| /* |
| * Copyright (c) 2017-2019 ARM Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #include "arm_compute/core/Rounding.h" |
| #include "arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h" |
| #include "tests/NEON/Accessor.h" |
| #include "tests/PaddingCalculator.h" |
| #include "tests/datasets/ConvertPolicyDataset.h" |
| #include "tests/datasets/ShapeDatasets.h" |
| #include "tests/framework/Macros.h" |
| #include "tests/validation/Validation.h" |
| #include "tests/validation/fixtures/PixelWiseMultiplicationFixture.h" |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace validation |
| { |
| namespace |
| { |
| const float scale_unity = 1.f; |
| const float scale_255 = 1.f / 255.f; |
| const float scale_other = 1.f / 32768.f; |
| |
| constexpr AbsoluteTolerance<float> tolerance_qasymm8(1); /**< Tolerance value for comparing reference's output against implementation's output for 8-bit quantized asymmetric data types */ |
| constexpr AbsoluteTolerance<float> tolerance_qsymm16(1); /**< Tolerance value for comparing reference's output against implementation's output for 16-bit quantized symmetric data types */ |
| |
| const auto PixelWiseMultiplicationQSYMM16QuantDataset = combine(combine( |
| framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0) }), |
| framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0) })), |
| framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })); |
| |
| const auto PixelWiseMultiplicationQASYMM8QuantDataset = combine(combine( |
| framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 32768.f, 0) }), |
| framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0) })), |
| framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 32768.f, 0) })); |
| |
| const auto PixelWiseMultiplicationPolicySTNUDataset = combine( |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE }), |
| framework::dataset::make("RoundingPolicy", { RoundingPolicy::TO_NEAREST_UP })); |
| |
| const auto PixelWiseMultiplicationPolicySTZDataset = combine( |
| framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE }), |
| framework::dataset::make("RoundingPolicy", { RoundingPolicy::TO_ZERO })); |
| |
| #define DEFAULT_VALIDATE validate(Accessor(_target), _reference); |
| #define VALIDATE(TYPE, TOLERANCE) validate(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f); |
| #define WRAP_VALIDATE(TYPE, TOLERANCE) validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f); |
| |
| // *INDENT-OFF* |
| // clang-format off |
| #define PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(DT1, DT2, SCALE, RP) \ |
| DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, \ |
| combine(combine(combine(combine(combine( \ |
| concat(datasets::SmallShapes(), datasets::LargeShapes()), \ |
| framework::dataset::make("DataType1", DataType::DT1)), \ |
| framework::dataset::make("DataType2", DataType::DT2)), \ |
| framework::dataset::make("Scale", std::move(SCALE))), \ |
| datasets::ConvertPolicies()), \ |
| framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)), \ |
| shape, dt1, dt2, scale, convert_policy, rounding_policy) \ |
| { \ |
| validate_configuration(shape, dt1, dt2, scale, convert_policy, rounding_policy); \ |
| } |
| |
| #define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, VALIDATE) \ |
| FIXTURE_DATA_TEST_CASE(TEST_NAME, NEPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE, \ |
| combine(combine(combine(combine(combine( \ |
| datasets::SHAPES, \ |
| framework::dataset::make("DataType1", DataType::DT1)), \ |
| framework::dataset::make("DataType2", DataType::DT2)), \ |
| framework::dataset::make("Scale", std::move(SCALE))), \ |
| datasets::ConvertPolicies()), \ |
| framework::dataset::make("RoundingPolicy", RoundingPolicy::RP))) \ |
| { \ |
| VALIDATE \ |
| } |
| |
| // *INDENT-ON* |
| // clang-format on |
| |
| void validate_configuration(TensorShape shape, DataType dt1, DataType dt2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy) |
| { |
| Tensor src1 = create_tensor<Tensor>(shape, dt1); |
| Tensor src2 = create_tensor<Tensor>(shape, dt2); |
| Tensor dst = create_tensor<Tensor>(shape, dt2); |
| |
| ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); |
| ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| |
| // Create and configure function |
| NEPixelWiseMultiplication multiply; |
| multiply.configure(&src1, &src2, &dst, scale, convert_policy, rounding_policy); |
| |
| // Validate valid region |
| const ValidRegion valid_region = shape_to_valid_region(shape); |
| validate(src1.info()->valid_region(), valid_region); |
| validate(src2.info()->valid_region(), valid_region); |
| validate(dst.info()->valid_region(), valid_region); |
| |
| // Validate padding |
| const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); |
| validate(src1.info()->padding(), padding); |
| validate(src2.info()->padding(), padding); |
| validate(dst.info()->padding(), padding); |
| } |
| } // namespace |
| |
| using NEPixelWiseMultiplicationQASYMM8Fixture = PixelWiseMultiplicationValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, uint8_t, uint8_t>; |
| using NEPixelWiseMultiplicationQSYMM16Fixture = PixelWiseMultiplicationValidationQuantizedFixture<Tensor, Accessor, NEPixelWiseMultiplication, int16_t, int16_t>; |
| template <typename T> |
| using NEPixelWiseMultiplicationToU8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, uint8_t>; |
| template <typename T> |
| using NEPixelWiseMultiplicationToS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, int16_t>; |
| template <typename T> |
| using NEPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, half_float::half>; |
| template <typename T> |
| using NEPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, float>; |
| template <typename T> |
| using NEPixelWiseMultiplicationBroadcastFixture = PixelWiseMultiplicationBroadcastValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, float>; |
| |
| TEST_SUITE(NEON) |
| TEST_SUITE(PixelWiseMultiplication) |
| |
| // *INDENT-OFF* |
| // clang-format off |
| DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( |
| framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), // Window shrink |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid scale |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), // Invalid data type combination |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching shapes |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), // Mismatching data type |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), // Mismatching data type |
| }), |
| framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| })), |
| framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), |
| })), |
| framework::dataset::make("Scale",{ scale_unity, scale_unity, scale_unity, -1.f, scale_unity, scale_unity, scale_unity})), |
| framework::dataset::make("Expected", { true, true, false, false, false, false, false, false })), |
| input1_info, input2_info, output_info, scale, expected) |
| { |
| 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, ConvertPolicy::WRAP, RoundingPolicy::TO_ZERO)); |
| ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS); |
| } |
| // clang-format on |
| // *INDENT-ON* |
| |
| TEST_SUITE(Quantized) |
| TEST_SUITE(QASYMM8) |
| TEST_SUITE(Scale255) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("Scale", { scale_255 })), |
| PixelWiseMultiplicationPolicySTNUDataset), |
| PixelWiseMultiplicationQASYMM8QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qasymm8); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("Scale", { scale_255 })), |
| PixelWiseMultiplicationPolicySTNUDataset), |
| PixelWiseMultiplicationQASYMM8QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qasymm8); |
| } |
| TEST_SUITE_END() // Scale255 |
| TEST_SUITE(ScaleUnity) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("Scale", { scale_unity })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQASYMM8QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qasymm8); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("Scale", { scale_unity })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQASYMM8QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qasymm8); |
| } |
| TEST_SUITE_END() // ScaleUnity |
| TEST_SUITE(ScaleOther) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("Scale", { scale_other })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQASYMM8QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qasymm8); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEPixelWiseMultiplicationQASYMM8Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| framework::dataset::make("DataType", DataType::QASYMM8)), |
| framework::dataset::make("Scale", { scale_other })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQASYMM8QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qasymm8); |
| } |
| TEST_SUITE_END() // ScaleOther |
| TEST_SUITE_END() // QASYMM8 |
| TEST_SUITE(QSYMM16) |
| TEST_SUITE(Scale255) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("DataType", DataType::QSYMM16)), |
| framework::dataset::make("Scale", { scale_255 })), |
| PixelWiseMultiplicationPolicySTNUDataset), |
| PixelWiseMultiplicationQSYMM16QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qsymm16); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| framework::dataset::make("DataType", DataType::QSYMM16)), |
| framework::dataset::make("Scale", { scale_255 })), |
| PixelWiseMultiplicationPolicySTNUDataset), |
| PixelWiseMultiplicationQSYMM16QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qsymm16); |
| } |
| TEST_SUITE_END() // Scale255 |
| TEST_SUITE(ScaleUnity) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("DataType", DataType::QSYMM16)), |
| framework::dataset::make("Scale", { scale_unity })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQSYMM16QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qsymm16); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| framework::dataset::make("DataType", DataType::QSYMM16)), |
| framework::dataset::make("Scale", { scale_unity })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQSYMM16QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qsymm16); |
| } |
| TEST_SUITE_END() // ScaleUnity |
| TEST_SUITE(ScaleOther) |
| FIXTURE_DATA_TEST_CASE(RunSmall, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), |
| framework::dataset::make("DataType", DataType::QSYMM16)), |
| framework::dataset::make("Scale", { scale_other })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQSYMM16QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qsymm16); |
| } |
| FIXTURE_DATA_TEST_CASE(RunLarge, NEPixelWiseMultiplicationQSYMM16Fixture, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), |
| framework::dataset::make("DataType", DataType::QSYMM16)), |
| framework::dataset::make("Scale", { scale_other })), |
| PixelWiseMultiplicationPolicySTZDataset), |
| PixelWiseMultiplicationQSYMM16QuantDataset)) |
| { |
| // Validate output |
| validate(Accessor(_target), _reference, tolerance_qsymm16); |
| } |
| TEST_SUITE_END() // ScaleOther |
| TEST_SUITE_END() // QSYMM16 |
| TEST_SUITE_END() // Quantized |
| |
| TEST_SUITE(U8toU8) |
| |
| TEST_SUITE(Scale255) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_255, TO_NEAREST_UP) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1)) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1)) |
| TEST_SUITE_END() // Scale255 |
| |
| TEST_SUITE(ScaleUnity) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_unity, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleUnity |
| |
| TEST_SUITE(ScaleOther) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_other, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleOther |
| |
| TEST_SUITE_END() // U8toU8 |
| |
| TEST_SUITE(U8toS16) |
| |
| TEST_SUITE(Scale255) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_255, TO_NEAREST_UP) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| TEST_SUITE_END() // Scale255 |
| |
| TEST_SUITE(ScaleUnity) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_unity, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleUnity |
| |
| TEST_SUITE(ScaleOther) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_other, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleOther |
| |
| TEST_SUITE_END() // U8toS16 |
| |
| TEST_SUITE(S16toS16) |
| |
| TEST_SUITE(Scale255) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_255, TO_NEAREST_UP) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2)) |
| TEST_SUITE_END() // Scale255 |
| |
| TEST_SUITE(ScaleUnity) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_unity, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleUnity |
| |
| TEST_SUITE(ScaleOther) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_other, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleOther |
| |
| TEST_SUITE_END() // S16toS16 |
| |
| #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| TEST_SUITE(F16toF16) |
| |
| TEST_SUITE(Scale255) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, PRECOMMIT, SmallShapes(), F16, F16, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f)) |
| TEST_SUITE_END() // Scale255 |
| |
| TEST_SUITE_END() // F16toF16 |
| #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ |
| |
| TEST_SUITE(F32toF32) |
| |
| TEST_SUITE(Scale255) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_255, TO_NEAREST_UP) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f)) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f)) |
| TEST_SUITE_END() // Scale255 |
| |
| TEST_SUITE(ScaleUnity) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_unity, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleUnity |
| |
| TEST_SUITE(ScaleOther) |
| PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_other, TO_ZERO) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE) |
| TEST_SUITE_END() // ScaleOther |
| |
| TEST_SUITE_END() // F32toF32 |
| |
| TEST_SUITE(Broadcast) |
| PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, BroadcastFixture<float>, PRECOMMIT, SmallShapesBroadcast(), F32, F32, scale_255, TO_NEAREST_UP, VALIDATE(float, 1.f)) |
| TEST_SUITE_END() // Broadcast |
| |
| TEST_SUITE_END() |
| TEST_SUITE_END() |
| } // namespace validation |
| } // namespace test |
| } // namespace arm_compute |
