/* * Copyright (c) 2018-2019 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/core/CL/kernels/CLGEMMReshapeLHSMatrixKernel.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "tests/CL/CLAccessor.h" #include "tests/CL/Helper.h" #include "tests/PaddingCalculator.h" #include "tests/datasets/ShapeDatasets.h" #include "tests/framework/Asserts.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/Validation.h" #include "tests/validation/fixtures/GEMMReshapeLHSMatrixFixture.h" namespace arm_compute { namespace test { namespace validation { using namespace arm_compute::misc::shape_calculator; // Initialize the output tensor with zero and fill the border with zero using CLGEMMReshapeLHSMatrix = CLSynthetizeFunctionInitOutputWithZeroAndWithZeroConstantBorder; template using CLGEMMReshapeLHSMatrixFixture = GEMMReshapeLHSMatrixValidationFixture; // Fixture to use when the input has to be reinterpreted as 3D template using CLGEMMReshapeLHSMatrix3DFixture = GEMMReshapeLHSMatrixValidationFixture; // *INDENT-OFF* // clang-format off /** Data types */ namespace { const auto data_types = framework::dataset::make("DataType", { DataType::QASYMM8, DataType::F16, DataType::F32 }); /** Batch size values to test */ const auto b_values = framework::dataset::make("batchsize", 1, 3); /** M0 values to test - Precommit */ const auto m0_values_precommit = framework::dataset::make("M0", { 2, 4, 5 }); /** K0 values to test - Precommit */ const auto k0_values_precommit = framework::dataset::make("K0", { 2, 4 }); /** M0 values to test - Precommit */ const auto m0_values_nightly = framework::dataset::make("M0", 2, 9); /** K0 values to test - Precommit */ const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8, 16 }); /** V0 values to test */ const auto v0_values = framework::dataset::make("V0", 1, 4); /** Interleave values to test */ const auto i_values = framework::dataset::make("interleave", { true, false }); /** Transpose values to test */ const auto t_values = framework::dataset::make("transpose", { true, false }); /** Configuration test */ void validate_configuration(TensorShape shape_in, unsigned int b_value, DataType data_type, unsigned int m0_value, unsigned int k0_value, unsigned int v0_value, bool i_value, bool t_value, bool reinterpret_input_as_3d) { GEMMLHSMatrixInfo lhs_info; lhs_info.m0 = m0_value; lhs_info.k0 = k0_value; lhs_info.v0 = v0_value; lhs_info.interleave = i_value; lhs_info.transpose = t_value; TensorShape shape_src = shape_in; shape_src.set(shape_src.num_dimensions(), b_value); const TensorShape shape_dst = compute_lhs_reshaped_shape(TensorInfo(shape_src, 1, data_type), lhs_info, reinterpret_input_as_3d); // Create tensors CLTensor src = create_tensor(shape_src, data_type); CLTensor dst = create_tensor(shape_dst, data_type); ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); // Create and configure function CLGEMMReshapeLHSMatrixKernel reshape_lhs; reshape_lhs.configure(&src, &dst, lhs_info, reinterpret_input_as_3d); } } // namespace TEST_SUITE(CL) TEST_SUITE(GEMMReshapeLHSMatrix) DATA_TEST_CASE(ConfigurationSmall, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), b_values), data_types), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values), shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) { validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, false); } DATA_TEST_CASE(ConfigurationLarge, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), b_values), data_types), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values), shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) { validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, false); } TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrixFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), b_values), framework::dataset::make("DataType", DataType::S32)), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrixFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), b_values), framework::dataset::make("DataType", DataType::S32)), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S32 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrixFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), b_values), framework::dataset::make("DataType", DataType::S16)), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrixFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), b_values), framework::dataset::make("DataType", DataType::S16)), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S16 TEST_SUITE(S8) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrixFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape2DShapes(), b_values), framework::dataset::make("DataType", DataType::S8)), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrixFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape2DShapes(), b_values), framework::dataset::make("DataType", DataType::S8)), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S8 TEST_SUITE(ReinterpretInputAs3D) DATA_TEST_CASE(ConfigurationSmall, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), b_values), data_types), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values), shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) { validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, true); } DATA_TEST_CASE(ConfigurationLarge, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), b_values), data_types), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values), shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value) { validate_configuration(shape_in, b_value, data_type, m0_value, k0_value, v0_value, i_value, t_value, true); } TEST_SUITE(S32) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrix3DFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), b_values), framework::dataset::make("DataType", DataType::S32)), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrix3DFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), b_values), framework::dataset::make("DataType", DataType::S32)), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S32 TEST_SUITE(S16) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrix3DFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), b_values), framework::dataset::make("DataType", DataType::S16)), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrix3DFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), b_values), framework::dataset::make("DataType", DataType::S16)), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S16 TEST_SUITE(S8) FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMReshapeLHSMatrix3DFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallGEMMReshape3DShapes(), b_values), framework::dataset::make("DataType", DataType::S8)), m0_values_precommit), k0_values_precommit), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLGEMMReshapeLHSMatrix3DFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(datasets::LargeGEMMReshape3DShapes(), b_values), framework::dataset::make("DataType", DataType::S8)), m0_values_nightly), k0_values_nightly), v0_values), i_values), t_values)) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() // S8 TEST_SUITE_END() // ReinterpretInputAs3D TEST_SUITE_END() // GEMMReshapeLHSMatrix TEST_SUITE_END() // CL } // namespace validation } // namespace test } // namespace arm_compute