Michalis Spyrou | 53d8c5c | 2017-11-23 17:11:35 +0000 | [diff] [blame] | 1 | /* |
Georgios Pinitas | 7221933 | 2018-06-05 14:56:06 +0100 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Michalis Spyrou | 53d8c5c | 2017-11-23 17:11:35 +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 | #include "arm_compute/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.h" |
| 25 | |
| 26 | #include "arm_compute/core/ITensor.h" |
| 27 | #include "arm_compute/core/PixelValue.h" |
| 28 | #include "arm_compute/runtime/NEON/NEScheduler.h" |
| 29 | #include "support/ToolchainSupport.h" |
| 30 | |
| 31 | using namespace arm_compute; |
| 32 | |
| 33 | NEDepthwiseSeparableConvolutionLayer::NEDepthwiseSeparableConvolutionLayer() |
| 34 | : _depthwise_conv(), _pointwise_conv() |
| 35 | { |
| 36 | } |
| 37 | |
| 38 | void NEDepthwiseSeparableConvolutionLayer::configure(ITensor *input, const ITensor *depthwise_weights, const ITensor *depthwise_biases, ITensor *depthwise_out, |
| 39 | const ITensor *pointwise_weights, const ITensor *pointwise_biases, ITensor *output, |
| 40 | const PadStrideInfo &depthwise_conv_info, const PadStrideInfo &pointwise_conv_info) |
| 41 | { |
| 42 | _depthwise_conv.configure(input, depthwise_weights, depthwise_biases, depthwise_out, depthwise_conv_info); |
| 43 | _pointwise_conv.configure(depthwise_out, pointwise_weights, pointwise_biases, output, pointwise_conv_info); |
| 44 | } |
| 45 | |
| 46 | void NEDepthwiseSeparableConvolutionLayer::run() |
| 47 | { |
Georgios Pinitas | 7221933 | 2018-06-05 14:56:06 +0100 | [diff] [blame] | 48 | prepare(); |
| 49 | |
Michalis Spyrou | 53d8c5c | 2017-11-23 17:11:35 +0000 | [diff] [blame] | 50 | _depthwise_conv.run(); |
| 51 | _pointwise_conv.run(); |
Georgios Pinitas | 7221933 | 2018-06-05 14:56:06 +0100 | [diff] [blame] | 52 | } |
| 53 | |
| 54 | void NEDepthwiseSeparableConvolutionLayer::prepare() |
| 55 | { |
| 56 | _depthwise_conv.prepare(); |
| 57 | _pointwise_conv.prepare(); |
Michalis Spyrou | 53d8c5c | 2017-11-23 17:11:35 +0000 | [diff] [blame] | 58 | } |