xref: /aosp_15_r20/external/ComputeLibrary/src/runtime/CL/functions/CLDirectConvolutionLayer.cpp (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2017-2021 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 #include "arm_compute/runtime/CL/functions/CLDirectConvolutionLayer.h"
25*c217d954SCole Faust 
26*c217d954SCole Faust #include "arm_compute/core/CL/ICLTensor.h"
27*c217d954SCole Faust #include "arm_compute/core/PixelValue.h"
28*c217d954SCole Faust #include "arm_compute/core/Utils.h"
29*c217d954SCole Faust #include "arm_compute/core/Validate.h"
30*c217d954SCole Faust #include "arm_compute/runtime/CL/CLScheduler.h"
31*c217d954SCole Faust #include "src/gpu/cl/operators/ClActivation.h"
32*c217d954SCole Faust #include "src/gpu/cl/operators/ClDirectConv2d.h"
33*c217d954SCole Faust 
34*c217d954SCole Faust #include "src/common/utils/Log.h"
35*c217d954SCole Faust 
36*c217d954SCole Faust namespace arm_compute
37*c217d954SCole Faust {
38*c217d954SCole Faust struct CLDirectConvolutionLayer::Impl
39*c217d954SCole Faust {
40*c217d954SCole Faust     const ICLTensor                        *src{ nullptr };
41*c217d954SCole Faust     const ICLTensor                        *weights{ nullptr };
42*c217d954SCole Faust     const ICLTensor                        *biases{ nullptr };
43*c217d954SCole Faust     ICLTensor                              *dst{ nullptr };
44*c217d954SCole Faust     std::unique_ptr<opencl::ClDirectConv2d> op{ nullptr };
45*c217d954SCole Faust };
46*c217d954SCole Faust 
CLDirectConvolutionLayer()47*c217d954SCole Faust CLDirectConvolutionLayer::CLDirectConvolutionLayer()
48*c217d954SCole Faust     : _impl(std::make_unique<Impl>())
49*c217d954SCole Faust {
50*c217d954SCole Faust }
51*c217d954SCole Faust CLDirectConvolutionLayer::CLDirectConvolutionLayer(CLDirectConvolutionLayer &&) = default;
52*c217d954SCole Faust CLDirectConvolutionLayer &CLDirectConvolutionLayer::operator=(CLDirectConvolutionLayer &&) = default;
53*c217d954SCole Faust CLDirectConvolutionLayer::~CLDirectConvolutionLayer()                                      = default;
54*c217d954SCole Faust 
configure(ICLTensor * input,const ICLTensor * weights,const ICLTensor * biases,ICLTensor * output,const PadStrideInfo & conv_info,const ActivationLayerInfo & act_info)55*c217d954SCole Faust void CLDirectConvolutionLayer::configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info)
56*c217d954SCole Faust {
57*c217d954SCole Faust     configure(CLKernelLibrary::get().get_compile_context(), input, weights, biases, output, conv_info, act_info);
58*c217d954SCole Faust }
59*c217d954SCole Faust 
configure(const CLCompileContext & compile_context,ICLTensor * input,const ICLTensor * weights,const ICLTensor * biases,ICLTensor * output,const PadStrideInfo & conv_info,const ActivationLayerInfo & act_info)60*c217d954SCole Faust void CLDirectConvolutionLayer::configure(const CLCompileContext &compile_context, ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output,
61*c217d954SCole Faust                                          const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info)
62*c217d954SCole Faust {
63*c217d954SCole Faust     ARM_COMPUTE_ERROR_ON_NULLPTR(input, weights, output);
64*c217d954SCole Faust     ARM_COMPUTE_LOG_PARAMS(input, weights, biases, output, conv_info, act_info);
65*c217d954SCole Faust 
66*c217d954SCole Faust     _impl->src     = input;
67*c217d954SCole Faust     _impl->weights = weights;
68*c217d954SCole Faust     _impl->biases  = biases;
69*c217d954SCole Faust     _impl->dst     = output;
70*c217d954SCole Faust 
71*c217d954SCole Faust     _impl->op = std::make_unique<opencl::ClDirectConv2d>();
72*c217d954SCole Faust     _impl->op->configure(compile_context, input->info(), weights->info(), (biases != nullptr) ? biases->info() : nullptr, output->info(), conv_info, act_info);
73*c217d954SCole Faust }
74*c217d954SCole Faust 
validate(const ITensorInfo * input,const ITensorInfo * weights,const ITensorInfo * biases,const ITensorInfo * output,const PadStrideInfo & conv_info,const ActivationLayerInfo & act_info)75*c217d954SCole Faust Status CLDirectConvolutionLayer::validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info,
76*c217d954SCole Faust                                           const ActivationLayerInfo &act_info)
77*c217d954SCole Faust {
78*c217d954SCole Faust     return opencl::ClDirectConv2d::validate(input, weights, biases, output, conv_info, act_info);
79*c217d954SCole Faust }
80*c217d954SCole Faust 
run()81*c217d954SCole Faust void CLDirectConvolutionLayer::run()
82*c217d954SCole Faust {
83*c217d954SCole Faust     ITensorPack pack;
84*c217d954SCole Faust     pack.add_tensor(TensorType::ACL_SRC, _impl->src);
85*c217d954SCole Faust     pack.add_tensor(TensorType::ACL_SRC_1, _impl->weights);
86*c217d954SCole Faust     pack.add_tensor(TensorType::ACL_SRC_2, _impl->biases);
87*c217d954SCole Faust     pack.add_tensor(TensorType::ACL_DST, _impl->dst);
88*c217d954SCole Faust     _impl->op->run(pack);
89*c217d954SCole Faust }
90*c217d954SCole Faust }
91