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Diffstat (limited to 'src/backends/neon/workloads/NeonInstanceNormalizationWorkload.cpp')
-rw-r--r-- | src/backends/neon/workloads/NeonInstanceNormalizationWorkload.cpp | 60 |
1 files changed, 60 insertions, 0 deletions
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
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