252 lines
13 KiB
C++
252 lines
13 KiB
C++
/*
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* Copyright (c) 2019-2020 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/core/Types.h"
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#include "arm_compute/core/utils/misc/ShapeCalculator.h"
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#include "src/core/CL/kernels/CLGEMMLowpMatrixMultiplyReshapedKernel.h"
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#include "src/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h"
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#include "src/core/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/Asserts.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/Validation.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::misc::shape_calculator;
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// Create function for CLGEMMReshapeLHSMatrixKernel
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using CLGEMMReshapeLHSMatrix = CLSynthetizeFunction<CLGEMMReshapeLHSMatrixKernel>;
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// Create function for CLGEMMReshapeRHSMatrixKernel
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using CLGEMMReshapeRHSMatrix = CLSynthetizeFunction<CLGEMMReshapeRHSMatrixKernel>;
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// Create function for CLGEMMMatrixMultiplyReshapedKernel
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using CLGEMMLowpMatrixMultiplyReshaped = CLSynthetizeFunction<CLGEMMLowpMatrixMultiplyReshapedKernel>;
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// Fixture for CLGEMMLowpMatrixMultiplyReshaped
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using CLGEMMLowpMatrixMultiplyReshapedFixture = GEMMLowpMatrixMultiplyReshapedValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshaped>;
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// Fixture for CLGEMMMatrixMultiplyReshaped3D
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using CLGEMMLowpMatrixMultiplyReshaped3DFixture =
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GEMMLowpMatrixMultiplyReshaped3DValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeLHSMatrix, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshaped>;
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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", 37);
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/** M_W values to test */
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const auto m_w_values = framework::dataset::make("M_W", 5);
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/** M_H values to test */
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const auto m_h_values = framework::dataset::make("M_H", 7);
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/** N values to test */
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const auto n_values = framework::dataset::make("N", 51);
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/** K values to test */
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const auto k_values = framework::dataset::make("K", 23);
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/** Batch size values to test */
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const auto b_values = framework::dataset::make("batch_size", 1, 3);
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/** M0 values to test - Precommit */
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const auto m0_values_precommit_1 = framework::dataset::make("M0", { 4 });
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const auto m0_values_precommit_2 = framework::dataset::make("M0", { 6 });
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/** N0 values to test - Precommit */
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const auto n0_values_precommit = framework::dataset::make("N0", { 4 });
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/** K0 values to test - Precommit */
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const auto k0_values_precommit = framework::dataset::make("K0", { 16 });
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/** V0 values to test - Precommit */
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const auto v0_values_precommit = framework::dataset::make("V0", 1, 3);
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/** H0 values to test - Precommit */
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const auto h0_values_precommit = framework::dataset::make("H0", 1, 3);
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/** M0 values to test - Nightly */
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const auto m0_values_nightly = framework::dataset::make("M0", 2, 7);
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/** N0 values to test - Nightly */
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const auto n0_values_nightly = framework::dataset::make("N0", { 2, 3, 4, 8 });
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/** K0 values to test - Nightly */
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const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8, 16 });
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/** V0 values to test - Nightly */
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const auto v0_values_nightly = framework::dataset::make("V0", 1, 4);
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/** H0 values to test - Nightly */
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const auto h0_values_nightly = framework::dataset::make("H0", 1, 4);
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/** Interleave values to test with LHS matrix */
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const auto i_values_lhs = framework::dataset::make("interleave_lhs", { true, false });
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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", { true, false });
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} // namespace
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TEST_SUITE(CL)
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TEST_SUITE(GEMMLowpMatrixMultiplyReshaped)
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TEST_SUITE(QUANTIZED)
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TEST_SUITE(QASYMM8)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyReshapedFixture, 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_values_precommit_1),
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n0_values_precommit),
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k0_values_precommit),
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v0_values_precommit),
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h0_values_precommit),
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i_values_lhs),
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i_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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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMLowpMatrixMultiplyReshapedFixture, framework::DatasetMode::DISABLED,
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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_values_nightly),
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n0_values_nightly),
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k0_values_nightly),
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v0_values_nightly),
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h0_values_nightly),
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i_values_lhs),
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i_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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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::ALL,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_w_values,
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m_h_values),
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n_values),
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k_values),
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b_values),
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m0_values_precommit_1),
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n0_values_precommit),
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k0_values_precommit),
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v0_values_precommit),
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h0_values_precommit),
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i_values_lhs),
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i_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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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunLarge3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::DISABLED,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_w_values,
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m_h_values),
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n_values),
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k_values),
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b_values),
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m0_values_nightly),
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n0_values_nightly),
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k0_values_nightly),
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v0_values_nightly),
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h0_values_nightly),
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i_values_lhs),
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i_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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validate(CLAccessor(_target), _reference);
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}
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TEST_SUITE_END() // QASYMM8
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TEST_SUITE(QASYMM8_SIGNED)
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FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMLowpMatrixMultiplyReshapedFixture, 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_values_precommit_2),
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n0_values_precommit),
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k0_values_precommit),
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v0_values_precommit),
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h0_values_precommit),
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i_values_lhs),
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i_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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validate(CLAccessor(_target), _reference);
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}
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FIXTURE_DATA_TEST_CASE(RunSmall3D, CLGEMMLowpMatrixMultiplyReshaped3DFixture, framework::DatasetMode::ALL,
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combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(
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m_w_values,
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m_h_values),
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n_values),
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k_values),
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b_values),
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m0_values_precommit_2),
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n0_values_precommit),
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k0_values_precommit),
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v0_values_precommit),
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h0_values_precommit),
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i_values_lhs),
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i_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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validate(CLAccessor(_target), _reference);
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}
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TEST_SUITE_END() // QASYMM8_SIGNED
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TEST_SUITE_END() // QUANTIZED
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TEST_SUITE_END() // GEMMLowpMatrixMultiplyReshaped
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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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