
(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 15 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 (<= (fabs x) 4e-14)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(+
1.0
(*
(exp (* x (- x)))
(*
t_1
(-
(*
t_1
(-
(*
t_1
(-
(* t_1 (- (* 1.061405429 (/ -1.0 t_0)) -1.453152027))
1.421413741))
-0.284496736))
0.254829592)))))))
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) <= 4e-14) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * ((t_1 * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
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) <= 4d-14) then
tmp = (1d-27 + ((x ** 3.0d0) * 1.436724444676459d0)) / (1d-18 + ((x * 1.128386358070218d0) * ((x * 1.128386358070218d0) - 1d-9)))
else
tmp = 1.0d0 + (exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * ((t_1 * ((1.061405429d0 * ((-1.0d0) / t_0)) - (-1.453152027d0))) - 1.421413741d0)) - (-0.284496736d0))) - 0.254829592d0)))
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) <= 4e-14) {
tmp = (1e-27 + (Math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (Math.exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * ((t_1 * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
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) <= 4e-14: tmp = (1e-27 + (math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))) else: tmp = 1.0 + (math.exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * ((t_1 * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592))) 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) <= 4e-14) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 + Float64(exp(Float64(x * Float64(-x))) * Float64(t_1 * Float64(Float64(t_1 * Float64(Float64(t_1 * Float64(Float64(t_1 * Float64(Float64(1.061405429 * Float64(-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)))); 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) <= 4e-14) tmp = (1e-27 + ((x ^ 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))); else tmp = 1.0 + (exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * ((t_1 * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592))); 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], 4e-14], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(t$95$1 * N[(N[(t$95$1 * N[(N[(t$95$1 * N[(N[(t$95$1 * N[(N[(1.061405429 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision] - -1.453152027), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $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 4 \cdot 10^{-14}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 + e^{x \cdot \left(-x\right)} \cdot \left(t_1 \cdot \left(t_1 \cdot \left(t_1 \cdot \left(t_1 \cdot \left(1.061405429 \cdot \frac{-1}{t_0} - -1.453152027\right) - 1.421413741\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 4e-14Initial program 57.6%
cancel-sign-sub-inv57.6%
Applied egg-rr57.5%
cancel-sign-sub-inv57.5%
associate-*l/57.5%
Simplified57.5%
Taylor expanded in x around 0 98.3%
*-commutative98.3%
Simplified98.3%
flip3-+98.3%
metadata-eval98.4%
metadata-eval98.4%
Applied egg-rr98.4%
cube-prod98.4%
metadata-eval98.4%
distribute-rgt-out--98.4%
Simplified98.4%
if 4e-14 < (fabs.f64 x) Initial program 99.5%
Final simplification99.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))))
(if (<= (fabs x) 4e-14)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(-
1.0
(*
(/
(+
0.254829592
(/
(+
-0.284496736
(/
(+
1.421413741
(/ (+ -1.453152027 (/ 1.061405429 t_0)) (fma 0.3275911 x 1.0)))
t_0))
(fma 0.3275911 x 1.0)))
(+ 1.0 (log (+ 1.0 (expm1 (* x 0.3275911))))))
(exp (* x (- x))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double tmp;
if (fabs(x) <= 4e-14) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 - (((0.254829592 + ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) / fma(0.3275911, x, 1.0))) / t_0)) / fma(0.3275911, x, 1.0))) / (1.0 + log((1.0 + expm1((x * 0.3275911)))))) * exp((x * -x)));
}
return tmp;
}
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) tmp = 0.0 if (abs(x) <= 4e-14) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 - Float64(Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) / fma(0.3275911, x, 1.0))) / t_0)) / fma(0.3275911, x, 1.0))) / Float64(1.0 + log(Float64(1.0 + expm1(Float64(x * 0.3275911)))))) * exp(Float64(x * Float64(-x))))); end return tmp end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 4e-14], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(N[(N[(0.254829592 + N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(1.0 + N[Log[N[(1.0 + N[(Exp[N[(x * 0.3275911), $MachinePrecision]] - 1), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
\mathbf{if}\;\left|x\right| \leq 4 \cdot 10^{-14}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 - \frac{0.254829592 + \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t_0}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{t_0}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{1 + \log \left(1 + \mathsf{expm1}\left(x \cdot 0.3275911\right)\right)} \cdot e^{x \cdot \left(-x\right)}\\
\end{array}
\end{array}
if (fabs.f64 x) < 4e-14Initial program 57.6%
cancel-sign-sub-inv57.6%
Applied egg-rr57.5%
cancel-sign-sub-inv57.5%
associate-*l/57.5%
