Octave & C
A bit of a complicated build process, but kind of a novel approach and the results were encouraging.
The approach is to generate approximating quadratic polynomial for each degree. So degree = [0, 1), degree = [1, 2), etc. each have a different polynomial.
Octave - building part
Octave is publicly available - Google download octave
.
This determines the best fit quadratic curve for every degree.
Save as build-fast-trig.m
:
format long;
for d = 0:359
x = (d-1):0.1:(d+1);
y = sin(x / 360 * 2 * pi);
polyfit(x, y, 2)
endfor
C - building part
This converts doubles in text format to native binary format on your system.
Save as build-fast-trig.c
:
#include <stdio.h>
int main()
{
double d[3];
while (scanf("%lf %lf %lf", d, d + 1, d + 2) == 3)
fwrite(d, sizeof(double), 3, stdout);
return 0;
}
Compile:
gcc -o build-fast-trig build-fast-trig.c
Generating the coefficients file
Run:
octave build-fast-trig.m | grep '^ ' | ./build-fast-trig > qcoeffs.dat
Now we have qcoeffs.dat
as the data file to use for the actual program.
C - fast-trig part
Save as fast-trig.c
:
#include <stdlib.h>
#include <stdio.h>
#include <math.h>
#include <time.h>
#define INPUT "qcoeffs.dat"
#define DEGREES 360
typedef struct {double a, b, c;} QCOEFFS;
double normalize(double d)
{
if (d < 0.0)
d += ceil(d / -(double)DEGREES) * (double)DEGREES;
if (d >= DEGREES)
d -= floor(d / (double)DEGREES) * (double)DEGREES;
return d;
}
int main()
{
FILE *f;
time_t tm;
double d;
QCOEFFS qc[DEGREES];
if (!(f = fopen(INPUT, "rb")) || fread(qc, sizeof(QCOEFFS), DEGREES, f) < DEGREES)
{
fprintf(stderr, "Problem with %s - aborting.", INPUT);
return EXIT_FAILURE;
}
fclose(f);
tm = -clock();
while (scanf("%lf", &d) > 0)
{
int i;
double e, f;
/* sin */
d = normalize(d);
i = (int)d;
e = (qc[i].a * d + qc[i].b) * d + qc[i].c;
/* cos */
d = normalize((double)DEGREES / 4.0 - d);
i = (int)d;
f = (qc[i].a * d + qc[i].b) * d + qc[i].c;
/* tan = sin / cos */
/* output - format closest to specs, AFAICT */
if (d != 0.0 && d != 180.0)
printf("%.6e %.6e %.6e\n", e, f, e / f);
else
printf("%.6e %.6e n\n", e, f);
}
tm += clock();
fprintf(stderr, "time: %.3fs\n", (double)tm/(double)CLOCKS_PER_SEC);
return EXIT_SUCCESS;
}
Compile:
gcc -o fast-trig fast-trig.c -lm
Run:
./fast-trig < trig.in > trig.out
It will read from trig.in
, save to trig.out
and print to console the elapsed time with millisecond precision.
Depending on the testing methods used it may fail on certain input, e.g.:
$ ./fast-trig
0
-6.194924e-19 1.000000e+00 -6.194924e-19
The correct output should be 0.000000e+00 1.000000e+00 0.000000e+00
. If the results are validated using strings, the input will fail, if they are validated using absolute error, e.g. fabs(actual - result) < 1e-06
, the input will pass.
The maximum absolute error for sin
and cos
was < 1e-08. For tan
, because the result isn't limited to ± 1, the absolute error could be larger, but the maximum relative error, e.g. fabs((actual - result) / actual)
for |actual| > 1
was < 2e-08.
In testing, the average time per single input was (1.053 ± 0.007) µs, which on my machine was about 0.070 µs faster than native sin
and cos
.