
(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 10 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 (fmax (- (hypot (* y 30.0) (* z 30.0)) 25.0) (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
double code(double x, double y, double z) {
return fmax((hypot((y * 30.0), (z * 30.0)) - 25.0), (fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2));
}
function code(x, y, z) return fmax(Float64(hypot(Float64(y * 30.0), Float64(z * 30.0)) - 25.0), Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2)) end
code[x_, y_, z_] := N[Max[N[(N[Sqrt[N[(y * 30.0), $MachinePrecision] ^ 2 + N[(z * 30.0), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, z \cdot 30\right) - 25, \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\right)
\end{array}
Initial program 46.7%
Taylor expanded in y around 0
+-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-*.f6472.0
Applied rewrites72.0%
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
lower-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6470.9
Applied rewrites70.9%
Taylor expanded in x around 0
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
pow2N/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
pow2N/A
*-commutativeN/A
*-commutativeN/A
*-commutativeN/A
*-commutativeN/A
lower-hypot.f64N/A
*-commutativeN/A
lift-*.f64N/A
*-commutativeN/A
lift-*.f6498.4
Applied rewrites98.4%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (hypot (* z 30.0) (* 30.0 x)) 25.0)))
(if (<= z -8e+93)
(fmax t_0 (- (fabs (* 30.0 x)) 0.2))
(if (<= z 2.6e+38)
(fmax
(- (hypot (* y 30.0) (* 30.0 x)) 25.0)
(- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2))
(fmax t_0 (- (fabs (sin (* 30.0 x))) 0.2))))))
double code(double x, double y, double z) {
double t_0 = hypot((z * 30.0), (30.0 * x)) - 25.0;
double tmp;
if (z <= -8e+93) {
tmp = fmax(t_0, (fabs((30.0 * x)) - 0.2));
} else if (z <= 2.6e+38) {
tmp = fmax((hypot((y * 30.0), (30.0 * x)) - 25.0), (fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2));
} else {
tmp = fmax(t_0, (fabs(sin((30.0 * x))) - 0.2));
}
return tmp;
}
function code(x, y, z) t_0 = Float64(hypot(Float64(z * 30.0), Float64(30.0 * x)) - 25.0) tmp = 0.0 if (z <= -8e+93) tmp = fmax(t_0, Float64(abs(Float64(30.0 * x)) - 0.2)); elseif (z <= 2.6e+38) tmp = fmax(Float64(hypot(Float64(y * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2)); else tmp = fmax(t_0, Float64(abs(sin(Float64(30.0 * x))) - 0.2)); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Sqrt[N[(z * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision]}, If[LessEqual[z, -8e+93], N[Max[t$95$0, N[(N[Abs[N[(30.0 * x), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], If[LessEqual[z, 2.6e+38], 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[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[t$95$0, N[(N[Abs[N[Sin[N[(30.0 * x), $MachinePrecision]], $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{hypot}\left(z \cdot 30, 30 \cdot x\right) - 25\\
\mathbf{if}\;z \leq -8 \cdot 10^{+93}:\\
\;\;\;\;\mathsf{max}\left(t\_0, \left|30 \cdot x\right| - 0.2\right)\\
\mathbf{elif}\;z \leq 2.6 \cdot 10^{+38}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(y \cdot 30, 30 \cdot x\right) - 25, \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(t\_0, \left|\sin \left(30 \cdot x\right)\right| - 0.2\right)\\
\end{array}
\end{array}
if z < -8.00000000000000035e93Initial program 21.7%
Taylor expanded in y around 0
+-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-*.f6484.5
Applied rewrites84.5%
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
lower-sin.f64N/A
lift-*.f6484.5
Applied rewrites84.5%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6484.5
Applied rewrites84.5%
Taylor expanded in x around inf
lift-*.f6484.5
Applied rewrites84.5%
if -8.00000000000000035e93 < z < 2.5999999999999999e38Initial program 59.9%
Taylor expanded in y around 0
+-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-*.f6464.7
Applied rewrites64.7%
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
lower-sin.f64N/A
lift-*.f6463.5
Applied rewrites63.5%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6462.8
Applied rewrites62.8%
Taylor expanded in z around 0
metadata-evalN/A
unpow2N/A
swap-sqrN/A
+-commutativeN/A
*-commutativeN/A
metadata-evalN/A
unpow-prod-downN/A
