Michele Di Giorgio | 4e09b38 | 2017-07-05 18:20:02 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 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 | |
| 25 | #include "arm_compute/runtime/NEON/functions/NEQuantizationLayer.h" |
| 26 | |
| 27 | #include "arm_compute/core/Types.h" |
| 28 | #include "arm_compute/runtime/NEON/NEScheduler.h" |
| 29 | |
| 30 | using namespace arm_compute; |
| 31 | |
| 32 | NEQuantizationLayer::NEQuantizationLayer() |
Gian Marco Iodice | 06b184a | 2017-08-29 16:05:25 +0100 | [diff] [blame] | 33 | : _quantize_kernel(), _min_max_kernel(), _min_max() |
Michele Di Giorgio | 4e09b38 | 2017-07-05 18:20:02 +0100 | [diff] [blame] | 34 | { |
| 35 | } |
| 36 | |
| 37 | void NEQuantizationLayer::configure(const ITensor *input, ITensor *output) |
| 38 | { |
Gian Marco Iodice | 06b184a | 2017-08-29 16:05:25 +0100 | [diff] [blame] | 39 | // Configure min-max kernel. _min_max tensor will be auto-configured within the kernel |
| 40 | _min_max_kernel.configure(input, &_min_max); |
Michele Di Giorgio | 4e09b38 | 2017-07-05 18:20:02 +0100 | [diff] [blame] | 41 | |
| 42 | // Configure quantize kernel |
Gian Marco Iodice | 06b184a | 2017-08-29 16:05:25 +0100 | [diff] [blame] | 43 | _quantize_kernel.configure(input, output, &_min_max); |
| 44 | |
| 45 | // Allocate min_max tensor |
| 46 | _min_max.allocator()->allocate(); |
Michele Di Giorgio | 4e09b38 | 2017-07-05 18:20:02 +0100 | [diff] [blame] | 47 | } |
| 48 | |
| 49 | void NEQuantizationLayer::run() |
| 50 | { |
| 51 | // Reset min and max |
| 52 | _min_max_kernel.reset(); |
| 53 | |
| 54 | // Run min and max kernel |
| 55 | NEScheduler::get().schedule(&_min_max_kernel, Window::DimY); |
| 56 | |
| 57 | // Run quantize kernel |
| 58 | NEScheduler::get().schedule(&_quantize_kernel, Window::DimY); |
| 59 | } |