
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
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)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
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)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
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)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(if (<= b -2.4e+131)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (<= b 5.2e+93)
(if (>= b 0.0)
(/ (* -2.0 c) (+ (sqrt (fma -4.0 (* a c) (* b b))) b))
(* (/ (- (sqrt (fma (* -4.0 c) a (* b b))) b) a) 0.5))
(if (>= b 0.0) (/ (- c) b) (* (* b (/ -2.0 a)) 0.5)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.4e+131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b <= 5.2e+93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (sqrt(fma(-4.0, (a * c), (b * b))) + b);
} else {
tmp_3 = ((sqrt(fma((-4.0 * c), a, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = (b * (-2.0 / a)) * 0.5;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.4e+131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b <= 5.2e+93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) + b)); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = Float64(Float64(b * Float64(-2.0 / a)) * 0.5); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -2.4e+131], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.2e+93], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(b * N[(-2.0 / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.4 \cdot 10^{+131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq 5.2 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(b \cdot \frac{-2}{a}\right) \cdot 0.5\\
\end{array}
\end{array}
if b < -2.3999999999999999e131Initial program 39.9%
Applied rewrites0.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6498.0
Applied rewrites98.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.0
Applied rewrites98.0%
Taylor expanded in a around 0
Applied rewrites98.0%
if -2.3999999999999999e131 < b < 5.19999999999999999e93Initial program 84.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites84.6%
Applied rewrites84.6%
if 5.19999999999999999e93 < b Initial program 54.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites54.6%
Taylor expanded in b around -inf
Applied rewrites54.6%
Taylor expanded in a around 0
Applied rewrites98.2%
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (* a c) -4.0))))
(if (<= b -9.5e-56)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (or (<= b -1e-310) (not (<= b 1e-37)))
(if (>= b 0.0) (/ (- c) b) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (* (/ b a) -2.0) 0.5))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((a * c) * -4.0));
double tmp_1;
if (b <= -9.5e-56) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if ((b <= -1e-310) || !(b <= 1e-37)) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -c / b;
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / (t_0 + b);
} else {
tmp_1 = ((b / a) * -2.0) * 0.5;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(a * c) * -4.0)) tmp_1 = 0.0 if (b <= -9.5e-56) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif ((b <= -1e-310) || !(b <= 1e-37)) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-c) / b); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_1 = Float64(Float64(Float64(b / a) * -2.0) * 0.5); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -9.5e-56], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[Or[LessEqual[b, -1e-310], N[Not[LessEqual[b, 1e-37]], $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(b / a), $MachinePrecision] * -2.0), $MachinePrecision] * 0.5), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\left(a \cdot c\right) \cdot -4}\\
\mathbf{if}\;b \leq -9.5 \cdot 10^{-56}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq -1 \cdot 10^{-310} \lor \neg \left(b \leq 10^{-37}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{b}{a} \cdot -2\right) \cdot 0.5\\
\end{array}
\end{array}
if b < -9.4999999999999991e-56Initial program 67.1%
Applied rewrites1.4%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6489.0
Applied rewrites89.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6489.0
Applied rewrites89.0%
Taylor expanded in a around 0
Applied rewrites89.0%
if -9.4999999999999991e-56 < b < -9.999999999999969e-311 or 1.00000000000000007e-37 < b Initial program 70.5%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites70.5%
Taylor expanded in a around 0
Applied rewrites85.3%
Taylor expanded in a around inf
Applied rewrites82.6%
if -9.999999999999969e-311 < b < 1.00000000000000007e-37Initial program 80.1%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites80.1%
Taylor expanded in b around -inf
Applied rewrites80.1%
Taylor expanded in a around inf
Applied rewrites64.1%
Final simplification82.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- c) b)) (t_1 (sqrt (* (* a c) -4.0))))
(if (<= b -2.4e+131)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (<= b -1e-310)
(if (>= b 0.0)
t_0
(* (/ (- (sqrt (fma -4.0 (* a c) (* b b))) b) a) 0.5))
(if (<= b 1e-37)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_1 b)) (* (* (/ b a) -2.0) 0.5))
(if (>= b 0.0) t_0 (* (/ (- t_1 b) a) 0.5)))))))
double code(double a, double b, double c) {
double t_0 = -c / b;
double t_1 = sqrt(((a * c) * -4.0));
double tmp_1;
if (b <= -2.4e+131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b <= -1e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = ((sqrt(fma(-4.0, (a * c), (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 1e-37) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-2.0 * c) / (t_1 + b);
} else {
tmp_4 = ((b / a) * -2.0) * 0.5;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = ((t_1 - b) / a) * 0.5;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-c) / b) t_1 = sqrt(Float64(Float64(a * c) * -4.0)) tmp_1 = 0.0 if (b <= -2.4e+131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b <= -1e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(Float64(Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 1e-37) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(-2.0 * c) / Float64(t_1 + b)); else tmp_4 = Float64(Float64(Float64(b / a) * -2.0) * 0.5); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(Float64(Float64(t_1 - b) / a) * 0.5); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-c) / b), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.4e+131], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -1e-310], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 1e-37], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$1 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(b / a), $MachinePrecision] * -2.0), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[(t$95$1 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-c}{b}\\
t_1 := \sqrt{\left(a \cdot c\right) \cdot -4}\\
\mathbf{if}\;b \leq -2.4 \cdot 10^{+131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq -1 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{-37}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_1 + b}\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{b}{a} \cdot -2\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1 - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -2.3999999999999999e131Initial program 39.9%
Applied rewrites0.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6498.0
Applied rewrites98.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.0
Applied rewrites98.0%
Taylor expanded in a around 0
Applied rewrites98.0%
if -2.3999999999999999e131 < b < -9.999999999999969e-311Initial program 85.7%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites85.6%
Taylor expanded in a around 0
Applied rewrites85.6%
if -9.999999999999969e-311 < b < 1.00000000000000007e-37Initial program 80.1%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites80.1%
Taylor expanded in b around -inf
Applied rewrites80.1%
Taylor expanded in a around inf
Applied rewrites64.1%
if 1.00000000000000007e-37 < b Initial program 66.8%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites66.8%
Taylor expanded in a around 0
Applied rewrites89.9%
Taylor expanded in a around inf
Applied rewrites89.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma -4.0 (* a c) (* b b)))))
(if (<= b -2.4e+131)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (<= b 5.2e+93)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (- c) b) (* (* b (/ -2.0 a)) 0.5))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(-4.0, (a * c), (b * b)));
double tmp_1;
if (b <= -2.4e+131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b <= 5.2e+93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = (b * (-2.0 / a)) * 0.5;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) tmp_1 = 0.0 if (b <= -2.4e+131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b <= 5.2e+93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = Float64(Float64(b * Float64(-2.0 / a)) * 0.5); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.4e+131], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.2e+93], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(b * N[(-2.0 / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -2.4 \cdot 10^{+131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq 5.2 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(b \cdot \frac{-2}{a}\right) \cdot 0.5\\
\end{array}
\end{array}
if b < -2.3999999999999999e131Initial program 39.9%
Applied rewrites0.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6498.0
Applied rewrites98.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.0
Applied rewrites98.0%
Taylor expanded in a around 0
Applied rewrites98.0%
if -2.3999999999999999e131 < b < 5.19999999999999999e93Initial program 84.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites84.6%
if 5.19999999999999999e93 < b Initial program 54.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites54.6%
Taylor expanded in b around -inf
Applied rewrites54.6%
Taylor expanded in a around 0
Applied rewrites98.2%
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(if (<= b -2.4e+131)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (<= b 5.2e+93)
(if (>= b 0.0)
(/ (* -2.0 c) (+ (sqrt (fma -4.0 (* a c) (* b b))) b))
(* (- (sqrt (fma (* a c) -4.0 (* b b))) b) (/ 0.5 a)))
(if (>= b 0.0) (/ (- c) b) (* (* b (/ -2.0 a)) 0.5)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.4e+131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b <= 5.2e+93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (sqrt(fma(-4.0, (a * c), (b * b))) + b);
} else {
