
(FPCore (x y)
:precision binary64
(/
(+
2.0
(*
(*
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
(- (sin y) (/ (sin x) 16.0)))
(- (cos x) (cos y))))
(*
3.0
(+
(+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x)))
(* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y))))))
double code(double x, double y) {
return (2.0 + (((sqrt(2.0) * (sin(x) - (sin(y) / 16.0))) * (sin(y) - (sin(x) / 16.0))) * (cos(x) - cos(y)))) / (3.0 * ((1.0 + (((sqrt(5.0) - 1.0) / 2.0) * cos(x))) + (((3.0 - sqrt(5.0)) / 2.0) * cos(y))));
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = (2.0d0 + (((sqrt(2.0d0) * (sin(x) - (sin(y) / 16.0d0))) * (sin(y) - (sin(x) / 16.0d0))) * (cos(x) - cos(y)))) / (3.0d0 * ((1.0d0 + (((sqrt(5.0d0) - 1.0d0) / 2.0d0) * cos(x))) + (((3.0d0 - sqrt(5.0d0)) / 2.0d0) * cos(y))))
end function
public static double code(double x, double y) {
return (2.0 + (((Math.sqrt(2.0) * (Math.sin(x) - (Math.sin(y) / 16.0))) * (Math.sin(y) - (Math.sin(x) / 16.0))) * (Math.cos(x) - Math.cos(y)))) / (3.0 * ((1.0 + (((Math.sqrt(5.0) - 1.0) / 2.0) * Math.cos(x))) + (((3.0 - Math.sqrt(5.0)) / 2.0) * Math.cos(y))));
}
def code(x, y): return (2.0 + (((math.sqrt(2.0) * (math.sin(x) - (math.sin(y) / 16.0))) * (math.sin(y) - (math.sin(x) / 16.0))) * (math.cos(x) - math.cos(y)))) / (3.0 * ((1.0 + (((math.sqrt(5.0) - 1.0) / 2.0) * math.cos(x))) + (((3.0 - math.sqrt(5.0)) / 2.0) * math.cos(y))))
function code(x, y) return Float64(Float64(2.0 + Float64(Float64(Float64(sqrt(2.0) * Float64(sin(x) - Float64(sin(y) / 16.0))) * Float64(sin(y) - Float64(sin(x) / 16.0))) * Float64(cos(x) - cos(y)))) / Float64(3.0 * Float64(Float64(1.0 + Float64(Float64(Float64(sqrt(5.0) - 1.0) / 2.0) * cos(x))) + Float64(Float64(Float64(3.0 - sqrt(5.0)) / 2.0) * cos(y))))) end
function tmp = code(x, y) tmp = (2.0 + (((sqrt(2.0) * (sin(x) - (sin(y) / 16.0))) * (sin(y) - (sin(x) / 16.0))) * (cos(x) - cos(y)))) / (3.0 * ((1.0 + (((sqrt(5.0) - 1.0) / 2.0) * cos(x))) + (((3.0 - sqrt(5.0)) / 2.0) * cos(y)))); end
code[x_, y_] := N[(N[(2.0 + N[(N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(N[(1.0 + N[(N[(N[(N[Sqrt[5.0], $MachinePrecision] - 1.0), $MachinePrecision] / 2.0), $MachinePrecision] * N[Cos[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(3.0 - N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision] / 2.0), $MachinePrecision] * N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{2 + \left(\left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(\left(1 + \frac{\sqrt{5} - 1}{2} \cdot \cos x\right) + \frac{3 - \sqrt{5}}{2} \cdot \cos y\right)}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 15 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x y)
:precision binary64
(/
(+
2.0
(*
(*
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
(- (sin y) (/ (sin x) 16.0)))
(- (cos x) (cos y))))
(*
3.0
(+
(+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x)))
(* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y))))))
double code(double x, double y) {
return (2.0 + (((sqrt(2.0) * (sin(x) - (sin(y) / 16.0))) * (sin(y) - (sin(x) / 16.0))) * (cos(x) - cos(y)))) / (3.0 * ((1.0 + (((sqrt(5.0) - 1.0) / 2.0) * cos(x))) + (((3.0 - sqrt(5.0)) / 2.0) * cos(y))));
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = (2.0d0 + (((sqrt(2.0d0) * (sin(x) - (sin(y) / 16.0d0))) * (sin(y) - (sin(x) / 16.0d0))) * (cos(x) - cos(y)))) / (3.0d0 * ((1.0d0 + (((sqrt(5.0d0) - 1.0d0) / 2.0d0) * cos(x))) + (((3.0d0 - sqrt(5.0d0)) / 2.0d0) * cos(y))))
end function
public static double code(double x, double y) {
return (2.0 + (((Math.sqrt(2.0) * (Math.sin(x) - (Math.sin(y) / 16.0))) * (Math.sin(y) - (Math.sin(x) / 16.0))) * (Math.cos(x) - Math.cos(y)))) / (3.0 * ((1.0 + (((Math.sqrt(5.0) - 1.0) / 2.0) * Math.cos(x))) + (((3.0 - Math.sqrt(5.0)) / 2.0) * Math.cos(y))));
}
def code(x, y): return (2.0 + (((math.sqrt(2.0) * (math.sin(x) - (math.sin(y) / 16.0))) * (math.sin(y) - (math.sin(x) / 16.0))) * (math.cos(x) - math.cos(y)))) / (3.0 * ((1.0 + (((math.sqrt(5.0) - 1.0) / 2.0) * math.cos(x))) + (((3.0 - math.sqrt(5.0)) / 2.0) * math.cos(y))))
function code(x, y) return Float64(Float64(2.0 + Float64(Float64(Float64(sqrt(2.0) * Float64(sin(x) - Float64(sin(y) / 16.0))) * Float64(sin(y) - Float64(sin(x) / 16.0))) * Float64(cos(x) - cos(y)))) / Float64(3.0 * Float64(Float64(1.0 + Float64(Float64(Float64(sqrt(5.0) - 1.0) / 2.0) * cos(x))) + Float64(Float64(Float64(3.0 - sqrt(5.0)) / 2.0) * cos(y))))) end
function tmp = code(x, y) tmp = (2.0 + (((sqrt(2.0) * (sin(x) - (sin(y) / 16.0))) * (sin(y) - (sin(x) / 16.0))) * (cos(x) - cos(y)))) / (3.0 * ((1.0 + (((sqrt(5.0) - 1.0) / 2.0) * cos(x))) + (((3.0 - sqrt(5.0)) / 2.0) * cos(y)))); end
code[x_, y_] := N[(N[(2.0 + N[(N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(N[(1.0 + N[(N[(N[(N[Sqrt[5.0], $MachinePrecision] - 1.0), $MachinePrecision] / 2.0), $MachinePrecision] * N[Cos[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[(3.0 - N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision] / 2.0), $MachinePrecision] * N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{2 + \left(\left(\sqrt{2} \cdot \left(\sin x - \frac{\sin y}{16}\right)\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(\left(1 + \frac{\sqrt{5} - 1}{2} \cdot \cos x\right) + \frac{3 - \sqrt{5}}{2} \cdot \cos y\right)}
\end{array}
(FPCore (x y)
:precision binary64
(/
(+
2.0
(*
(sqrt 2.0)
(*
(* (+ (sin x) (* -0.0625 (sin y))) (+ (sin y) (* (sin x) -0.0625)))
(- (cos x) (cos y)))))
(+
3.0
(fma
(cos y)
(/ 6.0 (+ 3.0 (sqrt 5.0)))
(* (* (cos x) (+ -1.0 (sqrt 5.0))) 1.5)))))
double code(double x, double y) {
return (2.0 + (sqrt(2.0) * (((sin(x) + (-0.0625 * sin(y))) * (sin(y) + (sin(x) * -0.0625))) * (cos(x) - cos(y))))) / (3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * (-1.0 + sqrt(5.0))) * 1.5)));
}
function code(x, y) return Float64(Float64(2.0 + Float64(sqrt(2.0) * Float64(Float64(Float64(sin(x) + Float64(-0.0625 * sin(y))) * Float64(sin(y) + Float64(sin(x) * -0.0625))) * Float64(cos(x) - cos(y))))) / Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * Float64(-1.0 + sqrt(5.0))) * 1.5)))) end
code[x_, y_] := N[(N[(2.0 + N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[(N[Sin[x], $MachinePrecision] + N[(-0.0625 * N[Sin[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] + N[(N[Sin[x], $MachinePrecision] * -0.0625), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{2 + \sqrt{2} \cdot \left(\left(\left(\sin x + -0.0625 \cdot \sin y\right) \cdot \left(\sin y + \sin x \cdot -0.0625\right)\right) \cdot \left(\cos x - \cos y\right)\right)}{3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot \left(-1 + \sqrt{5}\right)\right) \cdot 1.5\right)}
\end{array}
Initial program 99.2%
Simplified99.2%
flip--99.0%
div-inv99.0%
sub-neg99.0%
metadata-eval99.0%
pow1/299.0%
pow1/299.0%
pow-prod-up99.4%
metadata-eval99.4%
metadata-eval99.4%
metadata-eval99.4%
metadata-eval99.4%
+-commutative99.4%
Applied egg-rr99.4%
associate-*r/99.4%
metadata-eval99.4%
Simplified99.4%
associate-*l/99.4%
metadata-eval99.4%
Applied egg-rr99.4%
*-un-lft-identity99.4%
add-cube-cbrt99.4%
associate-*l*99.4%
prod-diff99.4%
add-cube-cbrt99.4%
fma-neg99.4%
*-un-lft-identity99.4%
pow299.4%
add-cube-cbrt99.4%
Applied egg-rr99.4%
Taylor expanded in y around inf 99.4%
Final simplification99.4%
(FPCore (x y)
:precision binary64
(/
(+
2.0
(*
(*
(sqrt 2.0)
(* (- (sin x) (/ (sin y) 16.0)) (- (sin y) (/ (sin x) 16.0))))
(- (cos x) (cos y))))
(*
3.0
(+
1.0
(+
(* (cos x) (- (/ (sqrt 5.0) 2.0) 0.5))
(/ (cos y) (+ 1.5 (sqrt 1.25))))))))
double code(double x, double y) {
return (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * (sin(y) - (sin(x) / 16.0)))) * (cos(x) - cos(y)))) / (3.0 * (1.0 + ((cos(x) * ((sqrt(5.0) / 2.0) - 0.5)) + (cos(y) / (1.5 + sqrt(1.25))))));
