xref: /aosp_15_r20/external/ComputeLibrary/src/graph/nodes/ConcatenateLayerNode.cpp (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2018-2019 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 #include "arm_compute/graph/nodes/ConcatenateLayerNode.h"
25*c217d954SCole Faust 
26*c217d954SCole Faust #include "arm_compute/core/Utils.h"
27*c217d954SCole Faust #include "arm_compute/graph/Graph.h"
28*c217d954SCole Faust #include "arm_compute/graph/INodeVisitor.h"
29*c217d954SCole Faust #include "arm_compute/graph/Utils.h"
30*c217d954SCole Faust 
31*c217d954SCole Faust #include "arm_compute/core/utils/misc/ShapeCalculator.h"
32*c217d954SCole Faust 
33*c217d954SCole Faust namespace arm_compute
34*c217d954SCole Faust {
35*c217d954SCole Faust namespace graph
36*c217d954SCole Faust {
ConcatenateLayerNode(unsigned int total_nodes,descriptors::ConcatLayerDescriptor concat_descriptor)37*c217d954SCole Faust ConcatenateLayerNode::ConcatenateLayerNode(unsigned int total_nodes, descriptors::ConcatLayerDescriptor concat_descriptor)
38*c217d954SCole Faust     : _total_nodes(total_nodes), _concat_descriptor(std::move(concat_descriptor)), _is_enabled(true)
39*c217d954SCole Faust {
40*c217d954SCole Faust     _input_edges.resize(_total_nodes, EmptyEdgeID);
41*c217d954SCole Faust     _outputs.resize(1, NullTensorID);
42*c217d954SCole Faust }
43*c217d954SCole Faust 
set_enabled(bool is_enabled)44*c217d954SCole Faust void ConcatenateLayerNode::set_enabled(bool is_enabled)
45*c217d954SCole Faust {
46*c217d954SCole Faust     _is_enabled = is_enabled;
47*c217d954SCole Faust }
48*c217d954SCole Faust 
is_enabled() const49*c217d954SCole Faust bool ConcatenateLayerNode::is_enabled() const
50*c217d954SCole Faust {
51*c217d954SCole Faust     return _is_enabled;
52*c217d954SCole Faust }
53*c217d954SCole Faust 
concatenation_axis() const54*c217d954SCole Faust DataLayoutDimension ConcatenateLayerNode::concatenation_axis() const
55*c217d954SCole Faust {
56*c217d954SCole Faust     return _concat_descriptor.axis;
57*c217d954SCole Faust }
58*c217d954SCole Faust 
output_quantization_info() const59*c217d954SCole Faust QuantizationInfo ConcatenateLayerNode::output_quantization_info() const
60*c217d954SCole Faust {
61*c217d954SCole Faust     return _concat_descriptor.output_qinfo;
62*c217d954SCole Faust }
63*c217d954SCole Faust 
compute_output_descriptor(const std::vector<TensorDescriptor> & input_descriptors,DataLayoutDimension axis)64*c217d954SCole Faust TensorDescriptor ConcatenateLayerNode::compute_output_descriptor(const std::vector<TensorDescriptor> &input_descriptors,
65*c217d954SCole Faust                                                                  DataLayoutDimension                  axis)
66*c217d954SCole Faust {
67*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(input_descriptors.size() == 0);
68*c217d954SCole Faust 
69*c217d954SCole Faust     TensorDescriptor output_descriptor = input_descriptors[0];
70*c217d954SCole Faust     const int        axis_idx          = get_dimension_idx(output_descriptor.layout, axis);
71*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON_MSG(axis_idx > 2, "Unsupported concatenation axis!");
72*c217d954SCole Faust 
73*c217d954SCole Faust     // Extract shapes
74*c217d954SCole Faust     std::vector<const TensorShape *> shapes;
75*c217d954SCole Faust     shapes.reserve(input_descriptors.size());
