John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 1 | /* |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 Arm Limited. |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +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 | */ |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 24 | #include "arm_compute/core/Rounding.h" |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 25 | #include "arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h" |
| 26 | #include "tests/NEON/Accessor.h" |
| 27 | #include "tests/PaddingCalculator.h" |
| 28 | #include "tests/datasets/ConvertPolicyDataset.h" |
| 29 | #include "tests/datasets/ShapeDatasets.h" |
| 30 | #include "tests/framework/Macros.h" |
| 31 | #include "tests/validation/Validation.h" |
| 32 | #include "tests/validation/fixtures/PixelWiseMultiplicationFixture.h" |
| 33 | |
| 34 | namespace arm_compute |
| 35 | { |
| 36 | namespace test |
| 37 | { |
| 38 | namespace validation |
| 39 | { |
| 40 | namespace |
| 41 | { |
| 42 | const float scale_unity = 1.f; |
| 43 | const float scale_255 = 1.f / 255.f; |
| 44 | const float scale_other = 1.f / 32768.f; |
| 45 | |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 46 | constexpr AbsoluteTolerance<float> tolerance_qasymm8(1); /**< Tolerance value for comparing reference's output against implementation's output for 8-bit quantized asymmetric data types */ |
| 47 | constexpr AbsoluteTolerance<float> tolerance_qsymm16(1); /**< Tolerance value for comparing reference's output against implementation's output for 16-bit quantized symmetric data types */ |
| 48 | |
| 49 | const auto PixelWiseMultiplicationQSYMM16QuantDataset = combine(combine( |
| 50 | framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0) }), |
| 51 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0) })), |
| 52 | framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })); |
| 53 | |
| 54 | const auto PixelWiseMultiplicationQASYMM8QuantDataset = combine(combine( |
| 55 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 32768.f, 0) }), |
| 56 | framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0) })), |
| 57 | framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 32768.f, 0) })); |
| 58 | |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 59 | const auto PixelWiseMultiplicationQASYMM8QuantInPlaceDataset = combine(combine( |
| 60 | framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 32768.f, 10) }), |
| 61 | framework::dataset::make("Src1QInfo", { QuantizationInfo(5.f / 32768.f, 10) })), |
| 62 | framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 10) })); |
| 63 | |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 64 | const auto PixelWiseMultiplicationPolicySTNUDataset = combine( |
| 65 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE }), |
| 66 | framework::dataset::make("RoundingPolicy", { RoundingPolicy::TO_NEAREST_UP })); |
| 67 | |
| 68 | const auto PixelWiseMultiplicationPolicySTZDataset = combine( |
| 69 | framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE }), |
| 70 | framework::dataset::make("RoundingPolicy", { RoundingPolicy::TO_ZERO })); |
| 71 | |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 72 | /** Tests for in-place computation |
| 73 | * With current interface storing TensorInfo with quantization information |
| 74 | * in the kernel, it is difficult to have different tensor metadata |
| 75 | * (e.g., quantization information, data type, different shape for broadcasting) |
| 76 | * when an input is used as the output of the computation. |
| 77 | * So, the following dataset for in-place computation is used only when |
| 78 | * the exact same input and output Tensor object makes sense |
| 79 | * (i.e., all the tensor metadata is the same) whereas if output is |
| 80 | * expected to have either different quantization information, data type |
| 81 | * or different shape we are not testing in-place computation. |
| 82 | */ |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 83 | const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true }); |
| 84 | const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false }); |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 85 | |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 86 | #define DEFAULT_VALIDATE validate(Accessor(_target), _reference); |
John Richardson | 9c450cc | 2017-11-22 12:00:41 +0000 | [diff] [blame] | 87 | #define VALIDATE(TYPE, TOLERANCE) validate(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f); |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 88 | #define WRAP_VALIDATE(TYPE, TOLERANCE) validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f); |
| 89 | |
| 90 | // *INDENT-OFF* |
| 91 | // clang-format off |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 92 | #define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, DT3, SCALE, RP, INPLACE_DATASET, VALIDATE) \ |
| 93 | FIXTURE_DATA_TEST_CASE(TEST_NAME, NEPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE, \ |
| 94 | combine(combine(combine(combine(combine(combine(combine( \ |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 95 | datasets::SHAPES, \ |
| 96 | framework::dataset::make("DataType1", DataType::DT1)), \ |
| 97 | framework::dataset::make("DataType2", DataType::DT2)), \ |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 98 | framework::dataset::make("DataType3", DataType::DT3)), \ |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 99 | framework::dataset::make("Scale", std::move(SCALE))), \ |
| 100 | datasets::ConvertPolicies()), \ |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 101 | framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)), \ |
| 102 | (INPLACE_DATASET))) \ |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 103 | { \ |
| 104 | VALIDATE \ |
| 105 | } |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 106 | |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 107 | // *INDENT-ON* |
| 108 | // clang-format on |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 109 | } // namespace |
| 110 | |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 111 | using NEPixelWiseMultiplicationQASYMM8Fixture = PixelWiseMultiplicationValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, uint8_t, uint8_t>; |
| 112 | using NEPixelWiseMultiplicationQASYMM8SignedFixture = PixelWiseMultiplicationValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, int8_t, int8_t>; |
| 113 | using NEPixelWiseMultiplicationQSYMM16Fixture = PixelWiseMultiplicationValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, int16_t, int16_t>; |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 114 | using NEPixelWiseMultiplicationQSYMM16ToS32Fixture = PixelWiseMultiplicationValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, int16_t, int16_t, int32_t>; |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 115 | template <typename T> |
| 116 | using NEPixelWiseMultiplicationToU8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, uint8_t>; |
| 117 | template <typename T> |
| 118 | using NEPixelWiseMultiplicationToS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, int16_t>; |
| 119 | template <typename T> |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 120 | using NEPixelWiseMultiplicationToS32Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, int32_t>; |
| 121 | template <typename T> |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 122 | using NEPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, half_float::half>; |
| 123 | template <typename T> |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 124 | using NEPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, float>; |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 125 | using NEPixelWiseMultiplicationU8U8ToS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, uint8_t, uint8_t, int16_t>; |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 126 | template <typename T> |
SiCong Li | d6d1b36 | 2020-09-24 17:34:23 +0100 | [diff] [blame] | 127 | using NEPixelWiseMultiplicationBroadcastFixture = PixelWiseMultiplicationBroadcastValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, T>; |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 128 | using NEPixelWiseMultiplicationBroadcastQASYMM8Fixture = PixelWiseMultiplicationBroadcastValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, uint8_t, uint8_t>; |
| 129 | using NEPixelWiseMultiplicationBroadcastQASYMM8SignedFixture = PixelWiseMultiplicationBroadcastValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, int8_t, int8_t>; |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 130 | |
| 131 | TEST_SUITE(NEON) |
| 132 | TEST_SUITE(PixelWiseMultiplication) |
| 133 | |
Ioan-Cristian Szabo | 754e952 | 2017-11-28 18:29:43 +0000 | [diff] [blame] | 134 | // *INDENT-OFF* |
| 135 | // clang-format off |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 136 | DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip( |
| 137 | framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), //1 Ok |
