Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +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 | bf9731e | 2018-12-12 10:18:04 +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/CLGEMMMatrixMultiplyReshapedKernel.h" |
| 25 | #include "arm_compute/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h" |
| 26 | #include "arm_compute/core/CL/kernels/CLGEMMReshapeRHSMatrixKernel.h" |
| 27 | #include "arm_compute/core/Types.h" |
| 28 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
| 29 | #include "arm_compute/runtime/CL/CLTensor.h" |
| 30 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 31 | #include "tests/CL/CLAccessor.h" |
| 32 | #include "tests/CL/Helper.h" |
| 33 | #include "tests/PaddingCalculator.h" |
| 34 | #include "tests/datasets/ShapeDatasets.h" |
| 35 | #include "tests/framework/Asserts.h" |
| 36 | #include "tests/framework/Macros.h" |
| 37 | #include "tests/framework/datasets/Datasets.h" |
| 38 | #include "tests/validation/Validation.h" |
| 39 | #include "tests/validation/fixtures/GEMMFixture.h" |
| 40 | |
| 41 | namespace arm_compute |
| 42 | { |
| 43 | namespace test |
| 44 | { |
| 45 | namespace validation |
| 46 | { |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 47 | using namespace arm_compute::misc::shape_calculator; |
| 48 | |
| 49 | // Create function for CLGEMMReshapeLHSMatrixKernel |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 50 | using CLGEMMReshapeLHSMatrix = CLSynthetizeFunction<CLGEMMReshapeLHSMatrixKernel>; |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 51 | |
| 52 | // Create function for CLGEMMReshapeRHSMatrixKernel |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 53 | using CLGEMMReshapeRHSMatrix = CLSynthetizeFunction<CLGEMMReshapeRHSMatrixKernel>; |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 54 | |
| 55 | // Create function for CLGEMMMatrixMultiplyReshapedKernel |
| 56 | using CLGEMMMatrixMultiplyReshaped = CLSynthetizeFunction<CLGEMMMatrixMultiplyReshapedKernel>; |
| 57 | |
| 58 | // Fixture for CLGEMMMatrixMultiplyReshaped |
| 59 | template <typename T> |
| 60 | using CLGEMMMatrixMultiplyReshapedFixture = GEMMMatrixMultiplyReshapedValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshaped>; |
| 61 | |
| 62 | // Fixture for CLGEMMMatrixMultiplyReshaped3D |
| 63 | template <typename T> |
| 64 | using CLGEMMMatrixMultiplyReshaped3DFixture = GEMMMatrixMultiplyReshaped3DValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshaped>; |
| 65 | |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 66 | namespace |
| 67 | { |
| 68 | // *INDENT-OFF* |
| 69 | // clang-format off |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 70 | RelativeTolerance<float> rel_tolerance_f32(0.001f); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 71 | constexpr float abs_tolerance_f32(0.0001f); |
| 72 | |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 73 | RelativeTolerance<half> rel_tolerance_f16(half(0.2)); |
| 74 | constexpr float tolerance_num_f16 = 0.02f; |
| 75 | |
| 76 | /** Alpha values to test - Precommit */ |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 77 | const auto a_values = framework::dataset::make("alpha", {1.0f, -0.75f} ); |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 78 | |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 79 | /** M values to test */ |
| 80 | const auto m_values = framework::dataset::make("M", 37); |
| 81 | |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 82 | /** M_W values to test */ |
| 83 | const auto m_w_values = framework::dataset::make("M_W", 5); |
| 84 | |
| 85 | /** M_H values to test */ |
| 86 | const auto m_h_values = framework::dataset::make("M_H", 7); |
| 87 | |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 88 | /** N values to test */ |
| 89 | const auto n_values = framework::dataset::make("N", 51); |
| 90 | |
| 91 | /** K values to test */ |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 92 | const auto k_values = framework::dataset::make("K", 23); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 93 | |
| 94 | /** Batch size values to test */ |
| 95 | const auto b_values = framework::dataset::make("batch_size", 1, 3); |
| 96 | |
| 97 | /** M0 values to test - Precommit */ |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 98 | const auto m0_values_precommit = framework::dataset::make("M0", {4, 6}); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 99 | |
