ArmNN
 25.11
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BatchMatMulLayer.hpp
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1//
2// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
3// SPDX-License-Identifier: MIT
4//
5
6#pragma once
7
9
10namespace armnn
11{
12
13class BatchMatMulLayer : public LayerWithParameters<BatchMatMulDescriptor>
14{
15public:
16 /// Makes a workload for the BatchMatMul 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 BatchMatMulLayer* Clone(Graph &graph) const override;
25
26 /// Infers the output shape from the given input shapes.
27 /// @param [in] inputShapes The vector of input shapes for BatchMatMul.
28 /// @return A vector of inferred output shape.
29 std::vector<TensorShape> InferOutputShapes(const std::vector<TensorShape>& inputShapes) const override;
30
31 /// Check if the input tensor shapes
32 /// will lead to a valid configuration of @ref BatchMatMulLayer.
33 /// @param [in] shapeInferenceMethod Indicates if output shape shall be overwritten or just validated.
34 void ValidateTensorShapesFromInputs() override;
35
36protected:
37 /// Constructor to create a BatchMatMulLayer.
38 /// @param [in] param BatchMatMulDescriptor to configure optional parameters for batch matrix multiplication
39 /// @param [in] name Optional name for the layer
40 BatchMatMulLayer(const BatchMatMulDescriptor& param, const char* name);
41
42 /// Default destructor
43 ~BatchMatMulLayer() = default;
44};
45
46}
BatchMatMulLayer * Clone(Graph &graph) const override
Creates a dynamically-allocated copy of this layer.
std::vector< TensorShape > InferOutputShapes(const std::vector< TensorShape > &inputShapes) const override
Infers the output shape from the given input shapes.
void ValidateTensorShapesFromInputs() override
Check if the input tensor shapes will lead to a valid configuration of BatchMatMulLayer.
BatchMatMulLayer(const BatchMatMulDescriptor &param, const char *name)
Constructor to create a BatchMatMulLayer.
virtual std::unique_ptr< IWorkload > CreateWorkload(const IWorkloadFactory &factory) const override
Makes a workload for the BatchMatMul type.
~BatchMatMulLayer()=default
Default destructor.
LayerWithParameters(unsigned int numInputSlots, unsigned int numOutputSlots, LayerType type, const BatchMatMulDescriptor &param, const char *name)
Copyright (c) 2021 ARM Limited and Contributors.
A BatchMatMulDescriptor for the BatchMatMul operator.