
(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}
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
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (+ (- b) (- b))))
(if (<= b -6.8e+78)
(if (>= b 0.0) (/ (- b) a) (/ t_1 (+ a a)))
(if (<= b 7.2e+138)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (- (+ b b))) (/ t_1 (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b + -b;
double tmp_1;
if (b <= -6.8e+78) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_1 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 7.2e+138) {
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 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_1 / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) t_1 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -6.8e+78) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(t_1 / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 7.2e+138) 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(2.0 * c) / Float64(-Float64(b + b))); else tmp_1 = Float64(t_1 / Float64(2.0 * a)); 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]}, Block[{t$95$1 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -6.8e+78], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(t$95$1 / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 7.2e+138], 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[(N[(2.0 * c), $MachinePrecision] / (-N[(b + b), $MachinePrecision])), $MachinePrecision], N[(t$95$1 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -6.8 \cdot 10^{+78}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 7.2 \cdot 10^{+138}:\\
\;\;\;\;\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{2 \cdot c}{-\left(b + b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{2 \cdot a}\\
\end{array}
\end{array}
if b < -6.80000000000000014e78Initial program 41.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6492.9
Applied rewrites92.9%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6492.9
Applied rewrites92.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.9
Applied rewrites92.9%
if -6.80000000000000014e78 < b < 7.2000000000000002e138Initial program 85.2%
Taylor expanded in a around 0
Applied rewrites85.2%
if 7.2000000000000002e138 < b Initial program 43.9%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6443.9
Applied rewrites43.9%
Taylor expanded in a around 0
Applied rewrites97.5%
Final simplification89.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* a (/ c b))))
(if (<= b -2.8e-84)
(if (>= b 0.0)
(/ (* (- 2.0) c) (+ b (sqrt (* b b))))
(/ (* 2.0 (- t_0 b)) (* 2.0 a)))
(if (<= b -4e-308)
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (fma t_0 -2.0 b)))
(/ (+ (- b) (sqrt (* (* -4.0 a) c))) (* 2.0 a)))
(if (<= b 7.2e+138)
(if (>= b 0.0)
(/ (* -2.0 c) (+ (sqrt (fma (* -4.0 a) c (* b b))) b))
(fma -0.5 (/ b a) (- (sqrt (* (/ c a) -1.0)))))
(if (>= b 0.0)
(/ (* 2.0 c) (- (+ b b)))
(/ (+ (- b) (- b)) (* 2.0 a))))))))
double code(double a, double b, double c) {
double t_0 = a * (c / b);
double tmp_1;
if (b <= -2.8e-84) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + sqrt((b * b)));
} else {
tmp_2 = (2.0 * (t_0 - b)) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= -4e-308) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * c) / (-b - fma(t_0, -2.0, b));
} else {
tmp_3 = (-b + sqrt(((-4.0 * a) * c))) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 7.2e+138) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-2.0 * c) / (sqrt(fma((-4.0 * a), c, (b * b))) + b);
} else {
tmp_4 = fma(-0.5, (b / a), -sqrt(((c / a) * -1.0)));
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = (-b + -b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(a * Float64(c / b)) tmp_1 = 0.0 if (b <= -2.8e-84) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-2.0) * c) / Float64(b + sqrt(Float64(b * b)))); else tmp_2 = Float64(Float64(2.0 * Float64(t_0 - b)) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= -4e-308) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - fma(t_0, -2.0, b))); else tmp_3 = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(-4.0 * a) * c))) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 7.2e+138) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) + b)); else tmp_4 = fma(-0.5, Float64(b / a), Float64(-sqrt(Float64(Float64(c / a) * -1.0)))); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(-Float64(b + b))); else tmp_1 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -2.8e-84], If[GreaterEqual[b, 0.0], N[(N[((-2.0) * c), $MachinePrecision] / N[(b + N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -4e-308], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[(t$95$0 * -2.0 + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 7.2e+138], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], N[(-0.5 * N[(b / a), $MachinePrecision] + (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / (-N[(b + b), $MachinePrecision])), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := a \cdot \frac{c}{b}\\