| 138 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), //2 Ok |
| 139 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), //3 Window shrink |
| 140 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), //4 Invalid scale |
| 141 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), //5 Invalid data type combination |
| 142 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), //6 Mismatching shapes |
| 143 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), //7 Mismatching data type |
| 144 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), //8 Mismatching data type |
| 145 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), //9 Ok |
| 146 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), //10 Mismatching data type |
| 147 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), //11 Mismatching data type |
| 148 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), //12 Ok |
| 149 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), //13 Quantized cannot do WRAP |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 150 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), //14 S32 does not support scale255 |
Ioan-Cristian Szabo | 754e952 | 2017-11-28 18:29:43 +0000 | [diff] [blame] | 151 | }), |
| 152 | framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 153 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 154 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| 155 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 156 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 157 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
Vidhya Sudhan Loganathan | 0fc2545 | 2018-06-18 14:40:56 +0100 | [diff] [blame] | 158 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 159 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 160 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
| 161 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
| 162 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
| 163 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
| 164 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 165 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
Ioan-Cristian Szabo | 754e952 | 2017-11-28 18:29:43 +0000 | [diff] [blame] | 166 | })), |
| 167 | framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| 168 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 169 | TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| 170 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 171 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| 172 | TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 173 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 174 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 175 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
| 176 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
| 177 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
| 178 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), |
| 179 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8_SIGNED), |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 180 | TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S32), |
Ioan-Cristian Szabo | 754e952 | 2017-11-28 18:29:43 +0000 | [diff] [blame] | 181 | })), |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 182 | framework::dataset::make("Scale",{ scale_unity, |
| 183 | scale_unity, |
| 184 | scale_unity, |
| 185 | -1.f, |
| 186 | scale_unity, |
| 187 | scale_unity, |
| 188 | scale_unity, |
| 189 | scale_unity, |
| 190 | scale_unity, |
| 191 | scale_unity, |
| 192 | scale_unity, |
| 193 | scale_unity, |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 194 | scale_unity, |
| 195 | scale_255})), |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 196 | framework::dataset::make("OverflowPolicy",{ |
| 197 | ConvertPolicy::WRAP, |
| 198 | ConvertPolicy::WRAP, |
| 199 | ConvertPolicy::WRAP, |
| 200 | ConvertPolicy::WRAP, |
| 201 | ConvertPolicy::WRAP, |
| 202 | ConvertPolicy::WRAP, |
| 203 | ConvertPolicy::WRAP, |
| 204 | ConvertPolicy::WRAP, |
| 205 | ConvertPolicy::SATURATE, |
| 206 | ConvertPolicy::WRAP, |
| 207 | ConvertPolicy::WRAP, |
| 208 | ConvertPolicy::SATURATE, |
| 209 | ConvertPolicy::WRAP, |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 210 | ConvertPolicy::SATURATE, |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 211 | })), |