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = (2.0d0 + ((sqrt(2.0d0) * ((sin(x) - (sin(y) / 16.0d0)) * (sin(y) - (sin(x) / 16.0d0)))) * (cos(x) - cos(y)))) / (3.0d0 * (1.0d0 + ((cos(x) * ((sqrt(5.0d0) / 2.0d0) - 0.5d0)) + (cos(y) / (1.5d0 + sqrt(1.25d0))))))
end function
public static double code(double x, double y) {
return (2.0 + ((Math.sqrt(2.0) * ((Math.sin(x) - (Math.sin(y) / 16.0)) * (Math.sin(y) - (Math.sin(x) / 16.0)))) * (Math.cos(x) - Math.cos(y)))) / (3.0 * (1.0 + ((Math.cos(x) * ((Math.sqrt(5.0) / 2.0) - 0.5)) + (Math.cos(y) / (1.5 + Math.sqrt(1.25))))));
}
def code(x, y): return (2.0 + ((math.sqrt(2.0) * ((math.sin(x) - (math.sin(y) / 16.0)) * (math.sin(y) - (math.sin(x) / 16.0)))) * (math.cos(x) - math.cos(y)))) / (3.0 * (1.0 + ((math.cos(x) * ((math.sqrt(5.0) / 2.0) - 0.5)) + (math.cos(y) / (1.5 + math.sqrt(1.25))))))
function code(x, y) return Float64(Float64(2.0 + Float64(Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * Float64(sin(y) - Float64(sin(x) / 16.0)))) * Float64(cos(x) - cos(y)))) / Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(Float64(sqrt(5.0) / 2.0) - 0.5)) + Float64(cos(y) / Float64(1.5 + sqrt(1.25))))))) end
function tmp = code(x, y) tmp = (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * (sin(y) - (sin(x) / 16.0)))) * (cos(x) - cos(y)))) / (3.0 * (1.0 + ((cos(x) * ((sqrt(5.0) / 2.0) - 0.5)) + (cos(y) / (1.5 + sqrt(1.25)))))); end
code[x_, y_] := N[(N[(2.0 + N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision] - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] / N[(1.5 + N[Sqrt[1.25], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{2 + \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(\frac{\sqrt{5}}{2} - 0.5\right) + \frac{\cos y}{1.5 + \sqrt{1.25}}\right)\right)}
\end{array}
Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.2%
cos-neg99.2%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
flip--99.1%
frac-2neg99.1%
sub-neg99.1%
metadata-eval99.1%
frac-times99.1%
pow1/299.1%
pow1/299.1%
pow-prod-up99.3%
metadata-eval99.3%
metadata-eval99.3%
metadata-eval99.3%
metadata-eval99.3%
metadata-eval99.3%
metadata-eval99.3%
metadata-eval99.3%
add-sqr-sqrt99.3%
sqrt-unprod99.3%
frac-times99.3%
Applied egg-rr99.3%
distribute-frac-neg299.3%
distribute-neg-frac99.3%
metadata-eval99.3%
Simplified99.3%
Taylor expanded in y around inf 99.3%
(FPCore (x y)
:precision binary64
(/
(+
2.0
(*
(*
(sqrt 2.0)
(* (- (sin x) (/ (sin y) 16.0)) (- (sin y) (/ (sin x) 16.0))))
(- (cos x) (cos y))))
(*
3.0
(+
1.0
(+
(* (cos x) (- (/ (sqrt 5.0) 2.0) 0.5))
(* (cos y) (- 1.5 (sqrt 1.25))))))))
double code(double x, double y) {
return (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * (sin(y) - (sin(x) / 16.0)))) * (cos(x) - cos(y)))) / (3.0 * (1.0 + ((cos(x) * ((sqrt(5.0) / 2.0) - 0.5)) + (cos(y) * (1.5 - sqrt(1.25))))));
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
code = (2.0d0 + ((sqrt(2.0d0) * ((sin(x) - (sin(y) / 16.0d0)) * (sin(y) - (sin(x) / 16.0d0)))) * (cos(x) - cos(y)))) / (3.0d0 * (1.0d0 + ((cos(x) * ((sqrt(5.0d0) / 2.0d0) - 0.5d0)) + (cos(y) * (1.5d0 - sqrt(1.25d0))))))
end function
public static double code(double x, double y) {
return (2.0 + ((Math.sqrt(2.0) * ((Math.sin(x) - (Math.sin(y) / 16.0)) * (Math.sin(y) - (Math.sin(x) / 16.0)))) * (Math.cos(x) - Math.cos(y)))) / (3.0 * (1.0 + ((Math.cos(x) * ((Math.sqrt(5.0) / 2.0) - 0.5)) + (Math.cos(y) * (1.5 - Math.sqrt(1.25))))));
}
def code(x, y): return (2.0 + ((math.sqrt(2.0) * ((math.sin(x) - (math.sin(y) / 16.0)) * (math.sin(y) - (math.sin(x) / 16.0)))) * (math.cos(x) - math.cos(y)))) / (3.0 * (1.0 + ((math.cos(x) * ((math.sqrt(5.0) / 2.0) - 0.5)) + (math.cos(y) * (1.5 - math.sqrt(1.25))))))
function code(x, y) return Float64(Float64(2.0 + Float64(Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * Float64(sin(y) - Float64(sin(x) / 16.0)))) * Float64(cos(x) - cos(y)))) / Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(Float64(sqrt(5.0) / 2.0) - 0.5)) + Float64(cos(y) * Float64(1.5 - sqrt(1.25))))))) end
function tmp = code(x, y) tmp = (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * (sin(y) - (sin(x) / 16.0)))) * (cos(x) - cos(y)))) / (3.0 * (1.0 + ((cos(x) * ((sqrt(5.0) / 2.0) - 0.5)) + (cos(y) * (1.5 - sqrt(1.25)))))); end
code[x_, y_] := N[(N[(2.0 + N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision] - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - N[Sqrt[1.25], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{2 + \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(\frac{\sqrt{5}}{2} - 0.5\right) + \cos y \cdot \left(1.5 - \sqrt{1.25}\right)\right)\right)}
\end{array}
Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.2%
cos-neg99.2%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
sub-neg99.2%
add-sqr-sqrt99.0%
sqrt-unprod99.2%
frac-times99.2%
pow1/299.2%
pow1/299.2%
pow-prod-up99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
Applied egg-rr99.2%
sub-neg99.2%
Simplified99.2%
(FPCore (x y)
:precision binary64
(let* ((t_0 (/ (sqrt 5.0) 2.0))
(t_1 (* (cos x) (- t_0 0.5)))
(t_2 (- (sin y) (/ (sin x) 16.0))))
(if (or (<= y -0.115) (not (<= y 0.6)))
(/
(+
2.0
(* (* (sqrt 2.0) (* (- (sin x) (/ (sin y) 16.0)) t_2)) (- 1.0 (cos y))))
(* 3.0 (+ 1.0 (+ t_1 (* (cos y) (- 1.5 t_0))))))
(/
(+
2.0
(* (- (cos x) (cos y)) (* (sqrt 2.0) (* t_2 (- (sin x) (/ y 16.0))))))
(* 3.0 (+ 1.0 (+ t_1 (* (cos y) (/ 1.0 (+ 1.5 (sqrt 1.25)))))))))))
double code(double x, double y) {
double t_0 = sqrt(5.0) / 2.0;
double t_1 = cos(x) * (t_0 - 0.5);
double t_2 = sin(y) - (sin(x) / 16.0);
double tmp;
if ((y <= -0.115) || !(y <= 0.6)) {
tmp = (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_2)) * (1.0 - cos(y)))) / (3.0 * (1.0 + (t_1 + (cos(y) * (1.5 - t_0)))));
} else {
tmp = (2.0 + ((cos(x) - cos(y)) * (sqrt(2.0) * (t_2 * (sin(x) - (y / 16.0)))))) / (3.0 * (1.0 + (t_1 + (cos(y) * (1.0 / (1.5 + sqrt(1.25)))))));
}
return tmp;
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = sqrt(5.0d0) / 2.0d0
t_1 = cos(x) * (t_0 - 0.5d0)
t_2 = sin(y) - (sin(x) / 16.0d0)
if ((y <= (-0.115d0)) .or. (.not. (y <= 0.6d0))) then
tmp = (2.0d0 + ((sqrt(2.0d0) * ((sin(x) - (sin(y) / 16.0d0)) * t_2)) * (1.0d0 - cos(y)))) / (3.0d0 * (1.0d0 + (t_1 + (cos(y) * (1.5d0 - t_0)))))
else
tmp = (2.0d0 + ((cos(x) - cos(y)) * (sqrt(2.0d0) * (t_2 * (sin(x) - (y / 16.0d0)))))) / (3.0d0 * (1.0d0 + (t_1 + (cos(y) * (1.0d0 / (1.5d0 + sqrt(1.25d0)))))))
end if
code = tmp
end function
public static double code(double x, double y) {
double t_0 = Math.sqrt(5.0) / 2.0;
double t_1 = Math.cos(x) * (t_0 - 0.5);
double t_2 = Math.sin(y) - (Math.sin(x) / 16.0);
double tmp;
if ((y <= -0.115) || !(y <= 0.6)) {
tmp = (2.0 + ((Math.sqrt(2.0) * ((Math.sin(x) - (Math.sin(y) / 16.0)) * t_2)) * (1.0 - Math.cos(y)))) / (3.0 * (1.0 + (t_1 + (Math.cos(y) * (1.5 - t_0)))));
} else {
tmp = (2.0 + ((Math.cos(x) - Math.cos(y)) * (Math.sqrt(2.0) * (t_2 * (Math.sin(x) - (y / 16.0)))))) / (3.0 * (1.0 + (t_1 + (Math.cos(y) * (1.0 / (1.5 + Math.sqrt(1.25)))))));
}
return tmp;
}
def code(x, y): t_0 = math.sqrt(5.0) / 2.0 t_1 = math.cos(x) * (t_0 - 0.5) t_2 = math.sin(y) - (math.sin(x) / 16.0) tmp = 0 if (y <= -0.115) or not (y <= 0.6): tmp = (2.0 + ((math.sqrt(2.0) * ((math.sin(x) - (math.sin(y) / 16.0)) * t_2)) * (1.0 - math.cos(y)))) / (3.0 * (1.0 + (t_1 + (math.cos(y) * (1.5 - t_0))))) else: tmp = (2.0 + ((math.cos(x) - math.cos(y)) * (math.sqrt(2.0) * (t_2 * (math.sin(x) - (y / 16.0)))))) / (3.0 * (1.0 + (t_1 + (math.cos(y) * (1.0 / (1.5 + math.sqrt(1.25))))))) return tmp