tmp_3 = (sqrt(fma((a * c), -4.0, (b * b))) - b) * (0.5 / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = (b * (-2.0 / a)) * 0.5;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.4e+131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b <= 5.2e+93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) + b)); else tmp_3 = Float64(Float64(sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) - b) * Float64(0.5 / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = Float64(Float64(b * Float64(-2.0 / a)) * 0.5); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -2.4e+131], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.2e+93], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(b * N[(-2.0 / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.4 \cdot 10^{+131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq 5.2 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\left(\sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)} - b\right) \cdot \frac{0.5}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(b \cdot \frac{-2}{a}\right) \cdot 0.5\\
\end{array}
\end{array}
if b < -2.3999999999999999e131Initial program 39.9%
Applied rewrites0.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6498.0
Applied rewrites98.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.0
Applied rewrites98.0%
Taylor expanded in a around 0
Applied rewrites98.0%
if -2.3999999999999999e131 < b < 5.19999999999999999e93Initial program 84.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites84.6%
Applied rewrites84.5%
if 5.19999999999999999e93 < b Initial program 54.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites54.6%
Taylor expanded in b around -inf
Applied rewrites54.6%
Taylor expanded in a around 0
Applied rewrites98.2%
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(if (<= b -2.4e+131)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (<= b 5.2e+93)
(if (>= b 0.0)
(* c (/ -2.0 (+ (sqrt (fma (* a c) -4.0 (* b b))) b)))
(* (/ (- (sqrt (fma (* -4.0 c) a (* b b))) b) a) 0.5))
(if (>= b 0.0) (/ (- c) b) (* (* b (/ -2.0 a)) 0.5)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.4e+131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b <= 5.2e+93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (sqrt(fma((a * c), -4.0, (b * b))) + b));
} else {
tmp_3 = ((sqrt(fma((-4.0 * c), a, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = (b * (-2.0 / a)) * 0.5;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.4e+131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b <= 5.2e+93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) + b))); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = Float64(Float64(b * Float64(-2.0 / a)) * 0.5); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -2.4e+131], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.2e+93], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(b * N[(-2.0 / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.4 \cdot 10^{+131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq 5.2 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{\sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(b \cdot \frac{-2}{a}\right) \cdot 0.5\\
\end{array}
\end{array}
if b < -2.3999999999999999e131Initial program 39.9%
Applied rewrites0.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6498.0
Applied rewrites98.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.0
Applied rewrites98.0%
Taylor expanded in a around 0
Applied rewrites98.0%
if -2.3999999999999999e131 < b < 5.19999999999999999e93Initial program 84.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites84.6%
Applied rewrites84.6%
Applied rewrites84.5%
if 5.19999999999999999e93 < b Initial program 54.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites54.6%
Taylor expanded in b around -inf
Applied rewrites54.6%
Taylor expanded in a around 0
Applied rewrites98.2%
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(if (<= b -2.4e+131)
(if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b)))
(if (<= b 5.2e+93)
(if (>= b 0.0)
(* c (/ -2.0 (+ (sqrt (fma (* a c) -4.0 (* b b))) b)))
(* (/ (- (sqrt (fma -4.0 (* a c) (* b b))) b) a) 0.5))
(if (>= b 0.0) (/ (- c) b) (* (* b (/ -2.0 a)) 0.5)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -2.4e+131) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b <= 5.2e+93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (sqrt(fma((a * c), -4.0, (b * b))) + b));
} else {
tmp_3 = ((sqrt(fma(-4.0, (a * c), (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = (b * (-2.0 / a)) * 0.5;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -2.4e+131) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b <= 5.2e+93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(sqrt(fma(Float64(a * c), -4.0, Float64(b * b))) + b))); else tmp_3 = Float64(Float64(Float64(sqrt(fma(-4.0, Float64(a * c), Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = Float64(Float64(b * Float64(-2.0 / a)) * 0.5); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -2.4e+131], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.2e+93], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(b * N[(-2.0 / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -2.4 \cdot 10^{+131}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \leq 5.2 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{\sqrt{\mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4, a \cdot c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(b \cdot \frac{-2}{a}\right) \cdot 0.5\\