| 212 | |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 213 | framework::dataset::make("Expected", { true, true, true, false, false, false, false, false, true , false, false, true, false, false})), |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 214 | input1_info, input2_info, output_info, scale, policy, expected) |
Ioan-Cristian Szabo | 754e952 | 2017-11-28 18:29:43 +0000 | [diff] [blame] | 215 | { |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 216 | bool has_error = bool(NEPixelWiseMultiplication::validate(&input1_info.clone()->set_is_resizable(false), &input2_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(false), scale, policy, RoundingPolicy::TO_ZERO)); |
Ioan-Cristian Szabo | 754e952 | 2017-11-28 18:29:43 +0000 | [diff] [blame] | 217 | ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS); |
| 218 | } |
| 219 | // clang-format on |
| 220 | // *INDENT-ON* |
| 221 | |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 222 | TEST_SUITE(InPlaceValidate) |
| 223 | TEST_CASE(SingleTensor, framework::DatasetMode::ALL) |
| 224 | { |
| 225 | const auto random_shape = TensorShape{ 9, 9 }; |
| 226 | const auto single_tensor_info = TensorInfo{ random_shape, 1, DataType::F32 }; |
| 227 | |
| 228 | Status result = NEPixelWiseMultiplication::validate(&single_tensor_info, &single_tensor_info, &single_tensor_info, scale_unity, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO); |
| 229 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 230 | } |
| 231 | |
| 232 | TEST_CASE(ValidBroadCast, framework::DatasetMode::ALL) |
| 233 | { |
| 234 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 235 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 236 | |
| 237 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 238 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 239 | |
| 240 | Status result = NEPixelWiseMultiplication::validate(&larger_tensor_info, &smaller_tensor_info, &larger_tensor_info, scale_unity, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO); |
| 241 | ARM_COMPUTE_EXPECT(bool(result) == true, framework::LogLevel::ERRORS); |
| 242 | } |
| 243 | |
| 244 | TEST_CASE(InvalidBroadcastOutput, framework::DatasetMode::ALL) |
| 245 | { |
| 246 | const auto larger_shape = TensorShape{ 27U, 13U, 2U }; |
| 247 | const auto smaller_shape = TensorShape{ 1U, 13U, 2U }; |
| 248 | |
| 249 | const auto larger_tensor_info = TensorInfo{ larger_shape, 1, DataType::F32 }; |
| 250 | const auto smaller_tensor_info = TensorInfo{ smaller_shape, 1, DataType::F32 }; |
| 251 | |
| 252 | Status result = NEPixelWiseMultiplication::validate(&larger_tensor_info, &smaller_tensor_info, &smaller_tensor_info, scale_unity, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO); |
| 253 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 254 | } |
| 255 | |
| 256 | TEST_CASE(InvalidBroadcastBoth, framework::DatasetMode::ALL) |
| 257 | { |
| 258 | const auto shape0 = TensorShape{ 9U, 9U }; |
| 259 | const auto shape1 = TensorShape{ 9U, 1U, 2U }; |
| 260 | |
| 261 | const auto info0 = TensorInfo{ shape0, 1, DataType::F32 }; |
| 262 | const auto info1 = TensorInfo{ shape1, 1, DataType::F32 }; |
| 263 | |
| 264 | Status result{}; |
| 265 | |
| 266 | result = NEPixelWiseMultiplication::validate(&info0, &info1, &info0, scale_unity, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO); |
| 267 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 268 | |
| 269 | result = NEPixelWiseMultiplication::validate(&info0, &info1, &info1, scale_unity, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO); |
| 270 | ARM_COMPUTE_EXPECT(bool(result) == false, framework::LogLevel::ERRORS); |
| 271 | } |
| 272 | TEST_SUITE_END() // InPlaceValidate |
| 273 | |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 274 | TEST_SUITE(Quantized) |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 275 | TEST_SUITE(QASYMM8_SIGNED) |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 276 | TEST_SUITE(ScaleUnity) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 277 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8SignedFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 278 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8_SIGNED)), |
| 279 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8_SIGNED)), |
| 280 | framework::dataset::make("DataTypeOut", DataType::QASYMM8_SIGNED)), |
| 281 | framework::dataset::make("Scale", { scale_unity })), |
| 282 | PixelWiseMultiplicationPolicySTZDataset), |
| 283 | PixelWiseMultiplicationQASYMM8QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 284 | OutOfPlaceDataSet)) |
| 285 | { |
