
(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 9 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 (/ (- b) a)) (t_1 (/ (+ (- b) (- b)) (* 2.0 a))))
(if (<= b -3.4e+155)
(if (>= b 0.0) t_0 t_1)
(if (<= b 5e+139)
(if (>= b 0.0)
(/ (* (- 2.0) c) (+ b (sqrt (- (* b b) (* (* 4.0 a) c)))))
(/ (fma (/ (sqrt (fma (* -4.0 c) a (* b b))) a) 2.0 (* 2.0 t_0)) 4.0))
(if (>= b 0.0) (/ (+ c c) (- (- b) (fma (* -2.0 a) (/ c b) b))) t_1)))))
double code(double a, double b, double c) {
double t_0 = -b / a;
double t_1 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= -3.4e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+139) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (b + sqrt(((b * b) - ((4.0 * a) * c))));
} else {
tmp_3 = fma((sqrt(fma((-4.0 * c), a, (b * b))) / a), 2.0, (2.0 * t_0)) / 4.0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(-b) / a) t_1 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -3.4e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+139) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-2.0) * c) / Float64(b + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))))); else tmp_3 = Float64(fma(Float64(sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))) / a), 2.0, Float64(2.0 * t_0)) / 4.0); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[((-b) / a), $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -3.4e+155], If[GreaterEqual[b, 0.0], t$95$0, t$95$1], If[LessEqual[b, 5e+139], If[GreaterEqual[b, 0.0], N[(N[((-2.0) * c), $MachinePrecision] / N[(b + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] / a), $MachinePrecision] * 2.0 + N[(2.0 * t$95$0), $MachinePrecision]), $MachinePrecision] / 4.0), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-b}{a}\\
t_1 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{\sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}}{a}, 2, 2 \cdot t\_0\right)}{4}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -3.4000000000000001e155Initial program 45.3%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6445.3
Applied rewrites45.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.7
Applied rewrites97.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6497.7
Applied rewrites97.7%
if -3.4000000000000001e155 < b < 5.0000000000000003e139Initial program 85.6%
lift-/.f64N/A
lift-+.f64N/A
+-commutativeN/A
div-addN/A
lift-*.f64N/A
*-commutativeN/A
associate-/r*N/A
lift-*.f64N/A
*-commutativeN/A
associate-/r*N/A
frac-addN/A
metadata-evalN/A
lower-/.f64N/A
Applied rewrites85.6%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.2
Applied rewrites98.2%
Final simplification90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ (- b) (- b)) (* 2.0 a)))
(t_1 (sqrt (fma (* c a) -4.0 (* b b)))))
(if (<= b -3.4e+155)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b 3.4e-296)
(if (>= b 0.0) (/ (* -2.0 c) (* 2.0 b)) (* (/ (- t_1 b) a) 0.5))
(if (<= b 5e+139)
(if (>= b 0.0)
(/ (* -2.0 c) (+ t_1 b))
(* (fma (/ b a) -2.0 (* (/ c b) 2.0)) 0.5))
(if (>= b 0.0)
(/ (+ c c) (- (- b) (fma (* -2.0 a) (/ c b) b)))
t_0))))))
double code(double a, double b, double c) {
double t_0 = (-b + -b) / (2.0 * a);
double t_1 = sqrt(fma((c * a), -4.0, (b * b)));
double tmp_1;
if (b <= -3.4e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 3.4e-296) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (2.0 * b);
} else {
tmp_3 = ((t_1 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 5e+139) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = (-2.0 * c) / (t_1 + b);
} else {
tmp_4 = fma((b / a), -2.0, ((c / b) * 2.0)) * 0.5;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) t_1 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= -3.4e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 3.4e-296) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(2.0 * b)); else tmp_3 = Float64(Float64(Float64(t_1 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 5e+139) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(Float64(-2.0 * c) / Float64(t_1 + b)); else tmp_4 = Float64(fma(Float64(b / a), -2.0, Float64(Float64(c / b) * 2.0)) * 0.5); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e+155], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, 3.4e-296], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$1 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 5e+139], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$1 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(b / a), $MachinePrecision] * -2.0 + N[(N[(c / b), $MachinePrecision] * 2.0), $MachinePrecision]), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
t_1 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 3.4 \cdot 10^{-296}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_1 + b}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -2, \frac{c}{b} \cdot 2\right) \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.4000000000000001e155Initial program 45.3%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6445.3
Applied rewrites45.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.7
Applied rewrites97.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6497.7
Applied rewrites97.7%
if -3.4000000000000001e155 < b < 3.39999999999999997e-296Initial program 83.1%
Taylor expanded in a around 0
Applied rewrites83.0%
Taylor expanded in a around 0
Applied rewrites83.0%
if 3.39999999999999997e-296 < b < 5.0000000000000003e139Initial program 88.2%
Taylor expanded in a around 0
Applied rewrites88.2%
Taylor expanded in b around -inf
Applied rewrites88.2%
Taylor expanded in a around inf
Applied rewrites88.2%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.2
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))
(t_1 (/ (+ (- b) (- b)) (* 2.0 a))))
(if (<= b -3.4e+155)
(if (>= b 0.0) (/ (- b) a) t_1)
(if (<= b 5e+139)
(if (>= b 0.0) (/ (* (- 2.0) c) (+ b t_0)) (/ (+ (- b) t_0) (* 2.0 a)))
(if (>= b 0.0) (/ (+ c c) (- (- b) (fma (* -2.0 a) (/ c b) b))) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double t_1 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= -3.4e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+139) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (b + t_0);
} else {
tmp_3 = (-b + t_0) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) t_1 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -3.4e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+139) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(-2.0) * c) / Float64(b + t_0)); else tmp_3 = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); else tmp_1 = t_1; end return tmp_1 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]}, Block[{t$95$1 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -3.4e+155], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$1], If[LessEqual[b, 5e+139], 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]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
t_1 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\left(-2\right) \cdot c}{b + t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -3.4000000000000001e155Initial program 45.3%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6445.3
Applied rewrites45.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.7
Applied rewrites97.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6497.7
Applied rewrites97.7%
if -3.4000000000000001e155 < b < 5.0000000000000003e139Initial program 85.6%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.2
Applied rewrites98.2%
Final simplification90.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ (- b) (- b)) (* 2.0 a)))
(t_1 (sqrt (fma (* c a) -4.0 (* b b)))))
(if (<= b -3.4e+155)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b 3.4e-296)
(if (>= b 0.0) (/ (* -2.0 c) (* 2.0 b)) (* (/ (- t_1 b) a) 0.5))
(if (<= b 5e+139)
(/ (* -2.0 c) (+ t_1 b))
(if (>= b 0.0)
(/ (+ c c) (- (- b) (fma (* -2.0 a) (/ c b) b)))
t_0))))))
double code(double a, double b, double c) {
double t_0 = (-b + -b) / (2.0 * a);
double t_1 = sqrt(fma((c * a), -4.0, (b * b)));
double tmp_1;
if (b <= -3.4e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 3.4e-296) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (2.0 * b);
} else {
tmp_3 = ((t_1 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 5e+139) {
tmp_1 = (-2.0 * c) / (t_1 + b);
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) t_1 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= -3.4e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 3.4e-296) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(2.0 * b)); else tmp_3 = Float64(Float64(Float64(t_1 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 5e+139) tmp_1 = Float64(Float64(-2.0 * c) / Float64(t_1 + b)); elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -3.4e+155], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, 3.4e-296], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(2.0 * b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$1 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 5e+139], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$1 + b), $MachinePrecision]), $MachinePrecision], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
t_1 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 3.4 \cdot 10^{-296}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{2 \cdot b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\frac{-2 \cdot c}{t\_1 + b}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.4000000000000001e155Initial program 45.3%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6445.3
Applied rewrites45.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.7
Applied rewrites97.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6497.7
Applied rewrites97.7%
if -3.4000000000000001e155 < b < 3.39999999999999997e-296Initial program 83.1%
Taylor expanded in a around 0
Applied rewrites83.0%
Taylor expanded in a around 0
Applied rewrites83.0%
if 3.39999999999999997e-296 < b < 5.0000000000000003e139Initial program 88.2%
Applied rewrites88.2%
Taylor expanded in b around inf
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
if-sameN/A
associate-*r/N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-/.f64N/A
Applied rewrites88.2%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.2
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* c a) -4.0 (* b b))))
(t_1 (/ (+ (- b) (- b)) (* 2.0 a))))
(if (<= b -3.4e+155)
(if (>= b 0.0) (/ (- b) a) t_1)
(if (<= b 5e+139)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (+ c c) (- (- b) (fma (* -2.0 a) (/ c b) b))) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((c * a), -4.0, (b * b)));
double t_1 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= -3.4e+155) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_1;
}
tmp_1 = tmp_2;
} else if (b <= 5e+139) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) t_1 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -3.4e+155) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_1; end tmp_1 = tmp_2; elseif (b <= 5e+139) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); 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] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -3.4e+155], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$1], If[LessEqual[b, 5e+139], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
t_1 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\mathbf{if}\;b \leq -3.4 \cdot 10^{+155}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -3.4000000000000001e155Initial program 45.3%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6445.3
Applied rewrites45.3%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6497.7
Applied rewrites97.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6497.7
Applied rewrites97.7%
if -3.4000000000000001e155 < b < 5.0000000000000003e139Initial program 85.6%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
+-commutativeN/A
associate-*r/N/A
unpow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6472.4
Applied rewrites72.4%
Taylor expanded in a around 0
Applied rewrites85.6%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.2
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ (- b) (- b)) (* 2.0 a))))
(if (<= b -1.4e-105)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b 5e+139)
(/ (* -2.0 c) (+ (sqrt (fma (* c a) -4.0 (* b b))) b))
(if (>= b 0.0) (/ (+ c c) (- (- b) (fma (* -2.0 a) (/ c b) b))) t_0)))))
double code(double a, double b, double c) {
double t_0 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= -1.4e-105) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 5e+139) {
tmp_1 = (-2.0 * c) / (sqrt(fma((c * a), -4.0, (b * b))) + b);
} else if (b >= 0.0) {
tmp_1 = (c + c) / (-b - fma((-2.0 * a), (c / b), b));
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -1.4e-105) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 5e+139) tmp_1 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) + b)); elseif (b >= 0.0) tmp_1 = Float64(Float64(c + c) / Float64(Float64(-b) - fma(Float64(-2.0 * a), Float64(c / b), b))); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.4e-105], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, 5e+139], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], If[GreaterEqual[b, 0.0], N[(N[(c + c), $MachinePrecision] / N[((-b) - N[(N[(-2.0 * a), $MachinePrecision] * N[(c / b), $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\mathbf{if}\;b \leq -1.4 \cdot 10^{-105}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} + b}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{c + c}{\left(-b\right) - \mathsf{fma}\left(-2 \cdot a, \frac{c}{b}, b\right)}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.4e-105Initial program 72.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6472.4
Applied rewrites72.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6488.0
Applied rewrites88.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6488.0
Applied rewrites88.0%
if -1.4e-105 < b < 5.0000000000000003e139Initial program 82.8%
Applied rewrites81.6%
Taylor expanded in b around inf
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
if-sameN/A
associate-*r/N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-/.f64N/A
Applied rewrites81.6%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6498.2
Applied rewrites98.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (+ (- b) (- b)) (* 2.0 a))))
(if (<= b -1.4e-105)
(if (>= b 0.0) (/ (- b) a) t_0)
(if (<= b 5e+139)
(/ (* -2.0 c) (+ (sqrt (fma (* c a) -4.0 (* b b))) b))
(if (>= b 0.0) (/ (- c) b) t_0)))))
double code(double a, double b, double c) {
double t_0 = (-b + -b) / (2.0 * a);
double tmp_1;
if (b <= -1.4e-105) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b <= 5e+139) {
tmp_1 = (-2.0 * c) / (sqrt(fma((c * a), -4.0, (b * b))) + b);
} else if (b >= 0.0) {
tmp_1 = -c / b;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -1.4e-105) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b <= 5e+139) tmp_1 = Float64(Float64(-2.0 * c) / Float64(sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) + b)); elseif (b >= 0.0) tmp_1 = Float64(Float64(-c) / b); else tmp_1 = t_0; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -1.4e-105], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], t$95$0], If[LessEqual[b, 5e+139], N[(N[(-2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision], If[GreaterEqual[b, 0.0], N[((-c) / b), $MachinePrecision], t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\mathbf{if}\;b \leq -1.4 \cdot 10^{-105}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 5 \cdot 10^{+139}:\\
\;\;\;\;\frac{-2 \cdot c}{\sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)} + b}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -1.4e-105Initial program 72.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6472.4
Applied rewrites72.4%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6488.0
Applied rewrites88.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6488.0
Applied rewrites88.0%
if -1.4e-105 < b < 5.0000000000000003e139Initial program 82.8%
Applied rewrites81.6%
Taylor expanded in b around inf
+-commutativeN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
if-sameN/A
associate-*r/N/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
+-commutativeN/A
lower-/.f64N/A
Applied rewrites81.6%
if 5.0000000000000003e139 < b Initial program 47.4%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6498.2
Applied rewrites98.2%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6498.2
Applied rewrites98.2%
Taylor expanded in a around 0
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6498.1
Applied rewrites98.1%
(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 71.6%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6470.5
Applied rewrites70.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6469.8
Applied rewrites69.8%
Taylor expanded in a around 0
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6469.8
Applied rewrites69.8%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ (+ (- b) (- b)) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} 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 = -b / a
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 = -b / a;
} else {
tmp = (-b + -b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = (-b + -b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(Float64(Float64(-b) + Float64(-b)) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = (-b + -b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[((-b) + (-b)), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \left(-b\right)}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 71.6%
Taylor expanded in a around 0
associate-*r/N/A
+-commutativeN/A
associate-*r/N/A
associate-/l*N/A
associate-*r*N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-/.f6470.5
Applied rewrites70.5%
Taylor expanded in b around -inf
mul-1-negN/A
lower-neg.f6469.8
Applied rewrites69.8%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6434.4
Applied rewrites34.4%
herbie shell --seed 2024360
(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))))