| 100 | /** N0 values to test - Precommit */ |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 101 | const auto n0_values_precommit = framework::dataset::make("N0", { 2, 4 }); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 102 | |
| 103 | /** K0 values to test - Precommit */ |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 104 | const auto k0_values_precommit = framework::dataset::make("K0", { 4 }); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 105 | |
| 106 | /** V0 values to test - Precommit */ |
| 107 | const auto v0_values_precommit = framework::dataset::make("V0", 1, 3); |
| 108 | |
| 109 | /** H0 values to test - Precommit */ |
| 110 | const auto h0_values_precommit = framework::dataset::make("H0", 1, 3); |
| 111 | |
| 112 | /** M0 values to test - Nightly */ |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 113 | const auto m0_values_nightly = framework::dataset::make("M0", 2, 7); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 114 | |
| 115 | /** N0 values to test - Nightly */ |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 116 | const auto n0_values_nightly = framework::dataset::make("N0", { 2, 3, 4, 8 }); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 117 | |
| 118 | /** K0 values to test - Nightly */ |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 119 | const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8 }); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 120 | |
| 121 | /** V0 values to test - Nightly */ |
| 122 | const auto v0_values_nightly = framework::dataset::make("V0", 1, 4); |
| 123 | |
| 124 | /** H0 values to test - Nightly */ |
| 125 | const auto h0_values_nightly = framework::dataset::make("H0", 1, 4); |
| 126 | |
| 127 | /** Interleave values to test with LHS matrix */ |
| 128 | const auto i_values_lhs = framework::dataset::make("interleave_lhs", { true, false }); |
| 129 | |
| 130 | /** Interleave values to test with RHS matrix */ |
| 131 | const auto i_values_rhs = framework::dataset::make("interleave_rhs", { true, false }); |
| 132 | |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 133 | /** Configuration test */ |
| 134 | void validate_configuration(unsigned int m_value, unsigned int n_value, unsigned int k_value, unsigned int b_value, unsigned int m0_value, unsigned int n0_value, unsigned int k0_value, unsigned int v0_value, unsigned int h0_value, bool i_value_lhs, bool i_value_rhs, DataType data_type) |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 135 | { |
| 136 | const unsigned int M = m_value; |
| 137 | const unsigned int N = n_value; |
| 138 | const unsigned int K = k_value; |
| 139 | |
| 140 | GEMMLHSMatrixInfo lhs_info; |
| 141 | lhs_info.m0 = m0_value; |
| 142 | lhs_info.k0 = k0_value; |
| 143 | lhs_info.v0 = v0_value; |
| 144 | lhs_info.interleave = i_value_lhs; |
| 145 | lhs_info.transpose = false; |
| 146 | |
| 147 | GEMMRHSMatrixInfo rhs_info; |
| 148 | rhs_info.n0 = n0_value; |
| 149 | rhs_info.k0 = k0_value; |
| 150 | rhs_info.h0 = h0_value; |
| 151 | rhs_info.interleave = i_value_rhs; |
| 152 | rhs_info.transpose = true; |
| 153 | |
| 154 | GEMMReshapeInfo gemm_info(M, N, K); |
| 155 | |
| 156 | const TensorShape lhs_shape(K, M, b_value); |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 157 | const TensorShape lhs_shape_reshaped = compute_lhs_reshaped_shape(TensorInfo(lhs_shape, 1, data_type), |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 158 | lhs_info, |
| 159 | false); |
| 160 | |
| 161 | const TensorShape rhs_shape(N, K, b_value); |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 162 | const TensorShape rhs_shape_reshaped = compute_rhs_reshaped_shape(TensorInfo(rhs_shape, 1, data_type), |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 163 | rhs_info); |
| 164 | |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 165 | const TensorShape dst_shape = compute_mm_shape(TensorInfo(lhs_shape_reshaped, 1, data_type), |
| 166 | TensorInfo(rhs_shape_reshaped, 1, data_type), |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 167 | gemm_info); |
| 168 | |
| 169 | // Create tensors |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 170 | CLTensor lhs_reshaped = create_tensor<CLTensor>(lhs_shape_reshaped, data_type); |
| 171 | CLTensor rhs_reshaped = create_tensor<CLTensor>(rhs_shape_reshaped, data_type); |
| 172 | CLTensor dst = create_tensor<CLTensor>(dst_shape, data_type); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 173 | |
