
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x))))))
(-
1.0
(*
(*
t_0
(+
0.254829592
(*
t_0
(+
-0.284496736
(*
t_0
(+ 1.421413741 (* t_0 (+ -1.453152027 (* t_0 1.061405429)))))))))
(exp (- (* (fabs x) (fabs x))))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * fabs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(fabs(x) * fabs(x))));
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
t_0 = 1.0d0 / (1.0d0 + (0.3275911d0 * abs(x)))
code = 1.0d0 - ((t_0 * (0.254829592d0 + (t_0 * ((-0.284496736d0) + (t_0 * (1.421413741d0 + (t_0 * ((-1.453152027d0) + (t_0 * 1.061405429d0))))))))) * exp(-(abs(x) * abs(x))))
end function
public static double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * Math.abs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * Math.exp(-(Math.abs(x) * Math.abs(x))));
}
def code(x): t_0 = 1.0 / (1.0 + (0.3275911 * math.fabs(x))) return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * math.exp(-(math.fabs(x) * math.fabs(x))))
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(0.3275911 * abs(x)))) return Float64(1.0 - Float64(Float64(t_0 * Float64(0.254829592 + Float64(t_0 * Float64(-0.284496736 + Float64(t_0 * Float64(1.421413741 + Float64(t_0 * Float64(-1.453152027 + Float64(t_0 * 1.061405429))))))))) * exp(Float64(-Float64(abs(x) * abs(x)))))) end
function tmp = code(x) t_0 = 1.0 / (1.0 + (0.3275911 * abs(x))); tmp = 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(abs(x) * abs(x)))); end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(0.3275911 * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(1.0 - N[(N[(t$95$0 * N[(0.254829592 + N[(t$95$0 * N[(-0.284496736 + N[(t$95$0 * N[(1.421413741 + N[(t$95$0 * N[(-1.453152027 + N[(t$95$0 * 1.061405429), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[(-N[(N[Abs[x], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision])], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + 0.3275911 \cdot \left|x\right|}\\
1 - \left(t_0 \cdot \left(0.254829592 + t_0 \cdot \left(-0.284496736 + t_0 \cdot \left(1.421413741 + t_0 \cdot \left(-1.453152027 + t_0 \cdot 1.061405429\right)\right)\right)\right)\right) \cdot e^{-\left|x\right| \cdot \left|x\right|}
\end{array}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 12 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x)
:precision binary64
(let* ((t_0 (/ 1.0 (+ 1.0 (* 0.3275911 (fabs x))))))
(-
1.0
(*
(*
t_0
(+
0.254829592
(*
t_0
(+
-0.284496736
(*
t_0
(+ 1.421413741 (* t_0 (+ -1.453152027 (* t_0 1.061405429)))))))))
(exp (- (* (fabs x) (fabs x))))))))
double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * fabs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(fabs(x) * fabs(x))));
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
t_0 = 1.0d0 / (1.0d0 + (0.3275911d0 * abs(x)))
code = 1.0d0 - ((t_0 * (0.254829592d0 + (t_0 * ((-0.284496736d0) + (t_0 * (1.421413741d0 + (t_0 * ((-1.453152027d0) + (t_0 * 1.061405429d0))))))))) * exp(-(abs(x) * abs(x))))
end function
public static double code(double x) {
double t_0 = 1.0 / (1.0 + (0.3275911 * Math.abs(x)));
return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * Math.exp(-(Math.abs(x) * Math.abs(x))));
}
def code(x): t_0 = 1.0 / (1.0 + (0.3275911 * math.fabs(x))) return 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * math.exp(-(math.fabs(x) * math.fabs(x))))
function code(x) t_0 = Float64(1.0 / Float64(1.0 + Float64(0.3275911 * abs(x)))) return Float64(1.0 - Float64(Float64(t_0 * Float64(0.254829592 + Float64(t_0 * Float64(-0.284496736 + Float64(t_0 * Float64(1.421413741 + Float64(t_0 * Float64(-1.453152027 + Float64(t_0 * 1.061405429))))))))) * exp(Float64(-Float64(abs(x) * abs(x)))))) end
function tmp = code(x) t_0 = 1.0 / (1.0 + (0.3275911 * abs(x))); tmp = 1.0 - ((t_0 * (0.254829592 + (t_0 * (-0.284496736 + (t_0 * (1.421413741 + (t_0 * (-1.453152027 + (t_0 * 1.061405429))))))))) * exp(-(abs(x) * abs(x)))); end
code[x_] := Block[{t$95$0 = N[(1.0 / N[(1.0 + N[(0.3275911 * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]}, N[(1.0 - N[(N[(t$95$0 * N[(0.254829592 + N[(t$95$0 * N[(-0.284496736 + N[(t$95$0 * N[(1.421413741 + N[(t$95$0 * N[(-1.453152027 + N[(t$95$0 * 1.061405429), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[(-N[(N[Abs[x], $MachinePrecision] * N[Abs[x], $MachinePrecision]), $MachinePrecision])], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \frac{1}{1 + 0.3275911 \cdot \left|x\right|}\\
1 - \left(t_0 \cdot \left(0.254829592 + t_0 \cdot \left(-0.284496736 + t_0 \cdot \left(1.421413741 + t_0 \cdot \left(-1.453152027 + t_0 \cdot 1.061405429\right)\right)\right)\right)\right) \cdot e^{-\left|x\right| \cdot \left|x\right|}
\end{array}
\end{array}
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= x -2.55e-17)
(+
1.0
(*
(*
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
t_1
(+ 1.421413741 (* t_1 (+ -1.453152027 (/ 1.061405429 t_0))))))))
(exp (* x (- x))))
(/ -1.0 t_0)))
(if (<= x 0.00052)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
(fma
(pow (exp x) (- x))
(/
(-
-0.254829592
(/
(+
-0.284496736
(/
(+
1.421413741
(/
(+ -1.453152027 (/ 1.061405429 (fma 0.3275911 x 1.0)))
(fma 0.3275911 x 1.0)))
(fma 0.3275911 x 1.0)))
(fma 0.3275911 x 1.0)))
(fma 0.3275911 x 1.0))
1.0)))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + (((0.254829592 + (t_1 * (-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0)))))))) * exp((x * -x))) * (-1.0 / t_0));
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = fma(pow(exp(x), -x), ((-0.254829592 - ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0)), 1.0);
}
return tmp;
}
