Compute Library
 22.05
SpaceToBatchLayer.cpp File Reference
#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/NEON/functions/NESpaceToBatchLayer.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/datasets/SpaceToBatchDataset.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/SpaceToBatchFixture.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 NESpaceToBatchLayerFixture = SpaceToBatchLayerValidationFixture< Tensor, Accessor, NESpaceToBatchLayer, T >
 

Functions

 DATA_TEST_CASE (Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U, 2U, 4U), 1, DataType::F32), }), framework::dataset::make("BlockShapeInfo",{ TensorInfo(TensorShape(2U), 1, DataType::S32), TensorInfo(TensorShape(2U), 1, DataType::S32), TensorInfo(TensorShape(2U), 1, DataType::F16), TensorInfo(TensorShape(2U), 1, DataType::S32), })), framework::dataset::make("PaddingsShapeInfo",{ TensorInfo(TensorShape(2U, 2U), 1, DataType::S32), TensorInfo(TensorShape(2U, 2U), 1, DataType::S32), TensorInfo(TensorShape(2U, 2U), 1, DataType::F16), TensorInfo(TensorShape(2U, 2U), 1, DataType::S32), })), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F16), TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U, 2U), 1, DataType::F32), })), framework::dataset::make("Expected", { true, false, false, false})), input_info, block_shape_info, paddings_info, output_info, expected)
 
 DATA_TEST_CASE (ValidateStatic, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(framework::dataset::make("InputInfo", { TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), TensorInfo(TensorShape(32U, 16U, 2U, 1U), 1, DataType::F32), TensorInfo(TensorShape(32U, 16U, 2U, 1U, 4U), 1, DataType::F32), TensorInfo(TensorShape(32U, 16U, 2U, 1U, 4U), 1, DataType::F32), }), framework::dataset::make("BlockShapeX", { 2, 2, 2, 2, 2 })), framework::dataset::make("BlockShapeY", { 2, 2, -2, 2, 2 })), framework::dataset::make("PadLeft", { Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(3, 11) })), framework::dataset::make("PadRight", { Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(0, 0), Size2D(3, 11) })), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(16U, 8U, 2U, 4U), 1, DataType::F32), TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F16), TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F32), TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F32), TensorInfo(TensorShape(32U, 8U, 2U, 4U), 1, DataType::F32), })), framework::dataset::make("Expected", { true, false, false, false, false})), input_info, block_shape_x, block_shape_y, padding_left, padding_right, output_info, expected)
 
 FIXTURE_DATA_TEST_CASE (Small, NESpaceToBatchLayerFixture< float >, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallSpaceToBatchLayerDataset(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
 
 FIXTURE_DATA_TEST_CASE (Large, NESpaceToBatchLayerFixture< float >, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeSpaceToBatchLayerDataset(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
 
 TEST_SUITE_END () FIXTURE_DATA_TEST_CASE(RunSmall = ActivationValidationQuantizedFixture<CLTensor, CLAccessor, CLActivationLayer, T>
 [CLActivationLayer Test snippet] More...
 
 combine (combine(datasets::SmallSpaceToBatchLayerDataset(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
 
 FIXTURE_DATA_TEST_CASE (Large, NESpaceToBatchLayerFixture< half >, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeSpaceToBatchLayerDataset(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })))
 
 FIXTURE_DATA_TEST_CASE (Small, NESpaceToBatchLayerQuantizedFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallSpaceToBatchLayerDataset(), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), framework::dataset::make("QuantizationInfo", { 1.f/255.f, 9.f })))
 
 FIXTURE_DATA_TEST_CASE (Large, NESpaceToBatchLayerQuantizedFixture< uint8_t >, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeSpaceToBatchLayerDataset(), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), framework::dataset::make("QuantizationInfo", { 1.f/255.f, 9.f })))
 

Variables

 NESpaceToBatchLayerFixture< half >