
(FPCore (x y z)
:precision binary64
(fmax
(-
(sqrt
(+ (+ (pow (* x 30.0) 2.0) (pow (* y 30.0) 2.0)) (pow (* z 30.0) 2.0)))
25.0)
(-
(fabs
(+
(+
(* (sin (* x 30.0)) (cos (* y 30.0)))
(* (sin (* y 30.0)) (cos (* z 30.0))))
(* (sin (* z 30.0)) (cos (* x 30.0)))))
0.2)))
double code(double x, double y, double z) {
return fmax((sqrt(((pow((x * 30.0), 2.0) + pow((y * 30.0), 2.0)) + pow((z * 30.0), 2.0))) - 25.0), (fabs((((sin((x * 30.0)) * cos((y * 30.0))) + (sin((y * 30.0)) * cos((z * 30.0)))) + (sin((z * 30.0)) * cos((x * 30.0))))) - 0.2));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
code = fmax((sqrt(((((x * 30.0d0) ** 2.0d0) + ((y * 30.0d0) ** 2.0d0)) + ((z * 30.0d0) ** 2.0d0))) - 25.0d0), (abs((((sin((x * 30.0d0)) * cos((y * 30.0d0))) + (sin((y * 30.0d0)) * cos((z * 30.0d0)))) + (sin((z * 30.0d0)) * cos((x * 30.0d0))))) - 0.2d0))
end function
public static double code(double x, double y, double z) {
return fmax((Math.sqrt(((Math.pow((x * 30.0), 2.0) + Math.pow((y * 30.0), 2.0)) + Math.pow((z * 30.0), 2.0))) - 25.0), (Math.abs((((Math.sin((x * 30.0)) * Math.cos((y * 30.0))) + (Math.sin((y * 30.0)) * Math.cos((z * 30.0)))) + (Math.sin((z * 30.0)) * Math.cos((x * 30.0))))) - 0.2));
}
def code(x, y, z): return fmax((math.sqrt(((math.pow((x * 30.0), 2.0) + math.pow((y * 30.0), 2.0)) + math.pow((z * 30.0), 2.0))) - 25.0), (math.fabs((((math.sin((x * 30.0)) * math.cos((y * 30.0))) + (math.sin((y * 30.0)) * math.cos((z * 30.0)))) + (math.sin((z * 30.0)) * math.cos((x * 30.0))))) - 0.2))
function code(x, y, z) return fmax(Float64(sqrt(Float64(Float64((Float64(x * 30.0) ^ 2.0) + (Float64(y * 30.0) ^ 2.0)) + (Float64(z * 30.0) ^ 2.0))) - 25.0), Float64(abs(Float64(Float64(Float64(sin(Float64(x * 30.0)) * cos(Float64(y * 30.0))) + Float64(sin(Float64(y * 30.0)) * cos(Float64(z * 30.0)))) + Float64(sin(Float64(z * 30.0)) * cos(Float64(x * 30.0))))) - 0.2)) end
function tmp = code(x, y, z) tmp = max((sqrt(((((x * 30.0) ^ 2.0) + ((y * 30.0) ^ 2.0)) + ((z * 30.0) ^ 2.0))) - 25.0), (abs((((sin((x * 30.0)) * cos((y * 30.0))) + (sin((y * 30.0)) * cos((z * 30.0)))) + (sin((z * 30.0)) * cos((x * 30.0))))) - 0.2)); end
code[x_, y_, z_] := N[Max[N[(N[Sqrt[N[(N[(N[Power[N[(x * 30.0), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(y * 30.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] + N[Power[N[(z * 30.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(N[(N[(N[Sin[N[(x * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[(N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(x * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(\sqrt{\left({\left(x \cdot 30\right)}^{2} + {\left(y \cdot 30\right)}^{2}\right) + {\left(z \cdot 30\right)}^{2}} - 25, \left|\left(\sin \left(x \cdot 30\right) \cdot \cos \left(y \cdot 30\right) + \sin \left(y \cdot 30\right) \cdot \cos \left(z \cdot 30\right)\right) + \sin \left(z \cdot 30\right) \cdot \cos \left(x \cdot 30\right)\right| - 0.2\right)
\end{array}
Herbie found 11 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x y z)
:precision binary64
(fmax
(-
(sqrt
(+ (+ (pow (* x 30.0) 2.0) (pow (* y 30.0) 2.0)) (pow (* z 30.0) 2.0)))
25.0)
(-
(fabs
(+
(+
(* (sin (* x 30.0)) (cos (* y 30.0)))
(* (sin (* y 30.0)) (cos (* z 30.0))))
(* (sin (* z 30.0)) (cos (* x 30.0)))))
0.2)))
double code(double x, double y, double z) {
return fmax((sqrt(((pow((x * 30.0), 2.0) + pow((y * 30.0), 2.0)) + pow((z * 30.0), 2.0))) - 25.0), (fabs((((sin((x * 30.0)) * cos((y * 30.0))) + (sin((y * 30.0)) * cos((z * 30.0)))) + (sin((z * 30.0)) * cos((x * 30.0))))) - 0.2));
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x, y, z)
use fmin_fmax_functions
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8), intent (in) :: z
code = fmax((sqrt(((((x * 30.0d0) ** 2.0d0) + ((y * 30.0d0) ** 2.0d0)) + ((z * 30.0d0) ** 2.0d0))) - 25.0d0), (abs((((sin((x * 30.0d0)) * cos((y * 30.0d0))) + (sin((y * 30.0d0)) * cos((z * 30.0d0)))) + (sin((z * 30.0d0)) * cos((x * 30.0d0))))) - 0.2d0))
end function
public static double code(double x, double y, double z) {
return fmax((Math.sqrt(((Math.pow((x * 30.0), 2.0) + Math.pow((y * 30.0), 2.0)) + Math.pow((z * 30.0), 2.0))) - 25.0), (Math.abs((((Math.sin((x * 30.0)) * Math.cos((y * 30.0))) + (Math.sin((y * 30.0)) * Math.cos((z * 30.0)))) + (Math.sin((z * 30.0)) * Math.cos((x * 30.0))))) - 0.2));
}
def code(x, y, z): return fmax((math.sqrt(((math.pow((x * 30.0), 2.0) + math.pow((y * 30.0), 2.0)) + math.pow((z * 30.0), 2.0))) - 25.0), (math.fabs((((math.sin((x * 30.0)) * math.cos((y * 30.0))) + (math.sin((y * 30.0)) * math.cos((z * 30.0)))) + (math.sin((z * 30.0)) * math.cos((x * 30.0))))) - 0.2))
