xref: /aosp_15_r20/external/ComputeLibrary/src/graph/nodes/ReorgLayerNode.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/ReorgLayerNode.h"
25*c217d954SCole Faust 
26*c217d954SCole Faust #include "arm_compute/graph/Graph.h"
27*c217d954SCole Faust #include "arm_compute/graph/INodeVisitor.h"
28*c217d954SCole Faust #include "arm_compute/graph/Utils.h"
29*c217d954SCole Faust 
30*c217d954SCole Faust namespace arm_compute
31*c217d954SCole Faust {
32*c217d954SCole Faust namespace graph
33*c217d954SCole Faust {
ReorgLayerNode(int stride)34*c217d954SCole Faust ReorgLayerNode::ReorgLayerNode(int stride)
35*c217d954SCole Faust     : _stride(stride)
36*c217d954SCole Faust {
37*c217d954SCole Faust     _input_edges.resize(1, EmptyEdgeID);
38*c217d954SCole Faust     _outputs.resize(1, NullTensorID);
39*c217d954SCole Faust }
40*c217d954SCole Faust 
stride() const41*c217d954SCole Faust int ReorgLayerNode::stride() const
42*c217d954SCole Faust {
43*c217d954SCole Faust     return _stride;
44*c217d954SCole Faust }
45*c217d954SCole Faust 
compute_output_descriptor(const TensorDescriptor & input_descriptor,int stride)46*c217d954SCole Faust TensorDescriptor ReorgLayerNode::compute_output_descriptor(const TensorDescriptor &input_descriptor, int stride)
47*c217d954SCole Faust {
48*c217d954SCole Faust     const unsigned int input_width   = get_dimension_size(input_descriptor, DataLayoutDimension::WIDTH);
49*c217d954SCole Faust     const unsigned int input_height  = get_dimension_size(input_descriptor, DataLayoutDimension::HEIGHT);
50*c217d954SCole Faust     const unsigned int input_channel = get_dimension_size(input_descriptor, DataLayoutDimension::CHANNEL);
51*c217d954SCole Faust 
52*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(stride <= 0);
53*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON_MSG((input_width % stride != 0), "The width of the input tensor must be a multiple of stride");
54*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON_MSG((input_height % stride != 0), "The height of the input tensor must be a multiple of stride");
55*c217d954SCole Faust 
56*c217d954SCole Faust     const DataLayout data_layout       = input_descriptor.layout;
57*c217d954SCole Faust     TensorDescriptor output_descriptor = input_descriptor;
58*c217d954SCole Faust     output_descriptor.shape.set(get_dimension_idx(data_layout, DataLayoutDimension::WIDTH), input_width / stride);
59*c217d954SCole Faust     output_descriptor.shape.set(get_dimension_idx(data_layout, DataLayoutDimension::HEIGHT), input_height / stride);
60*c217d954SCole Faust     output_descriptor.shape.set(get_dimension_idx(data_layout, DataLayoutDimension::CHANNEL), input_channel * stride * stride);
61*c217d954SCole Faust 
62*c217d954SCole Faust     return output_descriptor;
63*c217d954SCole Faust }
64*c217d954SCole Faust 
forward_descriptors()65*c217d954SCole Faust bool ReorgLayerNode::forward_descriptors()
66*c217d954SCole Faust {
67*c217d954SCole Faust     if((input_id(0) != NullTensorID) && (output_id(0) != NullTensorID))
68*c217d954SCole Faust     {
69*c217d954SCole Faust         Tensor *dst = output(0);
70*c217d954SCole Faust         ARM_COMPUTE_ERROR_ON(dst == nullptr);
71*c217d954SCole Faust         dst->desc() = configure_output(0);
72*c217d954SCole Faust         return true;
73*c217d954SCole Faust     }
74*c217d954SCole Faust     return false;
75*c217d954SCole Faust }
76*c217d954SCole Faust 
configure_output(size_t idx) const77*c217d954SCole Faust TensorDescriptor ReorgLayerNode::configure_output(size_t idx) const
78*c217d954SCole Faust {
79*c217d954SCole Faust     ARM_COMPUTE_UNUSED(idx);
80*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(idx >= _outputs.size());
81*c217d954SCole Faust 
82*c217d954SCole Faust     const Tensor *src = input(0);
83*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(src == nullptr);
84*c217d954SCole Faust 
85*c217d954SCole Faust     return compute_output_descriptor(src->desc(), _stride);
86*c217d954SCole Faust }
87*c217d954SCole Faust 
type() const88*c217d954SCole Faust NodeType ReorgLayerNode::type() const
89*c217d954SCole Faust {
90*c217d954SCole Faust     return NodeType::ReorgLayer;
91*c217d954SCole Faust }
92*c217d954SCole Faust 
accept(INodeVisitor & v)93*c217d954SCole Faust void ReorgLayerNode::accept(INodeVisitor &v)
94*c217d954SCole Faust {
95*c217d954SCole Faust     v.visit(*this);
96*c217d954SCole Faust }
97*c217d954SCole Faust } // namespace graph
98*c217d954SCole Faust } // namespace arm_compute