
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * 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) - ((4.0d0 * a) * c)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a); end
code[a_, b_, c_] := 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]
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}
Herbie found 17 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (a b c) :precision binary64 (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)))
double code(double a, double b, double c) {
return (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * 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) - ((4.0d0 * a) * c)))) / (2.0d0 * a)
end function
public static double code(double a, double b, double c) {
return (-b + Math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a);
}
def code(a, b, c): return (-b + math.sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)
function code(a, b, c) return Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) end
function tmp = code(a, b, c) tmp = (-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a); end
code[a_, b_, c_] := 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]
\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a}
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* c c) (* a a)))
(t_1 (/ t_0 (* b b)))
(t_2 (* t_0 0.0))
(t_3 (* (* (* c c) c) (* (* a a) a)))
(t_4 (* t_3 (pow b -4.0)))
(t_5 (fma (* c -4.0) a (* b b)))
(t_6 (pow (* a c) 4.0))
(t_7 (* t_6 20.0))
(t_8 (* t_6 (pow b -6.0))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -5.5)
(/ (/ (- t_5 (* b b)) (+ (sqrt t_5) b)) (* 2.0 a))
(/
(*
(fma
t_4
-8.0
(fma
(* -4.0 a)
c
(fma
t_1
-4.0
(fma
t_4
-4.0
(fma
(* -2.0 a)
c
(fma
(* (* (* (* t_3 0.0) c) a) (pow b -6.0))
-2.0
(fma
(* (* (* t_2 c) a) (pow b -4.0))
-2.0
(fma
(* (* (* a a) (* (* c c) t_2)) (pow b -6.0))
-2.0
(fma
-2.0
t_1
(+
(/ (fma -1.0 t_7 (* -0.5 t_7)) (pow b 6.0))
(fma
t_1
4.0
(fma
t_8
4.0
(fma 8.0 t_1 (fma 16.0 t_4 (* t_8 32.0)))))))))))))))
b)
(*
(fma
b
(+
b
(*
(+
(fma
(* t_3 (pow b -6.0))
-4.0
(* -2.0 (fma a (/ c (* b b)) (* t_0 (pow b -4.0)))))
1.0)
b))
(fma (* a c) -4.0 (* b b)))
(+ a a))))))double code(double a, double b, double c) {
double t_0 = (c * c) * (a * a);
double t_1 = t_0 / (b * b);
double t_2 = t_0 * 0.0;
double t_3 = ((c * c) * c) * ((a * a) * a);
double t_4 = t_3 * pow(b, -4.0);
double t_5 = fma((c * -4.0), a, (b * b));
double t_6 = pow((a * c), 4.0);
double t_7 = t_6 * 20.0;
double t_8 = t_6 * pow(b, -6.0);
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -5.5) {
tmp = ((t_5 - (b * b)) / (sqrt(t_5) + b)) / (2.0 * a);
} else {
tmp = (fma(t_4, -8.0, fma((-4.0 * a), c, fma(t_1, -4.0, fma(t_4, -4.0, fma((-2.0 * a), c, fma(((((t_3 * 0.0) * c) * a) * pow(b, -6.0)), -2.0, fma((((t_2 * c) * a) * pow(b, -4.0)), -2.0, fma((((a * a) * ((c * c) * t_2)) * pow(b, -6.0)), -2.0, fma(-2.0, t_1, ((fma(-1.0, t_7, (-0.5 * t_7)) / pow(b, 6.0)) + fma(t_1, 4.0, fma(t_8, 4.0, fma(8.0, t_1, fma(16.0, t_4, (t_8 * 32.0))))))))))))))) * b) / (fma(b, (b + ((fma((t_3 * pow(b, -6.0)), -4.0, (-2.0 * fma(a, (c / (b * b)), (t_0 * pow(b, -4.0))))) + 1.0) * b)), fma((a * c), -4.0, (b * b))) * (a + a));
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(c * c) * Float64(a * a)) t_1 = Float64(t_0 / Float64(b * b)) t_2 = Float64(t_0 * 0.0) t_3 = Float64(Float64(Float64(c * c) * c) * Float64(Float64(a * a) * a)) t_4 = Float64(t_3 * (b ^ -4.0)) t_5 = fma(Float64(c * -4.0), a, Float64(b * b)) t_6 = Float64(a * c) ^ 4.0 t_7 = Float64(t_6 * 20.0) t_8 = Float64(t_6 * (b ^ -6.0)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -5.5) tmp = Float64(Float64(Float64(t_5 - Float64(b * b)) / Float64(sqrt(t_5) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(fma(t_4, -8.0, fma(Float64(-4.0 * a), c, fma(t_1, -4.0, fma(t_4, -4.0, fma(Float64(-2.0 * a), c, fma(Float64(Float64(Float64(Float64(t_3 * 0.0) * c) * a) * (b ^ -6.0)), -2.0, fma(Float64(Float64(Float64(t_2 * c) * a) * (b ^ -4.0)), -2.0, fma(Float64(Float64(Float64(a * a) * Float64(Float64(c * c) * t_2)) * (b ^ -6.0)), -2.0, fma(-2.0, t_1, Float64(Float64(fma(-1.0, t_7, Float64(-0.5 * t_7)) / (b ^ 6.0)) + fma(t_1, 4.0, fma(t_8, 4.0, fma(8.0, t_1, fma(16.0, t_4, Float64(t_8 * 32.0))))))))))))))) * b) / Float64(fma(b, Float64(b + Float64(Float64(fma(Float64(t_3 * (b ^ -6.0)), -4.0, Float64(-2.0 * fma(a, Float64(c / Float64(b * b)), Float64(t_0 * (b ^ -4.0))))) + 1.0) * b)), fma(Float64(a * c), -4.0, Float64(b * b))) * Float64(a + a))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * c), $MachinePrecision] * N[(a * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 / N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$0 * 0.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(c * c), $MachinePrecision] * c), $MachinePrecision] * N[(N[(a * a), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(t$95$3 * N[Power[b, -4.0], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = N[Power[N[(a * c), $MachinePrecision], 4.0], $MachinePrecision]}, Block[{t$95$7 = N[(t$95$6 * 20.0), $MachinePrecision]}, Block[{t$95$8 = N[(t$95$6 * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -5.5], N[(N[(N[(t$95$5 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$5], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(t$95$4 * -8.0 + N[(N[(-4.0 * a), $MachinePrecision] * c + N[(t$95$1 * -4.0 + N[(t$95$4 * -4.0 + N[(N[(-2.0 * a), $MachinePrecision] * c + N[(N[(N[(N[(N[(t$95$3 * 0.0), $MachinePrecision] * c), $MachinePrecision] * a), $MachinePrecision] * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(N[(N[(N[(t$95$2 * c), $MachinePrecision] * a), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(N[(N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision] * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(-2.0 * t$95$1 + N[(N[(N[(-1.0 * t$95$7 + N[(-0.5 * t$95$7), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$1 * 4.0 + N[(t$95$8 * 4.0 + N[(8.0 * t$95$1 + N[(16.0 * t$95$4 + N[(t$95$8 * 32.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision] / N[(N[(b * N[(b + N[(N[(N[(N[(t$95$3 * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -4.0 + N[(-2.0 * N[(a * N[(c / N[(b * b), $MachinePrecision]), $MachinePrecision] + N[(t$95$0 * N[Power[b, -4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision] * b), $MachinePrecision]), $MachinePrecision] + N[(N[(a * c), $MachinePrecision] * -4.0 + N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(a + a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]
