NeonDequantizeWorkload.cpp

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//
// Copyright © 2019-2023 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
 
#include "NeonDequantizeWorkload.hpp"
 
#include "NeonWorkloadUtils.hpp"
 
#include <arm_compute/runtime/NEON/functions/NEDequantizationLayer.h>
 
#include <aclCommon/ArmComputeTensorUtils.hpp>
#include <armnn/utility/PolymorphicDowncast.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <neon/NeonTensorHandle.hpp>
 
namespace armnn
{
 
using namespace armcomputetensorutils;
 
arm_compute::Status NeonDequantizeWorkloadValidate(const TensorInfo& input,
                                                   const TensorInfo& output)
{
    const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input);
    const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output);
 
    return arm_compute::NEDequantizationLayer::validate(&aclInput, &aclOutput);
}
 
NeonDequantizeWorkload::NeonDequantizeWorkload(const DequantizeQueueDescriptor& descriptor, const WorkloadInfo& info)
        : NeonBaseWorkload<DequantizeQueueDescriptor>(descriptor, info)
{
    m_Data.ValidateInputsOutputs("NeonDequantizeWorkload", 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();
 
    std::unique_ptr<arm_compute::NEDequantizationLayer> layer(new arm_compute::NEDequantizationLayer());
    layer->configure(&input, &output);
    layer->prepare();
    m_Layer.reset(layer.release());
}
 
void NeonDequantizeWorkload::Execute() const
{
    ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonDequantizeWorkload_Execute");
    m_Layer->run();
}
 
} //namespace armnn