From b4540bef0b0327683fe8e63f727c1212800dc2a9 Mon Sep 17 00:00:00 2001 From: David Beck Date: Mon, 24 Sep 2018 13:18:27 +0100 Subject: IVGCVSW-1898 : Ref backend folder structure * Reference backend is renamed to backends/reference as per https://confluence.arm.com/display/MLENG/Pluggable+backends Change-Id: I27a13c274eb60995dfb459e3c49c0e2f60bcd32c --- .../workloads/RefConvolution2dUint8Workload.cpp | 45 ++++++++++++++++++++++ 1 file changed, 45 insertions(+) create mode 100644 src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp (limited to 'src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp') diff --git a/src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp b/src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp new file mode 100644 index 0000000000..881e9bf6b0 --- /dev/null +++ b/src/backends/reference/workloads/RefConvolution2dUint8Workload.cpp @@ -0,0 +1,45 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "RefConvolution2dUint8Workload.hpp" + +#include "ConvImpl.hpp" +#include "RefWorkloadUtils.hpp" + +#include "Profiling.hpp" + +namespace armnn +{ +RefConvolution2dUint8Workload::RefConvolution2dUint8Workload( + const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) + : Uint8Workload(descriptor, info), + m_Weight(std::make_unique(*(descriptor.m_Weight))), + m_Bias(descriptor.m_Parameters.m_BiasEnabled + ? std::make_unique(*(descriptor.m_Bias)) : nullptr) {} + +void RefConvolution2dUint8Workload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, "RefConvolution2dUint8Workload_Execute"); + + const uint8_t* inputData = GetInputTensorDataU8(0, m_Data); + const TensorInfo& inputInfo = GetTensorInfo(m_Data.m_Inputs[0]); + const uint8_t* weightsData = m_Weight->template GetConstTensor(); + const TensorInfo& weightsInfo = GetTensorInfo(m_Weight.get()); + const int32_t* biasData = m_Data.m_Parameters.m_BiasEnabled ? + m_Bias->template GetConstTensor() : + nullptr; + uint8_t* outputData = GetOutputTensorDataU8(0, m_Data); + const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]); + const TensorInfo& filterInfo = m_Weight->GetTensorInfo(); + + ConvImpl( + m_Data, + inputData, inputInfo.GetQuantizationScale(), inputInfo.GetQuantizationOffset(), + weightsData, weightsInfo.GetQuantizationScale(), weightsInfo.GetQuantizationOffset(), + biasData, + outputData, outputInfo.GetQuantizationScale(), outputInfo.GetQuantizationOffset(), filterInfo); +} + +} //namespace armnn -- cgit v1.2.1