\end{array}
\end{array}
if b < -2.3999999999999999e131Initial program 39.9%
Applied rewrites0.5%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6498.0
Applied rewrites98.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6498.0
Applied rewrites98.0%
Taylor expanded in a around 0
Applied rewrites98.0%
if -2.3999999999999999e131 < b < 5.19999999999999999e93Initial program 84.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites84.6%
Applied rewrites84.5%
if 5.19999999999999999e93 < b Initial program 54.6%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites54.6%
Taylor expanded in b around -inf
Applied rewrites54.6%
Taylor expanded in a around 0
Applied rewrites98.2%
Applied rewrites98.2%
(FPCore (a b c) :precision binary64 (if (<= b -9.5e-56) (if (>= b 0.0) (fma (/ b c) -1.0 (/ a b)) (fma (/ b a) -1.0 (/ c b))) (if (>= b 0.0) (/ (- c) b) (* (/ (- (sqrt (* (* a c) -4.0)) b) a) 0.5))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -9.5e-56) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = fma((b / c), -1.0, (a / b));
} else {
tmp_2 = fma((b / a), -1.0, (c / b));
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = ((sqrt(((a * c) * -4.0)) - b) / a) * 0.5;
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -9.5e-56) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = fma(Float64(b / c), -1.0, Float64(a / b)); else tmp_2 = fma(Float64(b / a), -1.0, Float64(c / b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = Float64(Float64(Float64(sqrt(Float64(Float64(a * c) * -4.0)) - b) / a) * 0.5); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -9.5e-56], If[GreaterEqual[b, 0.0], N[(N[(b / c), $MachinePrecision] * -1.0 + N[(a / b), $MachinePrecision]), $MachinePrecision], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -9.5 \cdot 10^{-56}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{c}, -1, \frac{a}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4} - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -9.4999999999999991e-56Initial program 67.1%
Applied rewrites1.4%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6489.0
Applied rewrites89.0%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6489.0
Applied rewrites89.0%
Taylor expanded in a around 0
Applied rewrites89.0%
if -9.4999999999999991e-56 < b Initial program 72.8%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites72.7%
Taylor expanded in a around 0
Applied rewrites71.7%
Taylor expanded in a around inf
Applied rewrites69.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- c) b) (* (* (/ b a) -2.0) 0.5)))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / b;
} else {
tmp = ((b / a) * -2.0) * 0.5;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = -c / b
else
tmp = ((b / a) * (-2.0d0)) * 0.5d0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / b;
} else {
tmp = ((b / a) * -2.0) * 0.5;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -c / b else: tmp = ((b / a) * -2.0) * 0.5 return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-c) / b); else tmp = Float64(Float64(Float64(b / a) * -2.0) * 0.5); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -c / b; else tmp = ((b / a) * -2.0) * 0.5; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(N[(b / a), $MachinePrecision] * -2.0), $MachinePrecision] * 0.5), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{b}{a} \cdot -2\right) \cdot 0.5\\
\end{array}
\end{array}
Initial program 70.7%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites70.7%
Taylor expanded in b around -inf
Applied rewrites67.9%
Taylor expanded in a around 0
Applied rewrites67.2%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- c) b) (* (* b (/ -2.0 a)) 0.5)))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / b;
} else {
tmp = (b * (-2.0 / a)) * 0.5;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = -c / b
else
tmp = (b * ((-2.0d0) / a)) * 0.5d0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / b;
} else {
tmp = (b * (-2.0 / a)) * 0.5;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -c / b else: tmp = (b * (-2.0 / a)) * 0.5 return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-c) / b); else tmp = Float64(Float64(b * Float64(-2.0 / a)) * 0.5); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -c / b; else tmp = (b * (-2.0 / a)) * 0.5; end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[(b * N[(-2.0 / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\left(b \cdot \frac{-2}{a}\right) \cdot 0.5\\
\end{array}
\end{array}
Initial program 70.7%
Taylor expanded in a around 0
lower->=.f64N/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
+-commutativeN/A
lower-+.f64N/A
lower-sqrt.f64N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-fma.f64N/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
*-commutativeN/A
Applied rewrites70.7%
Taylor expanded in b around -inf
Applied rewrites67.9%
Taylor expanded in a around 0
Applied rewrites67.2%
Applied rewrites67.1%
herbie shell --seed 2024351
(FPCore (a b c)
:name "jeff quadratic root 2"
:precision binary64
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))))