Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/Types.h" |
| 25 | #include "arm_compute/runtime/Allocator.h" |
| 26 | #include "arm_compute/runtime/NEON/functions/NEFlattenLayer.h" |
| 27 | #include "arm_compute/runtime/Tensor.h" |
| 28 | #include "tests/NEON/Accessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
| 30 | #include "tests/datasets/ShapeDatasets.h" |
| 31 | #include "tests/framework/Asserts.h" |
| 32 | #include "tests/framework/Macros.h" |
| 33 | #include "tests/framework/datasets/Datasets.h" |
| 34 | #include "tests/validation/Validation.h" |
| 35 | #include "tests/validation/fixtures/FlattenLayerFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | TEST_SUITE(NEON) |
| 44 | TEST_SUITE(FlattenLayer) |
| 45 | |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 46 | // *INDENT-OFF* |
| 47 | // clang-format off |
| 48 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip( |
| 49 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::U8), // Mismatching data_type |
| 50 | TensorInfo(TensorShape(4U, 5U, 4U), 1, DataType::F32), // Mismatching shapes |
| 51 | TensorInfo(TensorShape(4U, 4U, 4U), 1, DataType::F32), // Valid |
| 52 | }), |
| 53 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(64U), 1, DataType::F32), |
| 54 | TensorInfo(TensorShape(64U), 1, DataType::F32), |
| 55 | TensorInfo(TensorShape(64U), 1, DataType::F32), |
| 56 | })), |
| 57 | framework::dataset::make("Expected", { false, false, true})), |
| 58 | input_info, output_info, expected) |
| 59 | { |
| 60 | ARM_COMPUTE_EXPECT(bool(NEFlattenLayer::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false))) == expected, framework::LogLevel::ERRORS); |
| 61 | } |
| 62 | // clang-format on |
| 63 | // *INDENT-ON* |
| 64 | |
Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 65 | template <typename T> |
| 66 | using NEFlattenLayerFixture = FlattenLayerValidationFixture<Tensor, Accessor, NEFlattenLayer, T>; |
| 67 | |
| 68 | TEST_SUITE(Float) |
| 69 | TEST_SUITE(FP32) |
| 70 | FIXTURE_DATA_TEST_CASE(RunSmall, NEFlattenLayerFixture<float>, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::Small3DShapes(), datasets::Small4DShapes()), |
| 71 | framework::dataset::make("DataType", DataType::F32))) |
| 72 | { |
| 73 | // Validate output |
| 74 | validate(Accessor(_target), _reference); |
| 75 | } |
| 76 | FIXTURE_DATA_TEST_CASE(RunLarge, NEFlattenLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(framework::dataset::concat(datasets::Large3DShapes(), datasets::Large4DShapes()), |
| 77 | framework::dataset::make("DataType", DataType::F32))) |
| 78 | { |
| 79 | // Validate output |
| 80 | validate(Accessor(_target), _reference); |
| 81 | } |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 82 | TEST_SUITE_END() // FP32 |
Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 83 | |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 84 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 85 | TEST_SUITE(FP16) |
| 86 | FIXTURE_DATA_TEST_CASE(RunSmall, NEFlattenLayerFixture<half>, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::Small3DShapes(), datasets::Small4DShapes()), |
| 87 | framework::dataset::make("DataType", DataType::F16))) |
| 88 | { |
| 89 | // Validate output |
| 90 | validate(Accessor(_target), _reference); |
| 91 | } |
| 92 | FIXTURE_DATA_TEST_CASE(RunLarge, NEFlattenLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(framework::dataset::concat(datasets::Large3DShapes(), datasets::Large4DShapes()), |
| 93 | framework::dataset::make("DataType", DataType::F16))) |
| 94 | { |
| 95 | // Validate output |
| 96 | validate(Accessor(_target), _reference); |
| 97 | } |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 98 | TEST_SUITE_END() // FP16 |
| 99 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 100 | TEST_SUITE_END() // Float |
Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 101 | |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 102 | TEST_SUITE_END() // FlattenLayer |
| 103 | TEST_SUITE_END() // NEON |
Gian Marco Iodice | 3c2c433 | 2017-09-28 14:10:36 +0100 | [diff] [blame] | 104 | } // namespace validation |
| 105 | } // namespace test |
| 106 | } // namespace arm_compute |