Simplified57.5%
Taylor expanded in x around 0 98.3%
*-commutative98.3%
Simplified98.3%
flip3-+98.3%
metadata-eval98.4%
metadata-eval98.4%
Applied egg-rr98.4%
cube-prod98.4%
metadata-eval98.4%
distribute-rgt-out--98.4%
Simplified98.4%
if 4e-14 < (fabs.f64 x) Initial program 99.5%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-def99.5%
rem-sqrt-square99.5%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
fma-udef99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
*-commutative99.1%
Simplified99.1%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-def99.5%
rem-sqrt-square99.5%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
fma-udef99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
*-commutative99.1%
Simplified99.1%
cancel-sign-sub-inv99.1%
Applied egg-rr99.1%
log1p-expm1-u99.1%
log1p-udef99.1%
rem-sqrt-square99.1%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))))
(if (<= (fabs x) 4e-14)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(-
1.0
(*
(exp (* x (- x)))
(/
(+
0.254829592
(/
(+
-0.284496736
(/
(+
1.421413741
(/ (+ -1.453152027 (/ 1.061405429 t_0)) (fma 0.3275911 x 1.0)))
t_0))
t_0))
t_0))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double tmp;
if (fabs(x) <= 4e-14) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 - (exp((x * -x)) * ((0.254829592 + ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) / fma(0.3275911, x, 1.0))) / t_0)) / t_0)) / t_0));
}
return tmp;
}
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) tmp = 0.0 if (abs(x) <= 4e-14) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 - Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) / fma(0.3275911, x, 1.0))) / t_0)) / t_0)) / t_0))); end return tmp end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 4e-14], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(0.254829592 + N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
\mathbf{if}\;\left|x\right| \leq 4 \cdot 10^{-14}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 - e^{x \cdot \left(-x\right)} \cdot \frac{0.254829592 + \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t_0}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{t_0}}{t_0}}{t_0}\\
\end{array}
\end{array}
if (fabs.f64 x) < 4e-14Initial program 57.6%
cancel-sign-sub-inv57.6%
Applied egg-rr57.5%
cancel-sign-sub-inv57.5%
associate-*l/57.5%
Simplified57.5%
Taylor expanded in x around 0 98.3%
*-commutative98.3%
Simplified98.3%
flip3-+98.3%
metadata-eval98.4%
metadata-eval98.4%
Applied egg-rr98.4%
cube-prod98.4%
metadata-eval98.4%
distribute-rgt-out--98.4%
Simplified98.4%
if 4e-14 < (fabs.f64 x) Initial program 99.5%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-def99.5%
rem-sqrt-square99.5%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
fma-udef99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
*-commutative99.1%
Simplified99.1%
cancel-sign-sub-inv99.1%
Applied egg-rr99.1%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* x 0.3275911))))
(t_1 (/ 1.0 (+ 1.0 (* (fabs x) 0.3275911)))))
(if (<= (fabs x) 4e-14)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(+
1.0
(*
(exp (* x (- x)))
(*
t_1
(-
(*
t_0
(-
(*
t_1
(-
(*
t_0
(-
(*
1.061405429
(/ -1.0 (+ 1.0 (log (+ 1.0 (expm1 (* x 0.3275911)))))))
-1.453152027))
1.421413741))
-0.284496736))
0.254829592)))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (x * 0.3275911));
double t_1 = 1.0 / (1.0 + (fabs(x) * 0.3275911));
double tmp;
if (fabs(x) <= 4e-14) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (exp((x * -x)) * (t_1 * ((t_0 * ((t_1 * ((t_0 * ((1.061405429 * (-1.0 / (1.0 + log((1.0 + expm1((x * 0.3275911))))))) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
public static double code(double x) {
double t_0 = 1.0 / (1.0 + (x * 0.3275911));
double t_1 = 1.0 / (1.0 + (Math.abs(x) * 0.3275911));
double tmp;
if (Math.abs(x) <= 4e-14) {
tmp = (1e-27 + (Math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (Math.exp((x * -x)) * (t_1 * ((t_0 * ((t_1 * ((t_0 * ((1.061405429 * (-1.0 / (1.0 + Math.log((1.0 + Math.expm1((x * 0.3275911))))))) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
def code(x): t_0 = 1.0 / (1.0 + (x * 0.3275911)) t_1 = 1.0 / (1.0 + (math.fabs(x) * 0.3275911)) tmp = 0 if math.fabs(x) <= 4e-14: tmp = (1e-27 + (math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))) else: tmp = 1.0 + (math.exp((x * -x)) * (t_1 * ((t_0 * ((t_1 * ((t_0 * ((1.061405429 * (-1.0 / (1.0 + math.log((1.0 + math.expm1((x * 0.3275911))))))) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592))) return tmp
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) t_1 = Float64(1.0 / Float64(1.0 + Float64(abs(x) * 0.3275911))) tmp = 0.0 if (abs(x) <= 4e-14) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 + Float64(exp(Float64(x * Float64(-x))) * Float64(t_1 * Float64(Float64(t_0 * Float64(Float64(t_1 * Float64(Float64(t_0 * Float64(Float64(1.061405429 * Float64(-1.0 / Float64(1.0 + log(Float64(1.0 + expm1(Float64(x * 0.3275911))))))) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)))); end return tmp end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 / N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 4e-14], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(t$95$1 * N[(N[(t$95$0 * N[(N[(t$95$1 * N[(N[(t$95$0 * N[(N[(1.061405429 * N[(-1.0 / N[(1.0 + N[Log[N[(1.0 + N[(Exp[N[(x * 0.3275911), $MachinePrecision]] - 1), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - -1.453152027), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + x \cdot 0.3275911}\\
t_1 := \frac{1}{1 + \left|x\right| \cdot 0.3275911}\\
\mathbf{if}\;\left|x\right| \leq 4 \cdot 10^{-14}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 + e^{x \cdot \left(-x\right)} \cdot \left(t_1 \cdot \left(t_0 \cdot \left(t_1 \cdot \left(t_0 \cdot \left(1.061405429 \cdot \frac{-1}{1 + \log \left(1 + \mathsf{expm1}\left(x \cdot 0.3275911\right)\right)} - -1.453152027\right) - 1.421413741\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 4e-14Initial program 57.6%
cancel-sign-sub-inv57.6%
Applied egg-rr57.5%
cancel-sign-sub-inv57.5%
associate-*l/57.5%
Simplified57.5%
Taylor expanded in x around 0 98.3%
*-commutative98.3%
Simplified98.3%
flip3-+98.3%
metadata-eval98.4%
metadata-eval98.4%
Applied egg-rr98.4%
cube-prod98.4%
metadata-eval98.4%
distribute-rgt-out--98.4%
Simplified98.4%
if 4e-14 < (fabs.f64 x) Initial program 99.5%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-def99.5%
rem-sqrt-square99.5%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
fma-udef99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
*-commutative99.1%
Simplified99.1%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-def99.5%
rem-sqrt-square99.5%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
fma-udef99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
*-commutative99.1%
Simplified99.1%
log1p-expm1-u99.1%
log1p-udef99.1%
rem-sqrt-square99.1%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= (fabs x) 4e-14)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(+
1.0
(*
(exp (* x (- x)))
(*
t_1
(-
(*
t_1
(-
(*
t_1
(-
(*
(/ 1.0 (+ 1.0 (* x 0.3275911)))
(- (* 1.061405429 (/ -1.0 t_0)) -1.453152027))
1.421413741))
-0.284496736))
0.254829592)))))))
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) <= 4e-14) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * (((1.0 / (1.0 + (x * 0.3275911))) * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
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) <= 4d-14) then
tmp = (1d-27 + ((x ** 3.0d0) * 1.436724444676459d0)) / (1d-18 + ((x * 1.128386358070218d0) * ((x * 1.128386358070218d0) - 1d-9)))
else
tmp = 1.0d0 + (exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * (((1.0d0 / (1.0d0 + (x * 0.3275911d0))) * ((1.061405429d0 * ((-1.0d0) / t_0)) - (-1.453152027d0))) - 1.421413741d0)) - (-0.284496736d0))) - 0.254829592d0)))
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) <= 4e-14) {
tmp = (1e-27 + (Math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (Math.exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * (((1.0 / (1.0 + (x * 0.3275911))) * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
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) <= 4e-14: tmp = (1e-27 + (math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))) else: tmp = 1.0 + (math.exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * (((1.0 / (1.0 + (x * 0.3275911))) * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592))) 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) <= 4e-14) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 + Float64(exp(Float64(x * Float64(-x))) * Float64(t_1 * Float64(Float64(t_1 * Float64(Float64(t_1 * Float64(Float64(Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) * Float64(Float64(1.061405429 * Float64(-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)))); 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) <= 4e-14) tmp = (1e-27 + ((x ^ 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))); else tmp = 1.0 + (exp((x * -x)) * (t_1 * ((t_1 * ((t_1 * (((1.0 / (1.0 + (x * 0.3275911))) * ((1.061405429 * (-1.0 / t_0)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592))); 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], 4e-14], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(t$95$1 * N[(N[(t$95$1 * N[(N[(t$95$1 * N[(N[(N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(N[(1.061405429 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision] - -1.453152027), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $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 4 \cdot 10^{-14}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 + e^{x \cdot \left(-x\right)} \cdot \left(t_1 \cdot \left(t_1 \cdot \left(t_1 \cdot \left(\frac{1}{1 + x \cdot 0.3275911} \cdot \left(1.061405429 \cdot \frac{-1}{t_0} - -1.453152027\right) - 1.421413741\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 4e-14Initial program 57.6%
cancel-sign-sub-inv57.6%
Applied egg-rr57.5%
cancel-sign-sub-inv57.5%
associate-*l/57.5%
Simplified57.5%
Taylor expanded in x around 0 98.3%
*-commutative98.3%
Simplified98.3%
flip3-+98.3%
metadata-eval98.4%
metadata-eval98.4%
Applied egg-rr98.4%
cube-prod98.4%
metadata-eval98.4%
distribute-rgt-out--98.4%
Simplified98.4%
if 4e-14 < (fabs.f64 x) Initial program 99.5%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-def99.5%
rem-sqrt-square99.5%
sqrt-prod49.3%
add-sqr-sqrt99.1%
Applied egg-rr99.1%
fma-udef99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
*-commutative99.1%
Simplified99.1%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* x 0.3275911))))
(t_1 (exp (* x (- x))))
(t_2 (+ 1.0 (* (fabs x) 0.3275911))))
(if (<= x -2.5e-17)
(-
1.0
(*
t_1
(/
(+
0.254829592
(/
(+
-0.284496736
(/
(+
1.421413741
(/ (+ -1.453152027 (/ 1.061405429 t_2)) (fma 0.3275911 x 1.0)))
t_2))
(fma 0.3275911 x 1.0)))
t_2)))
(if (<= x 1.4e-6)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(+
1.0
(*
t_1
(*
t_0
(-
(*
t_0
(-
(*
(/ 1.0 t_2)
(-
(* t_0 (- (* 1.061405429 (/ -1.0 t_2)) -1.453152027))
1.421413741))
-0.284496736))
0.254829592))))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (x * 0.3275911));
double t_1 = exp((x * -x));
double t_2 = 1.0 + (fabs(x) * 0.3275911);
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 - (t_1 * ((0.254829592 + ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_2)) / fma(0.3275911, x, 1.0))) / t_2)) / fma(0.3275911, x, 1.0))) / t_2));
} else if (x <= 1.4e-6) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (t_1 * (t_0 * ((t_0 * (((1.0 / t_2) * ((t_0 * ((1.061405429 * (-1.0 / t_2)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) t_1 = exp(Float64(x * Float64(-x))) t_2 = Float64(1.0 + Float64(abs(x) * 0.3275911)) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 - Float64(t_1 * Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_2)) / fma(0.3275911, x, 1.0))) / t_2)) / fma(0.3275911, x, 1.0))) / t_2))); elseif (x <= 1.4e-6) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 + Float64(t_1 * Float64(t_0 * Float64(Float64(t_0 * Float64(Float64(Float64(1.0 / t_2) * Float64(Float64(t_0 * Float64(Float64(1.061405429 * Float64(-1.0 / t_2)) - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)))); end return tmp end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$2 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 - N[(t$95$1 * N[(N[(0.254829592 + N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$2), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 1.4e-6], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$1 * N[(t$95$0 * N[(N[(t$95$0 * N[(N[(N[(1.0 / t$95$2), $MachinePrecision] * N[(N[(t$95$0 * N[(N[(1.061405429 * N[(-1.0 / t$95$2), $MachinePrecision]), $MachinePrecision] - -1.453152027), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + x \cdot 0.3275911}\\
t_1 := e^{x \cdot \left(-x\right)}\\
t_2 := 1 + \left|x\right| \cdot 0.3275911\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 - t_1 \cdot \frac{0.254829592 + \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t_2}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{t_2}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{t_2}\\
\mathbf{elif}\;x \leq 1.4 \cdot 10^{-6}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 + t_1 \cdot \left(t_0 \cdot \left(t_0 \cdot \left(\frac{1}{t_2} \cdot \left(t_0 \cdot \left(1.061405429 \cdot \frac{-1}{t_2} - -1.453152027\right) - 1.421413741\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 97.7%
expm1-log1p-u97.7%
expm1-udef97.7%
log1p-udef97.7%
add-exp-log97.7%
+-commutative97.7%
fma-def97.7%
rem-sqrt-square97.7%
sqrt-prod0.0%
add-sqr-sqrt97.0%
Applied egg-rr97.0%
fma-udef97.0%
associate--l+97.0%
metadata-eval97.0%
+-rgt-identity97.0%
*-commutative97.0%
Simplified97.0%
expm1-log1p-u97.7%
expm1-udef97.7%
log1p-udef97.7%
add-exp-log97.7%
+-commutative97.7%
fma-def97.7%
rem-sqrt-square97.7%
sqrt-prod0.0%
add-sqr-sqrt97.0%
Applied egg-rr97.1%
fma-udef97.0%
associate--l+97.0%
metadata-eval97.0%
+-rgt-identity97.0%
*-commutative97.0%
Simplified97.1%
cancel-sign-sub-inv97.1%
Applied egg-rr97.1%
if -2.4999999999999999e-17 < x < 1.39999999999999994e-6Initial program 57.7%
cancel-sign-sub-inv57.7%
Applied egg-rr57.7%
cancel-sign-sub-inv57.7%
associate-*l/57.7%
Simplified57.7%
Taylor expanded in x around 0 99.6%
*-commutative99.6%
Simplified99.6%
flip3-+99.6%
metadata-eval99.6%
metadata-eval99.6%
Applied egg-rr99.6%
cube-prod99.6%
metadata-eval99.6%
distribute-rgt-out--99.6%
Simplified99.6%
if 1.39999999999999994e-6 < x Initial program 99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (exp (* x (- x)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_1
(/
(-
(/
(- (/ (+ 0.031738286 (* 1.061405429 (/ -1.0 t_0))) t_0) -0.284496736)
(fma 0.3275911 x 1.0))
0.254829592)
t_0)))
(if (<= x 1.35e-6)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(-
1.0
(*
t_1
(/
(+
0.254829592
(/
(+
-0.284496736
(/
(+
1.421413741
(/
(+ -1.453152027 (/ 1.061405429 (+ 1.0 (* x 0.3275911))))
(fma 0.3275911 x 1.0)))
t_0))
(fma 0.3275911 x 1.0)))
t_0)))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * ((((((0.031738286 + (1.061405429 * (-1.0 / t_0))) / t_0) - -0.284496736) / fma(0.3275911, x, 1.0)) - 0.254829592) / t_0));
} else if (x <= 1.35e-6) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 - (t_1 * ((0.254829592 + ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / (1.0 + (x * 0.3275911)))) / fma(0.3275911, x, 1.0))) / t_0)) / fma(0.3275911, x, 1.0))) / t_0));
}
return tmp;
}