\begin{array}{l}
t_0 := \left(c \cdot c\right) \cdot \left(a \cdot a\right)\\
t_1 := \frac{t\_0}{b \cdot b}\\
t_2 := t\_0 \cdot 0\\
t_3 := \left(\left(c \cdot c\right) \cdot c\right) \cdot \left(\left(a \cdot a\right) \cdot a\right)\\
t_4 := t\_3 \cdot {b}^{-4}\\
t_5 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
t_6 := {\left(a \cdot c\right)}^{4}\\
t_7 := t\_6 \cdot 20\\
t_8 := t\_6 \cdot {b}^{-6}\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -5.5:\\
\;\;\;\;\frac{\frac{t\_5 - b \cdot b}{\sqrt{t\_5} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(t\_4, -8, \mathsf{fma}\left(-4 \cdot a, c, \mathsf{fma}\left(t\_1, -4, \mathsf{fma}\left(t\_4, -4, \mathsf{fma}\left(-2 \cdot a, c, \mathsf{fma}\left(\left(\left(\left(t\_3 \cdot 0\right) \cdot c\right) \cdot a\right) \cdot {b}^{-6}, -2, \mathsf{fma}\left(\left(\left(t\_2 \cdot c\right) \cdot a\right) \cdot {b}^{-4}, -2, \mathsf{fma}\left(\left(\left(a \cdot a\right) \cdot \left(\left(c \cdot c\right) \cdot t\_2\right)\right) \cdot {b}^{-6}, -2, \mathsf{fma}\left(-2, t\_1, \frac{\mathsf{fma}\left(-1, t\_7, -0.5 \cdot t\_7\right)}{{b}^{6}} + \mathsf{fma}\left(t\_1, 4, \mathsf{fma}\left(t\_8, 4, \mathsf{fma}\left(8, t\_1, \mathsf{fma}\left(16, t\_4, t\_8 \cdot 32\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right) \cdot b}{\mathsf{fma}\left(b, b + \left(\mathsf{fma}\left(t\_3 \cdot {b}^{-6}, -4, -2 \cdot \mathsf{fma}\left(a, \frac{c}{b \cdot b}, t\_0 \cdot {b}^{-4}\right)\right) + 1\right) \cdot b, \mathsf{fma}\left(a \cdot c, -4, b \cdot b\right)\right) \cdot \left(a + a\right)}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -5.5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -5.5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip3--N/A
lower-unsound-/.f64N/A
Applied rewrites54.9%
Taylor expanded in b around inf
Applied rewrites91.4%
Taylor expanded in b around inf
lower-*.f64N/A
lower-+.f64N/A
lower-fma.f64N/A
Applied rewrites91.6%
Applied rewrites91.6%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* a a) a))
(t_1 (* (* c c) c))
(t_2 (fma (* c -4.0) a (* b b)))
(t_3 (* (* c c) (* a a)))
(t_4 (/ t_3 (* b b)))
(t_5 (* t_0 t_1))
(t_6 (* t_3 0.0))
(t_7 (sqrt t_2))
(t_8 (pow (* a c) 4.0))
(t_9 (* t_8 (pow b -6.0)))
(t_10 (* t_8 20.0)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -5.5)
(/ (/ (- t_2 (* b b)) (+ t_7 b)) (* 2.0 a))
(/
(/
(*
b
(+
(fma (* (* -8.0 t_0) t_1) (pow b -4.0) (* (* a c) -4.0))
(fma
t_4
-4.0
(fma
(* -4.0 t_5)
(pow b -4.0)
(fma
(* -2.0 a)
c
(fma
(* (* (* (* t_5 0.0) c) a) (pow b -6.0))
-2.0
(fma
(* -2.0 (* (* t_6 c) a))
(pow b -4.0)
(fma
(* (* (* a a) (* (* c c) t_6)) (pow b -6.0))
-2.0
(fma
-2.0
t_4
(+
(/ (fma -1.0 t_10 (* -0.5 t_10)) (pow b 6.0))
(fma
t_4
4.0
(fma
t_9
4.0
(fma
8.0
t_4
(fma 16.0 (* t_5 (pow b -4.0)) (* t_9 32.0)))))))))))))))
(+ t_2 (fma b b (* t_7 b))))
(* 2.0 a)))))double code(double a, double b, double c) {
double t_0 = (a * a) * a;
double t_1 = (c * c) * c;
double t_2 = fma((c * -4.0), a, (b * b));
double t_3 = (c * c) * (a * a);
double t_4 = t_3 / (b * b);
double t_5 = t_0 * t_1;
double t_6 = t_3 * 0.0;
double t_7 = sqrt(t_2);
double t_8 = pow((a * c), 4.0);
double t_9 = t_8 * pow(b, -6.0);
double t_10 = t_8 * 20.0;
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -5.5) {
tmp = ((t_2 - (b * b)) / (t_7 + b)) / (2.0 * a);
} else {
tmp = ((b * (fma(((-8.0 * t_0) * t_1), pow(b, -4.0), ((a * c) * -4.0)) + fma(t_4, -4.0, fma((-4.0 * t_5), pow(b, -4.0), fma((-2.0 * a), c, fma(((((t_5 * 0.0) * c) * a) * pow(b, -6.0)), -2.0, fma((-2.0 * ((t_6 * c) * a)), pow(b, -4.0), fma((((a * a) * ((c * c) * t_6)) * pow(b, -6.0)), -2.0, fma(-2.0, t_4, ((fma(-1.0, t_10, (-0.5 * t_10)) / pow(b, 6.0)) + fma(t_4, 4.0, fma(t_9, 4.0, fma(8.0, t_4, fma(16.0, (t_5 * pow(b, -4.0)), (t_9 * 32.0))))))))))))))) / (t_2 + fma(b, b, (t_7 * b)))) / (2.0 * a);
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(a * a) * a) t_1 = Float64(Float64(c * c) * c) t_2 = fma(Float64(c * -4.0), a, Float64(b * b)) t_3 = Float64(Float64(c * c) * Float64(a * a)) t_4 = Float64(t_3 / Float64(b * b)) t_5 = Float64(t_0 * t_1) t_6 = Float64(t_3 * 0.0) t_7 = sqrt(t_2) t_8 = Float64(a * c) ^ 4.0 t_9 = Float64(t_8 * (b ^ -6.0)) t_10 = Float64(t_8 * 20.0) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -5.5) tmp = Float64(Float64(Float64(t_2 - Float64(b * b)) / Float64(t_7 + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(b * Float64(fma(Float64(Float64(-8.0 * t_0) * t_1), (b ^ -4.0), Float64(Float64(a * c) * -4.0)) + fma(t_4, -4.0, fma(Float64(-4.0 * t_5), (b ^ -4.0), fma(Float64(-2.0 * a), c, fma(Float64(Float64(Float64(Float64(t_5 * 0.0) * c) * a) * (b ^ -6.0)), -2.0, fma(Float64(-2.0 * Float64(Float64(t_6 * c) * a)), (b ^ -4.0), fma(Float64(Float64(Float64(a * a) * Float64(Float64(c * c) * t_6)) * (b ^ -6.0)), -2.0, fma(-2.0, t_4, Float64(Float64(fma(-1.0, t_10, Float64(-0.5 * t_10)) / (b ^ 6.0)) + fma(t_4, 