
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
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
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\end{array}
Herbie found 16 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
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
code = (-b + sqrt(((b * b) - ((3.0d0 * a) * c)))) / (3.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a); end
code[a_, b_, c_] := N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a}
\end{array}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b)))
(t_1 (pow t_0 1.5))
(t_2 (pow (- b) 3.0))
(t_3 (sqrt t_0))
(t_4 (* t_3 t_3))
(t_5 (fma -6.0 c (* -3.0 c)))
(t_6 (- (fma 9.0 (* c c) (* 18.0 (* c c))) (* 0.25 (pow t_5 2.0))))
(t_7 (- (* -27.0 (pow c 3.0)) (* 0.5 (* t_5 t_6)))))
(if (<= b 0.082)
(/
(/
(/
(+ (pow t_2 3.0) (pow t_1 3.0))
(fma t_2 t_2 (- (* t_1 t_1) (* t_2 t_1))))
(fma
b
b
(- t_4 (* (- b) (sqrt (fma (* -3.0 a) c (exp (* (log b) 2.0))))))))
(* 3.0 a))
(/
(/
(*
b
(*
a
(fma
0.5
t_5
(*
a
(fma
0.5
(/ t_6 (* b b))
(*
a
(fma
-0.5
(/
(* a (fma 0.25 (pow t_6 2.0) (* 0.5 (* t_5 t_7))))
(pow b 6.0))
(* 0.5 (/ t_7 (pow b 4.0))))))))))
(fma b b (- t_4 (* (- b) t_3))))
(* 3.0 a)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = pow(t_0, 1.5);
double t_2 = pow(-b, 3.0);
double t_3 = sqrt(t_0);
double t_4 = t_3 * t_3;
double t_5 = fma(-6.0, c, (-3.0 * c));
double t_6 = fma(9.0, (c * c), (18.0 * (c * c))) - (0.25 * pow(t_5, 2.0));
double t_7 = (-27.0 * pow(c, 3.0)) - (0.5 * (t_5 * t_6));
double tmp;
if (b <= 0.082) {
tmp = (((pow(t_2, 3.0) + pow(t_1, 3.0)) / fma(t_2, t_2, ((t_1 * t_1) - (t_2 * t_1)))) / fma(b, b, (t_4 - (-b * sqrt(fma((-3.0 * a), c, exp((log(b) * 2.0)))))))) / (3.0 * a);
} else {
tmp = ((b * (a * fma(0.5, t_5, (a * fma(0.5, (t_6 / (b * b)), (a * fma(-0.5, ((a * fma(0.25, pow(t_6, 2.0), (0.5 * (t_5 * t_7)))) / pow(b, 6.0)), (0.5 * (t_7 / pow(b, 4.0)))))))))) / fma(b, b, (t_4 - (-b * t_3)))) / (3.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = t_0 ^ 1.5 t_2 = Float64(-b) ^ 3.0 t_3 = sqrt(t_0) t_4 = Float64(t_3 * t_3) t_5 = fma(-6.0, c, Float64(-3.0 * c)) t_6 = Float64(fma(9.0, Float64(c * c), Float64(18.0 * Float64(c * c))) - Float64(0.25 * (t_5 ^ 2.0))) t_7 = Float64(Float64(-27.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_5 * t_6))) tmp = 0.0 if (b <= 0.082) tmp = Float64(Float64(Float64(Float64((t_2 ^ 3.0) + (t_1 ^ 3.0)) / fma(t_2, t_2, Float64(Float64(t_1 * t_1) - Float64(t_2 * t_1)))) / fma(b, b, Float64(t_4 - Float64(Float64(-b) * sqrt(fma(Float64(-3.0 * a), c, exp(Float64(log(b) * 2.0)))))))) / Float64(3.0 * a)); else tmp = Float64(Float64(Float64(b * Float64(a * fma(0.5, t_5, Float64(a * fma(0.5, Float64(t_6 / Float64(b * b)), Float64(a * fma(-0.5, Float64(Float64(a * fma(0.25, (t_6 ^ 2.0), Float64(0.5 * Float64(t_5 * t_7)))) / (b ^ 6.0)), Float64(0.5 * Float64(t_7 / (b ^ 4.0)))))))))) / fma(b, b, Float64(t_4 - Float64(Float64(-b) * t_3)))) / Float64(3.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Power[t$95$0, 1.5], $MachinePrecision]}, Block[{t$95$2 = N[Power[(-b), 3.0], $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[t$95$0], $MachinePrecision]}, Block[{t$95$4 = N[(t$95$3 * t$95$3), $MachinePrecision]}, Block[{t$95$5 = N[(-6.0 * c + N[(-3.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = N[(N[(9.0 * N[(c * c), $MachinePrecision] + N[(18.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$5, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$7 = N[(N[(-27.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$5 * t$95$6), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[b, 0.082], N[(N[(N[(N[(N[Power[t$95$2, 3.0], $MachinePrecision] + N[Power[t$95$1, 3.0], $MachinePrecision]), $MachinePrecision] / N[(t$95$2 * t$95$2 + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[(t$95$2 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(t$95$4 - N[((-b) * N[Sqrt[N[(N[(-3.0 * a), $MachinePrecision] * c + N[Exp[N[(N[Log[b], $MachinePrecision] * 2.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(b * N[(a * N[(0.5 * t$95$5 + N[(a * N[(0.5 * N[(t$95$6 / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(a * N[(-0.5 * N[(N[(a * N[(0.25 * N[Power[t$95$6, 2.0], $MachinePrecision] + N[(0.5 * N[(t$95$5 * t$95$7), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$7 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(t$95$4 - N[((-b) * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := {t\_0}^{1.5}\\
t_2 := {\left(-b\right)}^{3}\\
t_3 := \sqrt{t\_0}\\
t_4 := t\_3 \cdot t\_3\\
t_5 := \mathsf{fma}\left(-6, c, -3 \cdot c\right)\\
t_6 := \mathsf{fma}\left(9, c \cdot c, 18 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_5}^{2}\\
t_7 := -27 \cdot {c}^{3} - 0.5 \cdot \left(t\_5 \cdot t\_6\right)\\
\mathbf{if}\;b \leq 0.082:\\
\;\;\;\;\frac{\frac{\frac{{t\_2}^{3} + {t\_1}^{3}}{\mathsf{fma}\left(t\_2, t\_2, t\_1 \cdot t\_1 - t\_2 \cdot t\_1\right)}}{\mathsf{fma}\left(b, b, t\_4 - \left(-b\right) \cdot \sqrt{\mathsf{fma}\left(-3 \cdot a, c, e^{\log b \cdot 2}\right)}\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{b \cdot \left(a \cdot \mathsf{fma}\left(0.5, t\_5, a \cdot \mathsf{fma}\left(0.5, \frac{t\_6}{b \cdot b}, a \cdot \mathsf{fma}\left(-0.5, \frac{a \cdot \mathsf{fma}\left(0.25, {t\_6}^{2}, 0.5 \cdot \left(t\_5 \cdot t\_7\right)\right)}{{b}^{6}}, 0.5 \cdot \frac{t\_7}{{b}^{4}}\right)\right)\right)\right)}{\mathsf{fma}\left(b, b, t\_4 - \left(-b\right) \cdot t\_3\right)}}{3 \cdot a}\\
\end{array}
\end{array}
if b < 0.0820000000000000034Initial program 84.5%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites84.4%
lift-*.f64N/A
pow2N/A
pow-to-expN/A
lower-exp.f64N/A
lower-*.f64N/A
lower-log.f6484.3
Applied rewrites84.3%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites85.1%
if 0.0820000000000000034 < b Initial program 52.1%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites52.0%
Taylor expanded in b around inf
Applied rewrites92.8%
Taylor expanded in a around 0
Applied rewrites92.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -6.0 c (* -3.0 c)))
(t_1 (- (fma 9.0 (* c c) (* 18.0 (* c c))) (* 0.25 (pow t_0 2.0))))
(t_2 (- (* -27.0 (pow c 3.0)) (* 0.5 (* t_0 t_1))))
(t_3 (sqrt (fma (* -3.0 a) c (* b b)))))
(/
(/
(*
b
(*
a
(fma
0.5
t_0
(*
a
(fma
0.5
(/ t_1 (* b b))
(*
a
(fma
-0.5
(/ (* a (fma 0.25 (pow t_1 2.0) (* 0.5 (* t_0 t_2)))) (pow b 6.0))
(* 0.5 (/ t_2 (pow b 4.0))))))))))
(fma
b
b
(-
(*
t_3
(+
b
(*
c
(fma
-1.5
(/ a b)
(*
c
(fma
-1.6875
(/ (* (pow a 3.0) c) (pow b 5.0))
(* -1.125 (/ (* a a) (pow b 3.0)))))))))
(* (- b) t_3))))
(* 3.0 a))))
double code(double a, double b, double c) {
double t_0 = fma(-6.0, c, (-3.0 * c));
double t_1 = fma(9.0, (c * c), (18.0 * (c * c))) - (0.25 * pow(t_0, 2.0));
double t_2 = (-27.0 * pow(c, 3.0)) - (0.5 * (t_0 * t_1));
double t_3 = sqrt(fma((-3.0 * a), c, (b * b)));
return ((b * (a * fma(0.5, t_0, (a * fma(0.5, (t_1 / (b * b)), (a * fma(-0.5, ((a * fma(0.25, pow(t_1, 2.0), (0.5 * (t_0 * t_2)))) / pow(b, 6.0)), (0.5 * (t_2 / pow(b, 4.0)))))))))) / fma(b, b, ((t_3 * (b + (c * fma(-1.5, (a / b), (c * fma(-1.6875, ((pow(a, 3.0) * c) / pow(b, 5.0)), (-1.125 * ((a * a) / pow(b, 3.0))))))))) - (-b * t_3)))) / (3.0 * a);
}
function code(a, b, c) t_0 = fma(-6.0, c, Float64(-3.0 * c)) t_1 = Float64(fma(9.0, Float64(c * c), Float64(18.0 * Float64(c * c))) - Float64(0.25 * (t_0 ^ 2.0))) t_2 = Float64(Float64(-27.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_0 * t_1))) t_3 = sqrt(fma(Float64(-3.0 * a), c, Float64(b * b))) return Float64(Float64(Float64(b * Float64(a * fma(0.5, t_0, Float64(a * fma(0.5, Float64(t_1 / Float64(b * b)), Float64(a * fma(-0.5, Float64(Float64(a * fma(0.25, (t_1 ^ 2.0), Float64(0.5 * Float64(t_0 * t_2)))) / (b ^ 6.0)), Float64(0.5 * Float64(t_2 / (b ^ 4.0)))))))))) / fma(b, b, Float64(Float64(t_3 * Float64(b + Float64(c * fma(-1.5, Float64(a / b), Float64(c * fma(-1.6875, Float64(Float64((a ^ 3.0) * c) / (b ^ 5.0)), Float64(-1.125 * Float64(Float64(a * a) / (b ^ 3.0))))))))) - Float64(Float64(-b) * t_3)))) / Float64(3.0 * a)) end
code[a_, b_, c_] := Block[{t$95$0 = N[(-6.0 * c + N[(-3.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(9.0 * N[(c * c), $MachinePrecision] + N[(18.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-27.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, N[(N[(N[(b * N[(a * N[(0.5 * t$95$0 + N[(a * N[(0.5 * N[(t$95$1 / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(a * N[(-0.5 * N[(N[(a * N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision] + N[(0.5 * N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$2 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$3 * N[(b + N[(c * N[(-1.5 * N[(a / b), $MachinePrecision] + N[(c * N[(-1.6875 * N[(N[(N[Power[a, 3.0], $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(-1.125 * N[(N[(a * a), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[((-b) * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-6, c, -3 \cdot c\right)\\
t_1 := \mathsf{fma}\left(9, c \cdot c, 18 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_0}^{2}\\
t_2 := -27 \cdot {c}^{3} - 0.5 \cdot \left(t\_0 \cdot t\_1\right)\\
t_3 := \sqrt{\mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)}\\
\frac{\frac{b \cdot \left(a \cdot \mathsf{fma}\left(0.5, t\_0, a \cdot \mathsf{fma}\left(0.5, \frac{t\_1}{b \cdot b}, a \cdot \mathsf{fma}\left(-0.5, \frac{a \cdot \mathsf{fma}\left(0.25, {t\_1}^{2}, 0.5 \cdot \left(t\_0 \cdot t\_2\right)\right)}{{b}^{6}}, 0.5 \cdot \frac{t\_2}{{b}^{4}}\right)\right)\right)\right)}{\mathsf{fma}\left(b, b, t\_3 \cdot \left(b + c \cdot \mathsf{fma}\left(-1.5, \frac{a}{b}, c \cdot \mathsf{fma}\left(-1.6875, \frac{{a}^{3} \cdot c}{{b}^{5}}, -1.125 \cdot \frac{a \cdot a}{{b}^{3}}\right)\right)\right) - \left(-b\right) \cdot t\_3\right)}}{3 \cdot a}
\end{array}
\end{array}
Initial program 55.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites55.3%
Taylor expanded in b around inf
Applied rewrites91.1%
Taylor expanded in c around 0
lower-+.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lift-/.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
Applied rewrites91.4%
Taylor expanded in a around 0
Applied rewrites91.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -3.0 a) c (* b b))))
(t_1 (fma -6.0 c (* -3.0 c)))
(t_2 (- (fma 9.0 (* c c) (* 18.0 (* c c))) (* 0.25 (pow t_1 2.0))))
(t_3 (- (* -27.0 (pow c 3.0)) (* 0.5 (* t_1 t_2)))))
(/
(/
(*
a
(fma
0.5
(* b t_1)
(*
a
(fma
0.5
(/ t_2 b)
(*
a
(fma
-0.5
(/ (* a (fma 0.25 (pow t_2 2.0) (* 0.5 (* t_1 t_3)))) (pow b 5.0))
(* 0.5 (/ t_3 (pow b 3.0)))))))))
(fma
b
b
(-
(*
t_0
(+
b
(*
c
(fma
-1.5
(/ a b)
(*
c
(fma
-1.6875
(/ (* (pow a 3.0) c) (pow b 5.0))
(* -1.125 (/ (* a a) (pow b 3.0)))))))))
(* (- b) t_0))))
(* 3.0 a))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-3.0 * a), c, (b * b)));
double t_1 = fma(-6.0, c, (-3.0 * c));
double t_2 = fma(9.0, (c * c), (18.0 * (c * c))) - (0.25 * pow(t_1, 2.0));
double t_3 = (-27.0 * pow(c, 3.0)) - (0.5 * (t_1 * t_2));
return ((a * fma(0.5, (b * t_1), (a * fma(0.5, (t_2 / b), (a * fma(-0.5, ((a * fma(0.25, pow(t_2, 2.0), (0.5 * (t_1 * t_3)))) / pow(b, 5.0)), (0.5 * (t_3 / pow(b, 3.0))))))))) / fma(b, b, ((t_0 * (b + (c * fma(-1.5, (a / b), (c * fma(-1.6875, ((pow(a, 3.0) * c) / pow(b, 5.0)), (-1.125 * ((a * a) / pow(b, 3.0))))))))) - (-b * t_0)))) / (3.0 * a);