| 286 | // Validate output |
| 287 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 288 | } |
| 289 | FIXTURE_DATA_TEST_CASE(RunSmallInPlace, NEPixelWiseMultiplicationQASYMM8SignedFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 290 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8_SIGNED)), |
| 291 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8_SIGNED)), |
| 292 | framework::dataset::make("DataTypeOut", DataType::QASYMM8_SIGNED)), |
| 293 | framework::dataset::make("Scale", { scale_unity })), |
| 294 | PixelWiseMultiplicationPolicySTZDataset), |
| 295 | PixelWiseMultiplicationQASYMM8QuantInPlaceDataset), |
| 296 | InPlaceDataSet)) |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 297 | { |
| 298 | // Validate output |
| 299 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 300 | } |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 301 | TEST_SUITE_END() // ScaleUnity |
| 302 | TEST_SUITE_END() // QASYMM8_SIGNED |
Pablo Tello | 52ea9c2 | 2019-12-10 11:28:53 +0000 | [diff] [blame] | 303 | |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 304 | TEST_SUITE(QASYMM8) |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 305 | TEST_SUITE(Scale255) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 306 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 307 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), |
| 308 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), |
| 309 | framework::dataset::make("DataTypeOut", DataType::QASYMM8)), |
| 310 | framework::dataset::make("Scale", { scale_255 })), |
| 311 | PixelWiseMultiplicationPolicySTNUDataset), |
| 312 | PixelWiseMultiplicationQASYMM8QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 313 | OutOfPlaceDataSet)) |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 314 | { |
| 315 | // Validate output |
| 316 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 317 | } |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 318 | TEST_SUITE_END() // Scale255 |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 319 | TEST_SUITE(ScaleUnity) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 320 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 321 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), |
| 322 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), |
| 323 | framework::dataset::make("DataTypeOut", DataType::QASYMM8)), |
| 324 | framework::dataset::make("Scale", { scale_unity })), |
| 325 | PixelWiseMultiplicationPolicySTZDataset), |
| 326 | PixelWiseMultiplicationQASYMM8QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 327 | OutOfPlaceDataSet)) |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 328 | { |
| 329 | // Validate output |
| 330 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 331 | } |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 332 | TEST_SUITE_END() // ScaleUnity |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 333 | TEST_SUITE(ScaleOther) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 334 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 335 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), |
| 336 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), |
| 337 | framework::dataset::make("DataTypeOut", DataType::QASYMM8)), |
| 338 | framework::dataset::make("Scale", { scale_other })), |
| 339 | PixelWiseMultiplicationPolicySTZDataset), |
| 340 | PixelWiseMultiplicationQASYMM8QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 341 | OutOfPlaceDataSet)) |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 342 | { |
| 343 | // Validate output |
| 344 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 345 | } |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 346 | TEST_SUITE_END() // ScaleOther |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 347 | TEST_SUITE(Broadcast) |
| 348 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationBroadcastQASYMM8Fixture, framework::DatasetMode::ALL, |
| 349 | combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(), |
| 350 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), |
| 351 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), |
| 352 | framework::dataset::make("DataTypeOut", DataType::QASYMM8)), |
| 353 | framework::dataset::make("Scale", { scale_other })), |
| 354 | PixelWiseMultiplicationPolicySTZDataset), |
| 355 | PixelWiseMultiplicationQASYMM8QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 356 | OutOfPlaceDataSet)) |
| 357 | { |
| 358 | // Validate output |
