ClTensorHandleFactory.cpp

Go to the documentation of this file.

//
// Copyright © 2017, 2024 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
 
#include "ClTensorHandleFactory.hpp"
#include "ClTensorHandle.hpp"
 
#include <armnn/backends/IMemoryManager.hpp>
#include <armnn/utility/NumericCast.hpp>
#include <armnn/utility/PolymorphicDowncast.hpp>
 
#include <arm_compute/core/Coordinates.h>
#include <arm_compute/runtime/CL/CLSubTensor.h>
#include <arm_compute/runtime/CL/CLTensor.h>
 
namespace armnn
{
 
using FactoryId = ITensorHandleFactory::FactoryId;
 
std::unique_ptr<ITensorHandle> ClTensorHandleFactory::CreateSubTensorHandle(ITensorHandle& parent,
                                                                            const TensorShape& subTensorShape,
                                                                            const unsigned int* subTensorOrigin) const
{
    arm_compute::Coordinates coords;
    arm_compute::TensorShape shape = armcomputetensorutils::BuildArmComputeTensorShape(subTensorShape);
 
    coords.set_num_dimensions(subTensorShape.GetNumDimensions());
    for (unsigned int i = 0; i < subTensorShape.GetNumDimensions(); ++i)
    {
        // Arm compute indexes tensor coords in reverse order.
        unsigned int revertedIndex = subTensorShape.GetNumDimensions() - i - 1;
        coords.set(i, armnn::numeric_cast<int>(subTensorOrigin[revertedIndex]));
    }
 
    const arm_compute::TensorShape parentShape = armcomputetensorutils::BuildArmComputeTensorShape(parent.GetShape());
 
    // In order for ACL to support subtensors the concat axis cannot be on x or y and the values of x and y
    // must match the parent shapes
    if (coords.x() != 0 || coords.y() != 0)
    {
        return nullptr;
    }
    if ((parentShape.x() != shape.x()) || (parentShape.y() != shape.y()))
    {
        return nullptr;
    }
 
    if (!::arm_compute::error_on_invalid_subtensor(__func__, __FILE__, __LINE__, parentShape, coords, shape))
    {
        return nullptr;
    }
 
    return std::make_unique<ClSubTensorHandle>(PolymorphicDowncast<IClTensorHandle*>(&parent), shape, coords);
}
 
std::unique_ptr<ITensorHandle> ClTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const
{
    return ClTensorHandleFactory::CreateTensorHandle(tensorInfo, true);
}
 
std::unique_ptr<ITensorHandle> ClTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo,
                                                                         DataLayout dataLayout) const
{
    return ClTensorHandleFactory::CreateTensorHandle(tensorInfo, dataLayout, true);
}
 
std::unique_ptr<ITensorHandle> ClTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo,
                                                                         const bool IsMemoryManaged) const
{
    std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo);
    if (!IsMemoryManaged)
    {
        ARMNN_LOG(warning) << "ClTensorHandleFactory only has support for memory managed.";
    }
    tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup());
    return tensorHandle;
}
 
std::unique_ptr<ITensorHandle> ClTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo,
                                                                         DataLayout dataLayout,
                                                                         const bool IsMemoryManaged) const
{
    std::unique_ptr<ClTensorHandle> tensorHandle = std::make_unique<ClTensorHandle>(tensorInfo, dataLayout);
    if (!IsMemoryManaged)
    {
        ARMNN_LOG(warning) << "ClTensorHandleFactory only has support for memory managed.";
    }
    tensorHandle->SetMemoryGroup(m_MemoryManager->GetInterLayerMemoryGroup());
    return tensorHandle;
}
 
const FactoryId& ClTensorHandleFactory::GetIdStatic()
{
    static const FactoryId s_Id(ClTensorHandleFactoryId());
    return s_Id;
}
 
const FactoryId& ClTensorHandleFactory::GetId() const
{
    return GetIdStatic();
}
 
bool ClTensorHandleFactory::SupportsSubTensors() const
{
    return false;
}
 
MemorySourceFlags ClTensorHandleFactory::GetExportFlags() const
{
    return MemorySourceFlags(MemorySource::Undefined);
}
 
MemorySourceFlags ClTensorHandleFactory::GetImportFlags() const
{
    return MemorySourceFlags(MemorySource::Undefined);
}
 
}    // namespace armnn