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//
// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "NeonPooling2dWorkload.hpp"
#include "NeonWorkloadUtils.hpp"
#include <armnn/utility/PolymorphicDowncast.hpp>
#include <neon/NeonTensorHandle.hpp>
#include <aclCommon/ArmComputeUtils.hpp>
#include <aclCommon/ArmComputeTensorUtils.hpp>
#include <arm_compute/runtime/NEON/functions/NEPoolingLayer.h>
namespace armnn
{
using namespace armcomputetensorutils;
arm_compute::Status NeonPooling2dWorkloadValidate(const TensorInfo& input,
const TensorInfo& output,
const Pooling2dDescriptor& descriptor)
{
const arm_compute::TensorInfo aclInputInfo =
BuildArmComputeTensorInfo(input, descriptor.m_DataLayout);
const arm_compute::TensorInfo aclOutputInfo =
BuildArmComputeTensorInfo(output, descriptor.m_DataLayout);
arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(descriptor);
return arm_compute::NEPoolingLayer::validate(&aclInputInfo, &aclOutputInfo, layerInfo);
}
NeonPooling2dWorkload::NeonPooling2dWorkload(
const Pooling2dQueueDescriptor& descriptor, const WorkloadInfo& info)
: NeonBaseWorkload<Pooling2dQueueDescriptor>(descriptor, info)
{
// Report Profiling Details
ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonPooling2dWorkload_Construct",
descriptor.m_Parameters,
info,
this->GetGuid());
m_Data.ValidateInputsOutputs("NeonPooling2dWorkload", 1, 1);
arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
input.info()->set_data_layout(aclDataLayout);
output.info()->set_data_layout(aclDataLayout);
arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters);
auto layer = std::make_unique<arm_compute::NEPoolingLayer>();
layer->configure(&input, &output, layerInfo);
m_PoolingLayer.reset(layer.release());
}
void NeonPooling2dWorkload::Execute() const
{
ARMNN_SCOPED_PROFILING_EVENT_NEON_GUID("NeonPooling2dWorkload_Execute", this->GetGuid());
m_PoolingLayer->run();
}
} //namespace armnn
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