xref: /aosp_15_r20/external/ComputeLibrary/src/graph/nodes/EltwiseLayerNode.cpp (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 #include "arm_compute/graph/nodes/EltwiseLayerNode.h"
25*c217d954SCole Faust 
26*c217d954SCole Faust #include "arm_compute/core/TensorShape.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 {
EltwiseLayerNode(const descriptors::EltwiseLayerDescriptor & descriptor)34*c217d954SCole Faust EltwiseLayerNode::EltwiseLayerNode(const descriptors::EltwiseLayerDescriptor &descriptor)
35*c217d954SCole Faust     : descriptor(descriptor)
36*c217d954SCole Faust {
37*c217d954SCole Faust     _input_edges.resize(2, EmptyEdgeID);
38*c217d954SCole Faust     _outputs.resize(1, NullTensorID);
39*c217d954SCole Faust }
40*c217d954SCole Faust 
eltwise_operation() const41*c217d954SCole Faust EltwiseOperation EltwiseLayerNode::eltwise_operation() const
42*c217d954SCole Faust {
43*c217d954SCole Faust     return descriptor.op;
44*c217d954SCole Faust }
45*c217d954SCole Faust 
convert_policy() const46*c217d954SCole Faust ConvertPolicy EltwiseLayerNode::convert_policy() const
47*c217d954SCole Faust {
48*c217d954SCole Faust     return descriptor.c_policy;
49*c217d954SCole Faust }
50*c217d954SCole Faust 
rounding_policy() const51*c217d954SCole Faust RoundingPolicy EltwiseLayerNode::rounding_policy() const
52*c217d954SCole Faust {
53*c217d954SCole Faust     return descriptor.r_policy;
54*c217d954SCole Faust }
55*c217d954SCole Faust 
fused_activation() const56*c217d954SCole Faust ActivationLayerInfo EltwiseLayerNode::fused_activation() const
57*c217d954SCole Faust {
58*c217d954SCole Faust     return descriptor.fused_activation;
59*c217d954SCole Faust }
60*c217d954SCole Faust 
output_quant_info() const61*c217d954SCole Faust QuantizationInfo EltwiseLayerNode::output_quant_info() const
62*c217d954SCole Faust {
63*c217d954SCole Faust     return descriptor.out_quant_info;
64*c217d954SCole Faust }
65*c217d954SCole Faust 
set_fused_activation(ActivationLayerInfo fused_activation)66*c217d954SCole Faust void EltwiseLayerNode::set_fused_activation(ActivationLayerInfo fused_activation)
67*c217d954SCole Faust {
68*c217d954SCole Faust     descriptor.fused_activation = fused_activation;
69*c217d954SCole Faust }
70*c217d954SCole Faust 
forward_descriptors()71*c217d954SCole Faust bool EltwiseLayerNode::forward_descriptors()
72*c217d954SCole Faust {
73*c217d954SCole Faust     if((input_id(0) != NullTensorID) && (input_id(1) != NullTensorID) && (output_id(0) != NullTensorID))
74*c217d954SCole Faust     {
75*c217d954SCole Faust         Tensor *dst = output(0);
76*c217d954SCole Faust         ARM_COMPUTE_ERROR_ON(dst == nullptr);
77*c217d954SCole Faust         dst->desc() = configure_output(0);
78*c217d954SCole Faust         return true;
79*c217d954SCole Faust     }
80*c217d954SCole Faust     return false;
81*c217d954SCole Faust }
82*c217d954SCole Faust 
configure_output(size_t idx) const83*c217d954SCole Faust TensorDescriptor EltwiseLayerNode::configure_output(size_t idx) const
84*c217d954SCole Faust {
85*c217d954SCole Faust     ARM_COMPUTE_UNUSED(idx);
86*c217d954SCole Faust 
87*c217d954SCole Faust     const Tensor *src1 = input(0);
88*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(src1 == nullptr);
89*c217d954SCole Faust 
90*c217d954SCole Faust     const Tensor *src2 = input(1);
91*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(src2 == nullptr);
92*c217d954SCole Faust 
93*c217d954SCole Faust     auto output_info = src1->desc();
94*c217d954SCole Faust 
95*c217d954SCole Faust     TensorShape out_shape = TensorShape::broadcast_shape(src1->desc().shape, src2->desc().shape);
96*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
97*c217d954SCole Faust 
98*c217d954SCole Faust     output_info.set_shape(out_shape);
99*c217d954SCole Faust 
