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author | Tamás Nyíri <tamas.nyiri@arm.com> | 2021-10-26 14:47:57 +0100 |
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committer | Tamas Nyiri <tamas.nyiri@arm.com> | 2021-11-17 11:31:44 +0000 |
commit | 7b885b3cce70154596b1994b013ea91527117c26 (patch) | |
tree | cdc2ee30a6dc03a4e26e6783a84ccd9be867242a /src/armnn/layers/Pooling3dLayer.hpp | |
parent | 888a363115e0bf47f227c9db6fc1dbfe0418f69c (diff) | |
download | armnn-7b885b3cce70154596b1994b013ea91527117c26.tar.gz |
IVGCVSW-6509 Front End + Reference Workload implementation
Subtask of story: IVGCVSW-6164 Add a Pooling3d FrontEnd and Ref Implementation
* Add front end
* Add reference workload
* Add corresponding unit tests
Change-Id: Icce4146dd0a06a1da46a2def00a82d343e171750
Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com>
Diffstat (limited to 'src/armnn/layers/Pooling3dLayer.hpp')
-rw-r--r-- | src/armnn/layers/Pooling3dLayer.hpp | 52 |
1 files changed, 52 insertions, 0 deletions
diff --git a/src/armnn/layers/Pooling3dLayer.hpp b/src/armnn/layers/Pooling3dLayer.hpp new file mode 100644 index 0000000000..0aa48535c0 --- /dev/null +++ b/src/armnn/layers/Pooling3dLayer.hpp @@ -0,0 +1,52 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// +#pragma once + +#include "LayerWithParameters.hpp" + +namespace armnn +{ + +/// This layer represents a pooling 3d operation. +class Pooling3dLayer : public LayerWithParameters<Pooling3dDescriptor> +{ +public: + /// Makes a workload for the Pooling3d 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. + Pooling3dLayer* Clone(Graph& graph) const override; + + /// Check if the input tensor shape(s) + /// will lead to a valid configuration of @ref Pooling3dLayer. + /// @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; + + ARMNN_NO_DEPRECATE_WARN_BEGIN + void Accept(ILayerVisitor& visitor) const override; + ARMNN_NO_DEPRECATE_WARN_END + + +protected: + /// Constructor to create a Pooling3dLayer. + /// @param [in] param Pooling3dDescriptor to configure the pooling3d operation. + /// @param [in] name Optional name for the layer. + Pooling3dLayer(const Pooling3dDescriptor& param, const char* name); + + /// Default destructor + ~Pooling3dLayer() = default; +}; + +} // namespace |