function code(x, y, z) return fmax(Float64(sqrt(Float64(Float64((Float64(x * 30.0) ^ 2.0) + (Float64(y * 30.0) ^ 2.0)) + (Float64(z * 30.0) ^ 2.0))) - 25.0), Float64(abs(Float64(Float64(Float64(sin(Float64(x * 30.0)) * cos(Float64(y * 30.0))) + Float64(sin(Float64(y * 30.0)) * cos(Float64(z * 30.0)))) + Float64(sin(Float64(z * 30.0)) * cos(Float64(x * 30.0))))) - 0.2)) end
function tmp = code(x, y, z) tmp = max((sqrt(((((x * 30.0) ^ 2.0) + ((y * 30.0) ^ 2.0)) + ((z * 30.0) ^ 2.0))) - 25.0), (abs((((sin((x * 30.0)) * cos((y * 30.0))) + (sin((y * 30.0)) * cos((z * 30.0)))) + (sin((z * 30.0)) * cos((x * 30.0))))) - 0.2)); end
code[x_, y_, z_] := N[Max[N[(N[Sqrt[N[(N[(N[Power[N[(x * 30.0), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(y * 30.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] + N[Power[N[(z * 30.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(N[(N[(N[Sin[N[(x * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[(N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(x * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(\sqrt{\left({\left(x \cdot 30\right)}^{2} + {\left(y \cdot 30\right)}^{2}\right) + {\left(z \cdot 30\right)}^{2}} - 25, \left|\left(\sin \left(x \cdot 30\right) \cdot \cos \left(y \cdot 30\right) + \sin \left(y \cdot 30\right) \cdot \cos \left(z \cdot 30\right)\right) + \sin \left(z \cdot 30\right) \cdot \cos \left(x \cdot 30\right)\right| - 0.2\right)
\end{array}
(FPCore (x y z)
:precision binary64
(let* ((t_0 (sin (* z 30.0)))
(t_1 (* t_0 (cos (* x 30.0))))
(t_2 (sin (* y 30.0)))
(t_3 (cos (* z 30.0))))
(if (<= z -1.45e+88)
(fmax (* -30.0 z) (- (fabs (+ (fma y 30.0 (sin (* 30.0 x))) t_1)) 0.2))
(if (<= z 3.7e+160)
(fmax
(- (hypot (* y 30.0) (* 30.0 x)) 25.0)
(-
(fabs (+ (+ (* (sin (* x 30.0)) (cos (* y 30.0))) (* t_2 t_3)) t_1))
0.2))
(fmax (* 30.0 z) (- (fabs (fma t_2 t_3 t_0)) 0.2))))))
double code(double x, double y, double z) {
double t_0 = sin((z * 30.0));
double t_1 = t_0 * cos((x * 30.0));
double t_2 = sin((y * 30.0));
double t_3 = cos((z * 30.0));
double tmp;
if (z <= -1.45e+88) {
tmp = fmax((-30.0 * z), (fabs((fma(y, 30.0, sin((30.0 * x))) + t_1)) - 0.2));
} else if (z <= 3.7e+160) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs((((sin((x * 30.0)) * cos((y * 30.0))) + (t_2 * t_3)) + t_1)) - 0.2));
} else {
tmp = fmax((30.0 * z), (fabs(fma(t_2, t_3, t_0)) - 0.2));
}
return tmp;
}
function code(x, y, z) t_0 = sin(Float64(z * 30.0)) t_1 = Float64(t_0 * cos(Float64(x * 30.0))) t_2 = sin(Float64(y * 30.0)) t_3 = cos(Float64(z * 30.0)) tmp = 0.0 if (z <= -1.45e+88) tmp = fmax(Float64(-30.0 * z), Float64(abs(Float64(fma(y, 30.0, sin(Float64(30.0 * x))) + t_1)) - 0.2)); elseif (z <= 3.7e+160) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(Float64(Float64(Float64(sin(Float64(x * 30.0)) * cos(Float64(y * 30.0))) + Float64(t_2 * t_3)) + t_1)) - 0.2)); else tmp = fmax(Float64(30.0 * z), Float64(abs(fma(t_2, t_3, t_0)) - 0.2)); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(t$95$0 * N[Cos[N[(x * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$3 = N[Cos[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -1.45e+88], N[Max[N[(-30.0 * z), $MachinePrecision], N[(N[Abs[N[(N[(y * 30.0 + N[Sin[N[(30.0 * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + t$95$1), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], If[LessEqual[z, 3.7e+160], N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(N[(N[(N[Sin[N[(x * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[(t$95$2 * t$95$3), $MachinePrecision]), $MachinePrecision] + t$95$1), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(30.0 * z), $MachinePrecision], N[(N[Abs[N[(t$95$2 * t$95$3 + t$95$0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(z \cdot 30\right)\\
t_1 := t\_0 \cdot \cos \left(x \cdot 30\right)\\
t_2 := \sin \left(y \cdot 30\right)\\
t_3 := \cos \left(z \cdot 30\right)\\
\mathbf{if}\;z \leq -1.45 \cdot 10^{+88}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot z, \left|\mathsf{fma}\left(y, 30, \sin \left(30 \cdot x\right)\right) + t\_1\right| - 0.2\right)\\
\mathbf{elif}\;z \leq 3.7 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|\left(\sin \left(x \cdot 30\right) \cdot \cos \left(y \cdot 30\right) + t\_2 \cdot t\_3\right) + t\_1\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(30 \cdot z, \left|\mathsf{fma}\left(t\_2, t\_3, t\_0\right)\right| - 0.2\right)\\
\end{array}
\end{array}
