Average Error: 4.7 → 4.8
Time: 5.5s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t) {
	return ((double) (x * ((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z))))))));
}
double code(double x, double y, double z, double t) {
	double VAR;
	if (((t <= -9.721575127411311e-113) || !(t <= 3.4388482664834895e-121))) {
		VAR = ((double) (x * ((double) (((double) (y / z)) - ((double) (t / ((double) (1.0 - z))))))));
	} else {
		VAR = ((double) (1.0 / ((double) (z / ((double) (x * ((double) (y - ((double) (t * ((double) (z / ((double) (1.0 - z))))))))))))));
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original4.7
Target4.4
Herbie4.8
\[\]

Derivation

  1. Split input into 2 regimes
  2. if t < -9.72157512741131107e-113 or 3.4388482664834895e-121 < t

    1. Initial program 3.9

      \[\]

    if -9.72157512741131107e-113 < t < 3.4388482664834895e-121

    1. Initial program 6.5

      \[\]
    2. Using strategy rm
    3. Applied frac-sub18.0

      \[\leadsto \]
    4. Applied associate-*r/18.9

      \[\leadsto \]
    5. Using strategy rm
    6. Applied clear-num19.1

      \[\leadsto \]
    7. Simplified6.7

      \[\leadsto \]
  3. Recombined 2 regimes into one program.
  4. Final simplification4.8

    \[\leadsto \]

Reproduce

herbie shell --seed 2020179 
(FPCore (x y z t)
  :name "Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, C"
  :precision binary64

  :herbie-target
  (if (< (* x (- (/ y z) (/ t (- 1.0 z)))) -7.623226303312042e-196) (* x (- (/ y z) (* t (/ 1.0 (- 1.0 z))))) (if (< (* x (- (/ y z) (/ t (- 1.0 z)))) 1.4133944927702302e-211) (+ (/ (* y x) z) (neg (/ (* t x) (- 1.0 z)))) (* x (- (/ y z) (* t (/ 1.0 (- 1.0 z)))))))

  (* x (- (/ y z) (/ t (- 1.0 z)))))