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206 lines
9.8 KiB
206 lines
9.8 KiB
/*
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* Copyright (c) 2022 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#include "arm_compute/runtime/CL/functions/CLCast.h"
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#include "arm_compute/runtime/CL/functions/CLReductionOperation.h"
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#include "src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel.h"
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#include "src/gpu/cl/kernels/ClGemmReshapeRhsMatrixKernel.h"
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#include "tests/CL/CLAccessor.h"
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#include "tests/CL/Helper.h"
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#include "tests/framework/Macros.h"
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#include "tests/framework/datasets/Datasets.h"
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#include "tests/validation/fixtures/GEMMLowpFixture.h"
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namespace arm_compute
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{
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namespace test
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{
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namespace validation
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{
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using namespace arm_compute::opencl::kernels;
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// Create function for CLGEMMReshapeRHSMatrixKernel
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using CLGEMMReshapeRHSMatrix = CLSynthetizeOperator<opencl::kernels::ClGemmReshapeRhsMatrixKernel>;
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// Create function for CLGEMMLowpMatrixMultiplyReshapedOnlyRHSKernel
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using CLGEMMLowpMatrixMultiplyReshapedOnlyRHS = CLSynthetizeOperator<opencl::kernels::ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel>;
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// Fixture for CLGEMMLowpMatrixMultiplyReshapedOnlyRHS
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using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture =
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GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshapedOnlyRHS>;
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// Fixture for CLGEMMLowpMatrixMultiplyReshapedOnlyRHS
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using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureSigned =
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GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageValidationFixture<int8_t, CLTensor, CLAccessor, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshapedOnlyRHS, CLReductionOperation, CLCast>;
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using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureUnsigned =
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GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageValidationFixture<uint8_t, CLTensor, CLAccessor, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshapedOnlyRHS, CLReductionOperation, CLCast>;
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namespace
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{
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// *INDENT-OFF*
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// clang-format off
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/** M values to test */
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const auto m_values = framework::dataset::make("M", {16, 49});
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/** N values to test */
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const auto n_values = framework::dataset::make("N", {16, 259});
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/** K values to test */
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const auto k_values = framework::dataset::make("K", {192});
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/** Batch size values to test */
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const auto b_values = framework::dataset::make("batch_size", {1, 2});
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/** M0 values to test - Precommit */
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const auto m0 = framework::dataset::make("M0", {1, 2, 4});
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/** N0 values to test - Precommit */
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const auto n0 = framework::dataset::make("N0", { 1, 4, 8});
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/** K0 values to test - Precommit */
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const auto k0 = framework::dataset::make("K0", { 4 });
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/** H0 values to test - Precommit */
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const auto h0 = framework::dataset::make("H0", 1);
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/** Interleave values to test with RHS matrix */
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const auto i_values_rhs = framework::dataset::make("interleave_rhs", { false });
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/** Transpose values to test with RHS matrix */
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const auto t_values_rhs = framework::dataset::make("transpose_rhs", { true });
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const auto broadcast_bias = framework::dataset::make("broadcast_bias", {true, false});
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} // namespace
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TEST_SUITE(CL)
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TEST_SUITE(GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL)
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FIXTURE_DATA_TEST_CASE(Signed, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture, framework::DatasetMode::ALL,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_values,
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n_values),
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k_values),
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b_values),
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m0),
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n0),
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k0),
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h0),
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i_values_rhs),
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t_values_rhs),
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framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED })))
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{
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// Validate output
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if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device()))
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{
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validate(CLAccessor(_target), _reference);
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}
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else
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{
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ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
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framework::ARM_COMPUTE_PRINT_INFO();
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}
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}
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FIXTURE_DATA_TEST_CASE(Unsigned, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture, framework::DatasetMode::ALL,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_values,
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n_values),
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k_values),
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b_values),
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m0),
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n0),
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k0),
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h0),
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i_values_rhs),
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t_values_rhs),
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framework::dataset::make("DataType", { DataType::QASYMM8})))
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{
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// Validate output
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if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device()))
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{
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validate(CLAccessor(_target), _reference);
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}
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else
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{
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ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
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framework::ARM_COMPUTE_PRINT_INFO();
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}
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}
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FIXTURE_DATA_TEST_CASE(OutputStageSigned, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureSigned, framework::DatasetMode::ALL,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_values,
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n_values),
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k_values),
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b_values),
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m0),
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n0),
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k0),
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h0),
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i_values_rhs),
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t_values_rhs),
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broadcast_bias),
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framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED})))
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{
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// Validate output
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if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device()))
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{
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validate(CLAccessor(_target), _reference);
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}
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else
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{
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ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
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framework::ARM_COMPUTE_PRINT_INFO();
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}
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}
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FIXTURE_DATA_TEST_CASE(OutputStageUnsigned, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureUnsigned, framework::DatasetMode::ALL,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_values,
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n_values),
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k_values),
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b_values),
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m0),
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n0),
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k0),
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h0),
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i_values_rhs),
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t_values_rhs),
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broadcast_bias),
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framework::dataset::make("DataType", { DataType::QASYMM8})))
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{
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// Validate output
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if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device()))
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{
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validate(CLAccessor(_target), _reference);
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}
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else
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{
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ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped");
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framework::ARM_COMPUTE_PRINT_INFO();
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}
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}
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TEST_SUITE_END() // GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL
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TEST_SUITE_END() // CL
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} // namespace validation
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} // namespace test
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} // namespace arm_compute
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