1 /*
2 * Copyright (c) 2019-2020 Arm Limited.
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/Types.h"
25 #include "arm_compute/core/utils/misc/ShapeCalculator.h"
26 #include "src/core/CL/kernels/CLGEMMLowpMatrixMultiplyReshapedKernel.h"
27 #include "src/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h"
28 #include "src/core/CL/kernels/CLGEMMReshapeRHSMatrixKernel.h"
29 #include "tests/CL/CLAccessor.h"
30 #include "tests/CL/Helper.h"
31 #include "tests/framework/Asserts.h"
32 #include "tests/framework/Macros.h"
33 #include "tests/framework/datasets/Datasets.h"
34 #include "tests/validation/Validation.h"
35 #include "tests/validation/fixtures/GEMMLowpFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 using namespace arm_compute::misc::shape_calculator;
44
45 // Create function for CLGEMMReshapeLHSMatrixKernel
46 using CLGEMMReshapeLHSMatrix = CLSynthetizeFunction<CLGEMMReshapeLHSMatrixKernel>;
47
48 // Create function for CLGEMMReshapeRHSMatrixKernel
49 using CLGEMMReshapeRHSMatrix = CLSynthetizeFunction<CLGEMMReshapeRHSMatrixKernel>;
50
51 // Create function for CLGEMMMatrixMultiplyReshapedKernel
52 using CLGEMMLowpMatrixMultiplyReshaped = CLSynthetizeFunction<CLGEMMLowpMatrixMultiplyReshapedKernel>;
53
54 // Fixture for CLGEMMLowpMatrixMultiplyReshaped
55 using CLGEMMLowpMatrixMultiplyReshapedFixture = GEMMLowpMatrixMultiplyReshapedValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshaped>;
56
57 // Fixture for CLGEMMMatrixMultiplyReshaped3D
58 using CLGEMMLowpMatrixMultiplyReshaped3DFixture =
59 GEMMLowpMatrixMultiplyReshaped3DValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshaped>;
60
61 namespace
62 {
63 // *INDENT-OFF*
64 // clang-format off
65 /** M values to test */
66 const auto m_values = framework::dataset::make("M", 37);
67
68 /** M_W values to test */
69 const auto m_w_values = framework::dataset::make("M_W", 5);
70
71 /** M_H values to test */
72 const auto m_h_values = framework::dataset::make("M_H", 7);
73
74 /** N values to test */
75 const auto n_values = framework::dataset::make("N", 51);
76
77 /** K values to test */
78 const auto k_values = framework::dataset::make("K", 23);
79
80 /** Batch size values to test */
81 const auto b_values = framework::dataset::make("batch_size", 1, 3);
82
83 /** M0 values to test - Precommit */
84 const auto m0_values_precommit_1 = framework::dataset::make("M0", { 4 });
85 const auto m0_values_precommit_2 = framework::dataset::make("M0", { 6 });
86
87 /** N0 values to test - Precommit */
88 const auto n0_values_precommit = framework::dataset::make("N0", { 4 });
89
90 /** K0 values to test - Precommit */
91 const auto k0_values_precommit = framework::dataset::make("K0", { 16 });
92
93 /** V0 values to test - Precommit */
94 const auto v0_values_precommit = framework::dataset::make("V0", 1, 3);
95
96 /** H0 values to test - Precommit */
97 const auto h0_values_precommit = framework::dataset::make("H0", 1, 3);
98
99 /** M0 values to test - Nightly */
100 const auto m0_values_nightly = framework::dataset::make("M0", 2, 7);
101
102 /** N0 values to test - Nightly */
103 const auto n0_values_nightly = framework::dataset::make("N0", { 2, 3, 4, 8 });
104
105 /** K0 values to test - Nightly */
106 const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8, 16 });
107
108 /** V0 values to test - Nightly */
109 const auto v0_values_nightly = framework::dataset::make("V0", 1, 4);
110
111 /** H0 values to test - Nightly */
112 const auto h0_values_nightly = framework::dataset::make("H0", 1, 4);
113
114 /** Interleave values to test with LHS matrix */
115 const auto i_values_lhs = framework::dataset::make("interleave_lhs", { true, false });
116