function code(x, y) t_0 = Float64(sqrt(5.0) / 2.0) t_1 = Float64(cos(x) * Float64(t_0 - 0.5)) t_2 = Float64(sin(y) - Float64(sin(x) / 16.0)) tmp = 0.0 if ((y <= -0.115) || !(y <= 0.6)) tmp = Float64(Float64(2.0 + Float64(Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * t_2)) * Float64(1.0 - cos(y)))) / Float64(3.0 * Float64(1.0 + Float64(t_1 + Float64(cos(y) * Float64(1.5 - t_0)))))); else tmp = Float64(Float64(2.0 + Float64(Float64(cos(x) - cos(y)) * Float64(sqrt(2.0) * Float64(t_2 * Float64(sin(x) - Float64(y / 16.0)))))) / Float64(3.0 * Float64(1.0 + Float64(t_1 + Float64(cos(y) * Float64(1.0 / Float64(1.5 + sqrt(1.25)))))))); end return tmp end
function tmp_2 = code(x, y) t_0 = sqrt(5.0) / 2.0; t_1 = cos(x) * (t_0 - 0.5); t_2 = sin(y) - (sin(x) / 16.0); tmp = 0.0; if ((y <= -0.115) || ~((y <= 0.6))) tmp = (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_2)) * (1.0 - cos(y)))) / (3.0 * (1.0 + (t_1 + (cos(y) * (1.5 - t_0))))); else tmp = (2.0 + ((cos(x) - cos(y)) * (sqrt(2.0) * (t_2 * (sin(x) - (y / 16.0)))))) / (3.0 * (1.0 + (t_1 + (cos(y) * (1.0 / (1.5 + sqrt(1.25))))))); end tmp_2 = tmp; end
code[x_, y_] := Block[{t$95$0 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[Cos[x], $MachinePrecision] * N[(t$95$0 - 0.5), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]}, If[Or[LessEqual[y, -0.115], N[Not[LessEqual[y, 0.6]], $MachinePrecision]], N[(N[(2.0 + N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision] * N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(t$95$1 + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 + N[(N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(t$95$2 * N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(t$95$1 + N[(N[Cos[y], $MachinePrecision] * N[(1.0 / N[(1.5 + N[Sqrt[1.25], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{5}}{2}\\
t_1 := \cos x \cdot \left(t\_0 - 0.5\right)\\
t_2 := \sin y - \frac{\sin x}{16}\\
\mathbf{if}\;y \leq -0.115 \lor \neg \left(y \leq 0.6\right):\\
\;\;\;\;\frac{2 + \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot t\_2\right)\right) \cdot \left(1 - \cos y\right)}{3 \cdot \left(1 + \left(t\_1 + \cos y \cdot \left(1.5 - t\_0\right)\right)\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(\cos x - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(t\_2 \cdot \left(\sin x - \frac{y}{16}\right)\right)\right)}{3 \cdot \left(1 + \left(t\_1 + \cos y \cdot \frac{1}{1.5 + \sqrt{1.25}}\right)\right)}\\
\end{array}
\end{array}
if y < -0.115000000000000005 or 0.599999999999999978 < y Initial program 99.0%
associate-*l*99.0%
distribute-rgt-in99.0%
cos-neg99.0%
distribute-rgt-in99.0%
associate-+l+99.0%
Simplified99.0%
Taylor expanded in x around 0 55.8%
if -0.115000000000000005 < y < 0.599999999999999978Initial program 99.4%
associate-*l*99.4%
distribute-rgt-in99.4%
cos-neg99.4%
distribute-rgt-in99.4%
associate-+l+99.4%
Simplified99.4%
flip--99.3%
frac-2neg99.3%
sub-neg99.3%
metadata-eval99.3%
frac-times99.3%
pow1/299.3%
pow1/299.3%
pow-prod-up99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
add-sqr-sqrt99.6%
sqrt-unprod99.6%
frac-times99.6%
Applied egg-rr99.6%
distribute-frac-neg299.6%
distribute-neg-frac99.6%
metadata-eval99.6%
Simplified99.6%
Taylor expanded in y around 0 99.2%
Final simplification76.5%
(FPCore (x y)
:precision binary64
(if (or (<= y -0.38) (not (<= y 0.14)))
(/
(+ 2.0 (* -0.0625 (* (- 1.0 (cos y)) (* (sqrt 2.0) (pow (sin y) 2.0)))))
(+
3.0
(fma
(cos y)
(/ 6.0 (+ 3.0 (sqrt 5.0)))
(* (* (cos x) (+ -1.0 (sqrt 5.0))) 1.5))))
(/
(+
2.0
(*
(- (cos x) (cos y))
(* (sqrt 2.0) (* (- (sin y) (/ (sin x) 16.0)) (- (sin x) (/ y 16.0))))))
(*
3.0
(+
1.0
(+
(* (cos x) (- (/ (sqrt 5.0) 2.0) 0.5))
(* (cos y) (/ 1.0 (+ 1.5 (sqrt 1.25))))))))))
double code(double x, double y) {
double tmp;
if ((y <= -0.38) || !(y <= 0.14)) {
tmp = (2.0 + (-0.0625 * ((1.0 - cos(y)) * (sqrt(2.0) * pow(sin(y), 2.0))))) / (3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * (-1.0 + sqrt(5.0))) * 1.5)));
} else {
tmp = (2.0 + ((cos(x) - cos(y)) * (sqrt(2.0) * ((sin(y) - (sin(x) / 16.0)) * (sin(x) - (y / 16.0)))))) / (3.0 * (1.0 + ((cos(x) * ((sqrt(5.0) / 2.0) - 0.5)) + (cos(y) * (1.0 / (1.5 + sqrt(1.25)))))));
}
return tmp;
}
function code(x, y) tmp = 0.0 if ((y <= -0.38) || !(y <= 0.14)) tmp = Float64(Float64(2.0 + Float64(-0.0625 * Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * (sin(y) ^ 2.0))))) / Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * Float64(-1.0 + sqrt(5.0))) * 1.5)))); else tmp = Float64(Float64(2.0 + Float64(Float64(cos(x) - cos(y)) * Float64(sqrt(2.0) * Float64(Float64(sin(y) - Float64(sin(x) / 16.0)) * Float64(sin(x) - Float64(y / 16.0)))))) / Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(Float64(sqrt(5.0) / 2.0) - 0.5)) + Float64(cos(y) * Float64(1.0 / Float64(1.5 + sqrt(1.25)))))))); end return tmp end
code[x_, y_] := If[Or[LessEqual[y, -0.38], N[Not[LessEqual[y, 0.14]], $MachinePrecision]], N[(N[(2.0 + N[(-0.0625 * N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Power[N[Sin[y], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 + N[(N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision] - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.0 / N[(1.5 + N[Sqrt[1.25], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;y \leq -0.38 \lor \neg \left(y \leq 0.14\right):\\
\;\;\;\;\frac{2 + -0.0625 \cdot \left(\left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot {\sin y}^{2}\right)\right)}{3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot \left(-1 + \sqrt{5}\right)\right) \cdot 1.5\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(\cos x - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\sin x - \frac{y}{16}\right)\right)\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(\frac{\sqrt{5}}{2} - 0.5\right) + \cos y \cdot \frac{1}{1.5 + \sqrt{1.25}}\right)\right)}\\
\end{array}
\end{array}
if y < -0.38 or 0.14000000000000001 < y Initial program 99.0%
Simplified99.0%
flip--98.8%
div-inv98.8%
sub-neg98.8%
metadata-eval98.8%
pow1/298.8%
pow1/298.8%
pow-prod-up99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
+-commutative99.2%
Applied egg-rr99.2%
associate-*r/99.2%
metadata-eval99.2%
Simplified99.2%
associate-*l/99.2%
metadata-eval99.2%
Applied egg-rr99.2%
*-un-lft-identity99.2%
add-cube-cbrt99.2%
associate-*l*99.2%
prod-diff99.2%
add-cube-cbrt99.2%
fma-neg99.2%
*-un-lft-identity99.2%
pow299.2%
add-cube-cbrt99.2%
Applied egg-rr99.2%
Taylor expanded in x around 0 55.0%
Simplified55.1%
if -0.38 < y < 0.14000000000000001Initial program 99.4%
associate-*l*99.4%
distribute-rgt-in99.4%
cos-neg99.4%
distribute-rgt-in99.4%
associate-+l+99.4%
Simplified99.4%
flip--99.3%
frac-2neg99.3%
sub-neg99.3%
metadata-eval99.3%
frac-times99.3%
pow1/299.3%
pow1/299.3%
pow-prod-up99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
add-sqr-sqrt99.6%
sqrt-unprod99.6%
frac-times99.6%
Applied egg-rr99.6%
distribute-frac-neg299.6%
distribute-neg-frac99.6%
metadata-eval99.6%
Simplified99.6%
Taylor expanded in y around 0 99.2%
Final simplification76.1%
(FPCore (x y)
:precision binary64
(let* ((t_0 (- (sin y) (/ (sin x) 16.0)))
(t_1
(+
2.0
(*
(* (sqrt 2.0) (* (- (sin x) (/ (sin y) 16.0)) t_0))
(- 1.0 (cos y)))))
(t_2 (/ (sqrt 5.0) 2.0))
(t_3 (* (cos x) (- t_2 0.5)))
(t_4 (* 3.0 (+ 1.0 (+ t_3 (* (cos y) (/ 1.0 (+ 1.5 (sqrt 1.25)))))))))
(if (<= y -0.038)
(/ t_1 t_4)
(if (<= y 0.135)
(/
(+
2.0
(* (- (cos x) (cos y)) (* (sqrt 2.0) (* t_0 (- (sin x) (/ y 16.0))))))
t_4)
(/ t_1 (* 3.0 (+ 1.0 (+ t_3 (* (cos y) (- 1.5 t_2))))))))))
double code(double x, double y) {
double t_0 = sin(y) - (sin(x) / 16.0);
double t_1 = 2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_0)) * (1.0 - cos(y)));
double t_2 = sqrt(5.0) / 2.0;
double t_3 = cos(x) * (t_2 - 0.5);
double t_4 = 3.0 * (1.0 + (t_3 + (cos(y) * (1.0 / (1.5 + sqrt(1.25))))));
double tmp;
if (y <= -0.038) {
tmp = t_1 / t_4;
} else if (y <= 0.135) {
tmp = (2.0 + ((cos(x) - cos(y)) * (sqrt(2.0) * (t_0 * (sin(x) - (y / 16.0)))))) / t_4;
} else {
tmp = t_1 / (3.0 * (1.0 + (t_3 + (cos(y) * (1.5 - t_2)))));
}
return tmp;
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: tmp
t_0 = sin(y) - (sin(x) / 16.0d0)
t_1 = 2.0d0 + ((sqrt(2.0d0) * ((sin(x) - (sin(y) / 16.0d0)) * t_0)) * (1.0d0 - cos(y)))
t_2 = sqrt(5.0d0) / 2.0d0
t_3 = cos(x) * (t_2 - 0.5d0)
t_4 = 3.0d0 * (1.0d0 + (t_3 + (cos(y) * (1.0d0 / (1.5d0 + sqrt(1.25d0))))))
if (y <= (-0.038d0)) then
tmp = t_1 / t_4
else if (y <= 0.135d0) then
tmp = (2.0d0 + ((cos(x) - cos(y)) * (sqrt(2.0d0) * (t_0 * (sin(x) - (y / 16.0d0)))))) / t_4
else
tmp = t_1 / (3.0d0 * (1.0d0 + (t_3 + (cos(y) * (1.5d0 - t_2)))))
end if
code = tmp
end function
public static double code(double x, double y) {
double t_0 = Math.sin(y) - (Math.sin(x) / 16.0);
double t_1 = 2.0 + ((Math.sqrt(2.0) * ((Math.sin(x) - (Math.sin(y) / 16.0)) * t_0)) * (1.0 - Math.cos(y)));
double t_2 = Math.sqrt(5.0) / 2.0;
double t_3 = Math.cos(x) * (t_2 - 0.5);
double t_4 = 3.0 * (1.0 + (t_3 + (Math.cos(y) * (1.0 / (1.5 + Math.sqrt(1.25))))));
double tmp;
if (y <= -0.038) {
tmp = t_1 / t_4;
} else if (y <= 0.135) {
tmp = (2.0 + ((Math.cos(x) - Math.cos(y)) * (Math.sqrt(2.0) * (t_0 * (Math.sin(x) - (y / 16.0)))))) / t_4;
} else {
tmp = t_1 / (3.0 * (1.0 + (t_3 + (Math.cos(y) * (1.5 - t_2)))));
}
return tmp;
}
def code(x, y): t_0 = math.sin(y) - (math.sin(x) / 16.0) t_1 = 2.0 + ((math.sqrt(2.0) * ((math.sin(x) - (math.sin(y) / 16.0)) * t_0)) * (1.0 - math.cos(y))) t_2 = math.sqrt(5.0) / 2.0 t_3 = math.cos(x) * (t_2 - 0.5) t_4 = 3.0 * (1.0 + (t_3 + (math.cos(y) * (1.0 / (1.5 + math.sqrt(1.25)))))) tmp = 0 if y <= -0.038: tmp = t_1 / t_4 elif y <= 0.135: tmp = (2.0 + ((math.cos(x) - math.cos(y)) * (math.sqrt(2.0) * (t_0 * (math.sin(x) - (y / 16.0)))))) / t_4 else: tmp = t_1 / (3.0 * (1.0 + (t_3 + (math.cos(y) * (1.5 - t_2))))) return tmp
function code(x, y) t_0 = Float64(sin(y) - Float64(sin(x) / 16.0)) t_1 = Float64(2.0 + Float64(Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * t_0)) * Float64(1.0 - cos(y)))) t_2 = Float64(sqrt(5.0) / 2.0) t_3 = Float64(cos(x) * Float64(t_2 - 0.5)) t_4 = Float64(3.0 * Float64(1.0 + Float64(t_3 + Float64(cos(y) * Float64(1.0 / Float64(1.5 + sqrt(1.25))))))) tmp = 0.0 if (y <= -0.038) tmp = Float64(t_1 / t_4); elseif (y <= 0.135) tmp = Float64(Float64(2.0 + Float64(Float64(cos(x) - cos(y)) * Float64(sqrt(2.0) * Float64(t_0 * Float64(sin(x) - Float64(y / 16.0)))))) / t_4); else tmp = Float64(t_1 / Float64(3.0 * Float64(1.0 + Float64(t_3 + Float64(cos(y) * Float64(1.5 - t_2)))))); end return tmp end
function tmp_2 = code(x, y) t_0 = sin(y) - (sin(x) / 16.0); t_1 = 2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_0)) * (1.0 - cos(y))); t_2 = sqrt(5.0) / 2.0; t_3 = cos(x) * (t_2 - 0.5); t_4 = 3.0 * (1.0 + (t_3 + (cos(y) * (1.0 / (1.5 + sqrt(1.25)))))); tmp = 0.0; if (y <= -0.038) tmp = t_1 / t_4; elseif (y <= 0.135) tmp = (2.0 + ((cos(x) - cos(y)) * (sqrt(2.0) * (t_0 * (sin(x) - (y / 16.0)))))) / t_4; else tmp = t_1 / (3.0 * (1.0 + (t_3 + (cos(y) * (1.5 - t_2))))); end tmp_2 = tmp; end
code[x_, y_] := Block[{t$95$0 = N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(2.0 + N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] * N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, Block[{t$95$3 = N[(N[Cos[x], $MachinePrecision] * N[(t$95$2 - 0.5), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(3.0 * N[(1.0 + N[(t$95$3 + N[(N[Cos[y], $MachinePrecision] * N[(1.0 / N[(1.5 + N[Sqrt[1.25], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[y, -0.038], N[(t$95$1 / t$95$4), $MachinePrecision], If[LessEqual[y, 0.135], N[(N[(2.0 + N[(N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(t$95$0 * N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$4), $MachinePrecision], N[(t$95$1 / N[(3.0 * N[(1.0 + N[(t$95$3 + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sin y - \frac{\sin x}{16}\\
t_1 := 2 + \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot t\_0\right)\right) \cdot \left(1 - \cos y\right)\\
t_2 := \frac{\sqrt{5}}{2}\\
t_3 := \cos x \cdot \left(t\_2 - 0.5\right)\\
t_4 := 3 \cdot \left(1 + \left(t\_3 + \cos y \cdot \frac{1}{1.5 + \sqrt{1.25}}\right)\right)\\
\mathbf{if}\;y \leq -0.038:\\
\;\;\;\;\frac{t\_1}{t\_4}\\
\mathbf{elif}\;y \leq 0.135:\\
\;\;\;\;\frac{2 + \left(\cos x - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(t\_0 \cdot \left(\sin x - \frac{y}{16}\right)\right)\right)}{t\_4}\\
\mathbf{else}:\\
\;\;\;\;\frac{t\_1}{3 \cdot \left(1 + \left(t\_3 + \cos y \cdot \left(1.5 - t\_2\right)\right)\right)}\\
\end{array}
\end{array}
if y < -0.0379999999999999991Initial program 98.8%
associate-*l*98.8%
distribute-rgt-in98.8%
cos-neg98.8%
distribute-rgt-in98.8%
associate-+l+98.8%
Simplified98.8%
flip--98.6%
frac-2neg98.6%
sub-neg98.6%
metadata-eval98.6%
frac-times98.6%
pow1/298.6%
pow1/298.6%
pow-prod-up98.9%
metadata-eval98.9%
metadata-eval98.9%
metadata-eval98.9%
metadata-eval98.9%
metadata-eval98.9%
metadata-eval98.9%
metadata-eval98.9%
add-sqr-sqrt98.9%
sqrt-unprod98.9%
frac-times98.9%
Applied egg-rr98.9%
distribute-frac-neg298.9%
distribute-neg-frac98.9%
metadata-eval98.9%
Simplified98.9%
Taylor expanded in x around 0 49.8%
if -0.0379999999999999991 < y < 0.13500000000000001Initial program 99.4%
associate-*l*99.4%
distribute-rgt-in99.4%
cos-neg99.4%
distribute-rgt-in99.4%
associate-+l+99.4%
Simplified99.4%
flip--99.3%
frac-2neg99.3%
sub-neg99.3%
metadata-eval99.3%
frac-times99.3%
pow1/299.3%
pow1/299.3%
pow-prod-up99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
add-sqr-sqrt99.6%
sqrt-unprod99.6%
frac-times99.6%
Applied egg-rr99.6%
distribute-frac-neg299.6%
distribute-neg-frac99.6%
metadata-eval99.6%
Simplified99.6%
Taylor expanded in y around 0 99.2%
if 0.13500000000000001 < y Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.3%
cos-neg99.3%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
Taylor expanded in x around 0 62.5%
Final simplification76.5%
(FPCore (x y)
:precision binary64
(if (or (<= y -6.2e+28) (not (<= y 0.135)))
(/
(+ 2.0 (* -0.0625 (* (- 1.0 (cos y)) (* (sqrt 2.0) (pow (sin y) 2.0)))))
(+
3.0
(fma
(cos y)
(/ 6.0 (+ 3.0 (sqrt 5.0)))
(* (* (cos x) (+ -1.0 (sqrt 5.0))) 1.5))))
(/
(+
2.0
(*
(*
(sqrt 2.0)
(* (- (sin x) (/ (sin y) 16.0)) (- (sin y) (/ (sin x) 16.0))))
(- (cos x) (cos y))))
(*
3.0
(+
1.0
(+
(* (cos x) (- (/ (sqrt 5.0) 2.0) 0.5))
(/ 1.0 (+ 1.5 (sqrt 1.25)))))))))
double code(double x, double y) {
double tmp;
if ((y <= -6.2e+28) || !(y <= 0.135)) {
tmp = (2.0 + (-0.0625 * ((1.0 - cos(y)) * (sqrt(2.0) * pow(sin(y), 2.0))))) / (3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * (-1.0 + sqrt(5.0))) * 1.5)));
} else {
tmp = (2.0 + ((sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * (sin(y) - (sin(x) / 16.0)))) * (cos(x) - cos(y)))) / (3.0 * (1.0 + ((cos(x) * ((sqrt(5.0) / 2.0) - 0.5)) + (1.0 / (1.5 + sqrt(1.25))))));
}
return tmp;
}
function code(x, y) tmp = 0.0 if ((y <= -6.2e+28) || !(y <= 0.135)) tmp = Float64(Float64(2.0 + Float64(-0.0625 * Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * (sin(y) ^ 2.0))))) / Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * Float64(-1.0 + sqrt(5.0))) * 1.5)))); else tmp = Float64(Float64(2.0 + Float64(Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * Float64(sin(y) - Float64(sin(x) / 16.0)))) * Float64(cos(x) - cos(y)))) / Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(Float64(sqrt(5.0) / 2.0) - 0.5)) + Float64(1.0 / Float64(1.5 + sqrt(1.25))))))); end return tmp end
code[x_, y_] := If[Or[LessEqual[y, -6.2e+28], N[Not[LessEqual[y, 0.135]], $MachinePrecision]], N[(N[(2.0 + N[(-0.0625 * N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Power[N[Sin[y], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 + N[(N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] - N[Cos[y], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision] - 0.5), $MachinePrecision]), $MachinePrecision] + N[(1.0 / N[(1.5 + N[Sqrt[1.25], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;y \leq -6.2 \cdot 10^{+28} \lor \neg \left(y \leq 0.135\right):\\
\;\;\;\;\frac{2 + -0.0625 \cdot \left(\left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot {\sin y}^{2}\right)\right)}{3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot \left(-1 + \sqrt{5}\right)\right) \cdot 1.5\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\sin y - \frac{\sin x}{16}\right)\right)\right) \cdot \left(\cos x - \cos y\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(\frac{\sqrt{5}}{2} - 0.5\right) + \frac{1}{1.5 + \sqrt{1.25}}\right)\right)}\\
\end{array}
\end{array}
if y < -6.2000000000000001e28 or 0.13500000000000001 < y Initial program 99.0%
Simplified99.0%
flip--98.8%
div-inv98.8%
sub-neg98.8%
metadata-eval98.8%
pow1/298.8%
pow1/298.8%
pow-prod-up99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
+-commutative99.2%
Applied egg-rr99.2%
associate-*r/99.2%
metadata-eval99.2%
Simplified99.2%
associate-*l/99.2%
metadata-eval99.2%
Applied egg-rr99.2%
*-un-lft-identity99.2%
add-cube-cbrt99.1%
associate-*l*99.1%
prod-diff99.1%
add-cube-cbrt99.1%
fma-neg99.1%
*-un-lft-identity99.1%
pow299.1%
add-cube-cbrt99.1%
Applied egg-rr99.1%
Taylor expanded in x around 0 55.8%
Simplified55.8%
if -6.2000000000000001e28 < y < 0.13500000000000001Initial program 99.4%
associate-*l*99.4%
distribute-rgt-in99.4%
cos-neg99.4%
distribute-rgt-in99.4%
associate-+l+99.4%
Simplified99.4%
flip--99.3%
frac-2neg99.3%
sub-neg99.3%
metadata-eval99.3%
frac-times99.3%
pow1/299.3%
pow1/299.3%
pow-prod-up99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
add-sqr-sqrt99.6%
sqrt-unprod99.6%
frac-times99.6%
Applied egg-rr99.6%
distribute-frac-neg299.6%
distribute-neg-frac99.6%
metadata-eval99.6%
Simplified99.6%
Taylor expanded in y around 0 96.8%
Final simplification75.8%
(FPCore (x y)
:precision binary64
(let* ((t_0 (+ -1.0 (sqrt 5.0))))
(if (or (<= y -0.0072) (not (<= y 0.135)))
(/
(+ 2.0 (* -0.0625 (* (- 1.0 (cos y)) (* (sqrt 2.0) (pow (sin y) 2.0)))))
(+ 3.0 (fma (cos y) (/ 6.0 (+ 3.0 (sqrt 5.0))) (* (* (cos x) t_0) 1.5))))
(/
(+
2.0
(*
(* (- (sin y) (/ (sin x) 16.0)) (* (sqrt 2.0) (- (sin x) (/ y 16.0))))
(+ (cos x) -1.0)))
(*
3.0
(+
(+ 1.0 (* (cos x) (/ t_0 2.0)))
(* (cos y) (/ (- 3.0 (sqrt 5.0)) 2.0))))))))
double code(double x, double y) {
double t_0 = -1.0 + sqrt(5.0);
double tmp;
if ((y <= -0.0072) || !(y <= 0.135)) {
tmp = (2.0 + (-0.0625 * ((1.0 - cos(y)) * (sqrt(2.0) * pow(sin(y), 2.0))))) / (3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * t_0) * 1.5)));
} else {
tmp = (2.0 + (((sin(y) - (sin(x) / 16.0)) * (sqrt(2.0) * (sin(x) - (y / 16.0)))) * (cos(x) + -1.0))) / (3.0 * ((1.0 + (cos(x) * (t_0 / 2.0))) + (cos(y) * ((3.0 - sqrt(5.0)) / 2.0))));
}
return tmp;
}
function code(x, y) t_0 = Float64(-1.0 + sqrt(5.0)) tmp = 0.0 if ((y <= -0.0072) || !(y <= 0.135)) tmp = Float64(Float64(2.0 + Float64(-0.0625 * Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * (sin(y) ^ 2.0))))) / Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * t_0) * 1.5)))); else tmp = Float64(Float64(2.0 + Float64(Float64(Float64(sin(y) - Float64(sin(x) / 16.0)) * Float64(sqrt(2.0) * Float64(sin(x) - Float64(y / 16.0)))) * Float64(cos(x) + -1.0))) / Float64(3.0 * Float64(Float64(1.0 + Float64(cos(x) * Float64(t_0 / 2.0))) + Float64(cos(y) * Float64(Float64(3.0 - sqrt(5.0)) / 2.0))))); end return tmp end
code[x_, y_] := Block[{t$95$0 = N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]}, If[Or[LessEqual[y, -0.0072], N[Not[LessEqual[y, 0.135]], $MachinePrecision]], N[(N[(2.0 + N[(-0.0625 * N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Power[N[Sin[y], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * t$95$0), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 + N[(N[(N[(N[Sin[y], $MachinePrecision] - N[(N[Sin[x], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(N[(1.0 + N[(N[Cos[x], $MachinePrecision] * N[(t$95$0 / 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(N[(3.0 - N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision] / 2.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := -1 + \sqrt{5}\\
\mathbf{if}\;y \leq -0.0072 \lor \neg \left(y \leq 0.135\right):\\
\;\;\;\;\frac{2 + -0.0625 \cdot \left(\left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot {\sin y}^{2}\right)\right)}{3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot t\_0\right) \cdot 1.5\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(\left(\sin y - \frac{\sin x}{16}\right) \cdot \left(\sqrt{2} \cdot \left(\sin x - \frac{y}{16}\right)\right)\right) \cdot \left(\cos x + -1\right)}{3 \cdot \left(\left(1 + \cos x \cdot \frac{t\_0}{2}\right) + \cos y \cdot \frac{3 - \sqrt{5}}{2}\right)}\\
\end{array}
\end{array}
if y < -0.0071999999999999998 or 0.13500000000000001 < y Initial program 99.0%
Simplified99.0%
flip--98.8%
div-inv98.8%
sub-neg98.8%
metadata-eval98.8%
pow1/298.8%
pow1/298.8%
pow-prod-up99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
+-commutative99.2%
Applied egg-rr99.2%
associate-*r/99.2%
metadata-eval99.2%
Simplified99.2%
associate-*l/99.2%
metadata-eval99.2%
Applied egg-rr99.2%
*-un-lft-identity99.2%
add-cube-cbrt99.2%
associate-*l*99.2%
prod-diff99.2%
add-cube-cbrt99.2%
fma-neg99.2%
*-un-lft-identity99.2%
pow299.2%
add-cube-cbrt99.2%
Applied egg-rr99.2%
Taylor expanded in x around 0 55.0%
Simplified55.1%
if -0.0071999999999999998 < y < 0.13500000000000001Initial program 99.4%
Taylor expanded in y around 0 98.6%
Taylor expanded in y around 0 98.6%
Final simplification75.8%
(FPCore (x y)
:precision binary64
(let* ((t_0 (/ (sqrt 5.0) 2.0)))
(if (or (<= x -0.0072) (not (<= x 0.0056)))
(/
(+ 2.0 (* (* -0.0625 (pow (sin x) 2.0)) (* (sqrt 2.0) (+ (cos x) -1.0))))
(+
3.0
(fma
(cos y)
(/ 6.0 (+ 3.0 (sqrt 5.0)))
(* (* (cos x) (+ -1.0 (sqrt 5.0))) 1.5))))
(/
(+
2.0
(*
(- 1.0 (cos y))
(*
(sqrt 2.0)
(* (- (sin x) (/ (sin y) 16.0)) (- (sin y) (/ x 16.0))))))
(* 3.0 (+ 1.0 (+ (* (cos x) (- t_0 0.5)) (* (cos y) (- 1.5 t_0)))))))))
double code(double x, double y) {
double t_0 = sqrt(5.0) / 2.0;
double tmp;
if ((x <= -0.0072) || !(x <= 0.0056)) {
tmp = (2.0 + ((-0.0625 * pow(sin(x), 2.0)) * (sqrt(2.0) * (cos(x) + -1.0)))) / (3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * (-1.0 + sqrt(5.0))) * 1.5)));
} else {
tmp = (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * (sin(y) - (x / 16.0)))))) / (3.0 * (1.0 + ((cos(x) * (t_0 - 0.5)) + (cos(y) * (1.5 - t_0)))));
}
return tmp;
}
function code(x, y) t_0 = Float64(sqrt(5.0) / 2.0) tmp = 0.0 if ((x <= -0.0072) || !(x <= 0.0056)) tmp = Float64(Float64(2.0 + Float64(Float64(-0.0625 * (sin(x) ^ 2.0)) * Float64(sqrt(2.0) * Float64(cos(x) + -1.0)))) / Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * Float64(-1.0 + sqrt(5.0))) * 1.5)))); else tmp = Float64(Float64(2.0 + Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * Float64(sin(y) - Float64(x / 16.0)))))) / Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(t_0 - 0.5)) + Float64(cos(y) * Float64(1.5 - t_0)))))); end return tmp end
code[x_, y_] := Block[{t$95$0 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, If[Or[LessEqual[x, -0.0072], N[Not[LessEqual[x, 0.0056]], $MachinePrecision]], N[(N[(2.0 + N[(N[(-0.0625 * N[Power[N[Sin[x], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(2.0 + N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * N[(N[Sin[y], $MachinePrecision] - N[(x / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(t$95$0 - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{5}}{2}\\
