
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 20 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* a c) -9.0))
(t_1 (fma (* (* a a) (* c c)) 27.0 (* -0.25 (pow t_0 2.0))))
(t_2 (fma (* -27.0 (pow a 3.0)) (pow c 3.0) (* -0.5 (* t_0 t_1))))
(t_3 (* 0.5 t_0)))
(/
(*
b
(fma
-0.5
(/ (fma t_3 t_2 (* 0.25 (pow t_1 2.0))) (pow b 6.0))
(fma 0.5 (+ (/ t_2 (pow b 4.0)) (/ t_1 (* b b))) t_3)))
(*
(* 3.0 a)
(fma
b
b
(fma
(fma
c
-4.5
(*
(fma
(/ -1.125 b)
(/ (* c c) b)
(/ (* -1.6875 (* (pow c 3.0) a)) (pow b 4.0)))
a))
a
(* (* b b) 2.0)))))))
double code(double a, double b, double c) {
double t_0 = (a * c) * -9.0;
double t_1 = fma(((a * a) * (c * c)), 27.0, (-0.25 * pow(t_0, 2.0)));
double t_2 = fma((-27.0 * pow(a, 3.0)), pow(c, 3.0), (-0.5 * (t_0 * t_1)));
double t_3 = 0.5 * t_0;
return (b * fma(-0.5, (fma(t_3, t_2, (0.25 * pow(t_1, 2.0))) / pow(b, 6.0)), fma(0.5, ((t_2 / pow(b, 4.0)) + (t_1 / (b * b))), t_3))) / ((3.0 * a) * fma(b, b, fma(fma(c, -4.5, (fma((-1.125 / b), ((c * c) / b), ((-1.6875 * (pow(c, 3.0) * a)) / pow(b, 4.0))) * a)), a, ((b * b) * 2.0))));
}
function code(a, b, c) t_0 = Float64(Float64(a * c) * -9.0) t_1 = fma(Float64(Float64(a * a) * Float64(c * c)), 27.0, Float64(-0.25 * (t_0 ^ 2.0))) t_2 = fma(Float64(-27.0 * (a ^ 3.0)), (c ^ 3.0), Float64(-0.5 * Float64(t_0 * t_1))) t_3 = Float64(0.5 * t_0) return Float64(Float64(b * fma(-0.5, Float64(fma(t_3, t_2, Float64(0.25 * (t_1 ^ 2.0))) / (b ^ 6.0)), fma(0.5, Float64(Float64(t_2 / (b ^ 4.0)) + Float64(t_1 / Float64(b * b))), t_3))) / Float64(Float64(3.0 * a) * fma(b, b, fma(fma(c, -4.5, Float64(fma(Float64(-1.125 / b), Float64(Float64(c * c) / b), Float64(Float64(-1.6875 * Float64((c ^ 3.0) * a)) / (b ^ 4.0))) * a)), a, Float64(Float64(b * b) * 2.0))))) end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * c), $MachinePrecision] * -9.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(a * a), $MachinePrecision] * N[(c * c), $MachinePrecision]), $MachinePrecision] * 27.0 + N[(-0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-27.0 * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] * N[Power[c, 3.0], $MachinePrecision] + N[(-0.5 * N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(0.5 * t$95$0), $MachinePrecision]}, N[(N[(b * N[(-0.5 * N[(N[(t$95$3 * t$95$2 + N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(N[(t$95$2 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$1 / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[(b * b + N[(N[(c * -4.5 + N[(N[(N[(-1.125 / b), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / b), $MachinePrecision] + N[(N[(-1.6875 * N[(N[Power[c, 3.0], $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] * a + N[(N[(b * b), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(a \cdot c\right) \cdot -9\\
t_1 := \mathsf{fma}\left(\left(a \cdot a\right) \cdot \left(c \cdot c\right), 27, -0.25 \cdot {t\_0}^{2}\right)\\
t_2 := \mathsf{fma}\left(-27 \cdot {a}^{3}, {c}^{3}, -0.5 \cdot \left(t\_0 \cdot t\_1\right)\right)\\
t_3 := 0.5 \cdot t\_0\\
\frac{b \cdot \mathsf{fma}\left(-0.5, \frac{\mathsf{fma}\left(t\_3, t\_2, 0.25 \cdot {t\_1}^{2}\right)}{{b}^{6}}, \mathsf{fma}\left(0.5, \frac{t\_2}{{b}^{4}} + \frac{t\_1}{b \cdot b}, t\_3\right)\right)}{\left(3 \cdot a\right) \cdot \mathsf{fma}\left(b, b, \mathsf{fma}\left(\mathsf{fma}\left(c, -4.5, \mathsf{fma}\left(\frac{-1.125}{b}, \frac{c \cdot c}{b}, \frac{-1.6875 \cdot \left({c}^{3} \cdot a\right)}{{b}^{4}}\right) \cdot a\right), a, \left(b \cdot b\right) \cdot 2\right)\right)}
\end{array}
\end{array}
Initial program 54.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites54.0%
Applied rewrites55.2%
Taylor expanded in b around inf
Applied rewrites93.7%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites93.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* c a) -9.0))
(t_1 (fma (* (* c c) (* a a)) 27.0 (* -0.25 (pow t_0 2.0))))
(t_2 (fma (* -27.0 (pow a 3.0)) (pow c 3.0) (* -0.5 (* t_1 t_0)))))
(/
(*
(fma
(/ (fma (pow t_1 2.0) 0.25 (* (* t_0 0.5) t_2)) (pow b 6.0))
-0.5
(fma t_0 0.5 (* 0.5 (+ (/ t_2 (pow b 4.0)) (/ t_1 (* b b))))))
b)
(*
(*
(fma
(* a c)
-3.0
(fma b (+ (sqrt (fma (* -3.0 c) a (* b b))) b) (* b b)))
3.0)
a))))
double code(double a, double b, double c) {
double t_0 = (c * a) * -9.0;
double t_1 = fma(((c * c) * (a * a)), 27.0, (-0.25 * pow(t_0, 2.0)));
double t_2 = fma((-27.0 * pow(a, 3.0)), pow(c, 3.0), (-0.5 * (t_1 * t_0)));
return (fma((fma(pow(t_1, 2.0), 0.25, ((t_0 * 0.5) * t_2)) / pow(b, 6.0)), -0.5, fma(t_0, 0.5, (0.5 * ((t_2 / pow(b, 4.0)) + (t_1 / (b * b)))))) * b) / ((fma((a * c), -3.0, fma(b, (sqrt(fma((-3.0 * c), a, (b * b))) + b), (b * b))) * 3.0) * a);
}
function code(a, b, c) t_0 = Float64(Float64(c * a) * -9.0) t_1 = fma(Float64(Float64(c * c) * Float64(a * a)), 27.0, Float64(-0.25 * (t_0 ^ 2.0))) t_2 = fma(Float64(-27.0 * (a ^ 3.0)), (c ^ 3.0), Float64(-0.5 * Float64(t_1 * t_0))) return Float64(Float64(fma(Float64(fma((t_1 ^ 2.0), 0.25, Float64(Float64(t_0 * 0.5) * t_2)) / (b ^ 6.0)), -0.5, fma(t_0, 0.5, Float64(0.5 * Float64(Float64(t_2 / (b ^ 4.0)) + Float64(t_1 / Float64(b * b)))))) * b) / Float64(Float64(fma(Float64(a * c), -3.0, fma(b, Float64(sqrt(fma(Float64(-3.0 * c), a, Float64(b * b))) + b), Float64(b * b))) * 3.0) * a)) end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * a), $MachinePrecision] * -9.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(c * c), $MachinePrecision] * N[(a * a), $MachinePrecision]), $MachinePrecision] * 27.0 + N[(-0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-27.0 * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] * N[Power[c, 3.0], $MachinePrecision] + N[(-0.5 * N[(t$95$1 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(N[(N[(N[Power[t$95$1, 2.0], $MachinePrecision] * 0.25 + N[(N[(t$95$0 * 0.5), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] * -0.5 + N[(t$95$0 * 0.5 + N[(0.5 * N[(N[(t$95$2 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$1 / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision] / N[(N[(N[(N[(a * c), $MachinePrecision] * -3.0 + N[(b * N[(N[Sqrt[N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 3.0), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(c \cdot a\right) \cdot -9\\
t_1 := \mathsf{fma}\left(\left(c \cdot c\right) \cdot \left(a \cdot a\right), 27, -0.25 \cdot {t\_0}^{2}\right)\\
t_2 := \mathsf{fma}\left(-27 \cdot {a}^{3}, {c}^{3}, -0.5 \cdot \left(t\_1 \cdot t\_0\right)\right)\\
\frac{\mathsf{fma}\left(\frac{\mathsf{fma}\left({t\_1}^{2}, 0.25, \left(t\_0 \cdot 0.5\right) \cdot t\_2\right)}{{b}^{6}}, -0.5, \mathsf{fma}\left(t\_0, 0.5, 0.5 \cdot \left(\frac{t\_2}{{b}^{4}} + \frac{t\_1}{b \cdot b}\right)\right)\right) \cdot b}{\left(\mathsf{fma}\left(a \cdot c, -3, \mathsf{fma}\left(b, \sqrt{\mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)} + b, b \cdot b\right)\right) \cdot 3\right) \cdot a}
\end{array}
\end{array}
Initial program 54.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites54.0%
Applied rewrites55.2%
lift-*.f64N/A
*-commutativeN/A
lift-*.f64N/A
associate-*r*N/A
lower-*.f64N/A
Applied rewrites55.2%
Taylor expanded in b around inf
Applied rewrites93.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* a c) -9.0))
(t_1 (fma (* (* a a) (* c c)) 27.0 (* -0.25 (pow t_0 2.0))))
(t_2 (fma (* -27.0 (pow a 3.0)) (pow c 3.0) (* -0.5 (* t_0 t_1))))
(t_3 (* 0.5 t_0)))
(/
(*
b
(fma
-0.5
(/ (fma t_3 t_2 (* 0.25 (pow t_1 2.0))) (pow b 6.0))
(fma 0.5 (+ (/ t_2 (pow b 4.0)) (/ t_1 (* b b))) t_3)))
(*
(* 3.0 a)
(fma
b
b
(fma (* c a) -3.0 (* (+ (sqrt (fma (* -3.0 c) a (* b b))) b) b)))))))
double code(double a, double b, double c) {
double t_0 = (a * c) * -9.0;
double t_1 = fma(((a * a) * (c * c)), 27.0, (-0.25 * pow(t_0, 2.0)));
double t_2 = fma((-27.0 * pow(a, 3.0)), pow(c, 3.0), (-0.5 * (t_0 * t_1)));
double t_3 = 0.5 * t_0;
return (b * fma(-0.5, (fma(t_3, t_2, (0.25 * pow(t_1, 2.0))) / pow(b, 6.0)), fma(0.5, ((t_2 / pow(b, 4.0)) + (t_1 / (b * b))), t_3))) / ((3.0 * a) * fma(b, b, fma((c * a), -3.0, ((sqrt(fma((-3.0 * c), a, (b * b))) + b) * b))));
}
function code(a, b, c) t_0 = Float64(Float64(a * c) * -9.0) t_1 = fma(Float64(Float64(a * a) * Float64(c * c)), 27.0, Float64(-0.25 * (t_0 ^ 2.0))) t_2 = fma(Float64(-27.0 * (a ^ 3.0)), (c ^ 3.0), Float64(-0.5 * Float64(t_0 * t_1))) t_3 = Float64(0.5 * t_0) return Float64(Float64(b * fma(-0.5, Float64(fma(t_3, t_2, Float64(0.25 * (t_1 ^ 2.0))) / (b ^ 6.0)), fma(0.5, Float64(Float64(t_2 / (b ^ 4.0)) + Float64(t_1 / Float64(b * b))), t_3))) / Float64(Float64(3.0 * a) * fma(b, b, fma(Float64(c * a), -3.0, Float64(Float64(sqrt(fma(Float64(-3.0 * c), a, Float64(b * b))) + b) * b))))) end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * c), $MachinePrecision] * -9.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(a * a), $MachinePrecision] * N[(c * c), $MachinePrecision]), $MachinePrecision] * 27.0 + N[(-0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-27.0 * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] * N[Power[c, 3.0], $MachinePrecision] + N[(-0.5 * N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(0.5 * t$95$0), $MachinePrecision]}, N[(N[(b * N[(-0.5 * N[(N[(t$95$3 * t$95$2 + N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(N[(t$95$2 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$1 / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[(b * b + N[(N[(c * a), $MachinePrecision] * -3.0 + N[(N[(N[Sqrt[N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(a \cdot c\right) \cdot -9\\
t_1 := \mathsf{fma}\left(\left(a \cdot a\right) \cdot \left(c \cdot c\right), 27, -0.25 \cdot {t\_0}^{2}\right)\\
t_2 := \mathsf{fma}\left(-27 \cdot {a}^{3}, {c}^{3}, -0.5 \cdot \left(t\_0 \cdot t\_1\right)\right)\\
t_3 := 0.5 \cdot t\_0\\
\frac{b \cdot \mathsf{fma}\left(-0.5, \frac{\mathsf{fma}\left(t\_3, t\_2, 0.25 \cdot {t\_1}^{2}\right)}{{b}^{6}}, \mathsf{fma}\left(0.5, \frac{t\_2}{{b}^{4}} + \frac{t\_1}{b \cdot b}, t\_3\right)\right)}{\left(3 \cdot a\right) \cdot \mathsf{fma}\left(b, b, \mathsf{fma}\left(c \cdot a, -3, \left(\sqrt{\mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)} + b\right) \cdot b\right)\right)}
\end{array}
\end{array}
Initial program 54.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites54.0%
Applied rewrites55.2%
Taylor expanded in b around inf
Applied rewrites93.7%
lift-+.f64N/A
lift-fma.f64N/A
associate-+l+N/A
lift-*.f64N/A
lift-*.f64N/A
*-commutativeN/A
distribute-rgt-inN/A
+-commutativeN/A
lift-+.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-*l*N/A
lift-*.f64N/A
lower-fma.f64N/A
Applied rewrites93.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* a c) -9.0))
(t_1 (fma (* (* a a) (* c c)) 27.0 (* -0.25 (pow t_0 2.0))))
(t_2 (* (* c c) 6.75))
(t_3 (fma (* -3.0 c) a (* b b))))
(/
(*
b
(fma
-0.5
(/
(*
(fma
(pow t_2 2.0)
0.25
(* (* (fma -27.0 (pow c 3.0) (* (* t_2 c) 4.5)) c) -4.5))
(pow a 4.0))
(pow b 6.0))
(fma
0.5
(+
(/
(fma (* -27.0 (pow a 3.0)) (pow c 3.0) (* -0.5 (* t_0 t_1)))
(pow b 4.0))
(/ t_1 (* b b)))
(* 0.5 t_0))))
(* (* 3.0 a) (fma b b (+ t_3 (* (sqrt t_3) b)))))))
double code(double a, double b, double c) {
double t_0 = (a * c) * -9.0;
double t_1 = fma(((a * a) * (c * c)), 27.0, (-0.25 * pow(t_0, 2.0)));
double t_2 = (c * c) * 6.75;
double t_3 = fma((-3.0 * c), a, (b * b));
return (b * fma(-0.5, ((fma(pow(t_2, 2.0), 0.25, ((fma(-27.0, pow(c, 3.0), ((t_2 * c) * 4.5)) * c) * -4.5)) * pow(a, 4.0)) / pow(b, 6.0)), fma(0.5, ((fma((-27.0 * pow(a, 3.0)), pow(c, 3.0), (-0.5 * (t_0 * t_1))) / pow(b, 4.0)) + (t_1 / (b * b))), (0.5 * t_0)))) / ((3.0 * a) * fma(b, b, (t_3 + (sqrt(t_3) * b))));
}
function code(a, b, c) t_0 = Float64(Float64(a * c) * -9.0) t_1 = fma(Float64(Float64(a * a) * Float64(c * c)), 27.0, Float64(-0.25 * (t_0 ^ 2.0))) t_2 = Float64(Float64(c * c) * 6.75) t_3 = fma(Float64(-3.0 * c), a, Float64(b * b)) return Float64(Float64(b * fma(-0.5, Float64(Float64(fma((t_2 ^ 2.0), 0.25, Float64(Float64(fma(-27.0, (c ^ 3.0), Float64(Float64(t_2 * c) * 4.5)) * c) * -4.5)) * (a ^ 4.0)) / (b ^ 6.0)), fma(0.5, Float64(Float64(fma(Float64(-27.0 * (a ^ 3.0)), (c ^ 3.0), Float64(-0.5 * Float64(t_0 * t_1))) / (b ^ 4.0)) + Float64(t_1 / Float64(b * b))), Float64(0.5 * t_0)))) / Float64(Float64(3.0 * a) * fma(b, b, Float64(t_3 + Float64(sqrt(t_3) * b))))) end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * c), $MachinePrecision] * -9.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(a * a), $MachinePrecision] * N[(c * c), $MachinePrecision]), $MachinePrecision] * 27.0 + N[(-0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(c * c), $MachinePrecision] * 6.75), $MachinePrecision]}, Block[{t$95$3 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, N[(N[(b * N[(-0.5 * N[(N[(N[(N[Power[t$95$2, 2.0], $MachinePrecision] * 0.25 + N[(N[(N[(-27.0 * N[Power[c, 3.0], $MachinePrecision] + N[(N[(t$95$2 * c), $MachinePrecision] * 4.5), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision] * -4.5), $MachinePrecision]), $MachinePrecision] * N[Power[a, 4.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(N[(N[(N[(-27.0 * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] * N[Power[c, 3.0], $MachinePrecision] + N[(-0.5 * N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$1 / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(0.5 * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[(b * b + N[(t$95$3 + N[(N[Sqrt[t$95$3], $MachinePrecision] * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(a \cdot c\right) \cdot -9\\
t_1 := \mathsf{fma}\left(\left(a \cdot a\right) \cdot \left(c \cdot c\right), 27, -0.25 \cdot {t\_0}^{2}\right)\\
t_2 := \left(c \cdot c\right) \cdot 6.75\\
t_3 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\frac{b \cdot \mathsf{fma}\left(-0.5, \frac{\mathsf{fma}\left({t\_2}^{2}, 0.25, \left(\mathsf{fma}\left(-27, {c}^{3}, \left(t\_2 \cdot c\right) \cdot 4.5\right) \cdot c\right) \cdot -4.5\right) \cdot {a}^{4}}{{b}^{6}}, \mathsf{fma}\left(0.5, \frac{\mathsf{fma}\left(-27 \cdot {a}^{3}, {c}^{3}, -0.5 \cdot \left(t\_0 \cdot t\_1\right)\right)}{{b}^{4}} + \frac{t\_1}{b \cdot b}, 0.5 \cdot t\_0\right)\right)}{\left(3 \cdot a\right) \cdot \mathsf{fma}\left(b, b, t\_3 + \sqrt{t\_3} \cdot b\right)}
\end{array}
\end{array}
Initial program 54.0%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites54.0%
Applied rewrites55.2%
Taylor expanded in b around inf
Applied rewrites93.7%
Taylor expanded in a around 0
Applied rewrites93.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.1)
(/ (* (pow a -1.0) (/ (- t_0 (* b b)) (+ (sqrt t_0) b))) 3.0)
(/
(fma
(/ (* -0.375 a) b)
(/ (* c c) b)
(fma (/ (* (* (pow c 3.0) a) a) (pow b 4.0)) -0.5625 (* -0.5 c)))
b))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.1) {
tmp = (pow(a, -1.0) * ((t_0 - (b * b)) / (sqrt(t_0) + b))) / 3.0;
} else {
tmp = fma(((-0.375 * a) / b), ((c * c) / b), fma((((pow(c, 3.0) * a) * a) / pow(b, 4.0)), -0.5625, (-0.5 * c))) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.1) tmp = Float64(Float64((a ^ -1.0) * Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b))) / 3.0); else tmp = Float64(fma(Float64(Float64(-0.375 * a) / b), Float64(Float64(c * c) / b), fma(Float64(Float64(Float64((c ^ 3.0) * a) * a) / (b ^ 4.0)), -0.5625, Float64(-0.5 * c))) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.1], N[(N[(N[Power[a, -1.0], $MachinePrecision] * N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / 3.0), $MachinePrecision], N[(N[(N[(N[(-0.375 * a), $MachinePrecision] / b), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / b), $MachinePrecision] + N[(N[(N[(N[(N[Power[c, 3.0], $MachinePrecision] * a), $MachinePrecision] * a), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] * -0.5625 + N[(-0.5 * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.1:\\
\;\;\;\;\frac{{a}^{-1} \cdot \frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{-0.375 \cdot a}{b}, \frac{c \cdot c}{b}, \mathsf{fma}\left(\frac{\left({c}^{3} \cdot a\right) \cdot a}{{b}^{4}}, -0.5625, -0.5 \cdot c\right)\right)}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.10000000000000001Initial program 80.8%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites80.7%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites82.9%
if -0.10000000000000001 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 48.1%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites94.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.1)
(/ (* (pow a -1.0) (/ (- t_0 (* b b)) (+ (sqrt t_0) b))) 3.0)
(fma
(* (fma (* -0.5625 a) (/ c (pow b 5.0)) (/ -0.375 (pow b 3.0))) (* c c))
a
(* -0.5 (/ c b))))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.1) {
tmp = (pow(a, -1.0) * ((t_0 - (b * b)) / (sqrt(t_0) + b))) / 3.0;
} else {
tmp = fma((fma((-0.5625 * a), (c / pow(b, 5.0)), (-0.375 / pow(b, 3.0))) * (c * c)), a, (-0.5 * (c / b)));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.1) tmp = Float64(Float64((a ^ -1.0) * Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b))) / 3.0); else tmp = fma(Float64(fma(Float64(-0.5625 * a), Float64(c / (b ^ 5.0)), Float64(-0.375 / (b ^ 3.0))) * Float64(c * c)), a, Float64(-0.5 * Float64(c / b))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.1], N[(N[(N[Power[a, -1.0], $MachinePrecision] * N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / 3.0), $MachinePrecision], N[(N[(N[(N[(-0.5625 * a), $MachinePrecision] * N[(c / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(-0.375 / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(c * c), $MachinePrecision]), $MachinePrecision] * a + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.1:\\
\;\;\;\;\frac{{a}^{-1} \cdot \frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{3}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\mathsf{fma}\left(-0.5625 \cdot a, \frac{c}{{b}^{5}}, \frac{-0.375}{{b}^{3}}\right) \cdot \left(c \cdot c\right), a, -0.5 \cdot \frac{c}{b}\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.10000000000000001Initial program 80.8%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites80.7%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites82.9%
if -0.10000000000000001 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 48.1%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites96.1%
Taylor expanded in c around 0
Applied rewrites94.3%
(FPCore (a b c)
:precision binary64
(fma
(/
(fma
(* -1.0546875 (pow c 4.0))
(* a a)
(* (* (* c c) (fma -0.375 (* b b) (* -0.5625 (* a c)))) (* b b)))
(pow b 7.0))
a
(* -0.5 (/ c b))))
double code(double a, double b, double c) {
return fma((fma((-1.0546875 * pow(c, 4.0)), (a * a), (((c * c) * fma(-0.375, (b * b), (-0.5625 * (a * c)))) * (b * b))) / pow(b, 7.0)), a, (-0.5 * (c / b)));
}
function code(a, b, c) return fma(Float64(fma(Float64(-1.0546875 * (c ^ 4.0)), Float64(a * a), Float64(Float64(Float64(c * c) * fma(-0.375, Float64(b * b), Float64(-0.5625 * Float64(a * c)))) * Float64(b * b))) / (b ^ 7.0)), a, Float64(-0.5 * Float64(c / b))) end
code[a_, b_, c_] := N[(N[(N[(N[(-1.0546875 * N[Power[c, 4.0], $MachinePrecision]), $MachinePrecision] * N[(a * a), $MachinePrecision] + N[(N[(N[(c * c), $MachinePrecision] * N[(-0.375 * N[(b * b), $MachinePrecision] + N[(-0.5625 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision] * a + N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\mathsf{fma}\left(\frac{\mathsf{fma}\left(-1.0546875 \cdot {c}^{4}, a \cdot a, \left(\left(c \cdot c\right) \cdot \mathsf{fma}\left(-0.375, b \cdot b, -0.5625 \cdot \left(a \cdot c\right)\right)\right) \cdot \left(b \cdot b\right)\right)}{{b}^{7}}, a, -0.5 \cdot \frac{c}{b}\right)
\end{array}
Initial program 54.0%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
Applied rewrites93.5%
Taylor expanded in b around 0
Applied rewrites93.5%
Taylor expanded in c around 0
Applied rewrites93.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.1)
(/ (* (pow a -1.0) (/ (- t_0 (* b b)) (+ (sqrt t_0) b))) 3.0)
(*
(/
(fma
(/ (* (* (* a a) c) c) (pow b 4.0))
0.5625
(fma (* 0.375 a) (/ c (* b b)) 0.5))
(- b))
c))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.1) {
tmp = (pow(a, -1.0) * ((t_0 - (b * b)) / (sqrt(t_0) + b))) / 3.0;
} else {
tmp = (fma(((((a * a) * c) * c) / pow(b, 4.0)), 0.5625, fma((0.375 * a), (c / (b * b)), 0.5)) / -b) * c;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.1) tmp = Float64(Float64((a ^ -1.0) * Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b))) / 3.0); else tmp = Float64(Float64(fma(Float64(Float64(Float64(Float64(a * a) * c) * c) / (b ^ 4.0)), 0.5625, fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5)) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.1], N[(N[(N[Power[a, -1.0], $MachinePrecision] * N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / 3.0), $MachinePrecision], N[(N[(N[(N[(N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] * 0.5625 + N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision]), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.1:\\
\;\;\;\;\frac{{a}^{-1} \cdot \frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{\left(\left(a \cdot a\right) \cdot c\right) \cdot c}{{b}^{4}}, 0.5625, \mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)\right)}{-b} \cdot c\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.10000000000000001Initial program 80.8%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites80.7%
lift--.f64N/A
flip--N/A
lower-/.f64N/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
rem-square-sqrtN/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites82.9%
if -0.10000000000000001 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 48.1%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites94.2%
Taylor expanded in b around -inf
Applied rewrites94.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.1)
(/ (/ (- t_0 (* b b)) (* (+ (sqrt t_0) b) a)) 3.0)
(*
(/
(fma
(/ (* (* (* a a) c) c) (pow b 4.0))
0.5625
(fma (* 0.375 a) (/ c (* b b)) 0.5))
(- b))
c))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.1) {
tmp = ((t_0 - (b * b)) / ((sqrt(t_0) + b) * a)) / 3.0;
} else {
tmp = (fma(((((a * a) * c) * c) / pow(b, 4.0)), 0.5625, fma((0.375 * a), (c / (b * b)), 0.5)) / -b) * c;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.1) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(Float64(sqrt(t_0) + b) * a)) / 3.0); else tmp = Float64(Float64(fma(Float64(Float64(Float64(Float64(a * a) * c) * c) / (b ^ 4.0)), 0.5625, fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5)) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.1], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] / 3.0), $MachinePrecision], N[(N[(N[(N[(N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] * 0.5625 + N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision]), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.1:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\left(\sqrt{t\_0} + b\right) \cdot a}}{3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{\left(\left(a \cdot a\right) \cdot c\right) \cdot c}{{b}^{4}}, 0.5625, \mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)\right)}{-b} \cdot c\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.10000000000000001Initial program 80.8%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites80.7%
lift-*.f64N/A
*-commutativeN/A
lift--.f64N/A
flip--N/A
lift-pow.f64N/A
unpow-1N/A
frac-timesN/A
lower-/.f64N/A
Applied rewrites82.9%
if -0.10000000000000001 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 48.1%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites94.2%
Taylor expanded in b around -inf
Applied rewrites94.2%
Final simplification92.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.1)
(/ (/ (- t_0 (* b b)) (* (+ (sqrt t_0) b) a)) 3.0)
(*
(fma
(/ (fma (* (* b a) b) -0.375 (* (* (* a a) c) -0.5625)) (pow b 5.0))
c
(/ -0.5 b))
c))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.1) {
tmp = ((t_0 - (b * b)) / ((sqrt(t_0) + b) * a)) / 3.0;
} else {
tmp = fma((fma(((b * a) * b), -0.375, (((a * a) * c) * -0.5625)) / pow(b, 5.0)), c, (-0.5 / b)) * c;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.1) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(Float64(sqrt(t_0) + b) * a)) / 3.0); else tmp = Float64(fma(Float64(fma(Float64(Float64(b * a) * b), -0.375, Float64(Float64(Float64(a * a) * c) * -0.5625)) / (b ^ 5.0)), c, Float64(-0.5 / b)) * c); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.1], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] / 3.0), $MachinePrecision], N[(N[(N[(N[(N[(N[(b * a), $MachinePrecision] * b), $MachinePrecision] * -0.375 + N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] * -0.5625), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] * c + N[(-0.5 / b), $MachinePrecision]), $MachinePrecision] * c), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.1:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\left(\sqrt{t\_0} + b\right) \cdot a}}{3}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{\mathsf{fma}\left(\left(b \cdot a\right) \cdot b, -0.375, \left(\left(a \cdot a\right) \cdot c\right) \cdot -0.5625\right)}{{b}^{5}}, c, \frac{-0.5}{b}\right) \cdot c\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.10000000000000001Initial program 80.8%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites80.7%
lift-*.f64N/A
*-commutativeN/A
lift--.f64N/A
flip--N/A
lift-pow.f64N/A
unpow-1N/A
frac-timesN/A
lower-/.f64N/A
Applied rewrites82.9%
if -0.10000000000000001 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 48.1%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites94.2%
Taylor expanded in b around 0
Applied rewrites94.2%
Final simplification92.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= b 0.83)
(/ (* (- (* b b) t_0) (/ 0.3333333333333333 a)) (- (- b) (sqrt t_0)))
(/ (fma (* -0.375 a) (/ (* c c) (* b b)) (* -0.5 c)) b))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (b <= 0.83) {
tmp = (((b * b) - t_0) * (0.3333333333333333 / a)) / (-b - sqrt(t_0));
} else {
tmp = fma((-0.375 * a), ((c * c) / (b * b)), (-0.5 * c)) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(Float64(Float64(b * b) - t_0) * Float64(0.3333333333333333 / a)) / Float64(Float64(-b) - sqrt(t_0))); else tmp = Float64(fma(Float64(-0.375 * a), Float64(Float64(c * c) / Float64(b * b)), Float64(-0.5 * c)) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 0.83], N[(N[(N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision] * N[(0.3333333333333333 / a), $MachinePrecision]), $MachinePrecision] / N[((-b) - N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(-0.375 * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * c), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{\left(b \cdot b - t\_0\right) \cdot \frac{0.3333333333333333}{a}}{\left(-b\right) - \sqrt{t\_0}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(-0.375 \cdot a, \frac{c \cdot c}{b \cdot b}, -0.5 \cdot c\right)}{b}\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites83.2%
Applied rewrites84.9%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in b around inf
lower-/.f64N/A
+-commutativeN/A
associate-*r/N/A
associate-*r*N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-*.f6488.6
Applied rewrites88.6%
Applied rewrites88.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 c) a (* b b))))
(if (<= b 0.83)
(/ (- (* b b) t_0) (* (* 3.0 a) (- (- b) (sqrt t_0))))
(/ (fma (* -0.375 a) (/ (* c c) (* b b)) (* -0.5 c)) b))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * c), a, (b * b));
double tmp;
if (b <= 0.83) {
tmp = ((b * b) - t_0) / ((3.0 * a) * (-b - sqrt(t_0)));
} else {
tmp = fma((-0.375 * a), ((c * c) / (b * b)), (-0.5 * c)) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * c), a, Float64(b * b)) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(Float64(b * b) - t_0) / Float64(Float64(3.0 * a) * Float64(Float64(-b) - sqrt(t_0)))); else tmp = Float64(fma(Float64(-0.375 * a), Float64(Float64(c * c) / Float64(b * b)), Float64(-0.5 * c)) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 0.83], N[(N[(N[(b * b), $MachinePrecision] - t$95$0), $MachinePrecision] / N[(N[(3.0 * a), $MachinePrecision] * N[((-b) - N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(-0.375 * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * c), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)\\
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{b \cdot b - t\_0}{\left(3 \cdot a\right) \cdot \left(\left(-b\right) - \sqrt{t\_0}\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(-0.375 \cdot a, \frac{c \cdot c}{b \cdot b}, -0.5 \cdot c\right)}{b}\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lift-*.f64N/A