if z < -1.45e88Initial program 46.7%
Taylor expanded in z around -inf
lower-*.f6418.3
Applied rewrites18.3%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
*-commutativeN/A
lower-*.f6436.8
Applied rewrites36.8%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lift-sin.f64N/A
lift-*.f6445.4
Applied rewrites45.4%
if -1.45e88 < z < 3.70000000000000016e160Initial program 46.7%
Taylor expanded in z around 0
lower-sqrt.f64N/A
distribute-lft-outN/A
lower-*.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.7
Applied rewrites36.7%
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
distribute-lft-outN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
lower-hypot.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6471.6
Applied rewrites71.6%
if 3.70000000000000016e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6429.7
Applied rewrites29.7%
Taylor expanded in z around inf
Applied rewrites18.3%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (sin (* z 30.0))))
(if (<= z -1.45e+88)
(fmax
(* -30.0 z)
(-
(fabs (+ (fma y 30.0 (sin (* 30.0 x))) (* t_0 (cos (* x 30.0)))))
0.2))
(if (<= z 3.7e+160)
(fmax (- (hypot (* y 30.0) (* 30.0 x)) 25.0) (- (fabs t_0) 0.2))
(fmax
(* 30.0 z)
(- (fabs (fma (sin (* y 30.0)) (cos (* z 30.0)) t_0)) 0.2))))))
double code(double x, double y, double z) {
double t_0 = sin((z * 30.0));
double tmp;
if (z <= -1.45e+88) {
tmp = fmax((-30.0 * z), (fabs((fma(y, 30.0, sin((30.0 * x))) + (t_0 * cos((x * 30.0))))) - 0.2));
} else if (z <= 3.7e+160) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs(t_0) - 0.2));
} else {
tmp = fmax((30.0 * z), (fabs(fma(sin((y * 30.0)), cos((z * 30.0)), t_0)) - 0.2));
}
return tmp;
}
function code(x, y, z) t_0 = sin(Float64(z * 30.0)) tmp = 0.0 if (z <= -1.45e+88) tmp = fmax(Float64(-30.0 * z), Float64(abs(Float64(fma(y, 30.0, sin(Float64(30.0 * x))) + Float64(t_0 * cos(Float64(x * 30.0))))) - 0.2)); elseif (z <= 3.7e+160) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(t_0) - 0.2)); else tmp = fmax(Float64(30.0 * z), Float64(abs(fma(sin(Float64(y * 30.0)), cos(Float64(z * 30.0)), t_0)) - 0.2)); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -1.45e+88], N[Max[N[(-30.0 * z), $MachinePrecision], N[(N[Abs[N[(N[(y * 30.0 + N[Sin[N[(30.0 * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + N[(t$95$0 * N[Cos[N[(x * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], If[LessEqual[z, 3.7e+160], N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[t$95$0], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(30.0 * z), $MachinePrecision], N[(N[Abs[N[(N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision] * N[Cos[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] + t$95$0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(z \cdot 30\right)\\
\mathbf{if}\;z \leq -1.45 \cdot 10^{+88}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot z, \left|\mathsf{fma}\left(y, 30, \sin \left(30 \cdot x\right)\right) + t\_0 \cdot \cos \left(x \cdot 30\right)\right| - 0.2\right)\\
\mathbf{elif}\;z \leq 3.7 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|t\_0\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(30 \cdot z, \left|\mathsf{fma}\left(\sin \left(y \cdot 30\right), \cos \left(z \cdot 30\right), t\_0\right)\right| - 0.2\right)\\
\end{array}
\end{array}
if z < -1.45e88Initial program 46.7%
Taylor expanded in z around -inf
lower-*.f6418.3
Applied rewrites18.3%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
*-commutativeN/A
lower-*.f6436.8
Applied rewrites36.8%
Taylor expanded in z around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
lift-sin.f64N/A
lift-*.f6445.4
Applied rewrites45.4%
if -1.45e88 < z < 3.70000000000000016e160Initial program 46.7%
Taylor expanded in z around 0
lower-sqrt.f64N/A
distribute-lft-outN/A
lower-*.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.7
Applied rewrites36.7%
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
distribute-lft-outN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
lower-hypot.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6471.6
Applied rewrites71.6%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
lower-cos.f64N/A
lift-*.f64N/A
lift-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6471.0
Applied rewrites71.0%
if 3.70000000000000016e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6429.7
Applied rewrites29.7%
Taylor expanded in z around inf
Applied rewrites18.3%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (sin (* z 30.0))) (t_1 (cos (* z 30.0))))
(if (<= z -1.6e+200)
