Compute Library
 22.11
PReluLayer.cpp File Reference
#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"

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Namespaces

 arm_compute
 Copyright (c) 2017-2022 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 >