4.0, fma(t_9, 4.0, fma(8.0, t_4, fma(16.0, Float64(t_5 * (b ^ -4.0)), Float64(t_9 * 32.0))))))))))))))) / Float64(t_2 + fma(b, b, Float64(t_7 * b)))) / Float64(2.0 * a)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(a * a), $MachinePrecision] * a), $MachinePrecision]}, Block[{t$95$1 = N[(N[(c * c), $MachinePrecision] * c), $MachinePrecision]}, Block[{t$95$2 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(c * c), $MachinePrecision] * N[(a * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(t$95$3 / N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[(t$95$0 * t$95$1), $MachinePrecision]}, Block[{t$95$6 = N[(t$95$3 * 0.0), $MachinePrecision]}, Block[{t$95$7 = N[Sqrt[t$95$2], $MachinePrecision]}, Block[{t$95$8 = N[Power[N[(a * c), $MachinePrecision], 4.0], $MachinePrecision]}, Block[{t$95$9 = N[(t$95$8 * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$10 = N[(t$95$8 * 20.0), $MachinePrecision]}, If[LessEqual[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], -5.5], N[(N[(N[(t$95$2 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(t$95$7 + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(b * N[(N[(N[(N[(-8.0 * t$95$0), $MachinePrecision] * t$95$1), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision] + N[(N[(a * c), $MachinePrecision] * -4.0), $MachinePrecision]), $MachinePrecision] + N[(t$95$4 * -4.0 + N[(N[(-4.0 * t$95$5), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision] + N[(N[(-2.0 * a), $MachinePrecision] * c + N[(N[(N[(N[(N[(t$95$5 * 0.0), $MachinePrecision] * c), $MachinePrecision] * a), $MachinePrecision] * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(N[(-2.0 * N[(N[(t$95$6 * c), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision] + N[(N[(N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] * t$95$6), $MachinePrecision]), $MachinePrecision] * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(-2.0 * t$95$4 + N[(N[(N[(-1.0 * t$95$10 + N[(-0.5 * t$95$10), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$4 * 4.0 + N[(t$95$9 * 4.0 + N[(8.0 * t$95$4 + N[(16.0 * N[(t$95$5 * N[Power[b, -4.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$9 * 32.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(t$95$2 + N[(b * b + N[(t$95$7 * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]]
\begin{array}{l}
t_0 := \left(a \cdot a\right) \cdot a\\
t_1 := \left(c \cdot c\right) \cdot c\\
t_2 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
t_3 := \left(c \cdot c\right) \cdot \left(a \cdot a\right)\\
t_4 := \frac{t\_3}{b \cdot b}\\
t_5 := t\_0 \cdot t\_1\\
t_6 := t\_3 \cdot 0\\
t_7 := \sqrt{t\_2}\\
t_8 := {\left(a \cdot c\right)}^{4}\\
t_9 := t\_8 \cdot {b}^{-6}\\
t_10 := t\_8 \cdot 20\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -5.5:\\
\;\;\;\;\frac{\frac{t\_2 - b \cdot b}{t\_7 + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{b \cdot \left(\mathsf{fma}\left(\left(-8 \cdot t\_0\right) \cdot t\_1, {b}^{-4}, \left(a \cdot c\right) \cdot -4\right) + \mathsf{fma}\left(t\_4, -4, \mathsf{fma}\left(-4 \cdot t\_5, {b}^{-4}, \mathsf{fma}\left(-2 \cdot a, c, \mathsf{fma}\left(\left(\left(\left(t\_5 \cdot 0\right) \cdot c\right) \cdot a\right) \cdot {b}^{-6}, -2, \mathsf{fma}\left(-2 \cdot \left(\left(t\_6 \cdot c\right) \cdot a\right), {b}^{-4}, \mathsf{fma}\left(\left(\left(a \cdot a\right) \cdot \left(\left(c \cdot c\right) \cdot t\_6\right)\right) \cdot {b}^{-6}, -2, \mathsf{fma}\left(-2, t\_4, \frac{\mathsf{fma}\left(-1, t\_10, -0.5 \cdot t\_10\right)}{{b}^{6}} + \mathsf{fma}\left(t\_4, 4, \mathsf{fma}\left(t\_9, 4, \mathsf{fma}\left(8, t\_4, \mathsf{fma}\left(16, t\_5 \cdot {b}^{-4}, t\_9 \cdot 32\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)}{t\_2 + \mathsf{fma}\left(b, b, t\_7 \cdot b\right)}}{2 \cdot a}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -5.5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -5.5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip3--N/A
lower-unsound-/.f64N/A
Applied rewrites54.9%
Taylor expanded in b around inf
Applied rewrites91.4%
Applied rewrites91.4%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (* (* c c) c))
(t_1 (fma (* c -4.0) a (* b b)))
(t_2 (pow (* a c) 4.0))
(t_3 (* t_2 20.0))
(t_4 (* (* c c) (* a a)))
(t_5 (/ t_4 (* b b)))
(t_6 (* (* a a) a))
(t_7 (* t_2 (pow b -6.0)))
(t_8 (* t_6 t_0))
(t_9 (* t_4 0.0)))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -5.5)
(/ (/ (- t_1 (* b b)) (+ (sqrt t_1) b)) (* 2.0 a))
(/
(*
(fma
(* (* -8.0 t_6) t_0)
(pow b -4.0)
(fma
(* -4.0 a)
c
(fma
t_5
-4.0
(fma
(* -4.0 t_8)
(pow b -4.0)
(fma
(* -2.0 a)
c
(fma
(* (* (* (* t_8 0.0) c) a) (pow b -6.0))
-2.0
(fma
(* -2.0 (* (* t_9 c) a))
(pow b -4.0)
(fma
(* (* (* a a) (* (* c c) t_9)) (pow b -6.0))
-2.0
(fma
-2.0
t_5
(+
(/ (fma -1.0 t_3 (* -0.5 t_3)) (pow b 6.0))
(fma
t_5
4.0
(fma
t_7
4.0
(fma
8.0
t_5
(fma 16.0 (* t_8 (pow b -4.0)) (* t_7 32.0)))))))))))))))
b)
(*
(fma
(* -4.0 c)
a
(fma b b (* b (+ b (sqrt (fma (* -4.0 c) a (* b b)))))))
(+ a a))))))double code(double a, double b, double c) {
double t_0 = (c * c) * c;
double t_1 = fma((c * -4.0), a, (b * b));
double t_2 = pow((a * c), 4.0);
double t_3 = t_2 * 20.0;
double t_4 = (c * c) * (a * a);
double t_5 = t_4 / (b * b);
double t_6 = (a * a) * a;
double t_7 = t_2 * pow(b, -6.0);
double t_8 = t_6 * t_0;
double t_9 = t_4 * 0.0;
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -5.5) {
tmp = ((t_1 - (b * b)) / (sqrt(t_1) + b)) / (2.0 * a);
} else {
