
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
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 = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) 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(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); 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 = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); 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[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $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{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Herbie found 12 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
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 = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) 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(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); 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 = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); 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[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $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{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -3.4e+167)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b))))
(if (<= b 1.8e+130)
(if (>= b 0.0) (* (/ (+ t_0 b) a) -0.5) (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0)
(fma (/ b a) -1.0 (/ c b))
(/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -3.4e+167) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = (c + c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b <= 1.8e+130) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_0 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma((b / a), -1.0, (c / b));
} else {
tmp_1 = (2.0 * c) / (-b + sqrt(((b * b) - ((4.0 * a) * c))));
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -3.4e+167) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))); end tmp_1 = tmp_2; elseif (b <= 1.8e+130) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_0 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))))); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e+167], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.8e+130], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$0 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+167}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.8 \cdot 10^{+130}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\
\end{array}
\end{array}
if b < -3.4e167Initial program 43.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6498.5
Applied rewrites98.5%
Taylor expanded in a around 0
pow298.5
associate-*r*98.5
fp-cancel-sub-sign-inv98.5
metadata-eval98.5
+-commutative98.5
associate-*r*98.5
pow298.5
Applied rewrites98.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.5
Applied rewrites98.5%
if -3.4e167 < b < 1.8000000000000001e130Initial program 86.1%
Taylor expanded in a around 0
Applied rewrites86.1%
if 1.8000000000000001e130 < b Initial program 49.6%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))) (t_1 (/ (- (- b) b) (* 2.0 a))))
(if (<= b -2.8e-149)
(if (>= b 0.0) t_1 (/ (+ c c) t_0))
(if (<= b -5e-311)
(if (>= b 0.0) t_1 (/ (* 2.0 c) (sqrt (* (* a c) -4.0))))
(if (<= b 8.5e-66)
(if (>= b 0.0)
(* (/ (+ (sqrt (* (* -4.0 a) c)) b) a) -0.5)
(- (* -1.0 (sqrt (* (/ c a) -1.0)))))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (/ (* 2.0 c) t_0)))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = (-b - b) / (2.0 * a);
double tmp_1;
if (b <= -2.8e-149) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-311) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (2.0 * c) / sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_3;
} else if (b <= 8.5e-66) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = ((sqrt(((-4.0 * a) * c)) + b) / a) * -0.5;
} else {
tmp_4 = -(-1.0 * sqrt(((c / a) * -1.0)));
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = (2.0 * c) / t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -2.8e-149) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= -5e-311) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); end tmp_1 = tmp_3; elseif (b <= 8.5e-66) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(Float64(sqrt(Float64(Float64(-4.0 * a) * c)) + b) / a) * -0.5); else tmp_4 = Float64(-Float64(-1.0 * sqrt(Float64(Float64(c / a) * -1.0)))); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / t_0); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -2.8e-149], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, -5e-311], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 8.5e-66], If[GreaterEqual[b, 0.0], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], (-N[(-1.0 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision])], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{if}\;b \leq -2.8 \cdot 10^{-149}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-311}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\end{array}\\
