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author | Ruomei Yan <ruomei.yan@arm.com> | 2019-05-23 11:37:33 +0100 |
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committer | Ruomei Yan <ruomei.yan@arm.com> | 2019-05-23 11:51:39 +0100 |
commit | 495852f2adef1d11fbf13ce6347cf61973ce1a65 (patch) | |
tree | 9c26ac47362548e001ad7e5203212d2ef3226e9d /src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp | |
parent | 9b3983299f882c8d84c5abd0d40ca75a801ea7f2 (diff) | |
download | armnn-495852f2adef1d11fbf13ce6347cf61973ce1a65.tar.gz |
IVGCVSW-3073 Refactor reference DepthwiseConvolution2d workloads
Change-Id: I3cf8d9dbc4f8c95e0e2311505dd7e9f9069f1ab5
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
Diffstat (limited to 'src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp')
-rw-r--r-- | src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp | 59 |
1 files changed, 59 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp b/src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp new file mode 100644 index 0000000000..c7dc4afb81 --- /dev/null +++ b/src/backends/reference/workloads/RefDepthwiseConvolution2dWorkload.cpp @@ -0,0 +1,59 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "RefDepthwiseConvolution2dWorkload.hpp" + +#include "ConvImpl.hpp" +#include "RefWorkloadUtils.hpp" +#include "Decoders.hpp" +#include "Encoders.hpp" +#include "Profiling.hpp" +#include <ResolveType.hpp> + +namespace armnn +{ + +RefDepthwiseConvolution2dWorkload::RefDepthwiseConvolution2dWorkload( + const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) + : BaseWorkload<DepthwiseConvolution2dQueueDescriptor>(descriptor, info) +{ + m_Weight = std::make_unique<ScopedCpuTensorHandle>(*(descriptor.m_Weight)); + const TensorInfo& rFilterInfo = GetTensorInfo(m_Weight.get()); + m_FilterShape = rFilterInfo.GetShape(); + m_FilterDecoder = MakeDecoder<float>(rFilterInfo, m_Weight.get()->Map(true)); + + if (descriptor.m_Parameters.m_BiasEnabled) + { + m_Bias = std::make_unique<ScopedCpuTensorHandle>(*(descriptor.m_Bias)); + const TensorInfo& biasInfo = GetTensorInfo(m_Bias.get()); + m_BiasDecoder = MakeDecoder<float>(biasInfo, m_Bias.get()->Map(true)); + } +} + +void RefDepthwiseConvolution2dWorkload::PostAllocationConfigure() +{ + const TensorInfo& inputInfo = GetTensorInfo(m_Data.m_Inputs[0]); + m_InputShape = inputInfo.GetShape(); + m_InputDecoder = MakeDecoder<float>(inputInfo, m_Data.m_Inputs[0]->Map()); + + const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]); + m_OutputShape = outputInfo.GetShape(); + m_OutputEncoder = MakeEncoder<float>(outputInfo, m_Data.m_Outputs[0]->Map()); +} + +void RefDepthwiseConvolution2dWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefDepthwiseConvolution2dWorkload_Execute"); + std::unique_ptr<Decoder<float>> pBiasDecoder{}; + + Convolve(m_InputShape, *m_InputDecoder, m_OutputShape, *m_OutputEncoder, + m_FilterShape, *m_FilterDecoder, m_Data.m_Parameters.m_BiasEnabled, m_BiasDecoder.get(), + m_Data.m_Parameters.m_DataLayout, m_Data.m_Parameters.m_PadTop, m_Data.m_Parameters.m_PadLeft, + m_Data.m_Parameters.m_StrideX, m_Data.m_Parameters.m_StrideY, + m_Data.m_Parameters.m_DilationX, + m_Data.m_Parameters.m_DilationY, true); +} + +} //namespace armnn |