117 /** Interleave values to test with RHS matrix */
118 const auto i_values_rhs = framework::dataset::make("interleave_rhs", { true, false });
119 } // namespace
120
121 TEST_SUITE(CL)
TEST_SUITE(GEMMLowpMatrixMultiplyReshaped)122 TEST_SUITE(GEMMLowpMatrixMultiplyReshaped)
123
124 TEST_SUITE(QUANTIZED)
125
126 TEST_SUITE(QASYMM8)
127 FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::ALL,
128 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
129 m_values,
130 n_values),
131 k_values),
132 b_values),
133 m0_values_precommit_1),
134 n0_values_precommit),
135 k0_values_precommit),
136 v0_values_precommit),
137 h0_values_precommit),
138 i_values_lhs),
139 i_values_rhs),
140 framework::dataset::make("DataType", { DataType::QASYMM8 })))
141 {
142 // Validate output
143 validate(CLAccessor(_target), _reference);
144 }
145
146 FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::DISABLED,
147 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
148 m_values,
149 n_values),
150 k_values),
151 b_values),
152 m0_values_nightly),
153 n0_values_nightly),
154 k0_values_nightly),
155 v0_values_nightly),
156 h0_values_nightly),
157 i_values_lhs),
158 i_values_rhs),
159 framework::dataset::make("DataType", { DataType::QASYMM8 })))
160 {
161 // Validate output
162 validate(CLAccessor(_target), _reference);
163 }
164
165 FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::ALL,
166 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
167 m_w_values,
168 m_h_values),
169 n_values),
170 k_values),
171 b_values),
172 m0_values_precommit_1),
173 n0_values_precommit),
174 k0_values_precommit),
175 v0_values_precommit),
176 h0_values_precommit),
177 i_values_lhs),
178 i_values_rhs),
179 framework::dataset::make("DataType", { DataType::QASYMM8 })))
180 {
181 // Validate output
182 validate(CLAccessor(_target), _reference);
183 }
184
185 FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::DISABLED,
186 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
187 m_w_values,
188 m_h_values),
189 n_values),
190 k_values),
191 b_values),
192 m0_values_nightly),
193 n0_values_nightly),
194 k0_values_nightly),
195 v0_values_nightly),
196 h0_values_nightly),
197 i_values_lhs),
198 i_values_rhs),
199 framework::dataset::make("DataType", { DataType::QASYMM8 })))
200 {
201 // Validate output
202 validate(CLAccessor(_target), _reference);
203 }
204 TEST_SUITE_END() // QASYMM8
205
TEST_SUITE(QASYMM8_SIGNED)206 TEST_SUITE(QASYMM8_SIGNED)
207 FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::ALL,
208 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
209 m_values,
210 n_values),
211 k_values),
212 b_values),
213 m0_values_precommit_2),
214 n0_values_precommit),
215 k0_values_precommit),
216 v0_values_precommit),
217 h0_values_precommit),
218 i_values_lhs),
219 i_values_rhs),
220 framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })))
221 {
222 // Validate output
223 validate(CLAccessor(_target), _reference);
224 }
225 FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::ALL,
226 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
227 m_w_values,
228 m_h_values),
229 n_values),
230 k_values),
231 b_values),
232 m0_values_precommit_2),
233 n0_values_precommit),
234 k0_values_precommit),
235 v0_values_precommit),
236 h0_values_precommit),
237 i_values_lhs),
238 i_values_rhs),
239 framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })))
240 {
241 // Validate output
242 validate(CLAccessor(_target), _reference);
243 }
244 TEST_SUITE_END() // QASYMM8_SIGNED
245
246 TEST_SUITE_END() // QUANTIZED
247 TEST_SUITE_END() // GEMMLowpMatrixMultiplyReshaped
248 TEST_SUITE_END() // CL
249 } // namespace validation
250 } // namespace test
251 } // namespace arm_compute
252