Average Error: 10.7 → 1.4
Time: 8.3s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t, double a) {
	return ((double) (x + ((double) (((double) (((double) (y - z)) * t)) / ((double) (a - z))))));
}
double code(double x, double y, double z, double t, double a) {
	double VAR;
	if ((t <= -3.460612792019781e+27)) {
		VAR = ((double) (x + ((double) (((double) (((double) (((double) (y - z)) / ((double) pow(((double) cbrt(((double) (a - z)))), 2.0)))) * ((double) (((double) cbrt(t)) * ((double) (((double) cbrt(t)) / ((double) cbrt(((double) pow(((double) cbrt(((double) (a - z)))), 2.0)))))))))) * ((double) (((double) (((double) cbrt(((double) cbrt(t)))) * ((double) (((double) cbrt(((double) cbrt(t)))) * ((double) cbrt(((double) cbrt(t)))))))) / ((double) cbrt(((double) cbrt(((double) (a - z))))))))))));
	} else {
		double VAR_1;
		if ((t <= 3.4738956651351627e+75)) {
			VAR_1 = ((double) (x + ((double) (((double) (t * ((double) (y - z)))) * ((double) (1.0 / ((double) (a - z))))))));
		} else {
			VAR_1 = ((double) (x + ((double) (((double) (((double) (y - z)) / ((double) (((double) cbrt(((double) (a - z)))) * ((double) cbrt(((double) (a - z)))))))) * ((double) (t / ((double) cbrt(((double) (a - z))))))))));
		}
		VAR = VAR_1;
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Bits error versus a

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original10.7
Target0.6
Herbie1.4
\[\]

Derivation

  1. Split input into 3 regimes
  2. if t < -3.46061279201978127e27

    1. Initial program 24.6

      \[\]
    2. Simplified3.2

      \[\leadsto \]
    3. Using strategy rm
    4. Applied add-cube-cbrt3.9

      \[\leadsto \]
    5. Applied *-un-lft-identity3.9

      \[\leadsto \]
    6. Applied times-frac3.9

      \[\leadsto \]
    7. Applied associate-*r*2.0

      \[\leadsto \]
    8. Simplified2.0

      \[\leadsto \]
    9. Using strategy rm
    10. Applied add-cube-cbrt2.0

      \[\leadsto \]
    11. Applied cbrt-prod2.1

      \[\leadsto \]
    12. Applied add-cube-cbrt2.2

      \[\leadsto \]
    13. Applied times-frac2.2

      \[\leadsto \]
    14. Applied associate-*r*1.3

      \[\leadsto \]
    15. Simplified1.3

      \[\leadsto \]
    16. Using strategy rm
    17. Applied add-cube-cbrt1.4

      \[\leadsto \]

    if -3.46061279201978127e27 < t < 3.4738956651351627e75

    1. Initial program 1.1

      \[\]
    2. Simplified3.0

      \[\leadsto \]
    3. Using strategy rm
    4. Applied div-inv3.0

      \[\leadsto \]
    5. Applied associate-*r*1.2

      \[\leadsto \]

    if 3.4738956651351627e75 < t

    1. Initial program 29.1

      \[\]
    2. Simplified3.3

      \[\leadsto \]
    3. Using strategy rm
    4. Applied add-cube-cbrt4.1

      \[\leadsto \]
    5. Applied *-un-lft-identity4.1

      \[\leadsto \]
    6. Applied times-frac4.1

      \[\leadsto \]
    7. Applied associate-*r*2.0

      \[\leadsto \]
    8. Simplified2.0

      \[\leadsto \]
  3. Recombined 3 regimes into one program.
  4. Final simplification1.4

    \[\leadsto \]

Reproduce

herbie shell --seed 2020179 
(FPCore (x y z t a)
  :name "Graphics.Rendering.Plot.Render.Plot.Axis:renderAxisTick from plot-0.2.3.4, A"
  :precision binary64

  :herbie-target
  (if (< t -1.0682974490174067e-39) (+ x (* (/ (- y z) (- a z)) t)) (if (< t 3.9110949887586375e-141) (+ x (/ (* (- y z) t) (- a z))) (+ x (* (/ (- y z) (- a z)) t))))

  (+ x (/ (* (- y z) t) (- a z))))