GpuFsaTensorHandle.hpp

Go to the documentation of this file.

//
// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#pragma once
 
#include <aclCommon/ArmComputeTensorHandle.hpp>
#include <aclCommon/ArmComputeTensorUtils.hpp>
 
#include <armnn/utility/PolymorphicDowncast.hpp>
#include <Half.hpp>
 
#include <arm_compute/runtime/CL/CLTensor.h>
#include <arm_compute/runtime/CL/CLSubTensor.h>
#include <arm_compute/runtime/IMemoryGroup.h>
#include <arm_compute/runtime/MemoryGroup.h>
#include <arm_compute/core/TensorShape.h>
#include <arm_compute/core/Coordinates.h>
 
#include <aclCommon/IClTensorHandle.hpp>
 
namespace armnn
{
 
class GpuFsaTensorHandle : public IClTensorHandle
{
public:
    GpuFsaTensorHandle(const TensorInfo& tensorInfo)
        : m_ImportFlags(static_cast<MemorySourceFlags>(MemorySource::Undefined)),
          m_Imported(false),
          m_IsImportEnabled(false)
    {
        armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo);
    }
 
    GpuFsaTensorHandle(const TensorInfo& tensorInfo,
                   DataLayout dataLayout,
                   MemorySourceFlags importFlags = static_cast<MemorySourceFlags>(MemorySource::Undefined))
        : m_ImportFlags(importFlags),
          m_Imported(false),
          m_IsImportEnabled(false)
    {
        armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo, dataLayout);
    }
 
    arm_compute::CLTensor& GetTensor() override { return m_Tensor; }
    arm_compute::CLTensor const& GetTensor() const override { return m_Tensor; }
    virtual void Allocate() override
    {
        // If we have enabled Importing, don't allocate the tensor
        if (m_IsImportEnabled)
        {
            throw MemoryImportException("GpuFsaTensorHandle::Attempting to allocate memory when importing");
        }
        else
        {
            armnn::armcomputetensorutils::InitialiseArmComputeTensorEmpty(m_Tensor);
        }
 
    }
 
    virtual void Manage() override
    {
        // If we have enabled Importing, don't manage the tensor
        if (m_IsImportEnabled)
        {
            throw MemoryImportException("GpuFsaTensorHandle::Attempting to manage memory when importing");
        }
        else
        {
            assert(m_MemoryGroup != nullptr);
            m_MemoryGroup->manage(&m_Tensor);
        }
    }
 
    virtual const void* Map(bool blocking = true) const override
    {
        const_cast<arm_compute::CLTensor*>(&m_Tensor)->map(blocking);
        return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes());
    }
 
    virtual void Unmap() const override { const_cast<arm_compute::CLTensor*>(&m_Tensor)->unmap(); }
 
    virtual ITensorHandle* GetParent() const override { return nullptr; }
 
    virtual arm_compute::DataType GetDataType() const override
    {
        return m_Tensor.info()->data_type();
    }
 
    virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>& memoryGroup) override
    {
        m_MemoryGroup = PolymorphicPointerDowncast<arm_compute::MemoryGroup>(memoryGroup);
    }
 
    TensorShape GetStrides() const override
    {
        return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes());
    }
 
    TensorShape GetShape() const override
    {
        return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape());
    }
 
    void SetImportFlags(MemorySourceFlags importFlags)
    {
        m_ImportFlags = importFlags;
    }
 
    MemorySourceFlags GetImportFlags() const override
    {
        return m_ImportFlags;
    }
 
    void SetImportEnabledFlag(bool importEnabledFlag)
    {
        m_IsImportEnabled = importEnabledFlag;
    }
 
    virtual bool Import(void* /*memory*/, MemorySource source) override
    {
        if (m_ImportFlags & static_cast<MemorySourceFlags>(source))
        {
            throw MemoryImportException("GpuFsaTensorHandle::Incorrect import flag");
        }
        m_Imported = false;
        return false;
    }
 
    virtual bool CanBeImported(void* /*memory*/, MemorySource /*source*/) override
    {
        // This TensorHandle can never import.
        return false;
    }
 
private:
    // Only used for testing
    void CopyOutTo(void* memory) const override
    {
        const_cast<armnn::GpuFsaTensorHandle*>(this)->Map(true);
        switch(this->GetDataType())
        {
            case arm_compute::DataType::F32:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<float*>(memory));
                break;
            case arm_compute::DataType::U8:
            case arm_compute::DataType::QASYMM8:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<uint8_t*>(memory));
                break;
            case arm_compute::DataType::QSYMM8:
            case arm_compute::DataType::QSYMM8_PER_CHANNEL:
            case arm_compute::DataType::QASYMM8_SIGNED:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<int8_t*>(memory));
                break;
            case arm_compute::DataType::F16:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<armnn::Half*>(memory));
                break;
            case arm_compute::DataType::S16:
            case arm_compute::DataType::QSYMM16:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<int16_t*>(memory));
                break;
            case arm_compute::DataType::S32:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<int32_t*>(memory));
                break;
            default:
            {
                throw armnn::UnimplementedException();
            }
        }
        const_cast<armnn::GpuFsaTensorHandle*>(this)->Unmap();
    }
 
