
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x))))))
(-
1.0
(*
(*
t_0
(+
0.254829592
(*
t_0
(+
-0.284496736
(*
t_0
(+ 1.421413741 (* t_0 (+ -1.453152027 (* t_0 1.061405429)))))))))
(exp (- (* (fabs x) (fabs x))))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * fabs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(fabs(x) * fabs(x))));
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
t_0 = 1.0d0 / (1.0d0 + (0.3275911d0 * abs(x)))
code = 1.0d0 - ((t_0 * (0.254829592d0 + (t_0 * ((-0.284496736d0) + (t_0 * (1.421413741d0 + (t_0 * ((-1.453152027d0) + (t_0 * 1.061405429d0))))))))) * exp(-(abs(x) * abs(x))))
end function
public static double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * Math.abs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * Math.exp(-(Math.abs(x) * Math.abs(x))));
}
def code(x): t_0 = 1.0 / (1.0 + (0.3275911 * math.fabs(x))) return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * math.exp(-(math.fabs(x) * math.fabs(x))))
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(0.3275911 * abs(x)))) return Float64(1.0 - Float64(Float64(t_0 * Float64(0.254829592 + Float64(t_0 * Float64(-0.284496736 + Float64(t_0 * Float64(1.421413741 + Float64(t_0 * Float64(-1.453152027 + Float64(t_0 * 1.061405429))))))))) * exp(Float64(-Float64(abs(x) * abs(x)))))) end
function tmp = code(x) t_0 = 1.0 / (1.0 + (0.3275911 * abs(x))); tmp = 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(abs(x) * abs(x)))); end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(0.3275911 * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(1.0 - N[(N[(t$95$0 * N[(0.254829592 + N[(t$95$0 * N[(-0.284496736 + N[(t$95$0 * N[(1.421413741 + N[(t$95$0 * N[(-1.453152027 + N[(t$95$0 * 1.061405429), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[(-N[(N[Abs[x], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision])], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + 0.3275911 \cdot \left|x\right|}\\
1 - \left(t_0 \cdot \left(0.254829592 + t_0 \cdot \left(-0.284496736 + t_0 \cdot \left(1.421413741 + t_0 \cdot \left(-1.453152027 + t_0 \cdot 1.061405429\right)\right)\right)\right)\right) \cdot e^{-\left|x\right| \cdot \left|x\right|}
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 12 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x))))))
(-
1.0
(*
(*
t_0
(+
0.254829592
(*
t_0
(+
-0.284496736
(*
t_0
(+ 1.421413741 (* t_0 (+ -1.453152027 (* t_0 1.061405429)))))))))
(exp (- (* (fabs x) (fabs x))))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * fabs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(fabs(x) * fabs(x))));
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
t_0 = 1.0d0 / (1.0d0 + (0.3275911d0 * abs(x)))
code = 1.0d0 - ((t_0 * (0.254829592d0 + (t_0 * ((-0.284496736d0) + (t_0 * (1.421413741d0 + (t_0 * ((-1.453152027d0) + (t_0 * 1.061405429d0))))))))) * exp(-(abs(x) * abs(x))))
end function
public static double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * Math.abs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * Math.exp(-(Math.abs(x) * Math.abs(x))));
}
def code(x): t_0 = 1.0 / (1.0 + (0.3275911 * math.fabs(x))) return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * math.exp(-(math.fabs(x) * math.fabs(x))))
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(0.3275911 * abs(x)))) return Float64(1.0 - Float64(Float64(t_0 * Float64(0.254829592 + Float64(t_0 * Float64(-0.284496736 + Float64(t_0 * Float64(1.421413741 + Float64(t_0 * Float64(-1.453152027 + Float64(t_0 * 1.061405429))))))))) * exp(Float64(-Float64(abs(x) * abs(x)))))) end
function tmp = code(x) t_0 = 1.0 / (1.0 + (0.3275911 * abs(x))); tmp = 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(abs(x) * abs(x)))); end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(0.3275911 * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(1.0 - N[(N[(t$95$0 * N[(0.254829592 + N[(t$95$0 * N[(-0.284496736 + N[(t$95$0 * N[(1.421413741 + N[(t$95$0 * N[(-1.453152027 + N[(t$95$0 * 1.061405429), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[(-N[(N[Abs[x], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision])], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + 0.3275911 \cdot \left|x\right|}\\
1 - \left(t_0 \cdot \left(0.254829592 + t_0 \cdot \left(-0.284496736 + t_0 \cdot \left(1.421413741 + t_0 \cdot \left(-1.453152027 + t_0 \cdot 1.061405429\right)\right)\right)\right)\right) \cdot e^{-\left|x\right| \cdot \left|x\right|}
\end{array}
\end{array}
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= x -2.5e-17)
(-
1.0
(*
t_1
(*
(exp (* x (- x)))
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
t_1
(+ 1.421413741 (* t_1 (+ -1.453152027 (/ 1.061405429 t_0)))))))))))
(if (<= x 0.9)
(+ (* x 1.128386358070218) 1e-9)
(pow 1.0 0.3333333333333333)))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 - (t_1 * (exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0))))))))));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = pow(1.0, 0.3333333333333333);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
if (x <= (-2.5d-17)) then