\mathbf{elif}\;b \leq 8.5 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\sqrt{\left(-4 \cdot a\right) \cdot c} + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;--1 \cdot \sqrt{\frac{c}{a} \cdot -1}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}
\end{array}
if b < -2.7999999999999999e-149Initial program 72.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6479.9
Applied rewrites79.9%
Taylor expanded in a around 0
pow279.9
associate-*r*79.9
fp-cancel-sub-sign-inv79.9
metadata-eval79.9
+-commutative79.9
associate-*r*79.9
pow279.9
Applied rewrites79.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6479.9
Applied rewrites79.9%
if -2.7999999999999999e-149 < b < -5.00000000000023e-311Initial program 74.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6413.4
Applied rewrites13.4%
Taylor expanded in a around 0
pow213.4
associate-*r*13.4
fp-cancel-sub-sign-inv13.4
metadata-eval13.4
+-commutative13.4
associate-*r*13.4
pow213.4
Applied rewrites13.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6471.5
Applied rewrites71.5%
if -5.00000000000023e-311 < b < 8.49999999999999966e-66Initial program 81.5%
Taylor expanded in a around 0
Applied rewrites81.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6481.5
Applied rewrites81.5%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6467.1
Applied rewrites67.1%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-/.f6467.1
Applied rewrites67.1%
if 8.49999999999999966e-66 < b Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.5
Applied rewrites69.5%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6487.0
Applied rewrites87.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))) (t_1 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -3.4e+167)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (/ (+ c c) t_0))
(if (<= b 1.8e+130)
(if (>= b 0.0) (* (/ (+ t_1 b) a) -0.5) (/ (* 2.0 c) (- t_1 b)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (/ (* 2.0 c) t_0))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -3.4e+167) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1.8e+130) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_1 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_1 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = (2.0 * c) / t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -3.4e+167) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= 1.8e+130) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_1 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_1 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / t_0); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e+167], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, 1.8e+130], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$1 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+167}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.8 \cdot 10^{+130}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}
\end{array}
if b < -3.4e167Initial program 43.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6498.5
Applied rewrites98.5%
Taylor expanded in a around 0
pow298.5
associate-*r*98.5
fp-cancel-sub-sign-inv98.5
metadata-eval98.5
+-commutative98.5
associate-*r*98.5
pow298.5
Applied rewrites98.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.5
Applied rewrites98.5%
if -3.4e167 < b < 1.8000000000000001e130Initial program 86.1%
Taylor expanded in a around 0
Applied rewrites86.1%
if 1.8000000000000001e130 < b Initial program 49.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6449.6
Applied rewrites49.6%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))) (t_1 (sqrt (fma b b (* -4.0 (* a c))))))
(if (<= b -3.4e+167)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (/ (+ c c) t_0))
(if (<= b 1.8e+130)
(if (>= b 0.0) (* -0.5 (/ (+ b t_1) a)) (* 2.0 (/ c (- t_1 b))))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (/ (* 2.0 c) t_0))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = sqrt(fma(b, b, (-4.0 * (a * c))));
double tmp_1;
if (b <= -3.4e+167) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= 1.8e+130) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -0.5 * ((b + t_1) / a);
} else {
tmp_3 = 2.0 * (c / (t_1 - b));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = (2.0 * c) / t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = sqrt(fma(b, b, Float64(-4.0 * Float64(a * c)))) tmp_1 = 0.0 if (b <= -3.4e+167) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= 1.8e+130) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-0.5 * Float64(Float64(b + t_1) / a)); else tmp_3 = Float64(2.0 * Float64(c / Float64(t_1 - b))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / t_0); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(b * b + N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e+167], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, 1.8e+130], If[GreaterEqual[b, 0.0], N[(-0.5 * N[(N[(b + t$95$1), $MachinePrecision] / a), $MachinePrecision]), $MachinePrecision], N[(2.0 * N[(c / N[(t$95$1 - b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \sqrt{\mathsf{fma}\left(b, b, -4 \cdot \left(a \cdot c\right)\right)}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+167}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.8 \cdot 10^{+130}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-0.5 \cdot \frac{b + t\_1}{a}\\
