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libavutil
lls.h
Go to the documentation of this file.
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/*
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* linear least squares model
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*
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* Copyright (c) 2006 Michael Niedermayer <michaelni@gmx.at>
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*
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* This file is part of FFmpeg.
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*
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* FFmpeg is free software; you can redistribute it and/or
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* modify it under the terms of the GNU Lesser General Public
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* License as published by the Free Software Foundation; either
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* version 2.1 of the License, or (at your option) any later version.
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*
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* FFmpeg is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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* Lesser General Public License for more details.
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*
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* You should have received a copy of the GNU Lesser General Public
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* License along with FFmpeg; if not, write to the Free Software
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* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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*/
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#ifndef AVUTIL_LLS_H
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#define AVUTIL_LLS_H
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#include "
common.h
"
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#include "
mem.h
"
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#include "
version.h
"
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#define MAX_VARS 32
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#define MAX_VARS_ALIGN FFALIGN(MAX_VARS+1,4)
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//FIXME avoid direct access to LLSModel from outside
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/**
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* Linear least squares model.
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*/
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typedef
struct
LLSModel
{
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DECLARE_ALIGNED
(32,
double
,
covariance
[
MAX_VARS_ALIGN
][
MAX_VARS_ALIGN
]);
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DECLARE_ALIGNED
(32,
double
,
coeff
[
MAX_VARS
][
MAX_VARS
]);
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double
variance
[
MAX_VARS
];
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int
indep_count
;
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/**
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* Take the outer-product of var[] with itself, and add to the covariance matrix.
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* @param m this context
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* @param var training samples, starting with the value to be predicted
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* 32-byte aligned, and any padding elements must be initialized
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* (i.e not denormal/nan).
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*/
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void
(*
update_lls
)(
struct
LLSModel
*
m
,
double
*var);
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/**
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* Inner product of var[] and the LPC coefs.
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* @param m this context
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* @param var training samples, excluding the value to be predicted. unaligned.
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* @param order lpc order
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*/
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double (*
evaluate_lls
)(
struct
LLSModel
*
m
,
double
*var,
int
order);
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}
LLSModel
;
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void
avpriv_init_lls
(
LLSModel
*
m
,
int
indep_count
);
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void
ff_init_lls_x86
(
LLSModel
*
m
);
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void
avpriv_solve_lls
(
LLSModel
*
m
,
double
threshold,
unsigned
short
min_order);
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#endif
/* AVUTIL_LLS_H */
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