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) tmp = 0.0 if (x <= -2.55e-17) tmp = Float64(1.0 + Float64(Float64(Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(t_1 * Float64(-1.453152027 + Float64(1.061405429 / t_0)))))))) * exp(Float64(x * Float64(-x)))) * Float64(-1.0 / t_0))); elseif (x <= 0.00052) tmp = Float64(1e-9 + Float64(Float64(x * Float64(x * -0.00011824294398844343)) + Float64(Float64(-0.37545125292247583 * (x ^ 3.0)) + Float64(x * 1.128386358070218)))); else tmp = fma((exp(x) ^ Float64(-x)), Float64(Float64(-0.254829592 - Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0))) / fma(0.3275911, x, 1.0)), 1.0); 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[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[x, -2.55e-17], N[(1.0 + N[(N[(N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(t$95$1 * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.00052], 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[(N[Power[N[Exp[x], $MachinePrecision], (-x)], $MachinePrecision] * N[(N[(-0.254829592 - N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[(0.3275911 * x + 1.0), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
\mathbf{if}\;x \leq -2.55 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(\left(0.254829592 + t_1 \cdot \left(-0.284496736 + t_1 \cdot \left(1.421413741 + t_1 \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right)\right) \cdot e^{x \cdot \left(-x\right)}\right) \cdot \frac{-1}{t_0}\\
\mathbf{elif}\;x \leq 0.00052:\\
\;\;\;\;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}:\\
\;\;\;\;\mathsf{fma}\left({\left(e^{x}\right)}^{\left(-x\right)}, \frac{-0.254829592 - \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{\mathsf{fma}\left(0.3275911, x, 1\right)}}{\mathsf{fma}\left(0.3275911, x, 1\right)}, 1\right)\\
\end{array}
\end{array}
if x < -2.5500000000000001e-17Initial program 98.3%
associate-*l*98.3%
Simplified98.3%
if -2.5500000000000001e-17 < x < 5.19999999999999954e-4Initial program 57.9%
associate-*l*57.9%
Simplified57.9%
expm1-log1p-u57.9%
expm1-udef57.9%
log1p-udef57.9%
+-commutative57.9%
fma-udef57.9%
add-exp-log57.9%
Applied egg-rr57.9%
fma-def57.9%
associate--l+57.9%
metadata-eval57.9%
+-rgt-identity57.9%
*-commutative57.9%
unpow157.9%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.9%
unpow157.9%
Simplified57.9%
Applied egg-rr57.9%
+-commutative57.9%
distribute-lft-neg-in57.9%
*-commutative57.9%
fma-def57.9%
Simplified57.9%
Taylor expanded in x around 0 99.7%
pow199.7%
pow299.7%
Applied egg-rr99.7%
unpow199.7%
associate-*r*99.7%
*-commutative99.7%
*-commutative99.7%
Simplified99.7%
if 5.19999999999999954e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Applied egg-rr100.0%
+-commutative100.0%
distribute-lft-neg-in100.0%
*-commutative100.0%
fma-def100.0%
Simplified100.0%
Final simplification99.4%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))))
(if (<= (fabs x) 2e-19)
(+ 1e-9 (* x 1.128386358070218))
(-
1.0
(/
(/
(+
0.254829592
(/
(+
(+
(* 1.061405429 (/ 1.0 (pow t_0 3.0)))
(* 1.421413741 (/ 1.0 t_0)))
(- (* 1.453152027 (/ -1.0 (pow t_0 2.0))) 0.284496736))
t_0))
(pow (exp x) x))
t_0)))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double tmp;
if (fabs(x) <= 2e-19) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0 - (((0.254829592 + ((((1.061405429 * (1.0 / pow(t_0, 3.0))) + (1.421413741 * (1.0 / t_0))) + ((1.453152027 * (-1.0 / pow(t_0, 2.0))) - 0.284496736)) / t_0)) / pow(exp(x), x)) / t_0);
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
if (abs(x) <= 2d-19) then
tmp = 1d-9 + (x * 1.128386358070218d0)
else
tmp = 1.0d0 - (((0.254829592d0 + ((((1.061405429d0 * (1.0d0 / (t_0 ** 3.0d0))) + (1.421413741d0 * (1.0d0 / t_0))) + ((1.453152027d0 * ((-1.0d0) / (t_0 ** 2.0d0))) - 0.284496736d0)) / t_0)) / (exp(x) ** x)) / t_0)
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double tmp;
if (Math.abs(x) <= 2e-19) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0 - (((0.254829592 + ((((1.061405429 * (1.0 / Math.pow(t_0, 3.0))) + (1.421413741 * (1.0 / t_0))) + ((1.453152027 * (-1.0 / Math.pow(t_0, 2.0))) - 0.284496736)) / t_0)) / Math.pow(Math.exp(x), x)) / t_0);
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) tmp = 0 if math.fabs(x) <= 2e-19: tmp = 1e-9 + (x * 1.128386358070218) else: tmp = 1.0 - (((0.254829592 + ((((1.061405429 * (1.0 / math.pow(t_0, 3.0))) + (1.421413741 * (1.0 / t_0))) + ((1.453152027 * (-1.0 / math.pow(t_0, 2.0))) - 0.284496736)) / t_0)) / math.pow(math.exp(x), x)) / t_0) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) tmp = 0.0 if (abs(x) <= 2e-19) tmp = Float64(1e-9 + Float64(x * 1.128386358070218)); else tmp = Float64(1.0 - Float64(Float64(Float64(0.254829592 + Float64(Float64(Float64(Float64(1.061405429 * Float64(1.0 / (t_0 ^ 3.0))) + Float64(1.421413741 * Float64(1.0 / t_0))) + Float64(Float64(1.453152027 * Float64(-1.0 / (t_0 ^ 2.0))) - 0.284496736)) / t_0)) / (exp(x) ^ x)) / t_0)); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); tmp = 0.0; if (abs(x) <= 2e-19) tmp = 1e-9 + (x * 1.128386358070218); else tmp = 1.0 - (((0.254829592 + ((((1.061405429 * (1.0 / (t_0 ^ 3.0))) + (1.421413741 * (1.0 / t_0))) + ((1.453152027 * (-1.0 / (t_0 ^ 2.0))) - 0.284496736)) / t_0)) / (exp(x) ^ x)) / t_0); end tmp_2 = 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], 2e-19], N[(1e-9 + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision], N[(1.0 - N[(N[(N[(0.254829592 + N[(N[(N[(N[(1.061405429 * N[(1.0 / N[Power[t$95$0, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.421413741 * N[(1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(N[(1.453152027 * N[(-1.0 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.284496736), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
\mathbf{if}\;\left|x\right| \leq 2 \cdot 10^{-19}:\\
\;\;\;\;10^{-9} + x \cdot 1.128386358070218\\
\mathbf{else}:\\
\;\;\;\;1 - \frac{\frac{0.254829592 + \frac{\left(1.061405429 \cdot \frac{1}{{t_0}^{3}} + 1.421413741 \cdot \frac{1}{t_0}\right) + \left(1.453152027 \cdot \frac{-1}{{t_0}^{2}} - 0.284496736\right)}{t_0}}{{\left(e^{x}\right)}^{x}}}{t_0}\\
\end{array}
\end{array}
