aboutsummaryrefslogtreecommitdiff
path: root/src/armnn
diff options
context:
space:
mode:
Diffstat (limited to 'src/armnn')
-rw-r--r--src/armnn/BackendHelper.cpp7
-rw-r--r--src/armnn/LayersFwd.hpp2
-rw-r--r--src/armnn/Network.cpp10
-rw-r--r--src/armnn/Network.hpp2
-rw-r--r--src/armnn/layers/ShapeLayer.cpp73
-rw-r--r--src/armnn/layers/ShapeLayer.hpp50
6 files changed, 144 insertions, 0 deletions
diff --git a/src/armnn/BackendHelper.cpp b/src/armnn/BackendHelper.cpp
index be21412e97..a7bf419a7c 100644
--- a/src/armnn/BackendHelper.cpp
+++ b/src/armnn/BackendHelper.cpp
@@ -722,6 +722,13 @@ bool LayerSupportHandle::IsRsqrtSupported(const TensorInfo& input,
return m_LayerSupport->IsRsqrtSupported(input, output, reasonIfUnsupported.value());
}
+bool LayerSupportHandle::IsShapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
+ Optional<std::string&> reasonIfUnsupported)
+{
+ return m_LayerSupport->IsShapeSupported(input, output, reasonIfUnsupported.value());
+}
+
bool LayerSupportHandle::IsSliceSupported(const TensorInfo& input,
const TensorInfo& output,
const SliceDescriptor& descriptor,
diff --git a/src/armnn/LayersFwd.hpp b/src/armnn/LayersFwd.hpp
index 19cd9bdf6c..cdbcaa7e90 100644
--- a/src/armnn/LayersFwd.hpp
+++ b/src/armnn/LayersFwd.hpp
@@ -60,6 +60,7 @@
#include "layers/ReduceLayer.hpp"
#include "layers/ReshapeLayer.hpp"
#include "layers/ResizeLayer.hpp"
+#include "layers/ShapeLayer.hpp"
#include "layers/SliceLayer.hpp"
#include "layers/SoftmaxLayer.hpp"
#include "layers/SpaceToBatchNdLayer.hpp"
@@ -154,6 +155,7 @@ DECLARE_LAYER(Rank)
DECLARE_LAYER(Reduce)
DECLARE_LAYER(Reshape)
DECLARE_LAYER(Resize)
+DECLARE_LAYER(Shape)
DECLARE_LAYER(Slice)
DECLARE_LAYER(Softmax)
DECLARE_LAYER(SpaceToBatchNd)
diff --git a/src/armnn/Network.cpp b/src/armnn/Network.cpp
index 5807d1705a..71f19313b8 100644
--- a/src/armnn/Network.cpp
+++ b/src/armnn/Network.cpp
@@ -482,6 +482,11 @@ IConnectableLayer* INetwork::AddTransposeLayer(const TransposeDescriptor& transp
return pNetworkImpl->AddTransposeLayer(transposeDescriptor, name);
}
+IConnectableLayer* INetwork::AddShapeLayer(const char* name)
+{
+ return pNetworkImpl->AddShapeLayer(name);
+}
+
IConnectableLayer* INetwork::AddStackLayer(const StackDescriptor& descriptor,
const char* name)
{
@@ -2099,6 +2104,11 @@ IConnectableLayer* NetworkImpl::AddResizeLayer(const ResizeDescriptor& resizeDes
return m_Graph->AddLayer<ResizeLayer>(resizeDescriptor, name);
}
+IConnectableLayer* NetworkImpl::AddShapeLayer(const char* name)
+{
+ return m_Graph->AddLayer<ShapeLayer>(name);
+}
+
IConnectableLayer* NetworkImpl::AddInstanceNormalizationLayer(const InstanceNormalizationDescriptor& desc,
const char* name)
{
diff --git a/src/armnn/Network.hpp b/src/armnn/Network.hpp
index ad9b51cf35..e07075fbb5 100644
--- a/src/armnn/Network.hpp
+++ b/src/armnn/Network.hpp
@@ -250,6 +250,8 @@ public:
IConnectableLayer* AddTransposeLayer(const TransposeDescriptor& transposeDescriptor,
const char* name = nullptr);
+ IConnectableLayer* AddShapeLayer(const char* name = nullptr);
+
IConnectableLayer* AddStackLayer(const StackDescriptor& stackDescriptor,
const char* name = nullptr);
diff --git a/src/armnn/layers/ShapeLayer.cpp b/src/armnn/layers/ShapeLayer.cpp
