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//
// Copyright © 2017 Arm Ltd. All rights reserved.
// See LICENSE file in the project root for full license information.
//
#pragma once
#include "WorkloadFactory.hpp"
#include "OutputHandler.hpp"
#include "armnn/IRuntime.hpp"
#ifdef ARMCOMPUTECL_ENABLED
#include <arm_compute/runtime/CL/CLTuner.h>
#endif
namespace cl
{
class Context;
class CommandQueue;
class Device;
}
namespace armnn
{
class IClTunedParameters;
class ClTunedParameters;
// ARM Compute OpenCL workload factory
class ClWorkloadFactory : public IWorkloadFactory
{
public:
ClWorkloadFactory(IClTunedParameters* clTunedParameters = nullptr);
virtual ~ClWorkloadFactory();
virtual Compute GetCompute() const override { return Compute::GpuAcc; }
static bool IsLayerSupported(const Layer& layer, DataType dataType, std::string& outReasonIfUnsupported);
void LoadOpenClRuntime();
virtual bool SupportsSubTensors() const override { return true; }
virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent,
TensorShape const& subTensorShape,
unsigned int const* subTensorOrigin) const override;
virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override;
virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(
const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor,
const WorkloadInfo& info) const override;
private:
ClTunedParameters* m_clTunedParameters;
};
class ClTunedParameters : public IClTunedParameters
{
public:
ClTunedParameters(armnn::IClTunedParameters::Mode mode);
virtual void Load(const char* filename);
virtual void Save(const char* filename) const;
Mode m_Mode;
#ifdef ARMCOMPUTECL_ENABLED
arm_compute::CLTuner m_Tuner;
#endif
};
} // namespace armnn
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