1*c217d954SCole Faust /*
2*c217d954SCole Faust * Copyright (c) 2019-2021 Arm Limited.
3*c217d954SCole Faust *
4*c217d954SCole Faust * SPDX-License-Identifier: MIT
5*c217d954SCole Faust *
6*c217d954SCole Faust * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust *
13*c217d954SCole Faust * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust * copies or substantial portions of the Software.
15*c217d954SCole Faust *
16*c217d954SCole Faust * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust * SOFTWARE.
23*c217d954SCole Faust */
24*c217d954SCole Faust #include "arm_compute/core/Types.h"
25*c217d954SCole Faust #include "arm_compute/core/utils/misc/ShapeCalculator.h"
26*c217d954SCole Faust #include "src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedKernel.h"
27*c217d954SCole Faust #include "src/gpu/cl/kernels/ClGemmReshapeLhsMatrixKernel.h"
28*c217d954SCole Faust #include "src/gpu/cl/kernels/ClGemmReshapeRhsMatrixKernel.h"
29*c217d954SCole Faust #include "tests/CL/CLAccessor.h"
30*c217d954SCole Faust #include "tests/CL/Helper.h"
31*c217d954SCole Faust #include "tests/framework/Asserts.h"
32*c217d954SCole Faust #include "tests/framework/Macros.h"
33*c217d954SCole Faust #include "tests/framework/datasets/Datasets.h"
34*c217d954SCole Faust #include "tests/validation/Validation.h"
35*c217d954SCole Faust #include "tests/validation/fixtures/GEMMLowpFixture.h"
36*c217d954SCole Faust
37*c217d954SCole Faust namespace arm_compute
38*c217d954SCole Faust {
39*c217d954SCole Faust namespace test
40*c217d954SCole Faust {
41*c217d954SCole Faust namespace validation
42*c217d954SCole Faust {
43*c217d954SCole Faust using namespace arm_compute::misc::shape_calculator;
44*c217d954SCole Faust
45*c217d954SCole Faust // Create function for ClGemmReshapeLhsMatrixKernel
46*c217d954SCole Faust using CLGEMMReshapeLHSMatrix = CLSynthetizeOperator<opencl::kernels::ClGemmReshapeLhsMatrixKernel>;
47*c217d954SCole Faust
48*c217d954SCole Faust // Create function for ClGemmReshapeRhsMatrixKernel
49*c217d954SCole Faust using CLGEMMReshapeRHSMatrix = CLSynthetizeOperator<opencl::kernels::ClGemmReshapeRhsMatrixKernel>;
50*c217d954SCole Faust
51*c217d954SCole Faust // Create function for CLGEMMLowpMatrixMultiplyReshapedKernel
52*c217d954SCole Faust using CLGEMMLowpMatrixMultiplyReshaped = CLSynthetizeOperator<opencl::kernels::ClGemmLowpMatrixMultiplyReshapedKernel>;
53*c217d954SCole Faust
54*c217d954SCole Faust // Fixture for CLGEMMLowpMatrixMultiplyReshaped
55*c217d954SCole Faust using CLGEMMLowpMatrixMultiplyReshapedFixture = GEMMLowpMatrixMultiplyReshapedValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshaped>;
56*c217d954SCole Faust
57*c217d954SCole Faust // Fixture for CLGEMMMatrixMultiplyReshaped3D
58*c217d954SCole Faust using CLGEMMLowpMatrixMultiplyReshaped3DFixture =
59*c217d954SCole Faust GEMMLowpMatrixMultiplyReshaped3DValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshaped>;
60*c217d954SCole Faust
61*c217d954SCole Faust namespace
62*c217d954SCole Faust {
63*c217d954SCole Faust // *INDENT-OFF*
64*c217d954SCole Faust // clang-format off
65*c217d954SCole Faust
66*c217d954SCole Faust /** M, N combinations to test
67*c217d954SCole Faust * 1: Special 1x1 case
68*c217d954SCole Faust * 2: Special multples of processor size in both dimensions
69*c217d954SCole Faust * 3: Non multiples of processor size in both dimensions
70*c217d954SCole Faust */
71*c217d954SCole Faust const auto m_n_values = zip(
72*c217d954SCole Faust framework::dataset::make("M", {1, 16, 37}),
73*c217d954SCole Faust framework::dataset::make("N", {1, 16, 51})
74*c217d954SCole Faust );
75*c217d954SCole Faust
76*c217d954SCole Faust /** M values to test */
77*c217d954SCole Faust const auto m_values = framework::dataset::make("M", {1, 37});
78*c217d954SCole Faust
79*c217d954SCole Faust /** M_W values to test */
80*c217d954SCole Faust const auto m_w_values = framework::dataset::make("M_W", 5);
81*c217d954SCole Faust
82*c217d954SCole Faust /** M_H values to test */
83*c217d954SCole Faust const auto m_h_values = framework::dataset::make("M_H", 7);
84*c217d954SCole Faust
85*c217d954SCole Faust /** N values to test */
86*c217d954SCole Faust const auto n_values = framework::dataset::make("N", {1, 51});
87*c217d954SCole Faust
88*c217d954SCole Faust /** K values to test */
89*c217d954SCole Faust const auto k_values = framework::dataset::make("K", 23);