new file mode 100644
index 0000000000..4193fa9aab
--- /dev/null
+++ b/src/armnn/layers/ShapeLayer.cpp
@@ -0,0 +1,73 @@
+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ShapeLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <armnn/utility/NumericCast.hpp>
+
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+ShapeLayer::ShapeLayer(const char* name)
+ : Layer(1, 1, LayerType::Shape, name)
+{
+}
+
+std::unique_ptr<IWorkload> ShapeLayer::CreateWorkload(const IWorkloadFactory& factory) const
+{
+ ShapeQueueDescriptor descriptor;
+ SetAdditionalInfo(descriptor);
+
+ return factory.CreateShape(descriptor, PrepInfoAndDesc(descriptor));
+}
+
+ShapeLayer* ShapeLayer::Clone(Graph& graph) const
+{
+ return CloneBase<ShapeLayer>(graph, GetName());
+}
+
+void ShapeLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(1, CHECK_LOCATION());
+
+ const TensorShape& outputShape = GetOutputSlot(0).GetTensorInfo().GetShape();
+
+ VerifyShapeInferenceType(outputShape, m_ShapeInferenceMethod);
+
+ auto inferredShape = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
+
+ ARMNN_ASSERT(inferredShape.size() == 1);
+
+ ValidateAndCopyShape(outputShape, inferredShape[0], m_ShapeInferenceMethod, "ShapeLayer");
+}
+
+std::vector<TensorShape> ShapeLayer::InferOutputShapes(const std::vector<TensorShape>& inputShapes) const
+{
+ IgnoreUnused(inputShapes);
+ ARMNN_ASSERT(inputShapes.size() == 1);
+
+ TensorShape outputShape({ inputShapes[0].GetNumDimensions()} );
+
+ return std::vector<TensorShape>({ outputShape });
+}
+
+void ShapeLayer::Accept(ILayerVisitor& visitor) const
+{
+ IgnoreUnused(visitor);
+ throw armnn::Exception("ShapeLayer VisitShapeLayer is not implemented");
+}
+
+void ShapeLayer::ExecuteStrategy(IStrategy& strategy) const
+{
+ strategy.ExecuteStrategy(this, BaseDescriptor(), {}, GetName());
+}
+
+} // namespace armnn
diff --git a/src/armnn/layers/ShapeLayer.hpp b/src/armnn/layers/ShapeLayer.hpp
new file mode 100644
index 0000000000..fee285c2f0
--- /dev/null
+++ b/src/armnn/layers/ShapeLayer.hpp
@@ -0,0 +1,50 @@
+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerWithParameters.hpp"
+
+namespace armnn
+{
+
+class ShapeLayer : public Layer
+{
+public:
+ /// Makes a workload for the Shape 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 IWorkloadFactory& factory) const override;
+
+ /// Creates a dynamically-allocated copy of this layer.
+ /// @param [in] graph The graph into which this layer is being cloned.
+ ShapeLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref ShapeLayer.
+ /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.
+ void ValidateTensorShapesFromInputs() override;
+
+ /// By default returns inputShapes if the number of inputs are equal to number of outputs,
+ /// otherwise 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;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+ void ExecuteStrategy(IStrategy& strategy) const override;
+
+protected:
+ /// Constructor to create a ShapeLayer.
+ /// @param [in] name Optional name for the layer.
+ ShapeLayer(const char* name);
+
+ /// Default destructor.
+ ~ShapeLayer() = default;
+};
+
+} // namespace armnn