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = exp(Float64(x * Float64(-x))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_1 * Float64(Float64(Float64(Float64(Float64(Float64(0.031738286 + Float64(1.061405429 * Float64(-1.0 / t_0))) / t_0) - -0.284496736) / fma(0.3275911, x, 1.0)) - 0.254829592) / t_0))); elseif (x <= 1.35e-6) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 - Float64(t_1 * Float64(Float64(0.254829592 + Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / Float64(1.0 + Float64(x * 0.3275911)))) / fma(0.3275911, x, 1.0))) / t_0)) / fma(0.3275911, x, 1.0))) / t_0))); end return 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[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$1 * N[(N[(N[(N[(N[(N[(0.031738286 + N[(1.061405429 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] - -0.284496736), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 1.35e-6], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$1 * N[(N[(0.254829592 + N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := e^{x \cdot \left(-x\right)}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_1 \cdot \frac{\frac{\frac{0.031738286 + 1.061405429 \cdot \frac{-1}{t_0}}{t_0} - -0.284496736}{\mathsf{fma}\left(0.3275911, x, 1\right)} - 0.254829592}{t_0}\\
\mathbf{elif}\;x \leq 1.35 \cdot 10^{-6}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 - t_1 \cdot \frac{0.254829592 + \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{1 + x \cdot 0.3275911}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{t_0}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{t_0}\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 97.7%
expm1-log1p-u97.7%
expm1-udef97.7%
log1p-udef97.7%
add-exp-log97.7%
+-commutative97.7%
fma-def97.7%
rem-sqrt-square97.7%
sqrt-prod0.0%
add-sqr-sqrt97.0%
Applied egg-rr97.0%
fma-udef97.0%
associate--l+97.0%
metadata-eval97.0%
+-rgt-identity97.0%
*-commutative97.0%
Simplified97.0%
expm1-log1p-u97.7%
expm1-udef97.7%
log1p-udef97.7%
add-exp-log97.7%
+-commutative97.7%
fma-def97.7%
rem-sqrt-square97.7%
sqrt-prod0.0%
add-sqr-sqrt97.0%
Applied egg-rr97.1%
fma-udef97.0%
associate--l+97.0%
metadata-eval97.0%
+-rgt-identity97.0%
*-commutative97.0%
Simplified97.1%
cancel-sign-sub-inv97.1%
Applied egg-rr97.1%
Taylor expanded in x around 0 97.0%
if -2.4999999999999999e-17 < x < 1.34999999999999999e-6Initial program 57.7%
cancel-sign-sub-inv57.7%
Applied egg-rr57.7%
cancel-sign-sub-inv57.7%
associate-*l/57.7%
Simplified57.7%
Taylor expanded in x around 0 99.6%
*-commutative99.6%
Simplified99.6%
flip3-+99.6%
metadata-eval99.6%
metadata-eval99.6%
Applied egg-rr99.6%
cube-prod99.6%
metadata-eval99.6%
distribute-rgt-out--99.6%
Simplified99.6%
if 1.34999999999999999e-6 < x Initial program 99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
cancel-sign-sub-inv99.3%
Applied egg-rr99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))))
(if (or (<= x -2.5e-17) (not (<= x 0.48)))
(+
1.0
(*
(exp (* x (- x)))
(/
(-
(/
(- (/ (+ 0.031738286 (* 1.061405429 (/ -1.0 t_0))) t_0) -0.284496736)
(fma 0.3275911 x 1.0))
0.254829592)
t_0)))
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+
1e-18
(* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9)))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double tmp;
if ((x <= -2.5e-17) || !(x <= 0.48)) {
tmp = 1.0 + (exp((x * -x)) * ((((((0.031738286 + (1.061405429 * (-1.0 / t_0))) / t_0) - -0.284496736) / fma(0.3275911, x, 1.0)) - 0.254829592) / t_0));
} else {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
}
return tmp;
}
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) tmp = 0.0 if ((x <= -2.5e-17) || !(x <= 0.48)) tmp = Float64(1.0 + Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(Float64(Float64(Float64(Float64(0.031738286 + Float64(1.061405429 * Float64(-1.0 / t_0))) / t_0) - -0.284496736) / fma(0.3275911, x, 1.0)) - 0.254829592) / t_0))); else tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); end return tmp end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[Or[LessEqual[x, -2.5e-17], N[Not[LessEqual[x, 0.48]], $MachinePrecision]], N[(1.0 + N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(N[(N[(N[(N[(0.031738286 + N[(1.061405429 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] - -0.284496736), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17} \lor \neg \left(x \leq 0.48\right):\\
\;\;\;\;1 + e^{x \cdot \left(-x\right)} \cdot \frac{\frac{\frac{0.031738286 + 1.061405429 \cdot \frac{-1}{t_0}}{t_0} - -0.284496736}{\mathsf{fma}\left(0.3275911, x, 1\right)} - 0.254829592}{t_0}\\
\mathbf{else}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17 or 0.47999999999999998 < x Initial program 98.8%
expm1-log1p-u98.8%
expm1-udef98.8%
log1p-udef98.8%
add-exp-log98.8%
+-commutative98.8%
fma-def98.8%
rem-sqrt-square98.8%
sqrt-prod47.8%
add-sqr-sqrt98.4%
Applied egg-rr98.4%
fma-udef98.4%
associate--l+98.4%
metadata-eval98.4%
+-rgt-identity98.4%
*-commutative98.4%
Simplified98.4%
expm1-log1p-u98.8%
expm1-udef98.8%
log1p-udef98.8%
add-exp-log98.8%
+-commutative98.8%
fma-def98.8%
rem-sqrt-square98.8%
sqrt-prod47.8%
add-sqr-sqrt98.4%
Applied egg-rr98.5%
fma-udef98.4%
associate--l+98.4%
metadata-eval98.4%
+-rgt-identity98.4%
