24.02.1
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#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/NEON/functions/NEPReluLayer.h"
#include "arm_compute/runtime/Tensor.h"
#include "arm_compute/runtime/TensorAllocator.h"
#include "tests/NEON/Accessor.h"
#include "tests/PaddingCalculator.h"
#include "tests/datasets/ShapeDatasets.h"
#include "tests/framework/Asserts.h"
#include "tests/framework/Macros.h"
#include "tests/framework/datasets/Datasets.h"
#include "tests/validation/Validation.h"
#include "tests/validation/fixtures/ElementwiseOperationsFixture.h"
Go to the source code of this file.
Namespaces | |
arm_compute | |
Copyright (c) 2017-2024 Arm Limited. | |
arm_compute::test | |
arm_compute::test::validation | |
Typedefs | |
template<typename T > | |
using | NEPReluLayerFixture = PReluLayerValidationFixture< Tensor, Accessor, NEPReluLayer, T > |
template<typename T > | |
using | NEPReluLayerQuantizedFixture = PReluLayerValidationQuantizedFixture< Tensor, Accessor, NEPReluLayer, T > |
template<typename T > | |
using | NEPReluLayerBroadcastFixture = PReluLayerBroadcastValidationFixture< Tensor, Accessor, NEPReluLayer, T > |
Functions | |
DATA_TEST_CASE (Validate, framework::DatasetMode::ALL, zip(zip(zip(framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), }), framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), })), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), })), framework::dataset::make("Expected", { true, true, false, false, false})), input1_info, input2_info, output_info, expected) | |
FIXTURE_DATA_TEST_CASE (RunSmall, NEPReluLayerQuantizedFixture< uint8_t >, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), PReluLayerQASYMM8Dataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f/255.f, 20) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f/255.f, 5) }))) | |
FIXTURE_DATA_TEST_CASE (RunLarge, NEPReluLayerQuantizedFixture< uint8_t >, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), PReluLayerQASYMM8Dataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f/255.f, 20) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f/255.f, 5) }))) | |
TEST_SUITE_END () FIXTURE_DATA_TEST_CASE(RunSmall = ActivationValidationQuantizedFixture<CLTensor, CLAccessor, CLActivationLayer, T> | |
[CLActivationLayer Test snippet] More... | |
combine (combine(combine(combine(datasets::SmallShapes(), PReluLayerQASYMM8SignedDataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.2f, 127) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.1f, 64) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, -128) }))) | |
FIXTURE_DATA_TEST_CASE (RunLarge, NEPReluLayerQuantizedFixture< int8_t >, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), PReluLayerQASYMM8SignedDataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 20) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 5) }))) | |
combine (datasets::SmallShapes(), PReluLayerFP32Dataset)) | |
FIXTURE_DATA_TEST_CASE (RunLarge, NEPReluLayerFixture< float >, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), PReluLayerFP32Dataset)) | |
FIXTURE_DATA_TEST_CASE (RunSmallBroadcast, NEPReluLayerBroadcastFixture< float >, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(), PReluLayerFP32Dataset)) | |
FIXTURE_DATA_TEST_CASE (RunLargeBroadcast, NEPReluLayerBroadcastFixture< float >, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapesBroadcast(), PReluLayerFP32Dataset)) | |
Variables | |
NEPReluLayerQuantizedFixture< int8_t > | |
NEPReluLayerFixture< float > | |