tmp = (fma(((-8.0 * t_6) * t_0), pow(b, -4.0), fma((-4.0 * a), c, fma(t_5, -4.0, fma((-4.0 * t_8), pow(b, -4.0), fma((-2.0 * a), c, fma(((((t_8 * 0.0) * c) * a) * pow(b, -6.0)), -2.0, fma((-2.0 * ((t_9 * c) * a)), pow(b, -4.0), fma((((a * a) * ((c * c) * t_9)) * pow(b, -6.0)), -2.0, fma(-2.0, t_5, ((fma(-1.0, t_3, (-0.5 * t_3)) / pow(b, 6.0)) + fma(t_5, 4.0, fma(t_7, 4.0, fma(8.0, t_5, fma(16.0, (t_8 * pow(b, -4.0)), (t_7 * 32.0))))))))))))))) * b) / (fma((-4.0 * c), a, fma(b, b, (b * (b + sqrt(fma((-4.0 * c), a, (b * b))))))) * (a + a));
}
return tmp;
}
function code(a, b, c) t_0 = Float64(Float64(c * c) * c) t_1 = fma(Float64(c * -4.0), a, Float64(b * b)) t_2 = Float64(a * c) ^ 4.0 t_3 = Float64(t_2 * 20.0) t_4 = Float64(Float64(c * c) * Float64(a * a)) t_5 = Float64(t_4 / Float64(b * b)) t_6 = Float64(Float64(a * a) * a) t_7 = Float64(t_2 * (b ^ -6.0)) t_8 = Float64(t_6 * t_0) t_9 = Float64(t_4 * 0.0) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -5.5) tmp = Float64(Float64(Float64(t_1 - Float64(b * b)) / Float64(sqrt(t_1) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(fma(Float64(Float64(-8.0 * t_6) * t_0), (b ^ -4.0), fma(Float64(-4.0 * a), c, fma(t_5, -4.0, fma(Float64(-4.0 * t_8), (b ^ -4.0), fma(Float64(-2.0 * a), c, fma(Float64(Float64(Float64(Float64(t_8 * 0.0) * c) * a) * (b ^ -6.0)), -2.0, fma(Float64(-2.0 * Float64(Float64(t_9 * c) * a)), (b ^ -4.0), fma(Float64(Float64(Float64(a * a) * Float64(Float64(c * c) * t_9)) * (b ^ -6.0)), -2.0, fma(-2.0, t_5, Float64(Float64(fma(-1.0, t_3, Float64(-0.5 * t_3)) / (b ^ 6.0)) + fma(t_5, 4.0, fma(t_7, 4.0, fma(8.0, t_5, fma(16.0, Float64(t_8 * (b ^ -4.0)), Float64(t_7 * 32.0))))))))))))))) * b) / Float64(fma(Float64(-4.0 * c), a, fma(b, b, Float64(b * Float64(b + sqrt(fma(Float64(-4.0 * c), a, Float64(b * b))))))) * Float64(a + a))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * c), $MachinePrecision] * c), $MachinePrecision]}, Block[{t$95$1 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[Power[N[(a * c), $MachinePrecision], 4.0], $MachinePrecision]}, Block[{t$95$3 = N[(t$95$2 * 20.0), $MachinePrecision]}, Block[{t$95$4 = N[(N[(c * c), $MachinePrecision] * N[(a * a), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[(t$95$4 / N[(b * b), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$6 = N[(N[(a * a), $MachinePrecision] * a), $MachinePrecision]}, Block[{t$95$7 = N[(t$95$2 * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$8 = N[(t$95$6 * t$95$0), $MachinePrecision]}, Block[{t$95$9 = N[(t$95$4 * 0.0), $MachinePrecision]}, If[LessEqual[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], -5.5], N[(N[(N[(t$95$1 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$1], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(N[(-8.0 * t$95$6), $MachinePrecision] * t$95$0), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision] + N[(N[(-4.0 * a), $MachinePrecision] * c + N[(t$95$5 * -4.0 + N[(N[(-4.0 * t$95$8), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision] + N[(N[(-2.0 * a), $MachinePrecision] * c + N[(N[(N[(N[(N[(t$95$8 * 0.0), $MachinePrecision] * c), $MachinePrecision] * a), $MachinePrecision] * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(N[(-2.0 * N[(N[(t$95$9 * c), $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] * N[Power[b, -4.0], $MachinePrecision] + N[(N[(N[(N[(a * a), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] * t$95$9), $MachinePrecision]), $MachinePrecision] * N[Power[b, -6.0], $MachinePrecision]), $MachinePrecision] * -2.0 + N[(-2.0 * t$95$5 + N[(N[(N[(-1.0 * t$95$3 + N[(-0.5 * t$95$3), $MachinePrecision]), $MachinePrecision] / N[Power[b, 6.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$5 * 4.0 + N[(t$95$7 * 4.0 + N[(8.0 * t$95$5 + N[(16.0 * N[(t$95$8 * N[Power[b, -4.0], $MachinePrecision]), $MachinePrecision] + N[(t$95$7 * 32.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * b), $MachinePrecision] / N[(N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b + N[(b * N[(b + N[Sqrt[N[(N[(-4.0 * c), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(a + a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]]]]
\begin{array}{l}
t_0 := \left(c \cdot c\right) \cdot c\\
t_1 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
t_2 := {\left(a \cdot c\right)}^{4}\\
t_3 := t\_2 \cdot 20\\
t_4 := \left(c \cdot c\right) \cdot \left(a \cdot a\right)\\
t_5 := \frac{t\_4}{b \cdot b}\\
t_6 := \left(a \cdot a\right) \cdot a\\
t_7 := t\_2 \cdot {b}^{-6}\\
t_8 := t\_6 \cdot t\_0\\
t_9 := t\_4 \cdot 0\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -5.5:\\
\;\;\;\;\frac{\frac{t\_1 - b \cdot b}{\sqrt{t\_1} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(\left(-8 \cdot t\_6\right) \cdot t\_0, {b}^{-4}, \mathsf{fma}\left(-4 \cdot a, c, \mathsf{fma}\left(t\_5, -4, \mathsf{fma}\left(-4 \cdot t\_8, {b}^{-4}, \mathsf{fma}\left(-2 \cdot a, c, \mathsf{fma}\left(\left(\left(\left(t\_8 \cdot 0\right) \cdot c\right) \cdot a\right) \cdot {b}^{-6}, -2, \mathsf{fma}\left(-2 \cdot \left(\left(t\_9 \cdot c\right) \cdot a\right), {b}^{-4}, \mathsf{fma}\left(\left(\left(a \cdot a\right) \cdot \left(\left(c \cdot c\right) \cdot t\_9\right)\right) \cdot {b}^{-6}, -2, \mathsf{fma}\left(-2, t\_5, \frac{\mathsf{fma}\left(-1, t\_3, -0.5 \cdot t\_3\right)}{{b}^{6}} + \mathsf{fma}\left(t\_5, 4, \mathsf{fma}\left(t\_7, 4, \mathsf{fma}\left(8, t\_5, \mathsf{fma}\left(16, t\_8 \cdot {b}^{-4}, t\_7 \cdot 32\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right)\right) \cdot b}{\mathsf{fma}\left(-4 \cdot c, a, \mathsf{fma}\left(b, b, b \cdot \left(b + \sqrt{\mathsf{fma}\left(-4 \cdot c, a, b \cdot b\right)}\right)\right)\right) \cdot \left(a + a\right)}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -5.5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -5.5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip3--N/A
lower-unsound-/.f64N/A
Applied rewrites54.9%
Taylor expanded in b around inf
Applied rewrites91.4%