    // Only used for testing
    void CopyInFrom(const void* memory) override
    {
        this->Map(true);
        switch(this->GetDataType())
        {
            case arm_compute::DataType::F32:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const float*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::U8:
            case arm_compute::DataType::QASYMM8:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const uint8_t*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::F16:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const armnn::Half*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::S16:
            case arm_compute::DataType::QSYMM8:
            case arm_compute::DataType::QSYMM8_PER_CHANNEL:
            case arm_compute::DataType::QASYMM8_SIGNED:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int8_t*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::QSYMM16:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int16_t*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::S32:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int32_t*>(memory),
                                                                 this->GetTensor());
                break;
            default:
            {
                throw armnn::UnimplementedException();
            }
        }
        this->Unmap();
    }
 
    arm_compute::CLTensor m_Tensor;
    std::shared_ptr<arm_compute::MemoryGroup> m_MemoryGroup;
    MemorySourceFlags m_ImportFlags;
    bool m_Imported;
    bool m_IsImportEnabled;
};
 
class GpuFsaSubTensorHandle : public IClTensorHandle
{
public:
    GpuFsaSubTensorHandle(IClTensorHandle* parent,
                      const arm_compute::TensorShape& shape,
                      const arm_compute::Coordinates& coords)
        : m_Tensor(&parent->GetTensor(), shape, coords)
    {
        parentHandle = parent;
    }
 
    arm_compute::CLSubTensor& GetTensor() override { return m_Tensor; }
    arm_compute::CLSubTensor const& GetTensor() const override { return m_Tensor; }
 
    virtual void Allocate() override {}
    virtual void Manage() override {}
 
    virtual const void* Map(bool blocking = true) const override
    {
        const_cast<arm_compute::CLSubTensor*>(&m_Tensor)->map(blocking);
        return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes());
    }
    virtual void Unmap() const override { const_cast<arm_compute::CLSubTensor*>(&m_Tensor)->unmap(); }
 
    virtual ITensorHandle* GetParent() const override { return parentHandle; }
 
    virtual arm_compute::DataType GetDataType() const override
    {
        return m_Tensor.info()->data_type();
    }
 
    virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>&) override {}
 
    TensorShape GetStrides() const override
    {
        return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes());
    }
 
    TensorShape GetShape() const override
    {
        return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape());
    }
 
private:
    // Only used for testing
    void CopyOutTo(void* memory) const override
    {
        const_cast<GpuFsaSubTensorHandle*>(this)->Map(true);
        switch(this->GetDataType())
        {
            case arm_compute::DataType::F32:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<float*>(memory));
                break;
            case arm_compute::DataType::U8:
            case arm_compute::DataType::QASYMM8:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<uint8_t*>(memory));
                break;
            case arm_compute::DataType::F16:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<armnn::Half*>(memory));
                break;
            case arm_compute::DataType::QSYMM8:
            case arm_compute::DataType::QSYMM8_PER_CHANNEL:
            case arm_compute::DataType::QASYMM8_SIGNED:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<int8_t*>(memory));
                break;
            case arm_compute::DataType::S16:
            case arm_compute::DataType::QSYMM16:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<int16_t*>(memory));
                break;
            case arm_compute::DataType::S32:
                armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(),
                                                                 static_cast<int32_t*>(memory));
                break;
            default:
            {
                throw armnn::UnimplementedException();
            }
        }
        const_cast<GpuFsaSubTensorHandle*>(this)->Unmap();
    }
 
    // Only used for testing
    void CopyInFrom(const void* memory) override
    {
        this->Map(true);
        switch(this->GetDataType())
        {
            case arm_compute::DataType::F32:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const float*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::U8:
            case arm_compute::DataType::QASYMM8:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const uint8_t*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::F16:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const armnn::Half*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::QSYMM8:
            case arm_compute::DataType::QSYMM8_PER_CHANNEL:
            case arm_compute::DataType::QASYMM8_SIGNED:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int8_t*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::S16:
            case arm_compute::DataType::QSYMM16:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int16_t*>(memory),
                                                                 this->GetTensor());
                break;
            case arm_compute::DataType::S32:
                armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int32_t*>(memory),
                                                                 this->GetTensor());
                break;
            default:
            {
                throw armnn::UnimplementedException();
            }
        }
        this->Unmap();
    }
 
    mutable arm_compute::CLSubTensor m_Tensor;
    ITensorHandle* parentHandle = nullptr;
};
 
} // namespace armnn