(FPCore (x y z t a) :precision binary64 (/ (- (* x y) (* (* z 9.0) t)) (* a 2.0)))
(FPCore (x y z t a) :precision binary64 (/ (+ (fma x y (* t (* z -9.0))) (fma (* t -9.0) z (* t (* z 9.0)))) (* a 2.0)))
double code(double x, double y, double z, double t, double a) {
return ((x * y) - ((z * 9.0) * t)) / (a * 2.0);
}
double code(double x, double y, double z, double t, double a) {
return (fma(x, y, (t * (z * -9.0))) + fma((t * -9.0), z, (t * (z * 9.0)))) / (a * 2.0);
}
function code(x, y, z, t, a) return Float64(Float64(Float64(x * y) - Float64(Float64(z * 9.0) * t)) / Float64(a * 2.0)) end
function code(x, y, z, t, a) return Float64(Float64(fma(x, y, Float64(t * Float64(z * -9.0))) + fma(Float64(t * -9.0), z, Float64(t * Float64(z * 9.0)))) / Float64(a * 2.0)) end
code[x_, y_, z_, t_, a_] := N[(N[(N[(x * y), $MachinePrecision] - N[(N[(z * 9.0), $MachinePrecision] * t), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]
code[x_, y_, z_, t_, a_] := N[(N[(N[(x * y + N[(t * N[(z * -9.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(t * -9.0), $MachinePrecision] * z + N[(t * N[(z * 9.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]
\frac{x \cdot y - \left(z \cdot 9\right) \cdot t}{a \cdot 2}
\frac{\mathsf{fma}\left(x, y, t \cdot \left(z \cdot -9\right)\right) + \mathsf{fma}\left(t \cdot -9, z, t \cdot \left(z \cdot 9\right)\right)}{a \cdot 2}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a
| Original | 7.8 |
|---|---|
| Target | 5.6 |
| Herbie | 7.8 |
Initial program 7.8
Applied egg-rr7.8
Final simplification7.8
herbie shell --seed 2022134
(FPCore (x y z t a)
:name "Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, I"
:precision binary64
:herbie-target
(if (< a -2.090464557976709e+86) (- (* 0.5 (/ (* y x) a)) (* 4.5 (/ t (/ a z)))) (if (< a 2.144030707833976e+99) (/ (- (* x y) (* z (* 9.0 t))) (* a 2.0)) (- (* (/ y a) (* x 0.5)) (* (/ t a) (* z 4.5)))))
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0)))