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authorIdriss Chaouch <idriss.chaouch@arm.com>2023-08-28 14:28:31 +0100
committerIdriss Chaouch <idriss.chaouch@arm.com>2023-08-31 11:26:28 +0100
commit98e383eadf4e670d057ad725c7fe7924fea8e36b (patch)
tree35acac15aa69ab405887289cb9674d388f06f96b /src/armnn/layers
parent2be039bce38a4fa436e8310dfe14ebfff20d57bd (diff)
downloadarmnn-98e383eadf4e670d057ad725c7fe7924fea8e36b.tar.gz
IVGCVSW-7525 Add broadcast_to operator
Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I94ec5f9120b2d736fdf98d00ec5137a4efd739b8
Diffstat (limited to 'src/armnn/layers')
-rw-r--r--src/armnn/layers/BroadcastToLayer.cpp57
-rw-r--r--src/armnn/layers/BroadcastToLayer.hpp48
2 files changed, 105 insertions, 0 deletions
diff --git a/src/armnn/layers/BroadcastToLayer.cpp b/src/armnn/layers/BroadcastToLayer.cpp
new file mode 100644
index 0000000000..252aa46de0
--- /dev/null
+++ b/src/armnn/layers/BroadcastToLayer.cpp
@@ -0,0 +1,57 @@
+//
+// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "BroadcastToLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <armnn/backends/WorkloadData.hpp>
+#include <armnn/backends/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+BroadcastToLayer::BroadcastToLayer(const BroadcastToDescriptor& param, const char* name)
+ : LayerWithParameters(1, 1, LayerType::BroadcastTo, param, name)
+{}
+
+std::unique_ptr<IWorkload> BroadcastToLayer::CreateWorkload(const IWorkloadFactory& factory) const
+{
+ BroadcastToQueueDescriptor descriptor;
+ SetAdditionalInfo(descriptor);
+
+ return factory.CreateWorkload(LayerType::BroadcastTo, descriptor, PrepInfoAndDesc(descriptor));
+}
+
+BroadcastToLayer* BroadcastToLayer::Clone(armnn::Graph& graph) const
+{
+ return CloneBase<BroadcastToLayer>(graph, m_Param, GetName());
+}
+
+std::vector<TensorShape> BroadcastToLayer::InferOutputShapes(const std::vector<TensorShape>&) const
+{
+ return std::vector<TensorShape>({ m_Param.m_BroadcastToShape });
+}
+
+void BroadcastToLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(1, CHECK_LOCATION());
+
+ const TensorShape &outputShape = GetOutputSlot(0).GetTensorInfo().GetShape();
+
+ VerifyShapeInferenceType(outputShape, m_ShapeInferenceMethod);
+
+ auto inferredShapes = outputShape;
+
+ ValidateAndCopyShape(outputShape, inferredShapes, m_ShapeInferenceMethod, "BroadcastToLayer");
+}
+
+void BroadcastToLayer::ExecuteStrategy(IStrategy& strategy) const
+{
+ strategy.ExecuteStrategy(this, GetParameters(), {}, GetName());
+}
+
+} //namespace armnn
diff --git a/src/armnn/layers/BroadcastToLayer.hpp b/src/armnn/layers/BroadcastToLayer.hpp
new file mode 100644
index 0000000000..5da27a7a66
--- /dev/null
+++ b/src/armnn/layers/BroadcastToLayer.hpp
@@ -0,0 +1,48 @@
+//
+// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerWithParameters.hpp"
+
+namespace armnn
+{
+
+ class BroadcastToLayer : public LayerWithParameters<BroadcastToDescriptor>
+ {
+ public:
+ /// Makes a workload for the BroadcastTo type.
+ /// @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.
+ BroadcastToLayer* Clone(Graph& graph) const override;
+
+ /// Infers the output shapes from given input shapes and layer properties.
+ /// @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;
+
+ /// Check if the input tensor BroadcastTo(s)
+ /// will lead to a valid configuration of @ref BroadcastToLayer.
+ void ValidateTensorShapesFromInputs() override;
+
+ /// Execute Strategy on BroadcastTo layer
+ /// @param [in] strategy The input strategy for the layer
+ void ExecuteStrategy(IStrategy& strategy) const override;
+
+ protected:
+ /// Constructor to create a BroadcastToLayer.
+ /// @param [in] param Parameters for the layer.
+ /// @param [in] name Optional name for the layer.
+ BroadcastToLayer(const BroadcastToDescriptor& param, const char* name);
+
+ /// Default destructor.
+ ~BroadcastToLayer() = default;
+ };
+
+} // namespace armnn \ No newline at end of file