 | #include "tests/framework/datasets/Datasets.h" |
| 36 | #include "tests/validation/Validation.h" |
| 37 | #include "tests/validation/fixtures/GEMMReshapeLHSMatrixFixture.h" |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 45 | using namespace arm_compute::misc::shape_calculator; |
| 46 | |
| 47 | // Initialize the output tensor with zero and fill the border with zero |
| 48 | using CLGEMMReshapeLHSMatrix = CLSynthetizeFunctionInitOutputWithZeroAndWithZeroConstantBorder<CLGEMMReshapeLHSMatrixKernel, 16>; |
| 49 | |
| 50 | template <typename T> |
| 51 | using CLGEMMReshapeLHSMatrixFixture = GEMMReshapeLHSMatrixValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, T, false>; |
| 52 | |
| 53 | // Fixture to use when the input has to be reinterpreted as 3D |
| 54 | template <typename T> |
| 55 | using CLGEMMReshapeLHSMatrix3DFixture = GEMMReshapeLHSMatrixValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, T, true>; |
| 56 | |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 57 | // *INDENT-OFF* |
| 58 | // clang-format off |
| 59 | /** Data types */ |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 60 | |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 61 | namespace |
| 62 | { |
| 63 | const auto data_types = framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 }); |
| 64 | |
| 65 | /** Batch size values to test */ |
| 66 | const auto b_values = framework::dataset::make("batchsize", 1, 3); |
| 67 | |
| 68 | /** M0 values to test - Precommit */ |
| 69 | const auto m0_values_precommit = framework::dataset::make("M0", { 2, 4, 5 }); |
| 70 | |
| 71 | /** K0 values to test - Precommit */ |
| 72 | const auto k0_values_precommit = framework::dataset::make("K0", { 2, 4 }); |
| 73 | |
| 74 | /** M0 values to test - Precommit */ |
| 75 | const auto m0_values_nightly = framework::dataset::make("M0", 2, 9); |
| 76 | |
| 77 | /** K0 values to test - Precommit */ |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame^] | 78 | const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8, 16 }); |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 79 | |
| 80 | /** V0 values to test */ |
| 81 | const auto v0_values = framework::dataset::make("V0", 1, 4); |
| 82 | |
| 83 | /** Interleave values to test */ |
| 84 | const auto i_values = framework::dataset::make("interleave", { true, false }); |
| 85 | |
| 86 | /** Transpose values to test */ |
| 87 | const auto t_values = framework::dataset::make("transpose", { true, false }); |
| 88 | |
| 89 | /** Configuration test */ |
| 90 | void validate_configuration(TensorShape shape_in, unsigned int b_value, DataType data_type, unsigned int m0_value, unsigned int k0_value, unsigned int v0_value, bool i_value, bool t_value, bool reinterpret_input_as_3d) |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 91 | { |
| 92 | GEMMLHSMatrixInfo lhs_info; |
| 93 | lhs_info.m0 = m0_value; |
| 94 | lhs_info.k0 = k0_value; |
| 95 | lhs_info.v0 = v0_value; |
| 96 | lhs_info.interleave = i_value; |
| 97 | lhs_info.transpose = t_value; |
| 98 | |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 99 | TensorShape shape_src = shape_in; |
| 100 | shape_src.set(shape_src.num_dimensions(), b_value); |
| 101 | |
| 102 | const TensorShape shape_dst = compute_lhs_reshaped_shape(TensorInfo(shape_src, 1, data_type), lhs_info, reinterpret_input_as_3d); |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 103 | |
| 104 | // Create tensors |
| 105 | CLTensor src = create_tensor<CLTensor>(shape_src, data_type); |
| 106 | CLTensor dst = create_tensor<CLTensor>(shape_dst, data_type); |
| 107 | |
| 108 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 109 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 110 | |
| 111 | // Create and configure function |
| 112 | CLGEMMReshapeLHSMatrixKernel reshape_lhs; |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 113 | reshape_lhs.configure(&src, &dst, lhs_info, reinterpret_input_as_3d); |
| 114 | } |
| 115 | } // namespace |
| 116 | |
| 117 | TEST_SUITE(CL) |
| 118 | TEST_SUITE(GEMMReshapeLHSMatrix) |
| 119 | |
| 120 | DATA_TEST_CASE(ConfigurationSmall, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), |
| 121 | b_values), |
| 122 | data_types), |
| 123 | m0_values_precommit), |
| 124 | k0_values_precommit), |
| 125 | v0_values), |
| 126 | i_values), |
| 127 | t_values), |
| 128 | shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) |
| 129 | { |
| 130 | validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, false); |
| 131 | } |
| 132 | |
| 133 | DATA_TEST_CASE(ConfigurationLarge, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), |
| 134 | b_values), |
| 135 | data_types), |
| 136 | m0_values_nightly), |