(fmax
(* -30.0 z)
(- (fabs (+ (fma (* t_1 y) 30.0 (sin (* 30.0 x))) t_0)) 0.2))
(if (<= z 3.7e+160)
(fmax (- (hypot (* y 30.0) (* 30.0 x)) 25.0) (- (fabs t_0) 0.2))
(fmax (* 30.0 z) (- (fabs (fma (sin (* y 30.0)) t_1 t_0)) 0.2))))))
double code(double x, double y, double z) {
double t_0 = sin((z * 30.0));
double t_1 = cos((z * 30.0));
double tmp;
if (z <= -1.6e+200) {
tmp = fmax((-30.0 * z), (fabs((fma((t_1 * y), 30.0, sin((30.0 * x))) + t_0)) - 0.2));
} else if (z <= 3.7e+160) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs(t_0) - 0.2));
} else {
tmp = fmax((30.0 * z), (fabs(fma(sin((y * 30.0)), t_1, t_0)) - 0.2));
}
return tmp;
}
function code(x, y, z) t_0 = sin(Float64(z * 30.0)) t_1 = cos(Float64(z * 30.0)) tmp = 0.0 if (z <= -1.6e+200) tmp = fmax(Float64(-30.0 * z), Float64(abs(Float64(fma(Float64(t_1 * y), 30.0, sin(Float64(30.0 * x))) + t_0)) - 0.2)); elseif (z <= 3.7e+160) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(t_0) - 0.2)); else tmp = fmax(Float64(30.0 * z), Float64(abs(fma(sin(Float64(y * 30.0)), t_1, t_0)) - 0.2)); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[Cos[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -1.6e+200], N[Max[N[(-30.0 * z), $MachinePrecision], N[(N[Abs[N[(N[(N[(t$95$1 * y), $MachinePrecision] * 30.0 + N[Sin[N[(30.0 * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] + t$95$0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], If[LessEqual[z, 3.7e+160], N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[t$95$0], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(30.0 * z), $MachinePrecision], N[(N[Abs[N[(N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision] * t$95$1 + t$95$0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(z \cdot 30\right)\\
t_1 := \cos \left(z \cdot 30\right)\\
\mathbf{if}\;z \leq -1.6 \cdot 10^{+200}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot z, \left|\mathsf{fma}\left(t\_1 \cdot y, 30, \sin \left(30 \cdot x\right)\right) + t\_0\right| - 0.2\right)\\
\mathbf{elif}\;z \leq 3.7 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|t\_0\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(30 \cdot z, \left|\mathsf{fma}\left(\sin \left(y \cdot 30\right), t\_1, t\_0\right)\right| - 0.2\right)\\
\end{array}
\end{array}
if z < -1.60000000000000016e200Initial program 46.7%
Taylor expanded in z around -inf
lower-*.f6418.3
Applied rewrites18.3%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lower-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
*-commutativeN/A
lower-*.f6436.8
Applied rewrites36.8%
Taylor expanded in x around 0
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6436.8
Applied rewrites36.8%
if -1.60000000000000016e200 < z < 3.70000000000000016e160Initial program 46.7%
Taylor expanded in z around 0
lower-sqrt.f64N/A
distribute-lft-outN/A
lower-*.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.7
Applied rewrites36.7%
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
distribute-lft-outN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
lower-hypot.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6471.6
Applied rewrites71.6%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
lower-cos.f64N/A
lift-*.f64N/A
lift-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6471.0
Applied rewrites71.0%
if 3.70000000000000016e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6429.7
Applied rewrites29.7%
Taylor expanded in z around inf
Applied rewrites18.3%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (sin (* z 30.0))) (t_1 (sin (* y 30.0))))
(if (<= z -1.6e+200)
(fmax
(-
(sqrt
(+
(+ (pow (* x 30.0) 2.0) (pow (* y 30.0) 2.0))
(exp (* (log (* z 30.0)) 2.0))))
25.0)
(- (fabs (fma z 30.0 t_1)) 0.2))
(if (<= z 3.7e+160)
(fmax (- (hypot (* y 30.0) (* 30.0 x)) 25.0) (- (fabs t_0) 0.2))
(fmax (* 30.0 z) (- (fabs (fma t_1 (cos (* z 30.0)) t_0)) 0.2))))))
double code(double x, double y, double z) {
double t_0 = sin((z * 30.0));
double t_1 = sin((y * 30.0));
double tmp;
if (z <= -1.6e+200) {
tmp = fmax((sqrt(((pow((x * 30.0), 2.0) + pow((y * 30.0), 2.0)) + exp((log((z * 30.0)) * 2.0)))) - 25.0), (fabs(fma(z, 30.0, t_1)) - 0.2));
} else if (z <= 3.7e+160) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs(t_0) - 0.2));
} else {
tmp = fmax((30.0 * z), (fabs(fma(t_1, cos((z * 30.0)), t_0)) - 0.2));
}
return tmp;
}
