| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "RefTransposeConvolution2dWorkload.hpp" |
| |
| #include "RefWorkloadUtils.hpp" |
| #include "TransposeConvolution2d.hpp" |
| |
| #include <Profiling.hpp> |
| |
| namespace armnn |
| { |
| |
| RefTransposeConvolution2dWorkload::RefTransposeConvolution2dWorkload( |
| const TransposeConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) : |
| BaseWorkload<TransposeConvolution2dQueueDescriptor>(descriptor, info) |
| { |
| // set up weights decoder |
| m_Weights = std::make_unique<ScopedTensorHandle>(*(descriptor.m_Weight)); |
| const TensorInfo& weightsInfo = m_Weights->GetTensorInfo(); |
| |
| m_WeightsDecoder = MakeDecoder<float>(weightsInfo, m_Weights->Map(true)); |
| m_WeightsShape = weightsInfo.GetShape(); |
| |
| // set up biases decoder |
| if (descriptor.m_Parameters.m_BiasEnabled) |
| { |
| m_Biases = std::make_unique<ScopedTensorHandle>(*(descriptor.m_Bias)); |
| const TensorInfo& biasesInfo = m_Biases->GetTensorInfo(); |
| m_BiasesDecoder = MakeDecoder<float>(biasesInfo, m_Biases->Map(true)); |
| } |
| } |
| |
| void RefTransposeConvolution2dWorkload::Execute() const |
| { |
| Execute(m_Data.m_Inputs, m_Data.m_Outputs); |
| } |
| |
| void RefTransposeConvolution2dWorkload::ExecuteAsync(WorkingMemDescriptor &workingMemDescriptor) |
| { |
| Execute(workingMemDescriptor.m_Inputs, workingMemDescriptor.m_Outputs); |
| } |
| |
| void RefTransposeConvolution2dWorkload::Execute(std::vector<ITensorHandle*> inputs, |
| std::vector<ITensorHandle*> outputs) const |
| { |
| ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefTransposeConvolution2dWorkload_Execute"); |
| |
| const TensorInfo& inputInfo = GetTensorInfo(inputs[0]); |
| const TensorInfo& outputInfo = GetTensorInfo(outputs[0]); |
| |
| std::unique_ptr<Decoder<float>> inputDecoder = MakeDecoder<float>(inputInfo, inputs[0]->Map()); |
| std::unique_ptr<Encoder<float>> outputEncoder = MakeEncoder<float>(outputInfo, outputs[0]->Map()); |
| |
| TransposeConvolution2dImpl(m_Data.m_Parameters, |
| inputInfo.GetShape(), |
| *inputDecoder, |
| outputInfo.GetShape(), |
| *outputEncoder, |
| m_WeightsShape, |
| *m_WeightsDecoder, |
| m_BiasesDecoder.get()); |
| } |
| |
| } // namespace armnn |