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-3.0 * a), c, Float64(b * b))) t_1 = fma(-6.0, c, Float64(-3.0 * c)) t_2 = Float64(fma(9.0, Float64(c * c), Float64(18.0 * Float64(c * c))) - Float64(0.25 * (t_1 ^ 2.0))) t_3 = Float64(Float64(-27.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_1 * t_2))) return Float64(Float64(Float64(a * fma(0.5, Float64(b * t_1), Float64(a * fma(0.5, Float64(t_2 / b), Float64(a * fma(-0.5, Float64(Float64(a * fma(0.25, (t_2 ^ 2.0), Float64(0.5 * Float64(t_1 * t_3)))) / (b ^ 5.0)), Float64(0.5 * Float64(t_3 / (b ^ 3.0))))))))) / fma(b, b, Float64(Float64(t_0 * Float64(b + Float64(c * fma(-1.5, Float64(a / b), Float64(c * fma(-1.6875, Float64(Float64((a ^ 3.0) * c) / (b ^ 5.0)), Float64(-1.125 * Float64(Float64(a * a) / (b ^ 3.0))))))))) - Float64(Float64(-b) * t_0)))) / Float64(3.0 * a)) end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(-6.0 * c + N[(-3.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(9.0 * N[(c * c), $MachinePrecision] + N[(18.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(-27.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$1 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(a * N[(0.5 * N[(b * t$95$1), $MachinePrecision] + N[(a * N[(0.5 * N[(t$95$2 / b), $MachinePrecision] + N[(a * N[(-0.5 * N[(N[(a * N[(0.25 * N[Power[t$95$2, 2.0], $MachinePrecision] + N[(0.5 * N[(t$95$1 * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$3 / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$0 * N[(b + N[(c * N[(-1.5 * N[(a / b), $MachinePrecision] + N[(c * N[(-1.6875 * N[(N[(N[Power[a, 3.0], $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(-1.125 * N[(N[(a * a), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[((-b) * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)}\\
t_1 := \mathsf{fma}\left(-6, c, -3 \cdot c\right)\\
t_2 := \mathsf{fma}\left(9, c \cdot c, 18 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_1}^{2}\\
t_3 := -27 \cdot {c}^{3} - 0.5 \cdot \left(t\_1 \cdot t\_2\right)\\
\frac{\frac{a \cdot \mathsf{fma}\left(0.5, b \cdot t\_1, a \cdot \mathsf{fma}\left(0.5, \frac{t\_2}{b}, a \cdot \mathsf{fma}\left(-0.5, \frac{a \cdot \mathsf{fma}\left(0.25, {t\_2}^{2}, 0.5 \cdot \left(t\_1 \cdot t\_3\right)\right)}{{b}^{5}}, 0.5 \cdot \frac{t\_3}{{b}^{3}}\right)\right)\right)}{\mathsf{fma}\left(b, b, t\_0 \cdot \left(b + c \cdot \mathsf{fma}\left(-1.5, \frac{a}{b}, c \cdot \mathsf{fma}\left(-1.6875, \frac{{a}^{3} \cdot c}{{b}^{5}}, -1.125 \cdot \frac{a \cdot a}{{b}^{3}}\right)\right)\right) - \left(-b\right) \cdot t\_0\right)}}{3 \cdot a}
\end{array}
\end{array}
Initial program 55.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites55.3%
Taylor expanded in b around inf
Applied rewrites91.1%
Taylor expanded in c around 0
lower-+.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lift-/.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
Applied rewrites91.4%
Taylor expanded in a around 0
Applied rewrites91.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma -6.0 c (* -3.0 c)))
(t_1 (- (fma 9.0 (* c c) (* 18.0 (* c c))) (* 0.25 (pow t_0 2.0))))
(t_2 (- (* -27.0 (pow c 3.0)) (* 0.5 (* t_0 t_1))))
(t_3 (sqrt (fma (* -3.0 a) c (* b b)))))
(/
(/
(*
b
(*
a
(fma
0.5
t_0
(*
a
(fma
0.5
(/ t_1 (* b b))
(*
a
(fma
-0.5
(/ (* a (fma 0.25 (pow t_1 2.0) (* 0.5 (* t_0 t_2)))) (pow b 6.0))
(* 0.5 (/ t_2 (pow b 4.0))))))))))
(fma b b (- (* t_3 t_3) (* (- b) t_3))))
(* 3.0 a))))
double code(double a, double b, double c) {
double t_0 = fma(-6.0, c, (-3.0 * c));
double t_1 = fma(9.0, (c * c), (18.0 * (c * c))) - (0.25 * pow(t_0, 2.0));
double t_2 = (-27.0 * pow(c, 3.0)) - (0.5 * (t_0 * t_1));
double t_3 = sqrt(fma((-3.0 * a), c, (b * b)));
return ((b * (a * fma(0.5, t_0, (a * fma(0.5, (t_1 / (b * b)), (a * fma(-0.5, ((a * fma(0.25, pow(t_1, 2.0), (0.5 * (t_0 * t_2)))) / pow(b, 6.0)), (0.5 * (t_2 / pow(b, 4.0)))))))))) / fma(b, b, ((t_3 * t_3) - (-b * t_3)))) / (3.0 * a);
}
function code(a, b, c) t_0 = fma(-6.0, c, Float64(-3.0 * c)) t_1 = Float64(fma(9.0, Float64(c * c), Float64(18.0 * Float64(c * c))) - Float64(0.25 * (t_0 ^ 2.0))) t_2 = Float64(Float64(-27.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_0 * t_1))) t_3 = sqrt(fma(Float64(-3.0 * a), c, Float64(b * b))) return Float64(Float64(Float64(b * Float64(a * fma(0.5, t_0, Float64(a * fma(0.5, Float64(t_1 / Float64(b * b)), Float64(a * fma(-0.5, Float64(Float64(a * fma(0.25, (t_1 ^ 2.0), Float64(0.5 * Float64(t_0 * t_2)))) / (b ^ 6.0)), Float64(0.5 * Float64(t_2 / (b ^ 4.0)))))))))) / fma(b, b, Float64(Float64(t_3 * t_3) - Float64(Float64(-b) * t_3)))) / Float64(3.0 * a)) end
code[a_, b_, c_] := Block[{t$95$0 = N[(-6.0 * c + N[(-3.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[(9.0 * N[(c * c), $MachinePrecision] + N[(18.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(-27.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, N[(N[(N[(b * N[(a * N[(0.5 * t$95$0 + N[(a * N[(0.5 * N[(t$95$1 / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(a * N[(-0.5 * N[(N[(a * N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision] + N[(0.5 * N[(t$95$0 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$2 / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$3 * t$95$3), $MachinePrecision] - N[((-b) * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-6, c, -3 \cdot c\right)\\
t_1 := \mathsf{fma}\left(9, c \cdot c, 18 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_0}^{2}\\
t_2 := -27 \cdot {c}^{3} - 0.5 \cdot \left(t\_0 \cdot t\_1\right)\\
t_3 := \sqrt{\mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)}\\
\frac{\frac{b \cdot \left(a \cdot \mathsf{fma}\left(0.5, t\_0, a \cdot \mathsf{fma}\left(0.5, \frac{t\_1}{b \cdot b}, a \cdot \mathsf{fma}\left(-0.5, \frac{a \cdot \mathsf{fma}\left(0.25, {t\_1}^{2}, 0.5 \cdot \left(t\_0 \cdot t\_2\right)\right)}{{b}^{6}}, 0.5 \cdot \frac{t\_2}{{b}^{4}}\right)\right)\right)\right)}{\mathsf{fma}\left(b, b, t\_3 \cdot t\_3 - \left(-b\right) \cdot t\_3\right)}}{3 \cdot a}
\end{array}
\end{array}
Initial program 55.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites55.3%
Taylor expanded in b around inf
Applied rewrites91.1%
Taylor expanded in a around 0
Applied rewrites91.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -3.0 a) c (* b b))))
(t_1 (fma -6.0 a (* -3.0 a)))
(t_2 (- (fma 9.0 (* a a) (* 18.0 (* a a))) (* 0.25 (pow t_1 2.0))))
(t_3 (- (* -27.0 (pow a 3.0)) (* 0.5 (* t_1 t_2)))))
(/
(/
(*
c
(fma
0.5
(* b t_1)
(*
c
(fma
0.5
(/ t_2 b)
(*
c
(fma
-0.5
(/ (* c (fma 0.25 (pow t_2 2.0) (* 0.5 (* t_1 t_3)))) (pow b 5.0))
(* 0.5 (/ t_3 (pow b 3.0)))))))))
(fma b b (- (* t_0 t_0) (* (- b) t_0))))
(* 3.0 a))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-3.0 * a), c, (b * b)));
double t_1 = fma(-6.0, a, (-3.0 * a));
double t_2 = fma(9.0, (a * a), (18.0 * (a * a))) - (0.25 * pow(t_1, 2.0));
