Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 1 | /* |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +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/CLSpaceToBatchLayer.h" |
| 26 | |
| 27 | #include "arm_compute/core/Error.h" |
| 28 | #include "arm_compute/core/TensorInfo.h" |
| 29 | #include "arm_compute/core/Types.h" |
| 30 | #include "arm_compute/core/Validate.h" |
| 31 | #include "arm_compute/runtime/CL/CLScheduler.h" |
| 32 | |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 33 | #include "src/common/utils/Log.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 34 | #include "src/core/CL/kernels/CLSpaceToBatchLayerKernel.h" |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 35 | |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 36 | namespace arm_compute |
| 37 | { |
| 38 | CLSpaceToBatchLayer::CLSpaceToBatchLayer() |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 39 | : _space_to_batch_kernel(std::make_unique<CLSpaceToBatchLayerKernel>()), _fill(), _has_padding(false) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 40 | { |
| 41 | } |
| 42 | |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 43 | CLSpaceToBatchLayer::~CLSpaceToBatchLayer() = default; |
| 44 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 45 | void CLSpaceToBatchLayer::configure(const ICLTensor *input, |
| 46 | const ICLTensor *block_shape, |
| 47 | const ICLTensor *paddings, |
| 48 | ICLTensor *output) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 49 | { |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 50 | configure(CLKernelLibrary::get().get_compile_context(), input, block_shape, paddings, output); |
| 51 | } |
| 52 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 53 | void CLSpaceToBatchLayer::configure(const CLCompileContext &compile_context, |
| 54 | const ICLTensor *input, |
| 55 | const ICLTensor *block_shape, |
| 56 | const ICLTensor *paddings, |
| 57 | ICLTensor *output) |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 58 | { |
Isabella Gottardi | cc6129c | 2018-12-14 11:40:40 +0000 | [diff] [blame] | 59 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, block_shape, paddings, output); |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 60 | ARM_COMPUTE_LOG_PARAMS(input, block_shape, paddings, output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 61 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 62 | if (input->info()->tensor_shape().total_size() != output->info()->tensor_shape().total_size()) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 63 | { |
| 64 | _has_padding = true; |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 65 | _fill.configure(compile_context, output, |
| 66 | PixelValue(0, input->info()->data_type(), input->info()->quantization_info())); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 67 | } |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 68 | _space_to_batch_kernel->configure(compile_context, input, block_shape, paddings, output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 69 | } |
| 70 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 71 | void CLSpaceToBatchLayer::configure(const ICLTensor *input, |
| 72 | const int block_shape_x, |
| 73 | const int block_shape_y, |
| 74 | const Size2D &padding_left, |
| 75 | const Size2D &padding_right, |
| 76 | ICLTensor *output) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 77 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 78 | configure(CLKernelLibrary::get().get_compile_context(), input, block_shape_x, block_shape_y, padding_left, |
| 79 | padding_right, output); |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 80 | } |
| 81 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 82 | void CLSpaceToBatchLayer::configure(const CLCompileContext &compile_context, |
| 83 | const ICLTensor *input, |
| 84 | const int block_shape_x, |
| 85 | const int block_shape_y, |
| 86 | const Size2D &padding_left, |
| 87 | const Size2D &padding_right, |
| 88 | ICLTensor *output) |
Manuel Bottini | 2b84be5 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 89 | { |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 90 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); |
ramelg01 | 6d89157 | 2021-09-29 10:05:09 +0100 | [diff] [blame] | 91 | ARM_COMPUTE_LOG_PARAMS(input, block_shape_x, block_shape_y, padding_left, padding_right, output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 92 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 93 | if (input->info()->tensor_shape().total_size() != output->info()->tensor_shape().total_size()) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 94 | { |
| 95 | _has_padding = true; |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 96 | _fill.configure(compile_context, output, |
| 97 | PixelValue(0, input->info()->data_type(), input->info()->quantization_info())); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 98 | } |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 99 | _space_to_batch_kernel->configure(compile_context, input, block_shape_x, block_shape_y, padding_left, padding_right, |
| 100 | output); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 101 | } |
| 102 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 103 | Status CLSpaceToBatchLayer::validate(const ITensorInfo *input, |
| 104 | const ITensorInfo *block_shape, |
| 105 | const ITensorInfo *paddings, |
| 106 | const ITensorInfo *output) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 107 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 108 | ARM_COMPUTE_RETURN_ON_ERROR( |
| 109 | CLFill::validate(output, PixelValue(0, input->data_type(), input->quantization_info()))); |
Isabella Gottardi | cc6129c | 2018-12-14 11:40:40 +0000 | [diff] [blame] | 110 | ARM_COMPUTE_RETURN_ON_ERROR(CLSpaceToBatchLayerKernel::validate(input, block_shape, paddings, output)); |
| 111 | |
| 112 | return Status{}; |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 113 | } |
| 114 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 115 | Status CLSpaceToBatchLayer::validate(const ITensorInfo *input, |
| 116 | const int block_shape_x, |
| 117 | const int block_shape_y, |
| 118 | const Size2D &padding_left, |
| 119 | const Size2D &padding_right, |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 120 | const ITensorInfo *output) |
| 121 | { |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 122 | ARM_COMPUTE_RETURN_ON_ERROR( |
| 123 | CLFill::validate(output, PixelValue(0, input->data_type(), input->quantization_info()))); |
| 124 | ARM_COMPUTE_RETURN_ON_ERROR( |
| 125 | CLSpaceToBatchLayerKernel::validate(input, block_shape_x, block_shape_y, padding_left, padding_right, output)); |
Isabella Gottardi | cc6129c | 2018-12-14 11:40:40 +0000 | [diff] [blame] | 126 | |
| 127 | return Status{}; |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 128 | } |
| 129 | |
| 130 | void CLSpaceToBatchLayer::run() |
| 131 | { |
| 132 | // Zero out output only if we have paddings |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame^] | 133 | if (_has_padding) |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 134 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 135 | //CLScheduler::get().enqueue(*_fill, true); |
| 136 | _fill.run(); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 137 | } |
Sang-Hoon Park | bef7fa2 | 2020-10-21 15:58:54 +0100 | [diff] [blame] | 138 | CLScheduler::get().enqueue(*_space_to_batch_kernel, true); |
Michalis Spyrou | 16934a5 | 2018-08-21 18:03:58 +0100 | [diff] [blame] | 139 | } |
| 140 | } // namespace arm_compute |