Applied rewrites91.5%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -5.5)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(/
(-
(- c)
(-
(fma
0.25
(* (pow (* c a) 4.0) (/ 20.0 (* (pow b 6.0) a)))
(* (* c c) (/ a (* b b))))
(* (* (* (* a a) c) (* c c)) (* (pow b -4.0) -2.0))))
b))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -5.5) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = (-c - (fma(0.25, (pow((c * a), 4.0) * (20.0 / (pow(b, 6.0) * a))), ((c * c) * (a / (b * b)))) - ((((a * a) * c) * (c * c)) * (pow(b, -4.0) * -2.0)))) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -5.5) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(-c) - Float64(fma(0.25, Float64((Float64(c * a) ^ 4.0) * Float64(20.0 / Float64((b ^ 6.0) * a))), Float64(Float64(c * c) * Float64(a / Float64(b * b)))) - Float64(Float64(Float64(Float64(a * a) * c) * Float64(c * c)) * Float64((b ^ -4.0) * -2.0)))) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -5.5], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[((-c) - N[(N[(0.25 * N[(N[Power[N[(c * a), $MachinePrecision], 4.0], $MachinePrecision] * N[(20.0 / N[(N[Power[b, 6.0], $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(c * c), $MachinePrecision] * N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] * N[(c * c), $MachinePrecision]), $MachinePrecision] * N[(N[Power[b, -4.0], $MachinePrecision] * -2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -5.5:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-c\right) - \left(\mathsf{fma}\left(0.25, {\left(c \cdot a\right)}^{4} \cdot \frac{20}{{b}^{6} \cdot a}, \left(c \cdot c\right) \cdot \frac{a}{b \cdot b}\right) - \left(\left(\left(a \cdot a\right) \cdot c\right) \cdot \left(c \cdot c\right)\right) \cdot \left({b}^{-4} \cdot -2\right)\right)}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -5.5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -5.5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -5.5)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(/
(-
(- (* (* (* (* a a) c) (* c c)) (* (pow b -4.0) -2.0)) c)
(fma
0.25
(* (pow (* c a) 4.0) (/ 20.0 (* (pow b 6.0) a)))
(* (* c c) (/ a (* b b)))))
b))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -5.5) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = ((((((a * a) * c) * (c * c)) * (pow(b, -4.0) * -2.0)) - c) - fma(0.25, (pow((c * a), 4.0) * (20.0 / (pow(b, 6.0) * a))), ((c * c) * (a / (b * b))))) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -5.5) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(Float64(Float64(Float64(Float64(a * a) * c) * Float64(c * c)) * Float64((b ^ -4.0) * -2.0)) - c) - fma(0.25, Float64((Float64(c * a) ^ 4.0) * Float64(20.0 / Float64((b ^ 6.0) * a))), Float64(Float64(c * c) * Float64(a / Float64(b * b))))) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -5.5], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(N[(N[(N[(a * a), $MachinePrecision] * c), $MachinePrecision] * N[(c * c), $MachinePrecision]), $MachinePrecision] * N[(N[Power[b, -4.0], $MachinePrecision] * -2.0), $MachinePrecision]), $MachinePrecision] - c), $MachinePrecision] - N[(0.25 * N[(N[Power[N[(c * a), $MachinePrecision], 4.0], $MachinePrecision] * N[(20.0 / N[(N[Power[b, 6.0], $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(c * c), $MachinePrecision] * N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -5.5:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(\left(\left(\left(a \cdot a\right) \cdot c\right) \cdot \left(c \cdot c\right)\right) \cdot \left({b}^{-4} \cdot -2\right) - c\right) - \mathsf{fma}\left(0.25, {\left(c \cdot a\right)}^{4} \cdot \frac{20}{{b}^{6} \cdot a}, \left(c \cdot c\right) \cdot \frac{a}{b \cdot b}\right)}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -5.5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -5.5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites90.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -5.5)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(fma
(* (* (* c c) c) (* (* a a) -2.0))
(pow b -5.0)
(/
(-
(* (pow (* a c) 4.0) (* (/ 20.0 (* (pow b 6.0) a)) -0.25))
(fma (/ a (* b b)) (* c c) c))
b)))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -5.5) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = fma((((c * c) * c) * ((a * a) * -2.0)), pow(b, -5.0), (((pow((a * c), 4.0) * ((20.0 / (pow(b, 6.0) * a)) * -0.25)) - fma((a / (b * b)), (c * c), c)) / b));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -5.5) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = fma(Float64(Float64(Float64(c * c) * c) * Float64(Float64(a * a) * -2.0)), (b ^ -5.0), Float64(Float64(Float64((Float64(a * c) ^ 4.0) * Float64(Float64(20.0 / Float64((b ^ 6.0) * a)) * -0.25)) - fma(Float64(a / Float64(b * b)), Float64(c * c), c)) / b)); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -5.5], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(c * c), $MachinePrecision] * c), $MachinePrecision] * N[(N[(a * a), $MachinePrecision] * -2.0), $MachinePrecision]), $MachinePrecision] * N[Power[b, -5.0], $MachinePrecision] + N[(N[(N[(N[Power[N[(a * c), $MachinePrecision], 4.0], $MachinePrecision] * N[(N[(20.0 / N[(N[Power[b, 6.0], $MachinePrecision] * a), $MachinePrecision]), $MachinePrecision] * -0.25), $MachinePrecision]), $MachinePrecision] - N[(N[(a / N[(b * b), $MachinePrecision]), $MachinePrecision] * N[(c * c), $MachinePrecision] + c), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -5.5:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(\left(\left(c \cdot c\right) \cdot c\right) \cdot \left(\left(a \cdot a\right) \cdot -2\right), {b}^{-5}, \frac{{\left(a \cdot c\right)}^{4} \cdot \left(\frac{20}{{b}^{6} \cdot a} \cdot -0.25\right) - \mathsf{fma}\left(\frac{a}{b \cdot b}, c \cdot c, c\right)}{b}\right)\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -5.5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -5.5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
