// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "NeonStackWorkload.hpp" #include "NeonWorkloadUtils.hpp" #include #include #include #include #include namespace armnn { using namespace armcomputetensorutils; namespace { int CalcAxis(const unsigned int axis, const unsigned int inputDimensions) { const int intAxis = armnn::numeric_cast(axis); return armnn::numeric_cast(inputDimensions) - intAxis; } } //namespace arm_compute::Status NeonStackWorkloadValidate(const std::vector& inputs, const TensorInfo& output, const StackDescriptor& descriptor) { std::vector aclInputs; for (const TensorInfo* input : inputs) { arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(*input, armnn::DataLayout::NCHW); aclInputs.emplace_back(aclInputInfo); } std::vector aclInputPtrs; for (arm_compute::ITensorInfo& input : aclInputs) { aclInputPtrs.emplace_back(&input); } const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output); int aclAxis = CalcAxis(descriptor.m_Axis, descriptor.m_InputShape.GetNumDimensions()); return arm_compute::NEStackLayer::validate(aclInputPtrs, aclAxis, &aclOutputInfo); } NeonStackWorkload::NeonStackWorkload(const StackQueueDescriptor& descriptor, const WorkloadInfo& info) : BaseWorkload(descriptor, info) { // Report Profiling Details ARMNN_REPORT_PROFILING_WORKLOAD_DESC("NeonStackWorkload_Construct", descriptor.m_Parameters, info, this->GetGuid()); std::vector aclInputs; for (auto input : m_Data.m_Inputs) { arm_compute::ITensor& aclInput = PolymorphicPointerDowncast(input)->GetTensor(); aclInputs.emplace_back(&aclInput); } arm_compute::ITensor& output = PolymorphicPointerDowncast( m_Data.m_Outputs[0])->GetTensor(); m_Layer.reset(new arm_compute::NEStackLayer()); int aclAxis = CalcAxis(descriptor.m_Parameters.m_Axis, descriptor.m_Parameters.m_InputShape.GetNumDimensions()); m_Layer->configure(aclInputs, aclAxis, &output); } void NeonStackWorkload::Execute() const { if (m_Layer) { ARMNN_SCOPED_PROFILING_EVENT_NEON_GUID("NeonStackWorkload_Execute", this->GetGuid()); m_Layer->run(); } } } //namespace armnn