| // |
| // Copyright © 2020-2023 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "RefElementwiseUnaryWorkload.hpp" |
| |
| #include "Decoders.hpp" |
| #include "ElementwiseFunction.hpp" |
| #include "Encoders.hpp" |
| #include "RefWorkloadUtils.hpp" |
| #include "Abs.hpp" |
| #include "Ceil.hpp" |
| #include "Exp.hpp" |
| #include "Log.hpp" |
| #include "Rsqrt.hpp" |
| #include "Sin.hpp" |
| #include "Sqrt.hpp" |
| |
| #include <Profiling.hpp> |
| |
| #include <armnn/TypesUtils.hpp> |
| |
| #include <functional> |
| |
| namespace armnn |
| { |
| |
| RefElementwiseUnaryWorkload::RefElementwiseUnaryWorkload(const ElementwiseUnaryQueueDescriptor& desc, |
| const WorkloadInfo& info) |
| : RefBaseWorkload<ElementwiseUnaryQueueDescriptor>(desc, info) |
| {} |
| |
| void RefElementwiseUnaryWorkload::Execute() const |
| { |
| Execute(m_Data.m_Inputs, m_Data.m_Outputs); |
| } |
| |
| void RefElementwiseUnaryWorkload::ExecuteAsync(ExecutionData& executionData) |
| { |
| |
| WorkingMemDescriptor* workingMemDescriptor = static_cast<WorkingMemDescriptor*>(executionData.m_Data); |
| Execute(workingMemDescriptor->m_Inputs, workingMemDescriptor->m_Outputs); |
| } |
| |
| void RefElementwiseUnaryWorkload::Execute(std::vector<ITensorHandle*> inputs, std::vector<ITensorHandle*> outputs) const |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_REF_NAME_GUID("RefElementwiseUnaryWorkload_Execute"); |
| |
| const TensorInfo& inputInfo = GetTensorInfo(inputs[0]); |
| const TensorInfo& outputInfo = GetTensorInfo(outputs[0]); |
| |
| const TensorShape& inShape = inputInfo.GetShape(); |
| const TensorShape& outShape = outputInfo.GetShape(); |
| |
| std::unique_ptr<Decoder<InType>> input = MakeDecoder<InType>(inputInfo, inputs[0]->Map()); |
| std::unique_ptr<Encoder<OutType>> output= MakeEncoder<OutType>(outputInfo, outputs[0]->Map()); |
| |
| using AbsFunction = ElementwiseUnaryFunction<abs<InType>>; |
| using CeilFunction = ElementwiseUnaryFunction<ceil<InType>>; |
| using ExpFunction = ElementwiseUnaryFunction<exp<InType>>; |
| using LogFunction = ElementwiseUnaryFunction<log<InType>>; |
| using NegFunction = ElementwiseUnaryFunction<std::negate<InType>>; |
| using RsqrtFunction = ElementwiseUnaryFunction<rsqrt<InType>>; |
| using SinFunction = ElementwiseUnaryFunction<sin<InType>>; |
| using SqrtFunction = ElementwiseUnaryFunction<sqrt<InType>>; |
| |
| switch (m_Data.m_Parameters.m_Operation) |
| { |
| case UnaryOperation::Abs: |
| { |
| AbsFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Ceil: |
| { |
| CeilFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Exp: |
| { |
| ExpFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Log: |
| { |
| LogFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Neg: |
| { |
| NegFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Rsqrt: |
| { |
| RsqrtFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Sin: |
| { |
| SinFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| case UnaryOperation::Sqrt: |
| { |
| SqrtFunction(inShape, outShape, *input, *output); |
| break; |
| } |
| default: |
| { |
| throw InvalidArgumentException(std::string("Unsupported unary operation ") + |
| GetUnaryOperationAsCString(m_Data.m_Parameters.m_Operation), CHECK_LOCATION()); |
| } |
| } |
| } |
| |
| } // namespace armnn |