| 137 | k0_values_nightly), |
| 138 | v0_values), |
| 139 | i_values), |
| 140 | t_values), |
| 141 | shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) |
| 142 | { |
| 143 | validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, false); |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 144 | } |
| 145 | |
| 146 | TEST_SUITE(S32) |
| 147 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrixFixture<int>, framework::DatasetMode::ALL, |
| 148 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), |
| 149 | b_values), |
| 150 | framework::dataset::make("DataType", DataType::S32)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 151 | m0_values_precommit), |
| 152 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 153 | v0_values), |
| 154 | i_values), |
| 155 | t_values)) |
| 156 | { |
| 157 | // Validate output |
| 158 | validate(CLAccessor(_target), _reference); |
| 159 | } |
| 160 | |
| 161 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrixFixture<int>, framework::DatasetMode::NIGHTLY, |
| 162 | combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), |
| 163 | b_values), |
| 164 | framework::dataset::make("DataType", DataType::S32)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 165 | m0_values_nightly), |
| 166 | k0_values_nightly), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 167 | v0_values), |
| 168 | i_values), |
| 169 | t_values)) |
| 170 | { |
| 171 | // Validate output |
| 172 | validate(CLAccessor(_target), _reference); |
| 173 | } |
| 174 | TEST_SUITE_END() // S32 |
| 175 | |
| 176 | TEST_SUITE(S16) |
| 177 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrixFixture<short>, framework::DatasetMode::ALL, |
| 178 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), |
| 179 | b_values), |
| 180 | framework::dataset::make("DataType", DataType::S16)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 181 | m0_values_precommit), |
| 182 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 183 | v0_values), |
| 184 | i_values), |
| 185 | t_values)) |
| 186 | { |
| 187 | // Validate output |
| 188 | validate(CLAccessor(_target), _reference); |
| 189 | } |
| 190 | |
| 191 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrixFixture<short>, framework::DatasetMode::NIGHTLY, |
| 192 | combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), |
| 193 | b_values), |
| 194 | framework::dataset::make("DataType", DataType::S16)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 195 | m0_values_nightly), |
| 196 | k0_values_nightly), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 197 | v0_values), |
| 198 | i_values), |
| 199 | t_values)) |
| 200 | { |
| 201 | // Validate output |
| 202 | validate(CLAccessor(_target), _reference); |
| 203 | } |
| 204 | TEST_SUITE_END() // S16 |
| 205 | |
| 206 | TEST_SUITE(S8) |
| 207 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrixFixture<char>, framework::DatasetMode::ALL, |
| 208 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), |
| 209 | b_values), |
| 210 | framework::dataset::make("DataType", DataType::S8)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 211 | m0_values_precommit), |
| 212 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 213 | v0_values), |
| 214 | i_values), |
| 215 | t_values)) |
| 216 | { |
| 217 | // Validate output |
| 218 | validate(CLAccessor(_target), _reference); |
| 219 | } |
| 220 | |
| 221 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrixFixture<char>, framework::DatasetMode::NIGHTLY, |
| 222 | combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), |
| 223 | b_values), |
| 224 | framework::dataset::make("DataType", DataType::S8)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 225 | m0_values_nightly), |
| 226 | k0_values_nightly), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 227 | v0_values), |
| 228 | i_values), |
| 229 | t_values)) |
| 230 | { |
| 231 | // Validate output |
| 232 | validate(CLAccessor(_target), _reference); |
| 233 | } |
| 234 | TEST_SUITE_END() // S8 |
| 235 | |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 236 | TEST_SUITE(ReinterpretInputAs3D) |
| 237 | DATA_TEST_CASE(ConfigurationSmall, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 238 | b_values), |
| 239 | data_types), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 240 | m0_values_precommit), |
| 241 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 242 | v0_values), |
| 243 | i_values), |
| 244 | t_values), |
| 245 | shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) |
| 246 | { |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 247 | validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, true); |
