Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 1 | /* |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +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/CL/CLTensor.h" |
| 26 | #include "arm_compute/runtime/CL/CLTensorAllocator.h" |
| 27 | #include "arm_compute/runtime/CL/functions/CLReductionOperation.h" |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 28 | #include "tests/CL/CLAccessor.h" |
| 29 | #include "tests/PaddingCalculator.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 30 | #include "tests/datasets/ReductionOperationDataset.h" |
| 31 | #include "tests/datasets/ShapeDatasets.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Macros.h" |
| 34 | #include "tests/framework/datasets/Datasets.h" |
| 35 | #include "tests/validation/Validation.h" |
| 36 | #include "tests/validation/fixtures/ReductionOperationFixture.h" |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 37 | |
| 38 | namespace arm_compute |
| 39 | { |
| 40 | namespace test |
| 41 | { |
| 42 | namespace validation |
| 43 | { |
| 44 | namespace |
| 45 | { |
| 46 | /** Tolerance for float operations */ |
Michalis Spyrou | 7c75ba0 | 2018-10-18 16:17:16 +0100 | [diff] [blame] | 47 | AbsoluteTolerance<float> tolerance_f32(0.01f); |
| 48 | RelativeTolerance<float> rel_tolerance_f32(0.00001f); |
| 49 | AbsoluteTolerance<float> tolerance_f16(0.5f); |
| 50 | RelativeTolerance<float> rel_tolerance_f16(0.2f); |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 51 | } // namespace |
| 52 | |
| 53 | TEST_SUITE(CL) |
| 54 | TEST_SUITE(ReductionOperation) |
| 55 | |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 56 | // *INDENT-OFF* |
| 57 | // clang-format off |
| 58 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 59 | framework::dataset::make("InputInfo", { TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Mismatching data type input/output |
| 60 | TensorInfo(TensorShape(128U, 64U), 2, DataType::F32), // Number of Input channels != 1 |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame^] | 61 | TensorInfo(TensorShape(128U, 64U), 1, DataType::S16), // DataType != QASYMM8/F16/F32 |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 62 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Axis >= num_max_dimensions |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame^] | 63 | TensorInfo(TensorShape(128U, 64U), 1, DataType::QASYMM8), // Axis == 0 and SUM_SQUARE and QASYMM8 |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 64 | TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) |
| 65 | }), |
John Richardson | a424419 | 2018-05-14 17:20:39 +0100 | [diff] [blame] | 66 | framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(1U, 64U), 1, DataType::F16), |
| 67 | TensorInfo(TensorShape(1U, 64U), 1, DataType::F32), |
| 68 | TensorInfo(TensorShape(1U, 64U), 1, DataType::S16), |
| 69 | TensorInfo(TensorShape(1U, 64U), 1, DataType::F32), |
Michalis Spyrou | 8aaf93e | 2018-10-11 17:33:32 +0100 | [diff] [blame^] | 70 | TensorInfo(TensorShape(1U, 64U), 1, DataType::QASYMM8), |
John Richardson | a424419 | 2018-05-14 17:20:39 +0100 | [diff] [blame] | 71 | TensorInfo(TensorShape(1U, 64U), 1, DataType::F32) |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 72 | })), |
| 73 | framework::dataset::make("Axis", { 0U, 0U, 0U, static_cast<unsigned int>(TensorShape::num_max_dimensions), 1U, 0U })), |
| 74 | framework::dataset::make("Expected", { false, false, false, false, false, true })), |
| 75 | input_info, output_info, axis, expected) |
| 76 | { |
| 77 | bool is_valid = bool(CLReductionOperation::validate(&input_info.clone()->set_is_resizable(false), |
John Richardson | a424419 | 2018-05-14 17:20:39 +0100 | [diff] [blame] | 78 | &output_info.clone()->set_is_resizable(true), |
John Richardson | 62385bc | 2018-04-20 13:11:36 +0100 | [diff] [blame] | 79 | axis, |
| 80 | ReductionOperation::SUM_SQUARE)); |
| 81 | ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); |
| 82 | } |
| 83 | // clang-format on |
| 84 | // *INDENT-ON* |
| 85 | |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 86 | template <typename T> |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 87 | using CLReductionOperationFixture = ReductionOperationFixture<CLTensor, CLAccessor, CLReductionOperation, T>; |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 88 | |
| 89 | TEST_SUITE(Float) |
Michalis Spyrou | d1794eb | 2018-06-15 16:15:26 +0100 | [diff] [blame] | 90 | TEST_SUITE(FP16) |
| 91 | FIXTURE_DATA_TEST_CASE(RunSmall, CLReductionOperationFixture<half>, framework::DatasetMode::PRECOMMIT, |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 92 | combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), datasets::ReductionOperations())) |
Michalis Spyrou | d1794eb | 2018-06-15 16:15:26 +0100 | [diff] [blame] | 93 | { |
| 94 | // Validate output |
| 95 | validate(CLAccessor(_target), _reference, tolerance_f16); |
| 96 | } |
| 97 | FIXTURE_DATA_TEST_CASE(RunLarge, CLReductionOperationFixture<half>, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 98 | combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), datasets::ReductionOperations())) |
Michalis Spyrou | d1794eb | 2018-06-15 16:15:26 +0100 | [diff] [blame] | 99 | { |
| 100 | // Validate output |
Michalis Spyrou | 7c75ba0 | 2018-10-18 16:17:16 +0100 | [diff] [blame] | 101 | validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0, tolerance_f16); |
Michalis Spyrou | d1794eb | 2018-06-15 16:15:26 +0100 | [diff] [blame] | 102 | } |
| 103 | TEST_SUITE_END() // F16 |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 104 | TEST_SUITE(FP32) |
| 105 | FIXTURE_DATA_TEST_CASE(RunSmall, CLReductionOperationFixture<float>, framework::DatasetMode::PRECOMMIT, |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 106 | combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), datasets::ReductionOperations())) |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 107 | { |
| 108 | // Validate output |
| 109 | validate(CLAccessor(_target), _reference, tolerance_f32); |
| 110 | } |
| 111 | FIXTURE_DATA_TEST_CASE(RunLarge, CLReductionOperationFixture<float>, framework::DatasetMode::NIGHTLY, |
Michalis Spyrou | 7e9391b | 2018-10-05 14:49:28 +0100 | [diff] [blame] | 112 | combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), datasets::ReductionOperations())) |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 113 | { |
| 114 | // Validate output |
Michalis Spyrou | 7c75ba0 | 2018-10-18 16:17:16 +0100 | [diff] [blame] | 115 | validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0, tolerance_f32); |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 116 | } |
Michalis Spyrou | d1794eb | 2018-06-15 16:15:26 +0100 | [diff] [blame] | 117 | TEST_SUITE_END() // F32 |
| 118 | TEST_SUITE_END() // Float |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 119 | |
Michalis Spyrou | d1794eb | 2018-06-15 16:15:26 +0100 | [diff] [blame] | 120 | TEST_SUITE_END() // Reduction |
| 121 | TEST_SUITE_END() // CL |
Michalis Spyrou | 04f089c | 2017-08-08 17:42:38 +0100 | [diff] [blame] | 122 | } // namespace validation |
| 123 | } // namespace test |
| 124 | } // namespace arm_compute |