| 174 | ARM_COMPUTE_EXPECT(lhs_reshaped.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 175 | ARM_COMPUTE_EXPECT(rhs_reshaped.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 176 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 177 | |
| 178 | // Create and configure function |
| 179 | CLGEMMMatrixMultiplyReshaped gemm; |
| 180 | gemm.configure(&lhs_reshaped, &rhs_reshaped, &dst, 1.0f, lhs_info, rhs_info, gemm_info); |
| 181 | } |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 182 | } // namespace |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 183 | |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 184 | TEST_SUITE(CL) |
| 185 | TEST_SUITE(GEMMMatrixMultiplyReshaped) |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 186 | TEST_SUITE(Float) |
| 187 | TEST_SUITE(FP32) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 188 | DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 189 | m_values, |
| 190 | n_values), |
| 191 | k_values), |
| 192 | framework::dataset::make("batch_size", 1)), |
| 193 | m0_values_precommit), |
| 194 | n0_values_precommit), |
| 195 | k0_values_precommit), |
| 196 | v0_values_precommit), |
| 197 | h0_values_precommit), |
| 198 | i_values_lhs), |
| 199 | i_values_rhs), |
| 200 | m_value, n_value, k_value, b_value, m0_value, n0_value, k0_value, v0_value, h0_value, i_value_lhs, i_value_rhs) |
| 201 | { |
| 202 | validate_configuration(m_value, n_value, k_value, b_value, m0_value, n0_value, k0_value, v0_value, h0_value, i_value_lhs, i_value_rhs, DataType::F32); |
| 203 | } |
| 204 | |
| 205 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedFixture<float>, framework::DatasetMode::ALL, |
| 206 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 207 | m_values, |
| 208 | n_values), |
| 209 | k_values), |
| 210 | b_values), |
| 211 | m0_values_precommit), |
| 212 | n0_values_precommit), |
| 213 | k0_values_precommit), |
| 214 | v0_values_precommit), |
| 215 | h0_values_precommit), |
| 216 | i_values_lhs), |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 217 | i_values_rhs), |
| 218 | framework::dataset::make("DataType", DataType::F32)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 219 | a_values)) |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 220 | { |
| 221 | // Validate output |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 222 | validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 223 | } |
| 224 | |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 225 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMMatrixMultiplyReshapedFixture<float>, framework::DatasetMode::NIGHTLY, |
| 226 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 227 | m_values, |
| 228 | n_values), |
| 229 | k_values), |
| 230 | b_values), |
| 231 | m0_values_nightly), |
| 232 | n0_values_nightly), |
| 233 | k0_values_nightly), |
| 234 | v0_values_nightly), |
| 235 | h0_values_nightly), |
| 236 | i_values_lhs), |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 237 | i_values_rhs), |
| 238 | framework::dataset::make("DataType", DataType::F32)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 239 | a_values)) |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 240 | { |
| 241 | // Validate output |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 242 | validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 243 | } |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 244 | |
| 245 | FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMMatrixMultiplyReshaped3DFixture<float>, framework::DatasetMode::ALL, |
| 246 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 247 | m_w_values, |
| 248 | m_h_values), |
| 249 | n_values), |
| 250 | k_values), |
| 251 | b_values), |
| 252 | m0_values_precommit), |
| 253 | n0_values_precommit), |
| 254 | k0_values_precommit), |
| 255 | v0_values_precommit), |
| 256 | h0_values_precommit), |
| 257 | i_values_lhs), |
| 258 | i_values_rhs), |
| 259 | framework::dataset::make("DataType", DataType::F32)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 260 | a_values)) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 261 | { |
| 262 | // Validate output |
| 263 | validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); |
| 264 | } |
| 265 | |
| 266 | FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMMatrixMultiplyReshaped3DFixture<float>, framework::DatasetMode::NIGHTLY, |
