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authorNattapat Chaimanowong <nattapat.chaimanowong@arm.com>2019-04-05 13:37:19 +0100
committerNattapat Chaimanowong <nattapat.chaimanowong@arm.com>2019-04-05 13:37:29 +0100
commit1f88630874fe346cd0cca8d8e38e0fb96cc1a3f4 (patch)
tree41acf0281797c5d4e9e515032ac989428efcb5b8 /src/armnn/layers
parent647aab364aa13490427533c427496ad725b47f7a (diff)
downloadarmnn-1f88630874fe346cd0cca8d8e38e0fb96cc1a3f4.tar.gz
IVGCVSW-2915 Add Merge Layer and no-op factory method
Change-Id: I54549671e0d3b207904cf9796a843eb2b0a631f7 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Diffstat (limited to 'src/armnn/layers')
-rw-r--r--src/armnn/layers/MergeLayer.cpp65
-rw-r--r--src/armnn/layers/MergeLayer.hpp47
2 files changed, 112 insertions, 0 deletions
diff --git a/src/armnn/layers/MergeLayer.cpp b/src/armnn/layers/MergeLayer.cpp
new file mode 100644
index 0000000000..1d4dc49379
--- /dev/null
+++ b/src/armnn/layers/MergeLayer.cpp
@@ -0,0 +1,65 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#include "MergeLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+MergeLayer::MergeLayer(const char* name)
+ : Layer(2, 1, LayerType::Merge, name)
+{}
+
+std::unique_ptr<IWorkload> MergeLayer::CreateWorkload(const Graph& graph,
+ const IWorkloadFactory& factory) const
+{
+ return nullptr;
+}
+
+MergeLayer* MergeLayer::Clone(Graph& graph) const
+{
+ return CloneBase<MergeLayer>(graph, GetName());
+}
+
+void MergeLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(2, CHECK_LOCATION());
+
+ std::vector<TensorShape> inferredShapes = InferOutputShapes({
+ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape(),
+ GetInputSlot(1).GetConnection()->GetTensorInfo().GetShape(),
+ });
+
+ BOOST_ASSERT(inferredShapes.size() == 1);
+
+ ConditionalThrowIfNotEqual<LayerValidationException>(
+ "MergeLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.",
+ GetOutputSlot(0).GetTensorInfo().GetShape(),
+ inferredShapes[0]);
+}
+
+std::vector<TensorShape> MergeLayer::InferOutputShapes(const std::vector<TensorShape>& inputShapes) const
+{
+ BOOST_ASSERT(inputShapes.size() == 2);
+
+ ConditionalThrowIfNotEqual<LayerValidationException>(
+ "MergeLayer: TensorShapes set on inputs do not match",
+ inputShapes[0],
+ inputShapes[1]
+ );
+
+ return {inputShapes[0]};
+}
+
+void MergeLayer::Accept(ILayerVisitor& visitor) const
+{
+ visitor.VisitMergeLayer(this, GetName());
+}
+
+} // namespace armnn
diff --git a/src/armnn/layers/MergeLayer.hpp b/src/armnn/layers/MergeLayer.hpp
new file mode 100644
index 0000000000..66664ca952
--- /dev/null
+++ b/src/armnn/layers/MergeLayer.hpp
@@ -0,0 +1,47 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include "Layer.hpp"
+
+namespace armnn
+{
+
+/// This layer dequantizes the input tensor.
+class MergeLayer : public Layer
+{
+public:
+ /// Makes a workload for the Merge 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.
+ MergeLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref MergeLayer.
+ void ValidateTensorShapesFromInputs() override;
+
+ /// Infers the output shapes from given input shapes.
+ /// @param [in] inputShapes The input shapes layer has.
+ /// @return A vector to the inferred output shape.
+ std::vector<TensorShape> InferOutputShapes(const std::vector<TensorShape>& inputShapes) const override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ /// Constructor to create a MergeLayer.
+ /// @param [in] name Optional name for the layer.
+ MergeLayer(const char* name);
+
+ /// Default destructor
+ ~MergeLayer() = default;
+};
+
+} // namespace armnn