\mathbf{else}:\\
\;\;\;\;2 \cdot \frac{c}{t\_1 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}
\end{array}
if b < -3.4e167Initial program 43.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6498.5
Applied rewrites98.5%
Taylor expanded in a around 0
pow298.5
associate-*r*98.5
fp-cancel-sub-sign-inv98.5
metadata-eval98.5
+-commutative98.5
associate-*r*98.5
pow298.5
Applied rewrites98.5%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.5
Applied rewrites98.5%
if -3.4e167 < b < 1.8000000000000001e130Initial program 86.1%
Taylor expanded in a around 0
Applied rewrites86.1%
lift-/.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
div-addN/A
associate-*r*N/A
pow2N/A
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
lower-+.f64N/A
Applied rewrites86.1%
Taylor expanded in a around 0
div-add-revN/A
Applied rewrites86.1%
Taylor expanded in a around 0
Applied rewrites86.1%
if 1.8000000000000001e130 < b Initial program 49.6%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6449.6
Applied rewrites49.6%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6497.3
Applied rewrites97.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b)))
(t_1 (/ (* 2.0 c) t_0))
(t_2 (/ (- (- b) b) (* 2.0 a)))
(t_3 (sqrt (* (* a c) -4.0))))
(if (<= b -2.8e-149)
(if (>= b 0.0) t_2 (/ (+ c c) t_0))
(if (<= b -5e-311)
(if (>= b 0.0) t_2 (/ (* 2.0 c) t_3))
(if (<= b 8.5e-66)
(if (>= b 0.0) (/ (- t_3) (* 2.0 a)) t_1)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double t_1 = (2.0 * c) / t_0;
double t_2 = (-b - b) / (2.0 * a);
double t_3 = sqrt(((a * c) * -4.0));
double tmp_1;
if (b <= -2.8e-149) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_2;
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= -5e-311) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_2;
} else {
tmp_3 = (2.0 * c) / t_3;
}
tmp_1 = tmp_3;
} else if (b <= 8.5e-66) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -t_3 / (2.0 * a);
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) t_1 = Float64(Float64(2.0 * c) / t_0) t_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) t_3 = sqrt(Float64(Float64(a * c) * -4.0)) tmp_1 = 0.0 if (b <= -2.8e-149) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_2; else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= -5e-311) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_2; else tmp_3 = Float64(Float64(2.0 * c) / t_3); end tmp_1 = tmp_3; elseif (b <= 8.5e-66) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(-t_3) / Float64(2.0 * a)); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$1 = N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.8e-149], If[GreaterEqual[b, 0.0], t$95$2, N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, -5e-311], If[GreaterEqual[b, 0.0], t$95$2, N[(N[(2.0 * c), $MachinePrecision] / t$95$3), $MachinePrecision]], If[LessEqual[b, 8.5e-66], If[GreaterEqual[b, 0.0], N[((-t$95$3) / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
t_1 := \frac{2 \cdot c}{t\_0}\\
t_2 := \frac{\left(-b\right) - b}{2 \cdot a}\\
t_3 := \sqrt{\left(a \cdot c\right) \cdot -4}\\
\mathbf{if}\;b \leq -2.8 \cdot 10^{-149}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq -5 \cdot 10^{-311}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_2\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_3}\\
\end{array}\\
\mathbf{elif}\;b \leq 8.5 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-t\_3}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.7999999999999999e-149Initial program 72.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6479.9
Applied rewrites79.9%
Taylor expanded in a around 0
pow279.9
associate-*r*79.9
fp-cancel-sub-sign-inv79.9
metadata-eval79.9
+-commutative79.9
associate-*r*79.9
pow279.9
Applied rewrites79.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6479.9
Applied rewrites79.9%
if -2.7999999999999999e-149 < b < -5.00000000000023e-311Initial program 74.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6413.4
Applied rewrites13.4%
Taylor expanded in a around 0
pow213.4
associate-*r*13.4
fp-cancel-sub-sign-inv13.4
metadata-eval13.4
+-commutative13.4
associate-*r*13.4
pow213.4
Applied rewrites13.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6471.5
Applied rewrites71.5%
if -5.00000000000023e-311 < b < 8.49999999999999966e-66Initial program 81.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6481.5
Applied rewrites81.5%
