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diff --git a/src/armnn/layers/TransposeConvolution2dLayer.hpp b/src/armnn/layers/TransposeConvolution2dLayer.hpp
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+++ b/src/armnn/layers/TransposeConvolution2dLayer.hpp
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+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#pragma once
+
+#include "LayerWithParameters.hpp"
+
+namespace armnn
+{
+
+class ScopedCpuTensorHandle;
+
+/// This layer represents a 2D transpose convolution operation.
+class TransposeConvolution2dLayer : public LayerWithParameters<TransposeConvolution2dDescriptor>
+{
+public:
+    /// A unique pointer to store weight values.
+    std::unique_ptr<ScopedCpuTensorHandle> m_Weight;
+    /// A unique pointer to store bias values.
+    std::unique_ptr<ScopedCpuTensorHandle> m_Bias;
+
+    /// Makes a workload for the TransposeConvolution2d 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.
+    TransposeConvolution2dLayer* Clone(Graph& graph) const override;
+
+    /// Check if the input tensor shape(s)
+    /// will lead to a valid configuration of @ref TransposeConvolution2dLayer.
+    void ValidateTensorShapesFromInputs() override;
+
+    /// Infers the output shapes from given input shapes and layer properties.
+    /// @param [in] inputShapes The input shapes the layer has.
+    /// @return A vector of the inferred output shape.
+    std::vector<TensorShape> InferOutputShapes(const std::vector<TensorShape>& inputShapes) const override;
+
+    void Accept(ILayerVisitor& visitor) const override;
+
+protected:
+    /// Constructor to create a TransposeConvolution2dLayer.
+    /// @param [in] param TransposeConvolution2dDescriptor to configure the 2D transpose convolution operation.
+    /// @param [in] name Optional name for the layer.
+    TransposeConvolution2dLayer(const TransposeConvolution2dDescriptor& param, const char* name);
+
+    /// Default destructor
+    ~TransposeConvolution2dLayer() = default;
+
+    /// Retrieve the handles to the constant values stored by the layer.
+    /// @return A vector of the constant tensors stored by this layer.
+    ConstantTensors GetConstantTensorsByRef() override;
+};
+
+} // namespace armnn