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authornarpra01 <narumol.prangnawarat@arm.com>2019-01-16 09:53:09 +0000
committerMatteo Martincigh <matteo.martincigh@arm.com>2019-01-16 16:30:10 +0000
commitb89b05f048a566a8c825f1d223966bc5a6abc3d5 (patch)
tree1a7027e329fd687456a165a0d88be865626a407b /src/armnn
parent6c8e8e7594604cca672486db224c1d041b39bfb9 (diff)
downloadarmnn-b89b05f048a566a8c825f1d223966bc5a6abc3d5.tar.gz
IVGCVSW-2508 Add no-op factory implementations and layer for Gather operator
* Added GatherQueueDescriptor to WorkloadData * Added CreateGather function in WorkloadFactory.hpp * Added stub implementation of the CreateGreater function in workload factories * Added GatherLayer stub implementation * Added AddGatherLayer to Network * Added IsGatherSupported to LayerSupportBase Change-Id: I0408fd54e88a7d4e3d9e1c2811a9323f0da52a04
Diffstat (limited to 'src/armnn')
-rw-r--r--src/armnn/InternalTypes.cpp1
-rw-r--r--src/armnn/InternalTypes.hpp1
-rw-r--r--src/armnn/LayerSupport.cpp10
-rw-r--r--src/armnn/LayersFwd.hpp2
-rw-r--r--src/armnn/Network.cpp5
-rw-r--r--src/armnn/Network.hpp2
-rw-r--r--src/armnn/layers/GatherLayer.cpp37
-rw-r--r--src/armnn/layers/GatherLayer.hpp41
8 files changed, 99 insertions, 0 deletions
diff --git a/src/armnn/InternalTypes.cpp b/src/armnn/InternalTypes.cpp
index 16a19722df..15f4aa07e2 100644
--- a/src/armnn/InternalTypes.cpp
+++ b/src/armnn/InternalTypes.cpp
@@ -29,6 +29,7 @@ char const* GetLayerTypeAsCString(LayerType type)
case LayerType::FakeQuantization: return "FakeQuantization";
case LayerType::Floor: return "Floor";
case LayerType::FullyConnected: return "FullyConnected";
+ case LayerType::Gather: return "Gather";
case LayerType::Greater: return "Greater";
case LayerType::Input: return "Input";
case LayerType::L2Normalization: return "L2Normalization";
diff --git a/src/armnn/InternalTypes.hpp b/src/armnn/InternalTypes.hpp
index f05ea25597..704efdf2b7 100644
--- a/src/armnn/InternalTypes.hpp
+++ b/src/armnn/InternalTypes.hpp
@@ -29,6 +29,7 @@ enum class LayerType
FakeQuantization,
Floor,
FullyConnected,
+ Gather,
Greater,
Input,
L2Normalization,
diff --git a/src/armnn/LayerSupport.cpp b/src/armnn/LayerSupport.cpp
index b0b3eccb02..b600e4daa9 100644
--- a/src/armnn/LayerSupport.cpp
+++ b/src/armnn/LayerSupport.cpp
@@ -245,6 +245,16 @@ bool IsFullyConnectedSupported(const BackendId& backend,
FORWARD_LAYER_SUPPORT_FUNC(backend, IsFullyConnectedSupported, input, output, weights, biases, descriptor);
}
+bool IsGatherSupported(const BackendId& backend,
+ const TensorInfo& input0,
+ const TensorInfo& input1,
+ const TensorInfo& output,
+ char* reasonIfUnsupported,
+ size_t reasonIfUnsupportedMaxLength)
+{
+ FORWARD_LAYER_SUPPORT_FUNC(backend, IsGatherSupported, input0, input1, output);
+}
+
bool IsGreaterSupported(const BackendId& backend,
const TensorInfo& input0,
const TensorInfo& input1,
diff --git a/src/armnn/LayersFwd.hpp b/src/armnn/LayersFwd.hpp
index 8b4ee0804b..27806c5752 100644
--- a/src/armnn/LayersFwd.hpp
+++ b/src/armnn/LayersFwd.hpp
@@ -21,6 +21,7 @@
#include "layers/FakeQuantizationLayer.hpp"
#include "layers/FloorLayer.hpp"
#include "layers/FullyConnectedLayer.hpp"
+#include "layers/GatherLayer.hpp"
#include "layers/GreaterLayer.hpp"
#include "layers/InputLayer.hpp"
#include "layers/L2NormalizationLayer.hpp"
@@ -88,6 +89,7 @@ DECLARE_LAYER(Equal)
DECLARE_LAYER(FakeQuantization)
DECLARE_LAYER(Floor)
DECLARE_LAYER(FullyConnected)
+DECLARE_LAYER(Gather)
DECLARE_LAYER(Greater)
DECLARE_LAYER(Input)
DECLARE_LAYER(L2Normalization)
diff --git a/src/armnn/Network.cpp b/src/armnn/Network.cpp
index 7b9cb3db7f..8a1437a0fb 100644
--- a/src/armnn/Network.cpp
+++ b/src/armnn/Network.cpp
@@ -872,6 +872,11 @@ IConnectableLayer* Network::AddRsqrtLayer(const char * name)
return m_Graph->AddLayer<RsqrtLayer>(name);
}
+IConnectableLayer* Network::AddGatherLayer(const char* name)
+{
+ return m_Graph->AddLayer<GatherLayer>(name);
+}
+
OptimizedNetwork::OptimizedNetwork(std::unique_ptr<Graph> graph)
: m_Graph(std::move(graph))
{
diff --git a/src/armnn/Network.hpp b/src/armnn/Network.hpp
index ba741e9af6..7690fafac0 100644
--- a/src/armnn/Network.hpp
+++ b/src/armnn/Network.hpp
@@ -66,6 +66,8 @@ public:
const ConstTensor& biases,
const char* name = nullptr) override;
+ IConnectableLayer* AddGatherLayer(const char* name = nullptr) override;
+
IConnectableLayer* AddPermuteLayer(const PermuteDescriptor& permuteDescriptor,
const char* name = nullptr) override;
diff --git a/src/armnn/layers/GatherLayer.cpp b/src/armnn/layers/GatherLayer.cpp
new file mode 100644
index 0000000000..2e5d011599
--- /dev/null
+++ b/src/armnn/layers/GatherLayer.cpp
@@ -0,0 +1,37 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "GatherLayer.hpp"
+#include "LayerCloneBase.hpp"
+
+#include <armnn/TypesUtils.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+namespace armnn
+{
+
+GatherLayer::GatherLayer(const char* name)
+ : Layer(2, 1, LayerType::Gather, name)
+{
+}
+
+std::unique_ptr<IWorkload> GatherLayer::CreateWorkload(const armnn::Graph& graph,
+ const armnn::IWorkloadFactory& factory) const
+{
+ GatherQueueDescriptor descriptor;
+ return factory.CreateGather(descriptor, PrepInfoAndDesc(descriptor, graph));
+}
+
+GatherLayer* GatherLayer::Clone(Graph& graph) const
+{
+ return CloneBase<GatherLayer>(graph, GetName());
+}
+
+void GatherLayer::ValidateTensorShapesFromInputs()
+{
+}
+
+} // namespace armnn
diff --git a/src/armnn/layers/GatherLayer.hpp b/src/armnn/layers/GatherLayer.hpp
new file mode 100644
index 0000000000..7b3aebe77e
--- /dev/null
+++ b/src/armnn/layers/GatherLayer.hpp
@@ -0,0 +1,41 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "Layer.hpp"
+
+namespace armnn
+{
+
+/// This layer represents a Gather operator.
+class GatherLayer : public Layer
+{
+public:
+ /// Makes a workload for the Gather 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.
+ GatherLayer* Clone(Graph& graph) const override;
+
+ /// Check if the input tensor shape(s)
+ /// will lead to a valid configuration of @ref GatherLayer.
+ void ValidateTensorShapesFromInputs() override;
+
+protected:
+ /// Constructor to create a GatherLayer.
+ /// @param [in] name Optional name for the layer.
+ GatherLayer(const char* name);
+
+ /// Default destructor
+ ~GatherLayer() = default;
+};
+
+} // namespace armnn