\mathbf{if}\;x \leq -0.0072 \lor \neg \left(x \leq 0.0056\right):\\
\;\;\;\;\frac{2 + \left(-0.0625 \cdot {\sin x}^{2}\right) \cdot \left(\sqrt{2} \cdot \left(\cos x + -1\right)\right)}{3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot \left(-1 + \sqrt{5}\right)\right) \cdot 1.5\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot \left(\sin y - \frac{x}{16}\right)\right)\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(t\_0 - 0.5\right) + \cos y \cdot \left(1.5 - t\_0\right)\right)\right)}\\
\end{array}
\end{array}
if x < -0.0071999999999999998 or 0.00559999999999999994 < x Initial program 98.9%
Simplified99.0%
flip--98.7%
div-inv98.7%
sub-neg98.7%
metadata-eval98.7%
pow1/298.7%
pow1/298.7%
pow-prod-up99.1%
metadata-eval99.1%
metadata-eval99.1%
metadata-eval99.1%
metadata-eval99.1%
+-commutative99.1%
Applied egg-rr99.1%
associate-*r/99.1%
metadata-eval99.1%
Simplified99.1%
associate-*l/99.1%
metadata-eval99.1%
Applied egg-rr99.1%
*-un-lft-identity99.1%
add-cube-cbrt99.1%
associate-*l*99.1%
prod-diff99.1%
add-cube-cbrt99.1%
fma-neg99.1%
*-un-lft-identity99.1%
pow299.1%
add-cube-cbrt99.1%
Applied egg-rr99.1%
Taylor expanded in y around 0 57.9%
Simplified57.9%
if -0.0071999999999999998 < x < 0.00559999999999999994Initial program 99.6%
associate-*l*99.6%
distribute-rgt-in99.7%
cos-neg99.7%
distribute-rgt-in99.6%
associate-+l+99.6%
Simplified99.6%
Taylor expanded in x around 0 99.4%
Taylor expanded in x around 0 99.2%
Final simplification75.5%
(FPCore (x y)
:precision binary64
(let* ((t_0
(+
3.0
(fma
(cos y)
(/ 6.0 (+ 3.0 (sqrt 5.0)))
(* (* (cos x) (+ -1.0 (sqrt 5.0))) 1.5)))))
(if (or (<= y -155.0) (not (<= y 4200.0)))
(/
(+ 2.0 (* -0.0625 (* (- 1.0 (cos y)) (* (sqrt 2.0) (pow (sin y) 2.0)))))
t_0)
(/
(+ 2.0 (* (* -0.0625 (pow (sin x) 2.0)) (* (sqrt 2.0) (+ (cos x) -1.0))))
t_0))))
double code(double x, double y) {
double t_0 = 3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * (-1.0 + sqrt(5.0))) * 1.5));
double tmp;
if ((y <= -155.0) || !(y <= 4200.0)) {
tmp = (2.0 + (-0.0625 * ((1.0 - cos(y)) * (sqrt(2.0) * pow(sin(y), 2.0))))) / t_0;
} else {
tmp = (2.0 + ((-0.0625 * pow(sin(x), 2.0)) * (sqrt(2.0) * (cos(x) + -1.0)))) / t_0;
}
return tmp;
}
function code(x, y) t_0 = Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * Float64(-1.0 + sqrt(5.0))) * 1.5))) tmp = 0.0 if ((y <= -155.0) || !(y <= 4200.0)) tmp = Float64(Float64(2.0 + Float64(-0.0625 * Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * (sin(y) ^ 2.0))))) / t_0); else tmp = Float64(Float64(2.0 + Float64(Float64(-0.0625 * (sin(x) ^ 2.0)) * Float64(sqrt(2.0) * Float64(cos(x) + -1.0)))) / t_0); end return tmp end
code[x_, y_] := Block[{t$95$0 = N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[Or[LessEqual[y, -155.0], N[Not[LessEqual[y, 4200.0]], $MachinePrecision]], N[(N[(2.0 + N[(-0.0625 * N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[Power[N[Sin[y], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision], N[(N[(2.0 + N[(N[(-0.0625 * N[Power[N[Sin[x], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot \left(-1 + \sqrt{5}\right)\right) \cdot 1.5\right)\\
\mathbf{if}\;y \leq -155 \lor \neg \left(y \leq 4200\right):\\
\;\;\;\;\frac{2 + -0.0625 \cdot \left(\left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot {\sin y}^{2}\right)\right)}{t\_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(-0.0625 \cdot {\sin x}^{2}\right) \cdot \left(\sqrt{2} \cdot \left(\cos x + -1\right)\right)}{t\_0}\\
\end{array}
\end{array}
if y < -155 or 4200 < y Initial program 99.0%
Simplified99.0%
flip--98.8%
div-inv98.8%
sub-neg98.8%
metadata-eval98.8%
pow1/298.8%
pow1/298.8%
pow-prod-up99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
metadata-eval99.2%
+-commutative99.2%
Applied egg-rr99.2%
associate-*r/99.2%
metadata-eval99.2%
Simplified99.2%
associate-*l/99.2%
metadata-eval99.2%
Applied egg-rr99.2%
*-un-lft-identity99.2%
add-cube-cbrt99.2%
associate-*l*99.2%
prod-diff99.2%
add-cube-cbrt99.1%
fma-neg99.1%
*-un-lft-identity99.1%
pow299.1%
add-cube-cbrt99.2%
Applied egg-rr99.2%
Taylor expanded in x around 0 55.8%
Simplified55.8%
if -155 < y < 4200Initial program 99.4%
Simplified99.5%
flip--99.3%
div-inv99.3%
sub-neg99.3%
metadata-eval99.3%
pow1/299.3%
pow1/299.3%
pow-prod-up99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
metadata-eval99.6%
+-commutative99.6%
Applied egg-rr99.6%
associate-*r/99.6%
metadata-eval99.6%
Simplified99.6%
associate-*l/99.6%
metadata-eval99.6%
Applied egg-rr99.6%
*-un-lft-identity99.6%
add-cube-cbrt99.6%
associate-*l*99.6%
prod-diff99.6%
add-cube-cbrt99.6%
fma-neg99.6%
*-un-lft-identity99.6%
pow299.6%
add-cube-cbrt99.6%
Applied egg-rr99.6%
Taylor expanded in y around 0 95.9%
Simplified95.9%
Final simplification75.4%
(FPCore (x y)
:precision binary64
(/
(+ 2.0 (* (* -0.0625 (pow (sin x) 2.0)) (* (sqrt 2.0) (+ (cos x) -1.0))))
(+
3.0
(fma
(cos y)
(/ 6.0 (+ 3.0 (sqrt 5.0)))
(* (* (cos x) (+ -1.0 (sqrt 5.0))) 1.5)))))
double code(double x, double y) {
return (2.0 + ((-0.0625 * pow(sin(x), 2.0)) * (sqrt(2.0) * (cos(x) + -1.0)))) / (3.0 + fma(cos(y), (6.0 / (3.0 + sqrt(5.0))), ((cos(x) * (-1.0 + sqrt(5.0))) * 1.5)));
}
function code(x, y) return Float64(Float64(2.0 + Float64(Float64(-0.0625 * (sin(x) ^ 2.0)) * Float64(sqrt(2.0) * Float64(cos(x) + -1.0)))) / Float64(3.0 + fma(cos(y), Float64(6.0 / Float64(3.0 + sqrt(5.0))), Float64(Float64(cos(x) * Float64(-1.0 + sqrt(5.0))) * 1.5)))) end
code[x_, y_] := N[(N[(2.0 + N[(N[(-0.0625 * N[Power[N[Sin[x], $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 + N[(N[Cos[y], $MachinePrecision] * N[(6.0 / N[(3.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(N[Cos[x], $MachinePrecision] * N[(-1.0 + N[Sqrt[5.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * 1.5), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\frac{2 + \left(-0.0625 \cdot {\sin x}^{2}\right) \cdot \left(\sqrt{2} \cdot \left(\cos x + -1\right)\right)}{3 + \mathsf{fma}\left(\cos y, \frac{6}{3 + \sqrt{5}}, \left(\cos x \cdot \left(-1 + \sqrt{5}\right)\right) \cdot 1.5\right)}
\end{array}
Initial program 99.2%
Simplified99.2%
flip--99.0%
div-inv99.0%
sub-neg99.0%
metadata-eval99.0%
pow1/299.0%
pow1/299.0%
pow-prod-up99.4%
metadata-eval99.4%
metadata-eval99.4%
metadata-eval99.4%
metadata-eval99.4%
+-commutative99.4%
Applied egg-rr99.4%
associate-*r/99.4%
metadata-eval99.4%
Simplified99.4%
associate-*l/99.4%
metadata-eval99.4%
Applied egg-rr99.4%
*-un-lft-identity99.4%
add-cube-cbrt99.4%
associate-*l*99.4%
prod-diff99.4%
add-cube-cbrt99.4%
fma-neg99.4%
*-un-lft-identity99.4%
pow299.4%
add-cube-cbrt99.4%
Applied egg-rr99.4%
Taylor expanded in y around 0 60.2%
Simplified60.2%
Final simplification60.2%
(FPCore (x y)
:precision binary64
(let* ((t_0 (/ (sqrt 5.0) 2.0))
(t_1 (- y (/ x 16.0)))
(t_2
(* 3.0 (+ 1.0 (+ (* (cos x) (- t_0 0.5)) (* (cos y) (- 1.5 t_0)))))))
(if (or (<= y -3.5e-6) (not (<= y 1.1e-7)))
(/
(+
2.0
(*
(+ (cos x) -1.0)
(* (sqrt 2.0) (* (- (sin x) (/ (sin y) 16.0)) t_1))))
t_2)
(/
(+ 2.0 (* (- 1.0 (cos y)) (* (sqrt 2.0) (* (- (sin x) (/ y 16.0)) t_1))))
t_2))))
double code(double x, double y) {
double t_0 = sqrt(5.0) / 2.0;
double t_1 = y - (x / 16.0);
double t_2 = 3.0 * (1.0 + ((cos(x) * (t_0 - 0.5)) + (cos(y) * (1.5 - t_0))));
double tmp;
if ((y <= -3.5e-6) || !(y <= 1.1e-7)) {
tmp = (2.0 + ((cos(x) + -1.0) * (sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_1)))) / t_2;
} else {
tmp = (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (y / 16.0)) * t_1)))) / t_2;
}
return tmp;
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = sqrt(5.0d0) / 2.0d0
t_1 = y - (x / 16.0d0)
t_2 = 3.0d0 * (1.0d0 + ((cos(x) * (t_0 - 0.5d0)) + (cos(y) * (1.5d0 - t_0))))
if ((y <= (-3.5d-6)) .or. (.not. (y <= 1.1d-7))) then