90*c217d954SCole Faust
91*c217d954SCole Faust /** Batch size values to test */
92*c217d954SCole Faust const auto b_values = framework::dataset::make("batch_size", 1, 3);
93*c217d954SCole Faust
94*c217d954SCole Faust /** M0 values to test - Precommit */
95*c217d954SCole Faust const auto m0_values_precommit_1 = framework::dataset::make("M0", { 4 });
96*c217d954SCole Faust const auto m0_values_precommit_2 = framework::dataset::make("M0", { 6 });
97*c217d954SCole Faust
98*c217d954SCole Faust /** N0 values to test - Precommit */
99*c217d954SCole Faust const auto n0_values_precommit = framework::dataset::make("N0", { 4 });
100*c217d954SCole Faust
101*c217d954SCole Faust /** K0 values to test - Precommit */
102*c217d954SCole Faust const auto k0_values_precommit = framework::dataset::make("K0", { 16 });
103*c217d954SCole Faust
104*c217d954SCole Faust /** V0 values to test - Precommit */
105*c217d954SCole Faust const auto v0_values_precommit = framework::dataset::make("V0", 1, 3);
106*c217d954SCole Faust
107*c217d954SCole Faust /** H0 values to test - Precommit */
108*c217d954SCole Faust const auto h0_values_precommit = framework::dataset::make("H0", 1, 3);
109*c217d954SCole Faust
110*c217d954SCole Faust /** M0 values to test - Nightly */
111*c217d954SCole Faust const auto m0_values_nightly = framework::dataset::make("M0", 2, 7);
112*c217d954SCole Faust
113*c217d954SCole Faust /** N0 values to test - Nightly */
114*c217d954SCole Faust const auto n0_values_nightly = framework::dataset::make("N0", { 2, 3, 4, 8 });
115*c217d954SCole Faust
116*c217d954SCole Faust /** K0 values to test - Nightly */
117*c217d954SCole Faust const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8, 16 });
118*c217d954SCole Faust
119*c217d954SCole Faust /** V0 values to test - Nightly */
120*c217d954SCole Faust const auto v0_values_nightly = framework::dataset::make("V0", 1, 4);
121*c217d954SCole Faust
122*c217d954SCole Faust /** H0 values to test - Nightly */
123*c217d954SCole Faust const auto h0_values_nightly = framework::dataset::make("H0", 1, 4);
124*c217d954SCole Faust
125*c217d954SCole Faust /** Interleave values to test with LHS matrix */
126*c217d954SCole Faust const auto i_values_lhs = framework::dataset::make("interleave_lhs", { true, false });
127*c217d954SCole Faust
128*c217d954SCole Faust /** Interleave values to test with RHS matrix */
129*c217d954SCole Faust const auto i_values_rhs = framework::dataset::make("interleave_rhs", { true, false });
130*c217d954SCole Faust } // namespace
131*c217d954SCole Faust
132*c217d954SCole Faust TEST_SUITE(CL)
TEST_SUITE(GEMMLowpMatrixMultiplyReshaped)133*c217d954SCole Faust TEST_SUITE(GEMMLowpMatrixMultiplyReshaped)
134*c217d954SCole Faust
135*c217d954SCole Faust TEST_SUITE(QUANTIZED)
136*c217d954SCole Faust
137*c217d954SCole Faust TEST_SUITE(QASYMM8)
138*c217d954SCole Faust FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::ALL,
139*c217d954SCole Faust combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
140*c217d954SCole Faust m_n_values,
141*c217d954SCole Faust k_values),
142*c217d954SCole Faust b_values),
143*c217d954SCole Faust m0_values_precommit_1),
144*c217d954SCole Faust n0_values_precommit),
145*c217d954SCole Faust k0_values_precommit),
146*c217d954SCole Faust v0_values_precommit),
147*c217d954SCole Faust h0_values_precommit),
148*c217d954SCole Faust i_values_lhs),
149*c217d954SCole Faust i_values_rhs),
150*c217d954SCole Faust framework::dataset::make("DataType", { DataType::QASYMM8 })))
151*c217d954SCole Faust {
152*c217d954SCole Faust // Validate output
153*c217d954SCole Faust validate(CLAccessor(_target), _reference);
154*c217d954SCole Faust }
155*c217d954SCole Faust
156*c217d954SCole Faust FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::DISABLED,
157*c217d954SCole Faust combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
158*c217d954SCole Faust m_values,
159*c217d954SCole Faust n_values),
160*c217d954SCole Faust k_values),
161*c217d954SCole Faust b_values),
162*c217d954SCole Faust m0_values_nightly),
163*c217d954SCole Faust n0_values_nightly),
164*c217d954SCole Faust k0_values_nightly),
165*c217d954SCole Faust v0_values_nightly),
166*c217d954SCole Faust h0_values_nightly),
167*c217d954SCole Faust i_values_lhs),
168*c217d954SCole Faust i_values_rhs),