pow2N/A
*-commutativeN/A
*-commutativeN/A
lower-hypot.f64N/A
*-commutativeN/A
lift-*.f64N/A
lift-*.f6494.0
Applied rewrites94.0%
if 2.5999999999999999e38 < z Initial program 29.8%
Taylor expanded in y around 0
+-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-*.f6482.5
Applied rewrites82.5%
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
lower-sin.f64N/A
lift-*.f6482.5
Applied rewrites82.5%
Taylor expanded in z around 0
lift-sin.f64N/A
lift-*.f6482.5
Applied rewrites82.5%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
(if (<= y -3.7e+99)
(fmax (- (* -30.0 y) 25.0) t_0)
(if (<= y 2.1e+126)
(fmax
(- (hypot (* z 30.0) (* 30.0 x)) 25.0)
(- (fabs (sin (* 30.0 x))) 0.2))
(fmax (* y 30.0) t_0)))))
double code(double x, double y, double z) {
double t_0 = fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2;
double tmp;
if (y <= -3.7e+99) {
tmp = fmax(((-30.0 * y) - 25.0), t_0);
} else if (y <= 2.1e+126) {
tmp = fmax((hypot((z * 30.0), (30.0 * x)) - 25.0), (fabs(sin((30.0 * x))) - 0.2));
} else {
tmp = fmax((y * 30.0), t_0);
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2) tmp = 0.0 if (y <= -3.7e+99) tmp = fmax(Float64(Float64(-30.0 * y) - 25.0), t_0); elseif (y <= 2.1e+126) tmp = fmax(Float64(hypot(Float64(z * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(sin(Float64(30.0 * x))) - 0.2)); else tmp = fmax(Float64(y * 30.0), t_0); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, If[LessEqual[y, -3.7e+99], N[Max[N[(N[(-30.0 * y), $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision], If[LessEqual[y, 2.1e+126], N[Max[N[(N[Sqrt[N[(z * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[Sin[N[(30.0 * x), $MachinePrecision]], $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(y * 30.0), $MachinePrecision], t$95$0], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\\
\mathbf{if}\;y \leq -3.7 \cdot 10^{+99}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot y - 25, t\_0\right)\\
\mathbf{elif}\;y \leq 2.1 \cdot 10^{+126}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(z \cdot 30, 30 \cdot x\right) - 25, \left|\sin \left(30 \cdot x\right)\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(y \cdot 30, t\_0\right)\\
\end{array}
\end{array}
if y < -3.7000000000000001e99Initial program 21.3%
Taylor expanded in y around 0
+-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-*.f6433.0
Applied rewrites33.0%
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
lower-sin.f64N/A
lift-*.f6432.4
Applied rewrites32.4%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6432.4
Applied rewrites32.4%
Taylor expanded in y around -inf
lift-*.f6485.9
Applied rewrites85.9%
if -3.7000000000000001e99 < y < 2.0999999999999999e126Initial program 59.4%
Taylor expanded in y around 0
+-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-*.f6490.0
Applied rewrites90.0%
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
lower-sin.f64N/A
lift-*.f6489.2
Applied rewrites89.2%
Taylor expanded in z around 0
lift-sin.f64N/A
lift-*.f6488.6
Applied rewrites88.6%
if 2.0999999999999999e126 < y Initial program 16.0%
Taylor expanded in y around 0
+-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-*.f6432.4
Applied rewrites32.4%
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
lower-sin.f64N/A
lift-*.f6431.8
Applied rewrites31.8%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6431.8
Applied rewrites31.8%
Taylor expanded in y around inf
*-commutativeN/A
lift-*.f6484.7
Applied rewrites84.7%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
(if (<= y -3.7e+99)
(fmax (- (* -30.0 y) 25.0) t_0)
(if (<= y 2.1e+126)
(fmax (- (hypot (* z 30.0) (* 30.0 x)) 25.0) (- (fabs (* 30.0 x)) 0.2))
(fmax (* y 30.0) t_0)))))
double code(double x, double y, double z) {
double t_0 = fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2;
double tmp;
if (y <= -3.7e+99) {
tmp = fmax(((-30.0 * y) - 25.0), t_0);
} else if (y <= 2.1e+126) {
tmp = fmax((hypot((z * 30.0), (30.0 * x)) - 25.0), (fabs((30.0 * x)) - 0.2));
} else {
tmp = fmax((y * 30.0), t_0);
