/* * Copyright (c) 2022 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/runtime/CL/functions/CLCast.h" #include "arm_compute/runtime/CL/functions/CLReductionOperation.h" #include "src/gpu/cl/kernels/ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel.h" #include "src/gpu/cl/kernels/ClGemmReshapeRhsMatrixKernel.h" #include "tests/CL/CLAccessor.h" #include "tests/CL/Helper.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/fixtures/GEMMLowpFixture.h" namespace arm_compute { namespace test { namespace validation { using namespace arm_compute::opencl::kernels; // Create function for CLGEMMReshapeRHSMatrixKernel using CLGEMMReshapeRHSMatrix = CLSynthetizeOperator; // Create function for CLGEMMLowpMatrixMultiplyReshapedOnlyRHSKernel using CLGEMMLowpMatrixMultiplyReshapedOnlyRHS = CLSynthetizeOperator; // Fixture for CLGEMMLowpMatrixMultiplyReshapedOnlyRHS using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture = GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULValidationFixture; // Fixture for CLGEMMLowpMatrixMultiplyReshapedOnlyRHS using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureSigned = GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageValidationFixture; using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureUnsigned = GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageValidationFixture; namespace { // *INDENT-OFF* // clang-format off /** M values to test */ const auto m_values = framework::dataset::make("M", {16, 49}); /** N values to test */ const auto n_values = framework::dataset::make("N", {16, 259}); /** K values to test */ const auto k_values = framework::dataset::make("K", {192}); /** Batch size values to test */ const auto b_values = framework::dataset::make("batch_size", {1, 2}); /** M0 values to test - Precommit */ const auto m0 = framework::dataset::make("M0", {1, 2, 4}); /** N0 values to test - Precommit */ const auto n0 = framework::dataset::make("N0", { 1, 4, 8}); /** K0 values to test - Precommit */ const auto k0 = framework::dataset::make("K0", { 4 }); /** H0 values to test - Precommit */ const auto h0 = framework::dataset::make("H0", 1); /** Interleave values to test with RHS matrix */ const auto i_values_rhs = framework::dataset::make("interleave_rhs", { false }); /** Transpose values to test with RHS matrix */ const auto t_values_rhs = framework::dataset::make("transpose_rhs", { true }); const auto broadcast_bias = framework::dataset::make("broadcast_bias", {true, false}); } // namespace TEST_SUITE(CL) TEST_SUITE(GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL) FIXTURE_DATA_TEST_CASE(Signed, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( m_values, n_values), k_values), b_values), m0), n0), k0), h0), i_values_rhs), t_values_rhs), framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED }))) { // Validate output if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device())) { validate(CLAccessor(_target), _reference); } else { ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped"); framework::ARM_COMPUTE_PRINT_INFO(); } } FIXTURE_DATA_TEST_CASE(Unsigned, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( m_values, n_values), k_values), b_values), m0), n0), k0), h0), i_values_rhs), t_values_rhs), framework::dataset::make("DataType", { DataType::QASYMM8}))) { // Validate output if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device())) { validate(CLAccessor(_target), _reference); } else { ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped"); framework::ARM_COMPUTE_PRINT_INFO(); } } FIXTURE_DATA_TEST_CASE(OutputStageSigned, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureSigned, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( m_values, n_values), k_values), b_values), m0), n0), k0), h0), i_values_rhs), t_values_rhs), broadcast_bias), framework::dataset::make("DataType", { DataType::QASYMM8_SIGNED}))) { // Validate output if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device())) { validate(CLAccessor(_target), _reference); } else { ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped"); framework::ARM_COMPUTE_PRINT_INFO(); } } FIXTURE_DATA_TEST_CASE(OutputStageUnsigned, CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureUnsigned, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( m_values, n_values), k_values), b_values), m0), n0), k0), h0), i_values_rhs), t_values_rhs), broadcast_bias), framework::dataset::make("DataType", { DataType::QASYMM8}))) { // Validate output if(arm_matrix_multiply_supported(CLKernelLibrary::get().get_device())) { validate(CLAccessor(_target), _reference); } else { ARM_COMPUTE_TEST_INFO("cl_arm_matrix_multiply not supported. TEST skipped"); framework::ARM_COMPUTE_PRINT_INFO(); } } TEST_SUITE_END() // GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute