diff options
author | Derek Lamberti <derek.lamberti@arm.com> | 2019-03-25 15:41:58 +0000 |
---|---|---|
committer | derek.lamberti <derek.lamberti@arm.com> | 2019-03-27 16:06:46 +0000 |
commit | a9cca6aa935b3e290181a05fdb2c5f5557a49c09 (patch) | |
tree | 60493eeada1357fa2334f7f952879561480e192f /src/backends/backendsCommon | |
parent | 045ea78ab73b1c88a38d3ecb501583a38161ca0e (diff) | |
download | armnn-a9cca6aa935b3e290181a05fdb2c5f5557a49c09.tar.gz |
IVGCVSW-2870 Support QuantizeLayer on frontend
Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Diffstat (limited to 'src/backends/backendsCommon')
-rw-r--r-- | src/backends/backendsCommon/LayerSupportBase.cpp | 7 | ||||
-rw-r--r-- | src/backends/backendsCommon/LayerSupportBase.hpp | 4 | ||||
-rw-r--r-- | src/backends/backendsCommon/WorkloadData.cpp | 18 | ||||
-rw-r--r-- | src/backends/backendsCommon/WorkloadData.hpp | 5 | ||||
-rw-r--r-- | src/backends/backendsCommon/WorkloadFactory.cpp | 256 | ||||
-rw-r--r-- | src/backends/backendsCommon/WorkloadFactory.hpp | 157 | ||||
-rw-r--r-- | src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp | 2 |
7 files changed, 372 insertions, 77 deletions
diff --git a/src/backends/backendsCommon/LayerSupportBase.cpp b/src/backends/backendsCommon/LayerSupportBase.cpp index c170ac05e2..137e77eebe 100644 --- a/src/backends/backendsCommon/LayerSupportBase.cpp +++ b/src/backends/backendsCommon/LayerSupportBase.cpp @@ -315,6 +315,13 @@ bool LayerSupportBase::IsPreCompiledSupported(const TensorInfo& input, return DefaultLayerSupport(__func__, __FILE__, __LINE__, reasonIfUnsupported); } +bool LayerSupportBase::IsQuantizeSupported(const armnn::TensorInfo& input, + const armnn::TensorInfo& output, + armnn::Optional<std::string&> reasonIfUnsupported) const +{ + return DefaultLayerSupport(__func__, __FILE__, __LINE__, reasonIfUnsupported); +} + bool LayerSupportBase::IsReshapeSupported(const TensorInfo& input, const ReshapeDescriptor& descriptor, Optional<std::string&> reasonIfUnsupported) const diff --git a/src/backends/backendsCommon/LayerSupportBase.hpp b/src/backends/backendsCommon/LayerSupportBase.hpp index 75c366cf3b..ceb3b2768e 100644 --- a/src/backends/backendsCommon/LayerSupportBase.hpp +++ b/src/backends/backendsCommon/LayerSupportBase.hpp @@ -198,6 +198,10 @@ public: const PreCompiledDescriptor& descriptor, Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; + bool IsQuantizeSupported(const TensorInfo& input, + const TensorInfo& output, + Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; + bool IsReshapeSupported(const TensorInfo& input, const ReshapeDescriptor& descriptor, Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override; diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp index 7474b9bc9a..e30a3f36b7 100644 --- a/src/backends/backendsCommon/WorkloadData.cpp +++ b/src/backends/backendsCommon/WorkloadData.cpp @@ -946,6 +946,24 @@ void PadQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const } } +void QuantizeQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const +{ + ValidateSingleInput(workloadInfo, "QuantizeQueueDescriptor"); + ValidateSingleOutput(workloadInfo, "QuantizeQueueDescriptor"); + + + if (workloadInfo.m_InputTensorInfos[0].GetDataType() != DataType::Float32) + { + throw InvalidArgumentException("Quantize only accepts Float32 inputs."); + } + + if (workloadInfo.m_OutputTensorInfos[0].GetDataType() != DataType::QuantisedAsymm8 && + workloadInfo.m_OutputTensorInfos[0].GetDataType() != DataType::QuantisedSymm16) + { + throw InvalidArgumentException("Output of quantized layer must be quantized type."); + } +} + void BatchToSpaceNdQueueDescriptor::Validate(const WorkloadInfo& workloadInfo) const { ValidateSingleInput(workloadInfo, "BatchToSpaceNdQueueDescriptor"); diff --git a/src/backends/backendsCommon/WorkloadData.hpp b/src/backends/backendsCommon/WorkloadData.hpp index 18bd921d5e..9250ceac43 100644 --- a/src/backends/backendsCommon/WorkloadData.hpp +++ b/src/backends/backendsCommon/WorkloadData.hpp @@ -229,6 +229,11 @@ struct PadQueueDescriptor : QueueDescriptorWithParameters<PadDescriptor> void Validate(const WorkloadInfo& workloadInfo) const; }; +struct QuantizeQueueDescriptor : QueueDescriptor +{ + void Validate(const WorkloadInfo& workloadInfo) const; +}; + // Equal layer workload data struct EqualQueueDescriptor : QueueDescriptor { diff --git a/src/backends/backendsCommon/WorkloadFactory.cpp b/src/backends/backendsCommon/WorkloadFactory.cpp index 0996a8aaee..833f3b894e 100644 --- a/src/backends/backendsCommon/WorkloadFactory.cpp +++ b/src/backends/backendsCommon/WorkloadFactory.cpp @@ -4,6 +4,8 @@ // #include "CpuTensorHandle.hpp" +#include "WorkloadFactory.hpp" + #include <Layer.hpp> #include <LayersFwd.hpp> @@ -605,6 +607,13 @@ bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId, reason); break; } + case LayerType::Quantize: + { + const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); + const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo(); + result = layerSupportObject->IsQuantizeSupported(input, output, reason); + break; + } case LayerType::Division: { const TensorInfo& input0 = layer.GetInputSlot(0).GetConnection()->GetTensorInfo(); @@ -751,4 +760,251 @@ bool IWorkloadFactory::IsLayerSupported(const IConnectableLayer& connectableLaye return IsLayerSupported(layer->GetBackendId(), connectableLayer, dataType, outReasonIfUnsupported); } +// Default Implementations +std::unique_ptr<IWorkload> IWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateBatchNormalization( + const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, + const