aboutsummaryrefslogtreecommitdiff
path: root/tests/validation/CL/GEMMMatrixMultiplyReshapedOnlyRHS.cpp
blob: 7cde3d04cab2066e41f16f35d18d5e9a5936907c (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
/*
 * Copyright (c) 2019-2020 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to
 * deal in the Software without restriction, including without limitation the
 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
 * sell copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */
#include "arm_compute/core/KernelDescriptors.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
#include "arm_compute/runtime/CL/CLTensor.h"
#include "arm_compute/runtime/CL/CLTensorAllocator.h"
#include "src/core/CL/kernels/CLGEMMMatrixMultiplyReshapedOnlyRHSKernel.h"
#include "src/core/CL/kernels/CLGEMMReshapeRHSMatrixKernel.h"
#include "tests/CL/CLAccessor.h"
#include "tests/CL/Helper.h"
#include "tests/PaddingCalculator.h"
#include "tests/datasets/ShapeDatasets.h"
#include "tests/framework/Asserts.h"
#include "tests/framework/Macros.h"
#include "tests/framework/datasets/Datasets.h"
#include "tests/validation/Validation.h"
#include "tests/validation/fixtures/GEMMFixture.h"

namespace arm_compute
{
namespace test
{
namespace validation
{
using namespace arm_compute::misc::shape_calculator;

// Create function for CLGEMMReshapeRHSMatrixKernel
using CLGEMMReshapeRHSMatrix = CLSynthetizeFunction<CLGEMMReshapeRHSMatrixKernel>;

// Create function for CLGEMMMatrixMultiplyReshapedOnlyRHSKernel
using CLGEMMMatrixMultiplyReshapedOnlyRHS = CLSynthetizeFunction<CLGEMMMatrixMultiplyReshapedOnlyRHSKernel>;

// Fixture for CLGEMMMatrixMultiplyReshapedOnlyRHS
template <typename T>
using CLGEMMMatrixMultiplyReshapedOnlyRHSFixture = GEMMMatrixMultiplyReshapedOnlyRHSValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshapedOnlyRHS>;

// Fixture for CLGEMMMatrixMultiplyReshapedOnlyRHS3D
template <typename T>
using CLGEMMMatrixMultiplyReshapedOnlyRHS3DFixture = GEMMMatrixMultiplyReshapedOnlyRHS3DValidationFixture<CLTensor, CLAccessor, T, CLGEMMReshapeRHSMatrix, CLGEMMMatrixMultiplyReshapedOnlyRHS>;

namespace
{
// *INDENT-OFF*
// clang-format off
RelativeTolerance<float> rel_tolerance_f32(0.001f);
constexpr float          abs_tolerance_f32(0.0001f);

RelativeTolerance<float> rel_tolerance_f16(0.001f);
constexpr float          abs_tolerance_f16(0.01f);

/** Alpha values to test */
const auto a_values = framework::dataset::make("alpha", {-0.75f} );

/** Beta values to test */
const auto beta_values = framework::dataset::make("beta", {-0.35f} );

/** M values to test */
const auto m_values = framework::dataset::make("M", 37);

/** M_W values to test */
const auto m_w_values = framework::dataset::make("M_W", 5);

/** M_H values to test */
const auto m_h_values = framework::dataset::make("M_H", 7);

/** N values to test */
const auto n_values = framework::dataset::make("N", 51);

/** K values to test */
const auto k_values = framework::dataset::make("K", 23);

/** Batch size values to test */
const auto b_values = framework::dataset::make("batch_size", 2);

/** Activation values to test */
const auto act_values = framework::dataset::make("Activation",
{
    ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, -0.8f, 10.f),
});

/** M0 values to test - precommit */
const auto m0_values_precommit = framework::dataset::make("M0", { 4 });

/** N0 values to test - precommit*/
const auto n0_values_precommit = framework::dataset::make("N0", { 4 });

/** K0 values to test - precommit*/
const auto k0_values_precommit = framework::dataset::make("K0", { 4 });

/** M0 values to test - nightly */
const auto m0_values_nightly = framework::dataset::make("M0", { 8 });

/** N0 values to test - nightly */
const auto n0_values_nightly = framework::dataset::make("N0", { 16 });

/** K0 values to test - nightly */
const auto k0_values_nightly = framework::dataset::make("K0", { 16 });

/** H0 values to test */
const auto h0_values = framework::dataset::make("H0", 1, 3);

/** Interleave values to test with RHS matrix */
const auto i_values_rhs = framework::dataset::make("interleave_rhs", { true, false });

/** Transpose values to test with RHS matrix */
const auto t_values_rhs = framework::dataset::make("transpose_rhs", { true, false });

