1 //
2 // Copyright © 2019 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5
6 #include "ClInstanceNormalizationWorkload.hpp"
7 #include "ClWorkloadUtils.hpp"
8
9 #include <aclCommon/ArmComputeTensorUtils.hpp>
10
11 #include <cl/ClTensorHandle.hpp>
12
13 using namespace armnn::armcomputetensorutils;
14
15 namespace armnn
16 {
17
ClInstanceNormalizationWorkloadValidate(const TensorInfo & input,const TensorInfo & output,const InstanceNormalizationDescriptor & descriptor)18 arm_compute::Status ClInstanceNormalizationWorkloadValidate(const TensorInfo& input,
19 const TensorInfo& output,
20 const InstanceNormalizationDescriptor& descriptor)
21 {
22 const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout);
23 const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout);
24
25 return arm_compute::CLInstanceNormalizationLayer::validate(&aclInputInfo,
26 &aclOutputInfo,
27 descriptor.m_Gamma,
28 descriptor.m_Beta,
29 descriptor.m_Eps);
30 }
31
ClInstanceNormalizationWorkload(const InstanceNormalizationQueueDescriptor & descriptor,const WorkloadInfo & info,const arm_compute::CLCompileContext & clCompileContext)32 ClInstanceNormalizationWorkload::ClInstanceNormalizationWorkload(
33 const InstanceNormalizationQueueDescriptor& descriptor,
34 const WorkloadInfo& info,
35 const arm_compute::CLCompileContext& clCompileContext)
36 : ClBaseWorkload<InstanceNormalizationQueueDescriptor>(descriptor, info)
37 {
38 // Report Profiling Details
39 ARMNN_REPORT_PROFILING_WORKLOAD_DESC("ClInstanceNormalizationWorkload_Construct",
40 descriptor.m_Parameters,
41 info,
42 this->GetGuid());
43
44 m_Data.ValidateInputsOutputs("ClInstanceNormalizationWorkload", 1, 1);
45
46 arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
47 arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
48
49 arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
50 input.info()->set_data_layout(aclDataLayout);
51 output.info()->set_data_layout(aclDataLayout);
52
53 {
54 ARMNN_SCOPED_PROFILING_EVENT(Compute::Undefined, "ClInstanceNormalizationWorkload_configure");
55 m_Layer.configure(clCompileContext,
56 &input,
57 &output,
58 descriptor.m_Parameters.m_Gamma,
59 descriptor.m_Parameters.m_Beta,
60 descriptor.m_Parameters.m_Eps);
61 }
62 };
63
Execute() const64 void ClInstanceNormalizationWorkload::Execute() const
65 {
66 ARMNN_SCOPED_PROFILING_EVENT_CL_GUID("ClInstanceNormalizationWorkload_Execute", this->GetGuid());
67 RunClFunction(m_Layer, CHECK_LOCATION());
68 }
69
70 } // namespace armnn
71