ClImportTensorHandleFactory.cpp

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//
// Copyright © 2021 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
 
#include "ClImportTensorHandleFactory.hpp"
#include "ClImportTensorHandle.hpp"
 
#include <armnn/utility/NumericCast.hpp>
#include <armnn/utility/PolymorphicDowncast.hpp>
 
#include <arm_compute/core/Coordinates.h>
#include <arm_compute/runtime/CL/CLTensor.h>
 
namespace armnn
{
 
using FactoryId = ITensorHandleFactory::FactoryId;
 
std::unique_ptr<ITensorHandle> ClImportTensorHandleFactory::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<ClImportSubTensorHandle>(
        PolymorphicDowncast<IClTensorHandle*>(&parent), shape, coords);
}
 
std::unique_ptr<ITensorHandle> ClImportTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo) const
{
    std::unique_ptr<ClImportTensorHandle> tensorHandle = std::make_unique<ClImportTensorHandle>(tensorInfo,
                                                                                                GetImportFlags());
    return tensorHandle;
}
 
std::unique_ptr<ITensorHandle> ClImportTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo,
                                                                               DataLayout dataLayout) const
{
    std::unique_ptr<ClImportTensorHandle> tensorHandle = std::make_unique<ClImportTensorHandle>(tensorInfo,
                                                                                                dataLayout,
                                                                                                GetImportFlags());
    return tensorHandle;
}
 
std::unique_ptr<ITensorHandle> ClImportTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo,
                                                                               const bool IsMemoryManaged) const
{
    if (IsMemoryManaged)
    {
        throw InvalidArgumentException("ClImportTensorHandleFactory does not support memory managed tensors.");
    }
    return CreateTensorHandle(tensorInfo);
}
 
std::unique_ptr<ITensorHandle> ClImportTensorHandleFactory::CreateTensorHandle(const TensorInfo& tensorInfo,
                                                                               DataLayout dataLayout,
                                                                               const bool IsMemoryManaged) const
{
    if (IsMemoryManaged)
    {
        throw InvalidArgumentException("ClImportTensorHandleFactory does not support memory managed tensors.");
    }
    return CreateTensorHandle(tensorInfo, dataLayout);
}
 
const FactoryId& ClImportTensorHandleFactory::GetIdStatic()
{
    static const FactoryId s_Id(ClImportTensorHandleFactoryId());
    return s_Id;
}
 
const FactoryId& ClImportTensorHandleFactory::GetId() const
{
    return GetIdStatic();
}
 
bool ClImportTensorHandleFactory::SupportsSubTensors() const
{
    return true;
}
 
bool ClImportTensorHandleFactory::SupportsMapUnmap() const
{
    return false;
}
 
MemorySourceFlags ClImportTensorHandleFactory::GetExportFlags() const
{
    return m_ExportFlags;
}
 
MemorySourceFlags ClImportTensorHandleFactory::GetImportFlags() const
{
    return m_ImportFlags;
}
 
std::vector<Capability> ClImportTensorHandleFactory::GetCapabilities(const IConnectableLayer* layer,
                                                                     const IConnectableLayer* connectedLayer,
                                                                     CapabilityClass capabilityClass)
{
    IgnoreUnused(layer);
    IgnoreUnused(connectedLayer);
    std::vector<Capability> capabilities;
    if (capabilityClass == CapabilityClass::FallbackImportDisabled)
    {
        Capability paddingCapability(CapabilityClass::FallbackImportDisabled, true);
        capabilities.push_back(paddingCapability);
    }
    return capabilities;
}
 
}    // namespace armnn