| 359 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 360 | } |
| 361 | FIXTURE_DATA_TEST_CASE(RunTinyInPlace, NEPixelWiseMultiplicationBroadcastQASYMM8Fixture, framework::DatasetMode::ALL, |
| 362 | combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(), |
| 363 | framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), |
| 364 | framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), |
| 365 | framework::dataset::make("DataTypeOut", DataType::QASYMM8)), |
| 366 | framework::dataset::make("Scale", { scale_other })), |
| 367 | PixelWiseMultiplicationPolicySTZDataset), |
| 368 | PixelWiseMultiplicationQASYMM8QuantInPlaceDataset), |
| 369 | InPlaceDataSet)) |
Sheri Zhang | a449a36 | 2020-07-16 15:52:25 +0100 | [diff] [blame] | 370 | { |
| 371 | // Validate output |
| 372 | validate(Accessor(_target), _reference, tolerance_qasymm8); |
| 373 | } |
| 374 | TEST_SUITE_END() // Broadcast |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 375 | TEST_SUITE_END() // QASYMM8 |
| 376 | TEST_SUITE(QSYMM16) |
| 377 | TEST_SUITE(Scale255) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 378 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 379 | framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), |
| 380 | framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), |
| 381 | framework::dataset::make("DataTypeOut", DataType::QSYMM16)), |
| 382 | framework::dataset::make("Scale", { scale_255 })), |
| 383 | PixelWiseMultiplicationPolicySTNUDataset), |
| 384 | PixelWiseMultiplicationQSYMM16QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 385 | OutOfPlaceDataSet)) |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 386 | { |
| 387 | // Validate output |
Michalis Spyrou | ed51650 | 2019-07-05 15:20:09 +0100 | [diff] [blame] | 388 | validate(Accessor(_target), _reference, tolerance_qsymm16); |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 389 | } |
| 390 | TEST_SUITE_END() // Scale255 |
| 391 | TEST_SUITE(ScaleUnity) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 392 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 393 | framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), |
| 394 | framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), |
| 395 | framework::dataset::make("DataTypeOut", DataType::QSYMM16)), |
| 396 | framework::dataset::make("Scale", { scale_unity })), |
| 397 | PixelWiseMultiplicationPolicySTZDataset), |
| 398 | PixelWiseMultiplicationQSYMM16QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 399 | OutOfPlaceDataSet)) |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 400 | { |
| 401 | // Validate output |
Michalis Spyrou | ed51650 | 2019-07-05 15:20:09 +0100 | [diff] [blame] | 402 | validate(Accessor(_target), _reference, tolerance_qsymm16); |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 403 | } |
| 404 | TEST_SUITE_END() // ScaleUnity |
| 405 | TEST_SUITE(ScaleOther) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 406 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 407 | framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), |
| 408 | framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), |
| 409 | framework::dataset::make("DataTypeOut", DataType::QSYMM16)), |
| 410 | framework::dataset::make("Scale", { scale_other })), |
| 411 | PixelWiseMultiplicationPolicySTZDataset), |
| 412 | PixelWiseMultiplicationQSYMM16QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 413 | OutOfPlaceDataSet)) |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 414 | { |
| 415 | // Validate output |
Michalis Spyrou | ed51650 | 2019-07-05 15:20:09 +0100 | [diff] [blame] | 416 | validate(Accessor(_target), _reference, tolerance_qsymm16); |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 417 | } |
| 418 | TEST_SUITE_END() // ScaleOther |
| 419 | TEST_SUITE_END() // QSYMM16 |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 420 | TEST_SUITE(QSYMM16toS32) |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 421 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16ToS32Fixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 422 | framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), |
| 423 | framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), |
| 424 | framework::dataset::make("DataTypeOut", DataType::S32)), |
| 425 | framework::dataset::make("Scale", { scale_unity })), |
| 426 | PixelWiseMultiplicationPolicySTZDataset), |
| 427 | PixelWiseMultiplicationQSYMM16QuantDataset), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 428 | OutOfPlaceDataSet)) |