if (fabs.f64 x) < 2e-19Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
expm1-log1p-u57.8%
expm1-udef57.8%
log1p-udef57.8%
+-commutative57.8%
fma-udef57.8%
add-exp-log57.8%
Applied egg-rr57.8%
fma-def57.8%
associate--l+57.8%
metadata-eval57.8%
+-rgt-identity57.8%
*-commutative57.8%
unpow157.8%
sqr-pow28.3%
fabs-sqr28.3%
sqr-pow57.8%
unpow157.8%
Simplified57.8%
Applied egg-rr57.8%
+-commutative57.8%
distribute-lft-neg-in57.8%
*-commutative57.8%
fma-def57.8%
Simplified57.8%
Taylor expanded in x around 0 99.7%
*-commutative99.7%
Simplified99.7%
if 2e-19 < (fabs.f64 x) Initial program 98.8%
Simplified98.8%
Taylor expanded in x around inf 98.9%
Taylor expanded in x around 0 98.9%
Final simplification99.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= (fabs x) 2e-19)
(+ 1e-9 (* x 1.128386358070218))
(+
1.0
(*
(exp (* x (- x)))
(*
t_1
(-
(*
(+
-0.284496736
(*
t_1
(+ 1.421413741 (* t_1 (+ -1.453152027 (* 1.061405429 t_1))))))
(/ -1.0 t_0))
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) <= 2e-19) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0 + (exp((x * -x)) * (t_1 * (((-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 * t_1)))))) * (-1.0 / t_0)) - 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) <= 2d-19) then
tmp = 1d-9 + (x * 1.128386358070218d0)
else
tmp = 1.0d0 + (exp((x * -x)) * (t_1 * ((((-0.284496736d0) + (t_1 * (1.421413741d0 + (t_1 * ((-1.453152027d0) + (1.061405429d0 * t_1)))))) * ((-1.0d0) / t_0)) - 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) <= 2e-19) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0 + (Math.exp((x * -x)) * (t_1 * (((-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 * t_1)))))) * (-1.0 / t_0)) - 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) <= 2e-19: tmp = 1e-9 + (x * 1.128386358070218) else: tmp = 1.0 + (math.exp((x * -x)) * (t_1 * (((-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 * t_1)))))) * (-1.0 / t_0)) - 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) <= 2e-19) tmp = Float64(1e-9 + Float64(x * 1.128386358070218)); else tmp = Float64(1.0 + Float64(exp(Float64(x * Float64(-x))) * Float64(t_1 * Float64(Float64(Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(t_1 * Float64(-1.453152027 + Float64(1.061405429 * t_1)))))) * Float64(-1.0 / t_0)) - 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) <= 2e-19) tmp = 1e-9 + (x * 1.128386358070218); else tmp = 1.0 + (exp((x * -x)) * (t_1 * (((-0.284496736 + (t_1 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 * t_1)))))) * (-1.0 / t_0)) - 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], 2e-19], N[(1e-9 + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(t$95$1 * N[(N[(N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(t$95$1 * N[(-1.453152027 + N[(1.061405429 * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $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 2 \cdot 10^{-19}:\\
\;\;\;\;10^{-9} + x \cdot 1.128386358070218\\
\mathbf{else}:\\
\;\;\;\;1 + e^{x \cdot \left(-x\right)} \cdot \left(t_1 \cdot \left(\left(-0.284496736 + t_1 \cdot \left(1.421413741 + t_1 \cdot \left(-1.453152027 + 1.061405429 \cdot t_1\right)\right)\right) \cdot \frac{-1}{t_0} - 0.254829592\right)\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 2e-19Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
expm1-log1p-u57.8%
expm1-udef57.8%
log1p-udef57.8%
+-commutative57.8%
fma-udef57.8%
add-exp-log57.8%
Applied egg-rr57.8%
fma-def57.8%
associate--l+57.8%
metadata-eval57.8%
+-rgt-identity57.8%
*-commutative57.8%
unpow157.8%
sqr-pow28.3%
fabs-sqr28.3%
sqr-pow57.8%
unpow157.8%
Simplified57.8%
Applied egg-rr57.8%
+-commutative57.8%
distribute-lft-neg-in57.8%
*-commutative57.8%
fma-def57.8%
Simplified57.8%
Taylor expanded in x around 0 99.7%
*-commutative99.7%
Simplified99.7%
if 2e-19 < (fabs.f64 x) Initial program 98.8%
Final simplification99.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* x 0.3275911)))
(t_1 (/ 1.0 t_0))
(t_2 (exp (* x (- x))))
(t_3 (+ 1.0 (* (fabs x) 0.3275911)))
(t_4 (/ 1.0 t_3))
(t_5 (/ -1.0 t_3)))
(if (<= x -2.55e-17)
(+
1.0
(*
(*
(+
0.254829592
(*
t_4
(+
-0.284496736
(*
t_4
(+ 1.421413741 (* t_4 (+ -1.453152027 (/ 1.061405429 t_3))))))))
t_2)
t_5))
(if (<= x 0.00052)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
(+
1.0
(*
(*
t_2
(+
0.254829592
(*
t_1
(+
-0.284496736
(*
t_4
(+ 1.421413741 (* t_1 (+ -1.453152027 (/ 1.061405429 t_0)))))))))
t_5))))))
double code(double x) {
double t_0 = 1.0 + (x * 0.3275911);
double t_1 = 1.0 / t_0;
double t_2 = exp((x * -x));
double t_3 = 1.0 + (fabs(x) * 0.3275911);
double t_4 = 1.0 / t_3;
double t_5 = -1.0 / t_3;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + (((0.254829592 + (t_4 * (-0.284496736 + (t_4 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_3)))))))) * t_2) * t_5);
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 + ((t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_4 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0))))))))) * t_5);
}
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) :: t_5
real(8) :: tmp
t_0 = 1.0d0 + (x * 0.3275911d0)
t_1 = 1.0d0 / t_0
t_2 = exp((x * -x))
t_3 = 1.0d0 + (abs(x) * 0.3275911d0)
t_4 = 1.0d0 / t_3
t_5 = (-1.0d0) / t_3
if (x <= (-2.55d-17)) then
tmp = 1.0d0 + (((0.254829592d0 + (t_4 * ((-0.284496736d0) + (t_4 * (1.421413741d0 + (t_4 * ((-1.453152027d0) + (1.061405429d0 / t_3)))))))) * t_2) * t_5)
else if (x <= 0.00052d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (x * 1.128386358070218d0)))
else
tmp = 1.0d0 + ((t_2 * (0.254829592d0 + (t_1 * ((-0.284496736d0) + (t_4 * (1.421413741d0 + (t_1 * ((-1.453152027d0) + (1.061405429d0 / t_0))))))))) * t_5)
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (x * 0.3275911);
double t_1 = 1.0 / t_0;
double t_2 = Math.exp((x * -x));
double t_3 = 1.0 + (Math.abs(x) * 0.3275911);
double t_4 = 1.0 / t_3;
