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authorRyan OShea <Ryan.OShea2@arm.com>2020-06-05 17:17:06 +0100
committerKeithARM <keith.davis@arm.com>2020-06-11 12:17:49 +0000
commitec6c68093eaef8a2b8e1fd64fcc765237973512e (patch)
treee4dd87466d5be44d1310f9e1c9c6e1355df43fbf /src/armnn/layers
parent6350d27286114dfdae5f65ae1823ba1150087efb (diff)
downloadarmnn-ec6c68093eaef8a2b8e1fd64fcc765237973512e.tar.gz
IVGCVSW-4906 Add front-end support for FILL operator
* Added new fill layer * Added visitor tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: Iea677014866b4f2d514004623f59ee83f3c0eef8 Signed-off-by: Keith Davis <keith.davis@arm.com>
Diffstat (limited to 'src/armnn/layers')
-rw-r--r--src/armnn/layers/FillLayer.cpp51
-rw-r--r--src/armnn/layers/FillLayer.hpp41
2 files changed, 92 insertions, 0 deletions
diff --git a/src/armnn/layers/FillLayer.cpp b/src/armnn/layers/FillLayer.cpp
new file mode 100644
index 0000000000..03f93f76da
--- /dev/null
+++ b/src/armnn/layers/FillLayer.cpp
@@ -0,0 +1,51 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#include "FillLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+FillLayer::FillLayer(const FillDescriptor& param, const char* name)
+ : LayerWithParameters(1, 1, LayerType::Fill, param, name)
+{
+}
+
+std::unique_ptr<IWorkload> FillLayer::CreateWorkload(const IWorkloadFactory& factory) const
+{
+ FillQueueDescriptor descriptor;
+ return factory.CreateFill(descriptor, PrepInfoAndDesc(descriptor) );
+}
+
+FillLayer* FillLayer::Clone(Graph& graph) const
+{
+ return CloneBase<FillLayer>(graph, m_Param, GetName());
+}
+
+void FillLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(1, CHECK_LOCATION());
+
+ auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
+
+ ARMNN_ASSERT(inferredShapes.size() == 1);
+
+ ConditionalThrowIfNotEqual<LayerValidationException>(
+ "FillLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.",
+ GetOutputSlot(0).GetTensorInfo().GetShape(),
+ inferredShapes[0]);
+}
+
+void FillLayer::Accept(ILayerVisitor& visitor) const
+{
+ visitor.VisitGatherLayer(this, GetName());
+}
+
+} // namespace armnn
diff --git a/src/armnn/layers/FillLayer.hpp b/src/armnn/layers/FillLayer.hpp
new file mode 100644
index 0000000000..b9a972a27a
--- /dev/null
+++ b/src/armnn/layers/FillLayer.hpp
@@ -0,0 +1,41 @@
+//
+// Copyright © 2020 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include "LayerWithParameters.hpp"
+
+namespace armnn
+{
+
+/// This layer represents a fill operation.
+class FillLayer : public LayerWithParameters<FillDescriptor>
+{
+public:
+ /// Makes a workload for the Fill layer.
+ /// @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 IWorkloadFactory& factory) const override;
+
+ /// Creates a dynamically-allocated copy of this layer.
+ /// @param [in] graph The graph into which this layer is being cloned.
+ FillLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref FillLayer.
+ void ValidateTensorShapesFromInputs() override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ /// Constructor to create a FillLayer.
+ /// @param [in] descriptor to configure the fill operation.
+ /// @param [in] name Optional name for the layer.
+ FillLayer(const FillDescriptor& descriptor, const char* name);
+
+ /// Default destructor
+ ~FillLayer() = default;
+};
+
+} // namespace