function code(x, y, z) t_0 = sin(Float64(z * 30.0)) t_1 = sin(Float64(y * 30.0)) tmp = 0.0 if (z <= -1.6e+200) tmp = fmax(Float64(sqrt(Float64(Float64((Float64(x * 30.0) ^ 2.0) + (Float64(y * 30.0) ^ 2.0)) + exp(Float64(log(Float64(z * 30.0)) * 2.0)))) - 25.0), Float64(abs(fma(z, 30.0, t_1)) - 0.2)); elseif (z <= 3.7e+160) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(t_0) - 0.2)); else tmp = fmax(Float64(30.0 * z), Float64(abs(fma(t_1, cos(Float64(z * 30.0)), t_0)) - 0.2)); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -1.6e+200], N[Max[N[(N[Sqrt[N[(N[(N[Power[N[(x * 30.0), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(y * 30.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] + N[Exp[N[(N[Log[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] * 2.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(z * 30.0 + t$95$1), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], If[LessEqual[z, 3.7e+160], N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[t$95$0], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(30.0 * z), $MachinePrecision], N[(N[Abs[N[(t$95$1 * N[Cos[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] + t$95$0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin \left(z \cdot 30\right)\\
t_1 := \sin \left(y \cdot 30\right)\\
\mathbf{if}\;z \leq -1.6 \cdot 10^{+200}:\\
\;\;\;\;\mathsf{max}\left(\sqrt{\left({\left(x \cdot 30\right)}^{2} + {\left(y \cdot 30\right)}^{2}\right) + e^{\log \left(z \cdot 30\right) \cdot 2}} - 25, \left|\mathsf{fma}\left(z, 30, t\_1\right)\right| - 0.2\right)\\
\mathbf{elif}\;z \leq 3.7 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|t\_0\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(30 \cdot z, \left|\mathsf{fma}\left(t\_1, \cos \left(z \cdot 30\right), t\_0\right)\right| - 0.2\right)\\
\end{array}
\end{array}
if z < -1.60000000000000016e200Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
lift-*.f64N/A
lift-pow.f64N/A
pow-to-expN/A
lower-exp.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-log.f64N/A
*-commutativeN/A
lift-*.f6444.4
Applied rewrites44.4%
if -1.60000000000000016e200 < z < 3.70000000000000016e160Initial program 46.7%
Taylor expanded in z around 0
lower-sqrt.f64N/A
distribute-lft-outN/A
lower-*.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.7
Applied rewrites36.7%
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
distribute-lft-outN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
lower-hypot.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6471.6
Applied rewrites71.6%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
lower-cos.f64N/A
lift-*.f64N/A
lift-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6471.0
Applied rewrites71.0%
if 3.70000000000000016e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around inf
*-commutativeN/A
lower-*.f64N/A
lower--.f64N/A
associate-*r/N/A
metadata-evalN/A
lower-/.f6429.7
Applied rewrites29.7%
Taylor expanded in z around inf
Applied rewrites18.3%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (fabs (fma z 30.0 (sin (* y 30.0)))) 0.2)))
(if (<= z -1.6e+200)
(fmax
(-
(sqrt
(+
(+ (pow (* x 30.0) 2.0) (pow (* y 30.0) 2.0))
(exp (* (log (* z 30.0)) 2.0))))
25.0)
t_0)
(if (<= z 3.7e+160)
(fmax
(- (hypot (* y 30.0) (* 30.0 x)) 25.0)
(- (fabs (sin (* z 30.0))) 0.2))
(fmax (- (sqrt (* (* x x) 900.0)) 25.0) t_0)))))
double code(double x, double y, double z) {
double t_0 = fabs(fma(z, 30.0, sin((y * 30.0)))) - 0.2;
double tmp;
if (z <= -1.6e+200) {
tmp = fmax((sqrt(((pow((x * 30.0), 2.0) + pow((y * 30.0), 2.0)) + exp((log((z * 30.0)) * 2.0)))) - 25.0), t_0);
} else if (z <= 3.7e+160) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs(sin((z * 30.0))) - 0.2));
} else {
tmp = fmax((sqrt(((x * x) * 900.0)) - 25.0), t_0);
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(fma(z, 30.0, sin(Float64(y * 30.0)))) - 0.2) tmp = 0.0 if (z <= -1.6e+200) tmp = fmax(Float64(sqrt(Float64(Float64((Float64(x * 30.0) ^ 2.0) + (Float64(y * 30.0) ^ 2.0)) + exp(Float64(log(Float64(z * 30.0)) * 2.0)))) - 25.0), t_0); elseif (z <= 3.7e+160) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(sin(Float64(z * 30.0))) - 0.2)); else tmp = fmax(Float64(sqrt(Float64(Float64(x * x) * 900.0)) - 25.0), t_0); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(z * 30.0 + N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, If[LessEqual[z, -1.6e+200], N[Max[N[(N[Sqrt[N[(N[(N[Power[N[(x * 30.0), $MachinePrecision], 2.0], $MachinePrecision] + N[Power[N[(y * 30.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] + N[Exp[N[(N[Log[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] * 2.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision], If[LessEqual[z, 3.7e+160], N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(N[Sqrt[N[(N[(x * x), $MachinePrecision] * 900.0), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\mathsf{fma}\left(z, 30, \sin \left(y \cdot 30\right)\right)\right| - 0.2\\
