diff options
author | josh minor <josh.minor@arm.com> | 2020-01-06 16:40:46 -0600 |
---|---|---|
committer | Derek Lamberti <derek.lamberti@arm.com> | 2020-01-23 14:29:14 +0000 |
commit | 4a3c61091037e7e86e8b03bb060d8c1ab82731a9 (patch) | |
tree | 928644023400ad5ac0c26b33dfff2f975567d6e8 /src/backends/cl/ClWorkloadFactory.cpp | |
parent | 190a39a4a9598e42b636ae4ab843761884148160 (diff) | |
download | armnn-4a3c61091037e7e86e8b03bb060d8c1ab82731a9.tar.gz |
IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayer
* Added new layer named ElementwiseUnary
* Deprecated existing Abs/Rsqrt layer functions
* Updated existing Abs/Rsqrt test infrastructure to use new layer
* Added boilerplate for new Exp,Neg,Sqrt elemwise op layers
* AbsQuantize test removed pending future commit
* Serialization support added
!android-nn-driver:2550
Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f
Signed-off-by: josh minor <josh.minor@arm.com>
Diffstat (limited to 'src/backends/cl/ClWorkloadFactory.cpp')
-rw-r--r-- | src/backends/cl/ClWorkloadFactory.cpp | 36 |
1 files changed, 34 insertions, 2 deletions
diff --git a/src/backends/cl/ClWorkloadFactory.cpp b/src/backends/cl/ClWorkloadFactory.cpp index f9e6632b0c..4bb2e2a8ce 100644 --- a/src/backends/cl/ClWorkloadFactory.cpp +++ b/src/backends/cl/ClWorkloadFactory.cpp @@ -131,7 +131,12 @@ std::unique_ptr<ITensorHandle> ClWorkloadFactory::CreateSubTensorHandle(ITensorH std::unique_ptr<IWorkload> ClWorkloadFactory::CreateAbs(const AbsQueueDescriptor& descriptor, const WorkloadInfo& info) const { - return MakeWorkload<ClAbsWorkload>(descriptor, info); + boost::ignore_unused(descriptor); + + ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; + elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Abs); + + return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); } std::unique_ptr<IWorkload> ClWorkloadFactory::CreateActivation(const ActivationQueueDescriptor& descriptor, @@ -249,6 +254,28 @@ std::unique_ptr<IWorkload> ClWorkloadFactory::CreateDivision(const DivisionQueue return MakeWorkload<ClDivisionFloatWorkload, NullWorkload>(descriptor, info); } +std::unique_ptr<IWorkload> ClWorkloadFactory::CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, + const WorkloadInfo& info) const +{ + if (descriptor.m_Parameters.m_Operation == UnaryOperation::Abs) + { + AbsQueueDescriptor absQueueDescriptor; + absQueueDescriptor.m_Inputs = descriptor.m_Inputs; + absQueueDescriptor.m_Outputs = descriptor.m_Outputs; + + return MakeWorkload<ClAbsWorkload>(absQueueDescriptor, info); + } + else if (descriptor.m_Parameters.m_Operation == UnaryOperation::Rsqrt) + { + RsqrtQueueDescriptor rsqrtQueueDescriptor; + rsqrtQueueDescriptor.m_Inputs = descriptor.m_Inputs; + rsqrtQueueDescriptor.m_Outputs = descriptor.m_Outputs; + + return MakeWorkload<ClRsqrtWorkload>(rsqrtQueueDescriptor, info); + } + return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); +} + std::unique_ptr<IWorkload> ClWorkloadFactory::CreateEqual(const EqualQueueDescriptor& descriptor, const WorkloadInfo& info) const { @@ -450,7 +477,12 @@ std::unique_ptr<IWorkload> ClWorkloadFactory::CreateResizeBilinear(const ResizeB std::unique_ptr<IWorkload> ClWorkloadFactory::CreateRsqrt(const RsqrtQueueDescriptor& descriptor, const WorkloadInfo& info) const { - return MakeWorkload<ClRsqrtWorkload>(descriptor, info); + boost::ignore_unused(descriptor); + + ElementwiseUnaryQueueDescriptor elementwiseUnaryDescriptor; + elementwiseUnaryDescriptor.m_Parameters = ElementwiseUnaryDescriptor(UnaryOperation::Rsqrt); + + return CreateElementwiseUnary(elementwiseUnaryDescriptor, info); } std::unique_ptr<IWorkload> ClWorkloadFactory::CreateSlice(const SliceQueueDescriptor& descriptor, |