Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2022 Arm Limited. |
| 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/runtime/CL/functions/CLIndirectConvolutionLayer.h" |
| 25 | |
| 26 | #include "arm_compute/core/CL/ICLTensor.h" |
| 27 | #include "arm_compute/core/Utils.h" |
| 28 | #include "arm_compute/core/Validate.h" |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 29 | |
| 30 | #include "src/common/utils/Log.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 31 | #include "src/gpu/cl/operators/ClIndirectConv2d.h" |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | struct CLIndirectConvolutionLayer::Impl |
| 36 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 37 | const ICLTensor *src{nullptr}; |
| 38 | const ICLTensor *weights{nullptr}; |
| 39 | const ICLTensor *biases{nullptr}; |
| 40 | ICLTensor *dst{nullptr}; |
| 41 | std::unique_ptr<opencl::ClIndirectConv2d> op{nullptr}; |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 42 | }; |
| 43 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 44 | CLIndirectConvolutionLayer::CLIndirectConvolutionLayer() : _impl(std::make_unique<Impl>()) |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 45 | { |
| 46 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 47 | CLIndirectConvolutionLayer::CLIndirectConvolutionLayer(CLIndirectConvolutionLayer &&) = default; |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 48 | CLIndirectConvolutionLayer &CLIndirectConvolutionLayer::operator=(CLIndirectConvolutionLayer &&) = default; |
| 49 | CLIndirectConvolutionLayer::~CLIndirectConvolutionLayer() = default; |
| 50 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 51 | void CLIndirectConvolutionLayer::configure(ICLTensor *input, |
| 52 | const ICLTensor *weights, |
| 53 | const ICLTensor *biases, |
| 54 | ICLTensor *output, |
| 55 | const PadStrideInfo &conv_info, |
| 56 | const ActivationLayerInfo &act_info) |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 57 | { |
| 58 | configure(CLKernelLibrary::get().get_compile_context(), input, weights, biases, output, conv_info, act_info); |
| 59 | } |
| 60 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 61 | void CLIndirectConvolutionLayer::configure(const CLCompileContext &compile_context, |
| 62 | ICLTensor *input, |
| 63 | const ICLTensor *weights, |
| 64 | const ICLTensor *biases, |
| 65 | ICLTensor *output, |
| 66 | const PadStrideInfo &conv_info, |
| 67 | const ActivationLayerInfo &act_info) |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 68 | { |
| 69 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, weights, output); |
| 70 | ARM_COMPUTE_LOG_PARAMS(input, weights, biases, output, conv_info, act_info); |
| 71 | |
| 72 | _impl->src = input; |
| 73 | _impl->weights = weights; |
| 74 | _impl->biases = biases; |
| 75 | _impl->dst = output; |
| 76 | _impl->op = std::make_unique<opencl::ClIndirectConv2d>(); |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 77 | _impl->op->configure(compile_context, input->info(), weights->info(), |
| 78 | (biases != nullptr) ? biases->info() : nullptr, output->info(), conv_info, act_info); |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 79 | } |
| 80 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 81 | Status CLIndirectConvolutionLayer::validate(const ITensorInfo *input, |
| 82 | const ITensorInfo *weights, |
| 83 | const ITensorInfo *biases, |
| 84 | const ITensorInfo *output, |
| 85 | const PadStrideInfo &conv_info, |
Gian Marco Iodice | 76335eb | 2022-11-17 11:03:39 +0000 | [diff] [blame] | 86 | const ActivationLayerInfo &act_info) |
| 87 | { |
| 88 | return opencl::ClIndirectConv2d::validate(input, weights, biases, output, conv_info, act_info); |
| 89 | } |
| 90 | |
| 91 | void CLIndirectConvolutionLayer::run() |
| 92 | { |
| 93 | ITensorPack pack; |
| 94 | pack.add_tensor(TensorType::ACL_SRC, _impl->src); |
| 95 | pack.add_tensor(TensorType::ACL_SRC_1, _impl->weights); |
| 96 | pack.add_tensor(TensorType::ACL_SRC_2, _impl->biases); |
| 97 | pack.add_tensor(TensorType::ACL_DST, _impl->dst); |
| 98 | _impl->op->run(pack); |
| 99 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 100 | } // namespace arm_compute |