diff options
Diffstat (limited to 'src/backends/neon/workloads')
4 files changed, 93 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt index f8d5922b70..46e4928882 100644 --- a/src/backends/neon/workloads/CMakeLists.txt +++ b/src/backends/neon/workloads/CMakeLists.txt @@ -36,6 +36,8 @@ list(APPEND armnnNeonBackendWorkloads_sources NeonFullyConnectedWorkload.hpp NeonGreaterWorkload.cpp NeonGreaterWorkload.hpp + NeonInstanceNormalizationWorkload.cpp + NeonInstanceNormalizationWorkload.hpp NeonL2NormalizationFloatWorkload.cpp NeonL2NormalizationFloatWorkload.hpp NeonLstmFloatWorkload.cpp diff --git a/src/backends/neon/workloads/NeonInstanceNormalizationWorkload.cpp b/src/backends/neon/workloads/NeonInstanceNormalizationWorkload.cpp new file mode 100644 index 0000000000..d6c30817b8 --- /dev/null +++ b/src/backends/neon/workloads/NeonInstanceNormalizationWorkload.cpp @@ -0,0 +1,60 @@ +// +// Copyright © 2019 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "NeonInstanceNormalizationWorkload.hpp" + +#include "NeonWorkloadUtils.hpp" + +#include <aclCommon/ArmComputeTensorUtils.hpp> +#include <backendsCommon/CpuTensorHandle.hpp> +#include <neon/NeonTensorHandle.hpp> + +using namespace armnn::armcomputetensorutils; + +namespace armnn +{ + +arm_compute::Status NeonInstanceNormalizationWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const InstanceNormalizationDescriptor& descriptor) +{ + const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); + const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); + + return arm_compute::NEInstanceNormalizationLayer::validate(&aclInputInfo, + &aclOutputInfo, + descriptor.m_Gamma, + descriptor.m_Beta, + descriptor.m_Eps); +} + +NeonInstanceNormalizationWorkload::NeonInstanceNormalizationWorkload( + const InstanceNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) + : BaseWorkload<InstanceNormalizationQueueDescriptor>(descriptor, info) +{ + m_Data.ValidateInputsOutputs("NeonInstanceNormalizationWorkload", 1, 1); + + arm_compute::ITensor& input = static_cast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); + arm_compute::ITensor& output = static_cast<IAclTensorHandle*>(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_Layer.configure(&input, + &output, + descriptor.m_Parameters.m_Gamma, + descriptor.m_Parameters.m_Beta, + descriptor.m_Parameters.m_Eps); +}; + +void NeonInstanceNormalizationWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonInstanceNormalizationWorkload_Execute"); + m_Layer.run(); +} + +} // namespace armnn
\ No newline at end of file diff --git a/src/backends/neon/workloads/NeonInstanceNormalizationWorkload.hpp b/src/backends/neon/workloads/NeonInstanceNormalizationWorkload.hpp new file mode 100644 index 0000000000..4d40837e42 --- /dev/null +++ b/src/backends/neon/workloads/NeonInstanceNormalizationWorkload.hpp @@ -0,0 +1,30 @@ +// +// Copyright © 2019 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <neon/workloads/NeonWorkloadUtils.hpp> + +#include <arm_compute/runtime/NEON/functions/NEInstanceNormalizationLayer.h> + +namespace armnn +{ + +arm_compute::Status NeonInstanceNormalizationWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const InstanceNormalizationDescriptor& descriptor); + +class NeonInstanceNormalizationWorkload : public BaseWorkload<InstanceNormalizationQueueDescriptor> +{ +public: + NeonInstanceNormalizationWorkload(const InstanceNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info); + void Execute() const override; + +private: + mutable arm_compute::NEInstanceNormalizationLayer m_Layer; +}; + +} // namespace armnn
\ No newline at end of file diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp index 8044a4f004..7d99d260a6 100644 --- a/src/backends/neon/workloads/NeonWorkloads.hpp +++ b/src/backends/neon/workloads/NeonWorkloads.hpp @@ -19,6 +19,7 @@ #include "NeonFloorFloatWorkload.hpp" #include "NeonFullyConnectedWorkload.hpp" #include "NeonGreaterWorkload.hpp" +#include "NeonInstanceNormalizationWorkload.hpp" #include "NeonL2NormalizationFloatWorkload.hpp" #include "NeonLstmFloatWorkload.hpp" #include "NeonQuantizedLstmWorkload.hpp" |