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2) tmp = 0.0 if (y <= -3.7e+99) tmp = fmax(Float64(Float64(-30.0 * y) - 25.0), t_0); elseif (y <= 2.1e+126) tmp = fmax(Float64(hypot(Float64(z * 30.0), Float64(30.0 * x)) - 25.0), Float64(abs(Float64(30.0 * x)) - 0.2)); else tmp = fmax(Float64(y * 30.0), t_0); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, If[LessEqual[y, -3.7e+99], N[Max[N[(N[(-30.0 * y), $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision], If[LessEqual[y, 2.1e+126], N[Max[N[(N[Sqrt[N[(z * 30.0), $MachinePrecision] ^ 2 + N[(30.0 * x), $MachinePrecision] ^ 2], $MachinePrecision] - 25.0), $MachinePrecision], N[(N[Abs[N[(30.0 * x), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision], N[Max[N[(y * 30.0), $MachinePrecision], t$95$0], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\\
\mathbf{if}\;y \leq -3.7 \cdot 10^{+99}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot y - 25, t\_0\right)\\
\mathbf{elif}\;y \leq 2.1 \cdot 10^{+126}:\\
\;\;\;\;\mathsf{max}\left(\mathsf{hypot}\left(z \cdot 30, 30 \cdot x\right) - 25, \left|30 \cdot x\right| - 0.2\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(y \cdot 30, t\_0\right)\\
\end{array}
\end{array}
if y < -3.7000000000000001e99Initial program 21.3%
Taylor expanded in y around 0
+-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-*.f6433.0
Applied rewrites33.0%
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
lower-sin.f64N/A
lift-*.f6432.4
Applied rewrites32.4%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6432.4
Applied rewrites32.4%
Taylor expanded in y around -inf
lift-*.f6485.9
Applied rewrites85.9%
if -3.7000000000000001e99 < y < 2.0999999999999999e126Initial program 59.4%
Taylor expanded in y around 0
+-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-*.f6490.0
Applied rewrites90.0%
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
lower-sin.f64N/A
lift-*.f6489.2
Applied rewrites89.2%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6488.6
Applied rewrites88.6%
Taylor expanded in x around inf
lift-*.f6488.0
Applied rewrites88.0%
if 2.0999999999999999e126 < y Initial program 16.0%
Taylor expanded in y around 0
+-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-*.f6432.4
Applied rewrites32.4%
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
lower-sin.f64N/A
lift-*.f6431.8
Applied rewrites31.8%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6431.8
Applied rewrites31.8%
Taylor expanded in y around inf
*-commutativeN/A
lift-*.f6484.7
Applied rewrites84.7%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
(if (<= z -2e+41)
(fmax (* -30.0 z) t_0)
(if (<= z 2e+29) (fmax (- (* -30.0 y) 25.0) t_0) (fmax (* z 30.0) t_0)))))
double code(double x, double y, double z) {
double t_0 = fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2;
double tmp;
if (z <= -2e+41) {
tmp = fmax((-30.0 * z), t_0);
} else if (z <= 2e+29) {
tmp = fmax(((-30.0 * y) - 25.0), t_0);
} else {
tmp = fmax((z * 30.0), t_0);
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2) tmp = 0.0 if (z <= -2e+41) tmp = fmax(Float64(-30.0 * z), t_0); elseif (z <= 2e+29) tmp = fmax(Float64(Float64(-30.0 * y) - 25.0), t_0); else tmp = fmax(Float64(z * 30.0), t_0); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, If[LessEqual[z, -2e+41], N[Max[N[(-30.0 * z), $MachinePrecision], t$95$0], $MachinePrecision], If[LessEqual[z, 2e+29], N[Max[N[(N[(-30.0 * y), $MachinePrecision] - 25.0), $MachinePrecision], t$95$0], $MachinePrecision], N[Max[N[(z * 30.0), $MachinePrecision], t$95$0], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\\
\mathbf{if}\;z \leq -2 \cdot 10^{+41}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot z, t\_0\right)\\
\mathbf{elif}\;z \leq 2 \cdot 10^{+29}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot y - 25, t\_0\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(z \cdot 30, t\_0\right)\\
\end{array}
\end{array}
if z < -2.00000000000000001e41Initial program 28.7%
Taylor expanded in y around 0
+-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-*.f6481.7
Applied rewrites81.7%
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
lower-sin.f64N/A
lift-*.f6481.7
Applied rewrites81.7%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6481.7
Applied rewrites81.7%
Taylor expanded in z around -inf
lower-*.f6480.6
Applied rewrites80.6%
if -2.00000000000000001e41 < z < 1.99999999999999983e29Initial program 60.1%
Taylor expanded in y around 0
+-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-*.f6464.3
Applied rewrites64.3%
