text: /*
   * Copyright (c) 2018-2020 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/CL/kernels/CLGEMMReshapeLHSMatrixKernel.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 "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/GEMMReshapeLHSMatrixFixture.h"
  
  namespace arm_compute
  {
  namespace test
  {
  namespace validation
  {
  using namespace arm_compute::misc::shape_calculator;
  
  // Initialize the output tensor with zero and fill the border with zero
  using CLGEMMReshapeLHSMatrix = CLSynthetizeFunctionInitOutputWithZeroAndWithZeroConstantBorder<CLGEMMReshapeLHSMatrixKernel, 16>;
  
  template <typename T>
  using CLGEMMReshapeLHSMatrixFixture = GEMMReshapeLHSMatrixValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, T, false>;
  
  // Fixture to use when the input has to be reinterpreted as 3D
  template <typename T>
  using CLGEMMReshapeLHSMatrix3DFixture = GEMMReshapeLHSMatrixValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, T, true>;
  
  // *INDENT-OFF*
  // clang-format off
  /** Data types */
  
  namespace
  {
  /** Batch size values to test */
  const auto b_values = framework::dataset::make("batchsize", 1, 3);
  
  /** M0 values to test */
  const auto m0_values_s32 = framework::dataset::make("M0", { 2, 3 });
  const auto m0_values_s16 = framework::dataset::make("M0", { 4, 5 });
  const auto m0_values_s8 = framework::dataset::make("M0", { 6, 7, 8 });
  
  /** K0 values to test */
  const auto k0_values_s32 = framework::dataset::make("K0", { 2, 3 });
  const auto k0_values_s16 = framework::dataset::make("K0", { 4, 8 });
  const auto k0_values_s8 = framework::dataset::make("K0", { 16 });
  
  /** V0 values to test */
  const auto v0_values = framework::dataset::make("V0", 1, 4);
  
  /** Interleave values to test */
  const auto i_values = framework::dataset::make("interleave", { true, false });
  
  /** Transpose values to test */
  const auto t_values = framework::dataset::make("transpose", { true, false });
  } // namespace
  
  TEST_SUITE(CL)
  TEST_SUITE(GEMMReshapeLHSMatrix)
  FIXTURE_DATA_TEST_CASE(S32, CLGEMMReshapeLHSMatrixFixture<int>, framework::DatasetMode::ALL,
                  combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(),
                                                                     b_values),
                                                                     framework::dataset::make("DataType", DataType::S32)),
                                                                     m0_values_s32),
                                                                     k0_values_s32),
                                                                     v0_values),
                                                                     i_values),
                                                                     t_values))
  {
      // Validate output
      validate(CLAccessor(_target), _reference);
  }
  FIXTURE_DATA_TEST_CASE(S16, CLGEMMReshapeLHSMatrixFixture<short>, framework::DatasetMode::ALL,
                  combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(),
                                                                     b_values),
                                                                     framework::dataset::make("DataType", DataType::S16)),
                                                                     m0_values_s16),
                                                                     k0_values_s16),
                                                                     v0_values),
                                                                     i_values),
                                                                     t_values))
  {
      // Validate output
      validate(CLAccessor(_target), _reference);
  }
  FIXTURE_DATA_TEST_CASE(S8, CLGEMMReshapeLHSMatrixFixture<char>, framework::DatasetMode::ALL,
                  combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(),
                                                                     b_values),
                                                                     framework::dataset::make("DataType", DataType::S8)),
                                                                     m0_values_s8),
                                                                     k0_values_s8),
                                                                     v0_values),
                                                                     i_values),
                                                                     t_values))
  {
      // Validate output
      validate(CLAccessor(_target), _reference);
  }
  
  TEST_SUITE(ReinterpretInputAs3D)
  FIXTURE_DATA_TEST_CASE(S32, CLGEMMReshapeLHSMatrix3DFixture<int>, framework::DatasetMode::ALL,
                  combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(),
                                                                     b_values),
                                                                     framework::dataset::make("DataType", DataType::S32)),
                                                                     m0_values_s32),
                                                                     k0_values_s32),
                                                                     v0_values),
                                                                     i_values),
                                                                     t_values))
  {
      // Validate output
      validate(CLAccessor(_target), _reference);
  }
  
  FIXTURE_DATA_TEST_CASE(S16, CLGEMMReshapeLHSMatrix3DFixture<short>, framework::DatasetMode::ALL,
                  combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(),
                                                                     b_values),
                                                                     framework::dataset::make("DataType", DataType::S16)),
                                                                     m0_values_s16),
                                                                     k0_values_s16),
                                                                     v0_values),
                                                                     i_values),
                                                                     t_values))
  {
      // Validate output
      validate(CLAccessor(_target), _reference);
  }
  
  FIXTURE_DATA_TEST_CASE(S8, CLGEMMReshapeLHSMatrix3DFixture<char>, framework::DatasetMode::ALL,
                  combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(),
                                                                     b_values),
                                                                     framework::dataset::make("DataType", DataType::S8)),
                                                                     m0_values_s8),
                                                                     k0_values_s8),
                                                                     v0_values),
                                                                     i_values),
                                                                     t_values))
  {
      // Validate output
      validate(CLAccessor(_target), _reference);
  }
  TEST_SUITE_END() // ReinterpretInputAs3D
  TEST_SUITE_END() // GEMMReshapeLHSMatrix
  TEST_SUITE_END() // CL
  } // namespace validation
  } // namespace test
  } // namespace arm_compute