double t_3 = (-27.0 * pow(a, 3.0)) - (0.5 * (t_1 * t_2));
return ((c * fma(0.5, (b * t_1), (c * fma(0.5, (t_2 / b), (c * fma(-0.5, ((c * fma(0.25, pow(t_2, 2.0), (0.5 * (t_1 * t_3)))) / pow(b, 5.0)), (0.5 * (t_3 / pow(b, 3.0))))))))) / fma(b, b, ((t_0 * t_0) - (-b * t_0)))) / (3.0 * a);
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-3.0 * a), c, Float64(b * b))) t_1 = fma(-6.0, a, Float64(-3.0 * a)) t_2 = Float64(fma(9.0, Float64(a * a), Float64(18.0 * Float64(a * a))) - Float64(0.25 * (t_1 ^ 2.0))) t_3 = Float64(Float64(-27.0 * (a ^ 3.0)) - Float64(0.5 * Float64(t_1 * t_2))) return Float64(Float64(Float64(c * fma(0.5, Float64(b * t_1), Float64(c * fma(0.5, Float64(t_2 / b), Float64(c * fma(-0.5, Float64(Float64(c * fma(0.25, (t_2 ^ 2.0), Float64(0.5 * Float64(t_1 * t_3)))) / (b ^ 5.0)), Float64(0.5 * Float64(t_3 / (b ^ 3.0))))))))) / fma(b, b, Float64(Float64(t_0 * t_0) - Float64(Float64(-b) * t_0)))) / Float64(3.0 * a)) end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(-6.0 * a + N[(-3.0 * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(9.0 * N[(a * a), $MachinePrecision] + N[(18.0 * N[(a * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(-27.0 * N[Power[a, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$1 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(c * N[(0.5 * N[(b * t$95$1), $MachinePrecision] + N[(c * N[(0.5 * N[(t$95$2 / b), $MachinePrecision] + N[(c * N[(-0.5 * N[(N[(c * N[(0.25 * N[Power[t$95$2, 2.0], $MachinePrecision] + N[(0.5 * N[(t$95$1 * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$3 / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$0 * t$95$0), $MachinePrecision] - N[((-b) * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)}\\
t_1 := \mathsf{fma}\left(-6, a, -3 \cdot a\right)\\
t_2 := \mathsf{fma}\left(9, a \cdot a, 18 \cdot \left(a \cdot a\right)\right) - 0.25 \cdot {t\_1}^{2}\\
t_3 := -27 \cdot {a}^{3} - 0.5 \cdot \left(t\_1 \cdot t\_2\right)\\
\frac{\frac{c \cdot \mathsf{fma}\left(0.5, b \cdot t\_1, c \cdot \mathsf{fma}\left(0.5, \frac{t\_2}{b}, c \cdot \mathsf{fma}\left(-0.5, \frac{c \cdot \mathsf{fma}\left(0.25, {t\_2}^{2}, 0.5 \cdot \left(t\_1 \cdot t\_3\right)\right)}{{b}^{5}}, 0.5 \cdot \frac{t\_3}{{b}^{3}}\right)\right)\right)}{\mathsf{fma}\left(b, b, t\_0 \cdot t\_0 - \left(-b\right) \cdot t\_0\right)}}{3 \cdot a}
\end{array}
\end{array}
Initial program 55.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites55.3%
Taylor expanded in b around inf
Applied rewrites91.1%
Taylor expanded in c around 0
Applied rewrites91.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (sqrt (fma (* -3.0 a) c (* b b))))
(t_1 (fma -6.0 c (* -3.0 c)))
(t_2 (- (fma 9.0 (* c c) (* 18.0 (* c c))) (* 0.25 (pow t_1 2.0))))
(t_3 (- (* -27.0 (pow c 3.0)) (* 0.5 (* t_1 t_2)))))
(/
(/
(*
a
(fma
0.5
(* b t_1)
(*
a
(fma
0.5
(/ t_2 b)
(*
a
(fma
-0.5
(/ (* a (fma 0.25 (pow t_2 2.0) (* 0.5 (* t_1 t_3)))) (pow b 5.0))
(* 0.5 (/ t_3 (pow b 3.0)))))))))
(fma b b (- (* t_0 t_0) (* (- b) t_0))))
(* 3.0 a))))
double code(double a, double b, double c) {
double t_0 = sqrt(fma((-3.0 * a), c, (b * b)));
double t_1 = fma(-6.0, c, (-3.0 * c));
double t_2 = fma(9.0, (c * c), (18.0 * (c * c))) - (0.25 * pow(t_1, 2.0));
double t_3 = (-27.0 * pow(c, 3.0)) - (0.5 * (t_1 * t_2));
return ((a * fma(0.5, (b * t_1), (a * fma(0.5, (t_2 / b), (a * fma(-0.5, ((a * fma(0.25, pow(t_2, 2.0), (0.5 * (t_1 * t_3)))) / pow(b, 5.0)), (0.5 * (t_3 / pow(b, 3.0))))))))) / fma(b, b, ((t_0 * t_0) - (-b * t_0)))) / (3.0 * a);
}
function code(a, b, c) t_0 = sqrt(fma(Float64(-3.0 * a), c, Float64(b * b))) t_1 = fma(-6.0, c, Float64(-3.0 * c)) t_2 = Float64(fma(9.0, Float64(c * c), Float64(18.0 * Float64(c * c))) - Float64(0.25 * (t_1 ^ 2.0))) t_3 = Float64(Float64(-27.0 * (c ^ 3.0)) - Float64(0.5 * Float64(t_1 * t_2))) return Float64(Float64(Float64(a * fma(0.5, Float64(b * t_1), Float64(a * fma(0.5, Float64(t_2 / b), Float64(a * fma(-0.5, Float64(Float64(a * fma(0.25, (t_2 ^ 2.0), Float64(0.5 * Float64(t_1 * t_3)))) / (b ^ 5.0)), Float64(0.5 * Float64(t_3 / (b ^ 3.0))))))))) / fma(b, b, Float64(Float64(t_0 * t_0) - Float64(Float64(-b) * t_0)))) / Float64(3.0 * a)) end
code[a_, b_, c_] := Block[{t$95$0 = N[Sqrt[N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(-6.0 * c + N[(-3.0 * c), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(9.0 * N[(c * c), $MachinePrecision] + N[(18.0 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.25 * N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(-27.0 * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] - N[(0.5 * N[(t$95$1 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(a * N[(0.5 * N[(b * t$95$1), $MachinePrecision] + N[(a * N[(0.5 * N[(t$95$2 / b), $MachinePrecision] + N[(a * N[(-0.5 * N[(N[(a * N[(0.25 * N[Power[t$95$2, 2.0], $MachinePrecision] + N[(0.5 * N[(t$95$1 * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision] + N[(0.5 * N[(t$95$3 / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$0 * t$95$0), $MachinePrecision] - N[((-b) * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{\mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)}\\
t_1 := \mathsf{fma}\left(-6, c, -3 \cdot c\right)\\
t_2 := \mathsf{fma}\left(9, c \cdot c, 18 \cdot \left(c \cdot c\right)\right) - 0.25 \cdot {t\_1}^{2}\\
t_3 := -27 \cdot {c}^{3} - 0.5 \cdot \left(t\_1 \cdot t\_2\right)\\
\frac{\frac{a \cdot \mathsf{fma}\left(0.5, b \cdot t\_1, a \cdot \mathsf{fma}\left(0.5, \frac{t\_2}{b}, a \cdot \mathsf{fma}\left(-0.5, \frac{a \cdot \mathsf{fma}\left(0.25, {t\_2}^{2}, 0.5 \cdot \left(t\_1 \cdot t\_3\right)\right)}{{b}^{5}}, 0.5 \cdot \frac{t\_3}{{b}^{3}}\right)\right)\right)}{\mathsf{fma}\left(b, b, t\_0 \cdot t\_0 - \left(-b\right) \cdot t\_0\right)}}{3 \cdot a}
\end{array}
\end{array}
Initial program 55.4%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites55.3%
Taylor expanded in b around inf
Applied rewrites91.1%
Taylor expanded in a around 0
Applied rewrites91.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b)))
(t_1 (pow t_0 1.5))
(t_2 (pow (- b) 3.0))
