George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2020 Arm Limited. |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [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/NEElementwiseOperations.h" |
| 26 | #include "arm_compute/runtime/Tensor.h" |
| 27 | #include "arm_compute/runtime/TensorAllocator.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/ElementwiseOperationsFixture.h" |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | namespace |
| 44 | { |
| 45 | RelativeTolerance<float> tolerance_fp32(0.000001f); |
Manuel Bottini | 3278004 | 2020-11-26 16:33:57 +0000 | [diff] [blame] | 46 | AbsoluteTolerance<int> tolerance_zero_s32(1); // Tolerance for S32 division |
| 47 | |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 48 | /** Input data sets **/ |
Georgios Pinitas | 1813422 | 2020-09-03 21:00:23 +0100 | [diff] [blame] | 49 | const auto ElementwiseDivisionS32Dataset = combine(combine(framework::dataset::make("DataType", DataType::S32), |
| 50 | framework::dataset::make("DataType", DataType::S32)), |
| 51 | framework::dataset::make("DataType", DataType::S32)); |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 52 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 53 | RelativeTolerance<half> tolerance_fp16(static_cast<half>(0.01f)); |
| 54 | const auto ElementwiseDivisionFP16Dataset = combine(combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F16)), |
| 55 | framework::dataset::make("DataType", DataType::F16)); |
| 56 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 57 | const auto ElementwiseDivisionFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)), |
| 58 | framework::dataset::make("DataType", DataType::F32)); |
| 59 | } // namespace |
| 60 | |
| 61 | TEST_SUITE(NEON) |
| 62 | TEST_SUITE(ElementwiseDivision) |
| 63 | |
| 64 | template <typename T> |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 65 | using NEElementwiseDivisionFixture = ArithmeticDivisionValidationFixture<Tensor, Accessor, NEElementwiseDivision, T>; |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 66 | |
| 67 | // *INDENT-OFF* |
| 68 | // clang-format off |
| 69 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( |
| 70 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 71 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 72 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 73 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Invalid data type combination |
| 74 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| 75 | }), |
| 76 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 77 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 78 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 79 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
| 80 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| 81 | })), |
| 82 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 83 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 84 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), |
| 85 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
| 86 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| 87 | })), |
| 88 | framework::dataset::make("Expected", { true, true, true, false, false})), |
| 89 | input1_info, input2_info, output_info, expected) |
| 90 | { |
| 91 | ARM_COMPUTE_EXPECT(bool(NEElementwiseDivision::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false))) == expected, framework::LogLevel::ERRORS); |
| 92 | } |
| 93 | // clang-format on |
| 94 | // *INDENT-ON* |
| 95 | |
| 96 | TEST_SUITE(Float) |
| 97 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| 98 | TEST_SUITE(F16) |
| 99 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP16Dataset)) |
| 100 | { |
| 101 | // Validate output |
| 102 | validate(Accessor(_target), _reference, tolerance_fp16, 0.01); |
| 103 | } |
| 104 | TEST_SUITE_END() // F16 |
| 105 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| 106 | |
| 107 | TEST_SUITE(F32) |
Michalis Spyrou | 5ce99a2 | 2019-01-25 14:17:49 +0000 | [diff] [blame] | 108 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP32Dataset)) |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 109 | { |
| 110 | // Validate output |
| 111 | validate(Accessor(_target), _reference, tolerance_fp32, 0.01); |
| 112 | } |
| 113 | |
| 114 | template <typename T> |
Giorgio Arena | 8b2a7d3 | 2020-02-11 17:21:31 +0000 | [diff] [blame] | 115 | using NEElementwiseDivisionBroadcastFixture = ArithmeticDivisionBroadcastValidationFixture<Tensor, Accessor, NEElementwiseDivision, T>; |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 116 | |
Michalis Spyrou | 5ce99a2 | 2019-01-25 14:17:49 +0000 | [diff] [blame] | 117 | FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseDivisionBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(), |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 118 | ElementwiseDivisionFP32Dataset)) |
| 119 | { |
| 120 | // Validate output |
| 121 | validate(Accessor(_target), _reference, tolerance_fp32, 0.01); |
| 122 | } |
| 123 | TEST_SUITE_END() // F32 |
| 124 | TEST_SUITE_END() // Float |
| 125 | |
Georgios Pinitas | 1813422 | 2020-09-03 21:00:23 +0100 | [diff] [blame] | 126 | TEST_SUITE(Integer) |
| 127 | TEST_SUITE(S32) |
| 128 | FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<int32_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionS32Dataset)) |
| 129 | { |
| 130 | // Validate output |
Manuel Bottini | 3278004 | 2020-11-26 16:33:57 +0000 | [diff] [blame] | 131 | validate(Accessor(_target), _reference, tolerance_zero_s32); |
Georgios Pinitas | 1813422 | 2020-09-03 21:00:23 +0100 | [diff] [blame] | 132 | } |
| 133 | TEST_SUITE_END() // S32 |
| 134 | TEST_SUITE_END() // Integer |
| 135 | |
George Wort | a1e7e28 | 2019-01-15 11:00:29 +0000 | [diff] [blame] | 136 | TEST_SUITE_END() // ElementwiseDivision |
| 137 | TEST_SUITE_END() // NEON |
| 138 | } // namespace validation |
| 139 | } // namespace test |
| 140 | } // namespace arm_compute |