Average Error: 19.8 → 3.8
Time: 10.1s
Precision: binary64
\[\]
\[\]
double code(double x, double y, double z, double t, double a, double b, double c) {
	return ((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c))));
}
double code(double x, double y, double z, double t, double a, double b, double c) {
	double VAR;
	if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= -inf.0)) {
		VAR = ((double) (((double) (b / ((double) (z * c)))) + ((double) (((double) (9.0 * ((double) (y * ((double) (x / ((double) (z * c)))))))) - ((double) (4.0 * ((double) (((double) (((double) cbrt(((double) (t * ((double) (a / c)))))) * ((double) cbrt(((double) (t * ((double) (a / c)))))))) * ((double) cbrt(((double) (((double) (t * ((double) (((double) cbrt(a)) * ((double) (((double) cbrt(a)) / ((double) (((double) cbrt(c)) * ((double) cbrt(c)))))))))) * ((double) (((double) cbrt(a)) / ((double) cbrt(c))))))))))))))));
	} else {
		double VAR_1;
		if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= -1.4821969375237e-323)) {
			VAR_1 = ((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c))));
		} else {
			double VAR_2;
			if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= 8.059423345366025e+54)) {
				VAR_2 = ((double) (((double) (((double) (1.0 / ((double) (z / ((double) (b + ((double) (x * ((double) (9.0 * y)))))))))) - ((double) (4.0 * ((double) (t * a)))))) / c));
			} else {
				double VAR_3;
				if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= 1.215755384673848e+294)) {
					VAR_3 = ((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c))));
				} else {
					VAR_3 = ((double) (((double) (b / ((double) (z * c)))) + ((double) (((double) (9.0 * ((double) (y * ((double) (((double) (((double) cbrt(x)) * ((double) cbrt(x)))) / ((double) (c * ((double) (z / ((double) cbrt(x)))))))))))) - ((double) (4.0 * ((double) (t * ((double) (a / c))))))))));
				}
				VAR_2 = VAR_3;
			}
			VAR_1 = VAR_2;
		}
		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

Bits error versus b

Bits error versus c

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original19.8
Target14.0
Herbie3.8
\[\]

Derivation

  1. Split input into 4 regimes
  2. if (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < -inf.0

    1. Initial program 64.0

      \[\]
    2. Simplified24.9

      \[\leadsto \]
    3. Taylor expanded around 0 31.9

      \[\leadsto \]
    4. Simplified9.7

      \[\leadsto \]
    5. Using strategy rm
    6. Applied add-cube-cbrt10.3

      \[\leadsto \]
    7. Using strategy rm
    8. Applied add-cube-cbrt10.2

      \[\leadsto \]
    9. Applied add-cube-cbrt10.3

      \[\leadsto \]
    10. Applied times-frac10.3

      \[\leadsto \]
    11. Applied associate-*r*10.3

      \[\leadsto \]
    12. Simplified10.3

      \[\leadsto \]

    if -inf.0 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < -1.4822e-323 or 8.0594233453660248e54 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < 1.215755384673848e294

    1. Initial program 0.6

      \[\]

    if -1.4822e-323 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < 8.0594233453660248e54

    1. Initial program 17.3

      \[\]
    2. Simplified1.5

      \[\leadsto \]
    3. Using strategy rm
    4. Applied clear-num1.6

      \[\leadsto \]

    if 1.215755384673848e294 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c))

    1. Initial program 61.3

      \[\]
    2. Simplified26.3

      \[\leadsto \]
    3. Taylor expanded around 0 29.3

      \[\leadsto \]
    4. Simplified15.8

      \[\leadsto \]
    5. Using strategy rm
    6. Applied add-cube-cbrt16.0

      \[\leadsto \]
    7. Applied associate-/l*16.0

      \[\leadsto \]
    8. Simplified13.4

      \[\leadsto \]
  3. Recombined 4 regimes into one program.
  4. Final simplification3.8

    \[\leadsto \]

Reproduce

herbie shell --seed 2020179 
(FPCore (x y z t a b c)
  :name "Diagrams.Solve.Polynomial:cubForm  from diagrams-solve-0.1, J"
  :precision binary64

  :herbie-target
  (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) -1.1001567408041051e-171) (/ (+ (- (* (* x 9.0) y) (* (* z 4.0) (* t a))) b) (* z c)) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) -0.0) (/ (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) z) c) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) 1.1708877911747488e-53) (/ (+ (- (* (* x 9.0) y) (* (* z 4.0) (* t a))) b) (* z c)) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) 2.876823679546137e+130) (- (+ (* (* 9.0 (/ y c)) (/ x z)) (/ b (* c z))) (* 4.0 (/ (* a t) c))) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) 1.3838515042456319e+158) (/ (+ (- (* (* x 9.0) y) (* (* z 4.0) (* t a))) b) (* z c)) (- (+ (* 9.0 (* (/ y (* c z)) x)) (/ b (* c z))) (* 4.0 (/ (* a t) c))))))))

  (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)))