(t_3 (sqrt t_0)))
(if (<= b 0.082)
(/
(/
(/
(+ (pow t_2 3.0) (pow t_1 3.0))
(fma t_2 t_2 (- (* t_1 t_1) (* t_2 t_1))))
(fma b b (- (* t_3 t_3) (* (- b) t_3))))
(* 3.0 a))
(fma
(*
(* c c)
(-
(*
c
(fma
-1.0546875
(/ (* (* a a) c) (pow b 7.0))
(* -0.5625 (/ a (pow b 5.0)))))
(* 0.375 (pow b -3.0))))
a
(* (/ c b) -0.5)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = pow(t_0, 1.5);
double t_2 = pow(-b, 3.0);
double t_3 = sqrt(t_0);
double tmp;
if (b <= 0.082) {
tmp = (((pow(t_2, 3.0) + pow(t_1, 3.0)) / fma(t_2, t_2, ((t_1 * t_1) - (t_2 * t_1)))) / fma(b, b, ((t_3 * t_3) - (-b * t_3)))) / (3.0 * a);
} else {
tmp = fma(((c * c) * ((c * fma(-1.0546875, (((a * a) * c) / pow(b, 7.0)), (-0.5625 * (a / pow(b, 5.0))))) - (0.375 * pow(b, -3.0)))), a, ((c / b) * -0.5));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = t_0 ^ 1.5 t_2 = Float64(-b) ^ 3.0 t_3 = sqrt(t_0) tmp = 0.0 if (b <= 0.082) tmp = Float64(Float64(Float64(Float64((t_2 ^ 3.0) + (t_1 ^ 3.0)) / fma(t_2, t_2, Float64(Float64(t_1 * t_1) - Float64(t_2 * t_1)))) / fma(b, b, Float64(Float64(t_3 * t_3) - Float64(Float64(-b) * t_3)))) / Float64(3.0 * a)); else tmp = fma(Float64(Float64(c * c) * Float64(Float64(c * fma(-1.0546875, Float64(Float64(Float64(a * a) * c) / (b ^ 7.0)), Float64(-0.5625 * Float64(a / (b ^ 5.0))))) - Float64(0.375 * (b ^ -3.0)))), a, Float64(Float64(c / b) * -0.5)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Power[t$95$0, 1.5], $MachinePrecision]}, Block[{t$95$2 = N[Power[(-b), 3.0], $MachinePrecision]}, Block[{t$95$3 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[b, 0.082], N[(N[(N[(N[(N[Power[t$95$2, 3.0], $MachinePrecision] + N[Power[t$95$1, 3.0], $MachinePrecision]), $MachinePrecision] / N[(t$95$2 * t$95$2 + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[(t$95$2 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$3 * t$95$3), $MachinePrecision] - N[((-b) * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * c), $MachinePrecision] * N[(N[(c * N[(-1.0546875 * N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision] + N[(-0.5625 * N[(a / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.375 * N[Power[b, -3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * a + N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := {t\_0}^{1.5}\\
t_2 := {\left(-b\right)}^{3}\\
t_3 := \sqrt{t\_0}\\
\mathbf{if}\;b \leq 0.082:\\
\;\;\;\;\frac{\frac{\frac{{t\_2}^{3} + {t\_1}^{3}}{\mathsf{fma}\left(t\_2, t\_2, t\_1 \cdot t\_1 - t\_2 \cdot t\_1\right)}}{\mathsf{fma}\left(b, b, t\_3 \cdot t\_3 - \left(-b\right) \cdot t\_3\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\left(c \cdot c\right) \cdot \left(c \cdot \mathsf{fma}\left(-1.0546875, \frac{\left(a \cdot a\right) \cdot c}{{b}^{7}}, -0.5625 \cdot \frac{a}{{b}^{5}}\right) - 0.375 \cdot {b}^{-3}\right), a, \frac{c}{b} \cdot -0.5\right)\\
\end{array}
\end{array}
if b < 0.0820000000000000034Initial program 84.5%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites84.4%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites85.2%
if 0.0820000000000000034 < b Initial program 52.1%
Taylor expanded in a around 0
Applied rewrites92.7%
Taylor expanded in c around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites92.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b))) (t_1 (sqrt t_0)))
(if (<= b 0.082)
(/
(/
(fma (* b b) (- b) (* t_0 t_1))
(fma b b (- (* t_1 t_1) (* (- b) t_1))))
(* 3.0 a))
(fma
(*
(* c c)
(-
(*
c
(fma
-1.0546875
(/ (* (* a a) c) (pow b 7.0))
(* -0.5625 (/ a (pow b 5.0)))))
(* 0.375 (pow b -3.0))))
a
(* (/ c b) -0.5)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = sqrt(t_0);
double tmp;
if (b <= 0.082) {
tmp = (fma((b * b), -b, (t_0 * t_1)) / fma(b, b, ((t_1 * t_1) - (-b * t_1)))) / (3.0 * a);
} else {
tmp = fma(((c * c) * ((c * fma(-1.0546875, (((a * a) * c) / pow(b, 7.0)), (-0.5625 * (a / pow(b, 5.0))))) - (0.375 * pow(b, -3.0)))), a, ((c / b) * -0.5));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = sqrt(t_0) tmp = 0.0 if (b <= 0.082) tmp = Float64(Float64(fma(Float64(b * b), Float64(-b), Float64(t_0 * t_1)) / fma(b, b, Float64(Float64(t_1 * t_1) - Float64(Float64(-b) * t_1)))) / Float64(3.0 * a)); else tmp = fma(Float64(Float64(c * c) * Float64(Float64(c * fma(-1.0546875, Float64(Float64(Float64(a * a) * c) / (b ^ 7.0)), Float64(-0.5625 * Float64(a / (b ^ 5.0))))) - Float64(0.375 * (b ^ -3.0)))), a, Float64(Float64(c / b) * -0.5)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[b, 0.082], N[(N[(N[(N[(b * b), $MachinePrecision] * (-b) + N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[((-b) * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * c), $MachinePrecision] * N[(N[(c * N[(-1.0546875 * N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 7.0], $MachinePrecision]), $MachinePrecision] + N[(-0.5625 * N[(a / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.375 * N[Power[b, -3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * a + N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;b \leq 0.082:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(b \cdot b, -b, t\_0 \cdot t\_1\right)}{\mathsf{fma}\left(b, b, t\_1 \cdot t\_1 - \left(-b\right) \cdot t\_1\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\left(c \cdot c\right) \cdot \left(c \cdot \mathsf{fma}\left(-1.0546875, \frac{\left(a \cdot a\right) \cdot c}{{b}^{7}}, -0.5625 \cdot \frac{a}{{b}^{5}}\right) - 0.375 \cdot {b}^{-3}\right), a, \frac{c}{b} \cdot -0.5\right)\\
\end{array}
\end{array}
if b < 0.0820000000000000034Initial program 84.5%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites84.4%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f64N/A
sqrt-pow2N/A
metadata-evalN/A
lower-pow.f64N/A
Applied rewrites85.8%
lift-pow.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
metadata-evalN/A
sqrt-pow2N/A
unpow3N/A
rem-square-sqrtN/A
lower-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f6485.6
Applied rewrites85.6%
if 0.0820000000000000034 < b Initial program 52.1%
Taylor expanded in a around 0
Applied rewrites92.7%
