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authorDerek Lamberti <derek.lamberti@arm.com>2019-03-25 15:41:58 +0000
committerderek.lamberti <derek.lamberti@arm.com>2019-03-27 16:06:46 +0000
commita9cca6aa935b3e290181a05fdb2c5f5557a49c09 (patch)
tree60493eeada1357fa2334f7f952879561480e192f /src/backends
parent045ea78ab73b1c88a38d3ecb501583a38161ca0e (diff)
downloadarmnn-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')
-rw-r--r--src/backends/backendsCommon/LayerSupportBase.cpp7
-rw-r--r--src/backends/backendsCommon/LayerSupportBase.hpp4
-rw-r--r--src/backends/backendsCommon/WorkloadData.cpp18
-rw-r--r--src/backends/backendsCommon/WorkloadData.hpp5
-rw-r--r--src/backends/backendsCommon/WorkloadFactory.cpp256
-rw-r--r--src/backends/backendsCommon/WorkloadFactory.hpp157
-rw-r--r--src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp2
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)