2017-06-26 18:35:51 +08:00
|
|
|
/*M///////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
//
|
|
|
|
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
|
|
|
|
//
|
|
|
|
// By downloading, copying, installing or using the software you agree to this license.
|
|
|
|
// If you do not agree to this license, do not download, install,
|
|
|
|
// copy or use the software.
|
|
|
|
//
|
|
|
|
//
|
|
|
|
// License Agreement
|
|
|
|
// For Open Source Computer Vision Library
|
|
|
|
//
|
|
|
|
// Copyright (C) 2013, OpenCV Foundation, all rights reserved.
|
|
|
|
// Third party copyrights are property of their respective owners.
|
|
|
|
//
|
|
|
|
// Redistribution and use in source and binary forms, with or without modification,
|
|
|
|
// are permitted provided that the following conditions are met:
|
|
|
|
//
|
|
|
|
// * Redistribution's of source code must retain the above copyright notice,
|
|
|
|
// this list of conditions and the following disclaimer.
|
|
|
|
//
|
|
|
|
// * Redistribution's in binary form must reproduce the above copyright notice,
|
|
|
|
// this list of conditions and the following disclaimer in the documentation
|
|
|
|
// and/or other materials provided with the distribution.
|
|
|
|
//
|
|
|
|
// * The name of the copyright holders may not be used to endorse or promote products
|
|
|
|
// derived from this software without specific prior written permission.
|
|
|
|
//
|
|
|
|
// This software is provided by the copyright holders and contributors "as is" and
|
|
|
|
// any express or implied warranties, including, but not limited to, the implied
|
|
|
|
// warranties of merchantability and fitness for a particular purpose are disclaimed.
|
|
|
|
// In no event shall the Intel Corporation or contributors be liable for any direct,
|
|
|
|
// indirect, incidental, special, exemplary, or consequential damages
|
|
|
|
// (including, but not limited to, procurement of substitute goods or services;
|
|
|
|
// loss of use, data, or profits; or business interruption) however caused
|
|
|
|
// and on any theory of liability, whether in contract, strict liability,
|
|
|
|
// or tort (including negligence or otherwise) arising in any way out of
|
|
|
|
// the use of this software, even if advised of the possibility of such damage.
|
|
|
|
//
|
|
|
|
//M*/
|
|
|
|
|
|
|
|
#ifndef __OPENCV_DNN_LAYERS_LAYERS_COMMON_HPP__
|
|
|
|
#define __OPENCV_DNN_LAYERS_LAYERS_COMMON_HPP__
|
|
|
|
#include <opencv2/dnn.hpp>
|
|
|
|
#include <opencv2/dnn/shape_utils.hpp>
|
|
|
|
|
|
|
|
namespace cv
|
|
|
|
{
|
|
|
|
namespace dnn
|
|
|
|
{
|
|
|
|
|
|
|
|
void getConvolutionKernelParams(const LayerParams ¶ms, int &kernelH, int &kernelW, int &padH, int &padW,
|
|
|
|
int &strideH, int &strideW, int &dilationH, int &dilationW, cv::String& padMode);
|
|
|
|
|
|
|
|
void getPoolingKernelParams(const LayerParams ¶ms, int &kernelH, int &kernelW, bool &globalPooling,
|
|
|
|
int &padH, int &padW, int &strideH, int &strideW, cv::String& padMode);
|
|
|
|
|
|
|
|
void getConvPoolOutParams(const Size& inp, const Size &kernel,
|
|
|
|
const Size &stride, const String &padMode,
|
|
|
|
Size& out);
|
|
|
|
|
|
|
|
void getConvPoolPaddings(const Size& inp, const Size& out,
|
|
|
|
const Size &kernel, const Size &stride,
|
|
|
|
const String &padMode, Size &pad);
|
|
|
|
|
2017-06-27 22:05:15 +08:00
|
|
|
#if CV_TRY_AVX2
|
2017-06-26 18:35:51 +08:00
|
|
|
void fastConv_avx2(const float* weights, size_t wstep, const float* bias,
|
|
|
|
const float* rowbuf, float* output, const int* outShape,
|
|
|
|
int blockSize, int vecsize, int vecsize_aligned,
|
|
|
|
const float* relu, bool initOutput);
|
|
|
|
void fastGEMM1T_avx2( const float* vec, const float* weights,
|
|
|
|
size_t wstep, const float* bias,
|
|
|
|
float* dst, int nvecs, int vecsize );
|
|
|
|
void fastGEMM_avx2( const float* aptr, size_t astep, const float* bptr0,
|
|
|
|
size_t bstep, float* cptr, size_t cstep,
|
|
|
|
int ma, int na, int nb );
|
|
|
|
#endif
|
|
|
|
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
#endif
|