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
lower-sin.f64N/A
lift-*.f6463.0
Applied rewrites63.0%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6462.2
Applied rewrites62.2%
Taylor expanded in y around -inf
lift-*.f6478.1
Applied rewrites78.1%
if 1.99999999999999983e29 < z Initial program 30.8%
Taylor expanded in y around 0
+-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-*.f6481.9
Applied rewrites81.9%
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
lower-sin.f64N/A
lift-*.f6481.9
Applied rewrites81.9%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6481.9
Applied rewrites81.9%
Taylor expanded in z around inf
*-commutativeN/A
lift-*.f6481.3
Applied rewrites81.3%
(FPCore (x y z)
:precision binary64
(let* ((t_0 (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
(if (<= z -1.25e+22)
(fmax (* -30.0 z) t_0)
(if (<= z 92000.0) (fmax (* y 30.0) t_0) (fmax (* z 30.0) t_0)))))
double code(double x, double y, double z) {
double t_0 = fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2;
double tmp;
if (z <= -1.25e+22) {
tmp = fmax((-30.0 * z), t_0);
} else if (z <= 92000.0) {
tmp = fmax((y * 30.0), t_0);
} else {
tmp = fmax((z * 30.0), t_0);
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2) tmp = 0.0 if (z <= -1.25e+22) tmp = fmax(Float64(-30.0 * z), t_0); elseif (z <= 92000.0) tmp = fmax(Float64(y * 30.0), t_0); else tmp = fmax(Float64(z * 30.0), t_0); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, If[LessEqual[z, -1.25e+22], N[Max[N[(-30.0 * z), $MachinePrecision], t$95$0], $MachinePrecision], If[LessEqual[z, 92000.0], N[Max[N[(y * 30.0), $MachinePrecision], t$95$0], $MachinePrecision], N[Max[N[(z * 30.0), $MachinePrecision], t$95$0], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\\
\mathbf{if}\;z \leq -1.25 \cdot 10^{+22}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot z, t\_0\right)\\
\mathbf{elif}\;z \leq 92000:\\
\;\;\;\;\mathsf{max}\left(y \cdot 30, t\_0\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(z \cdot 30, t\_0\right)\\
\end{array}
\end{array}
if z < -1.2499999999999999e22Initial program 30.7%
Taylor expanded in y around 0
+-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-*.f6480.8
Applied rewrites80.8%
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
lower-sin.f64N/A
lift-*.f6480.8
Applied rewrites80.8%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6480.8
Applied rewrites80.8%
Taylor expanded in z around -inf
lower-*.f6479.7
Applied rewrites79.7%
if -1.2499999999999999e22 < z < 92000Initial program 60.4%
Taylor expanded in y around 0
+-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-*.f6464.3
Applied rewrites64.3%
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
lower-sin.f64N/A
lift-*.f6462.9
Applied rewrites62.9%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6462.1
Applied rewrites62.1%
Taylor expanded in y around inf
*-commutativeN/A
lift-*.f6456.5
Applied rewrites56.5%
if 92000 < z Initial program 32.2%
Taylor expanded in y around 0
+-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-*.f6480.5
Applied rewrites80.5%
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
lower-sin.f64N/A
lift-*.f6480.5
Applied rewrites80.5%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6480.5
Applied rewrites80.5%
Taylor expanded in z around inf
*-commutativeN/A
lift-*.f6479.7
Applied rewrites79.7%
(FPCore (x y z) :precision binary64 (let* ((t_0 (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2))) (if (<= z -1.25e+22) (fmax (* -30.0 z) t_0) (fmax (* y 30.0) t_0))))
double code(double x, double y, double z) {
double t_0 = fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2;
double tmp;
if (z <= -1.25e+22) {
tmp = fmax((-30.0 * z), t_0);
} else {
tmp = fmax((y * 30.0), t_0);
}
return tmp;
}
function code(x, y, z) t_0 = Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2) tmp = 0.0 if (z <= -1.25e+22) tmp = fmax(Float64(-30.0 * z), t_0); else tmp = fmax(Float64(y * 30.0), t_0); end return tmp end
code[x_, y_, z_] := Block[{t$95$0 = N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]}, If[LessEqual[z, -1.25e+22], N[Max[N[(-30.0 * z), $MachinePrecision], t$95$0], $MachinePrecision], N[Max[N[(y * 30.0), $MachinePrecision], t$95$0], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\\
\mathbf{if}\;z \leq -1.25 \cdot 10^{+22}:\\
