
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * 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) - ((4.0d0 * a) * c)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * 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) - ((4.0d0 * a) * c)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma b b (* a (* c -4.0)))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* a 2.0)) -0.044)
(* (/ (- t_0 (* b b)) (+ b (sqrt t_0))) (/ 0.5 a))
(-
(-
(fma
-0.25
(/ (pow a 3.0) (/ (pow b 7.0) (* (pow c 4.0) 20.0)))
(* -2.0 (/ (pow c 3.0) (/ (pow b 5.0) (* a a)))))
(/ c b))
(/ (* c c) (/ (pow b 3.0) a))))))
double code(double a, double b, double c) {
double t_0 = fma(b, b, (a * (c * -4.0)));
double tmp;
if (((sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) {
tmp = ((t_0 - (b * b)) / (b + sqrt(t_0))) * (0.5 / a);
} else {
tmp = (fma(-0.25, (pow(a, 3.0) / (pow(b, 7.0) / (pow(c, 4.0) * 20.0))), (-2.0 * (pow(c, 3.0) / (pow(b, 5.0) / (a * a))))) - (c / b)) - ((c * c) / (pow(b, 3.0) / a));
}
return tmp;
}
function code(a, b, c) t_0 = fma(b, b, Float64(a * Float64(c * -4.0))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(a * 2.0)) <= -0.044) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(b + sqrt(t_0))) * Float64(0.5 / a)); else tmp = Float64(Float64(fma(-0.25, Float64((a ^ 3.0) / Float64((b ^ 7.0) / Float64((c ^ 4.0) * 20.0))), Float64(-2.0 * Float64((c ^ 3.0) / Float64((b ^ 5.0) / Float64(a * a))))) - Float64(c / b)) - Float64(Float64(c * c) / Float64((b ^ 3.0) / a))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(b * b + N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], -0.044], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(-0.25 * N[(N[Power[a, 3.0], $MachinePrecision] / N[(N[Power[b, 7.0], $MachinePrecision] / N[(N[Power[c, 4.0], $MachinePrecision] * 20.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(-2.0 * N[(N[Power[c, 3.0], $MachinePrecision] / N[(N[Power[b, 5.0], $MachinePrecision] / N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(c / b), $MachinePrecision]), $MachinePrecision] - N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(b, b, a \cdot \left(c \cdot -4\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{a \cdot 2} \leq -0.044:\\
\;\;\;\;\frac{t_0 - b \cdot b}{b + \sqrt{t_0}} \cdot \frac{0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\left(\mathsf{fma}\left(-0.25, \frac{{a}^{3}}{\frac{{b}^{7}}{{c}^{4} \cdot 20}}, -2 \cdot \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}\right) - \frac{c}{b}\right) - \frac{c \cdot c}{\frac{{b}^{3}}{a}}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) < -0.043999999999999997Initial program 83.0%
/-rgt-identity83.0%
metadata-eval83.0%
associate-/l*83.0%
associate-*r/83.0%
+-commutative83.0%
unsub-neg83.0%
fma-neg83.1%
associate-*l*83.1%
*-commutative83.1%
distribute-rgt-neg-in83.1%
metadata-eval83.1%
associate-/r*83.1%
metadata-eval83.1%
metadata-eval83.1%
Simplified83.1%
add-cbrt-cube82.9%
pow382.8%
associate-*l*82.8%
Applied egg-rr82.8%
flip--82.4%
add-sqr-sqrt83.2%
rem-cbrt-cube84.0%
rem-cbrt-cube84.0%
Applied egg-rr84.0%
if -0.043999999999999997 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) Initial program 46.2%
/-rgt-identity46.2%
metadata-eval46.2%
associate-/l*46.2%
associate-*r/46.2%
+-commutative46.2%
unsub-neg46.2%
fma-neg46.3%
associate-*l*46.3%
*-commutative46.3%
distribute-rgt-neg-in46.3%
metadata-eval46.3%
associate-/r*46.3%
metadata-eval46.3%
metadata-eval46.3%
Simplified46.3%
Taylor expanded in a around 0 96.1%
Simplified96.1%
Taylor expanded in b around 0 96.1%
associate-/l*96.1%
distribute-rgt-out96.1%
metadata-eval96.1%
Simplified96.1%
Final simplification93.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma b b (* a (* c -4.0)))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* a 2.0)) -0.044)
(* (/ (- t_0 (* b b)) (+ b (sqrt t_0))) (/ 0.5 a))
(fma
0.25
(/ (* c -4.0) b)
(fma
0.03125
(/ (* (* a a) (pow (* c -4.0) 3.0)) (pow b 5.0))
(/ (* (* a (* (* c c) 16.0)) -0.0625) (pow b 3.0)))))))
double code(double a, double b, double c) {
double t_0 = fma(b, b, (a * (c * -4.0)));
double tmp;
if (((sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) {
tmp = ((t_0 - (b * b)) / (b + sqrt(t_0))) * (0.5 / a);
} else {
tmp = fma(0.25, ((c * -4.0) / b), fma(0.03125, (((a * a) * pow((c * -4.0), 3.0)) / pow(b, 5.0)), (((a * ((c * c) * 16.0)) * -0.0625) / pow(b, 3.0))));
}
return tmp;
}
function code(a, b, c) t_0 = fma(b, b, Float64(a * Float64(c * -4.0))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(a * 2.0)) <= -0.044) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(b + sqrt(t_0))) * Float64(0.5 / a)); else tmp = fma(0.25, Float64(Float64(c * -4.0) / b), fma(0.03125, Float64(Float64(Float64(a * a) * (Float64(c * -4.0) ^ 3.0)) / (b ^ 5.0)), Float64(Float64(Float64(a * Float64(Float64(c * c) * 16.0)) * -0.0625) / (b ^ 3.0)))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(b * b + N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], -0.044], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision], N[(0.25 * N[(N[(c * -4.0), $MachinePrecision] / b), $MachinePrecision] + N[(0.03125 * N[(N[(N[(a * a), $MachinePrecision] * N[Power[N[(c * -4.0), $MachinePrecision], 3.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(N[(N[(a * N[(N[(c * c), $MachinePrecision] * 16.0), $MachinePrecision]), $MachinePrecision] * -0.0625), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(b, b, a \cdot \left(c \cdot -4\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{a \cdot 2} \leq -0.044:\\
\;\;\;\;\frac{t_0 - b \cdot b}{b + \sqrt{t_0}} \cdot \frac{0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(0.25, \frac{c \cdot -4}{b}, \mathsf{fma}\left(0.03125, \frac{\left(a \cdot a\right) \cdot {\left(c \cdot -4\right)}^{3}}{{b}^{5}}, \frac{\left(a \cdot \left(\left(c \cdot c\right) \cdot 16\right)\right) \cdot -0.0625}{{b}^{3}}\right)\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) < -0.043999999999999997Initial program 83.0%
/-rgt-identity83.0%
metadata-eval83.0%
associate-/l*83.0%
associate-*r/83.0%
+-commutative83.0%
unsub-neg83.0%
fma-neg83.1%
associate-*l*83.1%
*-commutative83.1%
distribute-rgt-neg-in83.1%
metadata-eval83.1%
associate-/r*83.1%
metadata-eval83.1%
metadata-eval83.1%
Simplified83.1%
add-cbrt-cube82.9%
pow382.8%
associate-*l*82.8%
Applied egg-rr82.8%
flip--82.4%
add-sqr-sqrt83.2%
rem-cbrt-cube84.0%
rem-cbrt-cube84.0%
Applied egg-rr84.0%
if -0.043999999999999997 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) Initial program 46.2%
/-rgt-identity46.2%
metadata-eval46.2%
associate-/l*46.2%
associate-*r/46.2%
+-commutative46.2%
unsub-neg46.2%
fma-neg46.3%
associate-*l*46.3%
*-commutative46.3%
distribute-rgt-neg-in46.3%
metadata-eval46.3%
associate-/r*46.3%
metadata-eval46.3%
metadata-eval46.3%
Simplified46.3%
fma-udef46.2%
*-commutative46.2%
metadata-eval46.2%
cancel-sign-sub-inv46.2%
associate-*l*46.2%
*-un-lft-identity46.2%
prod-diff46.3%
Applied egg-rr46.2%
+-commutative46.2%
fma-udef46.2%
*-rgt-identity46.2%
*-rgt-identity46.2%
count-246.2%
*-commutative46.2%
*-commutative46.2%
associate-*r*46.2%
*-rgt-identity46.2%
fma-neg46.1%
*-commutative46.1%
*-commutative46.1%
associate-*r*46.1%
Simplified46.1%
Taylor expanded in a around 0 94.4%
fma-def94.4%
distribute-rgt-out--94.4%
metadata-eval94.4%
+-commutative94.4%
fma-def94.4%
*-commutative94.4%
unpow294.4%
distribute-rgt-out--94.4%
metadata-eval94.4%
Simplified94.4%
Final simplification92.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma b b (* a (* c -4.0)))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* a 2.0)) -0.044)
(* (/ (- t_0 (* b b)) (+ b (sqrt t_0))) (/ 0.5 a))
(-
(fma -2.0 (/ (pow c 3.0) (/ (pow b 5.0) (* a a))) (/ (- c) b))
(/ (* c c) (/ (pow b 3.0) a))))))
double code(double a, double b, double c) {
double t_0 = fma(b, b, (a * (c * -4.0)));
double tmp;
if (((sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) {
tmp = ((t_0 - (b * b)) / (b + sqrt(t_0))) * (0.5 / a);
} else {
tmp = fma(-2.0, (pow(c, 3.0) / (pow(b, 5.0) / (a * a))), (-c / b)) - ((c * c) / (pow(b, 3.0) / a));
}
return tmp;
}
function code(a, b, c) t_0 = fma(b, b, Float64(a * Float64(c * -4.0))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(a * 2.0)) <= -0.044) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(b + sqrt(t_0))) * Float64(0.5 / a)); else tmp = Float64(fma(-2.0, Float64((c ^ 3.0) / Float64((b ^ 5.0) / Float64(a * a))), Float64(Float64(-c) / b)) - Float64(Float64(c * c) / Float64((b ^ 3.0) / a))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(b * b + N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], -0.044], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * N[(N[Power[c, 3.0], $MachinePrecision] / N[(N[Power[b, 5.0], $MachinePrecision] / N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[((-c) / b), $MachinePrecision]), $MachinePrecision] - N[(N[(c * c), $MachinePrecision] / N[(N[Power[b, 3.0], $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(b, b, a \cdot \left(c \cdot -4\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{a \cdot 2} \leq -0.044:\\
\;\;\;\;\frac{t_0 - b \cdot b}{b + \sqrt{t_0}} \cdot \frac{0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-2, \frac{{c}^{3}}{\frac{{b}^{5}}{a \cdot a}}, \frac{-c}{b}\right) - \frac{c \cdot c}{\frac{{b}^{3}}{a}}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) < -0.043999999999999997Initial program 83.0%
/-rgt-identity83.0%
metadata-eval83.0%
associate-/l*83.0%
associate-*r/83.0%
+-commutative83.0%
unsub-neg83.0%
fma-neg83.1%
associate-*l*83.1%
*-commutative83.1%
distribute-rgt-neg-in83.1%
metadata-eval83.1%
associate-/r*83.1%
metadata-eval83.1%
metadata-eval83.1%
Simplified83.1%
add-cbrt-cube82.9%
pow382.8%
associate-*l*82.8%
Applied egg-rr82.8%
flip--82.4%
add-sqr-sqrt83.2%
rem-cbrt-cube84.0%
rem-cbrt-cube84.0%
Applied egg-rr84.0%
if -0.043999999999999997 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) Initial program 46.2%
/-rgt-identity46.2%
