| /* |
| * Copyright (c) 2019-2020 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/NEElementwiseOperations.h" |
| #include "arm_compute/runtime/Tensor.h" |
| #include "arm_compute/runtime/TensorAllocator.h" |
| #include "tests/NEON/Accessor.h" |
| #include "tests/PaddingCalculator.h" |
| #include "tests/datasets/ComparisonOperationsDataset.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/ComparisonFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| namespace |
| { |
| const auto run_small_dataset = combine(datasets::ComparisonOperations(), datasets::SmallShapes()); |
| const auto run_small_broadcast_dataset = combine(datasets::ComparisonOperations(), datasets::SmallShapesBroadcast()); |
| const auto run_large_dataset = combine(datasets::ComparisonOperations(), datasets::LargeShapes()); |
| |
| } // namespace |
| |
| TEST_SUITE(NEON) |
| TEST_SUITE(Comparison) |
| |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid output type |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching input types |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| }), |
| framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| })), |
| framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| })), |
| framework::dataset::make("Expected", { false, false, false, true})), |
| input1_info, input2_info, output_info, expected) |
| { |
| Status s = NEElementwiseComparison::validate(&input1_info.clone()->set_is_resizable(false), |
| &input2_info.clone()->set_is_resizable(false), |
| &output_info.clone()->set_is_resizable(false), |
| ComparisonOperation::Equal); |
| ARM_COMPUTE_EXPECT(bool(s) == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| template <typename T> |
| using NEComparisonFixture = ComparisonValidationFixture<Tensor, Accessor, NEElementwiseComparison, T>; |
| |
| TEST_SUITE(Bool) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NEComparisonFixture<uint8_t>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(run_small_dataset, framework::dataset::make("DataType", DataType::U8))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() |
| |
| TEST_SUITE(Float) |
| #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| TEST_SUITE(FP16) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NEComparisonFixture<half>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(run_small_dataset, framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, |
| NEComparisonFixture<half>, |
| framework::DatasetMode::NIGHTLY, |
| combine(run_large_dataset, framework::dataset::make("DataType", DataType::F16))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // FP16 |
| #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| |
| TEST_SUITE(FP32) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NEComparisonFixture<float>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(run_small_dataset, framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, |
| NEComparisonFixture<float>, |
| framework::DatasetMode::NIGHTLY, |
| combine(run_large_dataset, framework::dataset::make("DataType", DataType::F32))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() // FP32 |
| TEST_SUITE_END() // Float |
| |
| template <typename T> |
| using NEComparisonQuantizedFixture = ComparisonValidationQuantizedFixture<Tensor, Accessor, NEElementwiseComparison, T>; |
| template <typename T> |
| using NEComparisonQuantizedBroadcastFixture = ComparisonQuantizedBroadcastValidationFixture<Tensor, Accessor, NEElementwiseComparison, T>; |
| |
| TEST_SUITE(Quantized) |
| TEST_SUITE(QASYMM8) |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NEComparisonQuantizedFixture<uint8_t>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(run_small_dataset, framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), |
| framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) }))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() |
| TEST_SUITE(QASYMM8_SIGNED) |
| FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, |
| NEComparisonQuantizedBroadcastFixture<int8_t>, |
| framework::DatasetMode::ALL, |
| combine(combine(combine(run_small_broadcast_dataset, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.1, -30) })), |
| framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.3f, 2) }))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| |
| FIXTURE_DATA_TEST_CASE(RunSmall, |
| NEComparisonQuantizedFixture<int8_t>, |
| framework::DatasetMode::PRECOMMIT, |
| combine(combine(combine(run_small_dataset, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), |
| framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.1, -30) })), |
| framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.3f, 2) }))) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference); |
| } |
| TEST_SUITE_END() |
| TEST_SUITE_END() |
| |
| TEST_SUITE_END() // Comparison |
| TEST_SUITE_END() // CL |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |