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authorDerek Lamberti <derek.lamberti@arm.com>2019-03-25 15:41:58 +0000
committerderek.lamberti <derek.lamberti@arm.com>2019-03-27 16:06:46 +0000
commita9cca6aa935b3e290181a05fdb2c5f5557a49c09 (patch)
tree60493eeada1357fa2334f7f952879561480e192f /src/armnn/layers
parent045ea78ab73b1c88a38d3ecb501583a38161ca0e (diff)
downloadarmnn-a9cca6aa935b3e290181a05fdb2c5f5557a49c09.tar.gz
IVGCVSW-2870 Support QuantizeLayer on frontend
Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Diffstat (limited to 'src/armnn/layers')
-rw-r--r--src/armnn/layers/QuantizeLayer.cpp48
-rw-r--r--src/armnn/layers/QuantizeLayer.hpp35
2 files changed, 83 insertions, 0 deletions
diff --git a/src/armnn/layers/QuantizeLayer.cpp b/src/armnn/layers/QuantizeLayer.cpp
new file mode 100644
index 0000000000..fbf8b322ab
--- /dev/null
+++ b/src/armnn/layers/QuantizeLayer.cpp
@@ -0,0 +1,48 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "QuantizeLayer.hpp"
+
+#include "LayerCloneBase.hpp"
+
+#include <armnn/ILayerVisitor.hpp>
+
+namespace armnn
+{
+
+QuantizeLayer::QuantizeLayer(const char* name)
+: Layer(1, 1, LayerType::Quantize, name)
+{}
+
+std::unique_ptr<IWorkload> QuantizeLayer::CreateWorkload(const Graph& graph,
+ const IWorkloadFactory& factory) const
+{
+ return nullptr;
+}
+
+Layer* QuantizeLayer::Clone(Graph& graph) const
+{
+ QuantizeLayer* clone = CloneBase<QuantizeLayer>(graph, GetName());
+ return clone;
+}
+
+void QuantizeLayer::ValidateTensorShapesFromInputs()
+{
+ VerifyLayerConnections(1, CHECK_LOCATION());
+
+ auto inferredShapes = InferOutputShapes({ GetInputSlot(0).GetConnection()->GetTensorInfo().GetShape() });
+
+ ConditionalThrowIfNotEqual<LayerValidationException>(
+ "QuantizeLayer: TensorShape set on OutputSlot[0] does not match the inferred shape.",
+ GetOutputSlot(0).GetTensorInfo().GetShape(),
+ inferredShapes[0]);
+}
+
+void QuantizeLayer::Accept(ILayerVisitor& visitor) const
+{
+ visitor.VisitQuantizeLayer(this, GetName());
+}
+
+} //namespace armnn \ No newline at end of file
diff --git a/src/armnn/layers/QuantizeLayer.hpp b/src/armnn/layers/QuantizeLayer.hpp
new file mode 100644
index 0000000000..fabb4492c5
--- /dev/null
+++ b/src/armnn/layers/QuantizeLayer.hpp
@@ -0,0 +1,35 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <Layer.hpp>
+
+namespace armnn {
+
+//Forward
+class IWorkload;
+class IWorkloadFactory;
+class ILayerVisitor;
+
+class QuantizeLayer : public Layer
+{
+public:
+ virtual std::unique_ptr<IWorkload> CreateWorkload(const Graph& graph,
+ const IWorkloadFactory& factory) const override;
+
+ Layer* Clone(Graph& graph) const override;
+
+ void ValidateTensorShapesFromInputs() override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ QuantizeLayer(const char* name);
+ ~QuantizeLayer() = default;
+
+};
+
+} //namespace armnn