| // |
| // Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ClPooling2dWorkload.hpp" |
| #include <cl/ClLayerSupport.hpp> |
| #include <cl/ClTensorHandle.hpp> |
| #include <aclCommon/ArmComputeUtils.hpp> |
| #include <aclCommon/ArmComputeTensorUtils.hpp> |
| |
| #include "ClWorkloadUtils.hpp" |
| |
| namespace armnn |
| { |
| using namespace armcomputetensorutils; |
| |
| arm_compute::Status ClPooling2dWorkloadValidate(const TensorInfo& input, |
| const TensorInfo& output, |
| const Pooling2dDescriptor& descriptor) |
| { |
| const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); |
| const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); |
| |
| arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(descriptor); |
| |
| return arm_compute::CLPoolingLayer::validate(&aclInputInfo, &aclOutputInfo, layerInfo); |
| } |
| |
| ClPooling2dWorkload::ClPooling2dWorkload( |
| const Pooling2dQueueDescriptor& descriptor, |
| const WorkloadInfo& info, |
| const arm_compute::CLCompileContext& clCompileContext) |
| : ClBaseWorkload<Pooling2dQueueDescriptor>(descriptor, info) |
| { |
| // Report Profiling Details |
| ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClPooling2dWorkload_Construct", |
| descriptor.m_Parameters, |
| info, |
| this->GetGuid()); |
| |
| m_Data.ValidateInputsOutputs("ClPooling2dWorkload", 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); |
| |
| // flag to use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy |
| // enable fp_mixed_precision for the the FP16 cases that |
| // accumulation reaches a limit beyond which there is no more increment of the value |
| bool fpMixedPrecision = false; |
| |
| arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters, fpMixedPrecision); |
| |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClPooling2dWorkload_configure"); |
| // Run the layer. |
| m_PoolingLayer.configure(clCompileContext, &input, &output, layerInfo); |
| } |
| } |
| |
| void ClPooling2dWorkload::Execute() const |
| { |
| ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClPooling2dWorkload_Execute"); |
| RunClFunction(m_PoolingLayer, CHECK_LOCATION()); |
| } |
| |
| } |