xref: /aosp_15_r20/external/ComputeLibrary/arm_compute/graph/LayerDescriptors.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2019-2020 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_LAYER_DESCRIPTORS_H
25*c217d954SCole Faust #define ARM_COMPUTE_LAYER_DESCRIPTORS_H
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "arm_compute/core/Types.h"
28*c217d954SCole Faust #include "arm_compute/graph/Types.h"
29*c217d954SCole Faust 
30*c217d954SCole Faust namespace arm_compute
31*c217d954SCole Faust {
32*c217d954SCole Faust namespace graph
33*c217d954SCole Faust {
34*c217d954SCole Faust namespace descriptors
35*c217d954SCole Faust {
36*c217d954SCole Faust /** Concatenate layer descriptor */
37*c217d954SCole Faust struct ConcatLayerDescriptor
38*c217d954SCole Faust {
39*c217d954SCole Faust     /** Default constructor */
ConcatLayerDescriptorConcatLayerDescriptor40*c217d954SCole Faust     ConcatLayerDescriptor()
41*c217d954SCole Faust         : axis(DataLayoutDimension::CHANNEL), output_qinfo()
42*c217d954SCole Faust     {
43*c217d954SCole Faust     }
44*c217d954SCole Faust 
45*c217d954SCole Faust     /** Constructor concatenate layer descriptor
46*c217d954SCole Faust      *
47*c217d954SCole Faust      * @param[in] axis Axis.
48*c217d954SCole Faust      */
ConcatLayerDescriptorConcatLayerDescriptor49*c217d954SCole Faust     ConcatLayerDescriptor(DataLayoutDimension axis)
50*c217d954SCole Faust         : axis(axis), output_qinfo()
51*c217d954SCole Faust     {
52*c217d954SCole Faust     }
53*c217d954SCole Faust 
54*c217d954SCole Faust     /** Constructor concatenate layer descriptor
55*c217d954SCole Faust      *
56*c217d954SCole Faust      * @param[in] axis         Axis.
57*c217d954SCole Faust      * @param[in] output_qinfo Output quantization info.
58*c217d954SCole Faust      */
ConcatLayerDescriptorConcatLayerDescriptor59*c217d954SCole Faust     ConcatLayerDescriptor(DataLayoutDimension axis, QuantizationInfo output_qinfo)
60*c217d954SCole Faust         : axis(axis), output_qinfo(output_qinfo)
61*c217d954SCole Faust     {
62*c217d954SCole Faust     }
63*c217d954SCole Faust 
64*c217d954SCole Faust     const DataLayoutDimension axis;         /**< Concatenation Axis */
65*c217d954SCole Faust     const QuantizationInfo    output_qinfo; /**< Output quantizazion info */
66*c217d954SCole Faust };
67*c217d954SCole Faust 
68*c217d954SCole Faust /** Elementwise layer descriptor */
69*c217d954SCole Faust struct EltwiseLayerDescriptor
70*c217d954SCole Faust {
71*c217d954SCole Faust     /** Constructor
72*c217d954SCole Faust      *
73*c217d954SCole Faust      * @param[in] op               Element-wise operation to perform
74*c217d954SCole Faust      * @param[in] out_quant_info   (Optional) Output quantization information. Defaults to empty @ref QuantizationInfo
75*c217d954SCole Faust      * @param[in] c_policy         (Optional) Convert policy used for the operation. Defaults to @ref ConvertPolicy::SATURATE
76*c217d954SCole Faust      * @param[in] r_policy         (Optional) Rounding policy used for the operation. Defaults to @ref RoundingPolicy::TO_ZERO
77*c217d954SCole Faust      * @param[in] fused_activation (Optional) Fused activation information. Defaults to empty (identity) @ref ActivationLayerInfo
78*c217d954SCole Faust      */
79*c217d954SCole Faust     EltwiseLayerDescriptor(EltwiseOperation op, QuantizationInfo out_quant_info = QuantizationInfo(), ConvertPolicy c_policy = ConvertPolicy::SATURATE, RoundingPolicy r_policy = RoundingPolicy::TO_ZERO,
80*c217d954SCole Faust                            ActivationLayerInfo fused_activation = ActivationLayerInfo())
opEltwiseLayerDescriptor81*c217d954SCole Faust         : op(op), out_quant_info(out_quant_info), c_policy(c_policy), r_policy(r_policy), fused_activation(fused_activation)
82*c217d954SCole Faust     {
83*c217d954SCole Faust     }
84*c217d954SCole Faust 
