ArmNN
 21.02
ClLogSoftmaxWorkload.cpp
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1 //
2 // Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 #include "ClWorkloadUtils.hpp"
8 
11 
12 #include <cl/ClTensorHandle.hpp>
13 
14 namespace armnn
15 {
16 
18  const TensorInfo& output,
19  const LogSoftmaxDescriptor& descriptor)
20 {
21  const arm_compute::TensorInfo aclInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input);
22  const arm_compute::TensorInfo aclOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output);
23 
24  int aclAxis = ComputeAclAxis(descriptor.m_Axis, input);
25  return arm_compute::CLLogSoftmaxLayer::validate(&aclInputInfo, &aclOutputInfo, descriptor.m_Beta, aclAxis);
26 }
27 
29  const WorkloadInfo& info,
30  std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager,
31  const arm_compute::CLCompileContext& clCompileContext)
32  : BaseWorkload<LogSoftmaxQueueDescriptor>(descriptor, info)
33  , m_LogSoftmaxLayer(memoryManager)
34 {
35  m_Data.ValidateInputsOutputs("ClLogSoftmaxWorkload", 1, 1);
36 
37  arm_compute::ICLTensor& input = static_cast<ClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
38  arm_compute::ICLTensor& output = static_cast<ClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
39 
41  m_LogSoftmaxLayer.configure(clCompileContext, &input, &output, m_Data.m_Parameters.m_Beta, aclAxis);
42 }
43 
45 {
46  ARMNN_SCOPED_PROFILING_EVENT_CL("ClLogSoftmaxWorkload_Execute");
47  RunClFunction(m_LogSoftmaxLayer, CHECK_LOCATION());
48 }
49 
50 } // namespace armnn
int ComputeAclAxis(const int &armnnAxis, const armnn::TensorInfo &tensor)
Function to convert ArmNN axis (left to right) to ACL axis (right to left) ranging from [-rank...
int m_Axis
Scalar, defaulted to the last index (-1), specifying the dimension the activation will be performed o...
arm_compute::Status ClLogSoftmaxWorkloadValidate(const TensorInfo &input, const TensorInfo &output, const LogSoftmaxDescriptor &descriptor)
#define ARMNN_SCOPED_PROFILING_EVENT_CL(name)
void RunClFunction(arm_compute::IFunction &function, const CheckLocation &location)
const LogSoftmaxQueueDescriptor m_Data
Definition: Workload.hpp:46
float m_Beta
Exponentiation value.
void ValidateInputsOutputs(const std::string &descName, unsigned int numExpectedIn, unsigned int numExpectedOut) const
Copyright (c) 2021 ARM Limited and Contributors.
std::vector< TensorInfo > m_InputTensorInfos
Status
enumeration
Definition: Types.hpp:26
#define CHECK_LOCATION()
Definition: Exceptions.hpp:197
std::vector< ITensorHandle * > m_Outputs
Contains information about inputs and outputs to a layer.
ClLogSoftmaxWorkload(const LogSoftmaxQueueDescriptor &descriptor, const WorkloadInfo &info, std::shared_ptr< arm_compute::MemoryManagerOnDemand > &memoryManager, const arm_compute::CLCompileContext &clCompileContext)
std::vector< ITensorHandle * > m_Inputs
A SoftmaxDescriptor for the SoftmaxLayer.