100*c217d954SCole Faust     if(!descriptor.out_quant_info.empty())
101*c217d954SCole Faust     {
102*c217d954SCole Faust         output_info.set_quantization_info(descriptor.out_quant_info);
103*c217d954SCole Faust     }
104*c217d954SCole Faust 
105*c217d954SCole Faust     return output_info;
106*c217d954SCole Faust }
107*c217d954SCole Faust 
type() const108*c217d954SCole Faust NodeType EltwiseLayerNode::type() const
109*c217d954SCole Faust {
110*c217d954SCole Faust     return NodeType::EltwiseLayer;
111*c217d954SCole Faust }
112*c217d954SCole Faust 
accept(INodeVisitor & v)113*c217d954SCole Faust void EltwiseLayerNode::accept(INodeVisitor &v)
114*c217d954SCole Faust {
115*c217d954SCole Faust     v.visit(*this);
116*c217d954SCole Faust }
117*c217d954SCole Faust 
UnaryEltwiseLayerNode(const descriptors::UnaryEltwiseLayerDescriptor & descriptor)118*c217d954SCole Faust UnaryEltwiseLayerNode::UnaryEltwiseLayerNode(const descriptors::UnaryEltwiseLayerDescriptor &descriptor)
119*c217d954SCole Faust     : descriptor(descriptor)
120*c217d954SCole Faust {
121*c217d954SCole Faust     _input_edges.resize(1, EmptyEdgeID);
122*c217d954SCole Faust     _outputs.resize(1, NullTensorID);
123*c217d954SCole Faust }
124*c217d954SCole Faust 
eltwise_descriptor() const125*c217d954SCole Faust descriptors::UnaryEltwiseLayerDescriptor UnaryEltwiseLayerNode::eltwise_descriptor() const
126*c217d954SCole Faust {
127*c217d954SCole Faust     return descriptor;
128*c217d954SCole Faust }
129*c217d954SCole Faust 
set_fused_activation(ActivationLayerInfo fused_activation)130*c217d954SCole Faust void UnaryEltwiseLayerNode::set_fused_activation(ActivationLayerInfo fused_activation)
131*c217d954SCole Faust {
132*c217d954SCole Faust     descriptor.fused_activation = fused_activation;
133*c217d954SCole Faust }
134*c217d954SCole Faust 
forward_descriptors()135*c217d954SCole Faust bool UnaryEltwiseLayerNode::forward_descriptors()
136*c217d954SCole Faust {
137*c217d954SCole Faust     if((input_id(0) != NullTensorID) && (output_id(0) != NullTensorID))
138*c217d954SCole Faust     {
139*c217d954SCole Faust         Tensor *dst = output(0);
140*c217d954SCole Faust         ARM_COMPUTE_ERROR_ON(dst == nullptr);
141*c217d954SCole Faust         dst->desc() = configure_output(0);
142*c217d954SCole Faust         return true;
143*c217d954SCole Faust     }
144*c217d954SCole Faust     return false;
145*c217d954SCole Faust }
146*c217d954SCole Faust 
configure_output(size_t idx) const147*c217d954SCole Faust TensorDescriptor UnaryEltwiseLayerNode::configure_output(size_t idx) const
148*c217d954SCole Faust {
149*c217d954SCole Faust     ARM_COMPUTE_UNUSED(idx);
150*c217d954SCole Faust 
151*c217d954SCole Faust     const Tensor *src = input(0);
152*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON(src == nullptr);
153*c217d954SCole Faust 
154*c217d954SCole Faust     auto output_info = src->desc();
155*c217d954SCole Faust 
156*c217d954SCole Faust     if(!descriptor.out_quant_info.empty())
157*c217d954SCole Faust     {
158*c217d954SCole Faust         output_info.set_quantization_info(descriptor.out_quant_info);
159*c217d954SCole Faust     }
160*c217d954SCole Faust 
161*c217d954SCole Faust     return output_info;
162*c217d954SCole Faust }
163*c217d954SCole Faust 
type() const164*c217d954SCole Faust NodeType UnaryEltwiseLayerNode::type() const
165*c217d954SCole Faust {
166*c217d954SCole Faust     return NodeType::UnaryEltwiseLayer;
167*c217d954SCole Faust }
168*c217d954SCole Faust 
accept(INodeVisitor & v)169*c217d954SCole Faust void UnaryEltwiseLayerNode::accept(INodeVisitor &v)
170*c217d954SCole Faust {
171*c217d954SCole Faust     v.visit(*this);
172*c217d954SCole Faust }
173*c217d954SCole Faust 
174*c217d954SCole Faust } // namespace graph
175*c217d954SCole Faust } // namespace arm_compute
176