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authorNikhil Raj <nikhil.raj@arm.com>2019-09-05 17:50:44 +0100
committerNikhil Raj <nikhil.raj@arm.com>2019-09-05 17:50:44 +0100
commitee391d59dbe3305734de4ff7d98c27c8a5252624 (patch)
tree642caa74ee548d15d7dde1ba686ac4f479545d2c /src/armnn/layers
parent02356de9da5d5480b4b9b413d1b6b33daf7ab717 (diff)
downloadarmnn-ee391d59dbe3305734de4ff7d98c27c8a5252624.tar.gz
IVGCVSW-3722 Add front end support for ArgMinMax
Change-Id: I31c5616bea3097f30cde68442d3222e0b0fe2235 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Diffstat (limited to 'src/armnn/layers')
-rw-r--r--src/armnn/layers/ArgMinMaxLayer.cpp52
-rw-r--r--src/armnn/layers/ArgMinMaxLayer.hpp44
2 files changed, 96 insertions, 0 deletions
diff --git a/src/armnn/layers/ArgMinMaxLayer.cpp b/src/armnn/layers/ArgMinMaxLayer.cpp
new file mode 100644
index 0000000000..aad95eb0cf
--- /dev/null
+++ b/src/armnn/layers/ArgMinMaxLayer.cpp
@@ -0,0 +1,52 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#include "ArgMinMaxLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+ArgMinMaxLayer::ArgMinMaxLayer(const ArgMinMaxDescriptor& param, const char* name)
+ : LayerWithParameters(1, 1, LayerType::ArgMinMax, param, name)
+{
+}
+
+std::unique_ptr<IWorkload> ArgMinMaxLayer::CreateWorkload(const Graph& graph,
+ const IWorkloadFactory& factory) const
+{
+ ArgMinMaxQueueDescriptor descriptor;
+ return factory.CreateArgMinMax(descriptor, PrepInfoAndDesc(descriptor, graph));
+}
+
+ArgMinMaxLayer* ArgMinMaxLayer::Clone(Graph& graph) const
+{
+ return CloneBase<ArgMinMaxLayer>(graph, m_Param, GetName());
+}
+
+void ArgMinMaxLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(1, CHECK_LOCATION());
+
+ auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
+
+ BOOST_ASSERT(inferredShapes.size() == 1);
+
+ ConditionalThrowIfNotEqual<LayerValidationException>(
+ "ArgMinMaxLayer: TensorShape set on OutputSlot does not match the inferred shape.",
+ GetOutputSlot(0).GetTensorInfo().GetShape(),
+ inferredShapes[0]);
+}
+
+void ArgMinMaxLayer::Accept(ILayerVisitor& visitor) const
+{
+ visitor.VisitArgMinMaxLayer(this, GetParameters(), GetName());
+}
+
+} // namespace armnn \ No newline at end of file
diff --git a/src/armnn/layers/ArgMinMaxLayer.hpp b/src/armnn/layers/ArgMinMaxLayer.hpp
new file mode 100644
index 0000000000..ca1337f065
--- /dev/null
+++ b/src/armnn/layers/ArgMinMaxLayer.hpp
@@ -0,0 +1,44 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerWithParameters.hpp"
+
+namespace armnn
+{
+
+/// This layer represents a ArgMinMax operation.
+class ArgMinMaxLayer : public LayerWithParameters<ArgMinMaxDescriptor>
+{
+public:
+ /// Makes a workload for the ArgMinMax 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.
+ ArgMinMaxLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref ArgMinMaxLayer.
+ void ValidateTensorShapesFromInputs() override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ /// Constructor to create a ArgMinMaxLayer.
+ /// @param [in] param ArgMinMaxDescriptor to configure the ArgMinMax operation.
+ /// @param [in] name Optional name for the layer.
+ ArgMinMaxLayer(const ArgMinMaxDescriptor& param, const char* name);
+
+ /// Default destructor
+ ~ArgMinMaxLayer() = default;
+};
+
+} \ No newline at end of file