/* * Copyright (c) 2017 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/Types.h" #include "arm_compute/runtime/NEON/functions/NEGEMMLowp.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.h" #include "tests/NEON/Accessor.h" #include "tests/datasets/LargeGEMMLowpDataset.h" #include "tests/datasets/SmallGEMMLowpDataset.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/GEMMInterleaveBlockedFixture.h" #include "tests/validation/fixtures/GEMMLowpFixture.h" #include "arm_compute/core/NEON/kernels/NEGEMMInterleaveBlockedKernel.h" #include "tests/NEON/Helper.h" namespace arm_compute { namespace test { namespace validation { namespace { const auto data_mnk = framework::dataset::make("M", 12, 20) * framework::dataset::make("N", 12, 20) * framework::dataset::make("K", 12, 15); const auto data_offsets = framework::dataset::make("a", -3, 3) * framework::dataset::make("b", -1, 2) * framework::dataset::make("c", 1, 3) * framework::dataset::make("cm", 0, 3) * framework::dataset::make("shift", 0, 4); const auto data_int_blk = framework::dataset::make("M", 8, 12) * framework::dataset::make("N", 8, 12) * framework::dataset::make("by", 8, 13) * framework::dataset::make("block", 4, 9); const auto data_int_blk_tr = framework::dataset::make("M", 8, 17) * framework::dataset::make("N", 8, 14) * framework::dataset::make("by", 12) * framework::dataset::make("block", 4); } // namespace TEST_SUITE(NEON) TEST_SUITE(GEMMLowp) TEST_SUITE(U8) TEST_SUITE(INTERLEAVE_BLOCKED) using NEInterleaveBlocked = NESynthetizeFunction; using NEGEMMInterleaveBlockedFixture = GEMMInterleaveBlockedValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMInterleaveBlockedFixture, framework::DatasetMode::PRECOMMIT, data_int_blk) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE(INTERLEAVE_BLOCKED_TRANSPOSED) using NEInterleaveBlockedTransposed = NESynthetizeFunction; using NEGEMMInterleaveBlockedTransposedFixture = GEMMInterleaveBlockedValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMInterleaveBlockedTransposedFixture, framework::DatasetMode::PRECOMMIT, data_int_blk_tr) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() using NEGEMMLowpOffsetFixture = GEMMLowpOffsetValidationFixture; DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::SmallGEMMLowpDataset(), datasets::LargeGEMMLowpDataset()), framework::dataset::make("DataType", DataType::U8)), shape_a, shape_b, shape_c, a_offset, b_offset, c_offset, c_mult_int, out_shift, data_type) { // Create tensors Tensor a = create_tensor(shape_a, data_type); Tensor b = create_tensor(shape_b, data_type); Tensor c = create_tensor(shape_c, data_type); ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); ARM_COMPUTE_EXPECT(c.info()->is_resizable(), framework::LogLevel::ERRORS); // Create and configure function NEGEMMLowp gemmlowp; gemmlowp.configure(&a, &b, &c, a_offset, b_offset, c_offset, c_mult_int, out_shift); } FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMLowpOffsetFixture, framework::DatasetMode::ALL, combine(datasets::SmallGEMMLowpDataset(), framework::dataset::make("DataType", DataType::U8))) { // Validate output validate(Accessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, NEGEMMLowpOffsetFixture, framework::DatasetMode::NIGHTLY, combine(datasets::LargeGEMMLowpDataset(), framework::dataset::make("DataType", DataType::U8))) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() //FIXME: This is in the process of being updated, for more info please refer to COMPMID-624. #if 0 // defined(__aarch64__) TEST_SUITE(U32) using NEGEMMLowpFixture = GEMMLowpValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMLowpFixture, framework::DatasetMode::PRECOMMIT, framework::dataset::make("M", 12, 20) * framework::dataset::make("N", 12, 20) * framework::dataset::make("K", 16)) { // Validate output validate(Accessor(_target), _reference); } TEST_SUITE_END() #endif // defined(__aarch64__) TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute