xref: /aosp_15_r20/external/ComputeLibrary/arm_compute/runtime/IWeightsManager.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2019, 2021 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 
25*c217d954SCole Faust #ifndef ARM_COMPUTE_IWEIGHTSMANAGER_H
26*c217d954SCole Faust #define ARM_COMPUTE_IWEIGHTSMANAGER_H
27*c217d954SCole Faust 
28*c217d954SCole Faust #include "arm_compute/core/ITensor.h"
29*c217d954SCole Faust #include "arm_compute/runtime/ITransformWeights.h"
30*c217d954SCole Faust 
31*c217d954SCole Faust #include <map>
32*c217d954SCole Faust 
33*c217d954SCole Faust namespace arm_compute
34*c217d954SCole Faust {
35*c217d954SCole Faust /** Weights manager interface to handle weights transformations */
36*c217d954SCole Faust class IWeightsManager
37*c217d954SCole Faust {
38*c217d954SCole Faust public:
39*c217d954SCole Faust     /** Constructor */
40*c217d954SCole Faust     IWeightsManager();
41*c217d954SCole Faust     /** Default Destructor */
42*c217d954SCole Faust     virtual ~IWeightsManager() = default;
43*c217d954SCole Faust     /** Prevent instances of this class to be copy constructed */
44*c217d954SCole Faust     IWeightsManager(const IWeightsManager &) = delete;
45*c217d954SCole Faust     /** Prevent instances of this class to be copied */
46*c217d954SCole Faust     IWeightsManager &operator=(const IWeightsManager &) = delete;
47*c217d954SCole Faust     /** Allow instances of this class to be move constructed */
48*c217d954SCole Faust     IWeightsManager(IWeightsManager &&) = default;
49*c217d954SCole Faust     /** Allow instances of this class to be moved */
50*c217d954SCole Faust     IWeightsManager &operator=(IWeightsManager &&) = default;
51*c217d954SCole Faust 
52*c217d954SCole Faust     /** Start managing a weights tensor
53*c217d954SCole Faust      *
54*c217d954SCole Faust      * @param[in] weights Pointer to the weights tensor to be managed
55*c217d954SCole Faust      * @param[in] parent  Parent node in case where the weights are coming from a previous reshape function
56*c217d954SCole Faust      */
57*c217d954SCole Faust     void manage(const ITensor *weights, ITransformWeights *parent = nullptr);
58*c217d954SCole Faust     /** Run the reshape function.
59*c217d954SCole Faust      *
60*c217d954SCole Faust      * @param[in] weights           Pointer to the weights tensor we want to reshape
61*c217d954SCole Faust      * @param[in] weights_transform Weights transformation object
62*c217d954SCole Faust      *
63*c217d954SCole Faust      * @return The reshaped tensor
64*c217d954SCole Faust      */
65*c217d954SCole Faust     ITensor *run(const ITensor *weights, ITransformWeights *weights_transform);
66*c217d954SCole Faust     /** Acquire the requested reshape tensor of the selected weights
67*c217d954SCole Faust      *
68*c217d954SCole Faust      * @param[in] weights           Pointer to the weights tensor to be managed
69*c217d954SCole Faust      * @param[in] weights_transform Weights transformation object
70*c217d954SCole Faust      */
71*c217d954SCole Faust     ITensor *acquire(const ITensor *weights, ITransformWeights *weights_transform);
72*c217d954SCole Faust     /** Check if the weights are managed
73*c217d954SCole Faust      *
74*c217d954SCole Faust      * @param[in] weights Pointer to the weights tensor we want to check if managed
75*c217d954SCole Faust      *
76*c217d954SCole Faust      * @return True if the weights tensor is managed else false
77*c217d954SCole Faust      */
78*c217d954SCole Faust     bool are_weights_managed(const ITensor *weights);
79*c217d954SCole Faust     /** Release weights refcount and mark as unused if reaches 0
80*c217d954SCole Faust      *
81*c217d954SCole Faust      * @param[in] weights Weights to release
82*c217d954SCole Faust      */
83*c217d954SCole Faust     void release(const ITensor *weights);
84*c217d954SCole Faust     /** Pre-mark the weights as unused. The weights tensor will get marked as unused only when the counter goes to 0
85*c217d954SCole Faust      *
86*c217d954SCole Faust      * @param weights Weights to mark unused
87*c217d954SCole Faust      */
88*c217d954SCole Faust     void pre_mark_as_unused(const ITensor *weights);
89*c217d954SCole Faust 
90*c217d954SCole Faust private:
91*c217d954SCole Faust     struct CounterElement
92*c217d954SCole Faust     {
93*c217d954SCole Faust         bool             is_unused{ false };
94*c217d954SCole Faust         std::atomic<int> counter{ 1 };
95*c217d954SCole Faust     };
96*c217d954SCole Faust 
97*c217d954SCole Faust private:
98*c217d954SCole Faust     std::map<const ITensor *, std::vector<ITransformWeights *>> _managed_weights;
99*c217d954SCole Faust     std::map<const ITensor *, CounterElement>                   _managed_counter;
100*c217d954SCole Faust     std::map<const ITensor *, ITransformWeights *>              _managed_weights_parents;
101*c217d954SCole Faust };
102*c217d954SCole Faust } // arm_compute
103*c217d954SCole Faust #endif /*ARM_COMPUTE_IWEIGHTSMANAGER_H */