tmp = 1.0d0 - (t_1 * (exp((x * -x)) * (0.254829592d0 + (t_1 * ((-0.284496736d0) + (t_1 * (1.421413741d0 + (t_1 * ((-1.453152027d0) + (1.061405429d0 / t_0))))))))))
else if (x <= 0.9d0) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0 ** 0.3333333333333333d0
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 - (t_1 * (Math.exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0))))))))));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = Math.pow(1.0, 0.3333333333333333);
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 tmp = 0 if x <= -2.5e-17: tmp = 1.0 - (t_1 * (math.exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0)))))))))) elif x <= 0.9: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = math.pow(1.0, 0.3333333333333333) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 - Float64(t_1 * Float64(exp(Float64(x * Float64(-x))) * Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(t_1 * Float64(-1.453152027 + Float64(1.061405429 / t_0))))))))))); elseif (x <= 0.9) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = 1.0 ^ 0.3333333333333333; end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 - (t_1 * (exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0)))))))))); elseif (x <= 0.9) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0 ^ 0.3333333333333333; end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 - N[(t$95$1 * N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(t$95$1 * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.9], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[Power[1.0, 0.3333333333333333], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 - t_1 \cdot \left(e^{x \cdot \left(-x\right)} \cdot \left(0.254829592 + t_1 \cdot \left(-0.284496736 + t_1 \cdot \left(1.421413741 + t_1 \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right)\right)\right)\\
\mathbf{elif}\;x \leq 0.9:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;{1}^{0.3333333333333333}\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 98.9%
associate-*l*98.9%
Simplified98.9%
if -2.4999999999999999e-17 < x < 0.900000000000000022Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.5%
*-commutative95.5%
Simplified95.5%
pow-pow99.9%
metadata-eval99.9%
pow199.9%
+-commutative99.9%
Applied egg-rr99.9%
if 0.900000000000000022 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
add-cbrt-cube100.0%
Applied egg-rr3.1%
Taylor expanded in x around inf 100.0%
Final simplification99.6%
(FPCore (x)
:precision binary64
(let* ((t_0 (exp (* x (- x))))
(t_1 (fma 0.3275911 (fabs x) 1.0))
(t_2
(/
(*
(+
0.254829592
(/
(-
-0.284496736
(/
(-
(/ 1.453152027 t_1)
(+ 1.421413741 (/ 1.061405429 (pow t_1 2.0))))
t_1))
t_1))
t_0)
t_1))
(t_3 (pow t_1 3.0)))
(if (<= (fabs x) 2e-24)
(+ (* x 1.128386358070218) 1e-9)
(/
(- 1.0 (* t_2 t_2))
(+
1.0
(/
(*
(+
0.254829592
(-
(/ (+ (/ 1.421413741 t_1) (- (/ 1.061405429 t_3) 0.284496736)) t_1)
(/ 1.453152027 t_3)))
t_0)
t_1))))))
double code(double x) {
double t_0 = exp((x * -x));
double t_1 = fma(0.3275911, fabs(x), 1.0);
double t_2 = ((0.254829592 + ((-0.284496736 - (((1.453152027 / t_1) - (1.421413741 + (1.061405429 / pow(t_1, 2.0)))) / t_1)) / t_1)) * t_0) / t_1;
double t_3 = pow(t_1, 3.0);
double tmp;
if (fabs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = (1.0 - (t_2 * t_2)) / (1.0 + (((0.254829592 + ((((1.421413741 / t_1) + ((1.061405429 / t_3) - 0.284496736)) / t_1) - (1.453152027 / t_3))) * t_0) / t_1));
}
return tmp;
}
function code(x) t_0 = exp(Float64(x * Float64(-x))) t_1 = fma(0.3275911, abs(x), 1.0) t_2 = Float64(Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 - Float64(Float64(Float64(1.453152027 / t_1) - Float64(1.421413741 + Float64(1.061405429 / (t_1 ^ 2.0)))) / t_1)) / t_1)) * t_0) / t_1) t_3 = t_1 ^ 3.0 tmp = 0.0 if (abs(x) <= 2e-24) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = Float64(Float64(1.0 - Float64(t_2 * t_2)) / Float64(1.0 + Float64(Float64(Float64(0.254829592 + Float64(Float64(Float64(Float64(1.421413741 / t_1) + Float64(Float64(1.061405429 / t_3) - 0.284496736)) / t_1) - Float64(1.453152027 / t_3))) * t_0) / t_1))); end return tmp end
code[x_] := Block[{t$95$0 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(0.254829592 + N[(N[(-0.284496736 - N[(N[(N[(1.453152027 / t$95$1), $MachinePrecision] - N[(1.421413741 + N[(1.061405429 / N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision] / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[Power[t$95$1, 3.0], $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-24], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[(N[(1.0 - N[(t$95$2 * t$95$2), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[(N[(N[(0.254829592 + N[(N[(N[(N[(1.421413741 / t$95$1), $MachinePrecision] + N[(N[(1.061405429 / t$95$3), $MachinePrecision] - 0.284496736), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision] - N[(1.453152027 / t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{x \cdot \left(-x\right)}\\
t_1 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_2 := \frac{\left(0.254829592 + \frac{-0.284496736 - \frac{\frac{1.453152027}{t_1} - \left(1.421413741 + \frac{1.061405429}{{t_1}^{2}}\right)}{t_1}}{t_1}\right) \cdot t_0}{t_1}\\
t_3 := {t_1}^{3}\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-24}:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;\frac{1 - t_2 \cdot t_2}{1 + \frac{\left(0.254829592 + \left(\frac{\frac{1.421413741}{t_1} + \left(\frac{1.061405429}{t_3} - 0.284496736\right)}{t_1} - \frac{1.453152027}{t_3}\right)\right) \cdot t_0}{t_1}}\\
\end{array}
\end{array}
if (fabs.f64 x) < 1.99999999999999985e-24Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.6%
*-commutative95.6%
Simplified95.6%
pow-pow100.0%
metadata-eval100.0%
pow1100.0%
+-commutative100.0%
Applied egg-rr100.0%
if 1.99999999999999985e-24 < (fabs.f64 x) Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Taylor expanded in x around 0 99.1%
Taylor expanded in x around inf 99.1%
flip--99.1%
Applied egg-rr99.1%
Taylor expanded in x around 0 99.1%
Simplified99.1%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma 0.3275911 (fabs x) 1.0))
(t_1
(/
(*
(+
0.254829592
(/
(-
-0.284496736
(/
(-
(/ 1.453152027 t_0)
(+ 1.421413741 (/ 1.061405429 (pow t_0 2.0))))
t_0))
t_0))
(exp (* x (- x))))
t_0)))
(if (<= (fabs x) 2e-24)
(+ (* x 1.128386358070218) 1e-9)
(/ (- 1.0 (* t_1 t_1)) (+ 1.0 t_1)))))
double code(double x) {
double t_0 = fma(0.3275911, fabs(x), 1.0);
double t_1 = ((0.254829592 + ((-0.284496736 - (((1.453152027 / t_0) - (1.421413741 + (1.061405429 / pow(t_0, 2.0)))) / t_0)) / t_0)) * exp((x * -x))) / t_0;
double tmp;
if (fabs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = (1.0 - (t_1 * t_1)) / (1.0 + t_1);
}
return tmp;
}
function code(x) t_0 = fma(0.3275911, abs(x), 1.0) t_1 = Float64(Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 - Float64(Float64(Float64(1.453152027 / t_0) - Float64(1.421413741 + Float64(1.061405429 / (t_0 ^ 2.0)))) / t_0)) / t_0)) * exp(Float64(x * Float64(-x)))) / t_0) tmp = 0.0 if (abs(x) <= 2e-24) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = Float64(Float64(1.0 - Float64(t_1 * t_1)) / Float64(1.0 + t_1)); end return tmp end
code[x_] := Block[{t$95$0 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(0.254829592 + N[(N[(-0.284496736 - N[(N[(N[(1.453152027 / t$95$0), $MachinePrecision] - N[(1.421413741 + N[(1.061405429 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] * N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-24], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[(N[(1.0 - N[(t$95$1 * t$95$1), $MachinePrecision]), $MachinePrecision] / N[(1.0 + t$95$1), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_1 := \frac{\left(0.254829592 + \frac{-0.284496736 - \frac{\frac{1.453152027}{t_0} - \left(1.421413741 + \frac{1.061405429}{{t_0}^{2}}\right)}{t_0}}{t_0}\right) \cdot e^{x \cdot \left(-x\right)}}{t_0}\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-24}:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;\frac{1 - t_1 \cdot t_1}{1 + t_1}\\
\end{array}
\end{array}
if (fabs.f64 x) < 1.99999999999999985e-24Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.6%
*-commutative95.6%
Simplified95.6%
pow-pow100.0%
metadata-eval100.0%
pow1100.0%
+-commutative100.0%
Applied egg-rr100.0%
if 1.99999999999999985e-24 < (fabs.f64 x) Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Taylor expanded in x around 0 99.1%
Taylor expanded in x around inf 99.1%
flip--99.1%
Applied egg-rr99.1%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (exp (* x (- x))))
(t_1 (fma 0.3275911 (fabs x) 1.0))
(t_2 (+ 1.0 (* (fabs x) 0.3275911)))
(t_3
(/
(*
(+
0.254829592
(/
(-
-0.284496736
(/
(-
(/ 1.453152027 t_1)
(+ 1.421413741 (/ 1.061405429 (pow t_1 2.0))))
t_1))
t_1))
t_0)
t_1)))
(if (<= (fabs x) 2e-24)
(+ (* x 1.128386358070218) 1e-9)
(/
(-
1.0
(*
t_3
(/
(*
(+
0.254829592
(/
(+
(+
(* 1.061405429 (/ 1.0 (pow t_2 3.0)))
(* 1.421413741 (/ 1.0 t_2)))
(- (* 1.453152027 (/ -1.0 (pow t_2 2.0))) 0.284496736))
t_2))
t_0)
t_1)))
(+ 1.0 t_3)))))
double code(double x) {
double t_0 = exp((x * -x));
double t_1 = fma(0.3275911, fabs(x), 1.0);
double t_2 = 1.0 + (fabs(x) * 0.3275911);
double t_3 = ((0.254829592 + ((-0.284496736 - (((1.453152027 / t_1) - (1.421413741 + (1.061405429 / pow(t_1, 2.0)))) / t_1)) / t_1)) * t_0) / t_1;
double tmp;
if (fabs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = (1.0 - (t_3 * (((0.254829592 + ((((1.061405429 * (1.0 / pow(t_2, 3.0))) + (1.421413741 * (1.0 / t_2))) + ((1.453152027 * (-1.0 / pow(t_2, 2.0))) - 0.284496736)) / t_2)) * t_0) / t_1))) / (1.0 + t_3);
}
return tmp;
}
function code(x) t_0 = exp(Float64(x * Float64(-x))) t_1 = fma(0.3275911, abs(x), 1.0) t_2 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_3 = Float64(Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 - Float64(Float64(Float64(1.453152027 / t_1) - Float64(1.421413741 + Float64(1.061405429 / (t_1 ^ 2.0)))) / t_1)) / t_1)) * t_0) / t_1) tmp = 0.0 if (abs(x) <= 2e-24) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = Float64(Float64(1.0 - Float64(t_3 * Float64(Float64(Float64(0.254829592 + Float64(Float64(Float64(Float64(1.061405429 * Float64(1.0 / (t_2 ^ 3.0))) + Float64(1.421413741 * Float64(1.0 / t_2))) + Float64(Float64(1.453152027 * Float64(-1.0 / (t_2 ^ 2.0))) - 0.284496736)) / t_2)) * t_0) / t_1))) / Float64(1.0 + t_3)); end return tmp end
code[x_] := Block[{t$95$0 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$1 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(0.254829592 + N[(N[(-0.284496736 - N[(N[(N[(1.453152027 / t$95$1), $MachinePrecision] - N[(1.421413741 + N[(1.061405429 / N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision] / t$95$1), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-24], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[(N[(1.0 - N[(t$95$3 * N[(N[(N[(0.254829592 + N[(N[(N[(N[(1.061405429 * N[(1.0 / N[Power[t$95$2, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.421413741 * N[(1.0 / t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(1.453152027 * N[(-1.0 / N[Power[t$95$2, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.284496736), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]), $MachinePrecision] * t$95$0), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(1.0 + t$95$3), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{x \cdot \left(-x\right)}\\
t_1 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_2 := 1 + \left|x\right| \cdot 0.3275911\\
t_3 := \frac{\left(0.254829592 + \frac{-0.284496736 - \frac{\frac{1.453152027}{t_1} - \left(1.421413741 + \frac{1.061405429}{{t_1}^{2}}\right)}{t_1}}{t_1}\right) \cdot t_0}{t_1}\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-24}:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;\frac{1 - t_3 \cdot \frac{\left(0.254829592 + \frac{\left(1.061405429 \cdot \frac{1}{{t_2}^{3}} + 1.421413741 \cdot \frac{1}{t_2}\right) + \left(1.453152027 \cdot \frac{-1}{{t_2}^{2}} - 0.284496736\right)}{t_2}\right) \cdot t_0}{t_1}}{1 + t_3}\\
\end{array}
\end{array}
if (fabs.f64 x) < 1.99999999999999985e-24Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.6%
*-commutative95.6%
Simplified95.6%
pow-pow100.0%
metadata-eval100.0%
pow1100.0%
+-commutative100.0%
Applied egg-rr100.0%
if 1.99999999999999985e-24 < (fabs.f64 x) Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Taylor expanded in x around 0 99.1%
Taylor expanded in x around inf 99.1%
flip--99.1%
Applied egg-rr99.1%
Taylor expanded in x around inf 99.1%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma 0.3275911 (fabs x) 1.0)))
(if (<= (fabs x) 2e-24)
(+ (* x 1.128386358070218) 1e-9)
(-
1.0
(/
(exp (* x (- x)))
(/
t_0
(+
0.254829592
(-
(+ (/ 1.421413741 (pow t_0 2.0)) (/ 1.061405429 (pow t_0 4.0)))
(+ (/ 1.453152027 (pow t_0 3.0)) (/ 0.284496736 t_0))))))))))
double code(double x) {
double t_0 = fma(0.3275911, fabs(x), 1.0);
double tmp;
if (fabs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = 1.0 - (exp((x * -x)) / (t_0 / (0.254829592 + (((1.421413741 / pow(t_0, 2.0)) + (1.061405429 / pow(t_0, 4.0))) - ((1.453152027 / pow(t_0, 3.0)) + (0.284496736 / t_0))))));
}
return tmp;
}
function code(x) t_0 = fma(0.3275911, abs(x), 1.0) tmp = 0.0 if (abs(x) <= 2e-24) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = Float64(1.0 - Float64(exp(Float64(x * Float64(-x))) / Float64(t_0 / Float64(0.254829592 + Float64(Float64(Float64(1.421413741 / (t_0 ^ 2.0)) + Float64(1.061405429 / (t_0 ^ 4.0))) - Float64(Float64(1.453152027 / (t_0 ^ 3.0)) + Float64(0.284496736 / t_0))))))); end return tmp end
code[x_] := Block[{t$95$0 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-24], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[(1.0 - N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] / N[(t$95$0 / N[(0.254829592 + N[(N[(N[(1.421413741 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision] + N[(1.061405429 / N[Power[t$95$0, 4.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - N[(N[(1.453152027 / N[Power[t$95$0, 3.0], $MachinePrecision]), $MachinePrecision] + N[(0.284496736 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-24}:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;1 - \frac{e^{x \cdot \left(-x\right)}}{\frac{t_0}{0.254829592 + \left(\left(\frac{1.421413741}{{t_0}^{2}} + \frac{1.061405429}{{t_0}^{4}}\right) - \left(\frac{1.453152027}{{t_0}^{3}} + \frac{0.284496736}{t_0}\right)\right)}}\\
\end{array}
\end{array}
if (fabs.f64 x) < 1.99999999999999985e-24Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.6%
*-commutative95.6%
Simplified95.6%
pow-pow100.0%
metadata-eval100.0%
pow1100.0%
+-commutative100.0%
Applied egg-rr100.0%
if 1.99999999999999985e-24 < (fabs.f64 x) Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Taylor expanded in x around 0 99.1%
Taylor expanded in x around inf 99.1%
fma-def99.1%
associate-/l*99.1%
unpow299.1%
distribute-lft-neg-in99.1%
Simplified99.1%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma 0.3275911 (fabs x) 1.0)))
(if (<= (fabs x) 2e-24)
(+ (* x 1.128386358070218) 1e-9)
(exp
(log
(-
1.0
(/
(*
(+
0.254829592
(/
(-
-0.284496736
(/
(-
(/ 1.453152027 t_0)
(+ 1.421413741 (/ 1.061405429 (pow t_0 2.0))))
t_0))
t_0))
(exp (* x (- x))))
t_0)))))))
double code(double x) {
double t_0 = fma(0.3275911, fabs(x), 1.0);
double tmp;
if (fabs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = exp(log((1.0 - (((0.254829592 + ((-0.284496736 - (((1.453152027 / t_0) - (1.421413741 + (1.061405429 / pow(t_0, 2.0)))) / t_0)) / t_0)) * exp((x * -x))) / t_0))));
}
return tmp;
}
function code(x) t_0 = fma(0.3275911, abs(x), 1.0) tmp = 0.0 if (abs(x) <= 2e-24) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = exp(log(Float64(1.0 - Float64(Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 - Float64(Float64(Float64(1.453152027 / t_0) - Float64(1.421413741 + Float64(1.061405429 / (t_0 ^ 2.0)))) / t_0)) / t_0)) * exp(Float64(x * Float64(-x)))) / t_0)))); end return tmp end
code[x_] := Block[{t$95$0 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-24], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[Exp[N[Log[N[(1.0 - N[(N[(N[(0.254829592 + N[(N[(-0.284496736 - N[(N[(N[(1.453152027 / t$95$0), $MachinePrecision] - N[(1.421413741 + N[(1.061405429 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] * N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-24}:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;e^{\log \left(1 - \frac{\left(0.254829592 + \frac{-0.284496736 - \frac{\frac{1.453152027}{t_0} - \left(1.421413741 + \frac{1.061405429}{{t_0}^{2}}\right)}{t_0}}{t_0}\right) \cdot e^{x \cdot \left(-x\right)}}{t_0}\right)}\\
\end{array}
\end{array}
if (fabs.f64 x) < 1.99999999999999985e-24Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.6%
*-commutative95.6%
Simplified95.6%
pow-pow100.0%
metadata-eval100.0%
pow1100.0%
+-commutative100.0%
Applied egg-rr100.0%
if 1.99999999999999985e-24 < (fabs.f64 x) Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Taylor expanded in x around 0 99.1%
Taylor expanded in x around inf 99.1%
add-exp-log99.1%
Applied egg-rr99.1%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= (fabs x) 2e-24)
(+ (* x 1.128386358070218) 1e-9)
(-
1.0
(*
t_1
(*
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
t_1
(+
(+ 1.421413741 (/ 1.061405429 (pow t_0 2.0)))
(* 1.453152027 (/ -1.0 t_0)))))))
(exp (* x (- x)))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (fabs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = 1.0 - (t_1 * ((0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 / pow(t_0, 2.0))) + (1.453152027 * (-1.0 / t_0))))))) * exp((x * -x))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
if (abs(x) <= 2d-24) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0 - (t_1 * ((0.254829592d0 + (t_1 * ((-0.284496736d0) + (t_1 * ((1.421413741d0 + (1.061405429d0 / (t_0 ** 2.0d0))) + (1.453152027d0 * ((-1.0d0) / t_0))))))) * exp((x * -x))))
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (Math.abs(x) <= 2e-24) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = 1.0 - (t_1 * ((0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 / Math.pow(t_0, 2.0))) + (1.453152027 * (-1.0 / t_0))))))) * Math.exp((x * -x))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 tmp = 0 if math.fabs(x) <= 2e-24: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = 1.0 - (t_1 * ((0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 / math.pow(t_0, 2.0))) + (1.453152027 * (-1.0 / t_0))))))) * math.exp((x * -x)))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) tmp = 0.0 if (abs(x) <= 2e-24) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = Float64(1.0 - Float64(t_1 * Float64(Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(t_1 * Float64(Float64(1.421413741 + Float64(1.061405429 / (t_0 ^ 2.0))) + Float64(1.453152027 * Float64(-1.0 / t_0))))))) * exp(Float64(x * Float64(-x)))))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; tmp = 0.0; if (abs(x) <= 2e-24) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0 - (t_1 * ((0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 / (t_0 ^ 2.0))) + (1.453152027 * (-1.0 / t_0))))))) * exp((x * -x)))); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-24], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[(1.0 - N[(t$95$1 * N[(N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(t$95$1 * N[(N[(1.421413741 + N[(1.061405429 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.453152027 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-24}:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;1 - t_1 \cdot \left(\left(0.254829592 + t_1 \cdot \left(-0.284496736 + t_1 \cdot \left(\left(1.421413741 + \frac{1.061405429}{{t_0}^{2}}\right) + 1.453152027 \cdot \frac{-1}{t_0}\right)\right)\right) \cdot e^{x \cdot \left(-x\right)}\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 1.99999999999999985e-24Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.6%
*-commutative95.6%
Simplified95.6%
pow-pow100.0%
metadata-eval100.0%
pow1100.0%
+-commutative100.0%
Applied egg-rr100.0%
if 1.99999999999999985e-24 < (fabs.f64 x) Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Taylor expanded in x around 0 99.1%
Taylor expanded in x around inf 99.1%
Final simplification99.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= x -2.5e-17)
(+
1.0
(*
t_1
(*
(exp (* x (- x)))
(-
(* t_1 (- (* t_1 (- 0.031738286 (/ 1.061405429 t_0))) -0.284496736))
0.254829592))))
(if (<= x 0.9)
(+ (* x 1.128386358070218) 1e-9)
(pow 1.0 0.3333333333333333)))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * (exp((x * -x)) * ((t_1 * ((t_1 * (0.031738286 - (1.061405429 / t_0))) - -0.284496736)) - 0.254829592)));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = pow(1.0, 0.3333333333333333);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_1 * (exp((x * -x)) * ((t_1 * ((t_1 * (0.031738286d0 - (1.061405429d0 / t_0))) - (-0.284496736d0))) - 0.254829592d0)))
else if (x <= 0.9d0) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0 ** 0.3333333333333333d0
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * (Math.exp((x * -x)) * ((t_1 * ((t_1 * (0.031738286 - (1.061405429 / t_0))) - -0.284496736)) - 0.254829592)));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = Math.pow(1.0, 0.3333333333333333);
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_1 * (math.exp((x * -x)) * ((t_1 * ((t_1 * (0.031738286 - (1.061405429 / t_0))) - -0.284496736)) - 0.254829592))) elif x <= 0.9: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = math.pow(1.0, 0.3333333333333333) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_1 * Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(t_1 * Float64(Float64(t_1 * Float64(0.031738286 - Float64(1.061405429 / t_0))) - -0.284496736)) - 0.254829592)))); elseif (x <= 0.9) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = 1.0 ^ 0.3333333333333333; end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_1 * (exp((x * -x)) * ((t_1 * ((t_1 * (0.031738286 - (1.061405429 / t_0))) - -0.284496736)) - 0.254829592))); elseif (x <= 0.9) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0 ^ 0.3333333333333333; end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$1 * N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(t$95$1 * N[(N[(t$95$1 * N[(0.031738286 - N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.9], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[Power[1.0, 0.3333333333333333], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_1 \cdot \left(e^{x \cdot \left(-x\right)} \cdot \left(t_1 \cdot \left(t_1 \cdot \left(0.031738286 - \frac{1.061405429}{t_0}\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.9:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;{1}^{0.3333333333333333}\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 98.9%
associate-*l*98.9%
Simplified98.9%
expm1-log1p-u98.9%
expm1-udef98.9%
log1p-udef98.9%
add-exp-log98.9%
+-commutative98.9%
fma-def98.9%
add-sqr-sqrt0.0%
fabs-sqr0.0%
add-sqr-sqrt98.0%
Applied egg-rr98.0%
fma-udef98.0%
associate--l+98.0%
metadata-eval98.0%
+-rgt-identity98.0%
Simplified98.0%
Taylor expanded in x around 0 98.0%
Taylor expanded in x around 0 98.0%
if -2.4999999999999999e-17 < x < 0.900000000000000022Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.5%
*-commutative95.5%
Simplified95.5%
pow-pow99.9%
metadata-eval99.9%
pow199.9%
+-commutative99.9%
Applied egg-rr99.9%
if 0.900000000000000022 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
add-cbrt-cube100.0%
Applied egg-rr3.1%
Taylor expanded in x around inf 100.0%
Final simplification99.4%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 (+ 1.0 (* x 0.3275911)))))
(if (<= x -2.5e-17)
(+
1.0
(*
(*
(exp (* x (- x)))
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
(/ 1.0 t_0)
(+ 1.421413741 (* (+ -1.453152027 (/ 1.061405429 t_0)) t_1)))))))
(/ -1.0 t_0)))
(if (<= x 0.9)
(+ (* x 1.128386358070218) 1e-9)
(pow 1.0 0.3333333333333333)))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + ((exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))))) * (-1.0 / t_0));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = pow(1.0, 0.3333333333333333);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / (1.0d0 + (x * 0.3275911d0))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + ((exp((x * -x)) * (0.254829592d0 + (t_1 * ((-0.284496736d0) + ((1.0d0 / t_0) * (1.421413741d0 + (((-1.453152027d0) + (1.061405429d0 / t_0)) * t_1))))))) * ((-1.0d0) / t_0))
else if (x <= 0.9d0) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0 ** 0.3333333333333333d0
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double t_1 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + ((Math.exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))))) * (-1.0 / t_0));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = Math.pow(1.0, 0.3333333333333333);
