Compute Library
 22.11
InstanceNormalizationLayer.cpp File Reference
#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/NEON/functions/NEInstanceNormalizationLayer.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/InstanceNormalizationLayerFixture.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 NEInstanceNormalizationLayerFixture = InstanceNormalizationLayerValidationFixture< Tensor, Accessor, NEInstanceNormalizationLayer, T >
 

Functions

 DATA_TEST_CASE (Validate, framework::DatasetMode::ALL, zip(zip(framework::dataset::make("InputInfo", { TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 2, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::S16), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32, DataLayout::NCHW), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32, DataLayout::NHWC), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32) }), framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F16), TensorInfo(TensorShape(256U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::S16), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32, DataLayout::NCHW), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32, DataLayout::NHWC), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32), TensorInfo(TensorShape(128U, 64U, 32U, 4U), 1, DataType::F32) })), framework::dataset::make("Expected", { false, false, false, false, true, true, true, true, true, true })), input_info, output_info, expected)
 
 FIXTURE_DATA_TEST_CASE (RunSmall, NEInstanceNormalizationLayerFixture< float >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), framework::dataset::make("InPlace", { false, true })))