169*c217d954SCole Faust framework::dataset::make("DataType", { DataType::QASYMM8 })))
170*c217d954SCole Faust {
171*c217d954SCole Faust // Validate output
172*c217d954SCole Faust validate(CLAccessor(_target), _reference);
173*c217d954SCole Faust }
174*c217d954SCole Faust
175*c217d954SCole Faust FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::ALL,
176*c217d954SCole Faust combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
177*c217d954SCole Faust m_w_values,
178*c217d954SCole Faust m_h_values),
179*c217d954SCole Faust n_values),
180*c217d954SCole Faust k_values),
181*c217d954SCole Faust b_values),
182*c217d954SCole Faust m0_values_precommit_1),
183*c217d954SCole Faust n0_values_precommit),
184*c217d954SCole Faust k0_values_precommit),
185*c217d954SCole Faust v0_values_precommit),
186*c217d954SCole Faust h0_values_precommit),
187*c217d954SCole Faust i_values_lhs),
188*c217d954SCole Faust i_values_rhs),
189*c217d954SCole Faust framework::dataset::make("DataType", { DataType::QASYMM8 })))
190*c217d954SCole Faust {
191*c217d954SCole Faust // Validate output
192*c217d954SCole Faust validate(CLAccessor(_target), _reference);
193*c217d954SCole Faust }
194*c217d954SCole Faust
195*c217d954SCole Faust FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::DISABLED,
196*c217d954SCole Faust combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
197*c217d954SCole Faust m_w_values,
198*c217d954SCole Faust m_h_values),
199*c217d954SCole Faust n_values),
200*c217d954SCole Faust k_values),
201*c217d954SCole Faust b_values),
202*c217d954SCole Faust m0_values_nightly),
203*c217d954SCole Faust n0_values_nightly),
204*c217d954SCole Faust k0_values_nightly),
205*c217d954SCole Faust v0_values_nightly),
206*c217d954SCole Faust h0_values_nightly),
207*c217d954SCole Faust i_values_lhs),
208*c217d954SCole Faust i_values_rhs),
209*c217d954SCole Faust framework::dataset::make("DataType", { DataType::QASYMM8 })))
210*c217d954SCole Faust {
211*c217d954SCole Faust // Validate output
212*c217d954SCole Faust validate(CLAccessor(_target), _reference);
213*c217d954SCole Faust }
214*c217d954SCole Faust TEST_SUITE_END() // QASYMM8
215*c217d954SCole Faust
TEST_SUITE(QASYMM8_SIGNED)216*c217d954SCole Faust TEST_SUITE(QASYMM8_SIGNED)
217*c217d954SCole Faust FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::ALL,
218*c217d954SCole Faust combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
219*c217d954SCole Faust m_n_values,
220*c217d954SCole Faust k_values),
221*c217d954SCole Faust b_values),
222*c217d954SCole Faust m0_values_precommit_2),
223*c217d954SCole Faust n0_values_precommit),
224*c217d954SCole Faust k0_values_precommit),
225*c217d954SCole Faust v0_values_precommit),
226*c217d954SCole Faust h0_values_precommit),
227*c217d954SCole Faust i_values_lhs),
228*c217d954SCole Faust i_values_rhs),
229*c217d954SCole Faust framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })))
230*c217d954SCole Faust {
231*c217d954SCole Faust // Validate output
232*c217d954SCole Faust validate(CLAccessor(_target), _reference);
233*c217d954SCole Faust }
234*c217d954SCole Faust FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::ALL,
235*c217d954SCole Faust combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
236*c217d954SCole Faust m_w_values,
237*c217d954SCole Faust m_h_values),
238*c217d954SCole Faust n_values),
239*c217d954SCole Faust k_values),
240*c217d954SCole Faust b_values),
241*c217d954SCole Faust m0_values_precommit_2),
242*c217d954SCole Faust n0_values_precommit),
243*c217d954SCole Faust k0_values_precommit),
244*c217d954SCole Faust v0_values_precommit),
245*c217d954SCole Faust h0_values_precommit),
246*c217d954SCole Faust i_values_lhs),
247*c217d954SCole Faust i_values_rhs),
248*c217d954SCole Faust framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })))
249*c217d954SCole Faust {
250*c217d954SCole Faust // Validate output
251*c217d954SCole Faust validate(CLAccessor(_target), _reference);
252*c217d954SCole Faust }
253*c217d954SCole Faust TEST_SUITE_END() // QASYMM8_SIGNED
254*c217d954SCole Faust
255*c217d954SCole Faust TEST_SUITE_END() // QUANTIZED
256*c217d954SCole Faust TEST_SUITE_END() // GEMMLowpMatrixMultiplyReshaped
257*c217d954SCole Faust TEST_SUITE_END() // CL
258*c217d954SCole Faust } // namespace validation
259*c217d954SCole Faust } // namespace test
260*c217d954SCole Faust } // namespace arm_compute
261