xref: /aosp_15_r20/external/ComputeLibrary/src/cpu/kernels/CpuActivationKernel.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2017-2022 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_CPU_ACTIVATION_KERNEL_H
25*c217d954SCole Faust #define ARM_COMPUTE_CPU_ACTIVATION_KERNEL_H
26*c217d954SCole Faust 
27*c217d954SCole Faust #include "src/core/common/Macros.h"
28*c217d954SCole Faust #include "src/cpu/ICpuKernel.h"
29*c217d954SCole Faust 
30*c217d954SCole Faust namespace arm_compute
31*c217d954SCole Faust {
32*c217d954SCole Faust namespace cpu
33*c217d954SCole Faust {
34*c217d954SCole Faust namespace kernels
35*c217d954SCole Faust {
36*c217d954SCole Faust /** Interface for the activation kernel */
37*c217d954SCole Faust class CpuActivationKernel : public ICpuKernel<CpuActivationKernel>
38*c217d954SCole Faust {
39*c217d954SCole Faust private:
40*c217d954SCole Faust     using ActivationKernelPtr = std::add_pointer<void(const ITensor *, ITensor *, const ActivationLayerInfo &, const Window &)>::type;
41*c217d954SCole Faust 
42*c217d954SCole Faust public:
43*c217d954SCole Faust     CpuActivationKernel() = default;
44*c217d954SCole Faust     ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuActivationKernel);
45*c217d954SCole Faust     /** Configure kernel for a given list of arguments
46*c217d954SCole Faust      *
47*c217d954SCole Faust      * @note If the output tensor is a nullptr, the activation function will be performed in-place
48*c217d954SCole Faust      *
49*c217d954SCole Faust      * @param[in, out] src             Source tensor info. In case of @p dst tensor = nullptr, this tensor will store the result
50*c217d954SCole Faust      *                                 of the activation function. Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM16/F16/F32.
51*c217d954SCole Faust      * @param[out]     dst             Destination tensor info. Data type supported: same as @p src
52*c217d954SCole Faust      * @param[in]      activation_info Activation layer information.
53*c217d954SCole Faust      */
54*c217d954SCole Faust     void configure(const ITensorInfo *src, ITensorInfo *dst, ActivationLayerInfo activation_info);
55*c217d954SCole Faust     /** Static function to check if given info will lead to a valid configuration
56*c217d954SCole Faust      *
57*c217d954SCole Faust      * Similar to CpuActivationKernel::configure()
58*c217d954SCole Faust      *
59*c217d954SCole Faust      * @return a status
60*c217d954SCole Faust      */
61*c217d954SCole Faust     static Status validate(const ITensorInfo *src, const ITensorInfo *dst, const ActivationLayerInfo &act_info);
62*c217d954SCole Faust 
63*c217d954SCole Faust     /** Return minimum workload size of the relevant kernel
64*c217d954SCole Faust      *
65*c217d954SCole Faust      * @param[in] platform     The CPU platform used to create the context.
66*c217d954SCole Faust      * @param[in] thread_count Number of threads in the execution.
67*c217d954SCole Faust      *
68*c217d954SCole Faust      * @return[out] small_network_mws          Minimum workload size for requsted configuration.
69*c217d954SCole Faust      */
70*c217d954SCole Faust     size_t get_mws(const CPUInfo &platform, size_t thread_count) const override;
71*c217d954SCole Faust 
72*c217d954SCole Faust     // Inherited methods overridden:
73*c217d954SCole Faust     void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override;
74*c217d954SCole Faust     const char *name() const override;
75*c217d954SCole Faust 
76*c217d954SCole Faust     /** Get the preferred dimension in which the scheduler splits the work into multiple jobs.
77*c217d954SCole Faust      *
78*c217d954SCole Faust      * @return The split dimension hint.
79*c217d954SCole Faust      */
get_split_dimension_hint()80*c217d954SCole Faust     size_t get_split_dimension_hint() const
81*c217d954SCole Faust     {
82*c217d954SCole Faust         return _split_dimension;
83*c217d954SCole Faust     }
84*c217d954SCole Faust 
85*c217d954SCole Faust     struct ActivationKernel
86*c217d954SCole Faust     {
87*c217d954SCole Faust         const char                                *name;
88*c217d954SCole Faust         const ActivationDataTypeISASelectorDataPtr is_selected;
89*c217d954SCole Faust         ActivationKernelPtr                        ukernel;
90*c217d954SCole Faust     };
91*c217d954SCole Faust 
92*c217d954SCole Faust     static const std::vector<ActivationKernel> &get_available_kernels();
93*c217d954SCole Faust 
94*c217d954SCole Faust private:
95*c217d954SCole Faust     ActivationLayerInfo _act_info{};
96*c217d954SCole Faust     ActivationKernelPtr _run_method{ nullptr };
97*c217d954SCole Faust     size_t              _split_dimension{ Window::DimY };
98*c217d954SCole Faust     std::string         _name{};
99*c217d954SCole Faust };
100*c217d954SCole Faust } // namespace kernels
101*c217d954SCole Faust } // namespace cpu
102*c217d954SCole Faust } // namespace arm_compute
103*c217d954SCole Faust #endif /* ARM_COMPUTE_CPU_ACTIVATION_KERNEL_H */
104