
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + 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(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) 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(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); 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 = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); 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[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $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{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 9 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (let* ((t_0 (sqrt (- (* b b) (* (* 4.0 a) c))))) (if (>= b 0.0) (/ (- (- b) t_0) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) t_0)))))
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + 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(((b * b) - ((4.0d0 * a) * c)))
if (b >= 0.0d0) then
tmp = (-b - t_0) / (2.0d0 * a)
else
tmp = (2.0d0 * c) / (-b + t_0)
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 = (-b - t_0) / (2.0 * a);
} else {
tmp = (2.0 * c) / (-b + t_0);
}
return tmp;
}
def code(a, b, c): t_0 = math.sqrt(((b * b) - ((4.0 * a) * c))) tmp = 0 if b >= 0.0: tmp = (-b - t_0) / (2.0 * a) else: tmp = (2.0 * c) / (-b + t_0) 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(Float64(-b) - t_0) / Float64(2.0 * a)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + t_0)); 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 = (-b - t_0) / (2.0 * a); else tmp = (2.0 * c) / (-b + t_0); 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[((-b) - t$95$0), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + t$95$0), $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{\left(-b\right) - t\_0}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + t\_0}\\
\end{array}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma -4.0 (* c a) (* b b)))))
(if (<= b -5e+153)
(if (>= b 0.0)
(/ (+ b (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 (- a)))
(/ (* 2.0 c) (* (fma (* a (/ c (* b b))) -2.0 2.0) (- b))))
(if (<= b 1e+116)
(if (>= b 0.0) (* (/ (+ t_0 b) a) -0.5) (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- (sqrt (* b b)) b)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(-4.0, (c * a), (b * b)));
double tmp_1;
if (b <= -5e+153) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * -a);
} else {
tmp_2 = (2.0 * c) / (fma((a * (c / (b * b))), -2.0, 2.0) * -b);
}
tmp_1 = tmp_2;
} else if (b <= 1e+116) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = ((t_0 + b) / a) * -0.5;
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -b / a;
} else {
tmp_1 = (c + c) / (sqrt((b * b)) - b);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(-4.0, Float64(c * a), Float64(b * b))) tmp_1 = 0.0 if (b <= -5e+153) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(b + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * Float64(-a))); else tmp_2 = Float64(Float64(2.0 * c) / Float64(fma(Float64(a * Float64(c / Float64(b * b))), -2.0, 2.0) * Float64(-b))); end tmp_1 = tmp_2; elseif (b <= 1e+116) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(Float64(t_0 + b) / a) * -0.5); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-b) / a); else tmp_1 = Float64(Float64(c + c) / Float64(sqrt(Float64(b * b)) - b)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -5e+153], If[GreaterEqual[b, 0.0], 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], N[(N[(2.0 * c), $MachinePrecision] / N[(N[(N[(a * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * -2.0 + 2.0), $MachinePrecision] * (-b)), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1e+116], If[GreaterEqual[b, 0.0], N[(N[(N[(t$95$0 + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4, c \cdot a, b \cdot b\right)}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+153}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\mathsf{fma}\left(a \cdot \frac{c}{b \cdot b}, -2, 2\right) \cdot \left(-b\right)}\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{t\_0 + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{b \cdot b} - b}\\
\end{array}
\end{array}
if b < -5.00000000000000018e153Initial program 40.8%
Taylor expanded in b around -inf
mul-1-negN/A
*-commutativeN/A
distribute-rgt-neg-inN/A
mul-1-negN/A
lower-*.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
associate-/l*N/A
lower-*.f64N/A
lower-/.f64N/A
unpow2N/A
lower-*.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
if -5.00000000000000018e153 < b < 1.00000000000000002e116Initial program 91.1%
Taylor expanded in a around 0
Applied rewrites91.1%