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / (1.0 + (x * 0.3275911)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + ((math.exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))))) * (-1.0 / t_0)) elif x <= 0.9: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = math.pow(1.0, 0.3333333333333333) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(Float64(exp(Float64(x * Float64(-x))) * Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(Float64(1.0 / t_0) * Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) * t_1))))))) * Float64(-1.0 / t_0))); elseif (x <= 0.9) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = 1.0 ^ 0.3333333333333333; end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / (1.0 + (x * 0.3275911)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + ((exp((x * -x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))))) * (-1.0 / t_0)); elseif (x <= 0.9) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0 ^ 0.3333333333333333; end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(N[(1.0 / t$95$0), $MachinePrecision] * N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.9], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[Power[1.0, 0.3333333333333333], $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{1 + x \cdot 0.3275911}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(e^{x \cdot \left(-x\right)} \cdot \left(0.254829592 + t_1 \cdot \left(-0.284496736 + \frac{1}{t_0} \cdot \left(1.421413741 + \left(-1.453152027 + \frac{1.061405429}{t_0}\right) \cdot t_1\right)\right)\right)\right) \cdot \frac{-1}{t_0}\\
\mathbf{elif}\;x \leq 0.9:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;{1}^{0.3333333333333333}\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 98.9%
associate-*l*98.9%
Simplified98.9%
expm1-log1p-u98.9%
expm1-udef98.9%
log1p-udef98.9%
add-exp-log98.9%
+-commutative98.9%
fma-def98.9%
add-sqr-sqrt0.0%
fabs-sqr0.0%
add-sqr-sqrt98.0%
Applied egg-rr98.0%
fma-udef98.0%
associate--l+98.0%
metadata-eval98.0%
+-rgt-identity98.0%
Simplified98.0%
expm1-log1p-u98.9%
expm1-udef98.9%
log1p-udef98.9%
add-exp-log98.9%
+-commutative98.9%
fma-def98.9%
add-sqr-sqrt0.0%
fabs-sqr0.0%
add-sqr-sqrt98.0%
Applied egg-rr97.9%
fma-udef98.0%
associate--l+98.0%
metadata-eval98.0%
+-rgt-identity98.0%
Simplified97.9%
if -2.4999999999999999e-17 < x < 0.900000000000000022Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.5%
*-commutative95.5%
Simplified95.5%
pow-pow99.9%
metadata-eval99.9%
pow199.9%
+-commutative99.9%
Applied egg-rr99.9%
if 0.900000000000000022 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
add-cbrt-cube100.0%
Applied egg-rr3.1%
Taylor expanded in x around inf 100.0%
Final simplification99.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* (fabs x) 0.3275911)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_0
(*
(exp (* x (- x)))
(-
(*
(+ -0.284496736 (* t_0 (- (* 1.061405429 t_0) 0.031738286)))
(/ -1.0 (+ 1.0 (* x 0.3275911))))
0.254829592))))
(if (<= x 0.9)
(+ (* x 1.128386358070218) 1e-9)
(pow 1.0 0.3333333333333333)))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (fabs(x) * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_0 * (exp((x * -x)) * (((-0.284496736 + (t_0 * ((1.061405429 * t_0) - 0.031738286))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592)));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = pow(1.0, 0.3333333333333333);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: tmp
t_0 = 1.0d0 / (1.0d0 + (abs(x) * 0.3275911d0))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_0 * (exp((x * -x)) * ((((-0.284496736d0) + (t_0 * ((1.061405429d0 * t_0) - 0.031738286d0))) * ((-1.0d0) / (1.0d0 + (x * 0.3275911d0)))) - 0.254829592d0)))
else if (x <= 0.9d0) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0 ** 0.3333333333333333d0
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 / (1.0 + (Math.abs(x) * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_0 * (Math.exp((x * -x)) * (((-0.284496736 + (t_0 * ((1.061405429 * t_0) - 0.031738286))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592)));
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = Math.pow(1.0, 0.3333333333333333);
}
return tmp;
}
def code(x): t_0 = 1.0 / (1.0 + (math.fabs(x) * 0.3275911)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_0 * (math.exp((x * -x)) * (((-0.284496736 + (t_0 * ((1.061405429 * t_0) - 0.031738286))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592))) elif x <= 0.9: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = math.pow(1.0, 0.3333333333333333) return tmp
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(abs(x) * 0.3275911))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_0 * Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(Float64(-0.284496736 + Float64(t_0 * Float64(Float64(1.061405429 * t_0) - 0.031738286))) * Float64(-1.0 / Float64(1.0 + Float64(x * 0.3275911)))) - 0.254829592)))); elseif (x <= 0.9) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = 1.0 ^ 0.3333333333333333; end return tmp end
