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author | Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> | 2019-10-04 13:10:16 +0100 |
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committer | Áron Virginás-Tar <aron.virginas-tar@arm.com> | 2019-10-09 10:43:00 +0000 |
commit | 8168f407f0f2715250f388089f26ed39683ac00a (patch) | |
tree | feae8f29b6910aba496141c5672a2fdac0b8efe5 /src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp | |
parent | 784db773ec0fb32562e8889b769bc04450159161 (diff) | |
download | armnn-8168f407f0f2715250f388089f26ed39683ac00a.tar.gz |
IVGCVSW-3889 Add CL workload for INSTANCE_NORMALIZATION
!android-nn-driver:2039
Signed-off-by: Kevin May <kevin.may@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I621dd80920b58b8b795ed13917b88850519c8177
Diffstat (limited to 'src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp')
-rw-r--r-- | src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp | 59 |
1 files changed, 59 insertions, 0 deletions
diff --git a/src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp b/src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp new file mode 100644 index 0000000000..50cf345a7f --- /dev/null +++ b/src/backends/cl/workloads/ClInstanceNormalizationWorkload.cpp @@ -0,0 +1,59 @@ +// +// Copyright © 2019 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ClInstanceNormalizationWorkload.hpp" +#include "ClWorkloadUtils.hpp" + +#include <aclCommon/ArmComputeTensorUtils.hpp> + +#include <cl/ClTensorHandle.hpp> + +using namespace armnn::armcomputetensorutils; + +namespace armnn +{ + +arm_compute::Status ClInstanceNormalizationWorkloadValidate(const TensorInfo& input, + const TensorInfo& output, + const InstanceNormalizationDescriptor& descriptor) +{ + const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input, descriptor.m_DataLayout); + const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output, descriptor.m_DataLayout); + + return arm_compute::CLInstanceNormalizationLayer::validate(&aclInputInfo, + &aclOutputInfo, + descriptor.m_Gamma, + descriptor.m_Beta, + descriptor.m_Eps); +} + +ClInstanceNormalizationWorkload::ClInstanceNormalizationWorkload( + const InstanceNormalizationQueueDescriptor& descriptor, + const WorkloadInfo& info) + : BaseWorkload<InstanceNormalizationQueueDescriptor>(descriptor, info) +{ + m_Data.ValidateInputsOutputs("ClInstanceNormalizationWorkload", 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); + + m_Layer.configure(&input, + &output, + descriptor.m_Parameters.m_Gamma, + descriptor.m_Parameters.m_Beta, + descriptor.m_Parameters.m_Eps); +}; + +void ClInstanceNormalizationWorkload::Execute() const +{ + ARMNN_SCOPED_PROFILING_EVENT_CL("ClInstanceNormalizationWorkload_Execute"); + RunClFunction(m_Layer, CHECK_LOCATION()); +} + +} // namespace armnn |