xref: /aosp_15_r20/external/ComputeLibrary/arm_compute/graph/nodes/SplitLayerNode.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2018-2020 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #ifndef ARM_COMPUTE_GRAPH_SPLIT_LAYER_NODE_H
25*c217d954SCole Faust #define ARM_COMPUTE_GRAPH_SPLIT_LAYER_NODE_H
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "arm_compute/graph/INode.h"
28*c217d954SCole Faust 
29*c217d954SCole Faust #include <tuple>
30*c217d954SCole Faust 
31*c217d954SCole Faust namespace arm_compute
32*c217d954SCole Faust {
33*c217d954SCole Faust namespace graph
34*c217d954SCole Faust {
35*c217d954SCole Faust /** Split Layer node */
36*c217d954SCole Faust class SplitLayerNode final : public INode
37*c217d954SCole Faust {
38*c217d954SCole Faust public:
39*c217d954SCole Faust     /** Default Constructor
40*c217d954SCole Faust      *
41*c217d954SCole Faust      * @param[in] num_splits  Number of splits
42*c217d954SCole Faust      * @param[in] axis        (Optional) Axis to split on. Defaults to 0
43*c217d954SCole Faust      * @param[in] size_splits (Optional) The sizes of each output tensor along the split dimension.
44*c217d954SCole Faust      *                        Must sum to the dimension of value along split_dim.
45*c217d954SCole Faust      *                        Can contain one -1 indicating that dimension is to be inferred.
46*c217d954SCole Faust      */
47*c217d954SCole Faust     SplitLayerNode(unsigned int num_splits, int axis = 0, std::vector<int> size_splits = std::vector<int>());
48*c217d954SCole Faust     /** Computes split layer output descriptor
49*c217d954SCole Faust      *
50*c217d954SCole Faust      * @param[in] input_descriptor Descriptor of the input tensor
51*c217d954SCole Faust      * @param[in] num_splits       Number of splits
52*c217d954SCole Faust      * @param[in] axis             Axis to perform the split on
53*c217d954SCole Faust      * @param[in] idx              Index of the split
54*c217d954SCole Faust      *
55*c217d954SCole Faust      * @return  A pair with the descriptor of the split and the starting coordinates
56*c217d954SCole Faust      */
57*c217d954SCole Faust     std::pair<TensorDescriptor, Coordinates> compute_output_descriptor(const TensorDescriptor &input_descriptor,
58*c217d954SCole Faust                                                                        unsigned int num_splits, int axis, unsigned int idx);
59*c217d954SCole Faust     /** Number of splits accessor
60*c217d954SCole Faust      *
61*c217d954SCole Faust      * @return Number of splits
62*c217d954SCole Faust      */
63*c217d954SCole Faust     unsigned int num_splits() const;
64*c217d954SCole Faust     /** Split axis accessor
65*c217d954SCole Faust      *
66*c217d954SCole Faust      * @return Split axis
67*c217d954SCole Faust      */
68*c217d954SCole Faust     unsigned int axis() const;
69*c217d954SCole Faust 
70*c217d954SCole Faust     // Inherited overridden methods:
71*c217d954SCole Faust     Status           validate() const override;
72*c217d954SCole Faust     NodeType         type() const override;
73*c217d954SCole Faust     bool             forward_descriptors() override;
74*c217d954SCole Faust     TensorDescriptor configure_output(size_t idx) const override;
75*c217d954SCole Faust     void accept(INodeVisitor &v) override;
76*c217d954SCole Faust 
77*c217d954SCole Faust private:
78*c217d954SCole Faust     unsigned int     _num_splits;
79*c217d954SCole Faust     int              _axis;
80*c217d954SCole Faust     std::vector<int> _size_splits;
81*c217d954SCole Faust };
82*c217d954SCole Faust } // namespace graph
83*c217d954SCole Faust } // namespace arm_compute
84*c217d954SCole Faust #endif /* ARM_COMPUTE_GRAPH_SPLIT_LAYER_NODE_H */
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