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Diffstat (limited to 'include/armnn/backends/WorkloadFactory.hpp')
| -rw-r--r-- | include/armnn/backends/WorkloadFactory.hpp | 289 |
1 files changed, 289 insertions, 0 deletions
diff --git a/include/armnn/backends/WorkloadFactory.hpp b/include/armnn/backends/WorkloadFactory.hpp new file mode 100644 index 0000000000..68ad2e3741 --- /dev/null +++ b/include/armnn/backends/WorkloadFactory.hpp @@ -0,0 +1,289 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// +#pragma once + +#include "ITensorHandle.hpp" +#include "Workload.hpp" + +#include <armnn/Optional.hpp> +#include <armnn/INetwork.hpp> +#include <armnn/TensorFwd.hpp> + +#include <memory> + +namespace armnn +{ + +class Layer; + +// Workload factory interface for compute backends. +class IWorkloadFactory +{ +public: + virtual ~IWorkloadFactory() { } + + virtual void AfterWorkloadsCreated() {}; + + virtual const BackendId& GetBackendId() const = 0; + + static bool IsLayerSupported(const BackendId& backendId, + const IConnectableLayer& layer, + Optional<DataType> dataType, + std::string& outReasonIfUnsupported); + + static bool IsLayerSupported(const IConnectableLayer& layer, + Optional<DataType> dataType, + std::string& outReasonIfUnsupported); + + static bool IsLayerSupported(const IConnectableLayer& layer, + Optional<DataType> dataType, + std::string& outReasonIfUnsupported, + const ModelOptions& modelOptions); + + static bool IsLayerSupported(const BackendId& backendId, + const IConnectableLayer& layer, + Optional<DataType> dataType, + std::string& outReasonIfUnsupported, + const ModelOptions& modelOptions); + + virtual bool SupportsSubTensors() const = 0; + + ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateSubTensorHandle instead") + 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; + + ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateTensorHandle instead") + virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, + const bool IsMemoryManaged = true) const = 0; + + ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateTensorHandle instead") + virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, + DataLayout dataLayout, + const bool IsMemoryManaged = true) const = 0; + + virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateCast(const CastQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateChannelShuffle(const ChannelShuffleQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateComparison(const ComparisonQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateConcat(const ConcatQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConvertBf16ToFp32(const ConvertBf16ToFp32QueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConvertFp32ToBf16(const ConvertFp32ToBf16QueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateConvolution3d(const Convolution3dQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d( + const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDequantize(const DequantizeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDetectionPostProcess( + const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateFill(const FillQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateInstanceNormalization( + const InstanceNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateLogicalUnary(const ElementwiseUnaryQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateMemImport(const MemImportQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateMerge(const MergeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreatePooling3d(const Pooling3dQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreatePrelu(const PreluQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateQuantize(const QuantizeQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateQLstm(const QLstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateRank(const RankQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateReduce(const ReduceQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateResize(const ResizeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateShape(const ShapeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateSlice(const SliceQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateStack(const StackQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateSwitch(const SwitchQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; + + virtual std::unique_ptr<IWorkload> CreateTranspose(const TransposeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateTransposeConvolution2d( + const TransposeConvolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateUnidirectionalSequenceLstm( + const UnidirectionalSequenceLstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const; + +private: + static bool IsLayerConfigurationSupported(const BackendId& backendId, + const IConnectableLayer& connectableLayer, + Optional<DataType> dataType, + std::string& outReasonIfUnsupported, + const ModelOptions& modelOptions = {}); +}; + +} // namespace armnn |