diff options
Diffstat (limited to 'src/backends/neon/workloads')
4 files changed, 91 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt index 919c716860..713418da30 100644 --- a/src/backends/neon/workloads/CMakeLists.txt +++ b/src/backends/neon/workloads/CMakeLists.txt @@ -46,6 +46,8 @@ list(APPEND armnnNeonBackendWorkloads_sources NeonPooling2dWorkload.hpp NeonReshapeWorkload.cpp NeonReshapeWorkload.hpp + NeonResizeBilinearWorkload.cpp + NeonResizeBilinearWorkload.hpp NeonSoftmaxBaseWorkload.cpp NeonSoftmaxBaseWorkload.hpp NeonSoftmaxFloatWorkload.cpp diff --git a/src/backends/neon/workloads/NeonResizeBilinearWorkload.cpp b/src/backends/neon/workloads/NeonResizeBilinearWorkload.cpp new file mode 100644 index 0000000000..37f97bfe0e --- /dev/null +++ b/src/backends/neon/workloads/NeonResizeBilinearWorkload.cpp @@ -0,0 +1,59 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "NeonResizeBilinearWorkload.hpp" + +#include <aclCommon/ArmComputeUtils.hpp> +#include <aclCommon/ArmComputeTensorUtils.hpp> +#include <backendsCommon/CpuTensorHandle.hpp> +#include <neon/NeonTensorHandle.hpp> +#include <neon/NeonLayerSupport.hpp> + +using namespace armnn::armcomputetensorutils; + +namespace armnn +{ + +arm_compute::Status NeonResizeBilinearWorkloadValidate(const TensorInfo& input, const TensorInfo& output) +{ + const arm_compute::TensorInfo aclInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input); + const arm_compute::TensorInfo aclOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output); + + return arm_compute::NEScale::validate(&aclInputInfo, + &aclOutputInfo, + arm_compute::InterpolationPolicy::BILINEAR, + arm_compute::BorderMode::REPLICATE, + arm_compute::PixelValue(0.f), + arm_compute::SamplingPolicy::TOP_LEFT); +} + +NeonResizeBilinearWorkload::NeonResizeBilinearWorkload(const ResizeBilinearQueueDescriptor& descriptor, + const WorkloadInfo& info) + : BaseWorkload<ResizeBilinearQueueDescriptor>(descriptor, info) +{ + m_Data.ValidateInputsOutputs("NeonResizeBilinearWorkload", 1, 1); + + arm_compute::ITensor& input = boost::polymorphic_downcast<INeonTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); + arm_compute::ITensor& output = boost::polymorphic_downcast<INeonTensorHandle*>(m_Data.m_Outputs[0])->GetTensor(); + + arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout); + input.info()->set_data_layout(aclDataLayout); + output.info()->set_data_layout(aclDataLayout); + + m_ResizeBilinearLayer.configure(&input, + &output, + arm_compute::InterpolationPolicy::BILINEAR, + arm_compute::BorderMode::REPLICATE, + arm_compute::PixelValue(0.f), + arm_compute::SamplingPolicy::TOP_LEFT); +}; + +void NeonResizeBilinearWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonResizeBilinearWorkload_Execute"); + m_ResizeBilinearLayer.run(); +} + +} //namespace armnn diff --git a/src/backends/neon/workloads/NeonResizeBilinearWorkload.hpp b/src/backends/neon/workloads/NeonResizeBilinearWorkload.hpp new file mode 100644 index 0000000000..21753b3127 --- /dev/null +++ b/src/backends/neon/workloads/NeonResizeBilinearWorkload.hpp @@ -0,0 +1,29 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backendsCommon/Workload.hpp> + +#include <neon/workloads/NeonWorkloadUtils.hpp> + +#include <arm_compute/runtime/NEON/functions/NEScale.h> + +namespace armnn +{ + +arm_compute::Status NeonResizeBilinearWorkloadValidate(const TensorInfo& input, const TensorInfo& output); + +class NeonResizeBilinearWorkload : public BaseWorkload<ResizeBilinearQueueDescriptor> +{ +public: + NeonResizeBilinearWorkload(const ResizeBilinearQueueDescriptor& descriptor, const WorkloadInfo& info); + void Execute() const override; + +private: + mutable arm_compute::NEScale m_ResizeBilinearLayer; +}; + +} //namespace armnn diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp index 70f9e376d5..e034cc94dd 100644 --- a/src/backends/neon/workloads/NeonWorkloads.hpp +++ b/src/backends/neon/workloads/NeonWorkloads.hpp @@ -25,6 +25,7 @@ #include "NeonPermuteWorkload.hpp" #include "NeonPooling2dWorkload.hpp" #include "NeonReshapeWorkload.hpp" +#include "NeonResizeBilinearWorkload.hpp" #include "NeonSoftmaxFloatWorkload.hpp" #include "NeonSoftmaxUint8Workload.hpp" #include "NeonSplitterWorkload.hpp" |