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Diffstat (limited to 'tests/validation/CL/GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL.cpp')
| -rw-r--r-- | tests/validation/CL/GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL.cpp | 206 |
1 files changed, 206 insertions, 0 deletions
diff --git a/tests/validation/CL/GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL.cpp b/tests/validation/CL/GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL.cpp new file mode 100644 index 0000000000..a0d13c3e39 --- /dev/null +++ b/tests/validation/CL/GEMMLowpMatrixMultiplyReshapedOnlyRhsMMUL.cpp @@ -0,0 +1,206 @@ +/* + * 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
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