
(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 17 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 (* (fabs x) 0.3275911)) (t_1 (+ 1.0 t_0)) (t_2 (/ 1.0 t_1)))
(if (<= (fabs x) 2e-8)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(-
1.0
(*
t_2
(*
(+
0.254829592
(*
(/ 1.0 (+ 1.0 (log (+ 1.0 (expm1 t_0)))))
(+
-0.284496736
(*
t_2
(+
(+ 1.421413741 (* 1.061405429 (/ 1.0 (pow t_1 2.0))))
(* 1.453152027 (/ -1.0 t_1)))))))
(exp (- (* x x)))))))))
double code(double x) {
double t_0 = fabs(x) * 0.3275911;
double t_1 = 1.0 + t_0;
double t_2 = 1.0 / t_1;
double tmp;
if (fabs(x) <= 2e-8) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_2 * ((0.254829592 + ((1.0 / (1.0 + log((1.0 + expm1(t_0))))) * (-0.284496736 + (t_2 * ((1.421413741 + (1.061405429 * (1.0 / pow(t_1, 2.0)))) + (1.453152027 * (-1.0 / t_1))))))) * exp(-(x * x))));
}
return tmp;
}
public static double code(double x) {
double t_0 = Math.abs(x) * 0.3275911;
double t_1 = 1.0 + t_0;
double t_2 = 1.0 / t_1;
double tmp;
if (Math.abs(x) <= 2e-8) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_2 * ((0.254829592 + ((1.0 / (1.0 + Math.log((1.0 + Math.expm1(t_0))))) * (-0.284496736 + (t_2 * ((1.421413741 + (1.061405429 * (1.0 / Math.pow(t_1, 2.0)))) + (1.453152027 * (-1.0 / t_1))))))) * Math.exp(-(x * x))));
}
return tmp;
}
def code(x): t_0 = math.fabs(x) * 0.3275911 t_1 = 1.0 + t_0 t_2 = 1.0 / t_1 tmp = 0 if math.fabs(x) <= 2e-8: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 - (t_2 * ((0.254829592 + ((1.0 / (1.0 + math.log((1.0 + math.expm1(t_0))))) * (-0.284496736 + (t_2 * ((1.421413741 + (1.061405429 * (1.0 / math.pow(t_1, 2.0)))) + (1.453152027 * (-1.0 / t_1))))))) * math.exp(-(x * x)))) return tmp
function code(x) t_0 = Float64(abs(x) * 0.3275911) t_1 = Float64(1.0 + t_0) t_2 = Float64(1.0 / t_1) tmp = 0.0 if (abs(x) <= 2e-8) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 - Float64(t_2 * Float64(Float64(0.254829592 + Float64(Float64(1.0 / Float64(1.0 + log(Float64(1.0 + expm1(t_0))))) * Float64(-0.284496736 + Float64(t_2 * Float64(Float64(1.421413741 + Float64(1.061405429 * Float64(1.0 / (t_1 ^ 2.0)))) + Float64(1.453152027 * Float64(-1.0 / t_1))))))) * exp(Float64(-Float64(x * x)))))); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 + t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(1.0 / t$95$1), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-8], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$2 * N[(N[(0.254829592 + N[(N[(1.0 / N[(1.0 + N[Log[N[(1.0 + N[(Exp[t$95$0] - 1), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-0.284496736 + N[(t$95$2 * N[(N[(1.421413741 + N[(1.061405429 * N[(1.0 / N[Power[t$95$1, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.453152027 * N[(-1.0 / t$95$1), $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 := \left|x\right| \cdot 0.3275911\\
t_1 := 1 + t_0\\
t_2 := \frac{1}{t_1}\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-8}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 - t_2 \cdot \left(\left(0.254829592 + \frac{1}{1 + \log \left(1 + \mathsf{expm1}\left(t_0\right)\right)} \cdot \left(-0.284496736 + t_2 \cdot \left(\left(1.421413741 + 1.061405429 \cdot \frac{1}{{t_1}^{2}}\right) + 1.453152027 \cdot \frac{-1}{t_1}\right)\right)\right) \cdot e^{-x \cdot x}\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 2e-8Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 2e-8 < (fabs.f64 x) Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
Taylor expanded in x around 0 99.5%
log1p-expm1-u99.5%
log1p-udef99.5%
Applied egg-rr99.5%
Final simplification99.6%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 t_0))
(t_2 (/ -1.0 t_0)))
(if (<= (fabs x) 2e-8)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(+
1.0
(*
(*
(exp (- (* x x)))
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
t_1
(+
(+ 1.421413741 (* 1.061405429 (/ 1.0 (pow t_0 2.0))))
(* 1.453152027 t_2)))))))
t_2)))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double t_2 = -1.0 / t_0;
double tmp;
if (fabs(x) <= 2e-8) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 + ((exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 * (1.0 / pow(t_0, 2.0)))) + (1.453152027 * t_2))))))) * t_2);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
t_2 = (-1.0d0) / t_0
if (abs(x) <= 2d-8) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0 + ((exp(-(x * x)) * (0.254829592d0 + (t_1 * ((-0.284496736d0) + (t_1 * ((1.421413741d0 + (1.061405429d0 * (1.0d0 / (t_0 ** 2.0d0)))) + (1.453152027d0 * t_2))))))) * t_2)
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 t_2 = -1.0 / t_0;
double tmp;
if (Math.abs(x) <= 2e-8) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 + ((Math.exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 * (1.0 / Math.pow(t_0, 2.0)))) + (1.453152027 * t_2))))))) * t_2);
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 t_2 = -1.0 / t_0 tmp = 0 if math.fabs(x) <= 2e-8: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 + ((math.exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 * (1.0 / math.pow(t_0, 2.0)))) + (1.453152027 * t_2))))))) * t_2) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) t_2 = Float64(-1.0 / t_0) tmp = 0.0 if (abs(x) <= 2e-8) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 + Float64(Float64(exp(Float64(-Float64(x * x))) * Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(t_1 * Float64(Float64(1.421413741 + Float64(1.061405429 * Float64(1.0 / (t_0 ^ 2.0)))) + Float64(1.453152027 * t_2))))))) * t_2)); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; t_2 = -1.0 / t_0; tmp = 0.0; if (abs(x) <= 2e-8) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0 + ((exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * ((1.421413741 + (1.061405429 * (1.0 / (t_0 ^ 2.0)))) + (1.453152027 * t_2))))))) * t_2); 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]}, Block[{t$95$2 = N[(-1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 2e-8], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(N[(N[Exp[(-N[(x * x), $MachinePrecision])], $MachinePrecision] * N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(t$95$1 * N[(N[(1.421413741 + N[(1.061405429 * N[(1.0 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.453152027 * t$95$2), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
t_2 := \frac{-1}{t_0}\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-8}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 + \left(e^{-x \cdot x} \cdot \left(0.254829592 + t_1 \cdot \left(-0.284496736 + t_1 \cdot \left(\left(1.421413741 + 1.061405429 \cdot \frac{1}{{t_0}^{2}}\right) + 1.453152027 \cdot t_2\right)\right)\right)\right) \cdot t_2\\
\end{array}
\end{array}
if (fabs.f64 x) < 2e-8Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 2e-8 < (fabs.f64 x) Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
Taylor expanded in x around 0 99.5%
Final simplification99.6%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 t_0))
(t_2 (exp (- (* x x))))
(t_3 (+ -1.453152027 (/ 1.061405429 t_0)))
(t_4 (/ 1.0 (+ 1.0 (* x 0.3275911)))))
(if (<= x -2.5e-17)
(-
1.0
(*
t_1
(*
t_2
(+
0.254829592
(* t_1 (+ -0.284496736 (* t_1 (+ 1.421413741 (* t_1 t_3)))))))))
(if (<= x 7.2e-6)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(-
1.0
(*
t_4
(*
t_2
(+
0.254829592
(* t_4 (+ -0.284496736 (* t_1 (+ 1.421413741 (* t_3 t_4)))))))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double t_2 = exp(-(x * x));
double t_3 = -1.453152027 + (1.061405429 / t_0);
double t_4 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 - (t_1 * (t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * t_3))))))));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_4 * (t_2 * (0.254829592 + (t_4 * (-0.284496736 + (t_1 * (1.421413741 + (t_3 * t_4))))))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
t_2 = exp(-(x * x))
t_3 = (-1.453152027d0) + (1.061405429d0 / t_0)
t_4 = 1.0d0 / (1.0d0 + (x * 0.3275911d0))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 - (t_1 * (t_2 * (0.254829592d0 + (t_1 * ((-0.284496736d0) + (t_1 * (1.421413741d0 + (t_1 * t_3))))))))
else if (x <= 7.2d-6) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0 - (t_4 * (t_2 * (0.254829592d0 + (t_4 * ((-0.284496736d0) + (t_1 * (1.421413741d0 + (t_3 * t_4))))))))
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 t_2 = Math.exp(-(x * x));
double t_3 = -1.453152027 + (1.061405429 / t_0);
double t_4 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 - (t_1 * (t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * t_3))))))));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_4 * (t_2 * (0.254829592 + (t_4 * (-0.284496736 + (t_1 * (1.421413741 + (t_3 * t_4))))))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 t_2 = math.exp(-(x * x)) t_3 = -1.453152027 + (1.061405429 / t_0) t_4 = 1.0 / (1.0 + (x * 0.3275911)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 - (t_1 * (t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * t_3)))))))) elif x <= 7.2e-6: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 - (t_4 * (t_2 * (0.254829592 + (t_4 * (-0.284496736 + (t_1 * (1.421413741 + (t_3 * t_4)))))))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) t_2 = exp(Float64(-Float64(x * x))) t_3 = Float64(-1.453152027 + Float64(1.061405429 / t_0)) t_4 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 - Float64(t_1 * Float64(t_2 * Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(t_1 * t_3))))))))); elseif (x <= 7.2e-6) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 - Float64(t_4 * Float64(t_2 * Float64(0.254829592 + Float64(t_4 * Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(t_3 * t_4))))))))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; t_2 = exp(-(x * x)); t_3 = -1.453152027 + (1.061405429 / t_0); t_4 = 1.0 / (1.0 + (x * 0.3275911)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 - (t_1 * (t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * t_3)))))))); elseif (x <= 7.2e-6) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0 - (t_4 * (t_2 * (0.254829592 + (t_4 * (-0.284496736 + (t_1 * (1.421413741 + (t_3 * t_4)))))))); 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]}, Block[{t$95$2 = N[Exp[(-N[(x * x), $MachinePrecision])], $MachinePrecision]}, Block[{t$95$3 = N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 - N[(t$95$1 * N[(t$95$2 * N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(t$95$1 * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 7.2e-6], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$4 * N[(t$95$2 * N[(0.254829592 + N[(t$95$4 * N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(t$95$3 * t$95$4), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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}\\
t_2 := e^{-x \cdot x}\\
t_3 := -1.453152027 + \frac{1.061405429}{t_0}\\
t_4 := \frac{1}{1 + x \cdot 0.3275911}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 - t_1 \cdot \left(t_2 \cdot \left(0.254829592 + t_1 \cdot \left(-0.284496736 + t_1 \cdot \left(1.421413741 + t_1 \cdot t_3\right)\right)\right)\right)\\
\mathbf{elif}\;x \leq 7.2 \cdot 10^{-6}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 - t_4 \cdot \left(t_2 \cdot \left(0.254829592 + t_4 \cdot \left(-0.284496736 + t_1 \cdot \left(1.421413741 + t_3 \cdot t_4\right)\right)\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
if -2.4999999999999999e-17 < x < 7.19999999999999967e-6Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 7.19999999999999967e-6 < x Initial program 99.9%
associate-*l*99.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
Final simplification99.6%
(FPCore (x)
:precision binary64
(let* ((t_0 (exp (- (* x x))))
(t_1 (+ 1.0 (* (fabs x) 0.3275911)))
(t_2 (/ 1.0 t_1))
(t_3 (/ 1.0 (+ 1.0 (* x 0.3275911)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_2
(*
t_0
(-
(*
(+ -0.284496736 (* t_2 (- (* t_2 1.061405429) 0.031738286)))
(/ -1.0 t_1))
0.254829592))))
(if (<= x 7.2e-6)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(-
1.0
(*
t_3
(*
t_0
(+
0.254829592
(*
t_3
(+
-0.284496736
(*
t_2
(+
1.421413741
(* (+ -1.453152027 (/ 1.061405429 t_1)) t_3)))))))))))))
double code(double x) {
double t_0 = exp(-(x * x));
double t_1 = 1.0 + (fabs(x) * 0.3275911);
double t_2 = 1.0 / t_1;