Michele Di Giorgio | 9428a18 | 2020-03-30 14:10:20 +0100 | [diff] [blame] | 429 | { |
| 430 | // Validate output |
| 431 | validate(Accessor(_target), _reference); |
| 432 | } |
| 433 | TEST_SUITE_END() // QSYMM16toS32 |
Manuel Bottini | 7bb56c6 | 2019-06-26 15:17:09 +0100 | [diff] [blame] | 434 | TEST_SUITE_END() // Quantized |
Manuel Bottini | 79fa9a2 | 2019-02-22 17:54:22 +0000 | [diff] [blame] | 435 | |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 436 | TEST_SUITE(U8U8toS16) |
| 437 | |
| 438 | FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationU8U8ToS16Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 439 | framework::dataset::make("DataTypeIn1", DataType::U8)), |
| 440 | framework::dataset::make("DataTypeIn2", DataType::U8)), |
| 441 | framework::dataset::make("DataTypeOut", DataType::S16)), |
| 442 | framework::dataset::make("Scale", { scale_255 })), |
| 443 | datasets::ConvertPolicies()), |
| 444 | framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 445 | OutOfPlaceDataSet)) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 446 | { |
| 447 | // Validate output |
| 448 | validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<int16_t>(1), 0.f); |
| 449 | } |
| 450 | |
| 451 | FIXTURE_DATA_TEST_CASE(RunSmall1, NEPixelWiseMultiplicationU8U8ToS16Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), |
| 452 | framework::dataset::make("DataTypeIn1", DataType::U8)), |
| 453 | framework::dataset::make("DataTypeIn2", DataType::U8)), |
| 454 | framework::dataset::make("DataTypeOut", DataType::S16)), |
| 455 | framework::dataset::make("Scale", { scale_other })), |
| 456 | datasets::ConvertPolicies()), |
| 457 | framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_ZERO)), |
| 458 | framework::dataset::make("InPlace", { false }))) |
| 459 | { |
| 460 | // Validate output |
| 461 | validate(Accessor(_target), _reference); |
| 462 | } |
| 463 | |
| 464 | TEST_SUITE_END() // U8U8toS16 |
| 465 | |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 466 | TEST_SUITE(U8toU8) |
| 467 | |
| 468 | TEST_SUITE(Scale255) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 469 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, ALL, SmallShapes(), U8, U8, U8, scale_255, TO_NEAREST_UP, InPlaceDataSet, WRAP_VALIDATE(uint8_t, 1)) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 470 | TEST_SUITE_END() // Scale255 |
| 471 | |
| 472 | TEST_SUITE(ScaleUnity) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 473 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, ALL, SmallShapes(), U8, U8, U8, scale_unity, TO_ZERO, InPlaceDataSet, DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 474 | TEST_SUITE_END() // ScaleUnity |
| 475 | |
| 476 | TEST_SUITE(ScaleOther) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 477 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, ALL, SmallShapes(), U8, U8, U8, scale_other, TO_ZERO, InPlaceDataSet, DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 478 | TEST_SUITE_END() // ScaleOther |
| 479 | |
| 480 | TEST_SUITE_END() // U8toU8 |
| 481 | |
| 482 | TEST_SUITE(U8toS16) |
| 483 | |
| 484 | TEST_SUITE(Scale255) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 485 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_255, TO_NEAREST_UP, OutOfPlaceDataSet, |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 486 | WRAP_VALIDATE(int16_t, 2)) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 487 | TEST_SUITE_END() // Scale255 |
| 488 | |
| 489 | TEST_SUITE(ScaleUnity) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 490 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_unity, TO_ZERO, OutOfPlaceDataSet, |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 491 | DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 492 | TEST_SUITE_END() // ScaleUnity |
| 493 | |
| 494 | TEST_SUITE(ScaleOther) |
Sheri Zhang | a387e27 | 2021-06-29 17:34:06 +0100 | [diff] [blame] | 495 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_other, TO_ZERO, OutOfPlaceDataSet, |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 496 | DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 497 | TEST_SUITE_END() // ScaleOther |
| 498 | |
| 499 | TEST_SUITE_END() // U8toS16 |
| 500 | |
| 501 | TEST_SUITE(S16toS16) |
| 502 | |
| 503 | TEST_SUITE(Scale255) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 504 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, ALL, SmallShapes(), S16, S16, S16, scale_255, TO_NEAREST_UP, InPlaceDataSet, WRAP_VALIDATE(int16_t, 2)) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 505 | TEST_SUITE_END() // Scale255 |
