
(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 14 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 (* 2.0 (- c)))
(t_1 (sqrt (- (* b b) (* (* 4.0 a) c))))
(t_2 (/ (+ (- b) t_1) (* 2.0 a))))
(if (<= b -8e+123)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 3.8e+88)
(if (>= b 0.0) (/ t_0 (+ b t_1)) t_2)
(if (>= b 0.0) (/ t_0 (+ b b)) t_2)))))
double code(double a, double b, double c) {
double t_0 = 2.0 * -c;
double t_1 = sqrt(((b * b) - ((4.0 * a) * c)));
double t_2 = (-b + t_1) / (2.0 * a);
double tmp_1;
if (b <= -8e+123) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 3.8e+88) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0 / (b + t_1);
} else {
tmp_3 = t_2;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = t_0 / (b + b);
} else {
tmp_1 = t_2;
}
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) :: t_2
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = 2.0d0 * -c
t_1 = sqrt(((b * b) - ((4.0d0 * a) * c)))
t_2 = (-b + t_1) / (2.0d0 * a)
if (b <= (-8d+123)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = ((-2.0d0) * b) / (a + a)
end if
tmp_1 = tmp_2
else if (b <= 3.8d+88) then
if (b >= 0.0d0) then
tmp_3 = t_0 / (b + t_1)
else
tmp_3 = t_2
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = t_0 / (b + b)
else
tmp_1 = t_2
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = 2.0 * -c;
double t_1 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double t_2 = (-b + t_1) / (2.0 * a);
double tmp_1;
if (b <= -8e+123) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 3.8e+88) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0 / (b + t_1);
} else {
tmp_3 = t_2;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = t_0 / (b + b);
} else {
tmp_1 = t_2;
}
return tmp_1;
}
def code(a, b, c): t_0 = 2.0 * -c t_1 = math.sqrt(((b * b) - ((4.0 * a) * c))) t_2 = (-b + t_1) / (2.0 * a) tmp_1 = 0 if b <= -8e+123: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = (-2.0 * b) / (a + a) tmp_1 = tmp_2 elif b <= 3.8e+88: tmp_3 = 0 if b >= 0.0: tmp_3 = t_0 / (b + t_1) else: tmp_3 = t_2 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = t_0 / (b + b) else: tmp_1 = t_2 return tmp_1
function code(a, b, c) t_0 = Float64(2.0 * Float64(-c)) t_1 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) t_2 = Float64(Float64(Float64(-b) + t_1) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -8e+123) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 3.8e+88) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(t_0 / Float64(b + t_1)); else tmp_3 = t_2; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(t_0 / Float64(b + b)); else tmp_1 = t_2; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = 2.0 * -c; t_1 = sqrt(((b * b) - ((4.0 * a) * c))); t_2 = (-b + t_1) / (2.0 * a); tmp_2 = 0.0; if (b <= -8e+123) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = (-2.0 * b) / (a + a); end tmp_2 = tmp_3; elseif (b <= 3.8e+88) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_0 / (b + t_1); else tmp_4 = t_2; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = t_0 / (b + b); else tmp_2 = t_2; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(2.0 * (-c)), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[(N[((-b) + t$95$1), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -8e+123], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3.8e+88], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(b + t$95$1), $MachinePrecision]), $MachinePrecision], t$95$2], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(b + b), $MachinePrecision]), $MachinePrecision], t$95$2]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \left(-c\right)\\
t_1 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
t_2 := \frac{\left(-b\right) + t\_1}{2 \cdot a}\\
\mathbf{if}\;b \leq -8 \cdot 10^{+123}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.8 \cdot 10^{+88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{b + t\_1}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{b + b}\\
\mathbf{else}:\\
\;\;\;\;t\_2\\
\end{array}
\end{array}
if b < -7.99999999999999982e123Initial program 39.0%
Taylor expanded in a around 0
Applied rewrites39.0%
Taylor expanded in b around -inf
lower-*.f6492.2
Applied rewrites92.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6492.2
Applied rewrites92.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
Applied rewrites92.2%
if -7.99999999999999982e123 < b < 3.7999999999999997e88Initial program 88.3%
if 3.7999999999999997e88 < b Initial program 56.8%
Taylor expanded in a around 0
Applied rewrites96.0%
Final simplification91.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -8e+123)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 3.8e+88)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0)
(/ (* 2.0 (- c)) (+ b b))
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -8e+123) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 3.8e+88) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -8e+123) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 3.8e+88) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -8e+123], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3.8e+88], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -8 \cdot 10^{+123}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.8 \cdot 10^{+88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}\\
\end{array}
\end{array}
if b < -7.99999999999999982e123Initial program 39.0%
Taylor expanded in a around 0
Applied rewrites39.0%
Taylor expanded in b around -inf
lower-*.f6492.2
Applied rewrites92.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6492.2
Applied rewrites92.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
Applied rewrites92.2%
if -7.99999999999999982e123 < b < 3.7999999999999997e88Initial program 88.3%
Taylor expanded in a around 0
Applied rewrites88.3%
if 3.7999999999999997e88 < b Initial program 56.8%
Taylor expanded in a around 0
Applied rewrites96.0%
Final simplification91.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (* 2.0 (- c))))
(if (<= b -8e+123)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 1.8e-291)
(if (>= b 0.0)
(- (fma 0.5 (/ b a) t_0))
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (<= b 2.6e-69)
(if (>= b 0.0)
(/ t_1 (+ b (sqrt (* (* a c) -4.0))))
(/ (* -2.0 b) (* 2.0 a)))
(if (>= b 0.0) (/ t_1 (+ b b)) t_0))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = 2.0 * -c;
double tmp_1;
if (b <= -8e+123) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 1.8e-291) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -fma(0.5, (b / a), t_0);
} else {
tmp_3 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 2.6e-69) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_1 / (b + sqrt(((a * c) * -4.0)));
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_1 / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(2.0 * Float64(-c)) tmp_1 = 0.0 if (b <= -8e+123) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 1.8e-291) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-fma(0.5, Float64(b / a), t_0)); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b <= 2.6e-69) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(t_1 / Float64(b + sqrt(Float64(Float64(a * c) * -4.0)))); else tmp_4 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(t_1 / Float64(b + b)); else tmp_1 = t_0; 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 = N[(2.0 * (-c)), $MachinePrecision]}, If[LessEqual[b, -8e+123], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.8e-291], If[GreaterEqual[b, 0.0], (-N[(0.5 * N[(b / a), $MachinePrecision] + t$95$0), $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]], If[LessEqual[b, 2.6e-69], If[GreaterEqual[b, 0.0], N[(t$95$1 / N[(b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(t$95$1 / N[(b + b), $MachinePrecision]), $MachinePrecision], t$95$0]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := 2 \cdot \left(-c\right)\\
\mathbf{if}\;b \leq -8 \cdot 10^{+123}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.8 \cdot 10^{-291}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\mathsf{fma}\left(0.5, \frac{b}{a}, t\_0\right)\\
\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 2.6 \cdot 10^{-69}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_1}{b + \sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{t\_1}{b + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -7.99999999999999982e123Initial program 39.0%
Taylor expanded in a around 0
Applied rewrites39.0%
Taylor expanded in b around -inf
lower-*.f6492.2
Applied rewrites92.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6492.2
Applied rewrites92.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
Applied rewrites92.2%
if -7.99999999999999982e123 < b < 1.79999999999999983e-291Initial program 86.3%
Taylor expanded in a around 0
Applied rewrites86.3%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6486.3
Applied rewrites86.3%
Taylor expanded in a around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6488.7
Applied rewrites88.7%
if 1.79999999999999983e-291 < b < 2.6000000000000002e-69Initial program 86.7%
Taylor expanded in a around 0
Applied rewrites14.3%
Taylor expanded in b around -inf
lower-*.f6414.3
Applied rewrites14.3%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6478.6
Applied rewrites78.6%
if 2.6000000000000002e-69 < b Initial program 67.8%
Taylor expanded in a around 0
Applied rewrites91.4%
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-/.f6491.4
Applied rewrites91.4%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6491.4
Applied rewrites91.4%
Final simplification89.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* 2.0 (- c))) (t_1 (/ t_0 (+ b b))))
(if (<= b -6e-53)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 1.8e-291)
(if (>= b 0.0) t_1 (/ (+ (- b) (sqrt (* (* -4.0 a) c))) (* 2.0 a)))
(if (<= b 2.6e-69)
(if (>= b 0.0)
(/ t_0 (+ b (sqrt (* (* a c) -4.0))))
(/ (* -2.0 b) (* 2.0 a)))
(if (>= b 0.0) t_1 (sqrt (* (/ c a) -1.0))))))))
double code(double a, double b, double c) {
double t_0 = 2.0 * -c;
double t_1 = t_0 / (b + b);
double tmp_1;
if (b <= -6e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 1.8e-291) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (-b + sqrt(((-4.0 * a) * c))) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 2.6e-69) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0 / (b + sqrt(((a * c) * -4.0)));
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_1;
} 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) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
real(8) :: tmp_4
t_0 = 2.0d0 * -c
t_1 = t_0 / (b + b)
if (b <= (-6d-53)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = ((-2.0d0) * b) / (a + a)
end if
tmp_1 = tmp_2
else if (b <= 1.8d-291) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = (-b + sqrt((((-4.0d0) * a) * c))) / (2.0d0 * a)
end if
tmp_1 = tmp_3
else if (b <= 2.6d-69) then
if (b >= 0.0d0) then
tmp_4 = t_0 / (b + sqrt(((a * c) * (-4.0d0))))
else
tmp_4 = ((-2.0d0) * b) / (2.0d0 * a)
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = t_1
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 t_0 = 2.0 * -c;
double t_1 = t_0 / (b + b);
double tmp_1;
if (b <= -6e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 1.8e-291) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (-b + Math.sqrt(((-4.0 * a) * c))) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 2.6e-69) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = t_0 / (b + Math.sqrt(((a * c) * -4.0)));
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_1;
} else {
tmp_1 = Math.sqrt(((c / a) * -1.0));
}
return tmp_1;
}
def code(a, b, c): t_0 = 2.0 * -c t_1 = t_0 / (b + b) tmp_1 = 0 if b <= -6e-53: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = (-2.0 * b) / (a + a) tmp_1 = tmp_2 elif b <= 1.8e-291: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = (-b + math.sqrt(((-4.0 * a) * c))) / (2.0 * a) tmp_1 = tmp_3 elif b <= 2.6e-69: tmp_4 = 0 if b >= 0.0: tmp_4 = t_0 / (b + math.sqrt(((a * c) * -4.0))) else: tmp_4 = (-2.0 * b) / (2.0 * a) tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = t_1 else: tmp_1 = math.sqrt(((c / a) * -1.0)) return tmp_1
function code(a, b, c) t_0 = Float64(2.0 * Float64(-c)) t_1 = Float64(t_0 / Float64(b + b)) tmp_1 = 0.0 if (b <= -6e-53) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 1.8e-291) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(-4.0 * a) * c))) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 2.6e-69) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(t_0 / Float64(b + sqrt(Float64(Float64(a * c) * -4.0)))); else tmp_4 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_1; else tmp_1 = sqrt(Float64(Float64(c / a) * -1.0)); end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = 2.0 * -c; t_1 = t_0 / (b + b); tmp_2 = 0.0; if (b <= -6e-53) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = (-2.0 * b) / (a + a); end tmp_2 = tmp_3; elseif (b <= 1.8e-291) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = (-b + sqrt(((-4.0 * a) * c))) / (2.0 * a); end tmp_2 = tmp_4; elseif (b <= 2.6e-69) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = t_0 / (b + sqrt(((a * c) * -4.0))); else tmp_5 = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = t_1; else tmp_2 = sqrt(((c / a) * -1.0)); end tmp_6 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(2.0 * (-c)), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 / N[(b + b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -6e-53], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.8e-291], If[GreaterEqual[b, 0.0], t$95$1, N[(N[((-b) + N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2.6e-69], If[GreaterEqual[b, 0.0], N[(t$95$0 / N[(b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$1, N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 2 \cdot \left(-c\right)\\
t_1 := \frac{t\_0}{b + b}\\
\mathbf{if}\;b \leq -6 \cdot 10^{-53}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.8 \cdot 10^{-291}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\left(-4 \cdot a\right) \cdot c}}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 2.6 \cdot 10^{-69}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0}{b + \sqrt{\left(a \cdot c\right) \cdot -4}}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}
\end{array}
if b < -6.0000000000000004e-53Initial program 64.7%
Taylor expanded in a around 0
Applied rewrites64.7%
Taylor expanded in b around -inf
lower-*.f6490.0
Applied rewrites90.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6490.0
Applied rewrites90.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6490.0
Applied rewrites90.0%
if -6.0000000000000004e-53 < b < 1.79999999999999983e-291Initial program 77.3%
Taylor expanded in a around 0
Applied rewrites77.3%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6466.5
Applied rewrites66.5%
if 1.79999999999999983e-291 < b < 2.6000000000000002e-69Initial program 86.7%
Taylor expanded in a around 0
Applied rewrites14.3%
Taylor expanded in b around -inf
lower-*.f6414.3
Applied rewrites14.3%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6478.6
Applied rewrites78.6%
if 2.6000000000000002e-69 < b Initial program 67.8%
Taylor expanded in a around 0
Applied rewrites91.4%
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-/.f6491.4
Applied rewrites91.4%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6491.4
Applied rewrites91.4%
Final simplification85.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))))
(if (<= b -8e+123)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 3.8e+88)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) (* (/ (- t_0 b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double tmp_1;
if (b <= -8e+123) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 3.8e+88) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = ((t_0 - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = (-2.0 * b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) tmp_1 = 0.0 if (b <= -8e+123) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 3.8e+88) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = Float64(Float64(Float64(t_0 - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -8e+123], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 3.8e+88], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
\mathbf{if}\;b \leq -8 \cdot 10^{+123}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 3.8 \cdot 10^{+88}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_0 - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -7.99999999999999982e123Initial program 39.0%
Taylor expanded in a around 0
Applied rewrites39.0%
Taylor expanded in b around -inf
lower-*.f6492.2
Applied rewrites92.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6492.2
Applied rewrites92.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
Applied rewrites92.2%
if -7.99999999999999982e123 < b < 3.7999999999999997e88Initial program 88.3%
Taylor expanded in a around 0
Applied rewrites88.3%
if 3.7999999999999997e88 < b Initial program 56.8%
Taylor expanded in a around 0
Applied rewrites96.0%
Taylor expanded in b around -inf
lower-*.f6496.0
Applied rewrites96.0%
Final simplification91.2%
(FPCore (a b c)
:precision binary64
(if (<= b -8e+123)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 6.3e-93)
(if (>= b 0.0)
(/ (fma -1.0 (sqrt (* (* a c) -1.0)) (* 0.5 b)) (- a))
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a))))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= -8e+123) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 6.3e-93) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = fma(-1.0, sqrt(((a * c) * -1.0)), (0.5 * b)) / -a;
} else {
tmp_3 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = (-2.0 * b) / (2.0 * a);
}
return tmp_1;
}
function code(a, b, c) tmp_1 = 0.0 if (b <= -8e+123) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 6.3e-93) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(fma(-1.0, sqrt(Float64(Float64(a * c) * -1.0)), Float64(0.5 * b)) / Float64(-a)); else tmp_3 = Float64(Float64(Float64(sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) - b) / a) * 0.5); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp_1 end
code[a_, b_, c_] := If[LessEqual[b, -8e+123], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 6.3e-93], If[GreaterEqual[b, 0.0], N[(N[(-1.0 * N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision] + N[(0.5 * b), $MachinePrecision]), $MachinePrecision] / (-a)), $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]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq -8 \cdot 10^{+123}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(-1, \sqrt{\left(a \cdot c\right) \cdot -1}, 0.5 \cdot b\right)}{-a}\\
\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 \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
if b < -7.99999999999999982e123Initial program 39.0%
Taylor expanded in a around 0
Applied rewrites39.0%
Taylor expanded in b around -inf
lower-*.f6492.2
Applied rewrites92.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6492.2
Applied rewrites92.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6492.2
Applied rewrites92.2%
if -7.99999999999999982e123 < b < 6.30000000000000028e-93Initial program 87.7%
Taylor expanded in a around 0
Applied rewrites87.7%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f64N/A
lower-*.f6485.9
Applied rewrites85.9%
if 6.30000000000000028e-93 < b Initial program 67.1%
Taylor expanded in a around 0
Applied rewrites88.9%
Taylor expanded in b around -inf
lower-*.f6488.9
Applied rewrites88.9%
Final simplification88.3%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 (- c)) (+ b b))) (t_1 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b -6e-53)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b -2e-310)
(if (>= b 0.0) t_0 (/ (+ (- b) (sqrt (* (* -4.0 a) c))) (* 2.0 a)))
(if (<= b 6.3e-93)
(if (>= b 0.0) (/ (fma -0.5 b (sqrt (* (* a c) -1.0))) a) t_1)
(if (>= b 0.0) t_0 t_1))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * -c) / (b + b);
double t_1 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= -6e-53) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= -2e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = (-b + sqrt(((-4.0 * a) * c))) / (2.0 * a);
}
tmp_1 = tmp_3;
} else if (b <= 6.3e-93) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = fma(-0.5, b, sqrt(((a * c) * -1.0))) / a;
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)) t_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -6e-53) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= -2e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(Float64(Float64(-b) + sqrt(Float64(Float64(-4.0 * a) * c))) / Float64(2.0 * a)); end tmp_1 = tmp_3; elseif (b <= 6.3e-93) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(fma(-0.5, b, sqrt(Float64(Float64(a * c) * -1.0))) / a); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -6e-53], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -2e-310], If[GreaterEqual[b, 0.0], t$95$0, N[(N[((-b) + N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 6.3e-93], If[GreaterEqual[b, 0.0], N[(N[(-0.5 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], t$95$0, t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot \left(-c\right)}{b + b}\\
t_1 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq -6 \cdot 10^{-53}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\left(-4 \cdot a\right) \cdot c}}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(-0.5, b, \sqrt{\left(a \cdot c\right) \cdot -1}\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -6.0000000000000004e-53Initial program 64.7%
Taylor expanded in a around 0
Applied rewrites64.7%
Taylor expanded in b around -inf
lower-*.f6490.0
Applied rewrites90.0%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6490.0
Applied rewrites90.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f6490.0
Applied rewrites90.0%
if -6.0000000000000004e-53 < b < -1.999999999999994e-310Initial program 82.6%
Taylor expanded in a around 0
Applied rewrites82.6%
Taylor expanded in a around inf
associate-*r*N/A
lower-*.f64N/A
lift-*.f6471.0
Applied rewrites71.0%
if -1.999999999999994e-310 < b < 6.30000000000000028e-93Initial program 82.9%
Taylor expanded in a around 0
Applied rewrites11.3%
Taylor expanded in b around -inf
lower-*.f6411.3
Applied rewrites11.3%
Taylor expanded in c around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6439.9
Applied rewrites39.9%
Taylor expanded in a around 0
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6476.3
Applied rewrites76.3%
if 6.30000000000000028e-93 < b Initial program 67.1%
Taylor expanded in a around 0
Applied rewrites88.9%
Taylor expanded in b around -inf
lower-*.f6488.9
Applied rewrites88.9%
Final simplification84.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 (- c)) (+ b b))) (t_1 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b -6e-65)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b -2e-310)
(if (>= b 0.0) t_0 (/ (sqrt (* (* a c) -4.0)) (+ a a)))
(if (<= b 6.3e-93)
(if (>= b 0.0) (/ (fma -0.5 b (sqrt (* (* a c) -1.0))) a) t_1)
(if (>= b 0.0) t_0 t_1))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * -c) / (b + b);
double t_1 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= -6e-65) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= -2e-310) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = sqrt(((a * c) * -4.0)) / (a + a);
}
tmp_1 = tmp_3;
} else if (b <= 6.3e-93) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = fma(-0.5, b, sqrt(((a * c) * -1.0))) / a;
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)) t_1 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= -6e-65) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= -2e-310) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(sqrt(Float64(Float64(a * c) * -4.0)) / Float64(a + a)); end tmp_1 = tmp_3; elseif (b <= 6.3e-93) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(fma(-0.5, b, sqrt(Float64(Float64(a * c) * -1.0))) / a); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -6e-65], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, -2e-310], If[GreaterEqual[b, 0.0], t$95$0, N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 6.3e-93], If[GreaterEqual[b, 0.0], N[(N[(-0.5 * b + N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / a), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], t$95$0, t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot \left(-c\right)}{b + b}\\
t_1 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq -6 \cdot 10^{-65}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.3 \cdot 10^{-93}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\mathsf{fma}\left(-0.5, b, \sqrt{\left(a \cdot c\right) \cdot -1}\right)}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -5.99999999999999996e-65Initial program 65.5%
Taylor expanded in a around 0
Applied rewrites65.5%
Taylor expanded in b around -inf
lower-*.f6489.2
Applied rewrites89.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6489.2
Applied rewrites89.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6489.2
Applied rewrites89.2%
if -5.99999999999999996e-65 < b < -1.999999999999994e-310Initial program 81.7%
Taylor expanded in a around 0
Applied rewrites81.7%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.4
Applied rewrites68.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6468.4
Applied rewrites68.4%
if -1.999999999999994e-310 < b < 6.30000000000000028e-93Initial program 82.9%
Taylor expanded in a around 0
Applied rewrites11.3%
Taylor expanded in b around -inf
lower-*.f6411.3
Applied rewrites11.3%
Taylor expanded in c around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6439.9
Applied rewrites39.9%
Taylor expanded in a around 0
lower-/.f64N/A
lower-fma.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-*.f6476.3
Applied rewrites76.3%
if 6.30000000000000028e-93 < b Initial program 67.1%
Taylor expanded in a around 0
Applied rewrites88.9%
Taylor expanded in b around -inf
lower-*.f6488.9
Applied rewrites88.9%
Final simplification84.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* 2.0 (- c)) (+ b b))))
(if (<= b -6e-65)
(if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a)))
(if (<= b 8.2e-303)
(if (>= b 0.0) t_0 (/ (sqrt (* (* a c) -4.0)) (+ a a)))
(if (<= b 1.85e-148)
(if (>= b 0.0) (sqrt (/ (- c) a)) (/ (* -2.0 b) (* 2.0 a)))
(if (>= b 0.0) t_0 (sqrt (* (/ c a) -1.0))))))))
double code(double a, double b, double c) {
double t_0 = (2.0 * -c) / (b + b);
double tmp_1;
if (b <= -6e-65) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 8.2e-303) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = sqrt(((a * c) * -4.0)) / (a + a);
}
tmp_1 = tmp_3;
} else if (b <= 1.85e-148) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = sqrt((-c / a));
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} 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) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
real(8) :: tmp_4
t_0 = (2.0d0 * -c) / (b + b)
if (b <= (-6d-65)) then
if (b >= 0.0d0) then
tmp_2 = -b / a
else
tmp_2 = ((-2.0d0) * b) / (a + a)
end if
tmp_1 = tmp_2
else if (b <= 8.2d-303) then
if (b >= 0.0d0) then
tmp_3 = t_0
else
tmp_3 = sqrt(((a * c) * (-4.0d0))) / (a + a)
end if
tmp_1 = tmp_3
else if (b <= 1.85d-148) then
if (b >= 0.0d0) then
tmp_4 = sqrt((-c / a))
else
tmp_4 = ((-2.0d0) * b) / (2.0d0 * a)
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = t_0
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 t_0 = (2.0 * -c) / (b + b);
double tmp_1;
if (b <= -6e-65) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (-2.0 * b) / (a + a);
}
tmp_1 = tmp_2;
} else if (b <= 8.2e-303) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = Math.sqrt(((a * c) * -4.0)) / (a + a);
}
tmp_1 = tmp_3;
} else if (b <= 1.85e-148) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = Math.sqrt((-c / a));
} else {
tmp_4 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = t_0;
} else {
tmp_1 = Math.sqrt(((c / a) * -1.0));
}
return tmp_1;
}
def code(a, b, c): t_0 = (2.0 * -c) / (b + b) tmp_1 = 0 if b <= -6e-65: tmp_2 = 0 if b >= 0.0: tmp_2 = -b / a else: tmp_2 = (-2.0 * b) / (a + a) tmp_1 = tmp_2 elif b <= 8.2e-303: tmp_3 = 0 if b >= 0.0: tmp_3 = t_0 else: tmp_3 = math.sqrt(((a * c) * -4.0)) / (a + a) tmp_1 = tmp_3 elif b <= 1.85e-148: tmp_4 = 0 if b >= 0.0: tmp_4 = math.sqrt((-c / a)) else: tmp_4 = (-2.0 * b) / (2.0 * a) tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = t_0 else: tmp_1 = math.sqrt(((c / a) * -1.0)) return tmp_1
function code(a, b, c) t_0 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)) tmp_1 = 0.0 if (b <= -6e-65) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(a + a)); end tmp_1 = tmp_2; elseif (b <= 8.2e-303) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_0; else tmp_3 = Float64(sqrt(Float64(Float64(a * c) * -4.0)) / Float64(a + a)); end tmp_1 = tmp_3; elseif (b <= 1.85e-148) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = sqrt(Float64(Float64(-c) / a)); else tmp_4 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = t_0; else tmp_1 = sqrt(Float64(Float64(c / a) * -1.0)); end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = (2.0 * -c) / (b + b); tmp_2 = 0.0; if (b <= -6e-65) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = -b / a; else tmp_3 = (-2.0 * b) / (a + a); end tmp_2 = tmp_3; elseif (b <= 8.2e-303) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_0; else tmp_4 = sqrt(((a * c) * -4.0)) / (a + a); end tmp_2 = tmp_4; elseif (b <= 1.85e-148) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = sqrt((-c / a)); else tmp_5 = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = t_0; else tmp_2 = sqrt(((c / a) * -1.0)); end tmp_6 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, -6e-65], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 8.2e-303], If[GreaterEqual[b, 0.0], t$95$0, N[(N[Sqrt[N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1.85e-148], If[GreaterEqual[b, 0.0], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{if}\;b \leq -6 \cdot 10^{-65}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 8.2 \cdot 10^{-303}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\left(a \cdot c\right) \cdot -4}}{a + a}\\
\end{array}\\
\mathbf{elif}\;b \leq 1.85 \cdot 10^{-148}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}
\end{array}
if b < -5.99999999999999996e-65Initial program 65.5%
Taylor expanded in a around 0
Applied rewrites65.5%
Taylor expanded in b around -inf
lower-*.f6489.2
Applied rewrites89.2%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6489.2
Applied rewrites89.2%
lift-*.f64N/A
count-2-revN/A
lower-+.f6489.2
Applied rewrites89.2%
if -5.99999999999999996e-65 < b < 8.20000000000000037e-303Initial program 79.8%
Taylor expanded in a around 0
Applied rewrites79.8%
Taylor expanded in a around inf
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6466.8
Applied rewrites66.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6466.8
Applied rewrites66.8%
if 8.20000000000000037e-303 < b < 1.85000000000000017e-148Initial program 85.8%
Taylor expanded in a around 0
Applied rewrites4.7%
Taylor expanded in b around -inf
lower-*.f644.7
Applied rewrites4.7%
Taylor expanded in c around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6444.8
Applied rewrites44.8%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6444.8
Applied rewrites44.8%
if 1.85000000000000017e-148 < b Initial program 68.3%
Taylor expanded in a around 0
Applied rewrites85.2%
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-/.f6485.2
Applied rewrites85.2%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6485.2
Applied rewrites85.2%
Final simplification80.3%
(FPCore (a b c) :precision binary64 (if (<= b 1.85e-148) (if (>= b 0.0) (sqrt (/ (- c) a)) (/ (* -2.0 b) (* 2.0 a))) (if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (sqrt (* (/ c a) -1.0)))))
double code(double a, double b, double c) {
double tmp_1;
if (b <= 1.85e-148) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt((-c / a));
} else {
tmp_2 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} 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 <= 1.85d-148) then
if (b >= 0.0d0) then
tmp_2 = sqrt((-c / a))
else
tmp_2 = ((-2.0d0) * b) / (2.0d0 * a)
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * -c) / (b + b)
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 <= 1.85e-148) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt((-c / a));
} else {
tmp_2 = (-2.0 * b) / (2.0 * a);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = Math.sqrt(((c / a) * -1.0));
}
return tmp_1;
}
def code(a, b, c): tmp_1 = 0 if b <= 1.85e-148: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt((-c / a)) else: tmp_2 = (-2.0 * b) / (2.0 * a) tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * -c) / (b + b) else: tmp_1 = math.sqrt(((c / a) * -1.0)) return tmp_1
function code(a, b, c) tmp_1 = 0.0 if (b <= 1.85e-148) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(-c) / a)); else tmp_2 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = 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 <= 1.85e-148) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt((-c / a)); else tmp_3 = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * -c) / (b + b); else tmp_2 = sqrt(((c / a) * -1.0)); end tmp_4 = tmp_2; end
code[a_, b_, c_] := If[LessEqual[b, 1.85e-148], If[GreaterEqual[b, 0.0], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \leq 1.85 \cdot 10^{-148}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\sqrt{\frac{c}{a} \cdot -1}\\
\end{array}
\end{array}
if b < 1.85000000000000017e-148Initial program 72.3%
Taylor expanded in a around 0
Applied rewrites60.8%
Taylor expanded in b around -inf
lower-*.f6458.4
Applied rewrites58.4%
Taylor expanded in c around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6464.1
Applied rewrites64.1%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6464.1
Applied rewrites64.1%
if 1.85000000000000017e-148 < b Initial program 68.3%
Taylor expanded in a around 0
Applied rewrites85.2%
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-/.f6485.2
Applied rewrites85.2%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6485.2
Applied rewrites85.2%
Final simplification73.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* -2.0 b) (* 2.0 a))))
(if (<= b 1.85e-148)
(if (>= b 0.0) (sqrt (/ (- c) a)) t_0)
(if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) t_0))))
double code(double a, double b, double c) {
double t_0 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= 1.85e-148) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = sqrt((-c / a));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = ((-2.0d0) * b) / (2.0d0 * a)
if (b <= 1.85d-148) then
if (b >= 0.0d0) then
tmp_2 = sqrt((-c / a))
else
tmp_2 = t_0
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = (2.0d0 * -c) / (b + b)
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = (-2.0 * b) / (2.0 * a);
double tmp_1;
if (b <= 1.85e-148) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = Math.sqrt((-c / a));
} else {
tmp_2 = t_0;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = (2.0 * -c) / (b + b);
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = (-2.0 * b) / (2.0 * a) tmp_1 = 0 if b <= 1.85e-148: tmp_2 = 0 if b >= 0.0: tmp_2 = math.sqrt((-c / a)) else: tmp_2 = t_0 tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = (2.0 * -c) / (b + b) else: tmp_1 = t_0 return tmp_1
function code(a, b, c) t_0 = Float64(Float64(-2.0 * b) / Float64(2.0 * a)) tmp_1 = 0.0 if (b <= 1.85e-148) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = sqrt(Float64(Float64(-c) / a)); else tmp_2 = t_0; end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = (-2.0 * b) / (2.0 * a); tmp_2 = 0.0; if (b <= 1.85e-148) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = sqrt((-c / a)); else tmp_3 = t_0; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = (2.0 * -c) / (b + b); else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 1.85e-148], If[GreaterEqual[b, 0.0], N[Sqrt[N[((-c) / a), $MachinePrecision]], $MachinePrecision], t$95$0], If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{-2 \cdot b}{2 \cdot a}\\
\mathbf{if}\;b \leq 1.85 \cdot 10^{-148}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\sqrt{\frac{-c}{a}}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < 1.85000000000000017e-148Initial program 72.3%
Taylor expanded in a around 0
Applied rewrites60.8%
Taylor expanded in b around -inf
lower-*.f6458.4
Applied rewrites58.4%
Taylor expanded in c around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6464.1
Applied rewrites64.1%
Taylor expanded in a around inf
sqrt-prodN/A
lower-sqrt.f64N/A
*-commutativeN/A
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lower-neg.f6464.1
Applied rewrites64.1%
if 1.85000000000000017e-148 < b Initial program 68.3%
Taylor expanded in a around 0
Applied rewrites85.2%
Taylor expanded in b around -inf
lower-*.f6485.2
Applied rewrites85.2%
Final simplification73.0%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (* 2.0 (- c)) (+ b b)) (/ (* -2.0 b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * -c) / (b + b);
} else {
tmp = (-2.0 * b) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = (2.0d0 * -c) / (b + b)
else
tmp = ((-2.0d0) * b) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (2.0 * -c) / (b + b);
} else {
tmp = (-2.0 * b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (2.0 * -c) / (b + b) else: tmp = (-2.0 * b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * Float64(-c)) / Float64(b + b)); else tmp = Float64(Float64(-2.0 * b) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = (2.0 * -c) / (b + b); else tmp = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(2.0 * (-c)), $MachinePrecision] / N[(b + b), $MachinePrecision]), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(-c\right)}{b + b}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.6%
Taylor expanded in a around 0
Applied rewrites71.1%
Taylor expanded in b around -inf
lower-*.f6469.7
Applied rewrites69.7%
Final simplification69.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* (/ b a) -0.5) (/ (* -2.0 b) (* 2.0 a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (b / a) * -0.5;
} else {
tmp = (-2.0 * 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) * (-0.5d0)
else
tmp = ((-2.0d0) * 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) * -0.5;
} else {
tmp = (-2.0 * b) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = (b / a) * -0.5 else: tmp = (-2.0 * b) / (2.0 * a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(b / a) * -0.5); else tmp = Float64(Float64(-2.0 * 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) * -0.5; else tmp = (-2.0 * b) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{2 \cdot a}\\
\end{array}
\end{array}
Initial program 70.6%
Taylor expanded in a around 0
Applied rewrites71.1%
Taylor expanded in b around -inf
lower-*.f6469.7
Applied rewrites69.7%
Taylor expanded in c around -inf
lower-fma.f64N/A
lower-/.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6440.0
Applied rewrites40.0%
Taylor expanded in b around inf
*-commutativeN/A
lower-*.f64N/A
lift-/.f6434.8
Applied rewrites34.8%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ (* -2.0 b) (+ a a))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (-2.0 * b) / (a + a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: tmp
if (b >= 0.0d0) then
tmp = -b / a
else
tmp = ((-2.0d0) * b) / (a + a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (-2.0 * b) / (a + a);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = (-2.0 * b) / (a + a) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(Float64(-2.0 * b) / Float64(a + a)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = (-2.0 * b) / (a + a); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(-2.0 * b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-2 \cdot b}{a + a}\\
\end{array}
\end{array}
Initial program 70.6%
Taylor expanded in a around 0
Applied rewrites71.1%
Taylor expanded in b around -inf
lower-*.f6469.7
Applied rewrites69.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6434.8
Applied rewrites34.8%
lift-*.f64N/A
count-2-revN/A
lower-+.f6434.8
Applied rewrites34.8%
herbie shell --seed 2025064
(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))))