From 6ff3b19ee6120edf015fad8caab2991faa3070af Mon Sep 17 00:00:00 2001 From: Anthony Barbier Date: Mon, 4 Sep 2017 18:44:23 +0100 Subject: COMPMID-344 Updated doxygen Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae --- examples/cl_convolution.cpp | 118 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 118 insertions(+) create mode 100644 examples/cl_convolution.cpp (limited to 'examples/cl_convolution.cpp') diff --git a/examples/cl_convolution.cpp b/examples/cl_convolution.cpp new file mode 100644 index 0000000000..06f6f144e1 --- /dev/null +++ b/examples/cl_convolution.cpp @@ -0,0 +1,118 @@ +/* + * Copyright (c) 2016, 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. + */ +#define ARM_COMPUTE_CL /* So that OpenCL exceptions get caught too */ +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLFunctions.h" +#include "arm_compute/runtime/CL/CLScheduler.h" +#include "utils/Utils.h" + +using namespace arm_compute; +using namespace utils; + +/** Gaussian 3x3 matrix + */ +const int16_t gaussian3x3[] = +{ + 1, 2, 1, + 2, 4, 2, + 1, 2, 1 +}; + +/** Gaussian 5x5 matrix + */ +const int16_t gaussian5x5[] = +{ + 1, 4, 6, 4, 1, + 4, 16, 24, 16, 4, + 6, 24, 36, 24, 6, + 4, 16, 24, 16, 4, + 1, 4, 6, 4, 1 +}; + +void main_cl_convolution(int argc, const char **argv) +{ + PPMLoader ppm; + CLImage src, tmp, dst; + + CLScheduler::get().default_init(); + + if(argc < 2) + { + // Print help + std::cout << "Usage: ./build/cl_convolution [input_image.ppm]\n\n"; + std::cout << "No input_image provided, creating a dummy 640x480 image\n"; + // Create an empty grayscale 640x480 image + src.allocator()->init(TensorInfo(640, 480, Format::U8)); + } + else + { + ppm.open(argv[1]); + ppm.init_image(src, Format::U8); + } + + // Configure the temporary and destination images + tmp.allocator()->init(*src.info()); + dst.allocator()->init(*src.info()); + + CLConvolution3x3 conv3x3; + CLConvolution5x5 conv5x5; + + // Apply a Gaussian 3x3 filter to the source image followed by a Gaussian 5x5: + conv3x3.configure(&src, &tmp, gaussian3x3, 0 /* Let arm_compute calculate the scale */, BorderMode::UNDEFINED); + conv5x5.configure(&tmp, &dst, gaussian5x5, 0 /* Let arm_compute calculate the scale */, BorderMode::UNDEFINED); + + // Allocate all the images + src.allocator()->allocate(); + tmp.allocator()->allocate(); + dst.allocator()->allocate(); + // Fill the input image with the content of the PPM image if a filename was provided: + if(ppm.is_open()) + { + ppm.fill_image(src); + } + + // Execute the functions: + conv3x3.run(); + conv5x5.run(); + + // Make sure all the OpenCL jobs are done executing: + CLScheduler::get().sync(); + + // Save the result to file: + if(ppm.is_open()) + { + const std::string output_filename = std::string(argv[1]) + "_out.ppm"; + save_to_ppm(dst, output_filename); // save_to_ppm maps and unmaps the image to store as PPM + } +} + +/** Main program for convolution test + * + * @param[in] argc Number of arguments + * @param[in] argv Arguments ( [optional] Path to PPM image to process ) + */ +int main(int argc, const char **argv) +{ + return utils::run_example(argc, argv, main_cl_convolution); +} -- cgit v1.2.1