summaryrefslogtreecommitdiff
path: root/libavutil/lls.c
diff options
context:
space:
mode:
authorMichael Niedermayer <michaelni@gmx.at>2013-11-15 22:35:46 +0100
committerMichael Niedermayer <michaelni@gmx.at>2013-11-17 16:30:23 +0100
commitbbe66ef912470007f7cc424badde2ccec500b36b (patch)
tree41c30dbb1a4fc4f82319f9162f082ad9a3762d6f /libavutil/lls.c
parent74a8fe9483acbfd5dce34d2571a1d47e4dc654f3 (diff)
avutil: rename lls to lls2
Signed-off-by: Michael Niedermayer <michaelni@gmx.at>
Diffstat (limited to 'libavutil/lls.c')
-rw-r--r--libavutil/lls.c179
1 files changed, 0 insertions, 179 deletions
diff --git a/libavutil/lls.c b/libavutil/lls.c
deleted file mode 100644
index abed8efaff..0000000000
--- a/libavutil/lls.c
+++ /dev/null
@@ -1,179 +0,0 @@
-/*
- * linear least squares model
- *
- * Copyright (c) 2006 Michael Niedermayer <michaelni@gmx.at>
- *
- * This file is part of FFmpeg.
- *
- * FFmpeg is free software; you can redistribute it and/or
- * modify it under the terms of the GNU Lesser General Public
- * License as published by the Free Software Foundation; either
- * version 2.1 of the License, or (at your option) any later version.
- *
- * FFmpeg is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
- * Lesser General Public License for more details.
- *
- * You should have received a copy of the GNU Lesser General Public
- * License along with FFmpeg; if not, write to the Free Software
- * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
- */
-
-/**
- * @file
- * linear least squares model
- */
-
-#include <math.h>
-#include <string.h>
-
-#include "attributes.h"
-#include "version.h"
-#include "lls.h"
-
-static void update_lls(LLSModel *m, double *var)
-{
- int i, j;
-
- for (i = 0; i <= m->indep_count; i++) {
- for (j = i; j <= m->indep_count; j++) {
- m->covariance[i][j] += var[i] * var[j];
- }
- }
-}
-
-void avpriv_solve_lls(LLSModel *m, double threshold, unsigned short min_order)
-{
- int i, j, k;
- double (*factor)[MAX_VARS_ALIGN] = (void *) &m->covariance[1][0];
- double (*covar) [MAX_VARS_ALIGN] = (void *) &m->covariance[1][1];
- double *covar_y = m->covariance[0];
- int count = m->indep_count;
-
- for (i = 0; i < count; i++) {
- for (j = i; j < count; j++) {
- double sum = covar[i][j];
-
- for (k = i - 1; k >= 0; k--)
- sum -= factor[i][k] * factor[j][k];
-
- if (i == j) {
- if (sum < threshold)
- sum = 1.0;
- factor[i][i] = sqrt(sum);
- } else {
- factor[j][i] = sum / factor[i][i];
- }
- }
- }
-
- for (i = 0; i < count; i++) {
- double sum = covar_y[i + 1];
-
- for (k = i - 1; k >= 0; k--)
- sum -= factor[i][k] * m->coeff[0][k];
-
- m->coeff[0][i] = sum / factor[i][i];
- }
-
- for (j = count - 1; j >= min_order; j--) {
- for (i = j; i >= 0; i--) {
- double sum = m->coeff[0][i];
-
- for (k = i + 1; k <= j; k++)
- sum -= factor[k][i] * m->coeff[j][k];
-
- m->coeff[j][i] = sum / factor[i][i];
- }
-
- m->variance[j] = covar_y[0];
-
- for (i = 0; i <= j; i++) {
- double sum = m->coeff[j][i] * covar[i][i] - 2 * covar_y[i + 1];
-
- for (k = 0; k < i; k++)
- sum += 2 * m->coeff[j][k] * covar[k][i];
-
- m->variance[j] += m->coeff[j][i] * sum;
- }
- }
-}
-
-static double evaluate_lls(LLSModel *m, double *param, int order)
-{
- int i;
- double out = 0;
-
- for (i = 0; i <= order; i++)
- out += param[i] * m->coeff[order][i];
-
- return out;
-}
-
-av_cold void avpriv_init_lls(LLSModel *m, int indep_count)
-{
- memset(m, 0, sizeof(LLSModel));
- m->indep_count = indep_count;
- m->update_lls = update_lls;
- m->evaluate_lls = evaluate_lls;
- if (ARCH_X86)
- ff_init_lls_x86(m);
-}
-
-#if FF_API_LLS_PRIVATE
-av_cold void av_init_lls(LLSModel *m, int indep_count)
-{
- avpriv_init_lls(m, indep_count);
-}
-void av_update_lls(LLSModel *m, double *param, double decay)
-{
- m->update_lls(m, param);
-}
-void av_solve_lls(LLSModel *m, double threshold, int min_order)
-{
- avpriv_solve_lls(m, threshold, min_order);
-}
-double av_evaluate_lls(LLSModel *m, double *param, int order)
-{
- return m->evaluate_lls(m, param, order);
-}
-#endif /* FF_API_LLS_PRIVATE */
-
-#ifdef TEST
-
-#include <stdio.h>
-#include <limits.h>
-#include "lfg.h"
-
-int main(void)
-{
- LLSModel m;
- int i, order;
- AVLFG lfg;
-
- av_lfg_init(&lfg, 1);
- avpriv_init_lls(&m, 3);
-
- for (i = 0; i < 100; i++) {
- LOCAL_ALIGNED(32, double, var, [4]);
- double eval;
-
- var[0] = (av_lfg_get(&lfg) / (double) UINT_MAX - 0.5) * 2;
- var[1] = var[0] + av_lfg_get(&lfg) / (double) UINT_MAX - 0.5;
- var[2] = var[1] + av_lfg_get(&lfg) / (double) UINT_MAX - 0.5;
- var[3] = var[2] + av_lfg_get(&lfg) / (double) UINT_MAX - 0.5;
- m.update_lls(&m, var);
- avpriv_solve_lls(&m, 0.001, 0);
- for (order = 0; order < 3; order++) {
- eval = m.evaluate_lls(&m, var + 1, order);
- printf("real:%9f order:%d pred:%9f var:%f coeffs:%f %9f %9f\n",
- var[0], order, eval, sqrt(m.variance[order] / (i + 1)),
- m.coeff[order][0], m.coeff[order][1],
- m.coeff[order][2]);
- }
- }
- return 0;
-}
-
-#endif