lift-+.f64N/A
+-commutativeN/A
lift-/.f64N/A
mult-flipN/A
lower-fma.f64N/A
Applied rewrites90.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -0.05)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(/
(-
(*
a
(-
(* -2.0 (/ (* a (pow c 3.0)) (pow b 4.0)))
(/ (pow c 2.0) (pow b 2.0))))
c)
b))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -0.05) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = ((a * ((-2.0 * ((a * pow(c, 3.0)) / pow(b, 4.0))) - (pow(c, 2.0) / pow(b, 2.0)))) - c) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -0.05) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(a * Float64(Float64(-2.0 * Float64(Float64(a * (c ^ 3.0)) / (b ^ 4.0))) - Float64((c ^ 2.0) / (b ^ 2.0)))) - c) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -0.05], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(a * N[(N[(-2.0 * N[(N[(a * N[Power[c, 3.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[Power[c, 2.0], $MachinePrecision] / N[Power[b, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - c), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{a \cdot \left(-2 \cdot \frac{a \cdot {c}^{3}}{{b}^{4}} - \frac{{c}^{2}}{{b}^{2}}\right) - c}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -0.050000000000000003Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
Taylor expanded in a around 0
lower--.f64N/A
Applied rewrites87.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -0.05)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(+
(/ (- (* -1.0 (/ (* a (pow c 2.0)) (pow b 2.0))) c) b)
(/ (* (* -2.0 (* a a)) (* (* c c) c)) (pow b 5.0))))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -0.05) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = (((-1.0 * ((a * pow(c, 2.0)) / pow(b, 2.0))) - c) / b) + (((-2.0 * (a * a)) * ((c * c) * c)) / pow(b, 5.0));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -0.05) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(Float64(-1.0 * Float64(Float64(a * (c ^ 2.0)) / (b ^ 2.0))) - c) / b) + Float64(Float64(Float64(-2.0 * Float64(a * a)) * Float64(Float64(c * c) * c)) / (b ^ 5.0))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -0.05], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(N[(-1.0 * N[(N[(a * N[Power[c, 2.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - c), $MachinePrecision] / b), $MachinePrecision] + N[(N[(N[(-2.0 * N[(a * a), $MachinePrecision]), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-1 \cdot \frac{a \cdot {c}^{2}}{{b}^{2}} - c}{b} + \frac{\left(-2 \cdot \left(a \cdot a\right)\right) \cdot \left(\left(c \cdot c\right) \cdot c\right)}{{b}^{5}}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -0.050000000000000003Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
Taylor expanded in a around 0
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f64N/A
lower-pow.f6487.9
Applied rewrites87.9%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -0.05)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(*
c
(-
(* c (- (* -2.0 (/ (* (pow a 2.0) c) (pow b 5.0))) (/ a (pow b 3.0))))
(/ 1.0 b))))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -0.05) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = c * ((c * ((-2.0 * ((pow(a, 2.0) * c) / pow(b, 5.0))) - (a / pow(b, 3.0)))) - (1.0 / b));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -0.05) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(c * Float64(Float64(c * Float64(Float64(-2.0 * Float64(Float64((a ^ 2.0) * c) / (b ^ 5.0))) - Float64(a / (b ^ 3.0)))) - Float64(1.0 / b))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -0.05], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c * N[(N[(c * N[(N[(-2.0 * N[(N[(N[Power[a, 2.0], $MachinePrecision] * c), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(a / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(1.0 / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;c \cdot \left(c \cdot \left(-2 \cdot \frac{{a}^{2} \cdot c}{{b}^{5}} - \frac{a}{{b}^{3}}\right) - \frac{1}{b}\right)\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -0.050000000000000003Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
Applied rewrites87.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -0.05)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(+
(/ (* c (- (* -1.0 (/ (* a c) (pow b 2.0))) 1.0)) b)
(/ (* (* -2.0 (* a a)) (* (* c c) c)) (pow b 5.0))))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -0.05) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = ((c * ((-1.0 * ((a * c) / pow(b, 2.0))) - 1.0)) / b) + (((-2.0 * (a * a)) * ((c * c) * c)) / pow(b, 5.0));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -0.05) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(c * Float64(Float64(-1.0 * Float64(Float64(a * c) / (b ^ 2.0))) - 1.0)) / b) + Float64(Float64(Float64(-2.0 * Float64(a * a)) * Float64(Float64(c * c) * c)) / (b ^ 5.0))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -0.05], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(N[(c * N[(N[(-1.0 * N[(N[(a * c), $MachinePrecision] / N[Power[b, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision] + N[(N[(N[(-2.0 * N[(a * a), $MachinePrecision]), $MachinePrecision] * N[(N[(c * c), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision] / N[Power[b, 5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -0.05:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot \left(-1 \cdot \frac{a \cdot c}{{b}^{2}} - 1\right)}{b} + \frac{\left(-2 \cdot \left(a \cdot a\right)\right) \cdot \left(\left(c \cdot c\right) \cdot c\right)}{{b}^{5}}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -0.050000000000000003Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -0.050000000000000003 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f6487.8