| 267 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 268 | m_w_values, |
| 269 | m_h_values), |
| 270 | n_values), |
| 271 | k_values), |
| 272 | b_values), |
| 273 | m0_values_nightly), |
| 274 | n0_values_nightly), |
| 275 | k0_values_nightly), |
| 276 | v0_values_nightly), |
| 277 | h0_values_nightly), |
| 278 | i_values_lhs), |
| 279 | i_values_rhs), |
| 280 | framework::dataset::make("DataType", DataType::F32)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 281 | a_values)) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 282 | { |
| 283 | // Validate output |
| 284 | validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); |
| 285 | } |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 286 | TEST_SUITE_END() // FP32 |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 287 | |
| 288 | TEST_SUITE(FP16) |
| 289 | FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedFixture<half>, framework::DatasetMode::ALL, |
| 290 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 291 | m_values, |
| 292 | n_values), |
| 293 | k_values), |
| 294 | b_values), |
| 295 | m0_values_precommit), |
| 296 | n0_values_precommit), |
| 297 | k0_values_precommit), |
| 298 | v0_values_precommit), |
| 299 | h0_values_precommit), |
| 300 | i_values_lhs), |
| 301 | i_values_rhs), |
| 302 | framework::dataset::make("DataType", DataType::F16)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 303 | a_values)) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 304 | { |
| 305 | // Validate output |
| 306 | validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16); |
| 307 | } |
| 308 | |
| 309 | FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMMatrixMultiplyReshapedFixture<half>, framework::DatasetMode::NIGHTLY, |
| 310 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 311 | m_values, |
| 312 | n_values), |
| 313 | k_values), |
| 314 | b_values), |
| 315 | m0_values_nightly), |
| 316 | n0_values_nightly), |
| 317 | k0_values_nightly), |
| 318 | v0_values_nightly), |
| 319 | h0_values_nightly), |
| 320 | i_values_lhs), |
| 321 | i_values_rhs), |
| 322 | framework::dataset::make("DataType", DataType::F16)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 323 | a_values)) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 324 | { |
| 325 | // Validate output |
| 326 | validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16); |
| 327 | } |
| 328 | |
| 329 | FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMMatrixMultiplyReshaped3DFixture<half>, framework::DatasetMode::ALL, |
| 330 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 331 | m_w_values, |
| 332 | m_h_values), |
| 333 | n_values), |
| 334 | k_values), |
| 335 | b_values), |
| 336 | m0_values_precommit), |
| 337 | n0_values_precommit), |
| 338 | k0_values_precommit), |
| 339 | v0_values_precommit), |
| 340 | h0_values_precommit), |
| 341 | i_values_lhs), |
| 342 | i_values_rhs), |
| 343 | framework::dataset::make("DataType", DataType::F16)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 344 | a_values)) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 345 | { |
| 346 | // Validate output |
| 347 | validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16); |
| 348 | } |
| 349 | |
| 350 | FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMMatrixMultiplyReshaped3DFixture<half>, framework::DatasetMode::NIGHTLY, |
| 351 | combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( |
| 352 | m_w_values, |
| 353 | m_h_values), |
| 354 | n_values), |
| 355 | k_values), |
| 356 | b_values), |
| 357 | m0_values_nightly), |
| 358 | n0_values_nightly), |
| 359 | k0_values_nightly), |
| 360 | v0_values_nightly), |
| 361 | h0_values_nightly), |
| 362 | i_values_lhs), |
| 363 | i_values_rhs), |
| 364 | framework::dataset::make("DataType", DataType::F16)), |
Gian Marco Iodice | bacfec5 | 2019-01-11 11:30:55 +0000 | [diff] [blame] | 365 | a_values)) |
Gian Marco Iodice | 9382ab3 | 2018-12-17 15:12:07 +0000 | [diff] [blame] | 366 | { |
| 367 | // Validate output |
| 368 | validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16); |
| 369 | } |
| 370 | TEST_SUITE_END() // FP16 |
| 371 | TEST_SUITE_END() // Float |
Gian Marco Iodice | bf9731e | 2018-12-12 10:18:04 +0000 | [diff] [blame] | 372 | TEST_SUITE_END() // GEMMMatrixMulipltyReshaped |
| 373 | TEST_SUITE_END() // CL |
| 374 | } // namespace validation |
| 375 | } // namespace test |
| 376 | } // namespace arm_compute |