Taylor expanded in c around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower--.f64N/A
Applied rewrites92.7%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b))) (t_1 (sqrt t_0)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.008)
(/
(/
(fma (* b b) (- b) (* t_0 t_1))
(fma b b (- (* t_1 t_1) (* (- b) t_1))))
(* 3.0 a))
(fma
(*
(* c c)
(- (* -0.5625 (/ (* a c) (pow b 5.0))) (* 0.375 (pow b -3.0))))
a
(* (/ c b) -0.5)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = sqrt(t_0);
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.008) {
tmp = (fma((b * b), -b, (t_0 * t_1)) / fma(b, b, ((t_1 * t_1) - (-b * t_1)))) / (3.0 * a);
} else {
tmp = fma(((c * c) * ((-0.5625 * ((a * c) / pow(b, 5.0))) - (0.375 * pow(b, -3.0)))), a, ((c / b) * -0.5));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = sqrt(t_0) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.008) tmp = Float64(Float64(fma(Float64(b * b), Float64(-b), Float64(t_0 * t_1)) / fma(b, b, Float64(Float64(t_1 * t_1) - Float64(Float64(-b) * t_1)))) / Float64(3.0 * a)); else tmp = fma(Float64(Float64(c * c) * Float64(Float64(-0.5625 * Float64(Float64(a * c) / (b ^ 5.0))) - Float64(0.375 * (b ^ -3.0)))), a, Float64(Float64(c / b) * -0.5)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.008], N[(N[(N[(N[(b * b), $MachinePrecision] * (-b) + N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[((-b) * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * c), $MachinePrecision] * N[(N[(-0.5625 * N[(N[(a * c), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(0.375 * N[Power[b, -3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * a + N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.008:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(b \cdot b, -b, t\_0 \cdot t\_1\right)}{\mathsf{fma}\left(b, b, t\_1 \cdot t\_1 - \left(-b\right) \cdot t\_1\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\left(c \cdot c\right) \cdot \left(-0.5625 \cdot \frac{a \cdot c}{{b}^{5}} - 0.375 \cdot {b}^{-3}\right), a, \frac{c}{b} \cdot -0.5\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0080000000000000002Initial program 78.2%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites78.1%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f64N/A
sqrt-pow2N/A
metadata-evalN/A
lower-pow.f64N/A
Applied rewrites79.4%
lift-pow.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
metadata-evalN/A
sqrt-pow2N/A
unpow3N/A
rem-square-sqrtN/A
lower-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f6479.2
Applied rewrites79.2%
if -0.0080000000000000002 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.7%
Taylor expanded in a around 0
Applied rewrites94.8%
Taylor expanded in c around 0
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lift-pow.f64N/A
lower-*.f64N/A
pow-flipN/A
metadata-evalN/A
lower-pow.f6492.6
Applied rewrites92.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b))) (t_1 (sqrt t_0)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.008)
(/
(/
(fma (* b b) (- b) (* t_0 t_1))
(fma b b (- (* t_1 t_1) (* (- b) t_1))))
(* 3.0 a))
(/
(/
(*
a
(fma
-1.5
c
(*
a
(/
(fma -1.6875 (/ (* a (pow c 3.0)) (* b b)) (* -1.125 (* c c)))
(* b b)))))
b)
(* 3.0 a)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = sqrt(t_0);
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.008) {
tmp = (fma((b * b), -b, (t_0 * t_1)) / fma(b, b, ((t_1 * t_1) - (-b * t_1)))) / (3.0 * a);
} else {
tmp = ((a * fma(-1.5, c, (a * (fma(-1.6875, ((a * pow(c, 3.0)) / (b * b)), (-1.125 * (c * c))) / (b * b))))) / b) / (3.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = sqrt(t_0) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.008) tmp = Float64(Float64(fma(Float64(b * b), Float64(-b), Float64(t_0 * t_1)) / fma(b, b, Float64(Float64(t_1 * t_1) - Float64(Float64(-b) * t_1)))) / Float64(3.0 * a)); else tmp = Float64(Float64(Float64(a * fma(-1.5, c, Float64(a * Float64(fma(-1.6875, Float64(Float64(a * (c ^ 3.0)) / Float64(b * b)), Float64(-1.125 * Float64(c * c))) / Float64(b * b))))) / b) / Float64(3.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.008], N[(N[(N[(N[(b * b), $MachinePrecision] * (-b) + N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[((-b) * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(a * N[(-1.5 * c + N[(a * N[(N[(-1.6875 * N[(N[(a * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(-1.125 * N[(c * c), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.008:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(b \cdot b, -b, t\_0 \cdot t\_1\right)}{\mathsf{fma}\left(b, b, t\_1 \cdot t\_1 - \left(-b\right) \cdot t\_1\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{a \cdot \mathsf{fma}\left(-1.5, c, a \cdot \frac{\mathsf{fma}\left(-1.6875, \frac{a \cdot {c}^{3}}{b \cdot b}, -1.125 \cdot \left(c \cdot c\right)\right)}{b \cdot b}\right)}{b}}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0080000000000000002Initial program 78.2%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites78.1%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f64N/A
sqrt-pow2N/A
metadata-evalN/A
lower-pow.f64N/A
Applied rewrites79.4%
lift-pow.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
metadata-evalN/A
sqrt-pow2N/A
unpow3N/A
rem-square-sqrtN/A
lower-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f6479.2
Applied rewrites79.2%
if -0.0080000000000000002 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.7%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites92.4%
Taylor expanded in a around 0
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f64N/A
lift-pow.f64N/A
lower-*.f64N/A
lower-/.f64N/A
Applied rewrites92.2%
Taylor expanded in b around inf
lower-/.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
lift-pow.f64N/A
lift-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
lift-*.f6492.2
Applied rewrites92.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b))) (t_1 (sqrt t_0)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.008)
(/
(/
(fma (* b b) (- b) (* t_0 t_1))
(fma b b (- (* t_1 t_1) (* (- b) t_1))))
(* 3.0 a))
(/
(/
(*
a
