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review.mlplatform.org / ml / ComputeLibrary / c95988a0474acb13fc57b97dbf05ac7c1af5a453 / . / tests / validation / CL / GEMMMatrixMultiplyReshaped.cpp
blob: bd70ddbe8c14c708207f2716817efbbc76e2c0f2 [file] [log] [blame]
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]1/*
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]2 * Copyright (c) 2018-2019 ARM Limited.
Gian Marco Iodicebf9731e2018-12-12 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"
Gian Marco Iodice7026b302019-06-26 17:18:11 +0100[diff] [blame]27#include "arm_compute/core/KernelDescriptors.h"
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]28#include "arm_compute/core/Types.h"
29#include "arm_compute/core/utils/misc/ShapeCalculator.h"
30#include "arm_compute/runtime/CL/CLTensor.h"
31#include "arm_compute/runtime/CL/CLTensorAllocator.h"
32#include "tests/CL/CLAccessor.h"
33#include "tests/CL/Helper.h"
34#include "tests/PaddingCalculator.h"
35#include "tests/datasets/ShapeDatasets.h"
36#include "tests/framework/Asserts.h"
37#include "tests/framework/Macros.h"
38#include "tests/framework/datasets/Datasets.h"
39#include "tests/validation/Validation.h"
40#include "tests/validation/fixtures/GEMMFixture.h"
41
42namespace arm_compute
43{
44namespace test
45{
46namespace validation
47{
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]48using namespace arm_compute::misc::shape_calculator;
49
50// Create function for CLGEMMReshapeLHSMatrixKernel
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]51using CLGEMMReshapeLHSMatrix = CLSynthetizeFunction<CLGEMMReshapeLHSMatrixKernel>;
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]52
53// Create function for CLGEMMReshapeRHSMatrixKernel
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]54using CLGEMMReshapeRHSMatrix = CLSynthetizeFunction<CLGEMMReshapeRHSMatrixKernel>;
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]55
56// Create function for CLGEMMMatrixMultiplyReshapedKernel
57using CLGEMMMatrixMultiplyReshaped = CLSynthetizeFunction<CLGEMMMatrixMultiplyReshapedKernel>;
58
59// Fixture for CLGEMMMatrixMultiplyReshaped
60template <typename T>
61using CLGEMMMatrixMultiplyReshapedFixture = GEMMMatrixMultiplyReshapedValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshaped>;
62
63// Fixture for CLGEMMMatrixMultiplyReshaped3D
64template <typename T>
65using CLGEMMMatrixMultiplyReshaped3DFixture = GEMMMatrixMultiplyReshaped3DValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshaped>;
66
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]67namespace
68{
69// *INDENT-OFF*
70// clang-format off
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]71RelativeTolerance<float> rel_tolerance_f32(0.001f);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]72constexpr float abs_tolerance_f32(0.0001f);
73
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]74RelativeTolerance<half> rel_tolerance_f16(half(0.2));
75constexpr float tolerance_num_f16 = 0.02f;
76
77/** Alpha values to test - Precommit */
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]78const auto a_values = framework::dataset::make("alpha", {1.0f, -0.75f} );
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]79
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]80/** Beta values to test - Precommit */
81const auto beta_values = framework::dataset::make("beta", {-0.75f, 0.0f} );
82
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]83/** M values to test */
84const auto m_values = framework::dataset::make("M", 37);
85
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]86/** M_W values to test */
87const auto m_w_values = framework::dataset::make("M_W", 5);
88
89/** M_H values to test */
90const auto m_h_values = framework::dataset::make("M_H", 7);
91
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]92/** N values to test */
93const auto n_values = framework::dataset::make("N", 51);
94
95/** K values to test */
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]96const auto k_values = framework::dataset::make("K", 23);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]97
98/** Batch size values to test */
99const auto b_values = framework::dataset::make("batch_size", 1, 3);
100
101/** M0 values to test - Precommit */
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]102const auto m0_values_precommit = framework::dataset::make("M0", {4, 6});
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]103
104/** N0 values to test - Precommit */
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]105const auto n0_values_precommit = framework::dataset::make("N0", { 2, 4 });
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]106
107/** K0 values to test - Precommit */
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]108const auto k0_values_precommit = framework::dataset::make("K0", { 4 });
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]109
110/** V0 values to test - Precommit */
111const auto v0_values_precommit = framework::dataset::make("V0", 1, 3);
112
113/** H0 values to test - Precommit */
114const auto h0_values_precommit = framework::dataset::make("H0", 1, 3);
115
116/** M0 values to test - Nightly */
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]117const auto m0_values_nightly = framework::dataset::make("M0", 2, 7);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]118
119/** N0 values to test - Nightly */
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]120const auto n0_values_nightly = framework::dataset::make("N0", { 2, 3, 4, 8 });
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]121
122/** K0 values to test - Nightly */
Gian Marco Iodicebacfec52019-01-11 11:30:55 +0000[diff] [blame]123const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8 });
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]124
125/** V0 values to test - Nightly */
126const auto v0_values_nightly = framework::dataset::make("V0", 1, 4);
127
128/** H0 values to test - Nightly */
129const auto h0_values_nightly = framework::dataset::make("H0", 1, 4);
130
131/** Interleave values to test with LHS matrix */