metadata-eval46.2%
associate-/l*46.2%
associate-*r/46.2%
+-commutative46.2%
unsub-neg46.2%
fma-neg46.3%
associate-*l*46.3%
*-commutative46.3%
distribute-rgt-neg-in46.3%
metadata-eval46.3%
associate-/r*46.3%
metadata-eval46.3%
metadata-eval46.3%
Simplified46.3%
Taylor expanded in b around inf 94.4%
+-commutative94.4%
mul-1-neg94.4%
unsub-neg94.4%
+-commutative94.4%
fma-def94.4%
associate-/l*94.4%
unpow294.4%
mul-1-neg94.4%
distribute-neg-frac94.4%
associate-/l*94.4%
unpow294.4%
Simplified94.4%
Final simplification92.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma b b (* a (* c -4.0)))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* a 2.0)) -0.044)
(* (/ (- t_0 (* b b)) (+ b (sqrt t_0))) (/ 0.5 a))
(/ (/ (* c (* a -4.0)) (+ b (+ b (* -2.0 (/ c (/ b a)))))) (* a 2.0)))))
double code(double a, double b, double c) {
double t_0 = fma(b, b, (a * (c * -4.0)));
double tmp;
if (((sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) {
tmp = ((t_0 - (b * b)) / (b + sqrt(t_0))) * (0.5 / a);
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
function code(a, b, c) t_0 = fma(b, b, Float64(a * Float64(c * -4.0))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(a * 2.0)) <= -0.044) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(b + sqrt(t_0))) * Float64(0.5 / a)); else tmp = Float64(Float64(Float64(c * Float64(a * -4.0)) / Float64(b + Float64(b + Float64(-2.0 * Float64(c / Float64(b / a)))))) / Float64(a * 2.0)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(b * b + N[(a * N[(c * -4.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], -0.044], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision] / N[(b + N[(b + N[(-2.0 * N[(c / N[(b / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(b, b, a \cdot \left(c \cdot -4\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{a \cdot 2} \leq -0.044:\\
\;\;\;\;\frac{t_0 - b \cdot b}{b + \sqrt{t_0}} \cdot \frac{0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{c \cdot \left(a \cdot -4\right)}{b + \left(b + -2 \cdot \frac{c}{\frac{b}{a}}\right)}}{a \cdot 2}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) < -0.043999999999999997Initial program 83.0%
/-rgt-identity83.0%
metadata-eval83.0%
associate-/l*83.0%
associate-*r/83.0%
+-commutative83.0%
unsub-neg83.0%
fma-neg83.1%
associate-*l*83.1%
*-commutative83.1%
distribute-rgt-neg-in83.1%
metadata-eval83.1%
associate-/r*83.1%
metadata-eval83.1%
metadata-eval83.1%
Simplified83.1%
add-cbrt-cube82.9%
pow382.8%
associate-*l*82.8%
Applied egg-rr82.8%
flip--82.4%
add-sqr-sqrt83.2%
rem-cbrt-cube84.0%
rem-cbrt-cube84.0%
Applied egg-rr84.0%
if -0.043999999999999997 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) Initial program 46.2%
*-commutative46.2%
+-commutative46.2%
unsub-neg46.2%
fma-neg46.3%
associate-*l*46.3%
*-commutative46.3%
distribute-rgt-neg-in46.3%
metadata-eval46.3%
Simplified46.3%
Taylor expanded in b around inf 36.3%
flip--36.1%
associate-/l*36.1%
associate-/l*36.1%
associate-/l*36.1%
Applied egg-rr36.1%
Taylor expanded in b around inf 90.9%
*-commutative90.9%
associate-*r*90.9%
Simplified90.9%
Final simplification89.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (* -8.0 (* a c)) (+ (* b b) (* 4.0 (* a c))))))
(if (<= (/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* a 2.0)) -0.044)
(* (/ 0.5 a) (/ (- t_0 (* b b)) (+ b (sqrt t_0))))
(/ (/ (* c (* a -4.0)) (+ b (+ b (* -2.0 (/ c (/ b a)))))) (* a 2.0)))))
double code(double a, double b, double c) {
double t_0 = (-8.0 * (a * c)) + ((b * b) + (4.0 * (a * c)));
double tmp;
if (((sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) {
tmp = (0.5 / a) * ((t_0 - (b * b)) / (b + sqrt(t_0)));
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = ((-8.0d0) * (a * c)) + ((b * b) + (4.0d0 * (a * c)))
if (((sqrt(((b * b) - ((4.0d0 * a) * c))) - b) / (a * 2.0d0)) <= (-0.044d0)) then
tmp = (0.5d0 / a) * ((t_0 - (b * b)) / (b + sqrt(t_0)))
else
tmp = ((c * (a * (-4.0d0))) / (b + (b + ((-2.0d0) * (c / (b / a)))))) / (a * 2.0d0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (-8.0 * (a * c)) + ((b * b) + (4.0 * (a * c)));
double tmp;
if (((Math.sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) {
tmp = (0.5 / a) * ((t_0 - (b * b)) / (b + Math.sqrt(t_0)));
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
def code(a, b, c): t_0 = (-8.0 * (a * c)) + ((b * b) + (4.0 * (a * c))) tmp = 0 if ((math.sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044: tmp = (0.5 / a) * ((t_0 - (b * b)) / (b + math.sqrt(t_0))) else: tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0) return tmp
function code(a, b, c) t_0 = Float64(Float64(-8.0 * Float64(a * c)) + Float64(Float64(b * b) + Float64(4.0 * Float64(a * c)))) tmp = 0.0 if (Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(a * 2.0)) <= -0.044) tmp = Float64(Float64(0.5 / a) * Float64(Float64(t_0 - Float64(b * b)) / Float64(b + sqrt(t_0)))); else tmp = Float64(Float64(Float64(c * Float64(a * -4.0)) / Float64(b + Float64(b + Float64(-2.0 * Float64(c / Float64(b / a)))))) / Float64(a * 2.0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (-8.0 * (a * c)) + ((b * b) + (4.0 * (a * c))); tmp = 0.0; if (((sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0)) <= -0.044) tmp = (0.5 / a) * ((t_0 - (b * b)) / (b + sqrt(t_0))); else tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-8.0 * N[(a * c), $MachinePrecision]), $MachinePrecision] + N[(N[(b * b), $MachinePrecision] + N[(4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision], -0.044], N[(N[(0.5 / a), $MachinePrecision] * N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(b + N[Sqrt[t$95$0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision] / N[(b + N[(b + N[(-2.0 * N[(c / N[(b / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -8 \cdot \left(a \cdot c\right) + \left(b \cdot b + 4 \cdot \left(a \cdot c\right)\right)\\
\mathbf{if}\;\frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{a \cdot 2} \leq -0.044:\\
\;\;\;\;\frac{0.5}{a} \cdot \frac{t_0 - b \cdot b}{b + \sqrt{t_0}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{c \cdot \left(a \cdot -4\right)}{b + \left(b + -2 \cdot \frac{c}{\frac{b}{a}}\right)}}{a \cdot 2}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) < -0.043999999999999997Initial program 83.0%
/-rgt-identity83.0%
metadata-eval83.0%
associate-/l*83.0%
associate-*r/83.0%
+-commutative83.0%
unsub-neg83.0%
fma-neg83.1%
associate-*l*83.1%
*-commutative83.1%
distribute-rgt-neg-in83.1%
metadata-eval83.1%
associate-/r*83.1%
metadata-eval83.1%
metadata-eval83.1%
Simplified83.1%
fma-udef83.0%
*-commutative83.0%
metadata-eval83.0%
cancel-sign-sub-inv83.0%
associate-*l*83.0%
*-un-lft-identity83.0%
prod-diff83.1%
Applied egg-rr82.9%
+-commutative82.9%
fma-udef82.9%
*-rgt-identity82.9%
*-rgt-identity82.9%
count-282.9%
*-commutative82.9%
*-commutative82.9%
associate-*r*82.9%
*-rgt-identity82.9%
fma-neg82.9%
*-commutative82.9%
*-commutative82.9%
associate-*r*82.9%
Simplified82.9%
flip--82.7%
add-sqr-sqrt83.8%
associate-*r*83.8%
metadata-eval83.8%
cancel-sign-sub-inv83.8%
metadata-eval83.8%
Applied egg-rr83.8%
if -0.043999999999999997 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) Initial program 46.2%
*-commutative46.2%
+-commutative46.2%
unsub-neg46.2%
fma-neg46.3%
associate-*l*46.3%
*-commutative46.3%
distribute-rgt-neg-in46.3%
metadata-eval46.3%
Simplified46.3%
Taylor expanded in b around inf 36.3%
flip--36.1%
associate-/l*36.1%
associate-/l*36.1%
associate-/l*36.1%
Applied egg-rr36.1%
Taylor expanded in b around inf 90.9%
*-commutative90.9%
associate-*r*90.9%
Simplified90.9%
Final simplification89.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (sqrt (- (* b b) (* (* 4.0 a) c))) b) (* a 2.0))))
(if (<= t_0 -0.044)
t_0
(/ (/ (* c (* a -4.0)) (+ b (+ b (* -2.0 (/ c (/ b a)))))) (* a 2.0)))))
double code(double a, double b, double c) {
double t_0 = (sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0);
double tmp;
if (t_0 <= -0.044) {
tmp = t_0;
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = (sqrt(((b * b) - ((4.0d0 * a) * c))) - b) / (a * 2.0d0)
if (t_0 <= (-0.044d0)) then
tmp = t_0
else
tmp = ((c * (a * (-4.0d0))) / (b + (b + ((-2.0d0) * (c / (b / a)))))) / (a * 2.0d0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = (Math.sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0);
double tmp;
if (t_0 <= -0.044) {
tmp = t_0;
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
def code(a, b, c): t_0 = (math.sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0) tmp = 0 if t_0 <= -0.044: tmp = t_0 else: tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0) return tmp
function code(a, b, c) t_0 = Float64(Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b) / Float64(a * 2.0)) tmp = 0.0 if (t_0 <= -0.044) tmp = t_0; else tmp = Float64(Float64(Float64(c * Float64(a * -4.0)) / Float64(b + Float64(b + Float64(-2.0 * Float64(c / Float64(b / a)))))) / Float64(a * 2.0)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = (sqrt(((b * b) - ((4.0 * a) * c))) - b) / (a * 2.0); tmp = 0.0; if (t_0 <= -0.044) tmp = t_0; else tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[t$95$0, -0.044], t$95$0, N[(N[(N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision] / N[(b + N[(b + N[(-2.0 * N[(c / N[(b / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b}{a \cdot 2}\\
\mathbf{if}\;t_0 \leq -0.044:\\
\;\;\;\;t_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{c \cdot \left(a \cdot -4\right)}{b + \left(b + -2 \cdot \frac{c}{\frac{b}{a}}\right)}}{a \cdot 2}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) < -0.043999999999999997Initial program 83.0%
*-commutative83.0%
+-commutative83.0%
unsub-neg83.0%
fma-neg83.1%
associate-*l*83.1%
*-commutative83.1%
distribute-rgt-neg-in83.1%
metadata-eval83.1%
Simplified83.1%
fma-udef83.0%
*-commutative83.0%
metadata-eval83.0%
cancel-sign-sub-inv83.0%
associate-*l*83.0%
*-un-lft-identity83.0%
prod-diff83.1%
Applied egg-rr82.9%
*-rgt-identity82.9%
fma-neg82.9%
fma-udef82.9%
*-rgt-identity82.9%
*-rgt-identity82.9%
associate--r-83.0%
associate--r+83.0%
+-inverses83.0%
neg-sub083.0%
associate-*r*83.0%
distribute-rgt-neg-in83.0%
metadata-eval83.0%
*-commutative83.0%
associate-*r*83.0%
Simplified83.0%
if -0.043999999999999997 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 4 a) c)))) (*.f64 2 a)) Initial program 46.2%
*-commutative46.2%
+-commutative46.2%
unsub-neg46.2%
fma-neg46.3%
associate-*l*46.3%
*-commutative46.3%
distribute-rgt-neg-in46.3%
metadata-eval46.3%
Simplified46.3%
Taylor expanded in b around inf 36.3%
flip--36.1%
associate-/l*36.1%
associate-/l*36.1%
associate-/l*36.1%
Applied egg-rr36.1%
Taylor expanded in b around inf 90.9%
*-commutative90.9%
associate-*r*90.9%
Simplified90.9%
Final simplification89.1%
(FPCore (a b c) :precision binary64 (if (<= b 0.075) (* (/ 0.5 a) (- (sqrt (- (* b b) (* (* 4.0 a) c))) b)) (/ (/ (* c (* a -4.0)) (+ b (+ b (* -2.0 (/ c (/ b a)))))) (* a 2.0))))
double code(double a, double b, double c) {
double tmp;
if (b <= 0.075) {
tmp = (0.5 / a) * (sqrt(((b * b) - ((4.0 * a) * c))) - b);
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b <= 0.075d0) then
tmp = (0.5d0 / a) * (sqrt(((b * b) - ((4.0d0 * a) * c))) - b)
else
tmp = ((c * (a * (-4.0d0))) / (b + (b + ((-2.0d0) * (c / (b / a)))))) / (a * 2.0d0)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b <= 0.075) {
tmp = (0.5 / a) * (Math.sqrt(((b * b) - ((4.0 * a) * c))) - b);
} else {
tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b <= 0.075: tmp = (0.5 / a) * (math.sqrt(((b * b) - ((4.0 * a) * c))) - b) else: tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0) return tmp
function code(a, b, c) tmp = 0.0 if (b <= 0.075) tmp = Float64(Float64(0.5 / a) * Float64(sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) - b)); else tmp = Float64(Float64(Float64(c * Float64(a * -4.0)) / Float64(b + Float64(b + Float64(-2.0 * Float64(c / Float64(b / a)))))) / Float64(a * 2.0)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b <= 0.075) tmp = (0.5 / a) * (sqrt(((b * b) - ((4.0 * a) * c))) - b); else tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0); end tmp_2 = tmp; end
code[a_, b_, c_] := If[LessEqual[b, 0.075], N[(N[(0.5 / a), $MachinePrecision] * N[(N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision] / N[(b + N[(b + N[(-2.0 * N[(c / N[(b / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 0.075:\\
\;\;\;\;\frac{0.5}{a} \cdot \left(\sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c} - b\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{c \cdot \left(a \cdot -4\right)}{b + \left(b + -2 \cdot \frac{c}{\frac{b}{a}}\right)}}{a \cdot 2}\\
\end{array}
\end{array}
if b < 0.0749999999999999972Initial program 85.3%
/-rgt-identity85.3%
metadata-eval85.3%
associate-/l*85.3%
associate-*r/85.2%
+-commutative85.2%
unsub-neg85.2%
fma-neg85.4%
associate-*l*85.4%
*-commutative85.4%
distribute-rgt-neg-in85.4%
metadata-eval85.4%
associate-/r*85.4%
metadata-eval85.4%
metadata-eval85.4%
Simplified85.4%
fma-udef85.2%
*-commutative85.2%
metadata-eval85.2%
cancel-sign-sub-inv85.2%
associate-*l*85.2%
*-un-lft-identity85.2%
prod-diff85.4%
Applied egg-rr85.0%
*-rgt-identity85.0%
fma-neg85.2%
fma-udef85.2%
*-rgt-identity85.2%
*-rgt-identity85.2%
associate--r-85.2%
associate--r+85.2%
+-inverses85.2%
neg-sub085.2%
