diff options
Diffstat (limited to 'src/backends/reference/RefWorkloadFactory.cpp')
-rw-r--r-- | src/backends/reference/RefWorkloadFactory.cpp | 32 |
1 files changed, 32 insertions, 0 deletions
diff --git a/src/backends/reference/RefWorkloadFactory.cpp b/src/backends/reference/RefWorkloadFactory.cpp index 8ea923d599..b1c3ad79ac 100644 --- a/src/backends/reference/RefWorkloadFactory.cpp +++ b/src/backends/reference/RefWorkloadFactory.cpp @@ -27,6 +27,22 @@ std::unique_ptr<IWorkload> RefWorkloadFactory::MakeWorkload(const QueueDescripto info); } +bool IsFloat16(const WorkloadInfo& info) +{ + auto checkFloat16 = [](const TensorInfo& tensorInfo) {return tensorInfo.GetDataType() == DataType::Float16;}; + auto it = std::find_if(std::begin(info.m_InputTensorInfos), std::end(info.m_InputTensorInfos), checkFloat16); + if (it != std::end(info.m_InputTensorInfos)) + { + return true; + } + it = std::find_if(std::begin(info.m_OutputTensorInfos), std::end(info.m_OutputTensorInfos), checkFloat16); + if (it != std::end(info.m_OutputTensorInfos)) + { + return true; + } + return false; +} + RefWorkloadFactory::RefWorkloadFactory() { } @@ -174,12 +190,20 @@ std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateNormalization( std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateAddition(const AdditionQueueDescriptor& descriptor, const WorkloadInfo& info) const { + if (IsFloat16(info)) + { + return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); + } return std::make_unique<RefAdditionWorkload>(descriptor, info); } std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateMultiplication( const MultiplicationQueueDescriptor& descriptor, const WorkloadInfo& info) const { + if (IsFloat16(info)) + { + return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); + } return std::make_unique<RefMultiplicationWorkload>(descriptor, info); } @@ -266,12 +290,20 @@ std::unique_ptr<IWorkload> RefWorkloadFactory::CreateConvertFp32ToFp16( std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateDivision( const DivisionQueueDescriptor& descriptor, const WorkloadInfo& info) const { + if (IsFloat16(info)) + { + return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); + } return std::make_unique<RefDivisionWorkload>(descriptor, info); } std::unique_ptr<armnn::IWorkload> RefWorkloadFactory::CreateSubtraction( const SubtractionQueueDescriptor& descriptor, const WorkloadInfo& info) const { + if (IsFloat16(info)) + { + return MakeWorkload<NullWorkload, NullWorkload>(descriptor, info); + } return std::make_unique<RefSubtractionWorkload>(descriptor, info); } |