giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 1 | /* |
Georgios Pinitas | 0f7ef8a | 2021-01-10 04:23:52 +0000 | [diff] [blame] | 2 | * Copyright (c) 2019-2021 Arm Limited. |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [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/NEON/functions/NESpaceToBatchLayer.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/NEON/NEScheduler.h" |
Georgios Pinitas | 0f7ef8a | 2021-01-10 04:23:52 +0000 | [diff] [blame] | 32 | #include "arm_compute/runtime/NEON/functions/NEFill.h" |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 33 | #include "src/core/NEON/kernels/NESpaceToBatchLayerKernel.h" |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 34 | |
| 35 | namespace arm_compute |
| 36 | { |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 37 | NESpaceToBatchLayer::~NESpaceToBatchLayer() = default; |
| 38 | |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 39 | NESpaceToBatchLayer::NESpaceToBatchLayer() |
Georgios Pinitas | 0f7ef8a | 2021-01-10 04:23:52 +0000 | [diff] [blame] | 40 | : _space_to_batch_kernel(), _fill_f(), _has_padding(false) |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 41 | { |
| 42 | } |
| 43 | |
| 44 | void NESpaceToBatchLayer::configure(const ITensor *input, const ITensor *block_shape, const ITensor *paddings, ITensor *output) |
| 45 | { |
| 46 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, block_shape, paddings, output); |
| 47 | |
| 48 | if(input->info()->tensor_shape().total_size() != output->info()->tensor_shape().total_size()) |
| 49 | { |
Georgios Pinitas | 0f7ef8a | 2021-01-10 04:23:52 +0000 | [diff] [blame] | 50 | _has_padding = true; |
| 51 | _fill_f = std::make_unique<NEFill>(); |
| 52 | _fill_f->configure(output, PixelValue(0, input->info()->data_type(), input->info()->quantization_info())); |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 53 | } |
Georgios Pinitas | 40f51a6 | 2020-11-21 03:04:18 +0000 | [diff] [blame] | 54 | _space_to_batch_kernel = std::make_unique<NESpaceToBatchLayerKernel>(); |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 55 | _space_to_batch_kernel->configure(input, block_shape, paddings, output); |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 56 | } |
| 57 | |
| 58 | void NESpaceToBatchLayer::configure(const ITensor *input, const int block_shape_x, const int block_shape_y, const Size2D &padding_left, const Size2D &padding_right, ITensor *output) |
| 59 | { |
| 60 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); |
| 61 | |
| 62 | if(input->info()->tensor_shape().total_size() != output->info()->tensor_shape().total_size()) |
| 63 | { |
Georgios Pinitas | 0f7ef8a | 2021-01-10 04:23:52 +0000 | [diff] [blame] | 64 | _has_padding = true; |
| 65 | _fill_f = std::make_unique<NEFill>(); |
| 66 | _fill_f->configure(output, PixelValue(0, input->info()->data_type(), input->info()->quantization_info())); |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 67 | } |
Georgios Pinitas | 40f51a6 | 2020-11-21 03:04:18 +0000 | [diff] [blame] | 68 | _space_to_batch_kernel = std::make_unique<NESpaceToBatchLayerKernel>(); |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 69 | _space_to_batch_kernel->configure(input, block_shape_x, block_shape_y, padding_left, padding_right, output); |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 70 | } |
| 71 | |
| 72 | Status NESpaceToBatchLayer::validate(const ITensorInfo *input, const ITensorInfo *block_shape, const ITensorInfo *paddings, const ITensorInfo *output) |
| 73 | { |
| 74 | ARM_COMPUTE_RETURN_ON_ERROR(NESpaceToBatchLayerKernel::validate(input, block_shape, paddings, output)); |
| 75 | |
| 76 | return Status{}; |
| 77 | } |
| 78 | |
| 79 | Status NESpaceToBatchLayer::validate(const ITensorInfo *input, const int block_shape_x, const int block_shape_y, const Size2D &padding_left, const Size2D &padding_right, |
| 80 | const ITensorInfo *output) |
| 81 | { |
| 82 | ARM_COMPUTE_RETURN_ON_ERROR(NESpaceToBatchLayerKernel::validate(input, block_shape_x, block_shape_y, padding_left, padding_right, output)); |
| 83 | |
| 84 | return Status{}; |
| 85 | } |
| 86 | |
| 87 | void NESpaceToBatchLayer::run() |
| 88 | { |
| 89 | // Zero out output only if we have paddings |
| 90 | if(_has_padding) |
| 91 | { |
Georgios Pinitas | 0f7ef8a | 2021-01-10 04:23:52 +0000 | [diff] [blame] | 92 | _fill_f->run(); |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 93 | } |
Michalis Spyrou | ebcebf1 | 2020-10-21 00:04:14 +0100 | [diff] [blame] | 94 | NEScheduler::get().schedule(_space_to_batch_kernel.get(), Window::DimY); |
giuros01 | ba36825 | 2019-02-19 13:53:10 +0000 | [diff] [blame] | 95 | } |
| 96 | } // namespace arm_compute |