132const auto i_values_lhs = framework::dataset::make("interleave_lhs", { true, false });
133
134/** Interleave values to test with RHS matrix */
135const auto i_values_rhs = framework::dataset::make("interleave_rhs", { true, false });
136
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]137/** Broadcast bias from vector to matrix */
138const auto broadcast_bias_values = framework::dataset::make("broadcast_bias", {false, true} );
139
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]140/** Configuration test */
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]141void 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, bool broadcast_bias, DataType data_type)
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]142{
143 const unsigned int M = m_value;
144 const unsigned int N = n_value;
145 const unsigned int K = k_value;
146
147 GEMMLHSMatrixInfo lhs_info;
148 lhs_info.m0 = m0_value;
149 lhs_info.k0 = k0_value;
150 lhs_info.v0 = v0_value;
151 lhs_info.interleave = i_value_lhs;
152 lhs_info.transpose = false;
153
154 GEMMRHSMatrixInfo rhs_info;
155 rhs_info.n0 = n0_value;
156 rhs_info.k0 = k0_value;
157 rhs_info.h0 = h0_value;
158 rhs_info.interleave = i_value_rhs;
159 rhs_info.transpose = true;
160
Gian Marco Iodice7026b302019-06-26 17:18:11 +0100[diff] [blame]161 GEMMKernelInfo kernel_info;
162 kernel_info.m = M;
163 kernel_info.n = N;
164 kernel_info.k = K;
165 kernel_info.depth_output_gemm3d = 0;
166 kernel_info.reinterpret_input_as_3d = false;
167 kernel_info.broadcast_bias = broadcast_bias;
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]168
169 const TensorShape lhs_shape(K, M, b_value);
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]170 const TensorShape lhs_shape_reshaped = compute_lhs_reshaped_shape(TensorInfo(lhs_shape, 1, data_type),
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]171 lhs_info,
172 false);
173
174 const TensorShape rhs_shape(N, K, b_value);
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]175 const TensorShape rhs_shape_reshaped = compute_rhs_reshaped_shape(TensorInfo(rhs_shape, 1, data_type),
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]176 rhs_info);
177
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]178 const TensorShape dst_shape = compute_mm_shape(TensorInfo(lhs_shape_reshaped, 1, data_type),
179 TensorInfo(rhs_shape_reshaped, 1, data_type),
Gian Marco Iodice7026b302019-06-26 17:18:11 +0100[diff] [blame]180 kernel_info);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]181
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]182 const TensorShape bias_shape(N,
183 broadcast_bias? 1 : M,
184 broadcast_bias? 1 : b_value);
185
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]186 // Create tensors
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]187 CLTensor lhs_reshaped = create_tensor<CLTensor>(lhs_shape_reshaped, data_type);
188 CLTensor rhs_reshaped = create_tensor<CLTensor>(rhs_shape_reshaped, data_type);
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]189 CLTensor bias = create_tensor<CLTensor>(bias_shape, data_type);
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]190 CLTensor dst = create_tensor<CLTensor>(dst_shape, data_type);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]191
192 ARM_COMPUTE_EXPECT(lhs_reshaped.info()->is_resizable(), framework::LogLevel::ERRORS);
193 ARM_COMPUTE_EXPECT(rhs_reshaped.info()->is_resizable(), framework::LogLevel::ERRORS);
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]194 ARM_COMPUTE_EXPECT(bias.info()->is_resizable(), framework::LogLevel::ERRORS);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]195 ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS);
196
197 // Create and configure function
198 CLGEMMMatrixMultiplyReshaped gemm;
Gian Marco Iodice7026b302019-06-26 17:18:11 +0100[diff] [blame]199 gemm.configure(&lhs_reshaped, &rhs_reshaped, &bias, &dst, 1.0f, 1.0f, lhs_info, rhs_info, kernel_info);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]200}
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]201} // namespace
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]202
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]203TEST_SUITE(CL)
204TEST_SUITE(GEMMMatrixMultiplyReshaped)
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]205TEST_SUITE(Float)
206TEST_SUITE(FP32)
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]207DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]208 m_values,
209 n_values),
210 k_values),
211 framework::dataset::make("batch_size", 1)),
212 m0_values_precommit),
213 n0_values_precommit),
214 k0_values_precommit),
215 v0_values_precommit),
216 h0_values_precommit),
217 i_values_lhs),
218 i_values_rhs),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]219 broadcast_bias_values),
220m_value, n_value, k_value, b_value, m0_value, n0_value, k0_value, v0_value, h0_value, i_value_lhs, i_value_rhs, broadcast_bias)
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]221{
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]222 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, broadcast_bias, DataType::F32);
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]223}
224
225FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedFixture<float>, framework::DatasetMode::ALL,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]226 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]227 m_values,
228 n_values),
229 k_values),
230 b_values),
231 m0_values_precommit),
232 n0_values_precommit),
233 k0_values_precommit),
234 v0_values_precommit),
235 h0_values_precommit),
236 i_values_lhs),
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]237 i_values_rhs),
238 framework::dataset::make("DataType", DataType::F32)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]239 a_values),
240 beta_values),
241 broadcast_bias_values))
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]242{
243 // Validate output
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]244 validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]245}
246
