From 611c7fb97412230d5cefee047081455fb60db06c Mon Sep 17 00:00:00 2001 From: Teresa Charlin Date: Fri, 7 Jan 2022 09:47:29 +0000 Subject: IVGCVSW-6641 Stabilize the IWorkloadFactory interface with unified strategy Signed-off-by: Teresa Charlin Change-Id: Ia941be9bf2c15fe56e49a9b9a2bbe943a8152438 --- src/backends/cl/ClWorkloadFactory.cpp | 445 +++++++++++++++++++++++++++++++ src/backends/cl/ClWorkloadFactory.hpp | 126 +++++++++ src/backends/cl/test/OpenClTimerTest.cpp | 2 +- 3 files changed, 572 insertions(+), 1 deletion(-) (limited to 'src/backends/cl') diff --git a/src/backends/cl/ClWorkloadFactory.cpp b/src/backends/cl/ClWorkloadFactory.cpp index 4bdb84a5a5..0632787db0 100644 --- a/src/backends/cl/ClWorkloadFactory.cpp +++ b/src/backends/cl/ClWorkloadFactory.cpp @@ -244,6 +244,451 @@ std::unique_ptr ClWorkloadFactory::CreateSubTensorHandle(ITensorH PolymorphicDowncast(&parent), shape, coords); } +std::unique_ptr ClWorkloadFactory::CreateWorkload(LayerType type, + const QueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + switch(type) + { + case LayerType::Activation : + { + auto activationQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*activationQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Addition : + { + auto additionQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*additionQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::ArgMinMax : + { + auto argMinMaxQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*argMinMaxQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::BatchNormalization : + { + auto batchNormalizationQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload + (*batchNormalizationQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::BatchToSpaceNd : + { + auto batchToSpaceNdQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*batchToSpaceNdQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Cast : + { + auto castQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*castQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::ChannelShuffle : + { + auto channelShuffleQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*channelShuffleQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Comparison : + { + auto comparisonQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*comparisonQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Concat : + { + auto concatQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*concatQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Constant : + { + auto constantQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*constantQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::ConvertFp16ToFp32 : + { + auto convertFp16ToFp32QueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*convertFp16ToFp32QueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::ConvertFp32ToFp16 : + { + auto convertFp32ToFp16QueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*convertFp32ToFp16QueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::Convolution2d : + { + auto convolution2dQueueDescriptor = PolymorphicDowncast(&descriptor); + + bool isFastMathEnabled = false; + if (m_ModelContextPtr) + { + if (m_ModelContextPtr.get() != nullptr) + { + auto modelOptions = dynamic_cast(m_ModelContextPtr.get()); + if (modelOptions) + { + isFastMathEnabled = modelOptions->IsFastMathEnabled(); + } + } + } + return MakeWorkload(*convolution2dQueueDescriptor, + info, + m_MemoryManager->GetIntraLayerManager(), + m_CLCompileContext, + isFastMathEnabled); + } + case LayerType::Convolution3d : + { + auto convolution3dQueueDescriptor = PolymorphicDowncast(&descriptor); + + bool isFastMathEnabled = false; + if (m_ModelContextPtr) + { + if (m_ModelContextPtr.get() != nullptr) + { + auto modelOptions = dynamic_cast(m_ModelContextPtr.get()); + if (modelOptions) + { + isFastMathEnabled = modelOptions->IsFastMathEnabled(); + } + } + } + return MakeWorkload(*convolution3dQueueDescriptor, + info, + m_MemoryManager->GetIntraLayerManager(), + m_CLCompileContext, + isFastMathEnabled); + } + case LayerType::Debug : + { + auto debugQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*debugQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::DepthToSpace : + { + auto depthToSpaceQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*depthToSpaceQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::DepthwiseConvolution2d : + { + auto depthwiseConvolution2dQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*depthwiseConvolution2dQueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::Dequantize : + { + auto dequantizeQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*dequantizeQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::DetectionPostProcess : + { + auto detectionPostProcessQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*detectionPostProcessQueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::Division : + { + auto divisionQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*divisionQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::ElementwiseUnary : + { + auto elementwiseUnaryQueueDescriptor + = PolymorphicDowncast(&descriptor); + + switch(elementwiseUnaryQueueDescriptor->m_Parameters.m_Operation) + { + case UnaryOperation::Abs: + { + AbsQueueDescriptor absQueueDescriptor; + absQueueDescriptor.m_Inputs = elementwiseUnaryQueueDescriptor->m_Inputs; + absQueueDescriptor.m_Outputs = elementwiseUnaryQueueDescriptor->m_Outputs; + + return std::make_unique(absQueueDescriptor, info, m_CLCompileContext); + } + case UnaryOperation::Exp: + return std::make_unique(*elementwiseUnaryQueueDescriptor, info, m_CLCompileContext); + case UnaryOperation::Log: + return std::make_unique(*elementwiseUnaryQueueDescriptor, info, m_CLCompileContext); + case UnaryOperation::LogicalNot: + return std::make_unique(*elementwiseUnaryQueueDescriptor, + info, + m_CLCompileContext); + case UnaryOperation::Neg: + return std::make_unique(*elementwiseUnaryQueueDescriptor, info, m_CLCompileContext); + case UnaryOperation::Rsqrt: + { + RsqrtQueueDescriptor rsqrtQueueDescriptor; + rsqrtQueueDescriptor.m_Inputs = elementwiseUnaryQueueDescriptor->m_Inputs; + rsqrtQueueDescriptor.m_Outputs = elementwiseUnaryQueueDescriptor->m_Outputs; + + return std::make_unique(rsqrtQueueDescriptor, info, m_CLCompileContext); + } + case UnaryOperation::Sin: + return std::make_unique(*elementwiseUnaryQueueDescriptor, info, m_CLCompileContext); + default: + return nullptr; + } + } + case LayerType::Fill : + { + auto fillQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*fillQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Floor : + { + auto floorQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*floorQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::FullyConnected : + { + auto fullyConnectedQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*fullyConnectedQueueDescriptor, + info, + m_MemoryManager->GetIntraLayerManager(), + m_CLCompileContext); + } + case LayerType::Gather : + { + auto gatherQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*gatherQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Input : + { + auto inputQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*inputQueueDescriptor, info); + } + case LayerType::InstanceNormalization : + { + auto instanceNormalizationQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*instanceNormalizationQueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::L2Normalization : + { + auto l2NormalizationQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*l2NormalizationQueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::LogicalBinary : + { + auto logicalBinaryQueueDescriptor = PolymorphicDowncast(&descriptor); + + switch(logicalBinaryQueueDescriptor->m_Parameters.m_Operation) + { + case LogicalBinaryOperation::LogicalAnd: + return std::make_unique(*logicalBinaryQueueDescriptor, + info, + m_CLCompileContext); + case LogicalBinaryOperation::LogicalOr: + return std::make_unique(*logicalBinaryQueueDescriptor, + info, + m_CLCompileContext); + default: + return nullptr; + } + } + case LayerType::LogSoftmax : + { + auto logSoftmaxQueueDescriptor = PolymorphicDowncast(&descriptor); + + return MakeWorkload(*logSoftmaxQueueDescriptor, + info, + m_MemoryManager->GetIntraLayerManager(), + m_CLCompileContext); + } + case LayerType::Lstm : + { + auto lstmQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*lstmQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Maximum : + { + auto maximumQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*maximumQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Mean : + { + auto meanQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*meanQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::MemCopy : + { + auto memCopyQueueDescriptor = PolymorphicDowncast(&descriptor); + if (memCopyQueueDescriptor->m_Inputs.empty() || !memCopyQueueDescriptor->m_Inputs[0]) + { + throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemCopy workload"); + } + return MakeWorkload(*memCopyQueueDescriptor, info); + } + case LayerType::MemImport : + { + auto memImportQueueDescriptor = PolymorphicDowncast(&descriptor); + if (memImportQueueDescriptor->m_Inputs.empty() || !memImportQueueDescriptor->m_Inputs[0]) + { + throw InvalidArgumentException("ClWorkloadFactory: Invalid null input for MemImport workload"); + } + return std::make_unique(*memImportQueueDescriptor, info); + } + case LayerType::Minimum : + { + auto minimumQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*minimumQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Multiplication : + { + auto multiplicationQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*multiplicationQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Normalization : + { + auto normalizationQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*normalizationQueueDescriptor, + info, + m_CLCompileContext); + } + case LayerType::Output : + { + auto outputQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*outputQueueDescriptor, info); + } + case LayerType::Pad : + { + auto padQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*padQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Permute : + { + auto permuteQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*permuteQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Pooling2d : + { + auto pooling2dQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*pooling2dQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::PreCompiled : + { + auto preCompiledQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*preCompiledQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Prelu : + { + auto preluQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*preluQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::QLstm : + { + auto qLstmQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*qLstmQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Quantize : + { + auto quantizeQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*quantizeQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::QuantizedLstm : + { + auto quantizedLstmQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*quantizedLstmQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Rank : + { + auto rankQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*rankQueueDescriptor, info); + } + case LayerType::Reduce : + { + auto reduceQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*reduceQueueDescriptor, info); + } + case LayerType::Reshape : + { + auto reshapeQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*reshapeQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Resize : + { + auto resizeQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*resizeQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Slice : + { + auto sliceQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*sliceQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Softmax : + { + auto softmaxQueueDescriptor = PolymorphicDowncast(&descriptor); + return std::make_unique(*softmaxQueueDescriptor, + info, + m_MemoryManager->GetIntraLayerManager(), + m_CLCompileContext); + } + case LayerType::SpaceToBatchNd : + { + auto spaceToBatchNdQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*spaceToBatchNdQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::SpaceToDepth : + { + auto spaceToDepthQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*spaceToDepthQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Splitter : + { + auto splitterQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*splitterQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Stack : + { + auto stackQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*stackQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::StridedSlice : + { + auto stridedSliceQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*stridedSliceQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Subtraction : + { + auto subtractionQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*subtractionQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::Transpose : + { + auto transposeQueueDescriptor = PolymorphicDowncast(&descriptor); + return MakeWorkload(*transposeQueueDescriptor, info, m_CLCompileContext); + } + case LayerType::TransposeConvolution2d : + { + auto transposeConvolution2dQueueDescriptor + = PolymorphicDowncast(&descriptor); + return MakeWorkload(*transposeConvolution2dQueueDescriptor, + info, + m_MemoryManager->GetIntraLayerManager(), + m_CLCompileContext); + } + default: + return nullptr; + } +} + std::unique_ptr ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, const WorkloadInfo& info) const { diff --git a/src/backends/cl/ClWorkloadFactory.hpp b/src/backends/cl/ClWorkloadFactory.hpp index 047f38582d..91ce711db0 100644 --- a/src/backends/cl/ClWorkloadFactory.hpp +++ b/src/backends/cl/ClWorkloadFactory.hpp @@ -55,186 +55,312 @@ public: DataLayout dataLayout, const bool IsMemoryManaged = true) const override; + std::unique_ptr CreateWorkload(LayerType type, + const QueueDescriptor& descriptor, + const WorkloadInfo& info) const override; + + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateActivation(const ActivationQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateAddition(const AdditionQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateCast(const CastQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateChannelShuffle(const ChannelShuffleQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateComparison(const ComparisonQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateConcat(const ConcatQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateConstant(const ConstantQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateConvolution3d(const Convolution3dQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateDebug(const DebugQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateDepthwiseConvolution2d(const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateDequantize(const DequantizeQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateDetectionPostProcess(const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateDivision(const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateFill(const FillQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateFloor(const FloorQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateGather(const GatherQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateInput(const InputQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateInstanceNormalization(const InstanceNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateLstm(const LstmQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateMaximum(const MaximumQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateMean(const MeanQueueDescriptor& descriptor, const WorkloadInfo& Info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateMemCopy(const MemCopyQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateMemImport(const MemImportQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateMinimum(const MinimumQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateNormalization(const NormalizationQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateOutput(const OutputQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreatePad(const PadQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreatePermute(const PermuteQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreatePrelu(const PreluQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateQLstm(const QLstmQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateQuantize(const QuantizeQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateRank(const RankQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateReduce(const ReduceQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateReshape(const ReshapeQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateResize(const ResizeQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateSlice(const SliceQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateSplitter(const SplitterQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateStack(const StackQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateSubtraction(const SubtractionQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateTranspose(const TransposeQueueDescriptor& descriptor, const WorkloadInfo& info) const override; + ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use ABI stable " + "CreateWorkload(LayerType, const QueueDescriptor&, const WorkloadInfo& info) instead.", "22.08") std::unique_ptr CreateTransposeConvolution2d(const TransposeConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override; diff --git a/src/backends/cl/test/OpenClTimerTest.cpp b/src/backends/cl/test/OpenClTimerTest.cpp index 43387d8e4e..3d273903bd 100644 --- a/src/backends/cl/test/OpenClTimerTest.cpp +++ b/src/backends/cl/test/OpenClTimerTest.cpp @@ -99,7 +99,7 @@ TEST_CASE_FIXTURE(OpenClFixture, "OpenClTimerBatchNorm") // for each channel: // substract mean, divide by standard deviation (with an epsilon to avoid div by 0) // multiply by gamma and add beta - std::unique_ptr workload = workloadFactory.CreateBatchNormalization(data, info); + std::unique_ptr workload = workloadFactory.CreateWorkload(LayerType::BatchNormalization, data, info); inputHandle->Allocate(); outputHandle->Allocate(); -- cgit v1.2.1