tmp = (2.0d0 + ((cos(x) + (-1.0d0)) * (sqrt(2.0d0) * ((sin(x) - (sin(y) / 16.0d0)) * t_1)))) / t_2
else
tmp = (2.0d0 + ((1.0d0 - cos(y)) * (sqrt(2.0d0) * ((sin(x) - (y / 16.0d0)) * t_1)))) / t_2
end if
code = tmp
end function
public static double code(double x, double y) {
double t_0 = Math.sqrt(5.0) / 2.0;
double t_1 = y - (x / 16.0);
double t_2 = 3.0 * (1.0 + ((Math.cos(x) * (t_0 - 0.5)) + (Math.cos(y) * (1.5 - t_0))));
double tmp;
if ((y <= -3.5e-6) || !(y <= 1.1e-7)) {
tmp = (2.0 + ((Math.cos(x) + -1.0) * (Math.sqrt(2.0) * ((Math.sin(x) - (Math.sin(y) / 16.0)) * t_1)))) / t_2;
} else {
tmp = (2.0 + ((1.0 - Math.cos(y)) * (Math.sqrt(2.0) * ((Math.sin(x) - (y / 16.0)) * t_1)))) / t_2;
}
return tmp;
}
def code(x, y): t_0 = math.sqrt(5.0) / 2.0 t_1 = y - (x / 16.0) t_2 = 3.0 * (1.0 + ((math.cos(x) * (t_0 - 0.5)) + (math.cos(y) * (1.5 - t_0)))) tmp = 0 if (y <= -3.5e-6) or not (y <= 1.1e-7): tmp = (2.0 + ((math.cos(x) + -1.0) * (math.sqrt(2.0) * ((math.sin(x) - (math.sin(y) / 16.0)) * t_1)))) / t_2 else: tmp = (2.0 + ((1.0 - math.cos(y)) * (math.sqrt(2.0) * ((math.sin(x) - (y / 16.0)) * t_1)))) / t_2 return tmp
function code(x, y) t_0 = Float64(sqrt(5.0) / 2.0) t_1 = Float64(y - Float64(x / 16.0)) t_2 = Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(t_0 - 0.5)) + Float64(cos(y) * Float64(1.5 - t_0))))) tmp = 0.0 if ((y <= -3.5e-6) || !(y <= 1.1e-7)) tmp = Float64(Float64(2.0 + Float64(Float64(cos(x) + -1.0) * Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * t_1)))) / t_2); else tmp = Float64(Float64(2.0 + Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(y / 16.0)) * t_1)))) / t_2); end return tmp end
function tmp_2 = code(x, y) t_0 = sqrt(5.0) / 2.0; t_1 = y - (x / 16.0); t_2 = 3.0 * (1.0 + ((cos(x) * (t_0 - 0.5)) + (cos(y) * (1.5 - t_0)))); tmp = 0.0; if ((y <= -3.5e-6) || ~((y <= 1.1e-7))) tmp = (2.0 + ((cos(x) + -1.0) * (sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_1)))) / t_2; else tmp = (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (y / 16.0)) * t_1)))) / t_2; end tmp_2 = tmp; end
code[x_, y_] := Block[{t$95$0 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, Block[{t$95$1 = N[(y - N[(x / 16.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(t$95$0 - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[Or[LessEqual[y, -3.5e-6], N[Not[LessEqual[y, 1.1e-7]], $MachinePrecision]], N[(N[(2.0 + N[(N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision], N[(N[(2.0 + N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{5}}{2}\\
t_1 := y - \frac{x}{16}\\
t_2 := 3 \cdot \left(1 + \left(\cos x \cdot \left(t\_0 - 0.5\right) + \cos y \cdot \left(1.5 - t\_0\right)\right)\right)\\
\mathbf{if}\;y \leq -3.5 \cdot 10^{-6} \lor \neg \left(y \leq 1.1 \cdot 10^{-7}\right):\\
\;\;\;\;\frac{2 + \left(\cos x + -1\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot t\_1\right)\right)}{t\_2}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{y}{16}\right) \cdot t\_1\right)\right)}{t\_2}\\
\end{array}
\end{array}
if y < -3.49999999999999995e-6 or 1.1000000000000001e-7 < y Initial program 99.0%
associate-*l*99.0%
distribute-rgt-in99.0%
cos-neg99.0%
distribute-rgt-in99.0%
associate-+l+99.0%
Simplified99.0%
Taylor expanded in x around 0 42.9%
Taylor expanded in y around 0 2.8%
Taylor expanded in y around 0 13.9%
if -3.49999999999999995e-6 < y < 1.1000000000000001e-7Initial program 99.4%
associate-*l*99.4%
distribute-rgt-in99.4%
cos-neg99.4%
distribute-rgt-in99.4%
associate-+l+99.4%
Simplified99.4%
Taylor expanded in x around 0 46.8%
Taylor expanded in y around 0 46.8%
Taylor expanded in y around 0 46.8%
Taylor expanded in x around 0 60.2%
Final simplification35.4%
(FPCore (x y)
:precision binary64
(let* ((t_0 (- y (/ x 16.0)))
(t_1 (/ (sqrt 5.0) 2.0))
(t_2
(* 3.0 (+ 1.0 (+ (* (cos x) (- t_1 0.5)) (* (cos y) (- 1.5 t_1)))))))
(if (<= y 1.3e-8)
(/
(+
2.0
(* (- 1.0 (cos y)) (* (sqrt 2.0) (* (- (sin x) (/ (sin y) 16.0)) t_0))))
t_2)
(/
(+
2.0
(* (+ (cos x) -1.0) (* (sqrt 2.0) (* (- (sin x) (/ y 16.0)) t_0))))
t_2))))
double code(double x, double y) {
double t_0 = y - (x / 16.0);
double t_1 = sqrt(5.0) / 2.0;
double t_2 = 3.0 * (1.0 + ((cos(x) * (t_1 - 0.5)) + (cos(y) * (1.5 - t_1))));
double tmp;
if (y <= 1.3e-8) {
tmp = (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_0)))) / t_2;
} else {
tmp = (2.0 + ((cos(x) + -1.0) * (sqrt(2.0) * ((sin(x) - (y / 16.0)) * t_0)))) / t_2;
}
return tmp;
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = y - (x / 16.0d0)
t_1 = sqrt(5.0d0) / 2.0d0
t_2 = 3.0d0 * (1.0d0 + ((cos(x) * (t_1 - 0.5d0)) + (cos(y) * (1.5d0 - t_1))))
if (y <= 1.3d-8) then
tmp = (2.0d0 + ((1.0d0 - cos(y)) * (sqrt(2.0d0) * ((sin(x) - (sin(y) / 16.0d0)) * t_0)))) / t_2
else
tmp = (2.0d0 + ((cos(x) + (-1.0d0)) * (sqrt(2.0d0) * ((sin(x) - (y / 16.0d0)) * t_0)))) / t_2
end if
code = tmp
end function
public static double code(double x, double y) {
double t_0 = y - (x / 16.0);
double t_1 = Math.sqrt(5.0) / 2.0;
double t_2 = 3.0 * (1.0 + ((Math.cos(x) * (t_1 - 0.5)) + (Math.cos(y) * (1.5 - t_1))));
double tmp;
if (y <= 1.3e-8) {
tmp = (2.0 + ((1.0 - Math.cos(y)) * (Math.sqrt(2.0) * ((Math.sin(x) - (Math.sin(y) / 16.0)) * t_0)))) / t_2;
} else {
tmp = (2.0 + ((Math.cos(x) + -1.0) * (Math.sqrt(2.0) * ((Math.sin(x) - (y / 16.0)) * t_0)))) / t_2;
}
return tmp;
}
def code(x, y): t_0 = y - (x / 16.0) t_1 = math.sqrt(5.0) / 2.0 t_2 = 3.0 * (1.0 + ((math.cos(x) * (t_1 - 0.5)) + (math.cos(y) * (1.5 - t_1)))) tmp = 0 if y <= 1.3e-8: tmp = (2.0 + ((1.0 - math.cos(y)) * (math.sqrt(2.0) * ((math.sin(x) - (math.sin(y) / 16.0)) * t_0)))) / t_2 else: tmp = (2.0 + ((math.cos(x) + -1.0) * (math.sqrt(2.0) * ((math.sin(x) - (y / 16.0)) * t_0)))) / t_2 return tmp
function code(x, y) t_0 = Float64(y - Float64(x / 16.0)) t_1 = Float64(sqrt(5.0) / 2.0) t_2 = Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(t_1 - 0.5)) + Float64(cos(y) * Float64(1.5 - t_1))))) tmp = 0.0 if (y <= 1.3e-8) tmp = Float64(Float64(2.0 + Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(sin(y) / 16.0)) * t_0)))) / t_2); else tmp = Float64(Float64(2.0 + Float64(Float64(cos(x) + -1.0) * Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(y / 16.0)) * t_0)))) / t_2); end return tmp end
function tmp_2 = code(x, y) t_0 = y - (x / 16.0); t_1 = sqrt(5.0) / 2.0; t_2 = 3.0 * (1.0 + ((cos(x) * (t_1 - 0.5)) + (cos(y) * (1.5 - t_1)))); tmp = 0.0; if (y <= 1.3e-8) tmp = (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (sin(y) / 16.0)) * t_0)))) / t_2; else tmp = (2.0 + ((cos(x) + -1.0) * (sqrt(2.0) * ((sin(x) - (y / 16.0)) * t_0)))) / t_2; end tmp_2 = tmp; end
code[x_, y_] := Block[{t$95$0 = N[(y - N[(x / 16.0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, Block[{t$95$2 = N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(t$95$1 - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[y, 1.3e-8], N[(N[(2.0 + N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(N[Sin[y], $MachinePrecision] / 16.0), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision], N[(N[(2.0 + N[(N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := y - \frac{x}{16}\\
t_1 := \frac{\sqrt{5}}{2}\\
t_2 := 3 \cdot \left(1 + \left(\cos x \cdot \left(t\_1 - 0.5\right) + \cos y \cdot \left(1.5 - t\_1\right)\right)\right)\\
\mathbf{if}\;y \leq 1.3 \cdot 10^{-8}:\\
\;\;\;\;\frac{2 + \left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{\sin y}{16}\right) \cdot t\_0\right)\right)}{t\_2}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(\cos x + -1\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{y}{16}\right) \cdot t\_0\right)\right)}{t\_2}\\
\end{array}
\end{array}
if y < 1.3000000000000001e-8Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.2%
cos-neg99.2%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
Taylor expanded in x around 0 42.3%