/** Broadcast bias from vector to matrix */
const auto broadcast_bias_values = framework::dataset::make("broadcast_bias", { false, true } );

/** Boundary handling cases for testing partial/non-partial (full) block dimensions, resulting from different combinations
 * of M, M0, N and N0 values.
 * M0 and N0 are kept constant, while the different test cases need to vary M and N.
 *
 * Eg. M = 64 and N = 33 result in a block dimension that has no partial blocks (all full blocks) in Y dimension and
 * parital blocks in X dimension.
 */
const auto boundary_handling_cases = combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                    // Large k to force potential out-of-bound reads on input0
                                    framework::dataset::make("K", 315),
                                    // Batch size == 1 to force potential out-of-bound reads on input0
                                    framework::dataset::make("batch_size", 1)),
                                    framework::dataset::make("M0", 4)),
                                    framework::dataset::make("N0", 4)),
                                    framework::dataset::make("K0", 4)),
                                    framework::dataset::make("H0", 3)),
                                    i_values_rhs),
                                    t_values_rhs),
                                    framework::dataset::make("export_to_cl_image_rhs", {true, false})),
                                    // Only need to test F32 as F16 shares identical boundary handling logics
                                    framework::dataset::make("DataType", DataType::F32)),
                                    framework::dataset::make("alpha", -0.75f )),
                                    framework::dataset::make("beta", -0.35f )),
                                    broadcast_bias_values),
                                    framework::dataset::make("Activation", ActivationLayerInfo()));

/** Configuration test */
bool 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 h0_value,
                            bool i_value_rhs, bool t_value_rhs, bool export_to_cl_image, bool broadcast_bias, bool input_as_3d, unsigned int depth_output_gemm3d, const ActivationLayerInfo &act_info,
                            DataType dt_input0, DataType dt_input1, DataType dt_input2, DataType dt_output, float alpha, float beta)
{
    const unsigned int M = m_value;
    const unsigned int N = n_value;
    const unsigned int K = k_value;

    GEMMLHSMatrixInfo lhs_info;
    lhs_info.m0         = m0_value;
    lhs_info.k0         = k0_value;

    GEMMRHSMatrixInfo rhs_info;
    rhs_info.n0         = n0_value;
    rhs_info.k0         = k0_value;
    rhs_info.h0         = h0_value;
    rhs_info.interleave = i_value_rhs;
    rhs_info.transpose  = t_value_rhs;
    rhs_info.export_to_cl_image = export_to_cl_image;

    GEMMKernelInfo kernel_info;
    kernel_info.m                       = M;
    kernel_info.n                       = N;
    kernel_info.k                       = K;
    kernel_info.depth_output_gemm3d     = depth_output_gemm3d;
    kernel_info.reinterpret_input_as_3d = input_as_3d;
    kernel_info.broadcast_bias          = broadcast_bias;
    kernel_info.activation_info         = act_info;

    const TensorShape lhs_shape(K, M, b_value);
    const TensorShape rhs_shape(N, K, b_value);
    const TensorShape rhs_shape_reshaped = compute_rhs_reshaped_shape(TensorInfo(rhs_shape, 1, dt_input1),
                                                                      rhs_info);

    const TensorShape dst_shape = compute_mm_shape(TensorInfo(lhs_shape, 1, dt_input0),
                                                   TensorInfo(rhs_shape_reshaped, 1, dt_input1),
                                                   kernel_info);

    const TensorShape bias_shape(N,
                                 M, // Correct calculation should be: broadcast_bias? 1 : M, it's wrong here on purpose just for validation test
                                 broadcast_bias? 1 : b_value);

    // Create tensor info
    TensorInfo lhs          = TensorInfo(lhs_shape, 1, dt_input0);
    TensorInfo rhs_reshaped = TensorInfo(rhs_shape_reshaped, 1, dt_input1);
    TensorInfo bias         = TensorInfo(bias_shape, 1, dt_input2);
    TensorInfo dst          = TensorInfo(dst_shape, 1, dt_output);

    // Create and configure function
    CLGEMMMatrixMultiplyReshapedOnlyRHS gemm;
    return bool(gemm.validate(&lhs, &rhs_reshaped, &bias, &dst, alpha, beta, lhs_info, rhs_info, kernel_info));
}
} // namespace

TEST_SUITE(CL)
TEST_SUITE(GEMMMatrixMultiplyReshapedOnlyRHS)

