
(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 14 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))
(t_2 (+ 1.0 (* x 0.3275911)))
(t_3 (exp (* x (- x)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_1
(*
t_3
(-
(*
(-
-0.284496736
(*
t_1
(+
(* t_1 1.453152027)
(- (* 1.061405429 (/ -1.0 (pow t_0 2.0))) 1.421413741))))
(/ -1.0 t_0))
0.254829592))))
(if (<= x 0.0006)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(+
1.0
(*
t_1
(*
t_3
(-
(*
(+
-0.284496736
(*
t_1
(+
1.421413741
(* (/ 1.0 t_2) (+ -1.453152027 (/ 1.061405429 t_0))))))
(/ -1.0 t_2))
0.254829592))))))))
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 + (x * 0.3275911);
double t_3 = exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 - (t_1 * ((t_1 * 1.453152027) + ((1.061405429 * (-1.0 / pow(t_0, 2.0))) - 1.421413741)))) * (-1.0 / t_0)) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592)));
}
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 = 1.0d0 + (x * 0.3275911d0)
t_3 = exp((x * -x))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_1 * (t_3 * ((((-0.284496736d0) - (t_1 * ((t_1 * 1.453152027d0) + ((1.061405429d0 * ((-1.0d0) / (t_0 ** 2.0d0))) - 1.421413741d0)))) * ((-1.0d0) / t_0)) - 0.254829592d0)))
else if (x <= 0.0006d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = 1.0d0 + (t_1 * (t_3 * ((((-0.284496736d0) + (t_1 * (1.421413741d0 + ((1.0d0 / t_2) * ((-1.453152027d0) + (1.061405429d0 / t_0)))))) * ((-1.0d0) / t_2)) - 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 t_2 = 1.0 + (x * 0.3275911);
double t_3 = Math.exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 - (t_1 * ((t_1 * 1.453152027) + ((1.061405429 * (-1.0 / Math.pow(t_0, 2.0))) - 1.421413741)))) * (-1.0 / t_0)) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592)));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 t_2 = 1.0 + (x * 0.3275911) t_3 = math.exp((x * -x)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 - (t_1 * ((t_1 * 1.453152027) + ((1.061405429 * (-1.0 / math.pow(t_0, 2.0))) - 1.421413741)))) * (-1.0 / t_0)) - 0.254829592))) elif x <= 0.0006: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592))) 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 + Float64(x * 0.3275911)) t_3 = exp(Float64(x * Float64(-x))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_1 * Float64(t_3 * Float64(Float64(Float64(-0.284496736 - Float64(t_1 * Float64(Float64(t_1 * 1.453152027) + Float64(Float64(1.061405429 * Float64(-1.0 / (t_0 ^ 2.0))) - 1.421413741)))) * Float64(-1.0 / t_0)) - 0.254829592)))); elseif (x <= 0.0006) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = Float64(1.0 + Float64(t_1 * Float64(t_3 * Float64(Float64(Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(Float64(1.0 / t_2) * Float64(-1.453152027 + Float64(1.061405429 / t_0)))))) * Float64(-1.0 / t_2)) - 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; t_2 = 1.0 + (x * 0.3275911); t_3 = exp((x * -x)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 - (t_1 * ((t_1 * 1.453152027) + ((1.061405429 * (-1.0 / (t_0 ^ 2.0))) - 1.421413741)))) * (-1.0 / t_0)) - 0.254829592))); elseif (x <= 0.0006) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 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]}, Block[{t$95$2 = N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$1 * N[(t$95$3 * N[(N[(N[(-0.284496736 - N[(t$95$1 * N[(N[(t$95$1 * 1.453152027), $MachinePrecision] + N[(N[(1.061405429 * N[(-1.0 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.0006], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$1 * N[(t$95$3 * N[(N[(N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(N[(1.0 / t$95$2), $MachinePrecision] * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$2), $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}\\
t_2 := 1 + x \cdot 0.3275911\\
t_3 := e^{x \cdot \left(-x\right)}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_1 \cdot \left(t_3 \cdot \left(\left(-0.284496736 - t_1 \cdot \left(t_1 \cdot 1.453152027 + \left(1.061405429 \cdot \frac{-1}{{t_0}^{2}} - 1.421413741\right)\right)\right) \cdot \frac{-1}{t_0} - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.0006:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 + t_1 \cdot \left(t_3 \cdot \left(\left(-0.284496736 + t_1 \cdot \left(1.421413741 + \frac{1}{t_2} \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right) \cdot \frac{-1}{t_2} - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 96.0%
associate-*l*96.0%
Simplified96.0%
Taylor expanded in x around 0 96.1%