Applied rewrites87.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -2e-5)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(/ (- (- c) (/ (* a (pow c 2.0)) (pow b 2.0))) b))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -2e-5) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = (-c - ((a * pow(c, 2.0)) / pow(b, 2.0))) / b;
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -2e-5) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(Float64(Float64(-c) - Float64(Float64(a * (c ^ 2.0)) / (b ^ 2.0))) / b); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -2e-5], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[((-c) - N[(N[(a * N[Power[c, 2.0], $MachinePrecision]), $MachinePrecision] / N[Power[b, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{\left(-c\right) - \frac{a \cdot {c}^{2}}{{b}^{2}}}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -2.00000000000000016e-5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -2.00000000000000016e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Applied rewrites91.0%
Taylor expanded in a around 0
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f64N/A
lower-pow.f6481.8
Applied rewrites81.8%
(FPCore (a b c)
:precision binary64
(let* ((t_0 (fma (* c -4.0) a (* b b))))
(if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -2e-5)
(/ (/ (- t_0 (* b b)) (+ (sqrt t_0) b)) (* 2.0 a))
(* c (- (* -1.0 (/ (* a c) (pow b 3.0))) (/ 1.0 b))))))double code(double a, double b, double c) {
double t_0 = fma((c * -4.0), a, (b * b));
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -2e-5) {
tmp = ((t_0 - (b * b)) / (sqrt(t_0) + b)) / (2.0 * a);
} else {
tmp = c * ((-1.0 * ((a * c) / pow(b, 3.0))) - (1.0 / b));
}
return tmp;
}
function code(a, b, c) t_0 = fma(Float64(c * -4.0), a, Float64(b * b)) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -2e-5) tmp = Float64(Float64(Float64(t_0 - Float64(b * b)) / Float64(sqrt(t_0) + b)) / Float64(2.0 * a)); else tmp = Float64(c * Float64(Float64(-1.0 * Float64(Float64(a * c) / (b ^ 3.0))) - Float64(1.0 / b))); end return tmp end
code[a_, b_, c_] := Block[{t$95$0 = N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[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], -2e-5], N[(N[(N[(t$95$0 - N[(b * b), $MachinePrecision]), $MachinePrecision] / N[(N[Sqrt[t$95$0], $MachinePrecision] + b), $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c * N[(N[(-1.0 * N[(N[(a * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(1.0 / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
t_0 := \mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)\\
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\frac{t\_0 - b \cdot b}{\sqrt{t\_0} + b}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;c \cdot \left(-1 \cdot \frac{a \cdot c}{{b}^{3}} - \frac{1}{b}\right)\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -2.00000000000000016e-5Initial program 54.9%
lift-+.f64N/A
+-commutativeN/A
add-flipN/A
flip--N/A
lower-unsound-/.f64N/A
Applied rewrites56.5%
if -2.00000000000000016e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f64N/A
lower-/.f6481.6
Applied rewrites81.6%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -2e-5) (/ (+ (- b) (sqrt (fma b b (* (* -4.0 a) c)))) (* 2.0 a)) (* c (- (* -1.0 (/ (* a c) (pow b 3.0))) (/ 1.0 b)))))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -2e-5) {
tmp = (-b + sqrt(fma(b, b, ((-4.0 * a) * c)))) / (2.0 * a);
} else {
tmp = c * ((-1.0 * ((a * c) / pow(b, 3.0))) - (1.0 / b));
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -2e-5) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(Float64(-4.0 * a) * c)))) / Float64(2.0 * a)); else tmp = Float64(c * Float64(Float64(-1.0 * Float64(Float64(a * c) / (b ^ 3.0))) - Float64(1.0 / b))); end return tmp end
code[a_, b_, c_] := If[LessEqual[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], -2e-5], N[(N[((-b) + N[Sqrt[N[(b * b + N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(c * N[(N[(-1.0 * N[(N[(a * c), $MachinePrecision] / N[Power[b, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(1.0 / b), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, \left(-4 \cdot a\right) \cdot c\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;c \cdot \left(-1 \cdot \frac{a \cdot c}{{b}^{3}} - \frac{1}{b}\right)\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -2.00000000000000016e-5Initial program 54.9%
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
lift-*.f64N/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-neg-revN/A
lower-fma.f64N/A
lift-neg.f64N/A
remove-double-negN/A
lift-neg.f64N/A
remove-double-negN/A
lower-*.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
metadata-eval55.0
Applied rewrites55.0%
if -2.00000000000000016e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f64N/A
lower-/.f6481.6
Applied rewrites81.6%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -2e-5) (/ (+ (- b) (sqrt (fma b b (* (* -4.0 a) c)))) (* 2.0 a)) (/ (* c (- (* -1.0 (/ (* a c) (pow b 2.0))) 1.0)) b)))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -2e-5) {
tmp = (-b + sqrt(fma(b, b, ((-4.0 * a) * c)))) / (2.0 * a);
} else {
tmp = (c * ((-1.0 * ((a * c) / pow(b, 2.0))) - 1.0)) / b;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -2e-5) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(Float64(-4.0 * a) * c)))) / Float64(2.0 * a)); else tmp = Float64(Float64(c * Float64(Float64(-1.0 * Float64(Float64(a * c) / (b ^ 2.0))) - 1.0)) / b); end return tmp end