if 1.00000000000000002e116 < b Initial program 38.4%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f64100.0
Applied rewrites100.0%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites100.0%
Final simplification94.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma -4.0 (* c a) (* b b)))) (t_1 (* (/ (+ t_0 b) a) -0.5)))
(if (<= b -5e+152)
(if (>= b 0.0) t_1 (* c (/ -1.0 b)))
(if (<= b 1e+116)
(if (>= b 0.0) t_1 (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- (sqrt (* b b)) b)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma(-4.0, (c * a), (b * b)));
double t_1 = ((t_0 + b) / a) * -0.5;
double tmp_1;
if (b <= -5e+152) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = t_1;
} else {
tmp_2 = c * (-1.0 / b);
}
tmp_1 = tmp_2;
} else if (b <= 1e+116) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = t_1;
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -b / a;
} else {
tmp_1 = (c + c) / (sqrt((b * b)) - b);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(-4.0, Float64(c * a), Float64(b * b))) t_1 = Float64(Float64(Float64(t_0 + b) / a) * -0.5) tmp_1 = 0.0 if (b <= -5e+152) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = t_1; else tmp_2 = Float64(c * Float64(-1.0 / b)); end tmp_1 = tmp_2; elseif (b <= 1e+116) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = t_1; else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-b) / a); else tmp_1 = Float64(Float64(c + c) / Float64(sqrt(Float64(b * b)) - b)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision] + 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, -5e+152], If[GreaterEqual[b, 0.0], t$95$1, N[(c * N[(-1.0 / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 1e+116], If[GreaterEqual[b, 0.0], t$95$1, N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-4, c \cdot a, b \cdot b\right)}\\
t_1 := \frac{t\_0 + b}{a} \cdot -0.5\\
\mathbf{if}\;b \leq -5 \cdot 10^{+152}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;c \cdot \frac{-1}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 10^{+116}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;t\_1\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{b \cdot b} - b}\\
\end{array}
\end{array}
if b < -5e152Initial program 40.8%
Taylor expanded in a around 0
Applied rewrites40.8%
Applied rewrites40.8%
Taylor expanded in b around -inf
Applied rewrites99.7%
if -5e152 < b < 1.00000000000000002e116Initial program 91.1%
Taylor expanded in a around 0
Applied rewrites91.1%
if 1.00000000000000002e116 < b Initial program 38.4%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f64100.0
Applied rewrites100.0%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites100.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* c a) -4.0 (* b b)))))
(if (<= b -5e+152)
(if (>= b 0.0)
(* (/ (+ (sqrt (fma -4.0 (* c a) (* b b))) b) a) -0.5)
(* c (/ -1.0 b)))
(if (<= b 9.5e+115)
(if (>= b 0.0) (* (+ t_0 b) (/ -0.5 a)) (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- (sqrt (* b b)) b)))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((c * a), -4.0, (b * b)));
double tmp_1;
if (b <= -5e+152) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = ((sqrt(fma(-4.0, (c * a), (b * b))) + b) / a) * -0.5;
} else {
tmp_2 = c * (-1.0 / b);
}
tmp_1 = tmp_2;
} else if (b <= 9.5e+115) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (t_0 + b) * (-0.5 / a);
} else {
tmp_3 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = -b / a;
} else {
tmp_1 = (c + c) / (sqrt((b * b)) - b);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= -5e+152) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(Float64(sqrt(fma(-4.0, Float64(c * a), Float64(b * b))) + b) / a) * -0.5); else tmp_2 = Float64(c * Float64(-1.0 / b)); end tmp_1 = tmp_2; elseif (b <= 9.5e+115) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(t_0 + b) * Float64(-0.5 / a)); else tmp_3 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = Float64(Float64(-b) / a); else tmp_1 = Float64(Float64(c + c) / Float64(sqrt(Float64(b * b)) - b)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -5e+152], If[GreaterEqual[b, 0.0], N[(N[(N[(N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] + b), $MachinePrecision] / a), $MachinePrecision] * -0.5), $MachinePrecision], N[(c * N[(-1.0 / b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 9.5e+115], If[GreaterEqual[b, 0.0], N[(N[(t$95$0 + b), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq -5 \cdot 10^{+152}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(-4, c \cdot a, b \cdot b\right)} + b}{a} \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;c \cdot \frac{-1}{b}\\
\end{array}\\
\mathbf{elif}\;b \leq 9.5 \cdot 10^{+115}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(t\_0 + b\right) \cdot \frac{-0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{b \cdot b} - b}\\
\end{array}
\end{array}
if b < -5e152Initial program 40.8%
Taylor expanded in a around 0
Applied rewrites40.8%
Applied rewrites40.8%
Taylor expanded in b around -inf
Applied rewrites99.7%
if -5e152 < b < 9.4999999999999997e115Initial program 91.1%
Taylor expanded in a around 0
Applied rewrites91.1%
Applied rewrites91.0%
if 9.4999999999999997e115 < b Initial program 38.4%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f64100.0
Applied rewrites100.0%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites100.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (* b b))))
(if (<= b -1.12e-73)
(if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- t_0 b)))
(if (<= b 4.1e-291)
(if (>= b 0.0)
(/ (+ b t_0) (* 2.0 (- a)))
(/ (* 2.0 c) (+ (- b) (sqrt (fabs (* (* c a) -4.0))))))
(if (>= b 0.0)
(fma (/ b a) -1.0 (/ c b))
(/ (* 2.0 c) (* -2.0 (/ (* c a) b))))))))
double code(double a, double b, double c) {
double t_0 = sqrt((b * b));
double tmp_1;
if (b <= -1.12e-73) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c + c) / (t_0 - b);
}
tmp_1 = tmp_2;
} else if (b <= 4.1e-291) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (b + t_0) / (2.0 * -a);
} else {
tmp_3 = (2.0 * c) / (-b + sqrt(fabs(((c * a) * -4.0))));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma((b / a), -1.0, (c / b));
} else {
tmp_1 = (2.0 * c) / (-2.0 * ((c * a) / b));
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(Float64(b * b)) tmp_1 = 0.0 if (b <= -1.12e-73) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c + c) / Float64(t_0 - b)); end tmp_1 = tmp_2; elseif (b <= 4.1e-291) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(b + t_0) / Float64(2.0 * Float64(-a))); else tmp_3 = Float64(Float64(2.0 * c) / Float64(Float64(-b) + sqrt(abs(Float64(Float64(c * a) * -4.0))))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(-2.0 * Float64(Float64(c * a) / b))); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, -1.12e-73], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 4.1e-291], If[GreaterEqual[b, 0.0], N[(N[(b + t$95$0), $MachinePrecision] / N[(2.0 * (-a)), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + N[Sqrt[N[Abs[N[(N[(c * a), $MachinePrecision] * -4.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * N[(N[(c * a), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{b \cdot b}\\
\mathbf{if}\;b \leq -1.12 \cdot 10^{-73}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 4.1 \cdot 10^{-291}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{b + t\_0}{2 \cdot \left(-a\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{\left|\left(c \cdot a\right) \cdot -4\right|}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot \frac{c \cdot a}{b}}\\
\end{array}
\end{array}
if b < -1.11999999999999995e-73Initial program 70.6%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6470.6
Applied rewrites70.6%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6460.9
Applied rewrites60.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6460.9
Applied rewrites60.9%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites60.9%
if -1.11999999999999995e-73 < b < 4.1e-291Initial program 87.8%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6483.2
Applied rewrites83.2%
rem-square-sqrtN/A
sqrt-unprodN/A
rem-sqrt-squareN/A
lower-fabs.f6483.6
Applied rewrites83.6%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6478.8
Applied rewrites78.8%
if 4.1e-291 < b Initial program 64.2%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6474.5
Applied rewrites74.5%
Taylor expanded in a around 0
lower-*.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f6474.5
Applied rewrites74.5%
Final simplification70.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (/ (* c a) b)))
(if (<= b -4.8e-74)
(if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- (sqrt (* b b)) b)))
(if (<= b 2e-305)
(if (>= b 0.0)
(/ (* 2.0 (- t_0 b)) (* 2.0 a))
(/ (+ c c) (+ (- b) (sqrt (* -4.0 (* c a))))))
(if (>= b 0.0)
(fma (/ b a) -1.0 (/ c b))
(/ (* 2.0 c) (* -2.0 t_0)))))))
double code(double a, double b, double c) {
double t_0 = (c * a) / b;
double tmp_1;
if (b <= -4.8e-74) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = -b / a;
} else {
tmp_2 = (c + c) / (sqrt((b * b)) - b);
}
tmp_1 = tmp_2;
} else if (b <= 2e-305) {
double tmp_3;
if (b >= 0.0) {
tmp_3 = (2.0 * (t_0 - b)) / (2.0 * a);
} else {
tmp_3 = (c + c) / (-b + sqrt((-4.0 * (c * a))));
}
tmp_1 = tmp_3;
