| // |
| // Copyright © 2019-2023 Arm Ltd and Contributors. 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, |
| const arm_compute::CLCompileContext& clCompileContext) |
| : ClBaseWorkload<InstanceNormalizationQueueDescriptor>(descriptor, info) |
| { |
| // Report Profiling Details |
| ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClInstanceNormalizationWorkload_Construct", |
| descriptor.m_Parameters, |
| info, |
| this->GetGuid()); |
| |
| 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); |
| |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClInstanceNormalizationWorkload_configure"); |
| m_Layer.configure(clCompileContext, |
| &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_NAME_GUID("ClInstanceNormalizationWorkload_Execute"); |
| RunClFunction(m_Layer, CHECK_LOCATION()); |
| } |
| |
| } // namespace armnn |