/** Validate tests
 *
 * A series of validation tests on configurations which according to the API specification
 * the function should fail against.
 *
 * Checks performed in order:
 *     - Mismachting data type: input1, input2 and output need to have same data type as input0. Support data type: F32/F16.
 *     - Unsupported M0: MO can only be 1,2,3,4,5,6,7,8
 *     - Unsupported N0: NO can only be 2,3,4,8,16
 *     - Unsupported K0: KO can only be 2,3,4,8,16
 *     - Unsupported bias addition: bias broadcast mode is 0 if the input or output has to be reinterpreted as 3D
 *     - Incorrect bias diemension when bias broadcast mode is 1 and beta is not 0.0f, should be (n, 1), not (n, m)
 *     - Incorrect input0 dimension when input is reinterpreted as 3D: input0->dimension(1) * input0->dimension(2) != m
 *     - Correct support for creating an OpenCL image object from buffer
 *     - Incorrect support for creating an OpenCL image object from buffer. N0 is 2 but it can only be 4,8 and 16
 *     - Correct F16 support for creating an OpenCL image object from buffer.
 */
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(zip(zip(zip(zip(zip(zip(zip(
framework::dataset::make("batch_size",          { 1, 1, 1, 1, 1, 1, 2, 1, 1, 1 }),
framework::dataset::make("M0",                  { 4, 9, 4, 4, 4, 4, 4, 4, 4, 4 })),
framework::dataset::make("N0",                  { 4, 4, 18, 4, 4, 4, 4, 8, 2, 8 })),
framework::dataset::make("K0",                  { 4, 4, 4, 1, 4, 4, 4, 4, 4, 4 })),
framework::dataset::make("broadcast_bias",      { false, false, false, false, false, true, true, false, false, false })),
framework::dataset::make("input_as_3d",         { 0, 0, 0, 0, 1, 0, 1, 0, 0, 0 })),
framework::dataset::make("depth_output_gemm3d", { 0, 0, 0, 0, 0, 1, 0, 0, 0, 0 })),
framework::dataset::make("export_to_cl_image",  { false, false, false, false, false, false, false, true, true, true })),
framework::dataset::make("data_type_input0",    { DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F16})),
framework::dataset::make("data_type_input1",    { DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F16})),
framework::dataset::make("data_type_input2",    { DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F16})),
framework::dataset::make("data_type_output",    { DataType::F16, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F32, DataType::F16})),
framework::dataset::make("Beta",                { 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 1.0f, 0.0f , 1.0f})),
framework::dataset::make("Expected",            { false, false, false, false, false, false, false, true, false, true })),
b_value, m0_value, n0_value, k0_value, broadcast_bias, input_as_3d, depth_output_gemm3d, export_to_cl_image, dt_input0, dt_intpu1, dt_input2, dt_output, beta, expected)
{
    bool expected_value = expected;

    // Change expected to false if the target platform does not support the OpenCL cl_khr_image2d_from_buffer extension
    if(!image2d_from_buffer_supported(CLKernelLibrary::get().get_device()) && export_to_cl_image)
    {
        expected_value = false;
    }

    bool status = validate_configuration(37, 51, 23, b_value, m0_value, n0_value, k0_value, 1, false, false, export_to_cl_image, broadcast_bias, input_as_3d, depth_output_gemm3d, ActivationLayerInfo(), dt_input0, dt_intpu1, dt_input2, dt_output, 1.0f, beta);
    ARM_COMPUTE_EXPECT(status == expected_value, framework::LogLevel::ERRORS);
}

TEST_SUITE(Float)
TEST_SUITE(FP32)

