src/backends/cl/workloads/ClPooling2dWorkload.cpp

   1 //
   2 // Copyright © 2017 Arm Ltd. All rights reserved.
   3 // SPDX-License-Identifier: MIT
   4 //
   5
   6 #include "ClPooling2dWorkload.hpp"
   7 #include <cl/ClLayerSupport.hpp>
   8 #include <cl/ClTensorHandle.hpp>
   9 #include <aclCommon/ArmComputeUtils.hpp>
  10 #include <aclCommon/ArmComputeTensorUtils.hpp>
  11
  12 #include "ClWorkloadUtils.hpp"
  13
  14 namespace armnn
  15 {
  16 using namespace armcomputetensorutils;
  17
  18 arm_compute::Status ClPooling2dWorkloadValidate(const TensorInfo& input,
  19     const TensorInfo& output,
  20     const Pooling2dDescriptor& descriptor)
  21 {
  22     const arm_compute::TensorInfo aclInputInfo =
  23             BuildArmComputeTensorInfo(input, descriptor.m_DataLayout.GetDataLayout());
  24     const arm_compute::TensorInfo aclOutputInfo =
  25             BuildArmComputeTensorInfo(output, descriptor.m_DataLayout.GetDataLayout());
  26
  27     arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(descriptor);
  28
  29     return arm_compute::CLPoolingLayer::validate(&aclInputInfo, &aclOutputInfo, layerInfo);
  30 }
  31
  32 ClPooling2dWorkload::ClPooling2dWorkload(
  33     const Pooling2dQueueDescriptor& descriptor, const WorkloadInfo& info)
  34     : BaseWorkload<Pooling2dQueueDescriptor>(descriptor, info)
  35 {
  36     m_Data.ValidateInputsOutputs("ClPooling2dWorkload", 1, 1);
  37
  38     arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
  39     arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
  40
  41     arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout.GetDataLayout());
  42     input.info()->set_data_layout(aclDataLayout);
  43     output.info()->set_data_layout(aclDataLayout);
  44
  45     arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters);
  46
  47     // Run the layer.
  48     m_PoolingLayer.configure(&input, &output, layerInfo);
  49 }
  50
  51 void ClPooling2dWorkload::Execute() const
  52 {
  53     ARMNN_SCOPED_PROFILING_EVENT_CL("ClPooling2dWorkload_Execute");
  54     RunClFunction(m_PoolingLayer, CHECK_LOCATION());
  55 }
  56
  57 }