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]247FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMMatrixMultiplyReshapedFixture<float>, framework::DatasetMode::NIGHTLY,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]248 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]249 m_values,
250 n_values),
251 k_values),
252 b_values),
253 m0_values_nightly),
254 n0_values_nightly),
255 k0_values_nightly),
256 v0_values_nightly),
257 h0_values_nightly),
258 i_values_lhs),
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]259 i_values_rhs),
260 framework::dataset::make("DataType", DataType::F32)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]261 a_values),
262 beta_values),
263 broadcast_bias_values))
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]264{
265 // Validate output
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]266 validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]267}
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]268
269FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMMatrixMultiplyReshaped3DFixture<float>, framework::DatasetMode::ALL,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]270 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]271 m_w_values,
272 m_h_values),
273 n_values),
274 k_values),
275 b_values),
276 m0_values_precommit),
277 n0_values_precommit),
278 k0_values_precommit),
279 v0_values_precommit),
280 h0_values_precommit),
281 i_values_lhs),
282 i_values_rhs),
283 framework::dataset::make("DataType", DataType::F32)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]284 a_values),
285 beta_values))
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]286{
287 // Validate output
288 validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
289}
290
291FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMMatrixMultiplyReshaped3DFixture<float>, framework::DatasetMode::NIGHTLY,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]292 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]293 m_w_values,
294 m_h_values),
295 n_values),
296 k_values),
297 b_values),
298 m0_values_nightly),
299 n0_values_nightly),
300 k0_values_nightly),
301 v0_values_nightly),
302 h0_values_nightly),
303 i_values_lhs),
304 i_values_rhs),
305 framework::dataset::make("DataType", DataType::F32)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]306 a_values),
307 beta_values))
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]308{
309 // Validate output
310 validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
311}
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]312TEST_SUITE_END() // FP32
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]313
314TEST_SUITE(FP16)
315FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyReshapedFixture<half>, framework::DatasetMode::ALL,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]316 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]317 m_values,
318 n_values),
319 k_values),
320 b_values),
321 m0_values_precommit),
322 n0_values_precommit),
323 k0_values_precommit),
324 v0_values_precommit),
325 h0_values_precommit),
326 i_values_lhs),
327 i_values_rhs),
328 framework::dataset::make("DataType", DataType::F16)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]329 a_values),
330 beta_values),
331 broadcast_bias_values))
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]332{
333 // Validate output
334 validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16);
335}
336
337FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMMatrixMultiplyReshapedFixture<half>, framework::DatasetMode::NIGHTLY,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]338 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]339 m_values,
340 n_values),
341 k_values),
342 b_values),
343 m0_values_nightly),
344 n0_values_nightly),
345 k0_values_nightly),
346 v0_values_nightly),
347 h0_values_nightly),
348 i_values_lhs),
349 i_values_rhs),
350 framework::dataset::make("DataType", DataType::F16)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]351 a_values),
352 beta_values),
353 broadcast_bias_values))
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]354{
355 // Validate output
356 validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16);
357}
358
359FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMMatrixMultiplyReshaped3DFixture<half>, framework::DatasetMode::ALL,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]360 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]361 m_w_values,
362 m_h_values),
363 n_values),
364 k_values),
365 b_values),
366 m0_values_precommit),
367 n0_values_precommit),
368 k0_values_precommit),
369 v0_values_precommit),
370 h0_values_precommit),
371 i_values_lhs),
372 i_values_rhs),
373 framework::dataset::make("DataType", DataType::F16)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]374 a_values),
375 beta_values))
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]376{
377 // Validate output
378 validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16);
379}
380
381FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMMatrixMultiplyReshaped3DFixture<half>, framework::DatasetMode::NIGHTLY,
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]382 combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]383 m_w_values,
384 m_h_values),
385 n_values),
386 k_values),
387 b_values),
388 m0_values_nightly),
389 n0_values_nightly),
390 k0_values_nightly),
391 v0_values_nightly),
392 h0_values_nightly),
393 i_values_lhs),
394 i_values_rhs),
395 framework::dataset::make("DataType", DataType::F16)),
Gian Marco Iodicee16c8902019-06-14 16:11:10 +0100[diff] [blame]396 a_values),
397 beta_values))
Gian Marco Iodice9382ab32018-12-17 15:12:07 +0000[diff] [blame]398{
399 // Validate output
400 validate(CLAccessor(_target), _reference, rel_tolerance_f16, tolerance_num_f16);
401}
402TEST_SUITE_END() // FP16
403TEST_SUITE_END() // Float
Gian Marco Iodicebf9731e2018-12-12 10:18:04 +0000[diff] [blame]404TEST_SUITE_END() // GEMMMatrixMulipltyReshaped
405TEST_SUITE_END() // CL
406} // namespace validation
407} // namespace test
408} // namespace arm_compute