\mathbf{if}\;z \leq -1.6 \cdot 10^{+200}:\\
\;\;\;\;\mathsf{max}\left(\sqrt{\left({\left(x \cdot 30\right)}^{2} + {\left(y \cdot 30\right)}^{2}\right) + e^{\log \left(z \cdot 30\right) \cdot 2}} - 25, t\_0\right)\\
\mathbf{elif}\;z \leq 3.7 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|\sin \left(z \cdot 30\right)\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(\sqrt{\left(x \cdot x\right) \cdot 900} - 25, t\_0\right)\\
\end{array}
\end{array}
if z < -1.60000000000000016e200Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
lift-*.f64N/A
lift-pow.f64N/A
pow-to-expN/A
lower-exp.f64N/A
lower-*.f64N/A
*-commutativeN/A
lower-log.f64N/A
*-commutativeN/A
lift-*.f6444.4
Applied rewrites44.4%
if -1.60000000000000016e200 < z < 3.70000000000000016e160Initial program 46.7%
Taylor expanded in z around 0
lower-sqrt.f64N/A
distribute-lft-outN/A
lower-*.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.7
Applied rewrites36.7%
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
distribute-lft-outN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
lower-hypot.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6471.6
Applied rewrites71.6%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
lower-cos.f64N/A
lift-*.f64N/A
lift-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6471.0
Applied rewrites71.0%
if 3.70000000000000016e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f6451.2
Applied rewrites51.2%
(FPCore (x y z)
:precision binary64
(let* ((t_0
(fmax
(- (sqrt (* (* x x) 900.0)) 25.0)
(- (fabs (fma z 30.0 (sin (* y 30.0)))) 0.2))))
(if (<= z -1.9e+200)
t_0
(if (<= z 3.7e+160)
(fmax
(- (hypot (* y 30.0) (* 30.0 x)) 25.0)
(- (fabs (sin (* z 30.0))) 0.2))
t_0))))
double code(double x, double y, double z) {
double t_0 = fmax((sqrt(((x * x) * 900.0)) - 25.0), (fabs(fma(z, 30.0, sin((y * 30.0)))) - 0.2));
double tmp;
if (z <= -1.9e+200) {
tmp = t_0;
} else if (z <= 3.7e+160) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs(sin((z * 30.0))) - 0.2));
} else {
tmp = t_0;
}
return tmp;
}
function code(x, y, z) t_0 = fmax(Float64(sqrt(Float64(Float64(x * x) * 900.0)) - 25.0), Float64(abs(fma(z, 30.0, sin(Float64(y * 30.0)))) - 0.2)) tmp = 0.0 if (z <= -1.9e+200) tmp = t_0; elseif (z <= 3.7e+160) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(sin(Float64(z * 30.0))) - 0.2)); else tmp = t_0; end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Max[N[(N[Sqrt[N[(N[(x * x), $MachinePrecision] * 900.0), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(z * 30.0 + N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -1.9e+200], t$95$0, If[LessEqual[z, 3.7e+160], N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{max}\left(\sqrt{\left(x \cdot x\right) \cdot 900} - 25, \left|\mathsf{fma}\left(z, 30, \sin \left(y \cdot 30\right)\right)\right| - 0.2\right)\\
\mathbf{if}\;z \leq -1.9 \cdot 10^{+200}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;z \leq 3.7 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|\sin \left(z \cdot 30\right)\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if z < -1.89999999999999991e200 or 3.70000000000000016e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f6451.2
Applied rewrites51.2%
if -1.89999999999999991e200 < z < 3.70000000000000016e160Initial program 46.7%
Taylor expanded in z around 0
lower-sqrt.f64N/A
distribute-lft-outN/A
lower-*.f64N/A
unpow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.7
Applied rewrites36.7%
lift-sqrt.f64N/A
lift-*.f64N/A
lift-fma.f64N/A
pow2N/A
lift-*.f64N/A
pow2N/A
distribute-lft-outN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
unpow2N/A
lower-hypot.f64N/A
lift-*.f64N/A
*-commutativeN/A
lower-*.f6471.6
Applied rewrites71.6%
Taylor expanded in y around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
lower-cos.f64N/A
lift-*.f64N/A
lift-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6471.0
Applied rewrites71.0%
(FPCore (x y z)
:precision binary64
(let* ((t_0
(fmax
(- (sqrt (* (* x x) 900.0)) 25.0)
(- (fabs (fma z 30.0 (sin (* y 30.0)))) 0.2))))
(if (<= z -1.15e+157)
t_0
(if (<= z 1.4e+119)
(fmax
(- (sqrt (* 900.0 (fma x x (* z z)))) 25.0)
(- (fabs (* 30.0 (+ y z))) 0.2))
t_0))))
double code(double x, double y, double z) {
double t_0 = fmax((sqrt(((x * x) * 900.0)) - 25.0), (fabs(fma(z, 30.0, sin((y * 30.0)))) - 0.2));