double t_3 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (t_0 * (((-0.284496736 + (t_2 * ((t_2 * 1.061405429) - 0.031738286))) * (-1.0 / t_1)) - 0.254829592)));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_3 * (t_0 * (0.254829592 + (t_3 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_1)) * t_3))))))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = exp(-(x * x))
t_1 = 1.0d0 + (abs(x) * 0.3275911d0)
t_2 = 1.0d0 / t_1
t_3 = 1.0d0 / (1.0d0 + (x * 0.3275911d0))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_2 * (t_0 * ((((-0.284496736d0) + (t_2 * ((t_2 * 1.061405429d0) - 0.031738286d0))) * ((-1.0d0) / t_1)) - 0.254829592d0)))
else if (x <= 7.2d-6) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0 - (t_3 * (t_0 * (0.254829592d0 + (t_3 * ((-0.284496736d0) + (t_2 * (1.421413741d0 + (((-1.453152027d0) + (1.061405429d0 / t_1)) * t_3))))))))
end if
code = tmp
end function
public static double code(double x) {
double t_0 = Math.exp(-(x * x));
double t_1 = 1.0 + (Math.abs(x) * 0.3275911);
double t_2 = 1.0 / t_1;
double t_3 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (t_0 * (((-0.284496736 + (t_2 * ((t_2 * 1.061405429) - 0.031738286))) * (-1.0 / t_1)) - 0.254829592)));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_3 * (t_0 * (0.254829592 + (t_3 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_1)) * t_3))))))));
}
return tmp;
}
def code(x): t_0 = math.exp(-(x * x)) t_1 = 1.0 + (math.fabs(x) * 0.3275911) t_2 = 1.0 / t_1 t_3 = 1.0 / (1.0 + (x * 0.3275911)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_2 * (t_0 * (((-0.284496736 + (t_2 * ((t_2 * 1.061405429) - 0.031738286))) * (-1.0 / t_1)) - 0.254829592))) elif x <= 7.2e-6: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 - (t_3 * (t_0 * (0.254829592 + (t_3 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_1)) * t_3)))))))) return tmp
function code(x) t_0 = exp(Float64(-Float64(x * x))) t_1 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_2 = Float64(1.0 / t_1) t_3 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_2 * Float64(t_0 * Float64(Float64(Float64(-0.284496736 + Float64(t_2 * Float64(Float64(t_2 * 1.061405429) - 0.031738286))) * Float64(-1.0 / t_1)) - 0.254829592)))); elseif (x <= 7.2e-6) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 - Float64(t_3 * Float64(t_0 * Float64(0.254829592 + Float64(t_3 * Float64(-0.284496736 + Float64(t_2 * Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_1)) * t_3))))))))); end return tmp end
function tmp_2 = code(x) t_0 = exp(-(x * x)); t_1 = 1.0 + (abs(x) * 0.3275911); t_2 = 1.0 / t_1; t_3 = 1.0 / (1.0 + (x * 0.3275911)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_2 * (t_0 * (((-0.284496736 + (t_2 * ((t_2 * 1.061405429) - 0.031738286))) * (-1.0 / t_1)) - 0.254829592))); elseif (x <= 7.2e-6) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0 - (t_3 * (t_0 * (0.254829592 + (t_3 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_1)) * t_3)))))))); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[Exp[(-N[(x * x), $MachinePrecision])], $MachinePrecision]}, Block[{t$95$1 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(1.0 / t$95$1), $MachinePrecision]}, Block[{t$95$3 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$2 * N[(t$95$0 * N[(N[(N[(-0.284496736 + N[(t$95$2 * N[(N[(t$95$2 * 1.061405429), $MachinePrecision] - 0.031738286), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$1), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 7.2e-6], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$3 * N[(t$95$0 * N[(0.254829592 + N[(t$95$3 * N[(-0.284496736 + N[(t$95$2 * N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$1), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{-x \cdot x}\\
t_1 := 1 + \left|x\right| \cdot 0.3275911\\
t_2 := \frac{1}{t_1}\\
t_3 := \frac{1}{1 + x \cdot 0.3275911}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_2 \cdot \left(t_0 \cdot \left(\left(-0.284496736 + t_2 \cdot \left(t_2 \cdot 1.061405429 - 0.031738286\right)\right) \cdot \frac{-1}{t_1} - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 7.2 \cdot 10^{-6}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 - t_3 \cdot \left(t_0 \cdot \left(0.254829592 + t_3 \cdot \left(-0.284496736 + t_2 \cdot \left(1.421413741 + \left(-1.453152027 + \frac{1.061405429}{t_1}\right) \cdot t_3\right)\right)\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
expm1-log1p-u99.1%
expm1-udef99.1%
log1p-udef99.1%
add-exp-log99.1%
+-commutative99.1%
fma-udef99.1%
Applied egg-rr99.1%
fma-def99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
unpow199.1%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow97.7%
unpow197.7%
Simplified97.7%
Taylor expanded in x around 0 97.8%
if -2.4999999999999999e-17 < x < 7.19999999999999967e-6Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 7.19999999999999967e-6 < x Initial program 99.9%
associate-*l*99.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
Final simplification99.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.061405429 t_0))
(t_2 (/ 1.0 t_0))
(t_3 (exp (- (* x x))))
(t_4 (/ 1.0 (+ 1.0 (* x 0.3275911)))))
(if (<= x -2.5e-17)
(+
1.0
(*
(*
t_3
(+ 0.254829592 (* t_2 (+ -0.284496736 (* t_2 (- t_1 0.031738286))))))
(/ -1.0 t_0)))
(if (<= x 7.2e-6)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(-
1.0
(*
t_4
(*
t_3
(+
0.254829592
(*
t_4
(+
-0.284496736
(* t_2 (+ 1.421413741 (* (+ -1.453152027 t_1) t_4)))))))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.061405429 / t_0;
double t_2 = 1.0 / t_0;
double t_3 = exp(-(x * x));
double t_4 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + ((t_3 * (0.254829592 + (t_2 * (-0.284496736 + (t_2 * (t_1 - 0.031738286)))))) * (-1.0 / t_0));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_4 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + t_1) * t_4))))))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: t_4
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.061405429d0 / t_0
t_2 = 1.0d0 / t_0
t_3 = exp(-(x * x))
t_4 = 1.0d0 / (1.0d0 + (x * 0.3275911d0))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + ((t_3 * (0.254829592d0 + (t_2 * ((-0.284496736d0) + (t_2 * (t_1 - 0.031738286d0)))))) * ((-1.0d0) / t_0))
else if (x <= 7.2d-6) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0 - (t_4 * (t_3 * (0.254829592d0 + (t_4 * ((-0.284496736d0) + (t_2 * (1.421413741d0 + (((-1.453152027d0) + t_1) * t_4))))))))
