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authorJames Conroy <james.conroy@arm.com>2020-11-06 16:28:18 +0000
committerJames Conroy <james.conroy@arm.com>2020-11-09 18:26:28 +0000
commitaba90cd608eb65ab459cd71a6724511a1507763b (patch)
tree8c83548e02de2bc6c34811ea2eb9c3dac0976068 /src/armnn/layers/LogicalBinaryLayer.hpp
parentc9bc80e1d93d27ad298133c7345627e6a946fb92 (diff)
downloadarmnn-aba90cd608eb65ab459cd71a6724511a1507763b.tar.gz
IVGCVSW-5091 Add Logical ops frontend and ref impl
* Add frontend and reference implementation for logical ops NOT, AND, OR. * Unary NOT uses existing ElementwiseUnary layer and ElementwiseUnary descriptor. * Binary AND/OR uses new layer LogicalBinary and new LogicalBinary descriptor. * Add serialization/deserializion support and add missing ElementwiseUnary deserializer code. * Add additional Boolean decoder in BaseIterator.hpp. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
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+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerWithParameters.hpp"
+
+namespace armnn
+{
+
+/// This layer represents a Logical Binary operation.
+class LogicalBinaryLayer : public LayerWithParameters<LogicalBinaryDescriptor>
+{
+public:
+ /// Makes a workload for the LogicalBinary 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
+ LogicalBinaryLayer* Clone(Graph& graph) const 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;
+
+ /// Check if the input tensor shape(s) will lead to a valid configuration
+ /// of @ref LogicalBinaryLayer
+ /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.
+ void ValidateTensorShapesFromInputs() override;
+
+ void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+ /// Constructor to create a LogicalBinaryLayer
+ /// @param [in] param LogicalBinaryDescriptor to configure the LogicalBinaryLayer
+ /// @param [in] name Optional name for the layer
+ LogicalBinaryLayer(const LogicalBinaryDescriptor& param, const char* name);
+
+ /// Default destructor
+ ~LogicalBinaryLayer() = default;
+};
+
+} // namespace armnn \ No newline at end of file