From 53d8c5c0185b2ee177857d4a008e4e3de218472c Mon Sep 17 00:00:00 2001 From: Michalis Spyrou Date: Thu, 23 Nov 2017 17:11:35 +0000 Subject: COMPMID-464 Implement Depthwise separable convolution on NEON Change-Id: Icdaf7c2666a7fbb9b3c32ba2d70b667a59a6eeb9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110468 Reviewed-by: Pablo Tello Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com --- .../NEDepthwiseSeparableConvolutionLayer.cpp | 50 ++++++++++++++++++++++ 1 file changed, 50 insertions(+) create mode 100644 src/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.cpp (limited to 'src/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.cpp') diff --git a/src/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.cpp b/src/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.cpp new file mode 100644 index 0000000000..d70a6689ac --- /dev/null +++ b/src/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.cpp @@ -0,0 +1,50 @@ +/* + * Copyright (c) 2017 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#include "arm_compute/runtime/NEON/functions/NEDepthwiseSeparableConvolutionLayer.h" + +#include "arm_compute/core/ITensor.h" +#include "arm_compute/core/PixelValue.h" +#include "arm_compute/runtime/NEON/NEScheduler.h" +#include "support/ToolchainSupport.h" + +using namespace arm_compute; + +NEDepthwiseSeparableConvolutionLayer::NEDepthwiseSeparableConvolutionLayer() + : _depthwise_conv(), _pointwise_conv() +{ +} + +void NEDepthwiseSeparableConvolutionLayer::configure(ITensor *input, const ITensor *depthwise_weights, const ITensor *depthwise_biases, ITensor *depthwise_out, + const ITensor *pointwise_weights, const ITensor *pointwise_biases, ITensor *output, + const PadStrideInfo &depthwise_conv_info, const PadStrideInfo &pointwise_conv_info) +{ + _depthwise_conv.configure(input, depthwise_weights, depthwise_biases, depthwise_out, depthwise_conv_info); + _pointwise_conv.configure(depthwise_out, pointwise_weights, pointwise_biases, output, pointwise_conv_info); +} + +void NEDepthwiseSeparableConvolutionLayer::run() +{ + _depthwise_conv.run(); + _pointwise_conv.run(); +} \ No newline at end of file -- cgit v1.2.1