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authorDavid Beck <david.beck@arm.com>2018-09-24 13:18:27 +0100
committerMatthew Bentham <matthew.bentham@arm.com>2018-10-10 16:16:57 +0100
commitb4540bef0b0327683fe8e63f727c1212800dc2a9 (patch)
treee1ea8bb6ee981640a1c469ceb556ed648ffde411 /src/backends/reference/RefWorkloadFactory.hpp
parent2d9dd36fb6bc20b370701ab15463359b9db35f18 (diff)
downloadarmnn-b4540bef0b0327683fe8e63f727c1212800dc2a9.tar.gz
IVGCVSW-1898 : Ref backend folder structure
* Reference backend is renamed to backends/reference as per https://confluence.arm.com/display/MLENG/Pluggable+backends Change-Id: I27a13c274eb60995dfb459e3c49c0e2f60bcd32c
Diffstat (limited to 'src/backends/reference/RefWorkloadFactory.hpp')
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diff --git a/src/backends/reference/RefWorkloadFactory.hpp b/src/backends/reference/RefWorkloadFactory.hpp
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include <backends/WorkloadFactory.hpp>
+#include <backends/OutputHandler.hpp>
+
+#include <boost/core/ignore_unused.hpp>
+#include <boost/optional.hpp>
+
+namespace armnn
+{
+
+template <typename QueueDescriptorType>
+constexpr bool IsOperationQueueDescriptor(const QueueDescriptorType&) { return true; }
+
+template <>
+constexpr bool IsOperationQueueDescriptor(const MemCopyQueueDescriptor&) { return false; }
+
+template <>
+constexpr bool IsOperationQueueDescriptor(const ConstantQueueDescriptor&) { return false; }
+
+template <>
+constexpr bool IsOperationQueueDescriptor(const PermuteQueueDescriptor&) { return false; }
+
+// Reference workload factory.
+class RefWorkloadFactory : public IWorkloadFactory
+{
+public:
+ explicit RefWorkloadFactory();
+ virtual ~RefWorkloadFactory() {}
+
+ virtual Compute GetCompute() const override { return Compute::CpuRef; }
+
+ static bool IsLayerSupported(const Layer& layer, boost::optional<DataType> dataType,
+ std::string& outReasonIfUnsupported);
+
+ virtual bool SupportsSubTensors() const override { return false; }
+
+ virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent,
+ TensorShape const& subTensorShape,
+ unsigned int const* subTensorOrigin) const override
+ {
+ boost::ignore_unused(parent, subTensorShape, subTensorOrigin);
+ return nullptr;
+ }
+
+ virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override;
+
+ virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo,
+ DataLayout dataLayout) 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> CreatePooling2d(const Pooling2dQueueDescriptor& 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> 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> CreateMultiplication(const MultiplicationQueueDescriptor& 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> 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;
+
+ virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor,
+ const WorkloadInfo& info) const override;
+
+ virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor,
+ const WorkloadInfo& info) const override;
+
+ virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor,
+ const WorkloadInfo& info) const override;
+
+ virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor,
+ const WorkloadInfo& info) const override;
+
+ virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor,
+ const WorkloadInfo& info) const override;
+
+ virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor,
+ const WorkloadInfo& Info) const override;
+
+ virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor,
+ const WorkloadInfo& info) const override;
+private:
+
+ template <typename F32Workload, typename U8Workload, typename QueueDescriptorType>
+ std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor, const WorkloadInfo& info) const;
+
+};
+
+} // namespace armnn