} else if (b >= 0.0) {
tmp_1 = fma((b / a), -1.0, (c / b));
} else {
tmp_1 = (2.0 * c) / (-2.0 * t_0);
}
return tmp_1;
}
function code(a, b, c) t_0 = Float64(Float64(c * a) / b) tmp_1 = 0.0 if (b <= -4.8e-74) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(-b) / a); else tmp_2 = Float64(Float64(c + c) / Float64(sqrt(Float64(b * b)) - b)); end tmp_1 = tmp_2; elseif (b <= 2e-305) tmp_3 = 0.0 if (b >= 0.0) tmp_3 = Float64(Float64(2.0 * Float64(t_0 - b)) / Float64(2.0 * a)); else tmp_3 = Float64(Float64(c + c) / Float64(Float64(-b) + sqrt(Float64(-4.0 * Float64(c * a))))); end tmp_1 = tmp_3; elseif (b >= 0.0) tmp_1 = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp_1 = Float64(Float64(2.0 * c) / Float64(-2.0 * t_0)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * a), $MachinePrecision] / b), $MachinePrecision]}, If[LessEqual[b, -4.8e-74], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]], If[LessEqual[b, 2e-305], If[GreaterEqual[b, 0.0], N[(N[(2.0 * N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[((-b) + N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(-2.0 * t$95$0), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{c \cdot a}{b}\\
\mathbf{if}\;b \leq -4.8 \cdot 10^{-74}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{b \cdot b} - b}\\
\end{array}\\
\mathbf{elif}\;b \leq 2 \cdot 10^{-305}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{2 \cdot \left(t\_0 - b\right)}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\left(-b\right) + \sqrt{-4 \cdot \left(c \cdot a\right)}}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{-2 \cdot t\_0}\\
\end{array}
\end{array}
if b < -4.7999999999999998e-74Initial program 70.6%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6470.6
Applied rewrites70.6%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6460.9
Applied rewrites60.9%
lift-*.f64N/A
count-2-revN/A
lower-+.f6460.9
Applied rewrites60.9%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites60.9%
if -4.7999999999999998e-74 < b < 1.99999999999999999e-305Initial program 87.2%
Taylor expanded in a around inf
lower-*.f64N/A
*-commutativeN/A
lower-*.f6482.3
Applied rewrites82.3%
Taylor expanded in a around 0
distribute-lft-out--N/A
lower-*.f64N/A
lower--.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f6482.3
Applied rewrites82.3%
lift-*.f64N/A
count-2-revN/A
lower-+.f6482.3
Applied rewrites82.3%
if 1.99999999999999999e-305 < b Initial program 64.7%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6473.4
Applied rewrites73.4%
Taylor expanded in a around 0
lower-*.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f6473.4
Applied rewrites73.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* c a) -4.0 (* b b)))))
(if (<= b 9.5e+115)
(if (>= b 0.0) (* (+ t_0 b) (/ -0.5 a)) (/ (* 2.0 c) (- t_0 b)))
(if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- (sqrt (* b b)) b))))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((c * a), -4.0, (b * b)));
double tmp_1;
if (b <= 9.5e+115) {
double tmp_2;
if (b >= 0.0) {
tmp_2 = (t_0 + b) * (-0.5 / a);
} else {
tmp_2 = (2.0 * c) / (t_0 - b);
}
tmp_1 = tmp_2;
} else if (b >= 0.0) {
tmp_1 = -b / a;
} else {
tmp_1 = (c + c) / (sqrt((b * b)) - b);
}
return tmp_1;
}
function code(a, b, c) t_0 = sqrt(fma(Float64(c * a), -4.0, Float64(b * b))) tmp_1 = 0.0 if (b <= 9.5e+115) tmp_2 = 0.0 if (b >= 0.0) tmp_2 = Float64(Float64(t_0 + b) * Float64(-0.5 / a)); else tmp_2 = Float64(Float64(2.0 * c) / Float64(t_0 - b)); end tmp_1 = tmp_2; elseif (b >= 0.0) tmp_1 = Float64(Float64(-b) / a); else tmp_1 = Float64(Float64(c + c) / Float64(sqrt(Float64(b * b)) - b)); end return tmp_1 end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(c * a), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[b, 9.5e+115], If[GreaterEqual[b, 0.0], N[(N[(t$95$0 + b), $MachinePrecision] * N[(-0.5 / a), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(t$95$0 - b), $MachinePrecision]), $MachinePrecision]], If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(c \cdot a, -4, b \cdot b\right)}\\
\mathbf{if}\;b \leq 9.5 \cdot 10^{+115}:\\
\;\;\;\;\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(t\_0 + b\right) \cdot \frac{-0.5}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{t\_0 - b}\\
\end{array}\\
\mathbf{elif}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{b \cdot b} - b}\\
\end{array}
\end{array}
if b < 9.4999999999999997e115Initial program 79.6%
Taylor expanded in a around 0
Applied rewrites79.6%
Applied rewrites79.6%
if 9.4999999999999997e115 < b Initial program 38.4%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f64100.0
Applied rewrites100.0%