(*
c
(-
(*
c
(fma
-1.6875
(/ (* (* a a) c) (pow b 4.0))
(* -1.125 (/ a (* b b)))))
1.5)))
b)
(* 3.0 a)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = sqrt(t_0);
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.008) {
tmp = (fma((b * b), -b, (t_0 * t_1)) / fma(b, b, ((t_1 * t_1) - (-b * t_1)))) / (3.0 * a);
} else {
tmp = ((a * (c * ((c * fma(-1.6875, (((a * a) * c) / pow(b, 4.0)), (-1.125 * (a / (b * b))))) - 1.5))) / b) / (3.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = sqrt(t_0) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.008) tmp = Float64(Float64(fma(Float64(b * b), Float64(-b), Float64(t_0 * t_1)) / fma(b, b, Float64(Float64(t_1 * t_1) - Float64(Float64(-b) * t_1)))) / Float64(3.0 * a)); else tmp = Float64(Float64(Float64(a * Float64(c * Float64(Float64(c * fma(-1.6875, Float64(Float64(Float64(a * a) * c) / (b ^ 4.0)), Float64(-1.125 * Float64(a / Float64(b * b))))) - 1.5))) / b) / Float64(3.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.008], N[(N[(N[(N[(b * b), $MachinePrecision] * (-b) + N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[((-b) * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(a * N[(c * N[(N[(c * N[(-1.6875 * N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision] + N[(-1.125 * N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.008:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(b \cdot b, -b, t\_0 \cdot t\_1\right)}{\mathsf{fma}\left(b, b, t\_1 \cdot t\_1 - \left(-b\right) \cdot t\_1\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{a \cdot \left(c \cdot \left(c \cdot \mathsf{fma}\left(-1.6875, \frac{\left(a \cdot a\right) \cdot c}{{b}^{4}}, -1.125 \cdot \frac{a}{b \cdot b}\right) - 1.5\right)\right)}{b}}{3 \cdot a}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.0080000000000000002Initial program 78.2%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites78.1%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f64N/A
sqrt-pow2N/A
metadata-evalN/A
lower-pow.f64N/A
Applied rewrites79.4%
lift-pow.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
metadata-evalN/A
sqrt-pow2N/A
unpow3N/A
rem-square-sqrtN/A
lower-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f6479.2
Applied rewrites79.2%
if -0.0080000000000000002 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.7%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites92.4%
Taylor expanded in a around 0
lower-*.f64N/A
lower-fma.f64N/A
lower-*.f64N/A
lower-fma.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f64N/A
lift-pow.f64N/A
lower-*.f64N/A
lower-/.f64N/A
Applied rewrites92.2%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
Applied rewrites92.2%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* -3.0 a) c (* b b))) (t_1 (sqrt t_0)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.0024)
(/
(/
(fma (* b b) (- b) (* t_0 t_1))
(fma b b (- (* t_1 t_1) (* (- b) t_1))))
(* 3.0 a))
(fma (/ (* (* c c) a) (pow b 3.0)) -0.375 (* (/ c b) -0.5)))))
double code(double a, double b, double c) {
double t_0 = fma((-3.0 * a), c, (b * b));
double t_1 = sqrt(t_0);
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.0024) {
tmp = (fma((b * b), -b, (t_0 * t_1)) / fma(b, b, ((t_1 * t_1) - (-b * t_1)))) / (3.0 * a);
} else {
tmp = fma((((c * c) * a) / pow(b, 3.0)), -0.375, ((c / b) * -0.5));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(-3.0 * a), c, Float64(b * b)) t_1 = sqrt(t_0) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.0024) tmp = Float64(Float64(fma(Float64(b * b), Float64(-b), Float64(t_0 * t_1)) / fma(b, b, Float64(Float64(t_1 * t_1) - Float64(Float64(-b) * t_1)))) / Float64(3.0 * a)); else tmp = fma(Float64(Float64(Float64(c * c) * a) / (b ^ 3.0)), -0.375, Float64(Float64(c / b) * -0.5)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(-3.0 * a), $MachinePrecision] * c + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Sqrt[t$95$0], $MachinePrecision]}, If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.0024], N[(N[(N[(N[(b * b), $MachinePrecision] * (-b) + N[(t$95$0 * t$95$1), $MachinePrecision]), $MachinePrecision] / N[(b * b + N[(N[(t$95$1 * t$95$1), $MachinePrecision] - N[((-b) * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(c * c), $MachinePrecision] * a), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision] * -0.375 + N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-3 \cdot a, c, b \cdot b\right)\\
t_1 := \sqrt{t\_0}\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.0024:\\
\;\;\;\;\frac{\frac{\mathsf{fma}\left(b \cdot b, -b, t\_0 \cdot t\_1\right)}{\mathsf{fma}\left(b, b, t\_1 \cdot t\_1 - \left(-b\right) \cdot t\_1\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{\left(c \cdot c\right) \cdot a}{{b}^{3}}, -0.375, \frac{c}{b} \cdot -0.5\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.00239999999999999979Initial program 77.5%
lift-neg.f64N/A
lift-+.f64N/A
lift-sqrt.f64N/A
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
flip3-+N/A
lower-/.f64N/A
Applied rewrites77.4%
lift-+.f64N/A
lift-neg.f64N/A
lift-pow.f64N/A
unpow3N/A
sqr-neg-revN/A
pow2N/A
lift-pow.f64N/A
lift-sqrt.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lower-fma.f64N/A
pow2N/A
lift-*.f64N/A
lift-neg.f64N/A
sqrt-pow2N/A
metadata-evalN/A
lower-pow.f64N/A
Applied rewrites78.8%
lift-pow.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
metadata-evalN/A
sqrt-pow2N/A
unpow3N/A
rem-square-sqrtN/A
lower-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-sqrt.f6478.6
Applied rewrites78.6%
if -0.00239999999999999979 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 45.3%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-pow.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-/.f6488.9
Applied rewrites88.9%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.00495) (/ (+ (- b) (sqrt (fma b b (* -3.0 (* c a))))) (* 3.0 a)) (fma (/ (* (* c c) a) (pow b 3.0)) -0.375 (* (/ c b) -0.5))))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.00495) {
tmp = (-b + sqrt(fma(b, b, (-3.0 * (c * a))))) / (3.0 * a);
} else {