double tmp;
if (z <= -1.15e+157) {
tmp = t_0;
} else if (z <= 1.4e+119) {
tmp = fmax((sqrt((900.0 * fma(x, x, (z * z)))) - 25.0), (fabs((30.0 * (y + z))) - 0.2));
} else {
tmp = t_0;
}
return tmp;
}
function code(x, y, z) t_0 = fmax(Float64(sqrt(Float64(Float64(x * x) * 900.0)) - 25.0), Float64(abs(fma(z, 30.0, sin(Float64(y * 30.0)))) - 0.2)) tmp = 0.0 if (z <= -1.15e+157) tmp = t_0; elseif (z <= 1.4e+119) tmp = fmax(Float64(sqrt(Float64(900.0 * fma(x, x, Float64(z * z)))) - 25.0), Float64(abs(Float64(30.0 * Float64(y + z))) - 0.2)); else tmp = t_0; end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Max[N[(N[Sqrt[N[(N[(x * x), $MachinePrecision] * 900.0), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(z * 30.0 + N[Sin[N[(y * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -1.15e+157], t$95$0, If[LessEqual[z, 1.4e+119], N[Max[N[(N[Sqrt[N[(900.0 * N[(x * x + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(30.0 * N[(y + z), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{max}\left(\sqrt{\left(x \cdot x\right) \cdot 900} - 25, \left|\mathsf{fma}\left(z, 30, \sin \left(y \cdot 30\right)\right)\right| - 0.2\right)\\
\mathbf{if}\;z \leq -1.15 \cdot 10^{+157}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;z \leq 1.4 \cdot 10^{+119}:\\
\;\;\;\;\mathsf{max}\left(\sqrt{900 \cdot \mathsf{fma}\left(x, x, z \cdot z\right)} - 25, \left|30 \cdot \left(y + z\right)\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if z < -1.15000000000000002e157 or 1.40000000000000007e119 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
pow2N/A
lift-*.f6451.2
Applied rewrites51.2%
if -1.15000000000000002e157 < z < 1.40000000000000007e119Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
lower-+.f6457.7
Applied rewrites57.7%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (fabs (* 30.0 (+ y z))) 0.2))
(t_1
(fmax
(-
(sqrt (* (+ (/ (* 900.0 (fma y y (* z z))) (* x x)) 900.0) (* x x)))
25.0)
t_0)))
(if (<= z -3.2e+173)
t_1
(if (<= z 1.9e+142)
(fmax (- (sqrt (* 900.0 (fma x x (* z z)))) 25.0) t_0)
t_1))))
double code(double x, double y, double z) {
double t_0 = fabs((30.0 * (y + z))) - 0.2;
double t_1 = fmax((sqrt(((((900.0 * fma(y, y, (z * z))) / (x * x)) + 900.0) * (x * x))) - 25.0), t_0);
double tmp;
if (z <= -3.2e+173) {
tmp = t_1;
} else if (z <= 1.9e+142) {
tmp = fmax((sqrt((900.0 * fma(x, x, (z * z)))) - 25.0), t_0);
} else {
tmp = t_1;
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(Float64(30.0 * Float64(y + z))) - 0.2) t_1 = fmax(Float64(sqrt(Float64(Float64(Float64(Float64(900.0 * fma(y, y, Float64(z * z))) / Float64(x * x)) + 900.0) * Float64(x * x))) - 25.0), t_0) tmp = 0.0 if (z <= -3.2e+173) tmp = t_1; elseif (z <= 1.9e+142) tmp = fmax(Float64(sqrt(Float64(900.0 * fma(x, x, Float64(z * z)))) - 25.0), t_0); else tmp = t_1; end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(30.0 * N[(y + z), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, Block[{t$95$1 = N[Max[N[(N[Sqrt[N[(N[(N[(N[(900.0 * N[(y * y + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(x * x), $MachinePrecision]), $MachinePrecision] + 900.0), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision]}, If[LessEqual[z, -3.2e+173], t$95$1, If[LessEqual[z, 1.9e+142], N[Max[N[(N[Sqrt[N[(900.0 * N[(x * x + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision], t$95$1]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|30 \cdot \left(y + z\right)\right| - 0.2\\
t_1 := \mathsf{max}\left(\sqrt{\left(\frac{900 \cdot \mathsf{fma}\left(y, y, z \cdot z\right)}{x \cdot x} + 900\right) \cdot \left(x \cdot x\right)} - 25, t\_0\right)\\
\mathbf{if}\;z \leq -3.2 \cdot 10^{+173}:\\
\;\;\;\;t\_1\\
\mathbf{elif}\;z \leq 1.9 \cdot 10^{+142}:\\
\;\;\;\;\mathsf{max}\left(\sqrt{900 \cdot \mathsf{fma}\left(x, x, z \cdot z\right)} - 25, t\_0\right)\\
\mathbf{else}:\\
\;\;\;\;t\_1\\
\end{array}
\end{array}
if z < -3.2000000000000003e173 or 1.89999999999999995e142 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites45.3%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
lower-+.f6455.9
Applied rewrites55.9%
if -3.2000000000000003e173 < z < 1.89999999999999995e142Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
lower-+.f6457.7
Applied rewrites57.7%
(FPCore (x y z)
:precision binary64
(let* ((t_0
(fmax
(-
(sqrt (* (+ (/ (* 900.0 (fma y y (* z z))) (* x x)) 900.0) (* x x)))
25.0)
(- (fabs (* z 30.0)) 0.2))))
(if (<= z -3.2e+173)
t_0
(if (<= z 2.8e+160)
(fmax
(- (sqrt (* 900.0 (fma x x (* z z)))) 25.0)
(- (fabs (* 30.0 (+ y z))) 0.2))