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 = 1.061405429 / t_0;
double t_2 = 1.0 / t_0;
double t_3 = Math.exp(-(x * x));
double t_4 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + ((t_3 * (0.254829592 + (t_2 * (-0.284496736 + (t_2 * (t_1 - 0.031738286)))))) * (-1.0 / t_0));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_4 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + t_1) * t_4))))))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.061405429 / t_0 t_2 = 1.0 / t_0 t_3 = math.exp(-(x * x)) t_4 = 1.0 / (1.0 + (x * 0.3275911)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + ((t_3 * (0.254829592 + (t_2 * (-0.284496736 + (t_2 * (t_1 - 0.031738286)))))) * (-1.0 / t_0)) elif x <= 7.2e-6: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 - (t_4 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + t_1) * t_4)))))))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.061405429 / t_0) t_2 = Float64(1.0 / t_0) t_3 = exp(Float64(-Float64(x * x))) t_4 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(Float64(t_3 * Float64(0.254829592 + Float64(t_2 * Float64(-0.284496736 + Float64(t_2 * Float64(t_1 - 0.031738286)))))) * Float64(-1.0 / t_0))); elseif (x <= 7.2e-6) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 - Float64(t_4 * Float64(t_3 * Float64(0.254829592 + Float64(t_4 * Float64(-0.284496736 + Float64(t_2 * Float64(1.421413741 + Float64(Float64(-1.453152027 + t_1) * t_4))))))))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.061405429 / t_0; t_2 = 1.0 / t_0; t_3 = exp(-(x * x)); t_4 = 1.0 / (1.0 + (x * 0.3275911)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + ((t_3 * (0.254829592 + (t_2 * (-0.284496736 + (t_2 * (t_1 - 0.031738286)))))) * (-1.0 / t_0)); elseif (x <= 7.2e-6) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0 - (t_4 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + ((-1.453152027 + t_1) * t_4)))))))); 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[(1.061405429 / t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(1.0 / t$95$0), $MachinePrecision]}, Block[{t$95$3 = N[Exp[(-N[(x * x), $MachinePrecision])], $MachinePrecision]}, Block[{t$95$4 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(N[(t$95$3 * N[(0.254829592 + N[(t$95$2 * N[(-0.284496736 + N[(t$95$2 * N[(t$95$1 - 0.031738286), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 7.2e-6], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$4 * N[(t$95$3 * N[(0.254829592 + N[(t$95$4 * N[(-0.284496736 + N[(t$95$2 * N[(1.421413741 + N[(N[(-1.453152027 + t$95$1), $MachinePrecision] * t$95$4), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1.061405429}{t_0}\\
t_2 := \frac{1}{t_0}\\
t_3 := e^{-x \cdot x}\\
t_4 := \frac{1}{1 + x \cdot 0.3275911}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(t_3 \cdot \left(0.254829592 + t_2 \cdot \left(-0.284496736 + t_2 \cdot \left(t_1 - 0.031738286\right)\right)\right)\right) \cdot \frac{-1}{t_0}\\
\mathbf{elif}\;x \leq 7.2 \cdot 10^{-6}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 - t_4 \cdot \left(t_3 \cdot \left(0.254829592 + t_4 \cdot \left(-0.284496736 + t_2 \cdot \left(1.421413741 + \left(-1.453152027 + t_1\right) \cdot t_4\right)\right)\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
expm1-log1p-u99.1%
expm1-udef99.1%
log1p-udef99.1%
add-exp-log99.1%
+-commutative99.1%
fma-udef99.1%
Applied egg-rr99.1%
fma-def99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
unpow199.1%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow97.7%
unpow197.7%
Simplified97.7%
Taylor expanded in x around 0 97.8%
Taylor expanded in x around 0 97.8%
if -2.4999999999999999e-17 < x < 7.19999999999999967e-6Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 7.19999999999999967e-6 < x Initial program 99.9%
associate-*l*99.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
Final simplification99.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 (+ 1.0 (* x 0.3275911))))
(t_2
(*
(exp (- (* x x)))
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
(/ 1.0 t_0)
(+
1.421413741
(* (+ -1.453152027 (/ 1.061405429 t_0)) t_1)))))))))
(if (<= x -2.5e-17)
(+ 1.0 (* t_2 (/ -1.0 t_0)))
(if (<= x 7.2e-6)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(- 1.0 (* t_1 t_2))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / (1.0 + (x * 0.3275911));
double t_2 = exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (-1.0 / t_0));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_1 * t_2);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / (1.0d0 + (x * 0.3275911d0))
t_2 = exp(-(x * x)) * (0.254829592d0 + (t_1 * ((-0.284496736d0) + ((1.0d0 / t_0) * (1.421413741d0 + (((-1.453152027d0) + (1.061405429d0 / t_0)) * t_1))))))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_2 * ((-1.0d0) / t_0))
else if (x <= 7.2d-6) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0 - (t_1 * t_2)
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 t_2 = Math.exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (-1.0 / t_0));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_1 * t_2);
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / (1.0 + (x * 0.3275911)) t_2 = math.exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1)))))) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_2 * (-1.0 / t_0)) elif x <= 7.2e-6: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 - (t_1 * t_2) 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))) t_2 = Float64(exp(Float64(-Float64(x * 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))))))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_2 * Float64(-1.0 / t_0))); elseif (x <= 7.2e-6) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 - Float64(t_1 * t_2)); 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)); t_2 = exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1)))))); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_2 * (-1.0 / t_0)); elseif (x <= 7.2e-6) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0 - (t_1 * t_2); 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]}, Block[{t$95$2 = 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]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$2 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 7.2e-6], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$1 * t$95$2), $MachinePrecision]), $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}\\
t_2 := e^{-x \cdot x} \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)\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_2 \cdot \frac{-1}{t_0}\\
\mathbf{elif}\;x \leq 7.2 \cdot 10^{-6}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 - t_1 \cdot t_2\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
expm1-log1p-u99.1%
expm1-udef99.1%
log1p-udef99.1%
add-exp-log99.1%
+-commutative99.1%
fma-udef99.1%
Applied egg-rr99.1%
fma-def99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
unpow199.1%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow97.7%
unpow197.7%
Simplified97.7%
expm1-log1p-u99.1%
expm1-udef99.1%
log1p-udef99.1%
add-exp-log99.1%
+-commutative99.1%
fma-udef99.1%
Applied egg-rr97.7%
fma-def99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
unpow199.1%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow97.7%
unpow197.7%
Simplified97.7%
if -2.4999999999999999e-17 < x < 7.19999999999999967e-6Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 7.19999999999999967e-6 < x Initial program 99.9%
associate-*l*99.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
Final simplification99.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 t_0))
(t_2 (exp (- (* x x))))
(t_3 (/ 1.0 (+ 1.0 (* x 0.3275911)))))
(if (<= x -2.5e-17)
(+
1.0
(*
(*
t_2
(+
0.254829592
(* t_3 (+ -0.284496736 (* t_1 (- (* t_1 1.061405429) 0.031738286))))))
(/ -1.0 t_0)))
(if (<= x 7.2e-6)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(-
1.0
(*
t_3
(*
t_2
(+
0.254829592
(*
t_3
(+
-0.284496736
(*
t_1
(+
1.421413741
(* (+ -1.453152027 (/ 1.061405429 t_0)) t_3)))))))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double t_2 = exp(-(x * x));
double t_3 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + ((t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * ((t_1 * 1.061405429) - 0.031738286)))))) * (-1.0 / t_0));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_3 * (t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_3))))))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: t_2
real(8) :: t_3
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
t_2 = exp(-(x * x))
t_3 = 1.0d0 / (1.0d0 + (x * 0.3275911d0))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + ((t_2 * (0.254829592d0 + (t_3 * ((-0.284496736d0) + (t_1 * ((t_1 * 1.061405429d0) - 0.031738286d0)))))) * ((-1.0d0) / t_0))
else if (x <= 7.2d-6) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0 - (t_3 * (t_2 * (0.254829592d0 + (t_3 * ((-0.284496736d0) + (t_1 * (1.421413741d0 + (((-1.453152027d0) + (1.061405429d0 / t_0)) * t_3))))))))
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 t_2 = Math.exp(-(x * x));
double t_3 = 1.0 / (1.0 + (x * 0.3275911));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + ((t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * ((t_1 * 1.061405429) - 0.031738286)))))) * (-1.0 / t_0));
} else if (x <= 7.2e-6) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0 - (t_3 * (t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_3))))))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 t_2 = math.exp(-(x * x)) t_3 = 1.0 / (1.0 + (x * 0.3275911)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + ((t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * ((t_1 * 1.061405429) - 0.031738286)))))) * (-1.0 / t_0)) elif x <= 7.2e-6: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 - (t_3 * (t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_3)))))))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) t_2 = exp(Float64(-Float64(x * x))) t_3 = Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(Float64(t_2 * Float64(0.254829592 + Float64(t_3 * Float64(-0.284496736 + Float64(t_1 * Float64(Float64(t_1 * 1.061405429) - 0.031738286)))))) * Float64(-1.0 / t_0))); elseif (x <= 7.2e-6) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = Float64(1.0 - Float64(t_3 * Float64(t_2 * Float64(0.254829592 + Float64(t_3 * Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) * t_3))))))))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; t_2 = exp(-(x * x)); t_3 = 1.0 / (1.0 + (x * 0.3275911)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + ((t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * ((t_1 * 1.061405429) - 0.031738286)))))) * (-1.0 / t_0)); elseif (x <= 7.2e-6) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0 - (t_3 * (t_2 * (0.254829592 + (t_3 * (-0.284496736 + (t_1 * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_3)))))))); 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]}, Block[{t$95$2 = N[Exp[(-N[(x * x), $MachinePrecision])], $MachinePrecision]}, Block[{t$95$3 = N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(N[(t$95$2 * N[(0.254829592 + N[(t$95$3 * N[(-0.284496736 + N[(t$95$1 * N[(N[(t$95$1 * 1.061405429), $MachinePrecision] - 0.031738286), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 7.2e-6], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(t$95$3 * N[(t$95$2 * N[(0.254829592 + N[(t$95$3 * N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] * t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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}\\
t_2 := e^{-x \cdot x}\\
t_3 := \frac{1}{1 + x \cdot 0.3275911}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(t_2 \cdot \left(0.254829592 + t_3 \cdot \left(-0.284496736 + t_1 \cdot \left(t_1 \cdot 1.061405429 - 0.031738286\right)\right)\right)\right) \cdot \frac{-1}{t_0}\\
\mathbf{elif}\;x \leq 7.2 \cdot 10^{-6}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1 - t_3 \cdot \left(t_2 \cdot \left(0.254829592 + t_3 \cdot \left(-0.284496736 + t_1 \cdot \left(1.421413741 + \left(-1.453152027 + \frac{1.061405429}{t_0}\right) \cdot t_3\right)\right)\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
expm1-log1p-u99.1%
expm1-udef99.1%
log1p-udef99.1%
add-exp-log99.1%
+-commutative99.1%
fma-udef99.1%
Applied egg-rr99.1%
fma-def99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
unpow199.1%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow97.7%
unpow197.7%
