mirror of
https://github.com/FFmpeg/FFmpeg.git
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0c33ceda91
Also added a TODO to change to a proper normality test in the future. Reviewed-by: Michael Niedermayer <michael@niedermayer.cc> Signed-off-by: Ganesh Ajjanagadde <gajjanag@gmail.com>
119 lines
3.3 KiB
C
119 lines
3.3 KiB
C
/*
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* Lagged Fibonacci PRNG
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* Copyright (c) 2008 Michael Niedermayer
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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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#include <inttypes.h>
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#include <limits.h>
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#include <math.h>
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#include "lfg.h"
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#include "md5.h"
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#include "intreadwrite.h"
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#include "attributes.h"
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av_cold void av_lfg_init(AVLFG *c, unsigned int seed)
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{
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uint8_t tmp[16] = { 0 };
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int i;
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for (i = 8; i < 64; i += 4) {
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AV_WL32(tmp, seed);
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tmp[4] = i;
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av_md5_sum(tmp, tmp, 16);
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c->state[i ] = AV_RL32(tmp);
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c->state[i + 1] = AV_RL32(tmp + 4);
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c->state[i + 2] = AV_RL32(tmp + 8);
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c->state[i + 3] = AV_RL32(tmp + 12);
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}
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c->index = 0;
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}
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void av_bmg_get(AVLFG *lfg, double out[2])
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{
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double x1, x2, w;
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do {
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x1 = 2.0 / UINT_MAX * av_lfg_get(lfg) - 1.0;
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x2 = 2.0 / UINT_MAX * av_lfg_get(lfg) - 1.0;
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w = x1 * x1 + x2 * x2;
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} while (w >= 1.0);
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w = sqrt((-2.0 * log(w)) / w);
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out[0] = x1 * w;
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out[1] = x2 * w;
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}
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#ifdef TEST
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#include "log.h"
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#include "timer.h"
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int main(void)
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{
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int x = 0;
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int i, j;
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AVLFG state;
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av_lfg_init(&state, 0xdeadbeef);
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for (j = 0; j < 10000; j++) {
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START_TIMER
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for (i = 0; i < 624; i++) {
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//av_log(NULL, AV_LOG_ERROR, "%X\n", av_lfg_get(&state));
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x += av_lfg_get(&state);
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}
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STOP_TIMER("624 calls of av_lfg_get");
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}
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av_log(NULL, AV_LOG_ERROR, "final value:%X\n", x);
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/* BMG usage example */
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{
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double mean = 1000;
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double stddev = 53;
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double samp_mean = 0.0, samp_stddev = 0.0;
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double samp0, samp1;
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av_lfg_init(&state, 42);
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for (i = 0; i < 1000; i += 2) {
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double bmg_out[2];
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av_bmg_get(&state, bmg_out);
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samp0 = bmg_out[0] * stddev + mean;
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samp1 = bmg_out[1] * stddev + mean;
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samp_mean += samp0 + samp1;
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samp_stddev += samp0 * samp0 + samp1 * samp1;
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av_log(NULL, AV_LOG_INFO,
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"%f\n%f\n",
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samp0,
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samp1);
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}
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/* TODO: add proper normality test */
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samp_mean /= 1000;
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samp_stddev /= 999;
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samp_stddev -= (1000.0/999.0)*samp_mean*samp_mean;
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samp_stddev = sqrt(samp_stddev);
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av_log(NULL, AV_LOG_INFO, "sample mean : %f\n"
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"true mean : %f\n"
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"sample stddev: %f\n"
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"true stddev : %f\n",
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samp_mean, mean, samp_stddev, stddev);
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}
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return 0;
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}
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#endif
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