double t_5 = -1.0 / t_3;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + (((0.254829592 + (t_4 * (-0.284496736 + (t_4 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_3)))))))) * t_2) * t_5);
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 + ((t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_4 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0))))))))) * t_5);
}
return tmp;
}
def code(x): t_0 = 1.0 + (x * 0.3275911) t_1 = 1.0 / t_0 t_2 = math.exp((x * -x)) t_3 = 1.0 + (math.fabs(x) * 0.3275911) t_4 = 1.0 / t_3 t_5 = -1.0 / t_3 tmp = 0 if x <= -2.55e-17: tmp = 1.0 + (((0.254829592 + (t_4 * (-0.284496736 + (t_4 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_3)))))))) * t_2) * t_5) elif x <= 0.00052: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = 1.0 + ((t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_4 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0))))))))) * t_5) return tmp
function code(x) t_0 = Float64(1.0 + Float64(x * 0.3275911)) t_1 = Float64(1.0 / t_0) t_2 = exp(Float64(x * Float64(-x))) t_3 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_4 = Float64(1.0 / t_3) t_5 = Float64(-1.0 / t_3) tmp = 0.0 if (x <= -2.55e-17) tmp = Float64(1.0 + Float64(Float64(Float64(0.254829592 + Float64(t_4 * Float64(-0.284496736 + Float64(t_4 * Float64(1.421413741 + Float64(t_4 * Float64(-1.453152027 + Float64(1.061405429 / t_3)))))))) * t_2) * t_5)); elseif (x <= 0.00052) 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(Float64(t_2 * Float64(0.254829592 + Float64(t_1 * Float64(-0.284496736 + Float64(t_4 * Float64(1.421413741 + Float64(t_1 * Float64(-1.453152027 + Float64(1.061405429 / t_0))))))))) * t_5)); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (x * 0.3275911); t_1 = 1.0 / t_0; t_2 = exp((x * -x)); t_3 = 1.0 + (abs(x) * 0.3275911); t_4 = 1.0 / t_3; t_5 = -1.0 / t_3; tmp = 0.0; if (x <= -2.55e-17) tmp = 1.0 + (((0.254829592 + (t_4 * (-0.284496736 + (t_4 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_3)))))))) * t_2) * t_5); elseif (x <= 0.00052) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = 1.0 + ((t_2 * (0.254829592 + (t_1 * (-0.284496736 + (t_4 * (1.421413741 + (t_1 * (-1.453152027 + (1.061405429 / t_0))))))))) * t_5); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(x * 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[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[(1.0 / t$95$3), $MachinePrecision]}, Block[{t$95$5 = N[(-1.0 / t$95$3), $MachinePrecision]}, If[LessEqual[x, -2.55e-17], N[(1.0 + N[(N[(N[(0.254829592 + N[(t$95$4 * N[(-0.284496736 + N[(t$95$4 * N[(1.421413741 + N[(t$95$4 * N[(-1.453152027 + N[(1.061405429 / t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision] * t$95$5), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.00052], 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[(N[(t$95$2 * N[(0.254829592 + N[(t$95$1 * N[(-0.284496736 + N[(t$95$4 * N[(1.421413741 + N[(t$95$1 * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * t$95$5), $MachinePrecision]), $MachinePrecision]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + x \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
t_2 := e^{x \cdot \left(-x\right)}\\
t_3 := 1 + \left|x\right| \cdot 0.3275911\\
t_4 := \frac{1}{t_3}\\
t_5 := \frac{-1}{t_3}\\
\mathbf{if}\;x \leq -2.55 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(\left(0.254829592 + t_4 \cdot \left(-0.284496736 + t_4 \cdot \left(1.421413741 + t_4 \cdot \left(-1.453152027 + \frac{1.061405429}{t_3}\right)\right)\right)\right) \cdot t_2\right) \cdot t_5\\
\mathbf{elif}\;x \leq 0.00052:\\
\;\;\;\;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 + \left(t_2 \cdot \left(0.254829592 + t_1 \cdot \left(-0.284496736 + t_4 \cdot \left(1.421413741 + t_1 \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right)\right)\right) \cdot t_5\\
\end{array}
\end{array}
if x < -2.5500000000000001e-17Initial program 98.3%
associate-*l*98.3%
Simplified98.3%
if -2.5500000000000001e-17 < x < 5.19999999999999954e-4Initial program 57.9%
associate-*l*57.9%
Simplified57.9%
expm1-log1p-u57.9%
expm1-udef57.9%
log1p-udef57.9%
+-commutative57.9%
fma-udef57.9%
add-exp-log57.9%
Applied egg-rr57.9%
fma-def57.9%
associate--l+57.9%
metadata-eval57.9%
+-rgt-identity57.9%
*-commutative57.9%
unpow157.9%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.9%
unpow157.9%
Simplified57.9%
Applied egg-rr57.9%
+-commutative57.9%
distribute-lft-neg-in57.9%
*-commutative57.9%
fma-def57.9%
Simplified57.9%
Taylor expanded in x around 0 99.7%
pow199.7%
pow299.7%
Applied egg-rr99.7%
unpow199.7%
associate-*r*99.7%
*-commutative99.7%
*-commutative99.7%
Simplified99.7%
if 5.19999999999999954e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification99.4%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* x 0.3275911)))
(t_1 (+ 1.0 (* (fabs x) 0.3275911)))
(t_2 (/ 1.0 t_1))
(t_3 (exp (* x (- x))))
(t_4 (/ 1.0 t_0)))
(if (<= x -2.55e-17)
(+
1.0
(*
t_2
(*
t_3
(- (/ (+ 0.284496736 (* 1.029667143 (/ -1.0 t_1))) t_1) 0.254829592))))
(if (<= x 0.00052)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
(-
1.0
(*
t_2
(*
t_3
(+
0.254829592
(*
t_4
(+
-0.284496736
(*
t_2
(+
1.421413741
(* t_4 (+ -1.453152027 (/ 1.061405429 t_0)))))))))))))))
double code(double x) {
double t_0 = 1.0 + (x * 0.3275911);
double t_1 = 1.0 + (fabs(x) * 0.3275911);
double t_2 = 1.0 / t_1;
double t_3 = exp((x * -x));
double t_4 = 1.0 / t_0;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + (t_2 * (t_3 * (((0.284496736 + (1.029667143 * (-1.0 / t_1))) / t_1) - 0.254829592)));
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0))))))))));
}
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 + (x * 0.3275911d0)
t_1 = 1.0d0 + (abs(x) * 0.3275911d0)
t_2 = 1.0d0 / t_1
t_3 = exp((x * -x))
t_4 = 1.0d0 / t_0
if (x <= (-2.55d-17)) then
tmp = 1.0d0 + (t_2 * (t_3 * (((0.284496736d0 + (1.029667143d0 * ((-1.0d0) / t_1))) / t_1) - 0.254829592d0)))
