diff options
Diffstat (limited to 'src/backends/cl/workloads')
4 files changed, 91 insertions, 0 deletions
diff --git a/src/backends/cl/workloads/CMakeLists.txt b/src/backends/cl/workloads/CMakeLists.txt index affe869c89..a9f320d51f 100644 --- a/src/backends/cl/workloads/CMakeLists.txt +++ b/src/backends/cl/workloads/CMakeLists.txt @@ -38,6 +38,8 @@ list(APPEND armnnClBackendWorkloads_sources ClFullyConnectedWorkload.hpp ClGreaterWorkload.cpp ClGreaterWorkload.hpp + ClInstanceNormalizationWorkload.cpp + ClInstanceNormalizationWorkload.hpp ClL2NormalizationFloatWorkload.cpp ClL2NormalizationFloatWorkload.hpp ClLstmFloatWorkload.cpp diff --git a/src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp b/src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp new file mode 100644 index 0000000000..50cf345a7f --- /dev/null +++ b/src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp @@ -0,0 +1,59 @@ +// +// Copyright © 2019 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ClInstanceNormalizationWorkload.hpp" +#include "ClWorkloadUtils.hpp" + +#include <aclCommon/ArmComputeTensorUtils.hpp> + +#include <cl/ClTensorHandle.hpp> + +using namespace armnn::armcomputetensorutils; + +namespace armnn +{ + +arm_compute::Status ClInstanceNormalizationWorkloadValidate(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::CLInstanceNormalizationLayer::validate(&aclInputInfo, + &aclOutputInfo, + descriptor.m_Gamma, + descriptor.m_Beta, + descriptor.m_Eps); +} + +ClInstanceNormalizationWorkload::ClInstanceNormalizationWorkload( + const InstanceNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) + : BaseWorkload<InstanceNormalizationQueueDescriptor>(descriptor, info) +{ + m_Data.ValidateInputsOutputs("ClInstanceNormalizationWorkload", 1, 1); + + arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor(); + arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(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 ClInstanceNormalizationWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT_CL("ClInstanceNormalizationWorkload_Execute"); + RunClFunction(m_Layer, CHECK_LOCATION()); +} + +} // namespace armnn diff --git a/src/backends/cl/workloads/ClInstanceNormalizationWorkload.hpp b/src/backends/cl/workloads/ClInstanceNormalizationWorkload.hpp new file mode 100644 index 0000000000..0e37bdcc9b --- /dev/null +++ b/src/backends/cl/workloads/ClInstanceNormalizationWorkload.hpp @@ -0,0 +1,29 @@ +// +// Copyright © 2019 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <backendsCommon/Workload.hpp> + +#include <arm_compute/runtime/CL/functions/CLInstanceNormalizationLayer.h> + +namespace armnn +{ + +arm_compute::Status ClInstanceNormalizationWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const InstanceNormalizationDescriptor& descriptor); + +class ClInstanceNormalizationWorkload : public BaseWorkload<InstanceNormalizationQueueDescriptor> +{ +public: + ClInstanceNormalizationWorkload(const InstanceNormalizationQueueDescriptor& descriptor, const WorkloadInfo& info); + void Execute() const override; + +private: + mutable arm_compute::CLInstanceNormalizationLayer m_Layer; +}; + +} // namespace armnn diff --git a/src/backends/cl/workloads/ClWorkloads.hpp b/src/backends/cl/workloads/ClWorkloads.hpp index 5c42e764b8..cd6ca5fe17 100644 --- a/src/backends/cl/workloads/ClWorkloads.hpp +++ b/src/backends/cl/workloads/ClWorkloads.hpp @@ -18,6 +18,7 @@ #include "ClFloorFloatWorkload.hpp" #include "ClFullyConnectedWorkload.hpp" #include "ClGreaterWorkload.hpp" +#include "ClInstanceNormalizationWorkload.hpp" #include "ClL2NormalizationFloatWorkload.hpp" #include "ClLstmFloatWorkload.hpp" #include "ClConcatWorkload.hpp" |