ArmNN
 22.08
FakeQuantizationLayer.hpp
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1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 #pragma once
6 
8 
9 namespace armnn
10 {
11 
12 /// This layer represents a fake quantization operation.
13 class FakeQuantizationLayer : public LayerWithParameters<FakeQuantizationDescriptor>
14 {
15 public:
16  /// Makes a workload for the FakeQuantization type.
17  /// @param [in] graph The graph where this layer can be found.
18  /// @param [in] factory The workload factory which will create the workload.
19  /// @return A pointer to the created workload, or nullptr if not created.
20  virtual std::unique_ptr<IWorkload> CreateWorkload(const IWorkloadFactory& factory) const override;
21 
22  /// Creates a dynamically-allocated copy of this layer.
23  /// @param [in] graph The graph into which this layer is being cloned.
24  FakeQuantizationLayer* Clone(Graph& graph) const override;
25 
26  /// Check if the input tensor shape(s)
27  /// will lead to a valid configuration of @ref FakeQuantizationLayer.
28  /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validate.
29  void ValidateTensorShapesFromInputs() override;
30 
31 
32  void ExecuteStrategy(IStrategy& strategy) const override;
33 
34 protected:
35  /// Constructor to create a FakeQuantizationLayer.
36  /// @param [in] param FakeQuantizationDescriptor to configure the fake quantization operation.
37  /// @param [in] name Optional name for the layer.
38  FakeQuantizationLayer(const FakeQuantizationDescriptor& descriptor, const char* name);
39 
40  /// Default destructor
41  ~FakeQuantizationLayer() = default;
42 };
43 
44 } // namespace
void ValidateTensorShapesFromInputs() override
Check if the input tensor shape(s) will lead to a valid configuration of FakeQuantizationLayer.
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the FakeQuantization type.
Copyright (c) 2021 ARM Limited and Contributors.
void ExecuteStrategy(IStrategy &strategy) const override
Apply a visitor to this layer.
FakeQuantizationLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
~FakeQuantizationLayer()=default
Default destructor.
A FakeQuantizationDescriptor for the FakeQuantizationLayer.
This layer represents a fake quantization operation.
FakeQuantizationLayer(const FakeQuantizationDescriptor &descriptor, const char *name)
Constructor to create a FakeQuantizationLayer.