else if (x <= 0.00052d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (x * 1.128386358070218d0)))
else
tmp = 1.0d0 - (t_2 * (t_3 * (0.254829592d0 + (t_4 * ((-0.284496736d0) + (t_2 * (1.421413741d0 + (t_4 * ((-1.453152027d0) + (1.061405429d0 / t_0))))))))))
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (x * 0.3275911);
double t_1 = 1.0 + (Math.abs(x) * 0.3275911);
double t_2 = 1.0 / t_1;
double t_3 = Math.exp((x * -x));
double t_4 = 1.0 / t_0;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + (t_2 * (t_3 * (((0.284496736 + (1.029667143 * (-1.0 / t_1))) / t_1) - 0.254829592)));
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0))))))))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (x * 0.3275911) t_1 = 1.0 + (math.fabs(x) * 0.3275911) t_2 = 1.0 / t_1 t_3 = math.exp((x * -x)) t_4 = 1.0 / t_0 tmp = 0 if x <= -2.55e-17: tmp = 1.0 + (t_2 * (t_3 * (((0.284496736 + (1.029667143 * (-1.0 / t_1))) / t_1) - 0.254829592))) elif x <= 0.00052: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0)))))))))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(x * 0.3275911)) t_1 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_2 = Float64(1.0 / t_1) t_3 = exp(Float64(x * Float64(-x))) t_4 = Float64(1.0 / t_0) tmp = 0.0 if (x <= -2.55e-17) tmp = Float64(1.0 + Float64(t_2 * Float64(t_3 * Float64(Float64(Float64(0.284496736 + Float64(1.029667143 * Float64(-1.0 / t_1))) / t_1) - 0.254829592)))); elseif (x <= 0.00052) 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(t_2 * Float64(t_3 * Float64(0.254829592 + Float64(t_4 * Float64(-0.284496736 + Float64(t_2 * Float64(1.421413741 + Float64(t_4 * Float64(-1.453152027 + Float64(1.061405429 / t_0))))))))))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (x * 0.3275911); t_1 = 1.0 + (abs(x) * 0.3275911); t_2 = 1.0 / t_1; t_3 = exp((x * -x)); t_4 = 1.0 / t_0; tmp = 0.0; if (x <= -2.55e-17) tmp = 1.0 + (t_2 * (t_3 * (((0.284496736 + (1.029667143 * (-1.0 / t_1))) / t_1) - 0.254829592))); elseif (x <= 0.00052) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0)))))))))); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(x * 0.3275911), $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[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$4 = N[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[x, -2.55e-17], N[(1.0 + N[(t$95$2 * N[(t$95$3 * N[(N[(N[(0.284496736 + N[(1.029667143 * N[(-1.0 / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.00052], 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[(t$95$2 * N[(t$95$3 * N[(0.254829592 + N[(t$95$4 * N[(-0.284496736 + N[(t$95$2 * N[(1.421413741 + N[(t$95$4 * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + x \cdot 0.3275911\\
t_1 := 1 + \left|x\right| \cdot 0.3275911\\
t_2 := \frac{1}{t_1}\\
t_3 := e^{x \cdot \left(-x\right)}\\
t_4 := \frac{1}{t_0}\\
\mathbf{if}\;x \leq -2.55 \cdot 10^{-17}:\\
\;\;\;\;1 + t_2 \cdot \left(t_3 \cdot \left(\frac{0.284496736 + 1.029667143 \cdot \frac{-1}{t_1}}{t_1} - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.00052:\\
\;\;\;\;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 - t_2 \cdot \left(t_3 \cdot \left(0.254829592 + t_4 \cdot \left(-0.284496736 + t_2 \cdot \left(1.421413741 + t_4 \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right)\right)\right)\\
\end{array}
\end{array}
if x < -2.5500000000000001e-17Initial program 98.3%
associate-*l*98.3%
Simplified98.3%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr98.3%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr96.3%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
Taylor expanded in x around 0 96.6%
Taylor expanded in x around inf 96.6%
if -2.5500000000000001e-17 < x < 5.19999999999999954e-4Initial program 57.9%
associate-*l*57.9%
Simplified57.9%
expm1-log1p-u57.9%
expm1-udef57.9%
log1p-udef57.9%
+-commutative57.9%
fma-udef57.9%
add-exp-log57.9%
Applied egg-rr57.9%
fma-def57.9%
associate--l+57.9%
metadata-eval57.9%
+-rgt-identity57.9%
*-commutative57.9%
unpow157.9%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.9%
unpow157.9%
Simplified57.9%
Applied egg-rr57.9%
+-commutative57.9%
distribute-lft-neg-in57.9%
*-commutative57.9%
fma-def57.9%
Simplified57.9%
Taylor expanded in x around 0 99.7%
pow199.7%
pow299.7%
Applied egg-rr99.7%
unpow199.7%
associate-*r*99.7%
*-commutative99.7%
*-commutative99.7%
Simplified99.7%
if 5.19999999999999954e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification99.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* x 0.3275911)))
(t_1 (+ 1.0 (* (fabs x) 0.3275911)))
(t_2 (/ 1.0 t_1))
(t_3 (exp (* x (- x))))
(t_4 (/ 1.0 t_0)))
(if (<= x -2.55e-17)
(+
1.0
(*
(* t_3 (+ 0.254829592 (* t_4 (+ -0.284496736 (* t_2 1.029667143)))))
(/ -1.0 t_1)))
(if (<= x 0.00052)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
(-
1.0
(*
t_2
(*
t_3
(+
0.254829592
(*
t_4
(+
-0.284496736
(*
t_2
(+
1.421413741
(* t_4 (+ -1.453152027 (/ 1.061405429 t_0)))))))))))))))
double code(double x) {
double t_0 = 1.0 + (x * 0.3275911);
double t_1 = 1.0 + (fabs(x) * 0.3275911);
double t_2 = 1.0 / t_1;
double t_3 = exp((x * -x));
double t_4 = 1.0 / t_0;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + ((t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * 1.029667143))))) * (-1.0 / t_1));
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0))))))))));
}
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 + (x * 0.3275911d0)
t_1 = 1.0d0 + (abs(x) * 0.3275911d0)
t_2 = 1.0d0 / t_1
t_3 = exp((x * -x))
t_4 = 1.0d0 / t_0
if (x <= (-2.55d-17)) then
tmp = 1.0d0 + ((t_3 * (0.254829592d0 + (t_4 * ((-0.284496736d0) + (t_2 * 1.029667143d0))))) * ((-1.0d0) / t_1))
else if (x <= 0.00052d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (x * 1.128386358070218d0)))
else
tmp = 1.0d0 - (t_2 * (t_3 * (0.254829592d0 + (t_4 * ((-0.284496736d0) + (t_2 * (1.421413741d0 + (t_4 * ((-1.453152027d0) + (1.061405429d0 / t_0))))))))))