\mathbf{if}\;b \leq -2.8 \cdot 10^{-84}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + \sqrt{b \cdot b}}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot \left(t\_0 - b\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq -4 \cdot 10^{-308}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \mathsf{fma}\left(t\_0, -2, b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\left(-4 \cdot a\right) \cdot c}}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 7.2 \cdot 10^{+138}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-0.5, \frac{b}{a}, -\sqrt{\frac{c}{a} \cdot -1}\right)\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-\left(b + b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}
\end{array}
if b < -2.79999999999999982e-84Initial program 58.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6484.7
Applied rewrites84.7%
Taylor expanded in a around 0
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
lift-/.f64N/A
lift-*.f6484.7
Applied rewrites84.7%
Taylor expanded in a around 0
pow2N/A
lift-*.f6484.7
Applied rewrites84.7%
if -2.79999999999999982e-84 < b < -4.00000000000000013e-308Initial program 67.5%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6467.5
Applied rewrites67.5%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6459.1
Applied rewrites59.1%
if -4.00000000000000013e-308 < b < 7.2000000000000002e138Initial program 89.1%
Taylor expanded in a around 0
Applied rewrites89.1%
Taylor expanded in a around -inf
+-commutativeN/A
lower-fma.f64N/A
lift-/.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6489.1
Applied rewrites89.1%
if 7.2000000000000002e138 < b Initial program 43.9%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6443.9
Applied rewrites43.9%
Taylor expanded in a around 0
Applied rewrites97.5%
Final simplification85.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* a (/ c b))) (t_1 (sqrt (* (* -4.0 a) c))))
(if (<= b -2.8e-84)
(if (>= b 0.0)
(/ (* (- 2.0) c) (+ b (sqrt (* b b))))
(/ (* 2.0 (- t_0 b)) (* 2.0 a)))
(if (or (<= b -4e-310) (not (<= b 6.6e-38)))
(if (>= b 0.0)
(/ (* 2.0 c) (- (- b) (fma t_0 -2.0 b)))
(/ (+ (- b) t_1) (* 2.0 a)))
(if (>= b 0.0)
(/ (* -2.0 c) (+ t_1 b))
(* (sqrt (* (/ c a) -4.0)) 0.5))))))
double code(double a, double b, double c) {
double t_0 = a * (c / b);
double t_1 = sqrt(((-4.0 * a) * c));
double tmp_1;
if (b <= -2.8e-84) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + sqrt((b * b)));
} else {
tmp_2 = (2.0 * (t_0 - b)) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if ((b <= -4e-310) || !(b <= 6.6e-38)) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * c) / (-b - fma(t_0, -2.0, b));
} else {
tmp_3 = (-b + t_1) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / (t_1 + b);
} else {
tmp_1 = sqrt(((c / a) * -4.0)) * 0.5;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(a * Float64(c / b)) t_1 = sqrt(Float64(Float64(-4.0 * a) * c)) tmp_1 = 0.0 if (b <= -2.8e-84) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-2.0) * c) / Float64(b + sqrt(Float64(b * b)))); else tmp_2 = Float64(Float64(2.0 * Float64(t_0 - b)) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif ((b <= -4e-310) || !(b <= 6.6e-38)) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) - fma(t_0, -2.0, b))); else tmp_3 = Float64(Float64(Float64(-b) + t_1) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / Float64(t_1 + b)); else tmp_1 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * 0.5); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.8e-84], If[GreaterEqual[b, 0.0], N[(N[((-2.0) * c), $MachinePrecision] / N[(b + N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[Or[LessEqual[b, -4e-310], N[Not[LessEqual[b, 6.6e-38]], $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - N[(t$95$0 * -2.0 + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$1), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$1 + b), $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * 0.5), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := a \cdot \frac{c}{b}\\
