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authorSadik Armagan <sadik.armagan@arm.com>2020-03-24 09:54:36 +0000
committerSadik Armagan <sadik.armagan@arm.com>2020-03-24 14:28:53 +0000
commitac47210621a601a2b6ded78e003d136626434f50 (patch)
tree7bb4940dd25ac2dac85c97227b82d567bd2a4d87 /src/backends/neon/workloads
parent957b844f130066f00c8adbafae36cec2ab3e9548 (diff)
downloadarmnn-ac47210621a601a2b6ded78e003d136626434f50.tar.gz
IVGCVSW-3813 Add Unary Elementwise Operation 'NEG' support to the android-nn-driver
* Implemented ClNegWorkload * Implemented NeonNegWorkload * Enabled 'NEG' operator on CL and Neon as well as Ref * Implemented unit tests for 'NEG' operator Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I3d7a892692716636cae6bdf8ddd238e3d1ea064f
Diffstat (limited to 'src/backends/neon/workloads')
-rw-r--r--src/backends/neon/workloads/CMakeLists.txt2
-rw-r--r--src/backends/neon/workloads/NeonNegWorkload.cpp43
-rw-r--r--src/backends/neon/workloads/NeonNegWorkload.hpp28
-rw-r--r--src/backends/neon/workloads/NeonWorkloads.hpp1
4 files changed, 74 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt
index a932f8b852..8160710f65 100644
--- a/src/backends/neon/workloads/CMakeLists.txt
+++ b/src/backends/neon/workloads/CMakeLists.txt
@@ -56,6 +56,8 @@ list(APPEND armnnNeonBackendWorkloads_sources
NeonMultiplicationWorkload.hpp
NeonDivisionWorkload.cpp
NeonDivisionWorkload.hpp
+ NeonNegWorkload.cpp
+ NeonNegWorkload.hpp
NeonNormalizationFloatWorkload.cpp
NeonNormalizationFloatWorkload.hpp
NeonPadWorkload.cpp
diff --git a/src/backends/neon/workloads/NeonNegWorkload.cpp b/src/backends/neon/workloads/NeonNegWorkload.cpp
new file mode 100644
index 0000000000..afe05583fd
--- /dev/null
+++ b/src/backends/neon/workloads/NeonNegWorkload.cpp
@@ -0,0 +1,43 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonNegWorkload.hpp"
+
+#include "NeonWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorHandle.hpp>
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <boost/cast.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status NeonNegWorkloadValidate(const TensorInfo& input, const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInput = armcomputetensorutils::BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutput = armcomputetensorutils::BuildArmComputeTensorInfo(output);
+
+ return arm_compute::NENegLayer::validate(&aclInput, &aclOutput);
+}
+
+NeonNegWorkload::NeonNegWorkload(const ElementwiseUnaryQueueDescriptor& descriptor, const WorkloadInfo& info)
+ : BaseWorkload<ElementwiseUnaryQueueDescriptor>(descriptor, info)
+{
+ m_Data.ValidateInputsOutputs("NeonNegWorkload", 1, 1);
+
+ arm_compute::ITensor& input = boost::polymorphic_downcast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ITensor& output = boost::polymorphic_downcast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_NegLayer.configure(&input, &output);
+}
+
+void NeonNegWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON("NeonNegWorkload_Execute");
+ m_NegLayer.run();
+}
+
+} // namespace armnn
diff --git a/src/backends/neon/workloads/NeonNegWorkload.hpp b/src/backends/neon/workloads/NeonNegWorkload.hpp
new file mode 100644
index 0000000000..7b2ed17a3e
--- /dev/null
+++ b/src/backends/neon/workloads/NeonNegWorkload.hpp
@@ -0,0 +1,28 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backendsCommon/Workload.hpp>
+
+#include <arm_compute/core/Error.h>
+#include <arm_compute/runtime/NEON/functions/NEElementwiseUnaryLayer.h>
+
+namespace armnn
+{
+
+arm_compute::Status NeonNegWorkloadValidate(const TensorInfo& input, const TensorInfo& output);
+
+class NeonNegWorkload : public BaseWorkload<ElementwiseUnaryQueueDescriptor>
+{
+public:
+ NeonNegWorkload(const ElementwiseUnaryQueueDescriptor& descriptor, const WorkloadInfo& info);
+ virtual void Execute() const override;
+
+private:
+ mutable arm_compute::NENegLayer m_NegLayer;
+};
+
+} // namespace armnn
diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp
index 52cd76f14b..e28d120de7 100644
--- a/src/backends/neon/workloads/NeonWorkloads.hpp
+++ b/src/backends/neon/workloads/NeonWorkloads.hpp
@@ -31,6 +31,7 @@
#include "NeonConcatWorkload.hpp"
#include "NeonMinimumWorkload.hpp"
#include "NeonMultiplicationWorkload.hpp"
+#include "NeonNegWorkload.hpp"
#include "NeonNormalizationFloatWorkload.hpp"
#include "NeonPadWorkload.hpp"
#include "NeonPermuteWorkload.hpp"