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authorTianle Cheng <tianle.cheng@arm.com>2023-11-09 13:56:53 +0000
committerTianle Cheng <tianle.cheng@arm.com>2023-11-10 17:39:25 +0000
commit21a9f33338c60ae1cd955df220ce329918adcb8f (patch)
tree0c684061fbfa88257bafa532eeab74cc06365350 /src/backends/neon/workloads
parent37acf49013ece8a3490174a4bfc1803e6f23b956 (diff)
downloadarmnn-21a9f33338c60ae1cd955df220ce329918adcb8f.tar.gz
IVGCVSW-7835 Add ReverseV2 CL and Neon Workloads
* Added ReverseV2 to CL and Neon backends * Added Cl and Neon ReverseV2 Layer unit tests Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I646275c629caf17dac1950b0cd7083f23f87f387
Diffstat (limited to 'src/backends/neon/workloads')
-rw-r--r--src/backends/neon/workloads/CMakeLists.txt2
-rw-r--r--src/backends/neon/workloads/NeonReverseV2Workload.cpp44
-rw-r--r--src/backends/neon/workloads/NeonReverseV2Workload.hpp29
-rw-r--r--src/backends/neon/workloads/NeonWorkloads.hpp1
4 files changed, 76 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/CMakeLists.txt b/src/backends/neon/workloads/CMakeLists.txt
index f4438e4baa..357fdcdf91 100644
--- a/src/backends/neon/workloads/CMakeLists.txt
+++ b/src/backends/neon/workloads/CMakeLists.txt
@@ -113,6 +113,8 @@ list(APPEND armnnNeonBackendWorkloads_sources
NeonReshapeWorkload.hpp
NeonResizeWorkload.cpp
NeonResizeWorkload.hpp
+ NeonReverseV2Workload.cpp
+ NeonReverseV2Workload.hpp
NeonRsqrtWorkload.cpp
NeonRsqrtWorkload.hpp
NeonSinWorkload.cpp
diff --git a/src/backends/neon/workloads/NeonReverseV2Workload.cpp b/src/backends/neon/workloads/NeonReverseV2Workload.cpp
new file mode 100644
index 0000000000..c7d9fa1245
--- /dev/null
+++ b/src/backends/neon/workloads/NeonReverseV2Workload.cpp
@@ -0,0 +1,44 @@
+//
+// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "NeonReverseV2Workload.hpp"
+#include "NeonWorkloadUtils.hpp"
+#include <armnn/utility/PolymorphicDowncast.hpp>
+#include <aclCommon/ArmComputeUtils.hpp>
+#include <backendsCommon/WorkloadUtils.hpp>
+
+namespace armnn
+{
+arm_compute::Status NeonReverseV2WorkloadValidate(const TensorInfo& input,
+ const TensorInfo& axis,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInput = BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclAxis = BuildArmComputeTensorInfo(axis);
+ const arm_compute::TensorInfo aclOutput = BuildArmComputeTensorInfo(output);
+
+ return arm_compute::NEReverse::validate(&aclInput, &aclOutput, &aclAxis, true);
+}
+
+NeonReverseV2Workload::NeonReverseV2Workload(const ReverseV2QueueDescriptor& descriptor,
+ const WorkloadInfo& info)
+ : BaseWorkload<ReverseV2QueueDescriptor>(descriptor, info)
+{
+ m_Data.ValidateInputsOutputs("NeonReverseV2Workload", 2, 1);
+
+ arm_compute::ITensor& input = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ITensor& axis = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Inputs[1])->GetTensor();
+ arm_compute::ITensor& output = PolymorphicDowncast<IAclTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_Layer.configure(&input, &output, &axis, true);
+}
+
+void NeonReverseV2Workload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_NEON_NAME_GUID("NeonReverseV2Workload_Execute");
+ m_Layer.run();
+}
+
+} // namespace armnn \ No newline at end of file
diff --git a/src/backends/neon/workloads/NeonReverseV2Workload.hpp b/src/backends/neon/workloads/NeonReverseV2Workload.hpp
new file mode 100644
index 0000000000..fa6a71d392
--- /dev/null
+++ b/src/backends/neon/workloads/NeonReverseV2Workload.hpp
@@ -0,0 +1,29 @@
+//
+// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "NeonBaseWorkload.hpp"
+
+#include <arm_compute/runtime/NEON/functions/NEReverse.h>
+#include <arm_compute/runtime/Tensor.h>
+
+namespace armnn
+{
+arm_compute::Status NeonReverseV2WorkloadValidate(const TensorInfo& input,
+ const TensorInfo& axis,
+ const TensorInfo& output);
+
+class NeonReverseV2Workload : public BaseWorkload<ReverseV2QueueDescriptor>
+{
+public:
+ NeonReverseV2Workload(const ReverseV2QueueDescriptor& descriptor, const WorkloadInfo& info);
+ void Execute() const override;
+
+private:
+ mutable arm_compute::NEReverse m_Layer;
+};
+
+} // namespace armnn \ No newline at end of file
diff --git a/src/backends/neon/workloads/NeonWorkloads.hpp b/src/backends/neon/workloads/NeonWorkloads.hpp
index 615e5d87c8..c14b9b44af 100644
--- a/src/backends/neon/workloads/NeonWorkloads.hpp
+++ b/src/backends/neon/workloads/NeonWorkloads.hpp
@@ -59,6 +59,7 @@
#include "NeonReduceWorkload.hpp"
#include "NeonReshapeWorkload.hpp"
#include "NeonResizeWorkload.hpp"
+#include "NeonReverseV2Workload.hpp"
#include "NeonRsqrtWorkload.hpp"
#include "NeonSinWorkload.hpp"
#include "NeonSliceWorkload.hpp"