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author | David Beck <david.beck@arm.com> | 2018-09-19 12:03:20 +0100 |
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committer | Matthew Bentham <matthew.bentham@arm.com> | 2018-10-10 16:16:56 +0100 |
commit | 10b4dfd8e9ccd7a03df7bb053ee1c644cb37f8ab (patch) | |
tree | 1ac5b4f415531e2ef759439ab8e113f177bea7c5 /src/backends/WorkloadFactory.hpp | |
parent | a3f165624b2cdfbced674af5a6e11856b1e746d9 (diff) | |
download | armnn-10b4dfd8e9ccd7a03df7bb053ee1c644cb37f8ab.tar.gz |
IVGCVSW-1897 : build infrastructure for the src/backends folder
Change-Id: I7ebafb675ccc77ad54d1deb01412a8379a5356bb
Diffstat (limited to 'src/backends/WorkloadFactory.hpp')
-rw-r--r-- | src/backends/WorkloadFactory.hpp | 137 |
1 files changed, 137 insertions, 0 deletions
diff --git a/src/backends/WorkloadFactory.hpp b/src/backends/WorkloadFactory.hpp new file mode 100644 index 0000000000..fbc6134574 --- /dev/null +++ b/src/backends/WorkloadFactory.hpp @@ -0,0 +1,137 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// +#pragma once + +#include "Workload.hpp" +#include <memory> +#include "armnn/TensorFwd.hpp" +#include "OutputHandler.hpp" +#include <boost/optional.hpp> + +namespace armnn +{ + +class Layer; + +// Workload factory interface for compute backends. +class IWorkloadFactory +{ +public: + virtual ~IWorkloadFactory() { } + + virtual Compute GetCompute() const = 0; + + /// Informs the memory manager that the network is finalized and ready for execution. + virtual void Finalize() { } + + /// Inform the memory manager to release the memory + virtual void Release() { } + + /// Inform the memory manager to acquire memory + virtual void Acquire() { } + + static bool IsLayerSupported(Compute compute, const Layer& layer, boost::optional<DataType> dataType, + std::string& outReasonIfUnsupported); + static bool IsLayerSupported(const Layer& layer, boost::optional<DataType> dataType, + std::string& outReasonIfUnsupported); + + virtual bool SupportsSubTensors() const = 0; + + virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent, + TensorShape const& subTensorShape, + unsigned int const* subTensorOrigin + ) const = 0; + + virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const = 0; + + virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d( + const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, + const WorkloadInfo& info) const = 0; + + virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, + const WorkloadInfo& Info) const = 0; + + virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, + const WorkloadInfo& Info) const = 0; +}; + +} //namespace armnn |