t_0))))
double code(double x, double y, double z) {
double t_0 = fmax((sqrt(((((900.0 * fma(y, y, (z * z))) / (x * x)) + 900.0) * (x * x))) - 25.0), (fabs((z * 30.0)) - 0.2));
double tmp;
if (z <= -3.2e+173) {
tmp = t_0;
} else if (z <= 2.8e+160) {
tmp = fmax((sqrt((900.0 * fma(x, x, (z * z)))) - 25.0), (fabs((30.0 * (y + z))) - 0.2));
} else {
tmp = t_0;
}
return tmp;
}
function code(x, y, z) t_0 = fmax(Float64(sqrt(Float64(Float64(Float64(Float64(900.0 * fma(y, y, Float64(z * z))) / Float64(x * x)) + 900.0) * Float64(x * x))) - 25.0), Float64(abs(Float64(z * 30.0)) - 0.2)) tmp = 0.0 if (z <= -3.2e+173) tmp = t_0; elseif (z <= 2.8e+160) tmp = fmax(Float64(sqrt(Float64(900.0 * fma(x, x, Float64(z * z)))) - 25.0), Float64(abs(Float64(30.0 * Float64(y + z))) - 0.2)); else tmp = t_0; end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[Max[N[(N[Sqrt[N[(N[(N[(N[(900.0 * N[(y * y + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(x * x), $MachinePrecision]), $MachinePrecision] + 900.0), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[z, -3.2e+173], t$95$0, If[LessEqual[z, 2.8e+160], N[Max[N[(N[Sqrt[N[(900.0 * N[(x * x + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(30.0 * N[(y + z), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], t$95$0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{max}\left(\sqrt{\left(\frac{900 \cdot \mathsf{fma}\left(y, y, z \cdot z\right)}{x \cdot x} + 900\right) \cdot \left(x \cdot x\right)} - 25, \left|z \cdot 30\right| - 0.2\right)\\
\mathbf{if}\;z \leq -3.2 \cdot 10^{+173}:\\
\;\;\;\;t\_0\\
\mathbf{elif}\;z \leq 2.8 \cdot 10^{+160}:\\
\;\;\;\;\mathsf{max}\left(\sqrt{900 \cdot \mathsf{fma}\left(x, x, z \cdot z\right)} - 25, \left|30 \cdot \left(y + z\right)\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;t\_0\\
\end{array}
\end{array}
if z < -3.2000000000000003e173 or 2.8e160 < z Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
Applied rewrites45.3%
Taylor expanded in y around 0
*-commutativeN/A
lift-*.f6444.8
Applied rewrites44.8%
if -3.2000000000000003e173 < z < 2.8e160Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
lower-+.f6457.7
Applied rewrites57.7%
(FPCore (x y z) :precision binary64 (fmax (- (sqrt (* 900.0 (fma x x (* z z)))) 25.0) (- (fabs (* 30.0 (+ y z))) 0.2)))
double code(double x, double y, double z) {
return fmax((sqrt((900.0 * fma(x, x, (z * z)))) - 25.0), (fabs((30.0 * (y + z))) - 0.2));
}
function code(x, y, z) return fmax(Float64(sqrt(Float64(900.0 * fma(x, x, Float64(z * z)))) - 25.0), Float64(abs(Float64(30.0 * Float64(y + z))) - 0.2)) end
code[x_, y_, z_] := N[Max[N[(N[Sqrt[N[(900.0 * N[(x * x + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(30.0 * N[(y + z), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(\sqrt{900 \cdot \mathsf{fma}\left(x, x, z \cdot z\right)} - 25, \left|30 \cdot \left(y + z\right)\right| - 0.2\right)
\end{array}
Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
lower-+.f6457.7
Applied rewrites57.7%
(FPCore (x y z) :precision binary64 (fmax (- (sqrt (* 900.0 (fma x x (* z z)))) 25.0) (- (fabs (* z 30.0)) 0.2)))
double code(double x, double y, double z) {
return fmax((sqrt((900.0 * fma(x, x, (z * z)))) - 25.0), (fabs((z * 30.0)) - 0.2));
}
function code(x, y, z) return fmax(Float64(sqrt(Float64(900.0 * fma(x, x, Float64(z * z)))) - 25.0), Float64(abs(Float64(z * 30.0)) - 0.2)) end
code[x_, y_, z_] := N[Max[N[(N[Sqrt[N[(900.0 * N[(x * x + N[(z * z), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(z * 30.0), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(\sqrt{900 \cdot \mathsf{fma}\left(x, x, z \cdot z\right)} - 25, \left|z \cdot 30\right| - 0.2\right)
\end{array}
Initial program 46.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-cos.f64N/A
lift-*.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.4
Applied rewrites46.4%
Taylor expanded in z around 0
*-commutativeN/A
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6446.0
Applied rewrites46.0%
Taylor expanded in y around 0
distribute-lft-outN/A
lower-*.f64N/A
pow2N/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.3
Applied rewrites36.3%
Taylor expanded in y around 0
*-commutativeN/A
lift-*.f6435.6
Applied rewrites35.6%
herbie shell --seed 2025143
(FPCore (x y z)
:name "Gyroid sphere"
:precision binary64
(fmax (- (sqrt (+ (+ (pow (* x 30.0) 2.0) (pow (* y 30.0) 2.0)) (pow (* z 30.0) 2.0))) 25.0) (- (fabs (+ (+ (* (sin (* x 30.0)) (cos (* y 30.0))) (* (sin (* y 30.0)) (cos (* z 30.0)))) (* (sin (* z 30.0)) (cos (* x 30.0))))) 0.2)))