code[a_, b_, c_] := If[LessEqual[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], -2e-5], N[(N[((-b) + N[Sqrt[N[(b * b + N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[(N[(c * N[(N[(-1.0 * N[(N[(a * c), $MachinePrecision] / N[Power[b, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.0), $MachinePrecision]), $MachinePrecision] / b), $MachinePrecision]]
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -2 \cdot 10^{-5}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, \left(-4 \cdot a\right) \cdot c\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{c \cdot \left(-1 \cdot \frac{a \cdot c}{{b}^{2}} - 1\right)}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -2.00000000000000016e-5Initial program 54.9%
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
lift-*.f64N/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-neg-revN/A
lower-fma.f64N/A
lift-neg.f64N/A
remove-double-negN/A
lift-neg.f64N/A
remove-double-negN/A
lower-*.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
metadata-eval55.0
Applied rewrites55.0%
if -2.00000000000000016e-5 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-/.f64N/A
Applied rewrites90.9%
Taylor expanded in c around 0
lower-*.f64N/A
lower--.f64N/A
lower-*.f64N/A
lower-/.f64N/A
lower-*.f64N/A
lower-pow.f6481.7
Applied rewrites81.7%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -8e-6) (/ (+ (- b) (sqrt (fma b b (* (* -4.0 a) c)))) (* 2.0 a)) (/ (- c) b)))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -8e-6) {
tmp = (-b + sqrt(fma(b, b, ((-4.0 * a) * c)))) / (2.0 * a);
} else {
tmp = -c / b;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -8e-6) tmp = Float64(Float64(Float64(-b) + sqrt(fma(b, b, Float64(Float64(-4.0 * a) * c)))) / Float64(2.0 * a)); else tmp = Float64(Float64(-c) / b); end return tmp end
code[a_, b_, c_] := If[LessEqual[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], -8e-6], N[(N[((-b) + N[Sqrt[N[(b * b + N[(N[(-4.0 * a), $MachinePrecision] * c), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / N[(2.0 * a), $MachinePrecision]), $MachinePrecision], N[((-c) / b), $MachinePrecision]]
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -8 \cdot 10^{-6}:\\
\;\;\;\;\frac{\left(-b\right) + \sqrt{\mathsf{fma}\left(b, b, \left(-4 \cdot a\right) \cdot c\right)}}{2 \cdot a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -7.99999999999999964e-6Initial program 54.9%
lift--.f64N/A
lift-*.f64N/A
fp-cancel-sub-sign-invN/A
lift-*.f64N/A
sqr-neg-revN/A
lift-neg.f64N/A
lift-neg.f64N/A
sqr-neg-revN/A
lower-fma.f64N/A
lift-neg.f64N/A
remove-double-negN/A
lift-neg.f64N/A
remove-double-negN/A
lower-*.f64N/A
lift-*.f64N/A
distribute-lft-neg-inN/A
lower-*.f64N/A
metadata-eval55.0
Applied rewrites55.0%
if -7.99999999999999964e-6 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-*.f64N/A
lower-/.f6464.8
Applied rewrites64.8%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6464.8
Applied rewrites64.8%
(FPCore (a b c) :precision binary64 (if (<= (/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a)) -8e-6) (/ (- (sqrt (fma (* c -4.0) a (* b b))) b) (+ a a)) (/ (- c) b)))
double code(double a, double b, double c) {
double tmp;
if (((-b + sqrt(((b * b) - ((4.0 * a) * c)))) / (2.0 * a)) <= -8e-6) {
tmp = (sqrt(fma((c * -4.0), a, (b * b))) - b) / (a + a);
} else {
tmp = -c / b;
}
return tmp;
}
function code(a, b, c) tmp = 0.0 if (Float64(Float64(Float64(-b) + sqrt(Float64(Float64(b * b) - Float64(Float64(4.0 * a) * c)))) / Float64(2.0 * a)) <= -8e-6) tmp = Float64(Float64(sqrt(fma(Float64(c * -4.0), a, Float64(b * b))) - b) / Float64(a + a)); else tmp = Float64(Float64(-c) / b); end return tmp end
code[a_, b_, c_] := If[LessEqual[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], -8e-6], N[(N[(N[Sqrt[N[(N[(c * -4.0), $MachinePrecision] * a + N[(b * b), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - b), $MachinePrecision] / N[(a + a), $MachinePrecision]), $MachinePrecision], N[((-c) / b), $MachinePrecision]]
\begin{array}{l}
\mathbf{if}\;\frac{\left(-b\right) + \sqrt{b \cdot b - \left(4 \cdot a\right) \cdot c}}{2 \cdot a} \leq -8 \cdot 10^{-6}:\\
\;\;\;\;\frac{\sqrt{\mathsf{fma}\left(c \cdot -4, a, b \cdot b\right)} - b}{a + a}\\
\mathbf{else}:\\
\;\;\;\;\frac{-c}{b}\\
\end{array}
if (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) < -7.99999999999999964e-6Initial program 54.9%
Applied rewrites54.9%
if -7.99999999999999964e-6 < (/.f64 (+.f64 (neg.f64 b) (sqrt.f64 (-.f64 (*.f64 b b) (*.f64 (*.f64 #s(literal 4 binary64) a) c)))) (*.f64 #s(literal 2 binary64) a)) Initial program 54.9%
Taylor expanded in b around inf
lower-*.f64N/A
lower-/.f6464.8
Applied rewrites64.8%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6464.8
Applied rewrites64.8%
(FPCore (a b c) :precision binary64 (/ (- c) b))
double code(double a, double b, double c) {
return -c / b;
}
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
end function
public static double code(double a, double b, double c) {
return -c / b;
}
def code(a, b, c): return -c / b
function code(a, b, c) return Float64(Float64(-c) / b) end
function tmp = code(a, b, c) tmp = -c / b; end
code[a_, b_, c_] := N[((-c) / b), $MachinePrecision]
\frac{-c}{b}
Initial program 54.9%
Taylor expanded in b around inf
lower-*.f64N/A
lower-/.f6464.8
Applied rewrites64.8%
lift-*.f64N/A
lift-/.f64N/A
associate-*r/N/A
lower-/.f64N/A
mul-1-negN/A
lower-neg.f6464.8
Applied rewrites64.8%
herbie shell --seed 2025181
(FPCore (a b c)
:name "Quadratic roots, 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) (* (* 4.0 a) c)))) (* 2.0 a)))