Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +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/NEON/functions/NEConvertFullyConnectedWeights.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.h" |
| 28 | #include "tests/NEON/Accessor.h" |
| 29 | #include "tests/datasets/ShapeDatasets.h" |
| 30 | #include "tests/framework/Asserts.h" |
| 31 | #include "tests/framework/Macros.h" |
| 32 | #include "tests/framework/datasets/Datasets.h" |
| 33 | #include "tests/validation/Validation.h" |
| 34 | #include "tests/validation/fixtures/ConvertFullyConnectedWeightsFixture.h" |
| 35 | |
| 36 | namespace arm_compute |
| 37 | { |
| 38 | namespace test |
| 39 | { |
| 40 | namespace validation |
| 41 | { |
| 42 | namespace |
| 43 | { |
| 44 | auto params = combine(framework::dataset::make("WeightsWidth", { 16, 32, 64 }), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })); |
| 45 | } // namespace |
| 46 | |
| 47 | TEST_SUITE(NEON) |
| 48 | TEST_SUITE(ConvertFullyConnectedWeights) |
| 49 | |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 50 | // *INDENT-OFF* |
| 51 | // clang-format off |
| 52 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| 53 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Mismatching data types |
| 54 | TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), // Valid |
| 55 | TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Mismatching shapes |
| 56 | TensorInfo(TensorShape(27U, 42U), 1, DataType::F32), // Wrong DataLayout |
| 57 | }), |
| 58 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 42U), 1, DataType::F16), |
| 59 | TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), |
| 60 | TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), |
| 61 | TensorInfo(TensorShape(32U, 42U), 1, DataType::F32), |
| 62 | })), |
| 63 | framework::dataset::make("OriginalInput", { TensorShape(7U, 3U, 2U), |
| 64 | TensorShape(7U, 3U, 2U), |
| 65 | TensorShape(7U, 3U, 2U), |
| 66 | TensorShape(7U, 3U, 2U), |
| 67 | })), |
| 68 | framework::dataset::make("DataLayout", { DataLayout::NCHW, |
| 69 | DataLayout::NCHW, |
| 70 | DataLayout::NCHW, |
| 71 | DataLayout::UNKNOWN, |
| 72 | })), |
| 73 | framework::dataset::make("Expected", { false, true, false, false})), |
| 74 | input_info, output_info, original_input_shape, data_layout, expected) |
| 75 | { |
| 76 | bool is_valid = bool(NEConvertFullyConnectedWeights::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), original_input_shape, data_layout)); |
| 77 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 78 | } |
| 79 | // clang-format on |
| 80 | // *INDENT-ON* |
| 81 | |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 82 | template <typename T> |
| 83 | using NEConvertFullyConnectedWeightsFixture = ConvertFullyConnectedWeightsValidationFixture<Tensor, Accessor, NEConvertFullyConnectedWeights, T>; |
| 84 | |
| 85 | TEST_SUITE(FP32) |
Giorgio Arena | 1731d51 | 2018-05-14 11:21:46 +0100 | [diff] [blame] | 86 | FIXTURE_DATA_TEST_CASE(RunSmall, NEConvertFullyConnectedWeightsFixture<float>, framework::DatasetMode::ALL, combine(datasets::Small3DShapes(), combine(params, framework::dataset::make("DataType", |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 87 | DataType::F32)))) |
| 88 | { |
| 89 | // Validate output |
| 90 | validate(Accessor(_target), _reference); |
| 91 | } |
Giorgio Arena | 1731d51 | 2018-05-14 11:21:46 +0100 | [diff] [blame] | 92 | FIXTURE_DATA_TEST_CASE(RunLarge, NEConvertFullyConnectedWeightsFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType", |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 93 | DataType::F32)))) |
| 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() // FP32 |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 99 | |
| 100 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 101 | TEST_SUITE(FP16) |
Giorgio Arena | 1731d51 | 2018-05-14 11:21:46 +0100 | [diff] [blame] | 102 | FIXTURE_DATA_TEST_CASE(RunSmall, NEConvertFullyConnectedWeightsFixture<half>, framework::DatasetMode::ALL, combine(datasets::Small3DShapes(), combine(params, framework::dataset::make("DataType", |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 103 | DataType::F16)))) |
| 104 | { |
| 105 | // Validate output |
| 106 | validate(Accessor(_target), _reference); |
| 107 | } |
Giorgio Arena | 1731d51 | 2018-05-14 11:21:46 +0100 | [diff] [blame] | 108 | FIXTURE_DATA_TEST_CASE(RunLarge, NEConvertFullyConnectedWeightsFixture<half>, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, framework::dataset::make("DataType", |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 109 | DataType::F16)))) |
| 110 | { |
| 111 | // Validate output |
| 112 | validate(Accessor(_target), _reference); |
| 113 | } |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 114 | TEST_SUITE_END() // FP16 |
| 115 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 116 | |
| 117 | TEST_SUITE(QASYMM8) |
Giorgio Arena | 1731d51 | 2018-05-14 11:21:46 +0100 | [diff] [blame] | 118 | FIXTURE_DATA_TEST_CASE(RunSmall, NEConvertFullyConnectedWeightsFixture<uint8_t>, framework::DatasetMode::ALL, combine(datasets::Small3DShapes(), combine(params, framework::dataset::make("DataType", |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 119 | DataType::QASYMM8)))) |
| 120 | { |
| 121 | // Validate output |
| 122 | validate(Accessor(_target), _reference); |
| 123 | } |
Giorgio Arena | 1731d51 | 2018-05-14 11:21:46 +0100 | [diff] [blame] | 124 | FIXTURE_DATA_TEST_CASE(RunLarge, NEConvertFullyConnectedWeightsFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large3DShapes(), combine(params, |
| 125 | framework::dataset::make("DataType", |
| 126 | DataType::QASYMM8)))) |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 127 | { |
| 128 | // Validate output |
| 129 | validate(Accessor(_target), _reference); |
| 130 | } |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 131 | TEST_SUITE_END() // QASYMM8 |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 132 | |
Michalis Spyrou | aeebe4a | 2019-01-09 14:21:03 +0000 | [diff] [blame] | 133 | TEST_SUITE_END() // ConvertFullyConnectedWeights |
| 134 | TEST_SUITE_END() // NEON |
Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame] | 135 | } // namespace validation |
| 136 | } // namespace test |
| 137 | } // namespace arm_compute |