| 248 | } |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 249 | |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 250 | DATA_TEST_CASE(ConfigurationLarge, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), |
| 251 | b_values), |
| 252 | data_types), |
| 253 | m0_values_nightly), |
| 254 | k0_values_nightly), |
| 255 | v0_values), |
| 256 | i_values), |
| 257 | t_values), |
| 258 | shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) |
| 259 | { |
| 260 | validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, true); |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 261 | } |
| 262 | |
| 263 | TEST_SUITE(S32) |
| 264 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrix3DFixture<int>, framework::DatasetMode::ALL, |
| 265 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), |
| 266 | b_values), |
| 267 | framework::dataset::make("DataType", DataType::S32)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 268 | m0_values_precommit), |
| 269 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 270 | v0_values), |
| 271 | i_values), |
| 272 | t_values)) |
| 273 | { |
| 274 | // Validate output |
| 275 | validate(CLAccessor(_target), _reference); |
| 276 | } |
| 277 | |
| 278 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrix3DFixture<int>, framework::DatasetMode::NIGHTLY, |
| 279 | combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), |
| 280 | b_values), |
| 281 | framework::dataset::make("DataType", DataType::S32)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 282 | m0_values_nightly), |
| 283 | k0_values_nightly), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 284 | v0_values), |
| 285 | i_values), |
| 286 | t_values)) |
| 287 | { |
| 288 | // Validate output |
| 289 | validate(CLAccessor(_target), _reference); |
| 290 | } |
| 291 | TEST_SUITE_END() // S32 |
| 292 | |
| 293 | TEST_SUITE(S16) |
| 294 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrix3DFixture<short>, framework::DatasetMode::ALL, |
| 295 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), |
| 296 | b_values), |
| 297 | framework::dataset::make("DataType", DataType::S16)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 298 | m0_values_precommit), |
| 299 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 300 | v0_values), |
| 301 | i_values), |
| 302 | t_values)) |
| 303 | { |
| 304 | // Validate output |
| 305 | validate(CLAccessor(_target), _reference); |
| 306 | } |
| 307 | |
| 308 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrix3DFixture<short>, framework::DatasetMode::NIGHTLY, |
| 309 | combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), |
| 310 | b_values), |
| 311 | framework::dataset::make("DataType", DataType::S16)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 312 | m0_values_nightly), |
| 313 | k0_values_nightly), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 314 | v0_values), |
| 315 | i_values), |
| 316 | t_values)) |
| 317 | { |
| 318 | // Validate output |
| 319 | validate(CLAccessor(_target), _reference); |
| 320 | } |
| 321 | TEST_SUITE_END() // S16 |
| 322 | |
| 323 | TEST_SUITE(S8) |
| 324 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrix3DFixture<char>, framework::DatasetMode::ALL, |
| 325 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), |
| 326 | b_values), |
| 327 | framework::dataset::make("DataType", DataType::S8)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 328 | m0_values_precommit), |
| 329 | k0_values_precommit), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 330 | v0_values), |
| 331 | i_values), |
| 332 | t_values)) |
| 333 | { |
| 334 | // Validate output |
| 335 | validate(CLAccessor(_target), _reference); |
| 336 | } |
| 337 | |
| 338 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrix3DFixture<char>, framework::DatasetMode::NIGHTLY, |
| 339 | combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), |
| 340 | b_values), |
| 341 | framework::dataset::make("DataType", DataType::S8)), |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 342 | m0_values_nightly), |
| 343 | k0_values_nightly), |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 344 | v0_values), |
| 345 | i_values), |
| 346 | t_values)) |
| 347 | { |
| 348 | // Validate output |
| 349 | validate(CLAccessor(_target), _reference); |
| 350 | } |
| 351 | TEST_SUITE_END() // S8 |
Gian Marco Iodice | 08ddd7b | 2018-12-19 10:01:18 +0000 | [diff] [blame] | 352 | TEST_SUITE_END() // ReinterpretInputAs3D |
Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 353 | TEST_SUITE_END() // GEMMReshapeLHSMatrix |
| 354 | TEST_SUITE_END() // CL |
| 355 | } // namespace validation |
| 356 | } // namespace test |
| 357 | } // namespace arm_compute |