FIXTURE_DATA_TEST_CASE(RunPrecommitBoundaryHandlingPartialInXPartialInY, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<float>, framework::DatasetMode::PRECOMMIT,
                combine(combine(
                        framework::dataset::make("M", 3),
                        framework::dataset::make("N", 1)),
                        boundary_handling_cases))
{
    // Validate output
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunPrecommitBoundaryHandlingPartialInXFullInY, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<float>, framework::DatasetMode::PRECOMMIT,
                combine(combine(
                        framework::dataset::make("M", 64),
                        framework::dataset::make("N", 43)),
                        boundary_handling_cases))
{
    // Validate output
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunPrecommitBoundaryHandlingFullInXFullInY, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<float>, framework::DatasetMode::PRECOMMIT,
                combine(combine(
                        framework::dataset::make("M", 64),
                        framework::dataset::make("N", 32)),
                        boundary_handling_cases))
{
    // Validate output
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunPrecommitBoundaryHandlingFullInXPartialInY, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<float>, framework::DatasetMode::PRECOMMIT,
                combine(combine(
                        framework::dataset::make("M", 37),
                        framework::dataset::make("N", 32)),
                        boundary_handling_cases))
{
    // Validate output
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunPrecommit, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<float>, framework::DatasetMode::PRECOMMIT,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_values,
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_precommit),
                                                                   n0_values_precommit),
                                                                   k0_values_precommit),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", {false, true})),
                                                                   framework::dataset::make("DataType", DataType::F32)),
                                                                   a_values),
                                                                   beta_values),
                                                                   broadcast_bias_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunNightly, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<float>, framework::DatasetMode::NIGHTLY,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_values,
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_nightly),
                                                                   n0_values_nightly),
                                                                   k0_values_nightly),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", {false, true})),
                                                                   framework::dataset::make("DataType", DataType::F32)),
                                                                   a_values),
                                                                   beta_values),
                                                                   broadcast_bias_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunPrecommit3D, CLGEMMMatrixMultiplyReshapedOnlyRHS3DFixture<float>, framework::DatasetMode::PRECOMMIT,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_w_values,
                                                                   m_h_values),
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_precommit),
                                                                   n0_values_precommit),
                                                                   k0_values_precommit),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", {false, true})),
                                                                   framework::dataset::make("has_pad_y", {false, true})),
                                                                   framework::dataset::make("DataType", DataType::F32)),
                                                                   a_values),
                                                                   beta_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunNightly3D, CLGEMMMatrixMultiplyReshapedOnlyRHS3DFixture<float>, framework::DatasetMode::NIGHTLY,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_w_values,
                                                                   m_h_values),
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_nightly),
                                                                   n0_values_nightly),
                                                                   k0_values_nightly),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", {false, true})),
                                                                   framework::dataset::make("has_pad_y", {false, true})),
                                                                   framework::dataset::make("DataType", DataType::F32)),
                                                                   a_values),
                                                                   beta_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}
TEST_SUITE_END() // FP32

TEST_SUITE(FP16)
FIXTURE_DATA_TEST_CASE(RunPrecommit, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<half>, framework::DatasetMode::PRECOMMIT,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_values,
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_precommit),
                                                                   n0_values_precommit),
                                                                   k0_values_precommit),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", true)),
                                                                   framework::dataset::make("DataType", DataType::F16)),
                                                                   a_values),
                                                                   beta_values),
                                                                   broadcast_bias_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunNightly, CLGEMMMatrixMultiplyReshapedOnlyRHSFixture<half>, framework::DatasetMode::NIGHTLY,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_values,
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_nightly),
                                                                   n0_values_nightly),
                                                                   k0_values_nightly),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", true)),
                                                                   framework::dataset::make("DataType", DataType::F16)),
                                                                   a_values),
                                                                   beta_values),
                                                                   broadcast_bias_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunPrecommit3D, CLGEMMMatrixMultiplyReshapedOnlyRHS3DFixture<half>, framework::DatasetMode::PRECOMMIT,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_w_values,
                                                                   m_h_values),
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_precommit),
                                                                   n0_values_precommit),
                                                                   k0_values_precommit),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", true)),
                                                                   framework::dataset::make("has_pad_y", {false, true})),
                                                                   framework::dataset::make("DataType", DataType::F16)),
                                                                   a_values),
                                                                   beta_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}

FIXTURE_DATA_TEST_CASE(RunNightly3D, CLGEMMMatrixMultiplyReshapedOnlyRHS3DFixture<half>, framework::DatasetMode::NIGHTLY,
                combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
                                                                   m_w_values,
                                                                   m_h_values),
                                                                   n_values),
                                                                   k_values),
                                                                   b_values),
                                                                   m0_values_nightly),
                                                                   n0_values_nightly),
                                                                   k0_values_nightly),
                                                                   h0_values),
                                                                   i_values_rhs),
                                                                   t_values_rhs),
                                                                   framework::dataset::make("export_to_cl_image_rhs", true)),
                                                                   framework::dataset::make("has_pad_y", {false, true})),
                                                                   framework::dataset::make("DataType", DataType::F16)),
                                                                   a_values),
                                                                   beta_values),
                                                                   act_values))
{
    // Validate output only if the target platform supports the OpenCL cl_khr_image2d_from_buffer extension
    if(validate_result)
    {
        validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0.f, abs_tolerance_f16);
    }
    else
    {
        ARM_COMPUTE_TEST_INFO("cl_khr_image2d_from_buffer not supported. TEST skipped");
        framework::ARM_COMPUTE_PRINT_INFO();
    }
}
TEST_SUITE_END() // FP16

TEST_SUITE_END() // Float
TEST_SUITE_END() // GEMMMatrixMulipltyReshapedOnlyRHS
TEST_SUITE_END() // CL
} // namespace validation
} // namespace test
} // namespace arm_compute