ArmNN
 24.02
ClMultiplicationWorkload.cpp
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1 //
2 // Copyright © 2017-2018,2020-2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 
10 
11 #include <cl/ClTensorHandle.hpp>
12 
13 #include "ClWorkloadUtils.hpp"
14 
15 namespace armnn
16 {
17 
19  const TensorInfo& input1,
20  const TensorInfo& output,
21  const ActivationDescriptor* activationDescriptor)
22 {
23  const arm_compute::TensorInfo aclInput1 = armcomputetensorutils::BuildArmComputeTensorInfo(input0);
24  const arm_compute::TensorInfo aclInput2 = armcomputetensorutils::BuildArmComputeTensorInfo(input1);
25  const arm_compute::TensorInfo aclOutput = armcomputetensorutils::BuildArmComputeTensorInfo(output);
26 
27  auto convertPolicy = (IsQuantizedType(input0.GetDataType()) || IsQuantizedType(input1.GetDataType())) ?
28  arm_compute::ConvertPolicy::SATURATE :
29  arm_compute::ConvertPolicy::WRAP;
30 
31  const arm_compute::ActivationLayerInfo activationInfo = ConvertActivationDescriptorToAclActivationLayerInfo(
32  activationDescriptor);
33 
34  // At the time of writing, configure() will fail if a rounding policy other than TO_ZERO is supplied to it,
35  // when providing a scale of 1.0 for F32 tensors, even though the provided rounding policy appears to be
36  // ignored for F32 tensors.
37  return arm_compute::CLPixelWiseMultiplication::validate(&aclInput1,
38  &aclInput2,
39  &aclOutput,
40  1.0f,
41  convertPolicy,
42  arm_compute::RoundingPolicy::TO_ZERO,
43  activationInfo);
44 }
45 
46 
48  const WorkloadInfo& info,
49  const arm_compute::CLCompileContext& clCompileContext)
51 {
52  m_Data.ValidateInputsOutputs("ClMultiplicationWorkload", 2, 1);
53 
54  arm_compute::ICLTensor& input0 = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
55  arm_compute::ICLTensor& input1 = static_cast<IClTensorHandle*>(m_Data.m_Inputs[1])->GetTensor();
56  arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
57 
58  auto convertPolicy = (IsQuantizedType(info.m_InputTensorInfos[0].GetDataType()) ||
59  IsQuantizedType(info.m_InputTensorInfos[1].GetDataType())) ?
60  arm_compute::ConvertPolicy::SATURATE :
61  arm_compute::ConvertPolicy::WRAP;
62 
63  const arm_compute::ActivationLayerInfo activationInfo = ConvertAdditionalInfoToAclActivationLayerInfo(descriptor);
64 
65  {
66  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClMultiplicationWorkload_configure");
67  // Construct
68  m_PixelWiseMultiplication.configure(clCompileContext,
69  &input0,
70  &input1,
71  &output,
72  1.0f,
73  convertPolicy,
74  arm_compute::RoundingPolicy::TO_NEAREST_EVEN,
75  activationInfo);
76  }
77 }
78 
80 {
81  ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID("ClMultiplicationWorkload_Execute");
82  RunClFunction(m_PixelWiseMultiplication, CHECK_LOCATION());
83 }
84 
85 } //namespace armnn
armnn::ActivationDescriptor
An ActivationDescriptor for the ActivationLayer.
Definition: Descriptors.hpp:36
armnn::MultiplicationQueueDescriptor
Definition: WorkloadData.hpp:264
armnn::QueueDescriptor::ValidateInputsOutputs
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Definition: WorkloadData.cpp:446
armnn::ClMultiplicationWorkloadValidate
arm_compute::Status ClMultiplicationWorkloadValidate(const TensorInfo &input0, const TensorInfo &input1, const TensorInfo &output, const ActivationDescriptor *activationDescriptor)
Definition: ClMultiplicationWorkload.cpp:18
armnn::ConvertAdditionalInfoToAclActivationLayerInfo
arm_compute::ActivationLayerInfo ConvertAdditionalInfoToAclActivationLayerInfo(const QueueDescriptor &queueDescriptor)
Definition: ArmComputeUtils.hpp:105
armnn::TensorInfo
Definition: Tensor.hpp:152
CHECK_LOCATION
#define CHECK_LOCATION()
Definition: Exceptions.hpp:203
armnn::ClBaseWorkload
Definition: ClBaseWorkload.hpp:13
ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID
#define ARMNN_SCOPED_PROFILING_EVENT_CL_NAME_GUID(label)
Creates a profiling event that uses GetGuid() and GetName() from the calling class.
Definition: ClWorkloadUtils.hpp:36
armnn::WorkloadInfo
Contains information about TensorInfos of a layer.
Definition: WorkloadInfo.hpp:16
ClWorkloadUtils.hpp
ArmComputeUtils.hpp
armnn::ConvertActivationDescriptorToAclActivationLayerInfo
arm_compute::ActivationLayerInfo ConvertActivationDescriptorToAclActivationLayerInfo(const ActivationDescriptor &actDesc)
Definition: ArmComputeUtils.hpp:87
armnn::BoostLogSeverityMapping::info
@ info
armnn::TensorInfo::GetDataType
DataType GetDataType() const
Definition: Tensor.hpp:200
armnn::QueueDescriptor::m_Outputs
std::vector< ITensorHandle * > m_Outputs
Definition: WorkloadData.hpp:27
armnn::IClTensorHandle
Definition: IClTensorHandle.hpp:13
TensorHandle.hpp
armnn::Status
Status
Definition: Types.hpp:42
ClTensorHandle.hpp
armnn::BaseWorkload< MultiplicationQueueDescriptor >::m_Data
MultiplicationQueueDescriptor m_Data
Definition: Workload.hpp:89
armnn::RunClFunction
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
Definition: ClWorkloadUtils.hpp:168
armnn::ClMultiplicationWorkload::Execute
void Execute() const override
Definition: ClMultiplicationWorkload.cpp:79
armnn::IsQuantizedType
constexpr bool IsQuantizedType()
Definition: TypesUtils.hpp:311
armnn
Copyright (c) 2021 ARM Limited and Contributors.
Definition: 01_00_quick_start.dox:6
ClMultiplicationWorkload.hpp
armnn::ClMultiplicationWorkload::ClMultiplicationWorkload
ClMultiplicationWorkload(const MultiplicationQueueDescriptor &descriptor, const WorkloadInfo &info, const arm_compute::CLCompileContext &clCompileContext)
Definition: ClMultiplicationWorkload.cpp:47
armnn::QueueDescriptor::m_Inputs
std::vector< ITensorHandle * > m_Inputs
Definition: WorkloadData.hpp:26