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authorAron Virginas-Tar <Aron.Virginas-Tar@arm.com>2019-09-30 13:28:08 +0100
committerKevin May <kevin.may@arm.com>2019-09-30 14:13:42 +0000
commit2f00b7421f259851448a0be72e9eb01141faad2e (patch)
tree109902951005eca1b6bac148c7b41387e487432d /src/backends/neon/workloads/NeonDepthToSpaceWorkload.cpp
parent7be47efac07b6276f02a17cb486f9061a426a837 (diff)
downloadarmnn-2f00b7421f259851448a0be72e9eb01141faad2e.tar.gz
IVGCVSW-3734 Add NEON workload for DepthToSpace
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I4fa8cba57f3a2277112c02062f4d2790089d1eb5
Diffstat (limited to 'src/backends/neon/workloads/NeonDepthToSpaceWorkload.cpp')
-rw-r--r--src/backends/neon/workloads/NeonDepthToSpaceWorkload.cpp61
1 files changed, 61 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonDepthToSpaceWorkload.cpp b/src/backends/neon/workloads/NeonDepthToSpaceWorkload.cpp
new file mode 100644
index 0000000000..b30dfcd80e
--- /dev/null
+++ b/src/backends/neon/workloads/NeonDepthToSpaceWorkload.cpp
@@ -0,0 +1,61 @@
+//
+// Copyright © 2019 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonDepthToSpaceWorkload.hpp"
+
+#include "NeonWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <boost/numeric/conversion/cast.hpp>
+#include <boost/polymorphic_pointer_cast.hpp>
+
+namespace armnn
+{
+
+using namespace armcomputetensorutils;
+
+arm_compute::Status NeonDepthToSpaceWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const DepthToSpaceDescriptor& descriptor)
+{
+ DataLayout dataLayout = descriptor.m_DataLayout;
+ const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input, dataLayout);
+ const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output, dataLayout);
+
+ int32_t blockSize = boost::numeric_cast<int32_t>(descriptor.m_BlockSize);
+
+ return arm_compute::NEDepthToSpaceLayer::validate(&aclInput, &aclOutput, blockSize);
+}
+
+NeonDepthToSpaceWorkload::NeonDepthToSpaceWorkload(const DepthToSpaceQueueDescriptor& desc,
+ const WorkloadInfo& info)
+ : BaseWorkload<DepthToSpaceQueueDescriptor>(desc, info)
+{
+ m_Data.ValidateInputsOutputs("NeonDepthToSpaceWorkload", 1, 1);
+
+ arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
+
+ arm_compute::ITensor& input =
+ boost::polymorphic_pointer_downcast<IAclTensorHandle>(m_Data.m_Inputs[0])->GetTensor();
+ input.info()->set_data_layout(aclDataLayout);
+
+ int32_t blockSize = boost::numeric_cast<int32_t>(desc.m_Parameters.m_BlockSize);
+
+ arm_compute::ITensor& output =
+ boost::polymorphic_pointer_downcast<IAclTensorHandle>(m_Data.m_Outputs[0])->GetTensor();
+ output.info()->set_data_layout(aclDataLayout);
+
+ m_Layer.configure(&input, &output, blockSize);
+ m_Layer.prepare();
+}
+
+void NeonDepthToSpaceWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonDepthToSpaceWorkload_Execute");
+ m_Layer.run();
+}
+
+} // namespace armnn