WorkloadInfo& Info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateConstant(const ConstantQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateDepthwiseConvolution2d( + const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateDetectionPostProcess( + const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateDivision(const DivisionQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, + const WorkloadInfo& Info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateFloor(const FloorQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateGather(const GatherQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateGreater(const GreaterQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateLstm(const LstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateMaximum(const MaximumQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateMean(const MeanQueueDescriptor& descriptor, + const WorkloadInfo& Info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateMemCopy(const MemCopyQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateMerger(const MergerQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateMinimum(const MinimumQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateNormalization(const NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateOutput(const OutputQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreatePad(const PadQueueDescriptor& descriptor, + const WorkloadInfo& Info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreatePermute(const PermuteQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateQuantize(const QuantizeQueueDescriptor& descriptor, + const WorkloadInfo& Info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateReshape(const ReshapeQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateSplitter(const SplitterQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, + const WorkloadInfo& Info) const +{ + return std::unique_ptr<IWorkload>(); +} + +std::unique_ptr<IWorkload> IWorkloadFactory::CreateSubtraction(const SubtractionQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + return std::unique_ptr<IWorkload>(); +} + } diff --git a/src/backends/backendsCommon/WorkloadFactory.hpp b/src/backends/backendsCommon/WorkloadFactory.hpp index 88833491b2..2aa3854c4a 100644 --- a/src/backends/backendsCommon/WorkloadFactory.hpp +++ b/src/backends/backendsCommon/WorkloadFactory.hpp @@ -49,125 +49,128 @@ public: virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, DataLayout dataLayout) 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; + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; - virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + 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 = 0; + const WorkloadInfo& info) const; + + virtual std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor, + const WorkloadInfo& info) const; virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d( - const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const = 0; + const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const; virtual std::unique_ptr<IWorkload> CreateDetectionPostProcess( - const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const = 0; + const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const; - 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> CreateDivision(const DivisionQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateEqual(const EqualQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; - virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, - const WorkloadInfo& Info) const = 0; + virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateGreater(const GreaterQueueDescriptor& descriptor, + const WorkloadInfo& info) const; 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; + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; - virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - 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; - virtual std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, - const WorkloadInfo& Info) const = 0; + virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateEqual(const EqualQueueDescriptor& descriptor, - const WorkloadInfo& Info) const = 0; + virtual std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, - const WorkloadInfo& Info) const = 0; + virtual std::unique_ptr<IWorkload> CreateQuantize(const QuantizeQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; - virtual std::unique_ptr<IWorkload> CreateGreater(const GreaterQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, + const WorkloadInfo& info) const; virtual std::unique_ptr<IWorkload> CreateRsqrt(const RsqrtQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, + const WorkloadInfo& info) const; - virtual std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor, - const WorkloadInfo& info) const = 0; + virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& 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> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, + const WorkloadInfo& Info) const; }; } //namespace armnn diff --git a/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp b/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp index 79213c18e0..8f86132274 100644 --- a/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp +++ b/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp @@ -372,6 +372,8 @@ DECLARE_LAYER_POLICY_CUSTOM_PARAM(Output, armnn::LayerBindingId) DECLARE_LAYER_POLICY_2_PARAM(Pad) +DECLARE_LAYER_POLICY_1_PARAM(Quantize) + DECLARE_LAYER_POLICY_2_PARAM(Permute) DECLARE_LAYER_POLICY_2_PARAM(Pooling2d) |