Taylor expanded in a around inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.3
Applied rewrites64.3%
if 8.49999999999999966e-66 < b Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.5
Applied rewrites69.5%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6487.0
Applied rewrites87.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- (- b) b) (* 2.0 a)))
(t_1 (+ (- b) (- b)))
(t_2 (/ (* 2.0 c) t_1))
(t_3 (sqrt (* (/ c a) -1.0))))
(if (<= b -2.8e-149)
(if (>= b 0.0) t_0 (/ (+ c c) t_1))
(if (<= b 3.4e-300)
(if (>= b 0.0) t_0 (/ (* 2.0 c) (sqrt (* (* a c) -4.0))))
(if (<= b 5.5e-196)
(if (>= b 0.0) (- t_3) t_2)
(if (<= b 2.5e-94)
(if (>= b 0.0) t_3 t_2)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_2)))))))
double code(double a, double b, double c) {
double t_0 = (-b - b) / (2.0 * a);
double t_1 = -b + -b;
double t_2 = (2.0 * c) / t_1;
double t_3 = sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -2.8e-149) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (c + c) / t_1;
}
tmp_1 = tmp_2;
} else if (b <= 3.4e-300) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = (2.0 * c) / sqrt(((a * c) * -4.0));
}
tmp_1 = tmp_3;
} else if (b <= 5.5e-196) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -t_3;
} else {
tmp_4 = t_2;
}
tmp_1 = tmp_4;
} else if (b <= 2.5e-94) {
double tmp_5;
if (b >= 0.0) {
tmp_5 = t_3;
} else {
tmp_5 = t_2;
}
tmp_1 = tmp_5;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_2;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)) t_1 = Float64(Float64(-b) + Float64(-b)) t_2 = Float64(Float64(2.0 * c) / t_1) t_3 = sqrt(Float64(Float64(c / a) * -1.0)) tmp_1 = 0.0 if (b <= -2.8e-149) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(c + c) / t_1); end tmp_1 = tmp_2; elseif (b <= 3.4e-300) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(Float64(2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); end tmp_1 = tmp_3; elseif (b <= 5.5e-196) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(-t_3); else tmp_4 = t_2; end tmp_1 = tmp_4; elseif (b <= 2.5e-94) tmp_5 = 0.0 if (b >= 0.0) tmp_5 = t_3; else tmp_5 = t_2; end tmp_1 = tmp_5; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_2; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[((-b) + (-b)), $MachinePrecision]}, Block[{t$95$2 = N[(N[(2.0 * c), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.8e-149], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(c + c), $MachinePrecision] / t$95$1), $MachinePrecision]], If[LessEqual[b, 3.4e-300], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 5.5e-196], If[GreaterEqual[b, 0.0], (-t$95$3), t$95$2], If[LessEqual[b, 2.5e-94], If[GreaterEqual[b, 0.0], t$95$3, t$95$2], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) - b}{2 \cdot a}\\
t_1 := \left(-b\right) + \left(-b\right)\\
t_2 := \frac{2 \cdot c}{t\_1}\\
t_3 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -2.8 \cdot 10^{-149}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_1}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.4 \cdot 10^{-300}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\end{array}\\
\mathbf{elif}\;b \leq 5.5 \cdot 10^{-196}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-t\_3\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \leq 2.5 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_3\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -2.7999999999999999e-149Initial program 72.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6479.9
Applied rewrites79.9%
Taylor expanded in a around 0
pow279.9
associate-*r*79.9
fp-cancel-sub-sign-inv79.9
metadata-eval79.9
+-commutative79.9
associate-*r*79.9
pow279.9
Applied rewrites79.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6479.9
Applied rewrites79.9%
if -2.7999999999999999e-149 < b < 3.40000000000000018e-300Initial program 75.0%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6417.0
Applied rewrites17.0%
Taylor expanded in a around 0
pow212.9
associate-*r*12.9
fp-cancel-sub-sign-inv12.9
metadata-eval12.9
+-commutative12.9
associate-*r*12.9
pow212.9
Applied rewrites12.9%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6467.8
Applied rewrites67.8%
if 3.40000000000000018e-300 < b < 5.50000000000000014e-196Initial program 77.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6477.3
Applied rewrites77.3%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6436.9
Applied rewrites36.9%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6436.9
Applied rewrites36.9%
if 5.50000000000000014e-196 < b < 2.4999999999999998e-94Initial program 82.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.4
Applied rewrites82.4%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6429.5
Applied rewrites29.5%
if 2.4999999999999998e-94 < b Initial program 70.7%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.7
Applied rewrites70.7%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6484.9
Applied rewrites84.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))))
(if (<= b -2.8e-149)
(if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (/ (+ c c) t_0))
(if (<= b 8.5e-66)
(if (>= b 0.0)
(* (/ (+ (sqrt (* (* -4.0 a) c)) b) a) -0.5)
(- (/ (fma 0.5 b (sqrt (* (* a c) -1.0))) a)))
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) (/ (* 2.0 c) t_0))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -2.8e-149) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-b - b) / (2.0 * a);
} else {
tmp_2 = (c + c) / t_0;
}
tmp_1 = tmp_2;
} else if (b <= 8.5e-66) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((sqrt(((-4.0 * a) * c)) + b) / a) * -0.5;
} else {
tmp_3 = -(fma(0.5, b, sqrt(((a * c) * -1.0))) / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = (2.0 * c) / t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -2.8e-149) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp_2 = Float64(Float64(c + c) / t_0); end tmp_1 = tmp_2; elseif (b <= 8.5e-66) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(sqrt(Float64(Float64(-4.0 * a) * c)) + b) / a) * -0.5); else tmp_3 = Float64(-Float64(fma(0.5, b, sqrt(Float64(Float64(a * c) * -1.0))) / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / t_0); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -2.8e-149], If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision]], If[LessEqual[b, 8.5e-66], If[GreaterEqual[b, 0.0], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], (-N[(N[(0.5 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision])], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / t$95$0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -2.8 \cdot 10^{-149}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\end{array}\\
\mathbf{elif}\;b \leq 8.5 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\sqrt{\left(-4 \cdot a\right) \cdot c} + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;-\frac{\mathsf{fma}\left(0.5, b, \sqrt{\left(a \cdot c\right) \cdot -1}\right)}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0}\\
\end{array}
\end{array}
if b < -2.7999999999999999e-149Initial program 72.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6479.9
Applied rewrites79.9%
Taylor expanded in a around 0
pow279.9
associate-*r*79.9
fp-cancel-sub-sign-inv79.9
metadata-eval79.9
+-commutative79.9
associate-*r*79.9
pow279.9
Applied rewrites79.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6479.9
Applied rewrites79.9%
if -2.7999999999999999e-149 < b < 8.49999999999999966e-66Initial program 78.8%
Taylor expanded in a around 0
Applied rewrites78.8%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6477.6
Applied rewrites77.6%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6468.9
Applied rewrites68.9%
if 8.49999999999999966e-66 < b Initial program 69.5%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6469.5
Applied rewrites69.5%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6487.0
Applied rewrites87.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (+ (- b) (- b)))) (t_1 (sqrt (* (/ c a) -1.0))))
(if (<= b 5.5e-196)
(if (>= b 0.0) (- t_1) t_0)
(if (<= b 2.5e-94)
(if (>= b 0.0) t_1 t_0)
(if (>= b 0.0) (fma -1.0 (/ b a) (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b + -b);
double t_1 = sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= 5.5e-196) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 2.5e-94) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma(-1.0, (b / a), (c / b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))) t_1 = sqrt(Float64(Float64(c / a) * -1.0)) tmp_1 = 0.0 if (b <= 5.5e-196) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-t_1); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 2.5e-94) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(-1.0, Float64(b / a), Float64(c / b)); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, 5.5e-196], If[GreaterEqual[b, 0.0], (-t$95$1), t$95$0], If[LessEqual[b, 2.5e-94], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision] + N[(c / b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
t_1 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq 5.5 \cdot 10^{-196}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 2.5 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(-1, \frac{b}{a}, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 5.50000000000000014e-196Initial program 73.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6468.6
Applied rewrites68.6%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6464.5
Applied rewrites64.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6464.5
Applied rewrites64.5%
if 5.50000000000000014e-196 < b < 2.4999999999999998e-94Initial program 82.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.4
Applied rewrites82.4%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6429.5
Applied rewrites29.5%
if 2.4999999999999998e-94 < b Initial program 70.7%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.7
Applied rewrites70.7%
Taylor expanded in c around 0
lower-fma.f64N/A
lift-/.f64N/A
lower-/.f6484.9
Applied rewrites84.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 c) (+ (- b) (- b)))) (t_1 (sqrt (* (/ c a) -1.0))))
(if (<= b 5.5e-196)
(if (>= b 0.0) (- t_1) t_0)
(if (<= b 2.5e-94)
(if (>= b 0.0) t_1 t_0)
(if (>= b 0.0) (* -1.0 (/ b a)) (- (/ b a)))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b + -b);
double t_1 = sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= 5.5e-196) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 2.5e-94) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -1.0 * (b / a);
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
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) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = (2.0d0 * c) / (-b + -b)
t_1 = sqrt(((c / a) * (-1.0d0)))
if (b <= 5.5d-196) then
if (b >= 0.0d0) then
tmp_2 = -t_1
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b <= 2.5d-94) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = t_0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (-1.0d0) * (b / a)
else
tmp_1 = -(b / a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (2.0 * c) / (-b + -b);
double t_1 = Math.sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= 5.5e-196) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -t_1;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 2.5e-94) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -1.0 * (b / a);
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * c) / (-b + -b) t_1 = math.sqrt(((c / a) * -1.0)) tmp_1 = 0 if b <= 5.5e-196: tmp_2 = 0 if b >= 0.0: tmp_2 = -t_1 else: tmp_2 = t_0 tmp_1 = tmp_2 elif b <= 2.5e-94: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = t_0 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = -1.0 * (b / a) else: tmp_1 = -(b / a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))) t_1 = sqrt(Float64(Float64(c / a) * -1.0)) tmp_1 = 0.0 if (b <= 5.5e-196) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-t_1); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 2.5e-94) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(-1.0 * Float64(b / a)); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = (2.0 * c) / (-b + -b); t_1 = sqrt(((c / a) * -1.0)); tmp_2 = 0.0; if (b <= 5.5e-196) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -t_1; else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b <= 2.5e-94) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = t_0; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = -1.0 * (b / a); else tmp_2 = -(b / a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, 5.5e-196], If[GreaterEqual[b, 0.0], (-t$95$1), t$95$0], If[LessEqual[b, 2.5e-94], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
t_1 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq 5.5 \cdot 10^{-196}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 2.5 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-1 \cdot \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < 5.50000000000000014e-196Initial program 73.2%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6468.6
Applied rewrites68.6%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6464.5
Applied rewrites64.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6464.5
Applied rewrites64.5%
if 5.50000000000000014e-196 < b < 2.4999999999999998e-94Initial program 82.4%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6482.4
Applied rewrites82.4%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6429.5
Applied rewrites29.5%
if 2.4999999999999998e-94 < b Initial program 70.7%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.7
Applied rewrites70.7%
Taylor expanded in a around 0
pow284.5
associate-*r*84.5
fp-cancel-sub-sign-inv84.5
metadata-eval84.5
+-commutative84.5
associate-*r*84.5
pow284.5
Applied rewrites84.5%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6484.5
Applied rewrites84.5%
Taylor expanded in a around 0
lower-*.f64N/A
lift-/.f6484.6
Applied rewrites84.6%
(FPCore (a b c) :precision binary64 (if (<= b 2.5e-94) (if (>= b 0.0) (sqrt (* (/ c a) -1.0)) (/ (* 2.0 c) (+ (- b) (- b)))) (if (>= b 0.0) (* -1.0 (/ b a)) (- (/ b a)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 2.5e-94) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -1.0));
} else {
tmp_2 = (2.0 * c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = -1.0 * (b / a);
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
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
real(8) :: tmp_1
real(8) :: tmp_2
if (b <= 2.5d-94) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-1.0d0)))
else
tmp_2 = (2.0d0 * c) / (-b + -b)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (-1.0d0) * (b / a)
else
tmp_1 = -(b / a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if (b <= 2.5e-94) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -1.0));
} else {
tmp_2 = (2.0 * c) / (-b + -b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = -1.0 * (b / a);
} else {
tmp_1 = -(b / a);
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 2.5e-94: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -1.0)) else: tmp_2 = (2.0 * c) / (-b + -b) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = -1.0 * (b / a) else: tmp_1 = -(b / a) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 2.5e-94) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(c / a) * -1.0)); else tmp_2 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + Float64(-b))); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(-1.0 * Float64(b / a)); else tmp_1 = Float64(-Float64(b / a)); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if (b <= 2.5e-94) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -1.0)); else tmp_3 = (2.0 * c) / (-b + -b); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = -1.0 * (b / a); else tmp_2 = -(b / a); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 2.5e-94], If[GreaterEqual[b, 0.0], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(b / a), $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 2.5 \cdot 10^{-94}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-1 \cdot \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
if b < 2.4999999999999998e-94Initial program 74.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.0
Applied rewrites70.0%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6461.1
Applied rewrites61.1%
if 2.4999999999999998e-94 < b Initial program 70.7%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.7
Applied rewrites70.7%
Taylor expanded in a around 0
pow284.5
associate-*r*84.5
fp-cancel-sub-sign-inv84.5
metadata-eval84.5
+-commutative84.5
associate-*r*84.5
pow284.5
Applied rewrites84.5%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6484.5
Applied rewrites84.5%
Taylor expanded in a around 0
lower-*.f64N/A
lift-/.f6484.6
Applied rewrites84.6%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- (- b) b) (* 2.0 a)) (/ (+ c c) (+ (- b) (- b)))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-b - b) / (2.0 * a);
} else {
tmp = (c + c) / (-b + -b);
}
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 = (-b - b) / (2.0d0 * a)
else
tmp = (c + c) / (-b + -b)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-b - b) / (2.0 * a);
} else {
tmp = (c + c) / (-b + -b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-b - b) / (2.0 * a) else: tmp = (c + c) / (-b + -b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(Float64(-b) - b) / Float64(2.0 * a)); else tmp = Float64(Float64(c + c) / Float64(Float64(-b) + Float64(-b))); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (-b - b) / (2.0 * a); else tmp = (c + c) / (-b + -b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[((-b) - b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[((-b) + (-b)), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-b\right) - b}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \left(-b\right)}\\
\end{array}
\end{array}
Initial program 72.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.2
Applied rewrites70.2%
Taylor expanded in a around 0
pow268.1
associate-*r*68.1
fp-cancel-sub-sign-inv68.1
metadata-eval68.1
+-commutative68.1
associate-*r*68.1
pow268.1
Applied rewrites68.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6468.1
Applied rewrites68.1%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* -1.0 (/ b a)) (- (/ b a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -1.0 * (b / a);
} else {
tmp = -(b / 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) :: tmp
if (b >= 0.0d0) then
tmp = (-1.0d0) * (b / a)
else
tmp = -(b / a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -1.0 * (b / a);
} else {
tmp = -(b / a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -1.0 * (b / a) else: tmp = -(b / a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(-1.0 * Float64(b / a)); else tmp = Float64(-Float64(b / a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -1.0 * (b / a); else tmp = -(b / a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(-1.0 * N[(b / a), $MachinePrecision]), $MachinePrecision], (-N[(b / a), $MachinePrecision])]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-1 \cdot \frac{b}{a}\\
\mathbf{else}:\\
\;\;\;\;-\frac{b}{a}\\
\end{array}
\end{array}
Initial program 72.8%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.2
Applied rewrites70.2%
Taylor expanded in a around 0
pow268.1
associate-*r*68.1
fp-cancel-sub-sign-inv68.1
metadata-eval68.1
+-commutative68.1
associate-*r*68.1
pow268.1
Applied rewrites68.1%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-/.f6435.0
Applied rewrites35.0%
Taylor expanded in a around 0
lower-*.f64N/A
lift-/.f6435.0
Applied rewrites35.0%
herbie shell --seed 2025089
(FPCore (a b c)
:name "jeff quadratic root 1"
:precision binary64
(if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))