| /* |
| * 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<opencl::kernels::ClGemmReshapeRhsMatrixKernel>; |
| |
| // Create function for CLGEMMLowpMatrixMultiplyReshapedOnlyRHSKernel |
| using CLGEMMLowpMatrixMultiplyReshapedOnlyRHS = CLSynthetizeOperator<opencl::kernels::ClGemmLowpMatrixMultiplyReshapedOnlyRhsMMULKernel>; |
| |
| // Fixture for CLGEMMLowpMatrixMultiplyReshapedOnlyRHS |
| using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULFixture = |
| GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULValidationFixture<CLTensor, CLAccessor, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshapedOnlyRHS>; |
| |
| // Fixture for CLGEMMLowpMatrixMultiplyReshapedOnlyRHS |
| using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureSigned = |
| GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageValidationFixture<int8_t, CLTensor, CLAccessor, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshapedOnlyRHS, CLReductionOperation, CLCast>; |
| |
| using CLGEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageFixtureUnsigned = |
| GEMMLowpMatrixMultiplyReshapedOnlyRHSMMULOutputStageValidationFixture<uint8_t, CLTensor, CLAccessor, CLGEMMReshapeRHSMatrix, CLGEMMLowpMatrixMultiplyReshapedOnlyRHS, CLReductionOperation, CLCast>; |
| |
| 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 |