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authorKevin May <kevin.may@arm.com>2019-09-04 17:29:31 +0100
committerSadik Armagan <sadik.armagan@arm.com>2019-09-05 10:48:35 +0000
commit868eb14c463ee76668ad75d4cd4e718a840f7be6 (patch)
treea2eac7dd52811c2af188cc00c271d156afee008b /src/armnn/layers
parent3a161988ebb9e5406d2bcab6fc3a06f8545eb588 (diff)
downloadarmnn-868eb14c463ee76668ad75d4cd4e718a840f7be6.tar.gz
IVGCVSW-3739 Add Arm NN front end support for Abs Layer
* Add Abs Layer * Add no-op factory implementations for CpuRef, CpuAcc, GpuAcc * Add Queue Descriptor in WorkloadData * Add IsAbsLayerSupported to LayerSupport * Add LayerVisitor tests Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ib0992571d1c80de851cea466291be904e9bdb430
Diffstat (limited to 'src/armnn/layers')
-rw-r--r--src/armnn/layers/AbsLayer.cpp53
-rw-r--r--src/armnn/layers/AbsLayer.hpp42
2 files changed, 95 insertions, 0 deletions
diff --git a/src/armnn/layers/AbsLayer.cpp b/src/armnn/layers/AbsLayer.cpp
new file mode 100644
index 0000000000..f87706aec2
--- /dev/null
+++ b/src/armnn/layers/AbsLayer.cpp
@@ -0,0 +1,53 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "AbsLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+AbsLayer::AbsLayer(const char* name)
+ : Layer(1, 1, LayerType::Abs, name)
+{
+}
+
+std::unique_ptr<IWorkload> AbsLayer::CreateWorkload(const Graph& graph,
+ const IWorkloadFactory& factory) const
+{
+ AbsQueueDescriptor descriptor;
+ return factory.CreateAbs(descriptor, PrepInfoAndDesc(descriptor, graph));
+}
+
+AbsLayer* AbsLayer::Clone(Graph& graph) const
+{
+ return CloneBase<AbsLayer>(graph, GetName());
+}
+
+void AbsLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(1, CHECK_LOCATION());
+
+ auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
+
+ BOOST_ASSERT(inferredShapes.size() == 1);
+
+ ConditionalThrowIfNotEqual<LayerValidationException>(
+ "AbsLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.",
+ GetOutputSlot(0).GetTensorInfo().GetShape(),
+ inferredShapes[0]);
+}
+
+void AbsLayer::Accept(ILayerVisitor& visitor) const
+{
+ visitor.VisitAbsLayer(this, GetName());
+}
+
+} // namespace armnn \ No newline at end of file
diff --git a/src/armnn/layers/AbsLayer.hpp b/src/armnn/layers/AbsLayer.hpp
new file mode 100644
index 0000000000..643cf4b629
--- /dev/null
+++ b/src/armnn/layers/AbsLayer.hpp
@@ -0,0 +1,42 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <Layer.hpp>
+
+namespace armnn
+{
+
+class AbsLayer : public Layer
+{
+public:
+ /// Makes a workload for the Abs type.
+ /// @param [in] graph The graph where this layer can be found.
+ /// @param [in] factory The workload factory which will create the workload.
+ /// @return A pointer to the created workload, or nullptr if not created.
+ virtual std::unique_ptr<IWorkload> CreateWorkload(const Graph& graph,
+ const IWorkloadFactory& factory) const override;
+
+ /// Creates a dynamically-allocated copy of this layer.
+ /// @param [in] graph The graph into which this layer is being cloned.
+ AbsLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref AbsLayer.
+ void ValidateTensorShapesFromInputs() override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ /// Constructor to create an AbsLayer.
+ /// @param [in] name Optional name for the layer.
+ AbsLayer(const char* name);
+
+ /// Default destructor
+ ~AbsLayer() = default;
+};
+
+} // namespace \ No newline at end of file