From 93a690edc48ad78cc9d7a580638475c6e77b32c2 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Tue, 1 Aug 2017 16:09:33 +0100 Subject: COMPMID-452 CL Depthwise Separable Convolution Layer kernel implementation, validation and benchmarking for 3x3xC depthwise filter and DataType::F32. Change-Id: I95c0c87709763cdbf58d0de66025eac86e30791b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82768 Tested-by: Kaizen Reviewed-by: Steven Niu --- .../CLDepthwiseSeparableConvolutionLayer.cpp | 50 ++++++++++++++++++++++ 1 file changed, 50 insertions(+) create mode 100644 src/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.cpp (limited to 'src/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.cpp') diff --git a/src/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.cpp b/src/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.cpp new file mode 100644 index 0000000000..c325b3e01f --- /dev/null +++ b/src/runtime/CL/functions/CLDepthwiseSeparableConvolutionLayer.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/CL/functions/CLDepthwiseSeparableConvolutionLayer.h" + +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/PixelValue.h" +#include "arm_compute/runtime/CL/CLScheduler.h" +#include "support/ToolchainSupport.h" + +using namespace arm_compute; + +CLDepthwiseSeparableConvolutionLayer::CLDepthwiseSeparableConvolutionLayer() + : _depthwise_conv(), _pointwise_conv() +{ +} + +void CLDepthwiseSeparableConvolutionLayer::configure(ICLTensor *input, const ICLTensor *depthwise_weights, ICLTensor *depthwise_out, const ICLTensor *pointwise_weights, const ICLTensor *biases, + ICLTensor *output, + const PadStrideInfo &depthwise_conv_info, const PadStrideInfo &pointwise_conv_info) +{ + _depthwise_conv.configure(input, depthwise_out, depthwise_weights, depthwise_conv_info); + _pointwise_conv.configure(depthwise_out, pointwise_weights, biases, output, pointwise_conv_info); +} + +void CLDepthwiseSeparableConvolutionLayer::run() +{ + _depthwise_conv.run(); + _pointwise_conv.run(); +} \ No newline at end of file -- cgit v1.2.1