*-commutative98.4%
Simplified98.5%
cancel-sign-sub-inv98.5%
Applied egg-rr98.5%
Taylor expanded in x around 0 97.9%
if -2.4999999999999999e-17 < x < 0.47999999999999998Initial program 58.0%
cancel-sign-sub-inv58.0%
Applied egg-rr57.4%
cancel-sign-sub-inv57.4%
associate-*l/57.4%
Simplified57.4%
Taylor expanded in x around 0 98.9%
*-commutative98.9%
Simplified98.9%
flip3-+98.9%
metadata-eval99.0%
metadata-eval99.0%
Applied egg-rr99.0%
cube-prod99.0%
metadata-eval99.0%
distribute-rgt-out--99.0%
Simplified99.0%
Final simplification98.4%
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* x 0.3275911))))
(t_1 (+ 1.0 (* (fabs x) 0.3275911)))
(t_2 (* 1.061405429 (/ -1.0 t_1)))
(t_3 (exp (* x (- x)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_3
(/
(-
(/ (- (/ (+ 0.031738286 t_2) t_1) -0.284496736) (fma 0.3275911 x 1.0))
0.254829592)
t_1)))
(if (<= x 1.4e-6)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
(+
1.0
(*
t_3
(*
t_0
(-
(*
t_0
(-
(* (/ 1.0 t_1) (- (* t_0 (- t_2 -1.453152027)) 1.421413741))
-0.284496736))
0.254829592))))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (x * 0.3275911));
double t_1 = 1.0 + (fabs(x) * 0.3275911);
double t_2 = 1.061405429 * (-1.0 / t_1);
double t_3 = exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_3 * ((((((0.031738286 + t_2) / t_1) - -0.284496736) / fma(0.3275911, x, 1.0)) - 0.254829592) / t_1));
} else if (x <= 1.4e-6) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0 + (t_3 * (t_0 * ((t_0 * (((1.0 / t_1) * ((t_0 * (t_2 - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) t_1 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_2 = Float64(1.061405429 * Float64(-1.0 / t_1)) t_3 = exp(Float64(x * Float64(-x))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_3 * Float64(Float64(Float64(Float64(Float64(Float64(0.031738286 + t_2) / t_1) - -0.284496736) / fma(0.3275911, x, 1.0)) - 0.254829592) / t_1))); elseif (x <= 1.4e-6) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = Float64(1.0 + Float64(t_3 * Float64(t_0 * Float64(Float64(t_0 * Float64(Float64(Float64(1.0 / t_1) * Float64(Float64(t_0 * Float64(t_2 - -1.453152027)) - 1.421413741)) - -0.284496736)) - 0.254829592)))); end return tmp end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(1.061405429 * N[(-1.0 / t$95$1), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$3 * N[(N[(N[(N[(N[(N[(0.031738286 + t$95$2), $MachinePrecision] / t$95$1), $MachinePrecision] - -0.284496736), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 1.4e-6], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$3 * N[(t$95$0 * N[(N[(t$95$0 * N[(N[(N[(1.0 / t$95$1), $MachinePrecision] * N[(N[(t$95$0 * N[(t$95$2 - -1.453152027), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + x \cdot 0.3275911}\\
t_1 := 1 + \left|x\right| \cdot 0.3275911\\
t_2 := 1.061405429 \cdot \frac{-1}{t_1}\\
t_3 := e^{x \cdot \left(-x\right)}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_3 \cdot \frac{\frac{\frac{0.031738286 + t_2}{t_1} - -0.284496736}{\mathsf{fma}\left(0.3275911, x, 1\right)} - 0.254829592}{t_1}\\
\mathbf{elif}\;x \leq 1.4 \cdot 10^{-6}:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1 + t_3 \cdot \left(t_0 \cdot \left(t_0 \cdot \left(\frac{1}{t_1} \cdot \left(t_0 \cdot \left(t_2 - -1.453152027\right) - 1.421413741\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 97.7%
expm1-log1p-u97.7%
expm1-udef97.7%
log1p-udef97.7%
add-exp-log97.7%
+-commutative97.7%
fma-def97.7%
rem-sqrt-square97.7%
sqrt-prod0.0%
add-sqr-sqrt97.0%
Applied egg-rr97.0%
fma-udef97.0%
associate--l+97.0%
metadata-eval97.0%
+-rgt-identity97.0%
*-commutative97.0%
Simplified97.0%
expm1-log1p-u97.7%
expm1-udef97.7%
log1p-udef97.7%
add-exp-log97.7%
+-commutative97.7%
fma-def97.7%
rem-sqrt-square97.7%
sqrt-prod0.0%
add-sqr-sqrt97.0%
Applied egg-rr97.1%
fma-udef97.0%
associate--l+97.0%
metadata-eval97.0%
+-rgt-identity97.0%
*-commutative97.0%
Simplified97.1%
cancel-sign-sub-inv97.1%
Applied egg-rr97.1%
Taylor expanded in x around 0 97.0%
if -2.4999999999999999e-17 < x < 1.39999999999999994e-6Initial program 57.7%
cancel-sign-sub-inv57.7%
Applied egg-rr57.7%
cancel-sign-sub-inv57.7%
associate-*l/57.7%
Simplified57.7%
Taylor expanded in x around 0 99.6%
*-commutative99.6%
Simplified99.6%
flip3-+99.6%
metadata-eval99.6%
metadata-eval99.6%
Applied egg-rr99.6%
cube-prod99.6%
metadata-eval99.6%
distribute-rgt-out--99.6%
Simplified99.6%
if 1.39999999999999994e-6 < x Initial program 99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
expm1-log1p-u99.3%
expm1-udef99.3%
log1p-udef99.3%
add-exp-log99.3%
+-commutative99.3%
fma-def99.3%
rem-sqrt-square99.3%
sqrt-prod99.3%
add-sqr-sqrt99.3%
Applied egg-rr99.3%
fma-udef99.3%
associate--l+99.3%
metadata-eval99.3%
+-rgt-identity99.3%
*-commutative99.3%
Simplified99.3%
Final simplification98.8%
(FPCore (x)
:precision binary64
(if (<= x -9e-10)
1.0
(if (<= x 0.88)
(/
(+ 1e-27 (* (pow x 3.0) 1.436724444676459))
(+ 1e-18 (* (* x 1.128386358070218) (- (* x 1.128386358070218) 1e-9))))
1.0)))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (1e-27 + (pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0;
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-9d-10)) then