76*c217d954SCole Faust     for(auto &input_descriptor : input_descriptors)
77*c217d954SCole Faust     {
78*c217d954SCole Faust         shapes.emplace_back(&input_descriptor.shape);
79*c217d954SCole Faust     }
80*c217d954SCole Faust 
81*c217d954SCole Faust     output_descriptor.shape = arm_compute::misc::shape_calculator::calculate_concatenate_shape(shapes, axis_idx);
82*c217d954SCole Faust 
83*c217d954SCole Faust     return output_descriptor;
84*c217d954SCole Faust }
85*c217d954SCole Faust 
forward_descriptors()86*c217d954SCole Faust bool ConcatenateLayerNode::forward_descriptors()
87*c217d954SCole Faust {
88*c217d954SCole Faust     if(_outputs[0] != NullTensorID)
89*c217d954SCole Faust     {
90*c217d954SCole Faust         Tensor *dst = output(0);
91*c217d954SCole Faust         ARM_COMPUTE_ERROR_ON(dst == nullptr);
92*c217d954SCole Faust         dst->desc() = configure_output(0);
93*c217d954SCole Faust         return true;
94*c217d954SCole Faust     }
95*c217d954SCole Faust     return false;
96*c217d954SCole Faust }
97*c217d954SCole Faust 
configure_output(size_t idx) const98*c217d954SCole Faust TensorDescriptor ConcatenateLayerNode::configure_output(size_t idx) const
99*c217d954SCole Faust {
100*c217d954SCole Faust     ARM_COMPUTE_UNUSED(idx);
101*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(idx >= _outputs.size());
102*c217d954SCole Faust 
103*c217d954SCole Faust     // Check if all input tensors are set
104*c217d954SCole Faust     bool are_all_inputs_set = std::all_of(std::begin(_input_edges), std::end(_input_edges), [](const EdgeID & eid)
105*c217d954SCole Faust     {
106*c217d954SCole Faust         return eid != EmptyEdgeID;
107*c217d954SCole Faust     });
108*c217d954SCole Faust 
109*c217d954SCole Faust     TensorDescriptor output_info = {};
110*c217d954SCole Faust 
111*c217d954SCole Faust     if(are_all_inputs_set)
112*c217d954SCole Faust     {
113*c217d954SCole Faust         std::vector<TensorDescriptor> inputs_descriptors;
114*c217d954SCole Faust         for(unsigned int i = 0; i < _input_edges.size(); ++i)
115*c217d954SCole Faust         {
116*c217d954SCole Faust             const Tensor *t = _graph->tensor(input_id(i));
117*c217d954SCole Faust             ARM_COMPUTE_ERROR_ON(t == nullptr);
118*c217d954SCole Faust             inputs_descriptors.push_back(t->desc());
119*c217d954SCole Faust         }
120*c217d954SCole Faust         output_info = compute_output_descriptor(inputs_descriptors, _concat_descriptor.axis);
121*c217d954SCole Faust         if(!_concat_descriptor.output_qinfo.empty())
122*c217d954SCole Faust         {
123*c217d954SCole Faust             output_info.quant_info = _concat_descriptor.output_qinfo;
124*c217d954SCole Faust         }
125*c217d954SCole Faust     }
126*c217d954SCole Faust 
127*c217d954SCole Faust     return output_info;
128*c217d954SCole Faust }
129*c217d954SCole Faust 
type() const130*c217d954SCole Faust NodeType ConcatenateLayerNode::type() const
131*c217d954SCole Faust {
132*c217d954SCole Faust     return NodeType::ConcatenateLayer;
133*c217d954SCole Faust }
134*c217d954SCole Faust 
accept(INodeVisitor & v)135*c217d954SCole Faust void ConcatenateLayerNode::accept(INodeVisitor &v)
136*c217d954SCole Faust {
137*c217d954SCole Faust     v.visit(*this);
138*c217d954SCole Faust }
139*c217d954SCole Faust } // namespace graph
140*c217d954SCole Faust } // namespace arm_compute
141