xref: /aosp_15_r20/external/ComputeLibrary/src/graph/nodes/BatchNormalizationLayerNode.cpp (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2018 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/BatchNormalizationLayerNode.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 
30*c217d954SCole Faust namespace arm_compute
31*c217d954SCole Faust {
32*c217d954SCole Faust namespace graph
33*c217d954SCole Faust {
BatchNormalizationLayerNode(float epsilon,ActivationLayerInfo fused_activation)34*c217d954SCole Faust BatchNormalizationLayerNode::BatchNormalizationLayerNode(float epsilon, ActivationLayerInfo fused_activation)
35*c217d954SCole Faust     : _epsilon(epsilon), _fused_activation(fused_activation)
36*c217d954SCole Faust {
37*c217d954SCole Faust     _input_edges.resize(5, EmptyEdgeID);
38*c217d954SCole Faust     _outputs.resize(1, NullTensorID);
39*c217d954SCole Faust }
40*c217d954SCole Faust 
epsilon() const41*c217d954SCole Faust float BatchNormalizationLayerNode::epsilon() const
42*c217d954SCole Faust {
43*c217d954SCole Faust     return _epsilon;
44*c217d954SCole Faust }
45*c217d954SCole Faust 
fused_activation() const46*c217d954SCole Faust ActivationLayerInfo BatchNormalizationLayerNode::fused_activation() const
47*c217d954SCole Faust {
48*c217d954SCole Faust     return _fused_activation;
49*c217d954SCole Faust }
50*c217d954SCole Faust 
set_fused_activation(ActivationLayerInfo fused_activation)51*c217d954SCole Faust void BatchNormalizationLayerNode::set_fused_activation(ActivationLayerInfo fused_activation)
52*c217d954SCole Faust {
53*c217d954SCole Faust     _fused_activation = fused_activation;
54*c217d954SCole Faust }
55*c217d954SCole Faust 
forward_descriptors()56*c217d954SCole Faust bool BatchNormalizationLayerNode::forward_descriptors()
57*c217d954SCole Faust {
58*c217d954SCole Faust     if((input_id(0) != NullTensorID) && (output_id(0) != NullTensorID))
59*c217d954SCole Faust     {
60*c217d954SCole Faust         Tensor *dst = output(0);
61*c217d954SCole Faust         ARM_COMPUTE_ERROR_ON(dst == nullptr);
62*c217d954SCole Faust         dst->desc() = configure_output(0);
63*c217d954SCole Faust         return true;
64*c217d954SCole Faust     }
65*c217d954SCole Faust     return false;
66*c217d954SCole Faust }
67*c217d954SCole Faust 
configure_output(size_t idx) const68*c217d954SCole Faust TensorDescriptor BatchNormalizationLayerNode::configure_output(size_t idx) const
69*c217d954SCole Faust {
70*c217d954SCole Faust     ARM_COMPUTE_UNUSED(idx);
71*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(idx >= _outputs.size());
72*c217d954SCole Faust 
73*c217d954SCole Faust     const Tensor *src = input(0);
74*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(src == nullptr);
75*c217d954SCole Faust 
76*c217d954SCole Faust     return src->desc();
77*c217d954SCole Faust }
78*c217d954SCole Faust 
type() const79*c217d954SCole Faust NodeType BatchNormalizationLayerNode::type() const
80*c217d954SCole Faust {
81*c217d954SCole Faust     return BatchNormalizationLayerNode::node_type;
82*c217d954SCole Faust }
83*c217d954SCole Faust 
accept(INodeVisitor & v)84*c217d954SCole Faust void BatchNormalizationLayerNode::accept(INodeVisitor &v)
85*c217d954SCole Faust {
86*c217d954SCole Faust     v.visit(*this);
87*c217d954SCole Faust }
88*c217d954SCole Faust } // namespace graph
89*c217d954SCole Faust } // namespace arm_compute