tmp = 1.0d0
else if (x <= 0.88d0) then
tmp = (1d-27 + ((x ** 3.0d0) * 1.436724444676459d0)) / (1d-18 + ((x * 1.128386358070218d0) * ((x * 1.128386358070218d0) - 1d-9)))
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (1e-27 + (Math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9)));
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -9e-10: tmp = 1.0 elif x <= 0.88: tmp = (1e-27 + (math.pow(x, 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))) else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = Float64(Float64(1e-27 + Float64((x ^ 3.0) * 1.436724444676459)) / Float64(1e-18 + Float64(Float64(x * 1.128386358070218) * Float64(Float64(x * 1.128386358070218) - 1e-9)))); else tmp = 1.0; end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = (1e-27 + ((x ^ 3.0) * 1.436724444676459)) / (1e-18 + ((x * 1.128386358070218) * ((x * 1.128386358070218) - 1e-9))); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -9e-10], 1.0, If[LessEqual[x, 0.88], N[(N[(1e-27 + N[(N[Power[x, 3.0], $MachinePrecision] * 1.436724444676459), $MachinePrecision]), $MachinePrecision] / N[(1e-18 + N[(N[(x * 1.128386358070218), $MachinePrecision] * N[(N[(x * 1.128386358070218), $MachinePrecision] - 1e-9), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;\frac{10^{-27} + {x}^{3} \cdot 1.436724444676459}{10^{-18} + \left(x \cdot 1.128386358070218\right) \cdot \left(x \cdot 1.128386358070218 - 10^{-9}\right)}\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.880000000000000004 < x Initial program 99.8%
cancel-sign-sub-inv99.8%
Applied egg-rr1.9%
cancel-sign-sub-inv1.9%
associate-*l/1.9%
Simplified1.9%
Taylor expanded in x around inf 99.3%
if -8.9999999999999999e-10 < x < 0.880000000000000004Initial program 58.3%
cancel-sign-sub-inv58.3%
Applied egg-rr56.9%
cancel-sign-sub-inv56.9%
associate-*l/56.9%
Simplified56.9%
Taylor expanded in x around 0 97.1%
*-commutative97.1%
Simplified97.1%
flip3-+97.1%
metadata-eval97.1%
metadata-eval97.1%
Applied egg-rr97.1%
cube-prod97.1%
metadata-eval97.1%
distribute-rgt-out--97.1%
Simplified97.1%
Final simplification98.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (- 1e-9 (* x 1.128386358070218))))
(if (<= x -9e-10)
1.0
(if (<= x 0.88)
(- (/ 1e-18 t_0) (/ (* x (* x 1.2732557730789702)) t_0))
1.0))))
double code(double x) {
double t_0 = 1e-9 - (x * 1.128386358070218);
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (1e-18 / t_0) - ((x * (x * 1.2732557730789702)) / t_0);
} else {
tmp = 1.0;
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: tmp
t_0 = 1d-9 - (x * 1.128386358070218d0)
if (x <= (-9d-10)) then
tmp = 1.0d0
else if (x <= 0.88d0) then
tmp = (1d-18 / t_0) - ((x * (x * 1.2732557730789702d0)) / t_0)
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1e-9 - (x * 1.128386358070218);
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (1e-18 / t_0) - ((x * (x * 1.2732557730789702)) / t_0);
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): t_0 = 1e-9 - (x * 1.128386358070218) tmp = 0 if x <= -9e-10: tmp = 1.0 elif x <= 0.88: tmp = (1e-18 / t_0) - ((x * (x * 1.2732557730789702)) / t_0) else: tmp = 1.0 return tmp
function code(x) t_0 = Float64(1e-9 - Float64(x * 1.128386358070218)) tmp = 0.0 if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = Float64(Float64(1e-18 / t_0) - Float64(Float64(x * Float64(x * 1.2732557730789702)) / t_0)); else tmp = 1.0; end return tmp end
function tmp_2 = code(x) t_0 = 1e-9 - (x * 1.128386358070218); tmp = 0.0; if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = (1e-18 / t_0) - ((x * (x * 1.2732557730789702)) / t_0); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1e-9 - N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -9e-10], 1.0, If[LessEqual[x, 0.88], N[(N[(1e-18 / t$95$0), $MachinePrecision] - N[(N[(x * N[(x * 1.2732557730789702), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision], 1.0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 10^{-9} - x \cdot 1.128386358070218\\
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;\frac{10^{-18}}{t_0} - \frac{x \cdot \left(x \cdot 1.2732557730789702\right)}{t_0}\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.880000000000000004 < x Initial program 99.8%
cancel-sign-sub-inv99.8%
Applied egg-rr1.9%
cancel-sign-sub-inv1.9%
associate-*l/1.9%
Simplified1.9%
Taylor expanded in x around inf 99.3%
if -8.9999999999999999e-10 < x < 0.880000000000000004Initial program 58.3%
cancel-sign-sub-inv58.3%
Applied egg-rr56.9%
cancel-sign-sub-inv56.9%
associate-*l/56.9%
Simplified56.9%
Taylor expanded in x around 0 97.1%
*-commutative97.1%
Simplified97.1%
flip-+97.1%
metadata-eval97.1%
Applied egg-rr97.1%
swap-sqr97.1%
metadata-eval97.1%
Simplified97.1%
div-sub97.1%
associate-*l*97.1%
Applied egg-rr97.1%
Final simplification98.3%
(FPCore (x)
:precision binary64
(if (<= x -9e-10)
1.0
(if (<= x 0.88)
(/
(- 1e-18 (* x (* x 1.2732557730789702)))
(- 1e-9 (* x 1.128386358070218)))
1.0)))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (1e-18 - (x * (x * 1.2732557730789702))) / (1e-9 - (x * 1.128386358070218));
} else {
tmp = 1.0;
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-9d-10)) then
tmp = 1.0d0
else if (x <= 0.88d0) then