\;\;\;\;\mathsf{max}\left(-30 \cdot z, t\_0\right)\\
\mathbf{else}:\\
\;\;\;\;\mathsf{max}\left(y \cdot 30, t\_0\right)\\
\end{array}
\end{array}
if z < -1.2499999999999999e22Initial program 30.7%
Taylor expanded in y around 0
+-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-*.f6480.8
Applied rewrites80.8%
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
lower-sin.f64N/A
lift-*.f6480.8
Applied rewrites80.8%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6480.8
Applied rewrites80.8%
Taylor expanded in z around -inf
lower-*.f6479.7
Applied rewrites79.7%
if -1.2499999999999999e22 < z Initial program 51.6%
Taylor expanded in y around 0
+-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-*.f6469.3
Applied rewrites69.3%
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
lower-sin.f64N/A
lift-*.f6468.4
Applied rewrites68.4%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6467.8
Applied rewrites67.8%
Taylor expanded in y around inf
*-commutativeN/A
lift-*.f6449.7
Applied rewrites49.7%
(FPCore (x y z) :precision binary64 (fmax (* -30.0 z) (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
double code(double x, double y, double z) {
return fmax((-30.0 * z), (fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2));
}
function code(x, y, z) return fmax(Float64(-30.0 * z), Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2)) end
code[x_, y_, z_] := N[Max[N[(-30.0 * z), $MachinePrecision], N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(-30 \cdot z, \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\right)
\end{array}
Initial program 46.7%
Taylor expanded in y around 0
+-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-*.f6472.0
Applied rewrites72.0%
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
lower-sin.f64N/A
lift-*.f6471.3
Applied rewrites71.3%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6470.9
Applied rewrites70.9%
Taylor expanded in z around -inf
lower-*.f6445.8
Applied rewrites45.8%
(FPCore (x y z) :precision binary64 (fmax (* -30.0 x) (- (fabs (fma 30.0 x (sin (* z 30.0)))) 0.2)))
double code(double x, double y, double z) {
return fmax((-30.0 * x), (fabs(fma(30.0, x, sin((z * 30.0)))) - 0.2));
}
function code(x, y, z) return fmax(Float64(-30.0 * x), Float64(abs(fma(30.0, x, sin(Float64(z * 30.0)))) - 0.2)) end
code[x_, y_, z_] := N[Max[N[(-30.0 * x), $MachinePrecision], N[(N[Abs[N[(30.0 * x + N[Sin[N[(z * 30.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(-30 \cdot x, \left|\mathsf{fma}\left(30, x, \sin \left(z \cdot 30\right)\right)\right| - 0.2\right)
\end{array}
Initial program 46.7%
Taylor expanded in x around -inf
lower-*.f6418.8
Applied rewrites18.8%
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
lower-sin.f64N/A
lift-*.f6418.4
Applied rewrites18.4%
Taylor expanded in x around 0
+-commutativeN/A
lower-fma.f64N/A
*-commutativeN/A
lift-sin.f64N/A
lift-*.f6432.2
Applied rewrites32.2%
(FPCore (x y z) :precision binary64 (fmax (* -30.0 x) (- (fabs (* 30.0 x)) 0.2)))
double code(double x, double y, double z) {
return fmax((-30.0 * x), (fabs((30.0 * x)) - 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(((-30.0d0) * x), (abs((30.0d0 * x)) - 0.2d0))
end function
public static double code(double x, double y, double z) {
return fmax((-30.0 * x), (Math.abs((30.0 * x)) - 0.2));
}
def code(x, y, z): return fmax((-30.0 * x), (math.fabs((30.0 * x)) - 0.2))
function code(x, y, z) return fmax(Float64(-30.0 * x), Float64(abs(Float64(30.0 * x)) - 0.2)) end
function tmp = code(x, y, z) tmp = max((-30.0 * x), (abs((30.0 * x)) - 0.2)); end
code[x_, y_, z_] := N[Max[N[(-30.0 * x), $MachinePrecision], N[(N[Abs[N[(30.0 * x), $MachinePrecision]], $MachinePrecision] - 0.2), $MachinePrecision]], $MachinePrecision]
\begin{array}{l}
\\
\mathsf{max}\left(-30 \cdot x, \left|30 \cdot x\right| - 0.2\right)
\end{array}
Initial program 46.7%
Taylor expanded in x around -inf
lower-*.f6418.8
Applied rewrites18.8%
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
lower-sin.f64N/A
lift-*.f6418.4
Applied rewrites18.4%
Taylor expanded in z around 0
lift-sin.f64N/A
lift-*.f6417.8
Applied rewrites17.8%
Taylor expanded in x around 0
lift-*.f6431.6
Applied rewrites31.6%
herbie shell --seed 2025101
(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)))