associate-/l/N/A
inv-powN/A
associate-*l/N/A
lower-/.f64N/A
Applied rewrites83.2%
Applied rewrites84.8%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in b around inf
lower-/.f64N/A
+-commutativeN/A
associate-*r/N/A
associate-*r*N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-*.f6488.6
Applied rewrites88.6%
Applied rewrites88.6%
(FPCore (a b c) :precision binary64 (if (<= b 0.83) (/ (+ (- b) (sqrt (fma b b (* (* -3.0 a) c)))) (* 3.0 a)) (/ (fma (* -0.375 a) (/ (* c c) (* b b)) (* -0.5 c)) b)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.83) {
tmp = (-b + sqrt(fma(b, b, ((-3.0 * a) * c)))) / (3.0 * a);
} else {
tmp = fma((-0.375 * a), ((c * c) / (b * b)), (-0.5 * c)) / b;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(Float64(-3.0 * a) * c)))) / Float64(3.0 * a)); else tmp = Float64(fma(Float64(-0.375 * a), Float64(Float64(c * c) / Float64(b * b)), Float64(-0.5 * c)) / b); end return tmp end
code[a_, b_, c_] := If[LessEqual[b, 0.83], N[(N[((-b) + N[Sqrt[N[(b * b + N[(N[(-3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(-0.375 * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(-0.5 * c), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, \left(-3 \cdot a\right) \cdot c\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(-0.375 \cdot a, \frac{c \cdot c}{b \cdot b}, -0.5 \cdot c\right)}{b}\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift--.f64N/A
sub-negN/A
lift-*.f64N/A
lower-fma.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
metadata-eval83.5
Applied rewrites83.5%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in b around inf
lower-/.f64N/A
+-commutativeN/A
associate-*r/N/A
associate-*r*N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-*.f6488.6
Applied rewrites88.6%
Applied rewrites88.6%
(FPCore (a b c) :precision binary64 (if (<= b 0.83) (/ (+ (- b) (sqrt (fma b b (* (* -3.0 a) c)))) (* 3.0 a)) (* (/ (fma (* 0.375 a) (/ c (* b b)) 0.5) (- b)) c)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.83) {
tmp = (-b + sqrt(fma(b, b, ((-3.0 * a) * c)))) / (3.0 * a);
} else {
tmp = (fma((0.375 * a), (c / (b * b)), 0.5) / -b) * c;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(Float64(-3.0 * a) * c)))) / Float64(3.0 * a)); else tmp = Float64(Float64(fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := If[LessEqual[b, 0.83], N[(N[((-b) + N[Sqrt[N[(b * b + N[(N[(-3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, \left(-3 \cdot a\right) \cdot c\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)}{-b} \cdot c\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift--.f64N/A
sub-negN/A
lift-*.f64N/A
lower-fma.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
metadata-eval83.5
Applied rewrites83.5%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.4%
Taylor expanded in b around -inf
Applied rewrites88.5%
(FPCore (a b c) :precision binary64 (if (<= b 0.83) (/ (- (sqrt (fma (* -3.0 c) a (* b b))) b) (* a 3.0)) (* (/ (fma (* 0.375 a) (/ c (* b b)) 0.5) (- b)) c)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.83) {
tmp = (sqrt(fma((-3.0 * c), a, (b * b))) - b) / (a * 3.0);
} else {
tmp = (fma((0.375 * a), (c / (b * b)), 0.5) / -b) * c;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(sqrt(fma(Float64(-3.0 * c), a, Float64(b * b))) - b) / Float64(a * 3.0)); else tmp = Float64(Float64(fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := If[LessEqual[b, 0.83], N[(N[(N[Sqrt[N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 3.0), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)} - b}{a \cdot 3}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)}{-b} \cdot c\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
Applied rewrites83.2%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.4%
Taylor expanded in b around -inf
Applied rewrites88.5%
(FPCore (a b c) :precision binary64 (if (<= b 0.83) (/ (* 0.3333333333333333 (- (sqrt (fma (* -3.0 c) a (* b b))) b)) a) (* (/ (fma (* 0.375 a) (/ c (* b b)) 0.5) (- b)) c)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.83) {
tmp = (0.3333333333333333 * (sqrt(fma((-3.0 * c), a, (b * b))) - b)) / a;
} else {
tmp = (fma((0.375 * a), (c / (b * b)), 0.5) / -b) * c;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(0.3333333333333333 * Float64(sqrt(fma(Float64(-3.0 * c), a, Float64(b * b))) - b)) / a); else tmp = Float64(Float64(fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := If[LessEqual[b, 0.83], N[(N[(0.3333333333333333 * N[(N[Sqrt[N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], N[(N[(N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{0.3333333333333333 \cdot \left(\sqrt{\mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)} - b\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)}{-b} \cdot c\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift-/.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