t_1 := \sqrt{\left(-4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \leq -2.8 \cdot 10^{-84}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + \sqrt{b \cdot b}}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot \left(t\_0 - b\right)}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq -4 \cdot 10^{-310} \lor \neg \left(b \leq 6.6 \cdot 10^{-38}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - \mathsf{fma}\left(t\_0, -2, b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_1}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_1 + b}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot 0.5\\
\end{array}
\end{array}
if b < -2.79999999999999982e-84Initial program 58.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6484.7
Applied rewrites84.7%
Taylor expanded in a around 0
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
lift-/.f64N/A
lift-*.f6484.7
Applied rewrites84.7%
Taylor expanded in a around 0
pow2N/A
lift-*.f6484.7
Applied rewrites84.7%
if -2.79999999999999982e-84 < b < -3.999999999999988e-310 or 6.6000000000000005e-38 < b Initial program 69.3%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f6482.2
Applied rewrites82.2%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6479.9
Applied rewrites79.9%
if -3.999999999999988e-310 < b < 6.6000000000000005e-38Initial program 85.5%
Taylor expanded in a around 0
Applied rewrites85.5%
Taylor expanded in a around inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6485.5
Applied rewrites85.5%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6480.2
Applied rewrites80.2%
Final simplification81.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* 2.0 (- (* a (/ c b)) b))))
(if (<= b -1.7e-174)
(if (>= b 0.0) (/ (* (- 2.0) c) (+ b (sqrt (* b b)))) (/ t_0 (* 2.0 a)))
(if (<= b 4.9e-59)
(if (>= b 0.0)
(/ (* -2.0 c) (sqrt (* (* a c) -4.0)))
(* (* -2.0 (sqrt (* (/ c a) -1.0))) 0.5))
(if (>= b 0.0) (/ (+ c c) t_0) (/ (+ (- b) (- b)) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = 2.0 * ((a * (c / b)) - b);
double tmp_1;
if (b <= -1.7e-174) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + sqrt((b * b)));
} else {
tmp_2 = t_0 / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / sqrt(((a * c) * -4.0));
} else {
tmp_3 = (-2.0 * sqrt(((c / a) * -1.0))) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / t_0;
} else {
tmp_1 = (-b + -b) / (2.0 * 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = 2.0d0 * ((a * (c / b)) - b)
if (b <= (-1.7d-174)) then
if (b >= 0.0d0) then
tmp_2 = (-2.0d0 * c) / (b + sqrt((b * b)))
else
tmp_2 = t_0 / (2.0d0 * a)
end if
tmp_1 = tmp_2
else if (b <= 4.9d-59) then
if (b >= 0.0d0) then
tmp_3 = ((-2.0d0) * c) / sqrt(((a * c) * (-4.0d0)))
else
tmp_3 = ((-2.0d0) * sqrt(((c / a) * (-1.0d0)))) * 0.5d0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c + c) / t_0
else
tmp_1 = (-b + -b) / (2.0d0 * a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = 2.0 * ((a * (c / b)) - b);
double tmp_1;
if (b <= -1.7e-174) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + Math.sqrt((b * b)));
} else {
tmp_2 = t_0 / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / Math.sqrt(((a * c) * -4.0));
} else {
tmp_3 = (-2.0 * Math.sqrt(((c / a) * -1.0))) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / t_0;
} else {
tmp_1 = (-b + -b) / (2.0 * a);
}
return tmp_1;
}
def code(a, b, c): t_0 = 2.0 * ((a * (c / b)) - b) tmp_1 = 0 if b <= -1.7e-174: tmp_2 = 0 if b >= 0.0: tmp_2 = (-2.0 * c) / (b + math.sqrt((b * b))) else: tmp_2 = t_0 / (2.0 * a) tmp_1 = tmp_2 elif b <= 4.9e-59: tmp_3 = 0 if b >= 0.0: tmp_3 = (-2.0 * c) / math.sqrt(((a * c) * -4.0)) else: tmp_3 = (-2.0 * math.sqrt(((c / a) * -1.0))) * 0.5 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c + c) / t_0 else: tmp_1 = (-b + -b) / (2.0 * a) return tmp_1
function code(a, b, c) t_0 = Float64(2.0 * Float64(Float64(a * Float64(c / b)) - b)) tmp_1 = 0.0 if (b <= -1.7e-174) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(-2.0) * c) / Float64(b + sqrt(Float64(b * b)))); else tmp_2 = Float64(t_0 / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b <= 4.9e-59) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); else tmp_3 = Float64(Float64(-2.0 * sqrt(Float64(Float64(c / a) * -1.0))) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / t_0); else tmp_1 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = 2.0 * ((a * (c / b)) - b); tmp_2 = 0.0; if (b <= -1.7e-174) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-2.0 * c) / (b + sqrt((b * b))); else tmp_3 = t_0 / (2.0 * a); end tmp_2 = tmp_3; elseif (b <= 4.9e-59) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-2.0 * c) / sqrt(((a * c) * -4.0)); else tmp_4 = (-2.0 * sqrt(((c / a) * -1.0))) * 0.5; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c + c) / t_0; else tmp_2 = (-b + -b) / (2.0 * a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(2.0 * N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.7e-174], If[GreaterEqual[b, 0.0], N[(N[((-2.0) * c), $MachinePrecision] / N[(b + N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.9e-59], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / t$95$0), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \left(a \cdot \frac{c}{b} - b\right)\\
\mathbf{if}\;b \leq -1.7 \cdot 10^{-174}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + \sqrt{b \cdot b}}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.9 \cdot 10^{-59}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;\left(-2 \cdot \sqrt{\frac{c}{a} \cdot -1}\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7000000000000001e-174Initial program 59.3%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f6478.5
Applied rewrites78.5%
Taylor expanded in a around 0
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
lift-/.f64N/A
lift-*.f6480.3
Applied rewrites80.3%
Taylor expanded in a around 0
pow2N/A
lift-*.f6480.3
Applied rewrites80.3%
if -1.7000000000000001e-174 < b < 4.89999999999999977e-59Initial program 79.4%
Taylor expanded in a around 0
Applied rewrites79.4%
Taylor expanded in a around inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6467.4
Applied rewrites67.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.0
Applied rewrites64.0%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6469.4
Applied rewrites69.4%
if 4.89999999999999977e-59 < b Initial program 70.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
lift-/.f64N/A
lift-*.f6486.8
Applied rewrites86.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.8
Applied rewrites86.8%
Final simplification79.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))))
(if (<= b -1.7e-174)
(if (>= b 0.0) (/ (- b) a) (/ t_0 (+ a a)))
(if (<= b 4.9e-59)
(if (>= b 0.0)
(/ (* -2.0 c) (sqrt (* (* a c) -4.0)))
(* (* -2.0 (sqrt (* (/ c a) -1.0))) 0.5))
(if (>= b 0.0)
(/ (+ c c) (* 2.0 (- (* a (/ c b)) b)))
(/ t_0 (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.7e-174) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / sqrt(((a * c) * -4.0));
} else {
tmp_3 = (-2.0 * sqrt(((c / a) * -1.0))) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (2.0 * ((a * (c / b)) - b));
} else {
tmp_1 = t_0 / (2.0 * 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = -b + -b
if (b <= (-1.7d-174)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = t_0 / (a + a)
end if
tmp_1 = tmp_2
else if (b <= 4.9d-59) then
if (b >= 0.0d0) then
tmp_3 = ((-2.0d0) * c) / sqrt(((a * c) * (-4.0d0)))
else
tmp_3 = ((-2.0d0) * sqrt(((c / a) * (-1.0d0)))) * 0.5d0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (c + c) / (2.0d0 * ((a * (c / b)) - b))
else
tmp_1 = t_0 / (2.0d0 * a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.7e-174) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / Math.sqrt(((a * c) * -4.0));
} else {
tmp_3 = (-2.0 * Math.sqrt(((c / a) * -1.0))) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (2.0 * ((a * (c / b)) - b));
} else {
tmp_1 = t_0 / (2.0 * a);
}
return tmp_1;
}
def code(a, b, c): t_0 = -b + -b tmp_1 = 0 if b <= -1.7e-174: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = t_0 / (a + a) tmp_1 = tmp_2 elif b <= 4.9e-59: tmp_3 = 0 if b >= 0.0: tmp_3 = (-2.0 * c) / math.sqrt(((a * c) * -4.0)) else: tmp_3 = (-2.0 * math.sqrt(((c / a) * -1.0))) * 0.5 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (c + c) / (2.0 * ((a * (c / b)) - b)) else: tmp_1 = t_0 / (2.0 * a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -1.7e-174) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(t_0 / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 4.9e-59) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); else tmp_3 = Float64(Float64(-2.0 * sqrt(Float64(Float64(c / a) * -1.0))) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(2.0 * Float64(Float64(a * Float64(c / b)) - b))); else tmp_1 = Float64(t_0 / Float64(2.0 * a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = -b + -b; tmp_2 = 0.0; if (b <= -1.7e-174) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = t_0 / (a + a); end tmp_2 = tmp_3; elseif (b <= 4.9e-59) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-2.0 * c) / sqrt(((a * c) * -4.0)); else tmp_4 = (-2.0 * sqrt(((c / a) * -1.0))) * 0.5; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (c + c) / (2.0 * ((a * (c / b)) - b)); else tmp_2 = t_0 / (2.0 * a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -1.7e-174], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(t$95$0 / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.9e-59], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[(2.0 * N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -1.7 \cdot 10^{-174}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.9 \cdot 10^{-59}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;\left(-2 \cdot \sqrt{\frac{c}{a} \cdot -1}\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{2 \cdot \left(a \cdot \frac{c}{b} - b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7000000000000001e-174Initial program 59.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6480.1
Applied rewrites80.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6480.1
Applied rewrites80.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6480.1
Applied rewrites80.1%
if -1.7000000000000001e-174 < b < 4.89999999999999977e-59Initial program 79.4%
Taylor expanded in a around 0
Applied rewrites79.4%
Taylor expanded in a around inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6467.4
Applied rewrites67.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.0
Applied rewrites64.0%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6469.4
Applied rewrites69.4%
if 4.89999999999999977e-59 < b Initial program 70.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
lift-/.f64N/A
lift-*.f6486.8
Applied rewrites86.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6486.8
Applied rewrites86.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))))
(if (<= b -1.7e-174)
(if (>= b 0.0) (/ (- b) a) (/ t_0 (+ a a)))
(if (<= b 4.9e-59)
(if (>= b 0.0)
(/ (* -2.0 c) (sqrt (* (* a c) -4.0)))
(* (* -2.0 (sqrt (* (/ c a) -1.0))) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (- (+ b b))) (/ t_0 (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.7e-174) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / sqrt(((a * c) * -4.0));
} else {
tmp_3 = (-2.0 * sqrt(((c / a) * -1.0))) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_0 / (2.0 * 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = -b + -b
if (b <= (-1.7d-174)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = t_0 / (a + a)
end if
tmp_1 = tmp_2
else if (b <= 4.9d-59) then
if (b >= 0.0d0) then
tmp_3 = ((-2.0d0) * c) / sqrt(((a * c) * (-4.0d0)))
else
tmp_3 = ((-2.0d0) * sqrt(((c / a) * (-1.0d0)))) * 0.5d0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / -(b + b)
else
tmp_1 = t_0 / (2.0d0 * a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.7e-174) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / Math.sqrt(((a * c) * -4.0));
} else {
tmp_3 = (-2.0 * Math.sqrt(((c / a) * -1.0))) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_0 / (2.0 * a);
}
return tmp_1;
}
def code(a, b, c): t_0 = -b + -b tmp_1 = 0 if b <= -1.7e-174: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = t_0 / (a + a) tmp_1 = tmp_2 elif b <= 4.9e-59: tmp_3 = 0 if b >= 0.0: tmp_3 = (-2.0 * c) / math.sqrt(((a * c) * -4.0)) else: tmp_3 = (-2.0 * math.sqrt(((c / a) * -1.0))) * 0.5 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (2.0 * c) / -(b + b) else: tmp_1 = t_0 / (2.0 * a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -1.7e-174) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(t_0 / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 4.9e-59) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); else tmp_3 = Float64(Float64(-2.0 * sqrt(Float64(Float64(c / a) * -1.0))) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(-Float64(b + b))); else tmp_1 = Float64(t_0 / Float64(2.0 * a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = -b + -b; tmp_2 = 0.0; if (b <= -1.7e-174) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = t_0 / (a + a); end tmp_2 = tmp_3; elseif (b <= 4.9e-59) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-2.0 * c) / sqrt(((a * c) * -4.0)); else tmp_4 = (-2.0 * sqrt(((c / a) * -1.0))) * 0.5; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (2.0 * c) / -(b + b); else tmp_2 = t_0 / (2.0 * a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -1.7e-174], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(t$95$0 / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.9e-59], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / (-N[(b + b), $MachinePrecision])), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -1.7 \cdot 10^{-174}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.9 \cdot 10^{-59}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;\left(-2 \cdot \sqrt{\frac{c}{a} \cdot -1}\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-\left(b + b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.7000000000000001e-174Initial program 59.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6480.1
Applied rewrites80.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6480.1
Applied rewrites80.1%
lift-*.f64N/A
count-2-revN/A
lower-+.f6480.1
Applied rewrites80.1%
if -1.7000000000000001e-174 < b < 4.89999999999999977e-59Initial program 79.4%
Taylor expanded in a around 0
Applied rewrites79.4%
Taylor expanded in a around inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6467.4
Applied rewrites67.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6464.0
Applied rewrites64.0%
Taylor expanded in a around -inf
lower-*.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6469.4
Applied rewrites69.4%
if 4.89999999999999977e-59 < b Initial program 70.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in a around 0
Applied rewrites86.3%
Final simplification79.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (+ (- b) (- b))))
(if (<= b -1.1e-217)
(if (>= b 0.0) (/ (- b) a) (/ t_0 (+ a a)))
(if (<= b 4.9e-59)
(if (>= b 0.0)
(/ (* -2.0 c) (sqrt (* (* a c) -4.0)))
(* (sqrt (* (/ c a) -4.0)) 0.5))
(if (>= b 0.0) (/ (* 2.0 c) (- (+ b b))) (/ t_0 (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.1e-217) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / sqrt(((a * c) * -4.0));
} else {
tmp_3 = sqrt(((c / a) * -4.0)) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_0 / (2.0 * 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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = -b + -b
if (b <= (-1.1d-217)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = t_0 / (a + a)
end if
tmp_1 = tmp_2
else if (b <= 4.9d-59) then
if (b >= 0.0d0) then
tmp_3 = ((-2.0d0) * c) / sqrt(((a * c) * (-4.0d0)))
else
tmp_3 = sqrt(((c / a) * (-4.0d0))) * 0.5d0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / -(b + b)
else
tmp_1 = t_0 / (2.0d0 * a)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -b + -b;
double tmp_1;
if (b <= -1.1e-217) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0 / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 4.9e-59) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / Math.sqrt(((a * c) * -4.0));
} else {
tmp_3 = Math.sqrt(((c / a) * -4.0)) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_0 / (2.0 * a);
}
return tmp_1;
}
def code(a, b, c): t_0 = -b + -b tmp_1 = 0 if b <= -1.1e-217: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = t_0 / (a + a) tmp_1 = tmp_2 elif b <= 4.9e-59: tmp_3 = 0 if b >= 0.0: tmp_3 = (-2.0 * c) / math.sqrt(((a * c) * -4.0)) else: tmp_3 = math.sqrt(((c / a) * -4.0)) * 0.5 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = (2.0 * c) / -(b + b) else: tmp_1 = t_0 / (2.0 * a) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-b) + Float64(-b)) tmp_1 = 0.0 if (b <= -1.1e-217) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(t_0 / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 4.9e-59) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / sqrt(Float64(Float64(a * c) * -4.0))); else tmp_3 = Float64(sqrt(Float64(Float64(c / a) * -4.0)) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(-Float64(b + b))); else tmp_1 = Float64(t_0 / Float64(2.0 * a)); end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = -b + -b; tmp_2 = 0.0; if (b <= -1.1e-217) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = t_0 / (a + a); end tmp_2 = tmp_3; elseif (b <= 4.9e-59) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = (-2.0 * c) / sqrt(((a * c) * -4.0)); else tmp_4 = sqrt(((c / a) * -4.0)) * 0.5; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = (2.0 * c) / -(b + b); else tmp_2 = t_0 / (2.0 * a); end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) + (-b)), $MachinePrecision]}, If[LessEqual[b, -1.1e-217], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(t$95$0 / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.9e-59], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision], N[(N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / (-N[(b + b), $MachinePrecision])), $MachinePrecision], N[(t$95$0 / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left(-b\right) + \left(-b\right)\\
\mathbf{if}\;b \leq -1.1 \cdot 10^{-217}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.9 \cdot 10^{-59}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -4} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-\left(b + b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.09999999999999991e-217Initial program 59.1%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6476.3
Applied rewrites76.3%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6476.3
Applied rewrites76.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6476.3
Applied rewrites76.3%
if -1.09999999999999991e-217 < b < 4.89999999999999977e-59Initial program 82.8%
Taylor expanded in a around 0
Applied rewrites82.8%
Taylor expanded in a around inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6476.5
Applied rewrites76.5%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6472.6
Applied rewrites72.6%
if 4.89999999999999977e-59 < b Initial program 70.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6470.3
Applied rewrites70.3%
Taylor expanded in a around 0
Applied rewrites86.3%
Final simplification78.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ (- b) (- b)) (* 2.0 a))))
(if (<= b 2.85e-96)
(if (>= b 0.0) (sqrt (* (/ c a) -1.0)) t_0)
(if (>= b 0.0) (/ (* 2.0 c) (- (+ b b))) t_0))))
double code(double a, double b, double c) {
double t_0 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= 2.85e-96) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -1.0));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_0;
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = (-b + -b) / (2.0d0 * a)
if (b <= 2.85d-96) then
if (b >= 0.0d0) then
tmp_2 = sqrt(((c / a) * (-1.0d0)))
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * c) / -(b + b)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= 2.85e-96) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt(((c / a) * -1.0));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * c) / -(b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (-b + -b) / (2.0 * a) tmp_1 = 0 if b <= 2.85e-96: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt(((c / a) * -1.0)) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * c) / -(b + b) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= 2.85e-96) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(c / a) * -1.0)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * c) / Float64(-Float64(b + b))); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (-b + -b) / (2.0 * a); tmp_2 = 0.0; if (b <= 2.85e-96) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt(((c / a) * -1.0)); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * c) / -(b + b); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 2.85e-96], If[GreaterEqual[b, 0.0], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / (-N[(b + b), $MachinePrecision])), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\mathbf{if}\;b \leq 2.85 \cdot 10^{-96}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-\left(b + b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 2.85000000000000004e-96Initial program 65.3%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6472.4
Applied rewrites72.4%
Taylor expanded in a around -inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6461.3
Applied rewrites61.3%
if 2.85000000000000004e-96 < b Initial program 72.7%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6472.7
Applied rewrites72.7%
Taylor expanded in a around 0
Applied rewrites81.1%
Final simplification68.1%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 c) (- (+ b b))) (/ (+ (- b) (- b)) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / -(b + b);
} else {
tmp = (-b + -b) / (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) :: tmp
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / -(b + b)
else
tmp = (-b + -b) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / -(b + b);
} else {
tmp = (-b + -b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * c) / -(b + b) else: tmp = (-b + -b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(-Float64(b + b))); else tmp = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / -(b + b); else tmp = (-b + -b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / (-N[(b + b), $MachinePrecision])), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{-\left(b + b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 67.9%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6472.5
Applied rewrites72.5%
Taylor expanded in a around 0
Applied rewrites65.0%
Final simplification65.0%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ (+ (- b) (- b)) (+ a a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (-b + -b) / (a + 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 = -b / a
else
tmp = (-b + -b) / (a + a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (-b + -b) / (a + a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = (-b + -b) / (a + a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(a + a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = (-b + -b) / (a + a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{a + a}\\
\end{array}
\end{array}
Initial program 67.9%
Taylor expanded in b around -inf
mul-1-negN/A
lift-neg.f6472.5
Applied rewrites72.5%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lift-neg.f64N/A
lower-/.f6436.9
Applied rewrites36.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6436.9
Applied rewrites36.9%
herbie shell --seed 2025082
(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))))