85*c217d954SCole Faust     EltwiseOperation    op;               /**< Element-wise operation to perform */
86*c217d954SCole Faust     QuantizationInfo    out_quant_info;   /**< Output quantization information */
87*c217d954SCole Faust     ConvertPolicy       c_policy;         /**< Convert policy */
88*c217d954SCole Faust     RoundingPolicy      r_policy;         /**< Rounding policy */
89*c217d954SCole Faust     ActivationLayerInfo fused_activation; /**< Fused activation info */
90*c217d954SCole Faust };
91*c217d954SCole Faust 
92*c217d954SCole Faust /** Unary Elementwise layer descriptor */
93*c217d954SCole Faust struct UnaryEltwiseLayerDescriptor
94*c217d954SCole Faust {
95*c217d954SCole Faust     /** Constructor
96*c217d954SCole Faust      *
97*c217d954SCole Faust      * @param[in] op               Unary element-wise operation to perform
98*c217d954SCole Faust      * @param[in] out_quant_info   (Optional) Output quantization information. Defaults to empty @ref QuantizationInfo
99*c217d954SCole Faust      * @param[in] c_policy         (Optional) Convert policy used for the operation. Defaults to @ref ConvertPolicy::SATURATE
100*c217d954SCole Faust      * @param[in] r_policy         (Optional) Rounding policy used for the operation. Defaults to @ref RoundingPolicy::TO_ZERO
101*c217d954SCole Faust      * @param[in] fused_activation (Optional) Fused activation information. Defaults to empty (identity) @ref ActivationLayerInfo
102*c217d954SCole Faust      */
103*c217d954SCole Faust     UnaryEltwiseLayerDescriptor(UnaryEltwiseOperation op, QuantizationInfo out_quant_info = QuantizationInfo(), ConvertPolicy c_policy = ConvertPolicy::SATURATE,
104*c217d954SCole Faust                                 RoundingPolicy      r_policy         = RoundingPolicy::TO_ZERO,
105*c217d954SCole Faust                                 ActivationLayerInfo fused_activation = ActivationLayerInfo())
opUnaryEltwiseLayerDescriptor106*c217d954SCole Faust         : op(op), out_quant_info(out_quant_info), c_policy(c_policy), r_policy(r_policy), fused_activation(fused_activation)
107*c217d954SCole Faust     {
108*c217d954SCole Faust     }
109*c217d954SCole Faust 
110*c217d954SCole Faust     UnaryEltwiseOperation op;               /**< Unary element-wise operation to perform */
111*c217d954SCole Faust     QuantizationInfo      out_quant_info;   /**< Output quantization information */
112*c217d954SCole Faust     ConvertPolicy         c_policy;         /**< Convert policy */
113*c217d954SCole Faust     RoundingPolicy        r_policy;         /**< Rounding policy */
114*c217d954SCole Faust     ActivationLayerInfo   fused_activation; /**< Fused activation info */
115*c217d954SCole Faust };
116*c217d954SCole Faust 
117*c217d954SCole Faust /** Deconvolution layer descriptor */
118*c217d954SCole Faust struct DeconvolutionLayerDescriptor
119*c217d954SCole Faust {
120*c217d954SCole Faust     /** Constructor
121*c217d954SCole Faust      *
122*c217d954SCole Faust      * @param[in] info           Dedonvolution layer attributes
123*c217d954SCole Faust      * @param[in] out_quant_info (Optional) Output quantization infomation
124*c217d954SCole Faust      */
125*c217d954SCole Faust     DeconvolutionLayerDescriptor(PadStrideInfo info, QuantizationInfo out_quant_info = QuantizationInfo())
infoDeconvolutionLayerDescriptor126*c217d954SCole Faust         : info(info), out_quant_info(out_quant_info)
127*c217d954SCole Faust     {
128*c217d954SCole Faust     }
129*c217d954SCole Faust 
130*c217d954SCole Faust     PadStrideInfo    info;           /**< Padding and stride information */
131*c217d954SCole Faust     QuantizationInfo out_quant_info; /**< Output quantization information */
132*c217d954SCole Faust };
133*c217d954SCole Faust } // namespace descriptor
134*c217d954SCole Faust } // namespace graph
135*c217d954SCole Faust } // namespace arm_compute
136*c217d954SCole Faust #endif /* ARM_COMPUTE_LAYER_DESCRIPTORS_H */