Simplified97.7%
Taylor expanded in x around 0 97.8%
expm1-log1p-u99.1%
expm1-udef99.1%
log1p-udef99.1%
add-exp-log99.1%
+-commutative99.1%
fma-udef99.1%
Applied egg-rr97.8%
fma-def99.1%
associate--l+99.1%
metadata-eval99.1%
+-rgt-identity99.1%
unpow199.1%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow97.7%
unpow197.7%
Simplified97.7%
if -2.4999999999999999e-17 < x < 7.19999999999999967e-6Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
if 7.19999999999999967e-6 < x Initial program 99.9%
associate-*l*99.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
add-exp-log99.9%
+-commutative99.9%
fma-udef99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
unpow199.9%
sqr-pow99.9%
fabs-sqr99.9%
sqr-pow99.9%
unpow199.9%
Simplified99.9%
Final simplification99.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 (+ 1.0 (* x 0.3275911)))))
(if (or (<= x -2.5e-17) (not (<= x 7.2e-6)))
(-
1.0
(*
t_1
(*
(exp (- (* x x)))
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
(/ 1.0 t_0)
(+ 1.421413741 (* (+ -1.453152027 (/ 1.061405429 t_0)) t_1)))))))))
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343)))))))
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) || !(x <= 7.2e-6)) {
tmp = 1.0 - (t_1 * (exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))))));
} else {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
}
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)) .or. (.not. (x <= 7.2d-6))) then
tmp = 1.0d0 - (t_1 * (exp(-(x * x)) * (0.254829592d0 + (t_1 * ((-0.284496736d0) + ((1.0d0 / t_0) * (1.421413741d0 + (((-1.453152027d0) + (1.061405429d0 / t_0)) * t_1))))))))
else
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
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) || !(x <= 7.2e-6)) {
tmp = 1.0 - (t_1 * (Math.exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1))))))));
} else {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
}
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) or not (x <= 7.2e-6): tmp = 1.0 - (t_1 * (math.exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1)))))))) else: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) 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) || !(x <= 7.2e-6)) tmp = Float64(1.0 - Float64(t_1 * Float64(exp(Float64(-Float64(x * 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))))))))); else tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); 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) || ~((x <= 7.2e-6))) tmp = 1.0 - (t_1 * (exp(-(x * x)) * (0.254829592 + (t_1 * (-0.284496736 + ((1.0 / t_0) * (1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) * t_1)))))))); else tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); 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[Or[LessEqual[x, -2.5e-17], N[Not[LessEqual[x, 7.2e-6]], $MachinePrecision]], 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[(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]), $MachinePrecision]), $MachinePrecision], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $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} \lor \neg \left(x \leq 7.2 \cdot 10^{-6}\right):\\
\;\;\;\;1 - t_1 \cdot \left(e^{-x \cdot x} \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)\\
\mathbf{else}:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17 or 7.19999999999999967e-6 < x Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-udef99.5%
Applied egg-rr99.5%
fma-def99.5%
associate--l+99.5%
metadata-eval99.5%
+-rgt-identity99.5%
unpow199.5%
sqr-pow50.7%
fabs-sqr50.7%
sqr-pow98.8%
unpow198.8%
Simplified98.8%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-udef99.5%
Applied egg-rr98.8%
fma-def99.5%
associate--l+99.5%
metadata-eval99.5%
+-rgt-identity99.5%
unpow199.5%
sqr-pow50.7%
fabs-sqr50.7%
sqr-pow98.8%
unpow198.8%
Simplified98.8%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-udef99.5%
Applied egg-rr98.8%
fma-def99.5%
associate--l+99.5%
metadata-eval99.5%
+-rgt-identity99.5%
unpow199.5%
sqr-pow50.7%
fabs-sqr50.7%
sqr-pow98.8%
unpow198.8%
Simplified98.8%
if -2.4999999999999999e-17 < x < 7.19999999999999967e-6Initial program 57.7%
associate-*l*57.7%
Simplified57.7%
Applied egg-rr57.7%
distribute-neg-frac57.7%
Simplified57.7%
Taylor expanded in x around 0 99.8%
Taylor expanded in x around 0 99.8%
+-commutative99.8%
*-commutative99.8%
*-commutative99.8%
unpow299.8%
associate-*l*99.8%
distribute-lft-out99.8%
Simplified99.8%
Final simplification99.2%
(FPCore (x)
:precision binary64
(if (or (<= x -8.8e-10) (not (<= x 0.99)))
(- 1.0 (/ (/ 0.254829592 (pow (exp x) x)) (fma 0.3275911 x 1.0)))
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))))
double code(double x) {
double tmp;
if ((x <= -8.8e-10) || !(x <= 0.99)) {
tmp = 1.0 - ((0.254829592 / pow(exp(x), x)) / fma(0.3275911, x, 1.0));
} else {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
}
return tmp;
}
function code(x) tmp = 0.0 if ((x <= -8.8e-10) || !(x <= 0.99)) tmp = Float64(1.0 - Float64(Float64(0.254829592 / (exp(x) ^ x)) / fma(0.3275911, x, 1.0))); else tmp = Float64(1e-9 + Float64(Float64(x * Float64(x * -0.00011824294398844343)) + Float64(Float64(-0.37545125292247583 * (x ^ 3.0)) + Float64(x * 1.128386358070218)))); end return tmp end
code[x_] := If[Or[LessEqual[x, -8.8e-10], N[Not[LessEqual[x, 0.99]], $MachinePrecision]], N[(1.0 - N[(N[(0.254829592 / N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1e-9 + N[(N[(x * N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision] + N[(N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision] + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10} \lor \neg \left(x \leq 0.99\right):\\
\;\;\;\;1 - \frac{\frac{0.254829592}{{\left(e^{x}\right)}^{x}}}{\mathsf{fma}\left(0.3275911, x, 1\right)}\\
\mathbf{else}:\\
\;\;\;\;10^{-9} + \left(x \cdot \left(x \cdot -0.00011824294398844343\right) + \left(-0.37545125292247583 \cdot {x}^{3} + x \cdot 1.128386358070218\right)\right)\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10 or 0.98999999999999999 < x Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-udef99.5%
Applied egg-rr99.5%
fma-def99.5%
associate--l+99.5%
metadata-eval99.5%
+-rgt-identity99.5%
unpow199.5%
sqr-pow50.4%
fabs-sqr50.4%
sqr-pow98.9%
unpow198.9%
Simplified98.9%
expm1-log1p-u99.5%
expm1-udef99.5%
log1p-udef99.5%
add-exp-log99.5%
+-commutative99.5%
fma-udef99.5%
Applied egg-rr98.9%
fma-def99.5%
associate--l+99.5%
metadata-eval99.5%
+-rgt-identity99.5%
unpow199.5%
sqr-pow50.4%
fabs-sqr50.4%
sqr-pow98.9%
unpow198.9%
Simplified98.9%
Taylor expanded in x around inf 98.2%
associate-*r/98.2%
exp-neg98.2%
unpow298.2%
associate-*r/98.2%
metadata-eval98.2%
exp-prod98.2%
fma-def98.2%
unpow198.2%
sqr-pow49.8%
fabs-sqr49.8%
sqr-pow98.2%
unpow198.2%
Simplified98.2%
if -8.7999999999999996e-10 < x < 0.98999999999999999Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.5%
pow199.5%
pow299.5%
*-commutative99.5%
Applied egg-rr99.5%
unpow199.5%
associate-*l*99.5%
Simplified99.5%
Final simplification98.8%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 1.0)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
(exp (/ -0.7778892405807117 (* x (exp (* x x))))))))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 1.0) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = exp((-0.7778892405807117 / (x * exp((x * x)))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-8.8d-10)) then
tmp = 1.0d0
else if (x <= 1.0d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (x * 1.128386358070218d0)))
else
tmp = exp(((-0.7778892405807117d0) / (x * exp((x * x)))))
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 1.0) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = Math.exp((-0.7778892405807117 / (x * Math.exp((x * x)))));
}
return tmp;
}
def code(x): tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 1.0: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = math.exp((-0.7778892405807117 / (x * math.exp((x * x))))) return tmp
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 1.0) tmp = Float64(1e-9 + Float64(Float64(x * Float64(x * -0.00011824294398844343)) + Float64(Float64(-0.37545125292247583 * (x ^ 3.0)) + Float64(x * 1.128386358070218)))); else tmp = exp(Float64(-0.7778892405807117 / Float64(x * exp(Float64(x * x))))); end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 1.0) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = exp((-0.7778892405807117 / (x * exp((x * x))))); end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 1.0], N[(1e-9 + N[(N[(x * N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision] + N[(N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision] + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[Exp[N[(-0.7778892405807117 / N[(x * N[Exp[N[(x * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 1:\\
\;\;\;\;10^{-9} + \left(x \cdot \left(x \cdot -0.00011824294398844343\right) + \left(-0.37545125292247583 \cdot {x}^{3} + x \cdot 1.128386358070218\right)\right)\\
\mathbf{else}:\\
\;\;\;\;e^{\frac{-0.7778892405807117}{x \cdot e^{x \cdot x}}}\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Applied egg-rr99.1%
distribute-neg-frac99.1%
Simplified97.1%
Taylor expanded in x around inf 97.5%
if -8.7999999999999996e-10 < x < 1Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.5%
pow199.5%
pow299.5%
*-commutative99.5%
Applied egg-rr99.5%
unpow199.5%
associate-*l*99.5%
Simplified99.5%
if 1 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
Applied egg-rr100.0%
distribute-neg-frac100.0%
Simplified100.0%
Taylor expanded in x around inf 99.0%
*-commutative99.0%
unpow299.0%
Simplified99.0%
Final simplification98.8%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 1.05)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
(- 1.0 (/ 0.7778892405807117 (* x (exp (* x x))))))))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 1.05) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 - (0.7778892405807117 / (x * exp((x * x))));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-8.8d-10)) then
tmp = 1.0d0
else if (x <= 1.05d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (x * 1.128386358070218d0)))
else
tmp = 1.0d0 - (0.7778892405807117d0 / (x * exp((x * x))))
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 1.05) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 - (0.7778892405807117 / (x * Math.exp((x * x))));
}
return tmp;
}
def code(x): tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 1.05: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = 1.0 - (0.7778892405807117 / (x * math.exp((x * x)))) return tmp
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 1.05) tmp = Float64(1e-9 + Float64(Float64(x * Float64(x * -0.00011824294398844343)) + Float64(Float64(-0.37545125292247583 * (x ^ 3.0)) + Float64(x * 1.128386358070218)))); else tmp = Float64(1.0 - Float64(0.7778892405807117 / Float64(x * exp(Float64(x * x))))); end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 1.05) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = 1.0 - (0.7778892405807117 / (x * exp((x * x)))); end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 1.05], N[(1e-9 + N[(N[(x * N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision] + N[(N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision] + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(0.7778892405807117 / N[(x * N[Exp[N[(x * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 1.05:\\
\;\;\;\;10^{-9} + \left(x \cdot \left(x \cdot -0.00011824294398844343\right) + \left(-0.37545125292247583 \cdot {x}^{3} + x \cdot 1.128386358070218\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 - \frac{0.7778892405807117}{x \cdot e^{x \cdot x}}\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Applied egg-rr99.1%
distribute-neg-frac99.1%
Simplified97.1%
Taylor expanded in x around inf 97.5%
if -8.7999999999999996e-10 < x < 1.05000000000000004Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.5%
pow199.5%
pow299.5%
*-commutative99.5%
Applied egg-rr99.5%
unpow199.5%
associate-*l*99.5%
Simplified99.5%
if 1.05000000000000004 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
Applied egg-rr100.0%
distribute-neg-frac100.0%
Simplified100.0%
Taylor expanded in x around inf 99.0%
associate-*r/99.0%
metadata-eval99.0%
*-commutative99.0%
unpow299.0%
Simplified99.0%
Final simplification98.8%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 0.88)
(+ (fma x 1.128386358070218 1e-9) (* -0.00011824294398844343 (* x x)))
1.0)))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = fma(x, 1.128386358070218, 1e-9) + (-0.00011824294398844343 * (x * x));
} else {
tmp = 1.0;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.88) tmp = Float64(fma(x, 1.128386358070218, 1e-9) + Float64(-0.00011824294398844343 * Float64(x * x))); else tmp = 1.0; end return tmp end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 0.88], N[(N[(x * 1.128386358070218 + 1e-9), $MachinePrecision] + N[(-0.00011824294398844343 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;\mathsf{fma}\left(x, 1.128386358070218, 10^{-9}\right) + -0.00011824294398844343 \cdot \left(x \cdot x\right)\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10 or 0.880000000000000004 < x Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
Applied egg-rr99.6%
distribute-neg-frac99.6%
Simplified98.6%
Taylor expanded in x around inf 98.2%
if -8.7999999999999996e-10 < x < 0.880000000000000004Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.3%
+-commutative99.3%
associate-+r+99.3%
+-commutative99.3%
*-commutative99.3%
fma-def99.3%
*-commutative99.3%
unpow299.3%
Simplified99.3%
Final simplification98.7%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 0.86)
(+ (fma x 1.128386358070218 1e-9) (* -0.00011824294398844343 (* x x)))
(- 1.0 (/ 0.7778892405807117 (* x (exp (* x x))))))))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.86) {
tmp = fma(x, 1.128386358070218, 1e-9) + (-0.00011824294398844343 * (x * x));
} else {
tmp = 1.0 - (0.7778892405807117 / (x * exp((x * x))));
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.86) tmp = Float64(fma(x, 1.128386358070218, 1e-9) + Float64(-0.00011824294398844343 * Float64(x * x))); else tmp = Float64(1.0 - Float64(0.7778892405807117 / Float64(x * exp(Float64(x * x))))); end return tmp end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 0.86], N[(N[(x * 1.128386358070218 + 1e-9), $MachinePrecision] + N[(-0.00011824294398844343 * N[(x * x), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(0.7778892405807117 / N[(x * N[Exp[N[(x * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.86:\\
\;\;\;\;\mathsf{fma}\left(x, 1.128386358070218, 10^{-9}\right) + -0.00011824294398844343 \cdot \left(x \cdot x\right)\\
\mathbf{else}:\\
\;\;\;\;1 - \frac{0.7778892405807117}{x \cdot e^{x \cdot x}}\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10Initial program 99.1%
associate-*l*99.1%
Simplified99.1%
Applied egg-rr99.1%
distribute-neg-frac99.1%
Simplified97.1%
Taylor expanded in x around inf 97.5%
if -8.7999999999999996e-10 < x < 0.859999999999999987Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.3%
+-commutative99.3%
associate-+r+99.3%
+-commutative99.3%
*-commutative99.3%
fma-def99.3%
*-commutative99.3%
unpow299.3%
Simplified99.3%
if 0.859999999999999987 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
Applied egg-rr100.0%
distribute-neg-frac100.0%
Simplified100.0%
Taylor expanded in x around inf 99.0%
associate-*r/99.0%
metadata-eval99.0%
*-commutative99.0%
unpow299.0%
Simplified99.0%
Final simplification98.7%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 0.88)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
1.0)))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0;
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: tmp
if (x <= (-8.8d-10)) then
tmp = 1.0d0
else if (x <= 0.88d0) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 0.88: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.88) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = 1.0; end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.88) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 0.88], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10 or 0.880000000000000004 < x Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
Applied egg-rr99.6%
distribute-neg-frac99.6%
Simplified98.6%
Taylor expanded in x around inf 98.2%
if -8.7999999999999996e-10 < x < 0.880000000000000004Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.5%
Taylor expanded in x around 0 99.3%
+-commutative99.3%
*-commutative99.3%
*-commutative99.3%
unpow299.3%
associate-*l*99.3%
distribute-lft-out99.3%
Simplified99.3%
Final simplification98.7%
(FPCore (x) :precision binary64 (if (<= x -8.8e-10) 1.0 (if (<= x 0.88) (+ 1e-9 (* x 1.128386358070218)) 1.0)))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = 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 <= (-8.8d-10)) then
tmp = 1.0d0
else if (x <= 0.88d0) then
tmp = 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 <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.88) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 0.88: tmp = 1e-9 + (x * 1.128386358070218) else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.88) tmp = 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 <= -8.8e-10) tmp = 1.0; elseif (x <= 0.88) tmp = 1e-9 + (x * 1.128386358070218); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 0.88], N[(1e-9 + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.88:\\
\;\;\;\;10^{-9} + x \cdot 1.128386358070218\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10 or 0.880000000000000004 < x Initial program 99.5%
associate-*l*99.5%
Simplified99.5%
Applied egg-rr99.6%
distribute-neg-frac99.6%
Simplified98.6%
Taylor expanded in x around inf 98.2%
if -8.7999999999999996e-10 < x < 0.880000000000000004Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.1%
*-commutative99.1%
Simplified99.1%
Final simplification98.6%
(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%
associate-*l*99.9%
Simplified99.9%
Applied egg-rr99.9%
distribute-neg-frac99.9%
Simplified99.9%
Taylor expanded in x around inf 98.8%
if -2.79999999999999996e-5 < x < 2.79999999999999996e-5Initial program 57.9%
associate-*l*57.9%
Simplified57.9%
Applied egg-rr57.9%
distribute-neg-frac57.9%
Simplified56.8%
Taylor expanded in x around 0 96.0%
Final simplification97.5%
(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 80.6%
associate-*l*80.6%
Simplified80.6%
Applied egg-rr80.6%
distribute-neg-frac80.6%
Simplified80.0%
Taylor expanded in x around 0 50.2%
Final simplification50.2%
herbie shell --seed 2023194
(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)))))))