Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 1 | /* |
Manuel Bottini | 21c2895 | 2021-04-08 12:50:12 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2021 Arm Limited. |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 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 | |
| 25 | #include "arm_compute/runtime/CL/functions/CLNormalizationLayer.h" |
| 26 | |
| 27 | #include "arm_compute/core/Error.h" |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 28 | #include "arm_compute/core/PixelValue.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 29 | #include "arm_compute/core/TensorInfo.h" |
| 30 | #include "arm_compute/core/Types.h" |
| 31 | #include "arm_compute/core/Validate.h" |
| 32 | #include "arm_compute/runtime/CL/CLScheduler.h" |
| 33 | |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 34 | #include "src/common/utils/Log.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 35 | #include "src/core/CL/kernels/CLFillBorderKernel.h" |
| 36 | #include "src/core/CL/kernels/CLNormalizationLayerKernel.h" |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 37 | |
Manuel Bottini | 21c2895 | 2021-04-08 12:50:12 +0100 | [diff] [blame] | 38 | namespace arm_compute |
| 39 | { |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 40 | CLNormalizationLayer::CLNormalizationLayer() |
Georgios Pinitas | 40f51a6 | 2020-11-21 03:04:18 +0000 | [diff] [blame] | 41 | : _norm_kernel(std::make_unique<CLNormalizationLayerKernel>()), |
| 42 | _border_handler(std::make_unique<CLFillBorderKernel>()) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 43 | { |
| 44 | } |
| 45 | |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 46 | CLNormalizationLayer::~CLNormalizationLayer() = default; |
| 47 | |
Anthony Barbier | 7068f99 | 2017-10-26 15:23:08 +0100 | [diff] [blame] | 48 | void CLNormalizationLayer::configure(ICLTensor *input, ICLTensor *output, const NormalizationLayerInfo &norm_info) |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 49 | { |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 50 | configure(CLKernelLibrary::get().get_compile_context(), input, output, norm_info); |
| 51 | } |
| 52 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 53 | void CLNormalizationLayer::configure(const CLCompileContext &compile_context, |
| 54 | ICLTensor *input, |
| 55 | ICLTensor *output, |
| 56 | const NormalizationLayerInfo &norm_info) |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 57 | { |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 58 | ARM_COMPUTE_ERROR_ON(input == nullptr); |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 59 | ARM_COMPUTE_LOG_PARAMS(input, output, norm_info); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 60 | |
Gian Marco Iodice | d60a6b9 | 2017-08-10 10:43:40 +0100 | [diff] [blame] | 61 | // Configure normalization kernel |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 62 | _norm_kernel->configure(compile_context, input, output, norm_info); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 63 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 64 | if (!_norm_kernel->border_size().empty()) |
Manuel Bottini | 21c2895 | 2021-04-08 12:50:12 +0100 | [diff] [blame] | 65 | { |
| 66 | // Fill the border by 3 elements since we need vload4 in the IN_MAP normalization kernel |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 67 | _border_handler->configure(compile_context, input, _norm_kernel->border_size(), BorderMode::CONSTANT, |
| 68 | PixelValue()); |
Manuel Bottini | 21c2895 | 2021-04-08 12:50:12 +0100 | [diff] [blame] | 69 | } |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 70 | } |
| 71 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 72 | Status CLNormalizationLayer::validate(const ITensorInfo *input, |
| 73 | const ITensorInfo *output, |
| 74 | const NormalizationLayerInfo &norm_info) |
Georgios Pinitas | 30902ed | 2017-11-14 15:32:57 +0000 | [diff] [blame] | 75 | { |
| 76 | return CLNormalizationLayerKernel::validate(input, output, norm_info); |
| 77 | } |
| 78 | |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 79 | void CLNormalizationLayer::run() |
| 80 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 81 | if (!_norm_kernel->border_size().empty()) |
Manuel Bottini | 21c2895 | 2021-04-08 12:50:12 +0100 | [diff] [blame] | 82 | { |
| 83 | // Run border handler |
| 84 | CLScheduler::get().enqueue(*_border_handler, false); |
| 85 | } |
Gian Marco Iodice | d60a6b9 | 2017-08-10 10:43:40 +0100 | [diff] [blame] | 86 | |
| 87 | // Run normalization kernel |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 88 | CLScheduler::get().enqueue(*_norm_kernel); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 89 | } |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 90 | } // namespace arm_compute |