Taylor expanded in y around 0 30.1%
Taylor expanded in x around 0 38.4%
if 1.3000000000000001e-8 < y Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.3%
cos-neg99.3%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
Taylor expanded in x around 0 51.8%
Taylor expanded in y around 0 3.1%
Taylor expanded in y around 0 1.5%
Taylor expanded in y around 0 9.0%
Final simplification30.9%
(FPCore (x y)
:precision binary64
(let* ((t_0 (* (sqrt 2.0) (* (- (sin x) (/ y 16.0)) (- y (/ x 16.0)))))
(t_1 (/ (sqrt 5.0) 2.0))
(t_2
(* 3.0 (+ 1.0 (+ (* (cos x) (- t_1 0.5)) (* (cos y) (- 1.5 t_1)))))))
(if (<= y 1.45e-7)
(/ (+ 2.0 (* (- 1.0 (cos y)) t_0)) t_2)
(/ (+ 2.0 (* (+ (cos x) -1.0) t_0)) t_2))))
double code(double x, double y) {
double t_0 = sqrt(2.0) * ((sin(x) - (y / 16.0)) * (y - (x / 16.0)));
double t_1 = sqrt(5.0) / 2.0;
double t_2 = 3.0 * (1.0 + ((cos(x) * (t_1 - 0.5)) + (cos(y) * (1.5 - t_1))));
double tmp;
if (y <= 1.45e-7) {
tmp = (2.0 + ((1.0 - cos(y)) * t_0)) / t_2;
} else {
tmp = (2.0 + ((cos(x) + -1.0) * t_0)) / t_2;
}
return tmp;
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = sqrt(2.0d0) * ((sin(x) - (y / 16.0d0)) * (y - (x / 16.0d0)))
t_1 = sqrt(5.0d0) / 2.0d0
t_2 = 3.0d0 * (1.0d0 + ((cos(x) * (t_1 - 0.5d0)) + (cos(y) * (1.5d0 - t_1))))
if (y <= 1.45d-7) then
tmp = (2.0d0 + ((1.0d0 - cos(y)) * t_0)) / t_2
else
tmp = (2.0d0 + ((cos(x) + (-1.0d0)) * t_0)) / t_2
end if
code = tmp
end function
public static double code(double x, double y) {
double t_0 = Math.sqrt(2.0) * ((Math.sin(x) - (y / 16.0)) * (y - (x / 16.0)));
double t_1 = Math.sqrt(5.0) / 2.0;
double t_2 = 3.0 * (1.0 + ((Math.cos(x) * (t_1 - 0.5)) + (Math.cos(y) * (1.5 - t_1))));
double tmp;
if (y <= 1.45e-7) {
tmp = (2.0 + ((1.0 - Math.cos(y)) * t_0)) / t_2;
} else {
tmp = (2.0 + ((Math.cos(x) + -1.0) * t_0)) / t_2;
}
return tmp;
}
def code(x, y): t_0 = math.sqrt(2.0) * ((math.sin(x) - (y / 16.0)) * (y - (x / 16.0))) t_1 = math.sqrt(5.0) / 2.0 t_2 = 3.0 * (1.0 + ((math.cos(x) * (t_1 - 0.5)) + (math.cos(y) * (1.5 - t_1)))) tmp = 0 if y <= 1.45e-7: tmp = (2.0 + ((1.0 - math.cos(y)) * t_0)) / t_2 else: tmp = (2.0 + ((math.cos(x) + -1.0) * t_0)) / t_2 return tmp
function code(x, y) t_0 = Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(y / 16.0)) * Float64(y - Float64(x / 16.0)))) t_1 = Float64(sqrt(5.0) / 2.0) t_2 = Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(t_1 - 0.5)) + Float64(cos(y) * Float64(1.5 - t_1))))) tmp = 0.0 if (y <= 1.45e-7) tmp = Float64(Float64(2.0 + Float64(Float64(1.0 - cos(y)) * t_0)) / t_2); else tmp = Float64(Float64(2.0 + Float64(Float64(cos(x) + -1.0) * t_0)) / t_2); end return tmp end
function tmp_2 = code(x, y) t_0 = sqrt(2.0) * ((sin(x) - (y / 16.0)) * (y - (x / 16.0))); t_1 = sqrt(5.0) / 2.0; t_2 = 3.0 * (1.0 + ((cos(x) * (t_1 - 0.5)) + (cos(y) * (1.5 - t_1)))); tmp = 0.0; if (y <= 1.45e-7) tmp = (2.0 + ((1.0 - cos(y)) * t_0)) / t_2; else tmp = (2.0 + ((cos(x) + -1.0) * t_0)) / t_2; end tmp_2 = tmp; end
code[x_, y_] := Block[{t$95$0 = N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision] * N[(y - N[(x / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, Block[{t$95$2 = N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(t$95$1 - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[y, 1.45e-7], N[(N[(2.0 + N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision], N[(N[(2.0 + N[(N[(N[Cos[x], $MachinePrecision] + -1.0), $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \sqrt{2} \cdot \left(\left(\sin x - \frac{y}{16}\right) \cdot \left(y - \frac{x}{16}\right)\right)\\
t_1 := \frac{\sqrt{5}}{2}\\
t_2 := 3 \cdot \left(1 + \left(\cos x \cdot \left(t\_1 - 0.5\right) + \cos y \cdot \left(1.5 - t\_1\right)\right)\right)\\
\mathbf{if}\;y \leq 1.45 \cdot 10^{-7}:\\
\;\;\;\;\frac{2 + \left(1 - \cos y\right) \cdot t\_0}{t\_2}\\
\mathbf{else}:\\
\;\;\;\;\frac{2 + \left(\cos x + -1\right) \cdot t\_0}{t\_2}\\
\end{array}
\end{array}
if y < 1.4499999999999999e-7Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.2%
cos-neg99.2%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
Taylor expanded in x around 0 42.3%
Taylor expanded in y around 0 30.1%
Taylor expanded in y around 0 29.7%
Taylor expanded in x around 0 37.9%
if 1.4499999999999999e-7 < y Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.3%
cos-neg99.3%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
Taylor expanded in x around 0 51.8%
Taylor expanded in y around 0 3.1%
Taylor expanded in y around 0 1.5%
Taylor expanded in y around 0 9.0%
Final simplification30.6%
(FPCore (x y)
:precision binary64
(let* ((t_0 (/ (sqrt 5.0) 2.0)))
(/
(+
2.0
(*
(- 1.0 (cos y))
(* (sqrt 2.0) (* (- (sin x) (/ y 16.0)) (- y (/ x 16.0))))))
(* 3.0 (+ 1.0 (+ (* (cos x) (- t_0 0.5)) (* (cos y) (- 1.5 t_0))))))))
double code(double x, double y) {
double t_0 = sqrt(5.0) / 2.0;
return (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (y / 16.0)) * (y - (x / 16.0)))))) / (3.0 * (1.0 + ((cos(x) * (t_0 - 0.5)) + (cos(y) * (1.5 - t_0)))));
}
real(8) function code(x, y)
real(8), intent (in) :: x
real(8), intent (in) :: y
real(8) :: t_0
t_0 = sqrt(5.0d0) / 2.0d0
code = (2.0d0 + ((1.0d0 - cos(y)) * (sqrt(2.0d0) * ((sin(x) - (y / 16.0d0)) * (y - (x / 16.0d0)))))) / (3.0d0 * (1.0d0 + ((cos(x) * (t_0 - 0.5d0)) + (cos(y) * (1.5d0 - t_0)))))
end function
public static double code(double x, double y) {
double t_0 = Math.sqrt(5.0) / 2.0;
return (2.0 + ((1.0 - Math.cos(y)) * (Math.sqrt(2.0) * ((Math.sin(x) - (y / 16.0)) * (y - (x / 16.0)))))) / (3.0 * (1.0 + ((Math.cos(x) * (t_0 - 0.5)) + (Math.cos(y) * (1.5 - t_0)))));
}
def code(x, y): t_0 = math.sqrt(5.0) / 2.0 return (2.0 + ((1.0 - math.cos(y)) * (math.sqrt(2.0) * ((math.sin(x) - (y / 16.0)) * (y - (x / 16.0)))))) / (3.0 * (1.0 + ((math.cos(x) * (t_0 - 0.5)) + (math.cos(y) * (1.5 - t_0)))))
function code(x, y) t_0 = Float64(sqrt(5.0) / 2.0) return Float64(Float64(2.0 + Float64(Float64(1.0 - cos(y)) * Float64(sqrt(2.0) * Float64(Float64(sin(x) - Float64(y / 16.0)) * Float64(y - Float64(x / 16.0)))))) / Float64(3.0 * Float64(1.0 + Float64(Float64(cos(x) * Float64(t_0 - 0.5)) + Float64(cos(y) * Float64(1.5 - t_0)))))) end
function tmp = code(x, y) t_0 = sqrt(5.0) / 2.0; tmp = (2.0 + ((1.0 - cos(y)) * (sqrt(2.0) * ((sin(x) - (y / 16.0)) * (y - (x / 16.0)))))) / (3.0 * (1.0 + ((cos(x) * (t_0 - 0.5)) + (cos(y) * (1.5 - t_0))))); end
code[x_, y_] := Block[{t$95$0 = N[(N[Sqrt[5.0], $MachinePrecision] / 2.0), $MachinePrecision]}, N[(N[(2.0 + N[(N[(1.0 - N[Cos[y], $MachinePrecision]), $MachinePrecision] * N[(N[Sqrt[2.0], $MachinePrecision] * N[(N[(N[Sin[x], $MachinePrecision] - N[(y / 16.0), $MachinePrecision]), $MachinePrecision] * N[(y - N[(x / 16.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(3.0 * N[(1.0 + N[(N[(N[Cos[x], $MachinePrecision] * N[(t$95$0 - 0.5), $MachinePrecision]), $MachinePrecision] + N[(N[Cos[y], $MachinePrecision] * N[(1.5 - t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{\sqrt{5}}{2}\\
\frac{2 + \left(1 - \cos y\right) \cdot \left(\sqrt{2} \cdot \left(\left(\sin x - \frac{y}{16}\right) \cdot \left(y - \frac{x}{16}\right)\right)\right)}{3 \cdot \left(1 + \left(\cos x \cdot \left(t\_0 - 0.5\right) + \cos y \cdot \left(1.5 - t\_0\right)\right)\right)}
\end{array}
\end{array}
Initial program 99.2%
associate-*l*99.2%
distribute-rgt-in99.2%
cos-neg99.2%
distribute-rgt-in99.2%
associate-+l+99.2%
Simplified99.2%
Taylor expanded in x around 0 44.7%
Taylor expanded in y around 0 23.2%
Taylor expanded in y around 0 22.5%
Taylor expanded in x around 0 28.5%
Final simplification28.5%
herbie shell --seed 2024111
(FPCore (x y)
:name "Diagrams.TwoD.Path.Metafont.Internal:hobbyF from diagrams-contrib-1.3.0.5"
:precision binary64
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y))))))