| 506 | |
| 507 | TEST_SUITE(ScaleUnity) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 508 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, ALL, SmallShapes(), S16, S16, S16, scale_unity, TO_ZERO, InPlaceDataSet, DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 509 | TEST_SUITE_END() // ScaleUnity |
| 510 | |
| 511 | TEST_SUITE(ScaleOther) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 512 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, ALL, SmallShapes(), S16, S16, S16, scale_other, TO_ZERO, InPlaceDataSet, DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 513 | TEST_SUITE_END() // ScaleOther |
| 514 | |
| 515 | TEST_SUITE_END() // S16toS16 |
| 516 | |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 517 | TEST_SUITE(S32toS32) |
| 518 | |
| 519 | TEST_SUITE(ScaleUnity) |
| 520 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS32Fixture<int32_t>, ALL, SmallShapes(), S32, S32, S32, scale_unity, TO_ZERO, InPlaceDataSet, WRAP_VALIDATE(int32_t, 1)) |
| 521 | TEST_SUITE_END() // ScaleUnity |
| 522 | |
| 523 | TEST_SUITE(ScaleOther) |
| 524 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS32Fixture<int32_t>, ALL, SmallShapes(), S32, S32, S32, scale_other, TO_ZERO, InPlaceDataSet, WRAP_VALIDATE(int32_t, 1)) |
| 525 | TEST_SUITE_END() // ScaleOther |
| 526 | |
SiCong Li | d6d1b36 | 2020-09-24 17:34:23 +0100 | [diff] [blame] | 527 | TEST_SUITE(Broadcast) |
| 528 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, BroadcastFixture<int32_t>, ALL, SmallShapesBroadcast(), S32, S32, S32, scale_unity, TO_ZERO, framework::dataset::make("InPlace", { false }), |
| 529 | WRAP_VALIDATE(int32_t, 1)) |
| 530 | TEST_SUITE_END() // Broadcast |
| 531 | |
SiCong Li | bb88f89 | 2020-08-28 11:18:47 +0100 | [diff] [blame] | 532 | TEST_SUITE_END() // S32toS32 |
| 533 | |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 534 | #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 535 | TEST_SUITE(F16toF16) |
| 536 | |
| 537 | TEST_SUITE(Scale255) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 538 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, ALL, SmallShapes(), F16, F16, F16, scale_255, TO_NEAREST_UP, InPlaceDataSet, VALIDATE(float, 1.f)) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 539 | TEST_SUITE_END() // Scale255 |
| 540 | |
| 541 | TEST_SUITE_END() // F16toF16 |
Ioan-Cristian Szabo | 5edbd1c | 2017-11-13 13:34:08 +0000 | [diff] [blame] | 542 | #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 543 | |
| 544 | TEST_SUITE(F32toF32) |
| 545 | |
| 546 | TEST_SUITE(Scale255) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 547 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, ALL, SmallShapes(), F32, F32, F32, scale_255, TO_NEAREST_UP, InPlaceDataSet, VALIDATE(float, 1.f)) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 548 | TEST_SUITE_END() // Scale255 |
| 549 | |
| 550 | TEST_SUITE(ScaleUnity) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 551 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, ALL, SmallShapes(), F32, F32, F32, scale_unity, TO_ZERO, InPlaceDataSet, DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 552 | TEST_SUITE_END() // ScaleUnity |
| 553 | |
| 554 | TEST_SUITE(ScaleOther) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 555 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, ALL, SmallShapes(), F32, F32, F32, scale_other, TO_ZERO, InPlaceDataSet, DEFAULT_VALIDATE) |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 556 | TEST_SUITE_END() // ScaleOther |
| 557 | |
| 558 | TEST_SUITE_END() // F32toF32 |
| 559 | |
Michalis Spyrou | 861f0db | 2018-02-26 16:47:58 +0000 | [diff] [blame] | 560 | TEST_SUITE(Broadcast) |
Sheri Zhang | fcf6f4e | 2020-06-25 20:01:00 +0100 | [diff] [blame] | 561 | PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, BroadcastFixture<float>, ALL, SmallShapesBroadcast(), F32, F32, F32, scale_255, TO_NEAREST_UP, framework::dataset::make("InPlace", { false }), |
Sang-Hoon Park | 95a6f72 | 2020-06-19 15:31:29 +0100 | [diff] [blame] | 562 | VALIDATE(float, 1.f)) |
Michalis Spyrou | 861f0db | 2018-02-26 16:47:58 +0000 | [diff] [blame] | 563 | TEST_SUITE_END() // Broadcast |
| 564 | |
John Richardson | dd715f2 | 2017-09-18 16:10:48 +0100 | [diff] [blame] | 565 | TEST_SUITE_END() |
| 566 | TEST_SUITE_END() |
| 567 | } // namespace validation |
| 568 | } // namespace test |
| 569 | } // namespace arm_compute |