function tmp_2 = code(x) t_0 = 1.0 / (1.0 + (abs(x) * 0.3275911)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_0 * (exp((x * -x)) * (((-0.284496736 + (t_0 * ((1.061405429 * t_0) - 0.031738286))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592))); elseif (x <= 0.9) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0 ^ 0.3333333333333333; end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$0 * N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(N[(-0.284496736 + N[(t$95$0 * N[(N[(1.061405429 * t$95$0), $MachinePrecision] - 0.031738286), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.9], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[Power[1.0, 0.3333333333333333], $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + \left|x\right| \cdot 0.3275911}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_0 \cdot \left(e^{x \cdot \left(-x\right)} \cdot \left(\left(-0.284496736 + t_0 \cdot \left(1.061405429 \cdot t_0 - 0.031738286\right)\right) \cdot \frac{-1}{1 + x \cdot 0.3275911} - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.9:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;{1}^{0.3333333333333333}\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 98.9%
associate-*l*98.9%
Simplified98.9%
expm1-log1p-u98.9%
expm1-udef98.9%
log1p-udef98.9%
add-exp-log98.9%
+-commutative98.9%
fma-def98.9%
add-sqr-sqrt0.0%
fabs-sqr0.0%
add-sqr-sqrt98.0%
Applied egg-rr98.0%
fma-udef98.0%
associate--l+98.0%
metadata-eval98.0%
+-rgt-identity98.0%
Simplified98.0%
Taylor expanded in x around 0 98.0%
expm1-log1p-u98.9%
expm1-udef98.9%
log1p-udef98.9%
add-exp-log98.9%
+-commutative98.9%
fma-def98.9%
add-sqr-sqrt0.0%
fabs-sqr0.0%
add-sqr-sqrt98.0%
Applied egg-rr97.9%
fma-udef98.0%
associate--l+98.0%
metadata-eval98.0%
+-rgt-identity98.0%
Simplified97.9%
if -2.4999999999999999e-17 < x < 0.900000000000000022Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
add-cbrt-cube57.8%
Applied egg-rr57.8%
Taylor expanded in x around 0 95.5%
*-commutative95.5%
Simplified95.5%
pow-pow99.9%
metadata-eval99.9%
pow199.9%
+-commutative99.9%
Applied egg-rr99.9%
if 0.900000000000000022 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
add-cbrt-cube100.0%
Applied egg-rr3.1%
Taylor expanded in x around inf 100.0%
Final simplification99.3%
(FPCore (x)
:precision binary64
(if (<= x -9e-10)
(pow 1.0 0.3333333333333333)
(if (<= x 0.9)
(+ (* x 1.128386358070218) 1e-9)
(pow 1.0 0.3333333333333333))))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = pow(1.0, 0.3333333333333333);
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = pow(1.0, 0.3333333333333333);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-9d-10)) then
tmp = 1.0d0 ** 0.3333333333333333d0
else if (x <= 0.9d0) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0 ** 0.3333333333333333d0
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = Math.pow(1.0, 0.3333333333333333);
} else if (x <= 0.9) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = Math.pow(1.0, 0.3333333333333333);
}
return tmp;
}
def code(x): tmp = 0 if x <= -9e-10: tmp = math.pow(1.0, 0.3333333333333333) elif x <= 0.9: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = math.pow(1.0, 0.3333333333333333) return tmp
function code(x) tmp = 0.0 if (x <= -9e-10) tmp = 1.0 ^ 0.3333333333333333; elseif (x <= 0.9) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = 1.0 ^ 0.3333333333333333; end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -9e-10) tmp = 1.0 ^ 0.3333333333333333; elseif (x <= 0.9) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0 ^ 0.3333333333333333; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -9e-10], N[Power[1.0, 0.3333333333333333], $MachinePrecision], If[LessEqual[x, 0.9], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], N[Power[1.0, 0.3333333333333333], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;{1}^{0.3333333333333333}\\
\mathbf{elif}\;x \leq 0.9:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;{1}^{0.3333333333333333}\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.900000000000000022 < x Initial program 99.7%
associate-*l*99.7%
Simplified99.7%
add-cbrt-cube99.7%
Applied egg-rr3.1%
Taylor expanded in x around inf 99.3%
if -8.9999999999999999e-10 < x < 0.900000000000000022Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
add-cbrt-cube57.7%
Applied egg-rr57.5%
Taylor expanded in x around 0 94.9%
*-commutative94.9%
Simplified94.9%
pow-pow99.2%
metadata-eval99.2%
pow199.2%
+-commutative99.2%
Applied egg-rr99.2%
Final simplification99.3%
(FPCore (x) :precision binary64 1e-9)
double code(double x) {
return 1e-9;
}
real(8) function code(x)
real(8), intent (in) :: x
code = 1d-9
end function
public static double code(double x) {
return 1e-9;
}
def code(x): return 1e-9
function code(x) return 1e-9 end
function tmp = code(x) tmp = 1e-9; end
code[x_] := 1e-9
\begin{array}{l}
\\
10^{-9}
\end{array}
Initial program 79.4%
associate-*l*79.4%
Simplified79.4%
add-cbrt-cube79.4%
Applied egg-rr29.4%
Taylor expanded in x around 0 52.8%
metadata-eval52.8%
metadata-eval52.8%
add-cbrt-cube53.5%
Applied egg-rr53.5%
Final simplification53.5%
herbie shell --seed 2023178
(FPCore (x)
:name "Jmat.Real.erf"
:precision binary64
(- 1.0 (* (* (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x)))) (+ 0.254829592 (* (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x)))) (+ -0.284496736 (* (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x)))) (+ 1.421413741 (* (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x)))) (+ -1.453152027 (* (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x)))) 1.061405429))))))))) (exp (- (* (fabs x) (fabs x)))))))