
(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 11 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) a)))
(if (<= b -2.2e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5e+74)
(if (>= b 0.0)
(/ (* c 2.0) (- (- b) t_0))
(fma (/ 0.5 a) t_0 (* (/ b a) -0.5)))
(if (>= b 0.0)
(/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
(* (/ (- t_0 b) a) 0.5))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -2.2e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (c * 2.0) / (-b - t_0);
} else {
tmp_3 = fma((0.5 / a), t_0, ((b / a) * -0.5));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
} else {
tmp_1 = ((t_0 - b) / a) * 0.5;
}
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) / a) tmp_1 = 0.0 if (b <= -2.2e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+74) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(c * 2.0) / Float64(Float64(-b) - t_0)); else tmp_3 = fma(Float64(0.5 / a), t_0, Float64(Float64(b / a) * -0.5)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b))); else tmp_1 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); 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) / a), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(c * 2.0), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[(0.5 / a), $MachinePrecision] * t$95$0 + N[(N[(b / a), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{c \cdot 2}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{0.5}{a}, t\_0, \frac{b}{a} \cdot -0.5\right)\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -2.2e45Initial program 60.8%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in a around 0
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
if -2.2e45 < b < 4.99999999999999963e74Initial program 90.9%
lift-/.f64N/A
lift-+.f64N/A
div-addN/A
lower-+.f64N/A
lift-*.f64N/A
*-commutativeN/A
associate-/r*N/A
lower-/.f64N/A
lower-/.f64N/A
lower-/.f6490.9
Applied rewrites90.9%
Taylor expanded in b around -inf
Applied rewrites90.9%
if 4.99999999999999963e74 < b Initial program 54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (- b) a)))
(if (<= b -2.2e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5e+74)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (- (/ t_0 a) (/ b a)) 0.5))
(if (>= b 0.0)
(/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
(* (/ (- t_0 b) a) 0.5))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -2.2e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 / a) - (b / a)) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
} else {
tmp_1 = ((t_0 - b) / a) * 0.5;
}
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) / a) tmp_1 = 0.0 if (b <= -2.2e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+74) 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 / a) - Float64(b / a)) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b))); else tmp_1 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); 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) / a), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 / a), $MachinePrecision] - N[(b / a), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\left(\frac{t\_0}{a} - \frac{b}{a}\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -2.2e45Initial program 60.8%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in a around 0
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
if -2.2e45 < b < 4.99999999999999963e74Initial program 90.9%
Taylor expanded in a around 0
Applied rewrites90.9%
Applied rewrites90.9%
if 4.99999999999999963e74 < b Initial program 54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b))))
(t_1 (/ (- b) a))
(t_2 (* (/ (- t_0 b) a) 0.5)))
(if (<= b -2.2e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5e+74)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) t_2)
(if (>= b 0.0)
(/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
t_2)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b / a;
double t_2 = ((t_0 - b) / a) * 0.5;
double tmp_1;
if (b <= -2.2e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = t_2;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
} else {
tmp_1 = t_2;
}
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) / a) t_2 = Float64(Float64(Float64(t_0 - b) / a) * 0.5) tmp_1 = 0.0 if (b <= -2.2e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+74) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = t_2; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b))); else tmp_1 = t_2; 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) / a), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], t$95$2], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
t_2 := \frac{t\_0 - b}{a} \cdot 0.5\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -2.2e45Initial program 60.8%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in a around 0
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
if -2.2e45 < b < 4.99999999999999963e74Initial program 90.9%
Taylor expanded in a around 0
Applied rewrites90.9%
if 4.99999999999999963e74 < b Initial program 54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma c (* a -4.0) (* b b)))) (t_1 (/ (- b) a)))
(if (<= b -1.75e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5e+74)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (- t_0 b) (/ 0.5 a)))
(if (>= b 0.0)
(/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(c, (a * -4.0), (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -1.75e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = (t_0 - b) * (0.5 / a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
} else {
tmp_1 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(c, Float64(a * -4.0), Float64(b * b))) t_1 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -1.75e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+74) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(t_0 - b) * Float64(0.5 / a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b))); else tmp_1 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(c * N[(a * -4.0), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -1.75e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(t$95$0 - b), $MachinePrecision] * N[(0.5 / a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 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]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c, a \cdot -4, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -1.75 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\left(t\_0 - b\right) \cdot \frac{0.5}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}
\end{array}
if b < -1.75000000000000011e45Initial program 61.5%
Taylor expanded in b around -inf
Applied rewrites91.4%
Taylor expanded in a around 0
Applied rewrites91.4%
Taylor expanded in b around -inf
Applied rewrites91.4%
Taylor expanded in b around -inf
Applied rewrites91.4%
if -1.75000000000000011e45 < b < 4.99999999999999963e74Initial program 90.8%
Taylor expanded in a around 0
Applied rewrites90.8%
Applied rewrites90.9%
Applied rewrites90.8%
if 4.99999999999999963e74 < b Initial program 54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b))))
(t_1 (/ (- b) a))
(t_2 (* (/ (- t_0 b) a) 0.5)))
(if (<= b -2.2e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5e+74)
(if (>= b 0.0) (* c (/ -2.0 (+ t_0 b))) t_2)
(if (>= b 0.0)
(/ (* -2.0 c) (fma (* a (/ c b)) -2.0 (* 2.0 b)))
t_2)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b / a;
double t_2 = ((t_0 - b) / a) * 0.5;
double tmp_1;
if (b <= -2.2e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (t_0 + b));
} else {
tmp_3 = t_2;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (-2.0 * c) / fma((a * (c / b)), -2.0, (2.0 * b));
} else {
tmp_1 = t_2;
}
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) / a) t_2 = Float64(Float64(Float64(t_0 - b) / a) * 0.5) tmp_1 = 0.0 if (b <= -2.2e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+74) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(t_0 + b))); else tmp_3 = t_2; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(a * Float64(c / b)), -2.0, Float64(2.0 * b))); else tmp_1 = t_2; 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) / a), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(a * N[(c / b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
t_2 := \frac{t\_0 - b}{a} \cdot 0.5\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b}, -2, 2 \cdot b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -2.2e45Initial program 60.8%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in a around 0
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
if -2.2e45 < b < 4.99999999999999963e74Initial program 90.9%
Taylor expanded in a around 0
Applied rewrites90.9%
Applied rewrites90.8%
if 4.99999999999999963e74 < b Initial program 54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (/ (- b) a)))
(if (<= b -2.2e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b 5e+74)
(if (>= b 0.0) (* c (/ -2.0 (+ t_0 b))) (* (/ (- t_0 b) a) 0.5))
(/ (* -2.0 c) (fma (* (/ c b) a) -2.0 (* 2.0 b)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = -b / a;
double tmp_1;
if (b <= -2.2e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (t_0 + b));
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else {
tmp_1 = (-2.0 * c) / fma(((c / b) * a), -2.0, (2.0 * b));
}
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) / a) tmp_1 = 0.0 if (b <= -2.2e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+74) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(t_0 + b))); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; else tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(Float64(c / b) * a), -2.0, Float64(2.0 * b))); 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) / a), $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, 5e+74], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, 2 \cdot b\right)}\\
\end{array}
\end{array}
if b < -2.2e45Initial program 60.8%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in a around 0
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
if -2.2e45 < b < 4.99999999999999963e74Initial program 90.9%
Taylor expanded in a around 0
Applied rewrites90.9%
Applied rewrites90.8%
if 4.99999999999999963e74 < b Initial program 54.9%
lift-/.f64N/A
lift-+.f64N/A
flip-+N/A
lift--.f64N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (/ c b) a))
(t_1 (/ (- b) a))
(t_2 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -2.2e+45)
(if (>= b 0.0) t_1 t_1)
(if (<= b -2.45e-253)
(if (>= b 0.0)
(* c (/ -2.0 (+ (fma t_0 -2.0 b) b)))
(* (/ (- t_2 b) a) 0.5))
(if (<= b 5e+74)
(/ (* -2.0 c) (+ t_2 b))
(/ (* -2.0 c) (fma t_0 -2.0 (* 2.0 b))))))))
double code(double a, double b, double c) {
double t_0 = (c / b) * a;
double t_1 = -b / a;
double t_2 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -2.2e+45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= -2.45e-253) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = c * (-2.0 / (fma(t_0, -2.0, b) + b));
} else {
tmp_3 = ((t_2 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 5e+74) {
tmp_1 = (-2.0 * c) / (t_2 + b);
} else {
tmp_1 = (-2.0 * c) / fma(t_0, -2.0, (2.0 * b));
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c / b) * a) t_1 = Float64(Float64(-b) / a) t_2 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -2.2e+45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= -2.45e-253) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(c * Float64(-2.0 / Float64(fma(t_0, -2.0, b) + b))); else tmp_3 = Float64(Float64(Float64(t_2 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 5e+74) tmp_1 = Float64(Float64(-2.0 * c) / Float64(t_2 + b)); else tmp_1 = Float64(Float64(-2.0 * c) / fma(t_0, -2.0, Float64(2.0 * b))); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision]}, Block[{t$95$1 = N[((-b) / a), $MachinePrecision]}, Block[{t$95$2 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -2.2e+45], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[LessEqual[b, -2.45e-253], If[GreaterEqual[b, 0.0], N[(c * N[(-2.0 / N[(N[(t$95$0 * -2.0 + b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$2 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 5e+74], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$2 + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c}{b} \cdot a\\
t_1 := \frac{-b}{a}\\
t_2 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -2.2 \cdot 10^{+45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq -2.45 \cdot 10^{-253}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;c \cdot \frac{-2}{\mathsf{fma}\left(t\_0, -2, b\right) + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_2 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\frac{-2 \cdot c}{t\_2 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(t\_0, -2, 2 \cdot b\right)}\\
\end{array}
\end{array}
if b < -2.2e45Initial program 60.8%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in a around 0
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
Taylor expanded in b around -inf
Applied rewrites91.2%
if -2.2e45 < b < -2.45e-253Initial program 89.9%
Taylor expanded in a around 0
Applied rewrites89.9%
Applied rewrites89.9%
Taylor expanded in a around 0
Applied rewrites89.9%
if -2.45e-253 < b < 4.99999999999999963e74Initial program 91.6%
lift-/.f64N/A
lift-+.f64N/A
flip-+N/A
lift--.f64N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites90.5%
Taylor expanded in a around 0
Applied rewrites91.6%
if 4.99999999999999963e74 < b Initial program 54.9%
lift-/.f64N/A
lift-+.f64N/A
flip-+N/A
lift--.f64N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (- b) a)))
(if (<= b -9.5e-35)
(if (>= b 0.0) t_0 t_0)
(if (<= b 5e+74)
(/ (* -2.0 c) (+ (sqrt (fma (* -4.0 a) c (* b b))) b))
(/ (* -2.0 c) (fma (* (/ c b) a) -2.0 (* 2.0 b)))))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -9.5e-35) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 5e+74) {
tmp_1 = (-2.0 * c) / (sqrt(fma((-4.0 * a), c, (b * b))) + b);
} else {
tmp_1 = (-2.0 * c) / fma(((c / b) * a), -2.0, (2.0 * b));
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -9.5e-35) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 5e+74) tmp_1 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) + b)); else tmp_1 = Float64(Float64(-2.0 * c) / fma(Float64(Float64(c / b) * a), -2.0, Float64(2.0 * b))); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -9.5e-35], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], If[LessEqual[b, 5e+74], 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[(N[(-2.0 * c), $MachinePrecision] / N[(N[(N[(c / b), $MachinePrecision] * a), $MachinePrecision] * -2.0 + N[(2.0 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -9.5 \cdot 10^{-35}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+74}:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot c}{\mathsf{fma}\left(\frac{c}{b} \cdot a, -2, 2 \cdot b\right)}\\
\end{array}
\end{array}
if b < -9.5000000000000003e-35Initial program 71.3%
Taylor expanded in b around -inf
Applied rewrites87.4%
Taylor expanded in a around 0
Applied rewrites87.4%
Taylor expanded in b around -inf
Applied rewrites87.4%
Taylor expanded in b around -inf
Applied rewrites87.4%
if -9.5000000000000003e-35 < b < 4.99999999999999963e74Initial program 89.5%
lift-/.f64N/A
lift-+.f64N/A
flip-+N/A
lift--.f64N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites80.3%
Taylor expanded in a around 0
Applied rewrites85.2%
if 4.99999999999999963e74 < b Initial program 54.9%
lift-/.f64N/A
lift-+.f64N/A
flip-+N/A
lift--.f64N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites54.9%
Taylor expanded in a around 0
Applied rewrites55.1%
Taylor expanded in a around 0
Applied rewrites98.5%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- c) b) (/ (+ (- b) (- b)) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -c / 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 = -c / 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 = -c / b;
} else {
tmp = (-b + -b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -c / 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(-c) / 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 = -c / b; else tmp = (-b + -b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 76.1%
Taylor expanded in b around -inf
Applied rewrites69.7%
Taylor expanded in a around 0
Applied rewrites56.4%
Taylor expanded in a around 0
Applied rewrites66.9%
(FPCore (a b c) :precision binary64 (let* ((t_0 (/ (- b) a))) (if (<= b -5e-310) (if (>= b 0.0) t_0 t_0) (/ (* -2.0 c) (* 2.0 b)))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -5e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else {
tmp_1 = (-2.0 * c) / (2.0 * b);
}
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 / a
if (b <= (-5d-310)) then
if (b >= 0.0d0) then
tmp_2 = t_0
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else
tmp_1 = ((-2.0d0) * c) / (2.0d0 * b)
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp_1;
if (b <= -5e-310) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else {
tmp_1 = (-2.0 * c) / (2.0 * b);
}
return tmp_1;
}
def code(a, b, c): t_0 = -b / a tmp_1 = 0 if b <= -5e-310: tmp_2 = 0 if b >= 0.0: tmp_2 = t_0 else: tmp_2 = t_0 tmp_1 = tmp_2 else: tmp_1 = (-2.0 * c) / (2.0 * b) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp_1 = 0.0 if (b <= -5e-310) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_0; end tmp_1 = tmp_2; else tmp_1 = Float64(Float64(-2.0 * c) / Float64(2.0 * b)); end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = -b / a; tmp_2 = 0.0; if (b <= -5e-310) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_0; else tmp_3 = t_0; end tmp_2 = tmp_3; else tmp_2 = (-2.0 * c) / (2.0 * b); end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[LessEqual[b, -5e-310], If[GreaterEqual[b, 0.0], t$95$0, t$95$0], N[(N[(-2.0 * c), $MachinePrecision] / N[(2.0 * b), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \leq -5 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot c}{2 \cdot b}\\
\end{array}
\end{array}
if b < -4.999999999999985e-310Initial program 76.9%
Taylor expanded in b around -inf
Applied rewrites62.6%
Taylor expanded in a around 0
Applied rewrites62.6%
Taylor expanded in b around -inf
Applied rewrites62.6%
Taylor expanded in b around -inf
Applied rewrites62.6%
if -4.999999999999985e-310 < b Initial program 75.5%
lift-/.f64N/A
lift-+.f64N/A
flip-+N/A
lift--.f64N/A
associate-/l/N/A
lower-/.f64N/A
Applied rewrites75.5%
Taylor expanded in a around 0
Applied rewrites75.6%
Taylor expanded in a around 0
Applied rewrites70.5%
(FPCore (a b c) :precision binary64 (let* ((t_0 (/ (- b) a))) (if (>= b 0.0) t_0 t_0)))
double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = -b / a
if (b >= 0.0d0) then
tmp = t_0
else
tmp = t_0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = -b / a;
double tmp;
if (b >= 0.0) {
tmp = t_0;
} else {
tmp = t_0;
}
return tmp;
}
def code(a, b, c): t_0 = -b / a tmp = 0 if b >= 0.0: tmp = t_0 else: tmp = t_0 return tmp
function code(a, b, c) t_0 = Float64(Float64(-b) / a) tmp = 0.0 if (b >= 0.0) tmp = t_0; else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = -b / a; tmp = 0.0; if (b >= 0.0) tmp = t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, If[GreaterEqual[b, 0.0], t$95$0, t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 76.1%
Taylor expanded in b around -inf
Applied rewrites69.7%
Taylor expanded in a around 0
Applied rewrites56.4%
Taylor expanded in b around -inf
Applied rewrites30.0%
Taylor expanded in b around -inf
Applied rewrites30.0%
herbie shell --seed 2025019
(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))))