Applied rewrites83.2%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.4%
Taylor expanded in b around -inf
Applied rewrites88.5%
(FPCore (a b c) :precision binary64 (if (<= b 0.83) (* (/ (- (sqrt (fma (* -3.0 c) a (* b b))) b) a) 0.3333333333333333) (* (/ (fma (* 0.375 a) (/ c (* b b)) 0.5) (- b)) c)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.83) {
tmp = ((sqrt(fma((-3.0 * c), a, (b * b))) - b) / a) * 0.3333333333333333;
} else {
tmp = (fma((0.375 * a), (c / (b * b)), 0.5) / -b) * c;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(Float64(sqrt(fma(Float64(-3.0 * c), a, Float64(b * b))) - b) / a) * 0.3333333333333333); else tmp = Float64(Float64(fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := If[LessEqual[b, 0.83], N[(N[(N[(N[Sqrt[N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.3333333333333333), $MachinePrecision], N[(N[(N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)} - b}{a} \cdot 0.3333333333333333\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)}{-b} \cdot c\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift-/.f64N/A
lift-*.f64N/A
associate-/l/N/A
div-invN/A
lower-*.f64N/A
Applied rewrites83.2%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.4%
Taylor expanded in b around -inf
Applied rewrites88.5%
(FPCore (a b c) :precision binary64 (if (<= b 0.83) (* (/ 0.3333333333333333 a) (- (sqrt (fma (* -3.0 c) a (* b b))) b)) (* (/ (fma (* 0.375 a) (/ c (* b b)) 0.5) (- b)) c)))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.83) {
tmp = (0.3333333333333333 / a) * (sqrt(fma((-3.0 * c), a, (b * b))) - b);
} else {
tmp = (fma((0.375 * a), (c / (b * b)), 0.5) / -b) * c;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b <= 0.83) tmp = Float64(Float64(0.3333333333333333 / a) * Float64(sqrt(fma(Float64(-3.0 * c), a, Float64(b * b))) - b)); else tmp = Float64(Float64(fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5) / Float64(-b)) * c); end return tmp end
code[a_, b_, c_] := If[LessEqual[b, 0.83], N[(N[(0.3333333333333333 / a), $MachinePrecision] * N[(N[Sqrt[N[(N[(-3.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.83:\\
\;\;\;\;\frac{0.3333333333333333}{a} \cdot \left(\sqrt{\mathsf{fma}\left(-3 \cdot c, a, b \cdot b\right)} - b\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)}{-b} \cdot c\\
\end{array}
\end{array}
if b < 0.82999999999999996Initial program 83.3%
lift-/.f64N/A
clear-numN/A
associate-/r/N/A
lower-*.f64N/A
lift-*.f64N/A
associate-/r*N/A
lower-/.f64N/A
metadata-eval83.3
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
unsub-negN/A
lower--.f6483.3
Applied rewrites83.2%
if 0.82999999999999996 < b Initial program 48.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites93.4%
Taylor expanded in b around -inf
Applied rewrites88.5%
(FPCore (a b c) :precision binary64 (* (/ (fma (* 0.375 a) (/ c (* b b)) 0.5) (- b)) c))
double code(double a, double b, double c) {
return (fma((0.375 * a), (c / (b * b)), 0.5) / -b) * c;
}
function code(a, b, c) return Float64(Float64(fma(Float64(0.375 * a), Float64(c / Float64(b * b)), 0.5) / Float64(-b)) * c) end
code[a_, b_, c_] := N[(N[(N[(N[(0.375 * a), $MachinePrecision] * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + 0.5), $MachinePrecision] / (-b)), $MachinePrecision] * c), $MachinePrecision]
\begin{array}{l}
\\
\frac{\mathsf{fma}\left(0.375 \cdot a, \frac{c}{b \cdot b}, 0.5\right)}{-b} \cdot c
\end{array}
Initial program 54.0%
Taylor expanded in c around 0
*-commutativeN/A
lower-*.f64N/A
Applied rewrites90.4%
Taylor expanded in b around -inf
Applied rewrites83.9%
(FPCore (a b c) :precision binary64 (* -0.5 (/ c b)))
double code(double a, double b, double c) {
return -0.5 * (c / b);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = (-0.5d0) * (c / b)
end function
public static double code(double a, double b, double c) {
return -0.5 * (c / b);
}
def code(a, b, c): return -0.5 * (c / b)
function code(a, b, c) return Float64(-0.5 * Float64(c / b)) end
function tmp = code(a, b, c) tmp = -0.5 * (c / b); end
code[a_, b_, c_] := N[(-0.5 * N[(c / b), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
-0.5 \cdot \frac{c}{b}
\end{array}
Initial program 54.0%
Taylor expanded in a around 0
lower-*.f64N/A
lower-/.f6466.4
Applied rewrites66.4%
herbie shell --seed 2024309
(FPCore (a b c)
:name "Cubic critical, narrow range"
:precision binary64
:pre (and (and (and (< 1.0536712127723509e-8 a) (< a 94906265.62425156)) (and (< 1.0536712127723509e-8 b) (< b 94906265.62425156))) (and (< 1.0536712127723509e-8 c) (< c 94906265.62425156)))
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))