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (x * 0.3275911);
double t_1 = 1.0 + (Math.abs(x) * 0.3275911);
double t_2 = 1.0 / t_1;
double t_3 = Math.exp((x * -x));
double t_4 = 1.0 / t_0;
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + ((t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * 1.029667143))))) * (-1.0 / t_1));
} else if (x <= 0.00052) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0))))))))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (x * 0.3275911) t_1 = 1.0 + (math.fabs(x) * 0.3275911) t_2 = 1.0 / t_1 t_3 = math.exp((x * -x)) t_4 = 1.0 / t_0 tmp = 0 if x <= -2.55e-17: tmp = 1.0 + ((t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * 1.029667143))))) * (-1.0 / t_1)) elif x <= 0.00052: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0)))))))))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(x * 0.3275911)) t_1 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_2 = Float64(1.0 / t_1) t_3 = exp(Float64(x * Float64(-x))) t_4 = Float64(1.0 / t_0) tmp = 0.0 if (x <= -2.55e-17) tmp = Float64(1.0 + Float64(Float64(t_3 * Float64(0.254829592 + Float64(t_4 * Float64(-0.284496736 + Float64(t_2 * 1.029667143))))) * Float64(-1.0 / t_1))); elseif (x <= 0.00052) 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(t_2 * Float64(t_3 * Float64(0.254829592 + Float64(t_4 * Float64(-0.284496736 + Float64(t_2 * Float64(1.421413741 + Float64(t_4 * Float64(-1.453152027 + Float64(1.061405429 / t_0))))))))))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (x * 0.3275911); t_1 = 1.0 + (abs(x) * 0.3275911); t_2 = 1.0 / t_1; t_3 = exp((x * -x)); t_4 = 1.0 / t_0; tmp = 0.0; if (x <= -2.55e-17) tmp = 1.0 + ((t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * 1.029667143))))) * (-1.0 / t_1)); elseif (x <= 0.00052) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = 1.0 - (t_2 * (t_3 * (0.254829592 + (t_4 * (-0.284496736 + (t_2 * (1.421413741 + (t_4 * (-1.453152027 + (1.061405429 / t_0)))))))))); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(x * 0.3275911), $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[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$4 = N[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[x, -2.55e-17], N[(1.0 + N[(N[(t$95$3 * N[(0.254829592 + N[(t$95$4 * N[(-0.284496736 + N[(t$95$2 * 1.029667143), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.00052], 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[(t$95$2 * N[(t$95$3 * N[(0.254829592 + N[(t$95$4 * N[(-0.284496736 + N[(t$95$2 * N[(1.421413741 + N[(t$95$4 * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + x \cdot 0.3275911\\
t_1 := 1 + \left|x\right| \cdot 0.3275911\\
t_2 := \frac{1}{t_1}\\
t_3 := e^{x \cdot \left(-x\right)}\\
t_4 := \frac{1}{t_0}\\
\mathbf{if}\;x \leq -2.55 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(t_3 \cdot \left(0.254829592 + t_4 \cdot \left(-0.284496736 + t_2 \cdot 1.029667143\right)\right)\right) \cdot \frac{-1}{t_1}\\
\mathbf{elif}\;x \leq 0.00052:\\
\;\;\;\;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 - t_2 \cdot \left(t_3 \cdot \left(0.254829592 + t_4 \cdot \left(-0.284496736 + t_2 \cdot \left(1.421413741 + t_4 \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right)\right)\right)\\
\end{array}
\end{array}
if x < -2.5500000000000001e-17Initial program 98.3%
associate-*l*98.3%
Simplified98.3%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr98.3%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr96.3%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
Taylor expanded in x around 0 96.6%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr96.6%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
if -2.5500000000000001e-17 < x < 5.19999999999999954e-4Initial program 57.9%
associate-*l*57.9%
Simplified57.9%
expm1-log1p-u57.9%
expm1-udef57.9%
log1p-udef57.9%
+-commutative57.9%
fma-udef57.9%
add-exp-log57.9%
Applied egg-rr57.9%
fma-def57.9%
associate--l+57.9%
metadata-eval57.9%
+-rgt-identity57.9%
*-commutative57.9%
unpow157.9%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.9%
unpow157.9%
Simplified57.9%
Applied egg-rr57.9%
+-commutative57.9%
distribute-lft-neg-in57.9%
*-commutative57.9%
fma-def57.9%
Simplified57.9%
Taylor expanded in x around 0 99.7%
pow199.7%
pow299.7%
Applied egg-rr99.7%
unpow199.7%
associate-*r*99.7%
*-commutative99.7%
*-commutative99.7%
Simplified99.7%
if 5.19999999999999954e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification98.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))))
(if (<= x -2.55e-17)
(+
1.0
(*
(*
(exp (* x (- x)))
(+
0.254829592
(*
(/ 1.0 (+ 1.0 (* x 0.3275911)))
(+ -0.284496736 (* (/ 1.0 t_0) 1.029667143)))))
(/ -1.0 t_0)))
(if (<= x 1.08)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
1.0))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + ((exp((x * -x)) * (0.254829592 + ((1.0 / (1.0 + (x * 0.3275911))) * (-0.284496736 + ((1.0 / t_0) * 1.029667143))))) * (-1.0 / t_0));
} else if (x <= 1.08) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (x * 1.128386358070218)));
} 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 = 1.0d0 + (abs(x) * 0.3275911d0)
if (x <= (-2.55d-17)) then
tmp = 1.0d0 + ((exp((x * -x)) * (0.254829592d0 + ((1.0d0 / (1.0d0 + (x * 0.3275911d0))) * ((-0.284496736d0) + ((1.0d0 / t_0) * 1.029667143d0))))) * ((-1.0d0) / t_0))
else if (x <= 1.08d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (x * 1.128386358070218d0)))
else
tmp = 1.0d0
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double tmp;
if (x <= -2.55e-17) {
tmp = 1.0 + ((Math.exp((x * -x)) * (0.254829592 + ((1.0 / (1.0 + (x * 0.3275911))) * (-0.284496736 + ((1.0 / t_0) * 1.029667143))))) * (-1.0 / t_0));
} else if (x <= 1.08) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) tmp = 0 if x <= -2.55e-17: tmp = 1.0 + ((math.exp((x * -x)) * (0.254829592 + ((1.0 / (1.0 + (x * 0.3275911))) * (-0.284496736 + ((1.0 / t_0) * 1.029667143))))) * (-1.0 / t_0)) elif x <= 1.08: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = 1.0 return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) tmp = 0.0 if (x <= -2.55e-17) tmp = Float64(1.0 + Float64(Float64(exp(Float64(x * Float64(-x))) * Float64(0.254829592 + Float64(Float64(1.0 / Float64(1.0 + Float64(x * 0.3275911))) * Float64(-0.284496736 + Float64(Float64(1.0 / t_0) * 1.029667143))))) * Float64(-1.0 / t_0))); elseif (x <= 1.08) tmp = Float64(1e-9 + Float64(Float64(x * Float64(x * -0.00011824294398844343)) + Float64(Float64(-0.37545125292247583 * (x ^ 3.0)) + Float64(x * 1.128386358070218)))); else tmp = 1.0; end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); tmp = 0.0; if (x <= -2.55e-17) tmp = 1.0 + ((exp((x * -x)) * (0.254829592 + ((1.0 / (1.0 + (x * 0.3275911))) * (-0.284496736 + ((1.0 / t_0) * 1.029667143))))) * (-1.0 / t_0)); elseif (x <= 1.08) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.55e-17], N[(1.0 + N[(N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(0.254829592 + N[(N[(1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-0.284496736 + N[(N[(1.0 / t$95$0), $MachinePrecision] * 1.029667143), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 1.08], 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], 1.0]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
\mathbf{if}\;x \leq -2.55 \cdot 10^{-17}:\\
\;\;\;\;1 + \left(e^{x \cdot \left(-x\right)} \cdot \left(0.254829592 + \frac{1}{1 + x \cdot 0.3275911} \cdot \left(-0.284496736 + \frac{1}{t_0} \cdot 1.029667143\right)\right)\right) \cdot \frac{-1}{t_0}\\
\mathbf{elif}\;x \leq 1.08:\\
\;\;\;\;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\\
\end{array}
\end{array}
if x < -2.5500000000000001e-17Initial program 98.3%
associate-*l*98.3%
Simplified98.3%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr98.3%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr96.3%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
Taylor expanded in x around 0 96.6%
expm1-log1p-u98.3%
expm1-udef98.3%
log1p-udef98.3%
+-commutative98.3%
fma-udef98.3%
add-exp-log98.3%
Applied egg-rr96.6%
fma-def98.3%
associate--l+98.3%
metadata-eval98.3%
+-rgt-identity98.3%
*-commutative98.3%
unpow198.3%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow96.3%
unpow196.3%
Simplified96.3%
if -2.5500000000000001e-17 < x < 1.0800000000000001Initial program 58.1%
associate-*l*58.1%
Simplified58.1%
expm1-log1p-u58.1%
expm1-udef58.1%
log1p-udef58.1%
+-commutative58.1%
fma-udef58.1%
add-exp-log58.1%
Applied egg-rr58.1%
fma-def58.1%
associate--l+58.1%
metadata-eval58.1%
+-rgt-identity58.1%
*-commutative58.1%
unpow158.1%
sqr-pow29.0%
fabs-sqr29.0%
sqr-pow58.1%
unpow158.1%
Simplified58.1%
Applied egg-rr58.1%
+-commutative58.1%
distribute-lft-neg-in58.1%
*-commutative58.1%
fma-def58.1%
Simplified58.1%
Taylor expanded in x around 0 99.2%
pow199.2%
pow299.2%
Applied egg-rr99.2%
unpow199.2%
associate-*r*99.2%
*-commutative99.2%
*-commutative99.2%
Simplified99.2%
if 1.0800000000000001 < x Initial program 100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
+-commutative100.0%
fma-udef100.0%
add-exp-log100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
*-commutative100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Taylor expanded in x around inf 100.0%
Final simplification98.6%
(FPCore (x)
:precision binary64
(if (<= x -9e-10)
1.0
(if (<= x 1.08)
(+
1e-9
(+
(* x (* x -0.00011824294398844343))
(+ (* -0.37545125292247583 (pow x 3.0)) (* x 1.128386358070218))))
1.0)))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 1.08) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * pow(x, 3.0)) + (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 <= 1.08d0) then
tmp = 1d-9 + ((x * (x * (-0.00011824294398844343d0))) + (((-0.37545125292247583d0) * (x ** 3.0d0)) + (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 <= 1.08) {
tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * Math.pow(x, 3.0)) + (x * 1.128386358070218)));
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -9e-10: tmp = 1.0 elif x <= 1.08: tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * math.pow(x, 3.0)) + (x * 1.128386358070218))) else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -9e-10) tmp = 1.0; elseif (x <= 1.08) tmp = Float64(1e-9 + Float64(Float64(x * Float64(x * -0.00011824294398844343)) + Float64(Float64(-0.37545125292247583 * (x ^ 3.0)) + 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 <= 1.08) tmp = 1e-9 + ((x * (x * -0.00011824294398844343)) + ((-0.37545125292247583 * (x ^ 3.0)) + (x * 1.128386358070218))); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -9e-10], 1.0, If[LessEqual[x, 1.08], 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], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 1.08:\\
\;\;\;\;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\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 1.0800000000000001 < x Initial program 99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
+-commutative99.9%
fma-udef99.9%
add-exp-log99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
*-commutative99.9%
unpow199.9%
sqr-pow46.0%
fabs-sqr46.0%
sqr-pow99.1%
unpow199.1%
Simplified99.0%
Taylor expanded in x around inf 99.0%
if -8.9999999999999999e-10 < x < 1.0800000000000001Initial program 58.1%
associate-*l*58.1%
Simplified58.1%
expm1-log1p-u58.1%
expm1-udef58.1%
log1p-udef58.1%
+-commutative58.1%
fma-udef58.1%
add-exp-log58.1%
Applied egg-rr58.1%
fma-def58.1%
associate--l+58.1%
metadata-eval58.1%
+-rgt-identity58.1%
*-commutative58.1%
unpow158.1%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.8%
unpow157.8%
Simplified57.8%
Applied egg-rr57.8%
+-commutative57.8%
distribute-lft-neg-in57.8%
*-commutative57.8%
fma-def57.8%
Simplified57.8%
Taylor expanded in x around 0 98.3%
pow198.3%
pow298.3%
Applied egg-rr98.3%
unpow198.3%
associate-*r*98.3%
*-commutative98.3%
*-commutative98.3%
Simplified98.3%
Final simplification98.6%
(FPCore (x)
:precision binary64
(if (<= x -9e-10)
1.0
(if (<= x 0.89)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
1.0)))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.89) {
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 <= (-9d-10)) then
tmp = 1.0d0
else if (x <= 0.89d0) 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 <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.89) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = 1.0;
}
return tmp;
}
def code(x): tmp = 0 if x <= -9e-10: tmp = 1.0 elif x <= 0.89: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = 1.0 return tmp
function code(x) tmp = 0.0 if (x <= -9e-10) tmp = 1.0; elseif (x <= 0.89) 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 <= -9e-10) tmp = 1.0; elseif (x <= 0.89) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = 1.0; end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -9e-10], 1.0, If[LessEqual[x, 0.89], 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 -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.89:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.890000000000000013 < x Initial program 99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
+-commutative99.9%
fma-udef99.9%
add-exp-log99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
*-commutative99.9%
unpow199.9%
sqr-pow46.0%
fabs-sqr46.0%
sqr-pow99.1%
unpow199.1%
Simplified99.0%
Taylor expanded in x around inf 99.0%
if -8.9999999999999999e-10 < x < 0.890000000000000013Initial program 58.1%
associate-*l*58.1%
Simplified58.1%
expm1-log1p-u58.1%
expm1-udef58.1%
log1p-udef58.1%
+-commutative58.1%
fma-udef58.1%
add-exp-log58.1%
Applied egg-rr58.1%
fma-def58.1%
associate--l+58.1%
metadata-eval58.1%
+-rgt-identity58.1%
*-commutative58.1%
unpow158.1%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.8%
unpow157.8%
Simplified57.8%
Applied egg-rr57.8%
+-commutative57.8%
distribute-lft-neg-in57.8%
*-commutative57.8%
fma-def57.8%
Simplified57.8%
Taylor expanded in x around 0 98.3%
Taylor expanded in x around 0 98.1%
+-commutative98.1%
unpow298.1%
associate-*r*98.1%
distribute-rgt-out98.1%
*-commutative98.1%
Simplified98.1%
Final simplification98.5%
(FPCore (x) :precision binary64 (if (<= x -9e-10) 1.0 (if (<= x 0.89) (+ 1e-9 (* x 1.128386358070218)) 1.0)))
double code(double x) {
double tmp;
if (x <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.89) {
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 <= (-9d-10)) then
tmp = 1.0d0
else if (x <= 0.89d0) 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 <= -9e-10) {
tmp = 1.0;
} else if (x <= 0.89) {
tmp = 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 <= 0.89: tmp = 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 <= 0.89) 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 <= -9e-10) tmp = 1.0; elseif (x <= 0.89) tmp = 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, 0.89], N[(1e-9 + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision], 1.0]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -9 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.89:\\
\;\;\;\;10^{-9} + x \cdot 1.128386358070218\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.9999999999999999e-10 or 0.890000000000000013 < x Initial program 99.9%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
+-commutative99.9%
fma-udef99.9%
add-exp-log99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
*-commutative99.9%
unpow199.9%
sqr-pow46.0%
fabs-sqr46.0%
sqr-pow99.1%
unpow199.1%
Simplified99.0%
Taylor expanded in x around inf 99.0%
if -8.9999999999999999e-10 < x < 0.890000000000000013Initial program 58.1%
associate-*l*58.1%
Simplified58.1%
expm1-log1p-u58.1%
expm1-udef58.1%
log1p-udef58.1%
+-commutative58.1%
fma-udef58.1%
add-exp-log58.1%
Applied egg-rr58.1%
fma-def58.1%
associate--l+58.1%
metadata-eval58.1%
+-rgt-identity58.1%
*-commutative58.1%
unpow158.1%
sqr-pow28.6%
fabs-sqr28.6%
sqr-pow57.8%
unpow157.8%
Simplified57.8%
Applied egg-rr57.8%
+-commutative57.8%
distribute-lft-neg-in57.8%
*-commutative57.8%
fma-def57.8%
Simplified57.8%
Taylor expanded in x around 0 98.0%
*-commutative98.0%
Simplified98.0%
Final simplification98.5%
(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%
expm1-log1p-u99.9%
expm1-udef99.9%
log1p-udef99.9%
+-commutative99.9%
fma-udef99.9%
add-exp-log99.9%
Applied egg-rr99.9%
fma-def99.9%
associate--l+99.9%
metadata-eval99.9%
+-rgt-identity99.9%
*-commutative99.9%
unpow199.9%
sqr-pow46.5%
fabs-sqr46.5%
sqr-pow99.1%
unpow199.1%
Simplified99.0%
Taylor expanded in x around inf 98.3%
if -2.79999999999999996e-5 < x < 2.79999999999999996e-5Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
expm1-log1p-u57.8%
expm1-udef57.8%
log1p-udef57.8%
+-commutative57.8%
fma-udef57.8%
add-exp-log57.8%
Applied egg-rr57.8%
fma-def57.8%
associate--l+57.8%
metadata-eval57.8%
+-rgt-identity57.8%
*-commutative57.8%
unpow157.8%
sqr-pow28.2%
fabs-sqr28.2%
sqr-pow57.6%
unpow157.6%
Simplified57.6%
Applied egg-rr57.5%
+-commutative57.5%
distribute-lft-neg-in57.5%
*-commutative57.5%
fma-def57.5%
Simplified57.5%
Taylor expanded in x around 0 97.7%
Final simplification98.0%
(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 76.5%
associate-*l*76.5%
Simplified76.5%
expm1-log1p-u76.5%
expm1-udef76.5%
log1p-udef76.5%
+-commutative76.5%
fma-udef76.5%
add-exp-log76.5%
Applied egg-rr76.5%
fma-def76.5%
associate--l+76.5%
metadata-eval76.5%
+-rgt-identity76.5%
*-commutative76.5%
unpow176.5%
sqr-pow36.3%
fabs-sqr36.3%
sqr-pow76.0%
unpow176.0%
Simplified76.0%
Applied egg-rr75.9%
+-commutative75.9%
distribute-lft-neg-in75.9%
*-commutative75.9%
fma-def75.9%
Simplified75.9%
Taylor expanded in x around 0 59.1%
Final simplification59.1%
herbie shell --seed 2023182
(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)))))))