tmp = (1d-18 - (x * (x * 1.2732557730789702d0))) / (1d-9 - (x * 1.128386358070218d0))
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (1e-18 - (x * (x * 1.2732557730789702))) / (1e-9 - (x * 1.128386358070218));
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -9e-10: tmp = 1.0 elif x <= 0.88: tmp = (1e-18 - (x * (x * 1.2732557730789702))) / (1e-9 - (x * 1.128386358070218)) else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = Float64(Float64(1e-18 - Float64(x * Float64(x * 1.2732557730789702))) / Float64(1e-9 - Float64(x * 1.128386358070218))); else tmp = 1.0; end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = (1e-18 - (x * (x * 1.2732557730789702))) / (1e-9 - (x * 1.128386358070218)); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -9e-10], 1.0, If[LessEqual[x, 0.88], N[(N[(1e-18 - N[(x * N[(x * 1.2732557730789702), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(1e-9 - N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;\frac{10^{-18} - x \cdot \left(x \cdot 1.2732557730789702\right)}{10^{-9} - x \cdot 1.128386358070218}\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.880000000000000004 < x Initial program 99.8%
cancel-sign-sub-inv99.8%
Applied egg-rr1.9%
cancel-sign-sub-inv1.9%
associate-*l/1.9%
Simplified1.9%
Taylor expanded in x around inf 99.3%
if -8.9999999999999999e-10 < x < 0.880000000000000004Initial program 58.3%
cancel-sign-sub-inv58.3%
Applied egg-rr56.9%
cancel-sign-sub-inv56.9%
associate-*l/56.9%
Simplified56.9%
Taylor expanded in x around 0 97.1%
*-commutative97.1%
Simplified97.1%
flip-+97.1%
metadata-eval97.1%
Applied egg-rr97.1%
swap-sqr97.1%
metadata-eval97.1%
Simplified97.1%
Taylor expanded in x around 0 97.1%
*-commutative97.1%
unpow297.1%
associate-*r*97.1%
Simplified97.1%
Final simplification98.3%
(FPCore (x) :precision binary64 (if (<= x -9e-10) 1.0 (if (<= x 0.88) (+ (* x 1.128386358070218) 1e-9) 1.0)))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = 1.0;
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-9d-10)) then
tmp = 1.0d0
else if (x <= 0.88d0) then
tmp = (x * 1.128386358070218d0) + 1d-9
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = (x * 1.128386358070218) + 1e-9;
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -9e-10: tmp = 1.0 elif x <= 0.88: tmp = (x * 1.128386358070218) + 1e-9 else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = Float64(Float64(x * 1.128386358070218) + 1e-9); else tmp = 1.0; end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.88) tmp = (x * 1.128386358070218) + 1e-9; else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -9e-10], 1.0, If[LessEqual[x, 0.88], N[(N[(x * 1.128386358070218), $MachinePrecision] + 1e-9), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;x \cdot 1.128386358070218 + 10^{-9}\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.880000000000000004 < x Initial program 99.8%
cancel-sign-sub-inv99.8%
Applied egg-rr1.9%
cancel-sign-sub-inv1.9%
associate-*l/1.9%
Simplified1.9%
Taylor expanded in x around inf 99.3%
if -8.9999999999999999e-10 < x < 0.880000000000000004Initial program 58.3%
cancel-sign-sub-inv58.3%
Applied egg-rr56.9%
cancel-sign-sub-inv56.9%
associate-*l/56.9%
Simplified56.9%
Taylor expanded in x around 0 97.1%
*-commutative97.1%
Simplified97.1%
Final simplification98.3%
(FPCore (x) :precision binary64 (if (<= x -2.8e-5) 1.0 (if (<= x 2.8e-5) 1e-9 1.0)))
double code(double x) {
double tmp;
if (x <= -2.8e-5) {
tmp = 1.0;
} else if (x <= 2.8e-5) {
tmp = 1e-9;
} else {
tmp = 1.0;
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-2.8d-5)) then
tmp = 1.0d0
else if (x <= 2.8d-5) then
tmp = 1d-9
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -2.8e-5) {
tmp = 1.0;
} else if (x <= 2.8e-5) {
tmp = 1e-9;
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -2.8e-5: tmp = 1.0 elif x <= 2.8e-5: tmp = 1e-9 else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -2.8e-5) tmp = 1.0; elseif (x <= 2.8e-5) tmp = 1e-9; else tmp = 1.0; end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -2.8e-5) tmp = 1.0; elseif (x <= 2.8e-5) tmp = 1e-9; else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -2.8e-5], 1.0, If[LessEqual[x, 2.8e-5], 1e-9, 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -2.8 \cdot 10^{-5}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 2.8 \cdot 10^{-5}:\\
\;\;\;\;10^{-9}\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -2.79999999999999996e-5 or 2.79999999999999996e-5 < x Initial program 99.9%
cancel-sign-sub-inv99.9%
Applied egg-rr2.3%
cancel-sign-sub-inv2.3%
associate-*l/2.3%
Simplified2.3%
Taylor expanded in x around inf 98.8%
if -2.79999999999999996e-5 < x < 2.79999999999999996e-5Initial program 57.9%
cancel-sign-sub-inv57.9%
Applied egg-rr56.9%
cancel-sign-sub-inv56.9%
associate-*l/56.9%
Simplified56.9%
Taylor expanded in x around 0 95.8%
Final simplification97.4%
(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 80.0%
cancel-sign-sub-inv80.0%
Applied egg-rr28.1%
cancel-sign-sub-inv28.1%
associate-*l/28.1%
Simplified28.1%
Taylor expanded in x around 0 51.1%
Final simplification51.1%
herbie shell --seed 2023174
(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)))))))