| // |
| // Copyright © 2019 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "RefComparisonWorkload.hpp" |
| |
| #include "Decoders.hpp" |
| #include "ElementwiseFunction.hpp" |
| #include "Encoders.hpp" |
| #include "RefWorkloadUtils.hpp" |
| |
| #include <Profiling.hpp> |
| |
| #include <armnn/TypesUtils.hpp> |
| |
| #include <functional> |
| |
| namespace armnn |
| { |
| |
| RefComparisonWorkload::RefComparisonWorkload(const ComparisonQueueDescriptor& desc, |
| const WorkloadInfo& info) |
| : BaseWorkload<ComparisonQueueDescriptor>(desc, info) |
| {} |
| |
| void RefComparisonWorkload::PostAllocationConfigure() |
| { |
| const TensorInfo& inputInfo0 = GetTensorInfo(m_Data.m_Inputs[0]); |
| const TensorInfo& inputInfo1 = GetTensorInfo(m_Data.m_Inputs[1]); |
| const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]); |
| |
| m_Input0 = MakeDecoder<InType>(inputInfo0); |
| m_Input1 = MakeDecoder<InType>(inputInfo1); |
| |
| m_Output = MakeEncoder<OutType>(outputInfo); |
| } |
| |
| void RefComparisonWorkload::Execute() const |
| { |
| ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefComparisonWorkload_Execute"); |
| |
| const TensorInfo& inputInfo0 = GetTensorInfo(m_Data.m_Inputs[0]); |
| const TensorInfo& inputInfo1 = GetTensorInfo(m_Data.m_Inputs[1]); |
| const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]); |
| |
| const TensorShape& inShape0 = inputInfo0.GetShape(); |
| const TensorShape& inShape1 = inputInfo1.GetShape(); |
| const TensorShape& outShape = outputInfo.GetShape(); |
| |
| m_Input0->Reset(m_Data.m_Inputs[0]->Map()); |
| m_Input1->Reset(m_Data.m_Inputs[1]->Map()); |
| m_Output->Reset(m_Data.m_Outputs[0]->Map()); |
| |
| using EqualFunction = ElementwiseBinaryFunction<std::equal_to<InType>>; |
| using GreaterFunction = ElementwiseBinaryFunction<std::greater<InType>>; |
| using GreaterOrEqualFunction = ElementwiseBinaryFunction<std::greater_equal<InType>>; |
| using LessFunction = ElementwiseBinaryFunction<std::less<InType>>; |
| using LessOrEqualFunction = ElementwiseBinaryFunction<std::less_equal<InType>>; |
| using NotEqualFunction = ElementwiseBinaryFunction<std::not_equal_to<InType>>; |
| |
| switch (m_Data.m_Parameters.m_Operation) |
| { |
| case ComparisonOperation::Equal: |
| { |
| EqualFunction(inShape0, inShape1, outShape, *m_Input0, *m_Input1, *m_Output); |
| break; |
| } |
| case ComparisonOperation::Greater: |
| { |
| GreaterFunction(inShape0, inShape1, outShape, *m_Input0, *m_Input1, *m_Output); |
| break; |
| } |
| case ComparisonOperation::GreaterOrEqual: |
| { |
| GreaterOrEqualFunction(inShape0, inShape1, outShape, *m_Input0, *m_Input1, *m_Output); |
| break; |
| } |
| case ComparisonOperation::Less: |
| { |
| LessFunction(inShape0, inShape1, outShape, *m_Input0, *m_Input1, *m_Output); |
| break; |
| } |
| case ComparisonOperation::LessOrEqual: |
| { |
| LessOrEqualFunction(inShape0, inShape1, outShape, *m_Input0, *m_Input1, *m_Output); |
| break; |
| } |
| case ComparisonOperation::NotEqual: |
| { |
| NotEqualFunction(inShape0, inShape1, outShape, *m_Input0, *m_Input1, *m_Output); |
| break; |
| } |
| default: |
| { |
| throw InvalidArgumentException(std::string("Unsupported comparison operation ") + |
| GetComparisonOperationAsCString(m_Data.m_Parameters.m_Operation), CHECK_LOCATION()); |
| } |
| } |
| } |
| |
| } // namespace armnn |