/* * 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/Types.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "arm_compute/runtime/CL/functions/CLConvertFullyConnectedWeights.h" #include "tests/CL/CLAccessor.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/ConvertFullyConnectedWeightsFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { auto params = combine(framework::dataset::make("WeightsWidth", { 16, 32, 64 }), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })); } // namespace TEST_SUITE(CL) TEST_SUITE(ConvertFullyConnectedWeights) // *INDENT-OFF* // clang-format off DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Mismatching data types TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), // Valid TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Mismatching shapes TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Wrong DataLayout }), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 42U), 1, DataType::F16), TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), })), framework::dataset::make("OriginalInput", { TensorShape(7U, 3U, 2U), TensorShape(7U, 3U, 2U), TensorShape(7U, 3U, 2U), TensorShape(7U, 3U, 2U), })), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NCHW, DataLayout::NCHW, DataLayout::UNKNOWN, })), framework::dataset::make("Expected", { false, true, false, false})), input_info, output_info, original_input_shape, data_layout, expected) { bool is_valid = bool(CLConvertFullyConnectedWeights::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), original_input_shape, data_layout)); ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); } // clang-format on // *INDENT-ON* template using CLConvertFullyConnectedWeightsFixture = ConvertFullyConnectedWeightsValidationFixture; TEST_SUITE(FP32) FIXTURE_DATA_TEST_CASE(RunSmall, CLConvertFullyConnectedWeightsFixture, framework::DatasetMode::ALL, combine(datasets::Tiny3DShapes(), combine(params, framework::dataset::make("DataType", DataType::F32)))) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLConvertFullyConnectedWeightsFixture, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType", DataType::F32)))) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE(FP16) FIXTURE_DATA_TEST_CASE(RunSmall, CLConvertFullyConnectedWeightsFixture, framework::DatasetMode::ALL, combine(datasets::Tiny3DShapes(), combine(params, framework::dataset::make("DataType", DataType::F16)))) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLConvertFullyConnectedWeightsFixture, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType", DataType::F16)))) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE(QASYMM8) FIXTURE_DATA_TEST_CASE(RunSmall, CLConvertFullyConnectedWeightsFixture, framework::DatasetMode::ALL, combine(datasets::Tiny3DShapes(), combine(params, framework::dataset::make("DataType", DataType::QASYMM8)))) { // Validate output validate(CLAccessor(_target), _reference); } FIXTURE_DATA_TEST_CASE(RunLarge, CLConvertFullyConnectedWeightsFixture, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType", DataType::QASYMM8)))) { // Validate output validate(CLAccessor(_target), _reference); } TEST_SUITE_END() TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute