
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
Herbie found 10 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_0)) (/ (+ (- b) t_0) (* 2.0 a)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_0)
else
tmp = (-b + t_0) / (2.0d0 * a)
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_0);
} else {
tmp = (-b + t_0) / (2.0 * a);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_0) else: tmp = (-b + t_0) / (2.0 * a) return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c))) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) - t_0)); else tmp = Float64(Float64(Float64(-b) + t_0) / Float64(2.0 * a)); end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_0); else tmp = (-b + t_0) / (2.0 * a); end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$0), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_0}{2 \cdot a}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -4.0 a) c (* b b)))) (t_1 (* (/ (- t_0 b) a) 0.5)))
(if (<= b -2e+153)
(if (>= b 0.0) (- (sqrt (* (/ c a) -1.0))) (/ (- b) a))
(if (<= b 1e+65)
(if (>= b 0.0) (/ (* -2.0 c) (+ t_0 b)) t_1)
(if (>= b 0.0) (- (/ c b)) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-4.0 * a), c, (b * b)));
double t_1 = ((t_0 - b) / a) * 0.5;
double tmp_1;
if (b <= -2e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -sqrt(((c / a) * -1.0));
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 1e+65) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (-2.0 * c) / (t_0 + b);
} else {
tmp_3 = t_1;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -(c / b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-4.0 * a), c, Float64(b * b))) t_1 = Float64(Float64(Float64(t_0 - b) / a) * 0.5) tmp_1 = 0.0 if (b <= -2e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))); else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= 1e+65) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(-2.0 * c) / Float64(t_0 + b)); else tmp_3 = t_1; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(-Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(t$95$0 - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]}, If[LessEqual[b, -2e+153], If[GreaterEqual[b, 0.0], (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]), N[((-b) / a), $MachinePrecision]], If[LessEqual[b, 1e+65], If[GreaterEqual[b, 0.0], N[(N[(-2.0 * c), $MachinePrecision] / N[(t$95$0 + b), $MachinePrecision]), $MachinePrecision], t$95$1], If[GreaterEqual[b, 0.0], (-N[(c / b), $MachinePrecision]), t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)}\\
t_1 := \frac{t\_0 - b}{a} \cdot 0.5\\
\mathbf{if}\;b \leq -2 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+65}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-2 \cdot c}{t\_0 + b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2e153Initial program 40.2%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6440.2
Applied rewrites40.2%
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-/.f645.9
Applied rewrites5.9%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f645.9
Applied rewrites5.9%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6497.1
Applied rewrites97.1%
if -2e153 < b < 9.9999999999999999e64Initial program 86.4%
Taylor expanded in a around 0
Applied rewrites86.4%
if 9.9999999999999999e64 < b Initial program 59.3%
Taylor expanded in a around 0
Applied rewrites59.5%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6494.2
Applied rewrites94.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0)))
(t_1 (- t_0))
(t_2 (sqrt (- (* b b) (* (* 4.0 a) c)))))
(if (<=
(if (>= b 0.0) (/ (* 2.0 c) (- (- b) t_2)) (/ (+ (- b) t_2) (* 2.0 a)))
-1e-145)
(if (>= b 0.0) t_1 t_1)
(if (>= b 0.0) t_1 t_0))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double t_2 = sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_2);
} else {
tmp = (-b + t_2) / (2.0 * a);
}
double tmp_2;
if (tmp <= -1e-145) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_1;
}
tmp_2 = tmp_3;
} else if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
return tmp_2;
}
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 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
t_2 = sqrt(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (2.0d0 * c) / (-b - t_2)
else
tmp = (-b + t_2) / (2.0d0 * a)
end if
if (tmp <= (-1d-145)) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = t_1
end if
tmp_2 = tmp_3
else if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = t_0
end if
code = tmp_2
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double t_2 = Math.sqrt(((b * b) - ((4.0 * a) * c)));
double tmp;
if (b >= 0.0) {
tmp = (2.0 * c) / (-b - t_2);
} else {
tmp = (-b + t_2) / (2.0 * a);
}
double tmp_2;
if (tmp <= -1e-145) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_1;
}
tmp_2 = tmp_3;
} else if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = t_0;
}
return tmp_2;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 t_2 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (2.0 * c) / (-b - t_2) else: tmp = (-b + t_2) / (2.0 * a) tmp_2 = 0 if tmp <= -1e-145: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = t_1 tmp_2 = tmp_3 elif b >= 0.0: tmp_2 = t_1 else: tmp_2 = t_0 return tmp_2
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) t_2 = 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_2)); else tmp = Float64(Float64(Float64(-b) + t_2) / Float64(2.0 * a)); end tmp_2 = 0.0 if (tmp <= -1e-145) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_1; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_0; end return tmp_2 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; t_2 = sqrt(((b * b) - ((4.0 * a) * c))); tmp = 0.0; if (b >= 0.0) tmp = (2.0 * c) / (-b - t_2); else tmp = (-b + t_2) / (2.0 * a); end tmp_3 = 0.0; if (tmp <= -1e-145) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = t_1; end tmp_3 = tmp_4; elseif (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_5 = tmp_3; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, Block[{t$95$2 = N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[If[GreaterEqual[b, 0.0], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) - t$95$2), $MachinePrecision]), $MachinePrecision], N[(N[((-b) + t$95$2), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], -1e-145], If[GreaterEqual[b, 0.0], t$95$1, t$95$1], If[GreaterEqual[b, 0.0], t$95$1, t$95$0]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
t_2 := \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}\\
\mathbf{if}\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) - t\_2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-b\right) + t\_2}{2 \cdot a}\\
\end{array} \leq -1 \cdot 10^{-145}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if (if (>=.f64 b #s(literal 0 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) c) (-.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c))))) (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a))) < -9.99999999999999915e-146Initial program 78.2%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6465.5
Applied rewrites65.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6438.5
Applied rewrites38.5%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6436.3
Applied rewrites36.3%
if -9.99999999999999915e-146 < (if (>=.f64 b #s(literal 0 binary64)) (/.f64 (*.f64 #s(literal 2 binary64) c) (-.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c))))) (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a))) Initial program 69.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6441.0
Applied rewrites41.0%
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-/.f6412.7
Applied rewrites12.7%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f648.4
Applied rewrites8.4%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6419.1
Applied rewrites19.1%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (/ c b))) (t_1 (- (sqrt (* (/ c a) -1.0)))))
(if (<= b -2e+153)
(if (>= b 0.0) t_1 (/ (- b) a))
(if (<= b -9.5e-306)
(if (>= b 0.0)
t_0
(* (/ (- (sqrt (fma (* -4.0 a) c (* b b))) b) a) 0.5))
(if (<= b 6.4e-108)
(if (>= b 0.0)
(- (/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) a))
(* 0.5 (sqrt (* (/ c a) -4.0))))
(if (>= b 0.0) t_0 t_1))))))
double code(double a, double b, double c) {
double t_0 = -(c / b);
double t_1 = -sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -2e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= -9.5e-306) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_0;
} else {
tmp_3 = ((sqrt(fma((-4.0 * a), c, (b * b))) - b) / a) * 0.5;
}
tmp_1 = tmp_3;
} else if (b <= 6.4e-108) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -(fma(0.5, b, -sqrt(((a * c) * -1.0))) / a);
} else {
tmp_4 = 0.5 * sqrt(((c / a) * -4.0));
}
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(c / b)) t_1 = Float64(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if (b <= -2e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= -9.5e-306) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = 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 <= 6.4e-108) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(-Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / a)); else tmp_4 = Float64(0.5 * sqrt(Float64(Float64(c / a) * -4.0))); 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[(c / b), $MachinePrecision])}, Block[{t$95$1 = (-N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[LessEqual[b, -2e+153], If[GreaterEqual[b, 0.0], t$95$1, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, -9.5e-306], If[GreaterEqual[b, 0.0], t$95$0, N[(N[(N[(N[Sqrt[N[(N[(-4.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / a), $MachinePrecision] * 0.5), $MachinePrecision]], If[LessEqual[b, 6.4e-108], If[GreaterEqual[b, 0.0], (-N[(N[(0.5 * b + (-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision] / a), $MachinePrecision]), N[(0.5 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$0, t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\frac{c}{b}\\
t_1 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -2 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -9.5 \cdot 10^{-306}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4 \cdot a, c, b \cdot b\right)} - b}{a} \cdot 0.5\\
\end{array}\\
\mathbf{elif}\;b \leq 6.4 \cdot 10^{-108}:\\
\;\;\;\;\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}:\\
\;\;\;\;0.5 \cdot \sqrt{\frac{c}{a} \cdot -4}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2e153Initial program 40.2%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6440.2
Applied rewrites40.2%
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-/.f645.9
Applied rewrites5.9%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f645.9
Applied rewrites5.9%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6497.1
Applied rewrites97.1%
if -2e153 < b < -9.5e-306Initial program 86.5%
Taylor expanded in a around 0
Applied rewrites86.5%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6486.5
Applied rewrites86.5%
if -9.5e-306 < b < 6.3999999999999999e-108Initial program 80.0%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6471.9
Applied rewrites71.9%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6471.2
Applied rewrites71.2%
if 6.3999999999999999e-108 < b Initial program 70.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6413.0
Applied rewrites13.0%
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-/.f6413.0
Applied rewrites13.0%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6482.8
Applied rewrites82.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -2.3e-76)
(if (>= b 0.0) t_1 (/ (- b) a))
(if (<= b -8.5e-183)
(if (>= b 0.0) t_1 t_0)
(if (<= b 6.4e-108)
(if (>= b 0.0) (- (/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) a)) t_1)
(if (>= b 0.0) (- (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= -8.5e-183) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b <= 6.4e-108) {
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 = -(c / b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (b <= -2.3e-76) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= -8.5e-183) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b <= 6.4e-108) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(-Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / a)); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(-Float64(c / 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] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -2.3e-76], If[GreaterEqual[b, 0.0], t$95$1, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, -8.5e-183], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[LessEqual[b, 6.4e-108], 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], (-N[(c / b), $MachinePrecision]), t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{-76}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -8.5 \cdot 10^{-183}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 6.4 \cdot 10^{-108}:\\
\;\;\;\;\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:\\
\;\;\;\;-\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.30000000000000006e-76Initial program 68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.5
Applied rewrites68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.1
Applied rewrites10.1%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6410.1
Applied rewrites10.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6484.6
Applied rewrites84.6%
if -2.30000000000000006e-76 < b < -8.49999999999999973e-183Initial program 84.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6484.4
Applied rewrites84.4%
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-/.f6428.2
Applied rewrites28.2%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6428.2
Applied rewrites28.2%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6425.7
Applied rewrites25.7%
if -8.49999999999999973e-183 < b < 6.3999999999999999e-108Initial program 78.0%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6473.0
Applied rewrites73.0%
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-/.f6457.4
Applied rewrites57.4%
if 6.3999999999999999e-108 < b Initial program 70.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6413.0
Applied rewrites13.0%
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-/.f6413.0
Applied rewrites13.0%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6482.8
Applied rewrites82.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0)))))
(if (<= b -3.6e-45)
(if (>= b 0.0) t_0 (/ (- b) a))
(if (<= b 6.4e-108)
(if (>= b 0.0)
(- (/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) a))
(/ (+ (- b) (sqrt (* -4.0 (* a c)))) (* 2.0 a)))
(if (>= b 0.0) (- (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -3.6e-45) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 6.4e-108) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -(fma(0.5, b, -sqrt(((a * c) * -1.0))) / a);
} else {
tmp_3 = (-b + sqrt((-4.0 * (a * c)))) / (2.0 * a);
}
tmp_1 = tmp_3;
} 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(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if (b <= -3.6e-45) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= 6.4e-108) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / a)); else tmp_3 = Float64(Float64(Float64(-b) + sqrt(Float64(-4.0 * Float64(a * c)))) / Float64(2.0 * a)); end tmp_1 = tmp_3; 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[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[LessEqual[b, -3.6e-45], If[GreaterEqual[b, 0.0], t$95$0, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, 6.4e-108], If[GreaterEqual[b, 0.0], (-N[(N[(0.5 * b + (-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision] / a), $MachinePrecision]), N[(N[((-b) + N[Sqrt[N[(-4.0 * N[(a * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], (-N[(c / b), $MachinePrecision]), t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -3.6 \cdot 10^{-45}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.4 \cdot 10^{-108}:\\
\;\;\;\;\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}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{-4 \cdot \left(a \cdot c\right)}}{2 \cdot a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -3.60000000000000001e-45Initial program 67.2%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6467.2
Applied rewrites67.2%
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-/.f649.7
Applied rewrites9.7%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f649.7
Applied rewrites9.7%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6486.2
Applied rewrites86.2%
if -3.60000000000000001e-45 < b < 6.3999999999999999e-108Initial program 80.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6477.0
Applied rewrites77.0%
Taylor expanded in a around inf
lower-*.f64N/A
lift-*.f6467.7
Applied rewrites67.7%
if 6.3999999999999999e-108 < b Initial program 70.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6413.0
Applied rewrites13.0%
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-/.f6413.0
Applied rewrites13.0%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6482.8
Applied rewrites82.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (- (sqrt (* (/ c a) -1.0)))))
(if (<= b -2.3e-76)
(if (>= b 0.0) t_0 (/ (- b) a))
(if (<= b 6.4e-108)
(if (>= b 0.0)
(- (/ (fma 0.5 b (- (sqrt (* (* a c) -1.0)))) a))
(* 0.5 (sqrt (* (/ c a) -4.0))))
(if (>= b 0.0) (- (/ c b)) t_0)))))
double code(double a, double b, double c) {
double t_0 = -sqrt(((c / a) * -1.0));
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_0;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 6.4e-108) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = -(fma(0.5, b, -sqrt(((a * c) * -1.0))) / a);
} else {
tmp_3 = 0.5 * sqrt(((c / a) * -4.0));
}
tmp_1 = tmp_3;
} 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(-sqrt(Float64(Float64(c / a) * -1.0))) tmp_1 = 0.0 if (b <= -2.3e-76) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_0; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= 6.4e-108) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(-Float64(fma(0.5, b, Float64(-sqrt(Float64(Float64(a * c) * -1.0)))) / a)); else tmp_3 = Float64(0.5 * sqrt(Float64(Float64(c / a) * -4.0))); end tmp_1 = tmp_3; 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[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])}, If[LessEqual[b, -2.3e-76], If[GreaterEqual[b, 0.0], t$95$0, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, 6.4e-108], If[GreaterEqual[b, 0.0], (-N[(N[(0.5 * b + (-N[Sqrt[N[(N[(a * c), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision])), $MachinePrecision] / a), $MachinePrecision]), N[(0.5 * N[Sqrt[N[(N[(c / a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], (-N[(c / b), $MachinePrecision]), t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -\sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{-76}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_0\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 6.4 \cdot 10^{-108}:\\
\;\;\;\;\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}:\\
\;\;\;\;0.5 \cdot \sqrt{\frac{c}{a} \cdot -4}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -2.30000000000000006e-76Initial program 68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.5
Applied rewrites68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.1
Applied rewrites10.1%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6410.1
Applied rewrites10.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6484.6
Applied rewrites84.6%
if -2.30000000000000006e-76 < b < 6.3999999999999999e-108Initial program 79.6%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6475.9
Applied rewrites75.9%
Taylor expanded in a around inf
lower-*.f64N/A
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6450.7
Applied rewrites50.7%
if 6.3999999999999999e-108 < b Initial program 70.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6413.0
Applied rewrites13.0%
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-/.f6413.0
Applied rewrites13.0%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6482.8
Applied rewrites82.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -2.3e-76)
(if (>= b 0.0) t_1 (/ (- b) a))
(if (<= b -8.5e-183)
(if (>= b 0.0) t_1 t_0)
(if (<= b 6.4e-108)
(if (>= b 0.0) (- (/ (- (sqrt (- (* a c)))) a)) t_1)
(if (>= b 0.0) (- (/ c b)) t_1))))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= -8.5e-183) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b <= 6.4e-108) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -(-sqrt(-(a * c)) / a);
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = -(c / b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
real(8) :: tmp_4
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
if (b <= (-2.3d-76)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b <= (-8.5d-183)) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = t_0
end if
tmp_1 = tmp_3
else if (b <= 6.4d-108) then
if (b >= 0.0d0) then
tmp_4 = -(-sqrt(-(a * c)) / a)
else
tmp_4 = t_1
end if
tmp_1 = tmp_4
else if (b >= 0.0d0) then
tmp_1 = -(c / b)
else
tmp_1 = t_1
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= -8.5e-183) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b <= 6.4e-108) {
double tmp_4;
if (b >= 0.0) {
tmp_4 = -(-Math.sqrt(-(a * c)) / a);
} else {
tmp_4 = t_1;
}
tmp_1 = tmp_4;
} else if (b >= 0.0) {
tmp_1 = -(c / b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 tmp_1 = 0 if b <= -2.3e-76: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = -b / a tmp_1 = tmp_2 elif b <= -8.5e-183: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = t_0 tmp_1 = tmp_3 elif b <= 6.4e-108: tmp_4 = 0 if b >= 0.0: tmp_4 = -(-math.sqrt(-(a * c)) / a) else: tmp_4 = t_1 tmp_1 = tmp_4 elif b >= 0.0: tmp_1 = -(c / b) else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (b <= -2.3e-76) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= -8.5e-183) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b <= 6.4e-108) tmp_4 = 0.0 if (b >= 0.0) tmp_4 = Float64(-Float64(Float64(-sqrt(Float64(-Float64(a * c)))) / a)); else tmp_4 = t_1; end tmp_1 = tmp_4; elseif (b >= 0.0) tmp_1 = Float64(-Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
function tmp_6 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; tmp_2 = 0.0; if (b <= -2.3e-76) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b <= -8.5e-183) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = t_0; end tmp_2 = tmp_4; elseif (b <= 6.4e-108) tmp_5 = 0.0; if (b >= 0.0) tmp_5 = -(-sqrt(-(a * c)) / a); else tmp_5 = t_1; end tmp_2 = tmp_5; elseif (b >= 0.0) tmp_2 = -(c / b); else tmp_2 = t_1; end tmp_6 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -2.3e-76], If[GreaterEqual[b, 0.0], t$95$1, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, -8.5e-183], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[LessEqual[b, 6.4e-108], If[GreaterEqual[b, 0.0], (-N[((-N[Sqrt[(-N[(a * c), $MachinePrecision])], $MachinePrecision]) / a), $MachinePrecision]), t$95$1], If[GreaterEqual[b, 0.0], (-N[(c / b), $MachinePrecision]), t$95$1]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{-76}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq -8.5 \cdot 10^{-183}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \leq 6.4 \cdot 10^{-108}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-\frac{-\sqrt{-a \cdot c}}{a}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.30000000000000006e-76Initial program 68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.5
Applied rewrites68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.1
Applied rewrites10.1%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6410.1
Applied rewrites10.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6484.6
Applied rewrites84.6%
if -2.30000000000000006e-76 < b < -8.49999999999999973e-183Initial program 84.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6484.4
Applied rewrites84.4%
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-/.f6428.2
Applied rewrites28.2%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6428.2
Applied rewrites28.2%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6425.7
Applied rewrites25.7%
if -8.49999999999999973e-183 < b < 6.3999999999999999e-108Initial program 78.0%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6473.0
Applied rewrites73.0%
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-/.f6457.4
Applied rewrites57.4%
Taylor expanded in a around inf
mul-1-negN/A
sqrt-prodN/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f64N/A
lift-neg.f6457.3
Applied rewrites57.3%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lift-*.f6457.3
Applied rewrites57.3%
if 6.3999999999999999e-108 < b Initial program 70.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6413.0
Applied rewrites13.0%
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-/.f6413.0
Applied rewrites13.0%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6482.8
Applied rewrites82.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -2.3e-76)
(if (>= b 0.0) t_1 (/ (- b) a))
(if (<= b 8.5e-106)
(if (>= b 0.0) t_1 t_0)
(if (>= b 0.0) (- (/ c b)) t_1)))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 8.5e-106) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -(c / b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
real(8) :: tmp_3
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
if (b <= (-2.3d-76)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b <= 8.5d-106) then
if (b >= 0.0d0) then
tmp_3 = t_1
else
tmp_3 = t_0
end if
tmp_1 = tmp_3
else if (b >= 0.0d0) then
tmp_1 = -(c / b)
else
tmp_1 = t_1
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b <= 8.5e-106) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = t_0;
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -(c / b);
} else {
tmp_1 = t_1;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 tmp_1 = 0 if b <= -2.3e-76: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = -b / a tmp_1 = tmp_2 elif b <= 8.5e-106: tmp_3 = 0 if b >= 0.0: tmp_3 = t_1 else: tmp_3 = t_0 tmp_1 = tmp_3 elif b >= 0.0: tmp_1 = -(c / b) else: tmp_1 = t_1 return tmp_1
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) t_1 = Float64(-t_0) tmp_1 = 0.0 if (b <= -2.3e-76) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b <= 8.5e-106) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = t_0; end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(-Float64(c / b)); else tmp_1 = t_1; end return tmp_1 end
function tmp_5 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; tmp_2 = 0.0; if (b <= -2.3e-76) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b <= 8.5e-106) tmp_4 = 0.0; if (b >= 0.0) tmp_4 = t_1; else tmp_4 = t_0; end tmp_2 = tmp_4; elseif (b >= 0.0) tmp_2 = -(c / b); else tmp_2 = t_1; end tmp_5 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -2.3e-76], If[GreaterEqual[b, 0.0], t$95$1, N[((-b) / a), $MachinePrecision]], If[LessEqual[b, 8.5e-106], If[GreaterEqual[b, 0.0], t$95$1, t$95$0], If[GreaterEqual[b, 0.0], (-N[(c / b), $MachinePrecision]), t$95$1]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{-76}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \leq 8.5 \cdot 10^{-106}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;-\frac{c}{b}\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if b < -2.30000000000000006e-76Initial program 68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.5
Applied rewrites68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.1
Applied rewrites10.1%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6410.1
Applied rewrites10.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6484.6
Applied rewrites84.6%
if -2.30000000000000006e-76 < b < 8.4999999999999998e-106Initial program 79.7%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6475.7
Applied rewrites75.7%
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-/.f6450.0
Applied rewrites50.0%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6432.5
Applied rewrites32.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6433.3
Applied rewrites33.3%
if 8.4999999999999998e-106 < b Initial program 70.4%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6412.8
Applied rewrites12.8%
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-/.f6412.8
Applied rewrites12.8%
Taylor expanded in a around 0
mul-1-negN/A
lower-neg.f64N/A
lower-/.f6483.0
Applied rewrites83.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* (/ c a) -1.0))) (t_1 (- t_0)))
(if (<= b -2.3e-76)
(if (>= b 0.0) t_1 (/ (- b) a))
(if (>= b 0.0) t_1 t_0))))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_1;
} 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) :: t_1
real(8) :: tmp
real(8) :: tmp_1
real(8) :: tmp_2
t_0 = sqrt(((c / a) * (-1.0d0)))
t_1 = -t_0
if (b <= (-2.3d-76)) then
if (b >= 0.0d0) then
tmp_2 = t_1
else
tmp_2 = -b / a
end if
tmp_1 = tmp_2
else if (b >= 0.0d0) then
tmp_1 = t_1
else
tmp_1 = t_0
end if
code = tmp_1
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double t_1 = -t_0;
double tmp_1;
if (b <= -2.3e-76) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = -b / a;
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = t_1;
} else {
tmp_1 = t_0;
}
return tmp_1;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) t_1 = -t_0 tmp_1 = 0 if b <= -2.3e-76: tmp_2 = 0 if b >= 0.0: tmp_2 = t_1 else: tmp_2 = -b / a tmp_1 = tmp_2 elif b >= 0.0: tmp_1 = t_1 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(-t_0) tmp_1 = 0.0 if (b <= -2.3e-76) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(Float64(-b) / a); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = t_1; else tmp_1 = t_0; end return tmp_1 end
function tmp_4 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); t_1 = -t_0; tmp_2 = 0.0; if (b <= -2.3e-76) tmp_3 = 0.0; if (b >= 0.0) tmp_3 = t_1; else tmp_3 = -b / a; end tmp_2 = tmp_3; elseif (b >= 0.0) tmp_2 = t_1; else tmp_2 = t_0; end tmp_4 = tmp_2; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = (-t$95$0)}, If[LessEqual[b, -2.3e-76], If[GreaterEqual[b, 0.0], t$95$1, N[((-b) / a), $MachinePrecision]], If[GreaterEqual[b, 0.0], t$95$1, t$95$0]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
t_1 := -t\_0\\
\mathbf{if}\;b \leq -2.3 \cdot 10^{-76}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{-b}{a}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if b < -2.30000000000000006e-76Initial program 68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6468.5
Applied rewrites68.5%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lift-/.f6410.1
Applied rewrites10.1%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6410.1
Applied rewrites10.1%
Taylor expanded in b around -inf
associate-*r/N/A
mul-1-negN/A
lower-/.f64N/A
lift-neg.f6484.6
Applied rewrites84.6%
if -2.30000000000000006e-76 < b Initial program 74.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6437.8
Applied rewrites37.8%
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-/.f6427.6
Applied rewrites27.6%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6421.8
Applied rewrites21.8%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6422.1
Applied rewrites22.1%
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (* (/ c a) -1.0)))) (if (>= b 0.0) (- t_0) t_0)))
double code(double a, double b, double c) {
double t_0 = sqrt(((c / a) * -1.0));
double tmp;
if (b >= 0.0) {
tmp = -t_0;
} else {
tmp = t_0;
}
return tmp;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(a, b, c)
use fmin_fmax_functions
real(8), intent (in) :: a
real(8), intent (in) :: b
real(8), intent (in) :: c
real(8) :: t_0
real(8) :: tmp
t_0 = sqrt(((c / a) * (-1.0d0)))
if (b >= 0.0d0) then
tmp = -t_0
else
tmp = t_0
end if
code = tmp
end function
public static double code(double a, double b, double c) {
double t_0 = Math.sqrt(((c / a) * -1.0));
double tmp;
if (b >= 0.0) {
tmp = -t_0;
} else {
tmp = t_0;
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((c / a) * -1.0)) tmp = 0 if b >= 0.0: tmp = -t_0 else: tmp = t_0 return tmp
function code(a, b, c) t_0 = sqrt(Float64(Float64(c / a) * -1.0)) tmp = 0.0 if (b >= 0.0) tmp = Float64(-t_0); else tmp = t_0; end return tmp end
function tmp_2 = code(a, b, c) t_0 = sqrt(((c / a) * -1.0)); tmp = 0.0; if (b >= 0.0) tmp = -t_0; else tmp = t_0; end tmp_2 = tmp; end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c / a), $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision]}, If[GreaterEqual[b, 0.0], (-t$95$0), t$95$0]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\frac{c}{a} \cdot -1}\\
\mathbf{if}\;b \geq 0:\\
\;\;\;\;-t\_0\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
Initial program 72.1%
Taylor expanded in a around -inf
mul-1-negN/A
lower-neg.f64N/A
lower-/.f64N/A
+-commutativeN/A
lower-fma.f64N/A
mul-1-negN/A
lower-neg.f64N/A
sqrt-unprodN/A
lower-sqrt.f64N/A
lower-*.f64N/A
lower-*.f6449.0
Applied rewrites49.0%
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-/.f6421.2
Applied rewrites21.2%
Taylor expanded in a around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6417.5
Applied rewrites17.5%
Taylor expanded in c around -inf
sqrt-prodN/A
lift-/.f64N/A
lift-*.f64N/A
lift-sqrt.f6417.5
Applied rewrites17.5%
herbie shell --seed 2025091
(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))))