Taylor expanded in a around 0
unpow2N/A
lower-*.f64100.0
Applied rewrites100.0%
lift-*.f64N/A
count-2-revN/A
lower-+.f64100.0
Applied rewrites100.0%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites100.0%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (* (* (fma (/ c (* b b)) -2.0 (/ 2.0 a)) b) -0.5) (/ (* 2.0 c) (- (sqrt (fma -4.0 (* c a) (* b b))) b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = (fma((c / (b * b)), -2.0, (2.0 / a)) * b) * -0.5;
} else {
tmp = (2.0 * c) / (sqrt(fma(-4.0, (c * a), (b * b))) - b);
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(fma(Float64(c / Float64(b * b)), -2.0, Float64(2.0 / a)) * b) * -0.5); else tmp = Float64(Float64(2.0 * c) / Float64(sqrt(fma(-4.0, Float64(c * a), Float64(b * b))) - b)); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(N[(N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] * -2.0 + N[(2.0 / a), $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision] * -0.5), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[(N[Sqrt[N[(-4.0 * N[(c * a), $MachinePrecision] + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\left(\mathsf{fma}\left(\frac{c}{b \cdot b}, -2, \frac{2}{a}\right) \cdot b\right) \cdot -0.5\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\sqrt{\mathsf{fma}\left(-4, c \cdot a, b \cdot b\right)} - b}\\
\end{array}
\end{array}
Initial program 70.1%
Taylor expanded in a around 0
Applied rewrites70.1%
Taylor expanded in b around inf
Applied rewrites73.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (fma (/ b a) -1.0 (/ c b)) (/ (* 2.0 c) (+ (- b) (sqrt (* b b))))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = fma((b / a), -1.0, (c / b));
} else {
tmp = (2.0 * c) / (-b + sqrt((b * b)));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = fma(Float64(b / a), -1.0, Float64(c / b)); else tmp = Float64(Float64(2.0 * c) / Float64(Float64(-b) + sqrt(Float64(b * b)))); end return tmp end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[(N[(b / a), $MachinePrecision] * -1.0 + N[(c / b), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 * c), $MachinePrecision] / N[((-b) + N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\mathsf{fma}\left(\frac{b}{a}, -1, \frac{c}{b}\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2 \cdot c}{\left(-b\right) + \sqrt{b \cdot b}}\\
\end{array}
\end{array}
Initial program 70.1%
Taylor expanded in c around 0
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6474.4
Applied rewrites74.4%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6459.7
Applied rewrites59.7%
(FPCore (a b c) :precision binary64 (if (>= b 0.0) (/ (- b) a) (/ (+ c c) (- (sqrt (* b b)) b))))
double code(double a, double b, double c) {
double tmp;
if (b >= 0.0) {
tmp = -b / a;
} else {
tmp = (c + c) / (sqrt((b * b)) - b);
}
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 = (c + c) / (sqrt((b * b)) - b)
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 = (c + c) / (Math.sqrt((b * b)) - b);
}
return tmp;
}
def code(a, b, c): tmp = 0 if b >= 0.0: tmp = -b / a else: tmp = (c + c) / (math.sqrt((b * b)) - b) return tmp
function code(a, b, c) tmp = 0.0 if (b >= 0.0) tmp = Float64(Float64(-b) / a); else tmp = Float64(Float64(c + c) / Float64(sqrt(Float64(b * b)) - b)); end return tmp end
function tmp_2 = code(a, b, c) tmp = 0.0; if (b >= 0.0) tmp = -b / a; else tmp = (c + c) / (sqrt((b * b)) - b); end tmp_2 = tmp; end
code[a_, b_, c_] := If[GreaterEqual[b, 0.0], N[((-b) / a), $MachinePrecision], N[(N[(c + c), $MachinePrecision] / N[(N[Sqrt[N[(b * b), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;b \geq 0:\\
\;\;\;\;\frac{-b}{a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c + c}{\sqrt{b \cdot b} - b}\\
\end{array}
\end{array}
Initial program 70.1%
Taylor expanded in a around 0
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6474.1
Applied rewrites74.1%
Taylor expanded in a around 0
unpow2N/A
lower-*.f6459.4
Applied rewrites59.4%
lift-*.f64N/A
count-2-revN/A
lower-+.f6459.4
Applied rewrites59.4%
lift-+.f64N/A
+-commutativeN/A
lift-neg.f64N/A
rem-square-sqrtN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
distribute-rgt-neg-inN/A
fp-cancel-sign-sub-invN/A
sqr-neg-revN/A
lift-sqrt.f64N/A
lift-sqrt.f64N/A
sqrt-unprodN/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqrt-prodN/A
rem-square-sqrtN/A
rem-square-sqrtN/A
sqrt-prodN/A
Applied rewrites59.4%
herbie shell --seed 2024351
(FPCore (a b c)
:name "jeff quadratic root 1"
:precision binary64
(if (>= b 0.0) (/ (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) (/ (* 2.0 c) (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))))