tmp = fma((((c * c) * a) / pow(b, 3.0)), -0.375, ((c / b) * -0.5));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.00495) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(-3.0 * Float64(c * a))))) / Float64(3.0 * a)); else tmp = fma(Float64(Float64(Float64(c * c) * a) / (b ^ 3.0)), -0.375, Float64(Float64(c / b) * -0.5)); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.00495], N[(N[((-b) + N[Sqrt[N[(b * b + N[(-3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(c * c), $MachinePrecision] * a), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision] * -0.375 + N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.00495:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, -3 \cdot \left(c \cdot a\right)\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\frac{\left(c \cdot c\right) \cdot a}{{b}^{3}}, -0.375, \frac{c}{b} \cdot -0.5\right)\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.00495000000000000041Initial program 77.8%
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
associate-*r*N/A
fp-cancel-sub-sign-invN/A
pow2N/A
metadata-evalN/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6478.0
Applied rewrites78.0%
if -0.00495000000000000041 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.1%
Taylor expanded in a around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
lower-pow.f64N/A
*-commutativeN/A
lower-*.f64N/A
lower-/.f6488.3
Applied rewrites88.3%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -0.00495) (/ (+ (- b) (sqrt (fma b b (* -3.0 (* c a))))) (* 3.0 a)) (/ (fma (/ (* (* c c) a) (* b b)) -0.375 (* -0.5 c)) b)))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -0.00495) {
tmp = (-b + sqrt(fma(b, b, (-3.0 * (c * a))))) / (3.0 * a);
} else {
tmp = fma((((c * c) * a) / (b * b)), -0.375, (-0.5 * c)) / b;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -0.00495) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(-3.0 * Float64(c * a))))) / Float64(3.0 * a)); else tmp = Float64(fma(Float64(Float64(Float64(c * c) * a) / Float64(b * b)), -0.375, Float64(-0.5 * c)) / b); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -0.00495], N[(N[((-b) + N[Sqrt[N[(b * b + N[(-3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(N[(c * c), $MachinePrecision] * a), $MachinePrecision] / N[(b * b), $MachinePrecision]), $MachinePrecision] * -0.375 + N[(-0.5 * c), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -0.00495:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, -3 \cdot \left(c \cdot a\right)\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\frac{\left(c \cdot c\right) \cdot a}{b \cdot b}, -0.375, -0.5 \cdot c\right)}{b}\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -0.00495000000000000041Initial program 77.8%
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
associate-*r*N/A
fp-cancel-sub-sign-invN/A
pow2N/A
metadata-evalN/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6478.0
Applied rewrites78.0%
if -0.00495000000000000041 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 46.1%
Taylor expanded in b around inf
lower-/.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lower-/.f64N/A
*-commutativeN/A
lower-*.f64N/A
unpow2N/A
lower-*.f64N/A
pow2N/A
lift-*.f64N/A
lower-*.f6488.3
Applied rewrites88.3%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)) -2.6e-6) (/ (+ (- b) (sqrt (fma b b (* -3.0 (* c a))))) (* 3.0 a)) (* (/ c b) -0.5)))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((3.0 * a) * c)))) / (3.0 * a)) <= -2.6e-6) {
tmp = (-b + sqrt(fma(b, b, (-3.0 * (c * a))))) / (3.0 * a);
} else {
tmp = (c / b) * -0.5;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(3.0 * a) * c)))) / Float64(3.0 * a)) <= -2.6e-6) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(-3.0 * Float64(c * a))))) / Float64(3.0 * a)); else tmp = Float64(Float64(c / b) * -0.5); end return tmp end
code[a_, b_, c_] := If[LessEqual[N[(N[((-b) + N[Sqrt[N[(N[(b * b), $MachinePrecision] - N[(N[(3.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], -2.6e-6], N[(N[((-b) + N[Sqrt[N[(b * b + N[(-3.0 * N[(c * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(3.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(3 \cdot a\right) \cdot c}}{3 \cdot a} \leq -2.6 \cdot 10^{-6}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, -3 \cdot \left(c \cdot a\right)\right)}}{3 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c}{b} \cdot -0.5\\
\end{array}
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) < -2.60000000000000009e-6Initial program 72.8%
lift--.f64N/A
lift-*.f64N/A
lift-*.f64N/A
lift-*.f64N/A
pow2N/A
associate-*r*N/A
fp-cancel-sub-sign-invN/A
pow2N/A
metadata-evalN/A
lower-fma.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-*.f6472.9
Applied rewrites72.9%
if -2.60000000000000009e-6 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 3 binary64) a) c)))) (*.f64 #s(literal 3 binary64) a)) Initial program 34.9%
Taylor expanded in a around 0
*-commutativeN/A
lower-*.f64N/A
lower-/.f6481.1
Applied rewrites81.1%
(FPCore (a b c) :precision binary64 (* (/ c b) -0.5))
double code(double a, double b, double c) {
return (c / b) * -0.5;
}
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
code = (c / b) * (-0.5d0)
end function
public static double code(double a, double b, double c) {
return (c / b) * -0.5;
}
def code(a, b, c): return (c / b) * -0.5
function code(a, b, c) return Float64(Float64(c / b) * -0.5) end
function tmp = code(a, b, c) tmp = (c / b) * -0.5; end
code[a_, b_, c_] := N[(N[(c / b), $MachinePrecision] * -0.5), $MachinePrecision]
\begin{array}{l}
\\
\frac{c}{b} \cdot -0.5
\end{array}
Initial program 55.4%
Taylor expanded in a around 0
*-commutativeN/A
lower-*.f64N/A
lower-/.f6464.4
Applied rewrites64.4%
herbie shell --seed 2025107
(FPCore (a b c)
:name "Cubic critical, narrow range"
:precision binary64
:pre (and (and (and (< 1.0536712127723509e-8 a) (< a 94906265.62425156)) (and (< 1.0536712127723509e-8 b) (< b 94906265.62425156))) (and (< 1.0536712127723509e-8 c) (< c 94906265.62425156)))
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a)))