associate-*r*85.2%
distribute-rgt-neg-in85.2%
metadata-eval85.2%
*-commutative85.2%
associate-*r*85.2%
Simplified85.2%
if 0.0749999999999999972 < b Initial program 51.2%
*-commutative51.2%
+-commutative51.2%
unsub-neg51.2%
fma-neg51.3%
associate-*l*51.3%
*-commutative51.3%
distribute-rgt-neg-in51.3%
metadata-eval51.3%
Simplified51.3%
Taylor expanded in b around inf 36.4%
flip--36.3%
associate-/l*36.3%
associate-/l*36.3%
associate-/l*36.3%
Applied egg-rr36.3%
Taylor expanded in b around inf 86.4%
*-commutative86.4%
associate-*r*86.4%
Simplified86.4%
Final simplification86.3%
(FPCore (a b c) :precision binary64 (/ (/ (* c (* a -4.0)) (+ b (+ b (* -2.0 (/ c (/ b a)))))) (* a 2.0)))
double code(double a, double b, double c) {
return ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
real(8) function code(a, b, c)
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
code = ((c * (a * (-4.0d0))) / (b + (b + ((-2.0d0) * (c / (b / a)))))) / (a * 2.0d0)
end function
public static double code(double a, double b, double c) {
return ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0);
}
def code(a, b, c): return ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0)
function code(a, b, c) return Float64(Float64(Float64(c * Float64(a * -4.0)) / Float64(b + Float64(b + Float64(-2.0 * Float64(c / Float64(b / a)))))) / Float64(a * 2.0)) end
function tmp = code(a, b, c) tmp = ((c * (a * -4.0)) / (b + (b + (-2.0 * (c / (b / a)))))) / (a * 2.0); end
code[a_, b_, c_] := N[(N[(N[(c * N[(a * -4.0), $MachinePrecision]), $MachinePrecision] / N[(b + N[(b + N[(-2.0 * N[(c / N[(b / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(a * 2.0), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\frac{c \cdot \left(a \cdot -4\right)}{b + \left(b + -2 \cdot \frac{c}{\frac{b}{a}}\right)}}{a \cdot 2}
\end{array}
Initial program 54.7%
*-commutative54.7%
+-commutative54.7%
unsub-neg54.7%
fma-neg54.8%
associate-*l*54.8%
*-commutative54.8%
distribute-rgt-neg-in54.8%
metadata-eval54.8%
Simplified54.8%
Taylor expanded in b around inf 36.5%
flip--36.3%
associate-/l*36.3%
associate-/l*36.3%
associate-/l*36.3%
Applied egg-rr36.3%
Taylor expanded in b around inf 83.3%
*-commutative83.3%
associate-*r*83.3%
Simplified83.3%
Final simplification83.3%
(FPCore (a b c) :precision binary64 (/ (- c) b))
double code(double a, double b, double c) {
return -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 = -c / b
end function
public static double code(double a, double b, double c) {
return -c / b;
}
def code(a, b, c): return -c / b
function code(a, b, c) return Float64(Float64(-c) / b) end
function tmp = code(a, b, c) tmp = -c / b; end
code[a_, b_, c_] := N[((-c) / b), $MachinePrecision]
\begin{array}{l}
\\
\frac{-c}{b}
\end{array}
Initial program 54.7%
/-rgt-identity54.7%
metadata-eval54.7%
associate-/l*54.7%
associate-*r/54.7%
+-commutative54.7%
unsub-neg54.7%
fma-neg54.8%
associate-*l*54.8%
*-commutative54.8%
distribute-rgt-neg-in54.8%
metadata-eval54.8%
associate-/r*54.8%
metadata-eval54.8%
metadata-eval54.8%
Simplified54.8%
Taylor expanded in b around inf 65.3%
mul-1-neg65.3%
distribute-neg-frac65.3%
Simplified65.3%
Final simplification65.3%
herbie shell --seed 2023207
(FPCore (a b c)
:name "Quadratic roots, 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) (* (* 4.0 a) c)))) (* 2.0 a)))