
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (* -2.0 c) (+ t_0 b))))
(if (<= b -1.72e+93)
(if (>= b 0.0) t_1 (* (fma -2.0 (/ b a) (* 2.0 (/ c b))) 0.5))
(if (<= b 3.1e+22)
(if (>= b 0.0) t_1 (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = (-2.0 * c) / (t_0 + b);
double tmp_1;
if (b <= -1.72e+93) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = fma(-2.0, (b / a), (2.0 * (c / b))) * 0.5;
}
tmp_1 = tmp_2;
} else if (b <= 3.1e+22) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} 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 = -b / 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(-2.0 * c) / Float64(t_0 + b)) tmp_1 = 0.0 if (b <= -1.72e+93) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(fma(-2.0, Float64(b / a), Float64(2.0 * Float64(c / b))) * 0.5); end tmp_1 = tmp_2; elseif (b <= 3.1e+22) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; 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(b + b)); else tmp_1 = Float64(Float64(-b) / 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[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.72e+93], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(-2.0 * N[(b / a), $MachinePrecision] + N[(2.0 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 3.1e+22], If[GreaterEqual[b, 0.0], t$95$1, 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[((-b) / a), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{if}\;b \leq -1.72 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-2, \frac{b}{a}, 2 \cdot \frac{c}{b}\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 3.1 \cdot 10^{+22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
\end{array}
if b < -1.7199999999999999e93Initial program 44.5%
Taylor expanded in a around 0
Applied rewrites44.8%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6497.5
Applied rewrites97.5%
Taylor expanded in a around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f6498.3
Applied rewrites98.3%
if -1.7199999999999999e93 < b < 3.1000000000000002e22Initial program 85.6%
Taylor expanded in a around 0
Applied rewrites85.6%
if 3.1000000000000002e22 < b Initial program 57.0%
Taylor expanded in a around 0
Applied rewrites57.1%
Taylor expanded in a around 0
Applied rewrites91.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6491.6
Applied rewrites91.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (* -2.0 c) (+ t_0 b))))
(if (<= b -1.72e+93)
(if (>= b 0.0) t_1 (* (fma -2.0 (/ b a) (* 2.0 (/ c b))) 0.5))
(if (<= b -4e-310)
(if (>= b 0.0) (sqrt (* (/ c a) -1.0)) (* (/ (- t_0 b) a) 0.5))
(if (<= b 3.1e+22)
(if (>= b 0.0)
t_1
(* (* (- b) (fma -2.0 (/ c (* b b)) (/ 2.0 a))) 0.5))
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = (-2.0 * c) / (t_0 + b);
double tmp_1;
if (b <= -1.72e+93) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = fma(-2.0, (b / a), (2.0 * (c / b))) * 0.5;
}
tmp_1 = tmp_2;
} else if (b <= -4e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = sqrt(((c / a) * -1.0));
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 3.1e+22) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_1;
} else {
tmp_4 = (-b * fma(-2.0, (c / (b * b)), (2.0 / a))) * 0.5;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / (b + b);
} else {
tmp_1 = -b / 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(-2.0 * c) / Float64(t_0 + b)) tmp_1 = 0.0 if (b <= -1.72e+93) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(fma(-2.0, Float64(b / a), Float64(2.0 * Float64(c / b))) * 0.5); end tmp_1 = tmp_2; elseif (b <= -4e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = sqrt(Float64(Float64(c / a) * -1.0)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 3.1e+22) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = t_1; else tmp_4 = Float64(Float64(Float64(-b) * fma(-2.0, Float64(c / Float64(b * b)), Float64(2.0 / a))) * 0.5); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp_1 = Float64(Float64(-b) / 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[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.72e+93], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(-2.0 * N[(b / a), $MachinePrecision] + N[(2.0 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, -4e-310], If[GreaterEqual[b, 0.0], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 3.1e+22], If[GreaterEqual[b, 0.0], t$95$1, N[(N[((-b) * N[(-2.0 * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(2.0 / a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{if}\;b \leq -1.72 \cdot 10^{+93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-2, \frac{b}{a}, 2 \cdot \frac{c}{b}\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq -4 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 3.1 \cdot 10^{+22}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\left(\left(-b\right) \cdot \mathsf{fma}\left(-2, \frac{c}{b \cdot b}, \frac{2}{a}\right)\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
\end{array}
if b < -1.7199999999999999e93Initial program 44.5%
Taylor expanded in a around 0
Applied rewrites44.8%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6497.5
Applied rewrites97.5%
Taylor expanded in a around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f6498.3
Applied rewrites98.3%
if -1.7199999999999999e93 < b < -3.999999999999988e-310Initial program 86.2%
Taylor expanded in a around 0
Applied rewrites86.2%
Taylor expanded in a around -inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6486.2
Applied rewrites86.2%
if -3.999999999999988e-310 < b < 3.1000000000000002e22Initial program 85.0%
Taylor expanded in a around 0
Applied rewrites85.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6485.0
Applied rewrites85.0%
if 3.1000000000000002e22 < b Initial program 57.0%
Taylor expanded in a around 0
Applied rewrites57.1%
Taylor expanded in a around 0
Applied rewrites91.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6491.6
Applied rewrites91.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b))))
(t_1
(if (>= b 0.0)
(/ (* -2.0 c) (+ t_0 b))
(* (fma -2.0 (/ b a) (* 2.0 (/ c b))) 0.5))))
(if (<= b -1.72e+93)
t_1
(if (<= b -4e-310)
(if (>= b 0.0) (sqrt (* (/ c a) -1.0)) (* (/ (- t_0 b) a) 0.5))
(if (<= b 3.1e+22)
t_1
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * c) / (t_0 + b);
} else {
tmp = fma(-2.0, (b / a), (2.0 * (c / b))) * 0.5;
}
double t_1 = tmp;
double tmp_1;
if (b <= -1.72e+93) {
tmp_1 = t_1;
} else if (b <= -4e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt(((c / a) * -1.0));
} else {
tmp_2 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_2;
} else if (b <= 3.1e+22) {
tmp_1 = t_1;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / (b + b);
} else {
tmp_1 = -b / a;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp = Float64(fma(-2.0, Float64(b / a), Float64(2.0 * Float64(c / b))) * 0.5); end t_1 = tmp tmp_1 = 0.0 if (b <= -1.72e+93) tmp_1 = t_1; elseif (b <= -4e-310) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(c / a) * -1.0)); else tmp_2 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_2; elseif (b <= 3.1e+22) tmp_1 = t_1; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp_1 = Float64(Float64(-b) / 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 = If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * N[(b / a), $MachinePrecision] + N[(2.0 * N[(c / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]]}, If[LessEqual[b, -1.72e+93], t$95$1, If[LessEqual[b, -4e-310], If[GreaterEqual[b, 0.0], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 3.1e+22], t$95$1, If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(-2, \frac{b}{a}, 2 \cdot \frac{c}{b}\right) \cdot 0.5\\
\end{array}\\
\mathbf{if}\;b \leq -1.72 \cdot 10^{+93}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;b \leq -4 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 3.1 \cdot 10^{+22}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
\end{array}
if b < -1.7199999999999999e93 or -3.999999999999988e-310 < b < 3.1000000000000002e22Initial program 68.9%
Taylor expanded in a around 0
Applied rewrites69.0%
Taylor expanded in b around -inf
associate-*r*N/A
mul-1-negN/A
lower-*.f64N/A
lift-neg.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
pow2N/A
lift-*.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6490.0
Applied rewrites90.0%
Taylor expanded in a around inf
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-/.f6490.3
Applied rewrites90.3%
if -1.7199999999999999e93 < b < -3.999999999999988e-310Initial program 86.2%
Taylor expanded in a around 0
Applied rewrites86.2%
Taylor expanded in a around -inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6486.2
Applied rewrites86.2%
if 3.1000000000000002e22 < b Initial program 57.0%
Taylor expanded in a around 0
Applied rewrites57.1%
Taylor expanded in a around 0
Applied rewrites91.6%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6491.6
Applied rewrites91.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0)))
(t_1 (if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a))))
(if (<= b -5e+153)
t_1
(if (<= b -1.12e-302)
(if (>= b 0.0)
t_0
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (<= b 4.6e-66)
(if (>= b 0.0) (/ (- (sqrt (* (- a) c))) (- a)) (- t_0))
t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * c) / (b + b);
} else {
tmp = -b / a;
}
double t_1 = tmp;
double tmp_1;
if (b <= -5e+153) {
tmp_1 = t_1;
} else if (b <= -1.12e-302) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_2;
} else if (b <= 4.6e-66) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -sqrt((-a * c)) / -a;
} else {
tmp_3 = -t_0;
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp = Float64(Float64(-b) / a); end t_1 = tmp tmp_1 = 0.0 if (b <= -5e+153) tmp_1 = t_1; elseif (b <= -1.12e-302) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_2; elseif (b <= 4.6e-66) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-sqrt(Float64(Float64(-a) * c))) / Float64(-a)); else tmp_3 = Float64(-t_0); end tmp_1 = tmp_3; else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]]}, If[LessEqual[b, -5e+153], t$95$1, If[LessEqual[b, -1.12e-302], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 4.6e-66], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[((-a) * c), $MachinePrecision]], $MachinePrecision]) / (-a)), $MachinePrecision], (-t$95$0)], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+153}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;b \leq -1.12 \cdot 10^{-302}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 4.6 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(-a\right) \cdot c}}{-a}\\
\mathbf{else}:\\
\;\;\;\;-t\_0\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -5.00000000000000018e153 or 4.59999999999999984e-66 < b Initial program 56.0%
Taylor expanded in a around 0
Applied rewrites56.1%
Taylor expanded in a around 0
Applied rewrites70.4%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6487.0
Applied rewrites87.0%
if -5.00000000000000018e153 < b < -1.12e-302Initial program 87.2%
Taylor expanded in a around 0
Applied rewrites87.2%
Taylor expanded in a around -inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6487.2
Applied rewrites87.2%
if -1.12e-302 < b < 4.59999999999999984e-66Initial program 84.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6473.2
Applied rewrites73.2%
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-/.f6473.4
Applied rewrites73.4%
Taylor expanded in a around inf
mul-1-negN/A
sqrt-prodN/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6473.4
Applied rewrites73.4%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-*.f6473.4
Applied rewrites73.4%
Final simplification84.7%
(FPCore (a b c)
:precision binary64
(if (or (<= b -1300000.0) (not (<= b 4.6e-66)))
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a))
(if (>= b 0.0)
(/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) (- a))
(/ (+ (- b) (sqrt (* (* -4.0 a) c))) (* 2.0 a)))))
double code(double a, double b, double c) {
double tmp_1;
if ((b <= -1300000.0) || !(b <= 4.6e-66)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = fma(0.5, b, -sqrt(((a * c) * -1.0))) / -a;
} else {
tmp_1 = (-b + sqrt(((-4.0 * a) * c))) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if ((b <= -1300000.0) || !(b <= 4.6e-66)) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / Float64(-a)); else tmp_1 = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(-4.0 * a) * c))) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := If[Or[LessEqual[b, -1300000.0], N[Not[LessEqual[b, 4.6e-66]], $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(0.5 * b + (-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision] / (-a)), $MachinePrecision], N[(N[((-b) + N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -1300000 \lor \neg \left(b \leq 4.6 \cdot 10^{-66}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(0.5, b, -\sqrt{\left(a \cdot c\right) \cdot -1}\right)}{-a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\left(-4 \cdot a\right) \cdot c}}{2 \cdot a}\\
\end{array}
\end{array}
if b < -1.3e6 or 4.59999999999999984e-66 < b Initial program 61.2%
Taylor expanded in a around 0
Applied rewrites61.3%
Taylor expanded in a around 0
Applied rewrites73.7%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6486.7
Applied rewrites86.7%
if -1.3e6 < b < 4.59999999999999984e-66Initial program 84.2%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6479.2
Applied rewrites79.2%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6465.8
Applied rewrites65.8%
Final simplification78.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* -2.0 c) (+ b b))) (t_1 (if (>= b 0.0) t_0 (/ (- b) a))))
(if (<= b -1.1e-97)
t_1
(if (<= b -1.12e-302)
(if (>= b 0.0) t_0 (* (/ (sqrt (* (* a c) -4.0)) a) 0.5))
(if (<= b 4.6e-66)
(if (>= b 0.0)
(/ (- (sqrt (* (- a) c))) (- a))
(- (sqrt (* (/ c a) -1.0))))
t_1)))))
double code(double a, double b, double c) {
double t_0 = (-2.0 * c) / (b + b);
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = -b / a;
}
double t_1 = tmp;
double tmp_1;
if (b <= -1.1e-97) {
tmp_1 = t_1;
} else if (b <= -1.12e-302) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (sqrt(((a * c) * -4.0)) / a) * 0.5;
}
tmp_1 = tmp_2;
} else if (b <= 4.6e-66) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -sqrt((-a * c)) / -a;
} else {
tmp_3 = -sqrt(((c / a) * -1.0));
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_1;
}
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)
if (b >= 0.0d0) then
tmp = t_0
else
tmp = -b / a
end if
t_1 = tmp
if (b <= (-1.1d-97)) then
tmp_1 = t_1
else if (b <= (-1.12d-302)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = (sqrt(((a * c) * (-4.0d0))) / a) * 0.5d0
end if
tmp_1 = tmp_2
else if (b <= 4.6d-66) then
if (b >= 0.0d0) then
tmp_3 = -sqrt((-a * c)) / -a
else
tmp_3 = -sqrt(((c / a) * (-1.0d0)))
end if
tmp_1 = tmp_3
else
tmp_1 = t_1
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 tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = -b / a;
}
double t_1 = tmp;
double tmp_1;
if (b <= -1.1e-97) {
tmp_1 = t_1;
} else if (b <= -1.12e-302) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = (Math.sqrt(((a * c) * -4.0)) / a) * 0.5;
}
tmp_1 = tmp_2;
} else if (b <= 4.6e-66) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -Math.sqrt((-a * c)) / -a;
} else {
tmp_3 = -Math.sqrt(((c / a) * -1.0));
}
tmp_1 = tmp_3;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = (-2.0 * c) / (b + b) tmp = 0 if b >= 0.0: tmp = t_0 else: tmp = -b / a t_1 = tmp tmp_1 = 0 if b <= -1.1e-97: tmp_1 = t_1 elif b <= -1.12e-302: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = (math.sqrt(((a * c) * -4.0)) / a) * 0.5 tmp_1 = tmp_2 elif b <= 4.6e-66: tmp_3 = 0 if b >= 0.0: tmp_3 = -math.sqrt((-a * c)) / -a else: tmp_3 = -math.sqrt(((c / a) * -1.0)) tmp_1 = tmp_3 else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-2.0 * c) / Float64(b + b)) tmp = 0.0 if (b >= 0.0) tmp = t_0; else tmp = Float64(Float64(-b) / a); end t_1 = tmp tmp_1 = 0.0 if (b <= -1.1e-97) tmp_1 = t_1; elseif (b <= -1.12e-302) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(sqrt(Float64(Float64(a * c) * -4.0)) / a) * 0.5); end tmp_1 = tmp_2; elseif (b <= 4.6e-66) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-sqrt(Float64(Float64(-a) * c))) / Float64(-a)); else tmp_3 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))); end tmp_1 = tmp_3; else tmp_1 = t_1; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = (-2.0 * c) / (b + b); tmp = 0.0; if (b >= 0.0) tmp = t_0; else tmp = -b / a; end t_1 = tmp; tmp_2 = 0.0; if (b <= -1.1e-97) tmp_2 = t_1; elseif (b <= -1.12e-302) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = (sqrt(((a * c) * -4.0)) / a) * 0.5; end tmp_2 = tmp_3; elseif (b <= 4.6e-66) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = -sqrt((-a * c)) / -a; else tmp_4 = -sqrt(((c / a) * -1.0)); end tmp_2 = tmp_4; else tmp_2 = t_1; 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 = If[GreaterEqual[b, 0.0], t$95$0, N[((-b) / a), $MachinePrecision]]}, If[LessEqual[b, -1.1e-97], t$95$1, If[LessEqual[b, -1.12e-302], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 4.6e-66], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[((-a) * c), $MachinePrecision]], $MachinePrecision]) / (-a)), $MachinePrecision], (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-2 \cdot c}{b + b}\\
t_1 := \begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{if}\;b \leq -1.1 \cdot 10^{-97}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;b \leq -1.12 \cdot 10^{-302}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4}}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 4.6 \cdot 10^{-66}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(-a\right) \cdot c}}{-a}\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -1.0999999999999999e-97 or 4.59999999999999984e-66 < b Initial program 66.3%
Taylor expanded in a around 0
Applied rewrites66.4%
Taylor expanded in a around 0
Applied rewrites76.8%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6480.7
Applied rewrites80.7%
if -1.0999999999999999e-97 < b < -1.12e-302Initial program 72.4%
Taylor expanded in a around 0
Applied rewrites72.4%
Taylor expanded in a around 0
Applied rewrites72.4%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6467.6
Applied rewrites67.6%
if -1.12e-302 < b < 4.59999999999999984e-66Initial program 84.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6473.2
Applied rewrites73.2%
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-/.f6473.4
Applied rewrites73.4%
Taylor expanded in a around inf
mul-1-negN/A
sqrt-prodN/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6473.4
Applied rewrites73.4%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-*.f6473.4
Applied rewrites73.4%
Final simplification78.2%
(FPCore (a b c)
:precision binary64
(if (or (<= b -3.75e-180) (not (<= b 4.6e-66)))
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a))
(if (>= b 0.0)
(/ (- (sqrt (* (- a) c))) (- a))
(- (sqrt (* (/ c a) -1.0))))))
double code(double a, double b, double c) {
double tmp_1;
if ((b <= -3.75e-180) || !(b <= 4.6e-66)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = -sqrt((-a * c)) / -a;
} else {
tmp_1 = -sqrt(((c / a) * -1.0));
}
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) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
if ((b <= (-3.75d-180)) .or. (.not. (b <= 4.6d-66))) then
if (b >= 0.0d0) then
tmp_2 = ((-2.0d0) * c) / (b + b)
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = -sqrt((-a * c)) / -a
else
tmp_1 = -sqrt(((c / a) * (-1.0d0)))
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double tmp_1;
if ((b <= -3.75e-180) || !(b <= 4.6e-66)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = -Math.sqrt((-a * c)) / -a;
} else {
tmp_1 = -Math.sqrt(((c / a) * -1.0));
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if (b <= -3.75e-180) or not (b <= 4.6e-66): tmp_2 = 0 if b >= 0.0: tmp_2 = (-2.0 * c) / (b + b) else: tmp_2 = -b / a tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = -math.sqrt((-a * c)) / -a else: tmp_1 = -math.sqrt(((c / a) * -1.0)) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if ((b <= -3.75e-180) || !(b <= 4.6e-66)) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(-sqrt(Float64(Float64(-a) * c))) / Float64(-a)); else tmp_1 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))); end return tmp_1 end
function tmp_4 = code(a, b, c) tmp_2 = 0.0; if ((b <= -3.75e-180) || ~((b <= 4.6e-66))) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-2.0 * c) / (b + b); else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = -sqrt((-a * c)) / -a; else tmp_2 = -sqrt(((c / a) * -1.0)); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[Or[LessEqual[b, -3.75e-180], N[Not[LessEqual[b, 4.6e-66]], $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-N[Sqrt[N[((-a) * c), $MachinePrecision]], $MachinePrecision]) / (-a)), $MachinePrecision], (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -3.75 \cdot 10^{-180} \lor \neg \left(b \leq 4.6 \cdot 10^{-66}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-\sqrt{\left(-a\right) \cdot c}}{-a}\\
\mathbf{else}:\\
\;\;\;\;-\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}
\end{array}
if b < -3.75000000000000008e-180 or 4.59999999999999984e-66 < b Initial program 67.0%
Taylor expanded in a around 0
Applied rewrites67.1%
Taylor expanded in a around 0
Applied rewrites77.2%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6478.9
Applied rewrites78.9%
if -3.75000000000000008e-180 < b < 4.59999999999999984e-66Initial program 79.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6471.4
Applied rewrites71.4%
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-/.f6465.2
Applied rewrites65.2%
Taylor expanded in a around inf
mul-1-negN/A
sqrt-prodN/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6465.2
Applied rewrites65.2%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-*.f6465.2
Applied rewrites65.2%
Final simplification75.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))))
(if (or (<= b -3.75e-180) (not (<= b 2.35e-98)))
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a))
(if (>= b 0.0) t_0 (- t_0)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double tmp_1;
if ((b <= -3.75e-180) || !(b <= 2.35e-98)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} 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 = sqrt(((c / a) * (-1.0d0)))
if ((b <= (-3.75d-180)) .or. (.not. (b <= 2.35d-98))) then
if (b >= 0.0d0) then
tmp_2 = ((-2.0d0) * c) / (b + b)
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
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 = Math.sqrt(((c / a) * -1.0));
double tmp_1;
if ((b <= -3.75e-180) || !(b <= 2.35e-98)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = -t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) tmp_1 = 0 if (b <= -3.75e-180) or not (b <= 2.35e-98): tmp_2 = 0 if b >= 0.0: tmp_2 = (-2.0 * c) / (b + b) else: tmp_2 = -b / a tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = -t_0 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) tmp_1 = 0.0 if ((b <= -3.75e-180) || !(b <= 2.35e-98)) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = Float64(-t_0); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); tmp_2 = 0.0; if ((b <= -3.75e-180) || ~((b <= 2.35e-98))) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-2.0 * c) / (b + b); else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = -t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[Or[LessEqual[b, -3.75e-180], N[Not[LessEqual[b, 2.35e-98]], $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, (-t$95$0)]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.75 \cdot 10^{-180} \lor \neg \left(b \leq 2.35 \cdot 10^{-98}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;-t\_0\\
\end{array}
\end{array}
if b < -3.75000000000000008e-180 or 2.35000000000000003e-98 < b Initial program 67.5%
Taylor expanded in a around 0
Applied rewrites67.6%
Taylor expanded in a around 0
Applied rewrites76.0%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6477.7
Applied rewrites77.7%
if -3.75000000000000008e-180 < b < 2.35000000000000003e-98Initial program 78.9%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6473.6
Applied rewrites73.6%
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-/.f6466.7
Applied rewrites66.7%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6440.5
Applied rewrites40.5%
Final simplification69.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0)))))
(if (or (<= b -3.75e-180) (not (<= b 1e-186)))
(if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a))
(if (>= b 0.0) t_0 t_0))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double tmp_1;
if ((b <= -3.75e-180) || !(b <= 1e-186)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} 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 = -sqrt(((c / a) * (-1.0d0)))
if ((b <= (-3.75d-180)) .or. (.not. (b <= 1d-186))) then
if (b >= 0.0d0) then
tmp_2 = ((-2.0d0) * c) / (b + b)
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_0
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 = -Math.sqrt(((c / a) * -1.0));
double tmp_1;
if ((b <= -3.75e-180) || !(b <= 1e-186)) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (-2.0 * c) / (b + b);
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = -math.sqrt(((c / a) * -1.0)) tmp_1 = 0 if (b <= -3.75e-180) or not (b <= 1e-186): tmp_2 = 0 if b >= 0.0: tmp_2 = (-2.0 * c) / (b + b) else: tmp_2 = -b / a tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if ((b <= -3.75e-180) || !(b <= 1e-186)) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-2.0 * c) / Float64(b + b)); else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = -sqrt(((c / a) * -1.0)); tmp_2 = 0.0; if ((b <= -3.75e-180) || ~((b <= 1e-186))) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = (-2.0 * c) / (b + b); else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[Or[LessEqual[b, -3.75e-180], N[Not[LessEqual[b, 1e-186]], $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[((-b) / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.75 \cdot 10^{-180} \lor \neg \left(b \leq 10^{-186}\right):\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.75000000000000008e-180 or 9.9999999999999991e-187 < b Initial program 69.3%
Taylor expanded in a around 0
Applied rewrites69.4%
Taylor expanded in a around 0
Applied rewrites71.3%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6472.8
Applied rewrites72.8%
if -3.75000000000000008e-180 < b < 9.9999999999999991e-187Initial program 74.8%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6474.5
Applied rewrites74.5%
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-/.f6463.3
Applied rewrites63.3%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6440.4
Applied rewrites40.4%
Final simplification68.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* -2.0 c) (+ b b)) (/ (- b) a)))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (-2.0 * c) / (b + b);
} 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 = ((-2.0d0) * c) / (b + b)
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 = (-2.0 * c) / (b + b);
} else {
tmp = -b / a;
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (-2.0 * c) / (b + b) else: tmp = -b / a return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-2.0 * c) / Float64(b + b)); 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 = (-2.0 * c) / (b + b); else tmp = -b / 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[((-b) / a), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}
\end{array}
Initial program 70.0%
Taylor expanded in a around 0
Applied rewrites70.1%
Taylor expanded in a around 0
Applied rewrites66.9%
Taylor expanded in b around -inf
mul-1-negN/A
distribute-frac-negN/A
lift-/.f64N/A
lift-neg.f6463.8
Applied rewrites63.8%
herbie shell --seed 2025061
(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))))