if -2.4999999999999999e-17 < x < 5.99999999999999947e-4Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
associate-*l/58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.8%
if 5.99999999999999947e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
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%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (* (fabs x) 0.3275911))
(t_1 (+ 1.0 t_0))
(t_2 (/ -1.0 t_1))
(t_3 (/ 1.0 t_1)))
(if (<= (fabs x) 4e-18)
(+ 1e-9 (* x 1.128386358070218))
(+
1.0
(*
t_3
(*
(exp (* x (- x)))
(-
(*
t_3
(-
(*
(+
(+ 1.421413741 (* 1.061405429 (exp (* (log1p t_0) -2.0))))
(* 1.453152027 t_2))
t_2)
-0.284496736))
0.254829592)))))))
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 t_3 = 1.0 / t_1;
double tmp;
if (fabs(x) <= 4e-18) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0 + (t_3 * (exp((x * -x)) * ((t_3 * ((((1.421413741 + (1.061405429 * exp((log1p(t_0) * -2.0)))) + (1.453152027 * t_2)) * t_2) - -0.284496736)) - 0.254829592)));
}
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 t_3 = 1.0 / t_1;
double tmp;
if (Math.abs(x) <= 4e-18) {
tmp = 1e-9 + (x * 1.128386358070218);
} else {
tmp = 1.0 + (t_3 * (Math.exp((x * -x)) * ((t_3 * ((((1.421413741 + (1.061405429 * Math.exp((Math.log1p(t_0) * -2.0)))) + (1.453152027 * t_2)) * t_2) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
def code(x): t_0 = math.fabs(x) * 0.3275911 t_1 = 1.0 + t_0 t_2 = -1.0 / t_1 t_3 = 1.0 / t_1 tmp = 0 if math.fabs(x) <= 4e-18: tmp = 1e-9 + (x * 1.128386358070218) else: tmp = 1.0 + (t_3 * (math.exp((x * -x)) * ((t_3 * ((((1.421413741 + (1.061405429 * math.exp((math.log1p(t_0) * -2.0)))) + (1.453152027 * t_2)) * t_2) - -0.284496736)) - 0.254829592))) 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) t_3 = Float64(1.0 / t_1) tmp = 0.0 if (abs(x) <= 4e-18) tmp = Float64(1e-9 + Float64(x * 1.128386358070218)); else tmp = Float64(1.0 + Float64(t_3 * Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(t_3 * Float64(Float64(Float64(Float64(1.421413741 + Float64(1.061405429 * exp(Float64(log1p(t_0) * -2.0)))) + Float64(1.453152027 * t_2)) * t_2) - -0.284496736)) - 0.254829592)))); 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]}, Block[{t$95$3 = N[(1.0 / t$95$1), $MachinePrecision]}, If[LessEqual[N[Abs[x], $MachinePrecision], 4e-18], N[(1e-9 + N[(x * 1.128386358070218), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$3 * N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(t$95$3 * N[(N[(N[(N[(1.421413741 + N[(1.061405429 * N[Exp[N[(N[Log[1 + t$95$0], $MachinePrecision] * -2.0), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] + N[(1.453152027 * t$95$2), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $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}\\
t_3 := \frac{1}{t_1}\\
\mathbf{if}\;\left|x\right| \leq 4 \cdot 10^{-18}:\\
\;\;\;\;10^{-9} + x \cdot 1.128386358070218\\
\mathbf{else}:\\
\;\;\;\;1 + t_3 \cdot \left(e^{x \cdot \left(-x\right)} \cdot \left(t_3 \cdot \left(\left(\left(1.421413741 + 1.061405429 \cdot e^{\mathsf{log1p}\left(t_0\right) \cdot -2}\right) + 1.453152027 \cdot t_2\right) \cdot t_2 - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if (fabs.f64 x) < 4.0000000000000003e-18Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.8%
distribute-neg-frac57.8%
Simplified57.8%
Taylor expanded in x around 0 99.8%
*-commutative99.8%
Simplified99.8%
if 4.0000000000000003e-18 < (fabs.f64 x) Initial program 97.5%
associate-*l*97.5%
Simplified97.5%
Taylor expanded in x around 0 97.6%
fma-def97.6%
pow-flip97.6%
pow-to-exp97.6%
fma-def97.6%
+-commutative97.6%
log1p-udef97.8%
metadata-eval97.8%
Applied egg-rr97.8%
Final simplification98.7%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (+ -1.453152027 (/ 1.061405429 t_0)))
(t_2 (/ 1.0 t_0))
(t_3 (+ 1.0 (* x 0.3275911)))
(t_4 (exp (* x (- x)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_2
(*
t_4
(-
(* t_2 (- (* t_2 (- (* t_1 (/ -1.0 t_0)) 1.421413741)) -0.284496736))
0.254829592))))
(if (<= x 0.0006)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(+
1.0
(*
t_2
(*
t_4
(-
(*
(+ -0.284496736 (* t_2 (+ 1.421413741 (* (/ 1.0 t_3) t_1))))
(/ -1.0 t_3))
0.254829592))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = -1.453152027 + (1.061405429 / t_0);
double t_2 = 1.0 / t_0;
double t_3 = 1.0 + (x * 0.3275911);
double t_4 = exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (t_4 * ((t_2 * ((t_2 * ((t_1 * (-1.0 / t_0)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = 1.0 + (t_2 * (t_4 * (((-0.284496736 + (t_2 * (1.421413741 + ((1.0 / t_3) * t_1)))) * (-1.0 / t_3)) - 0.254829592)));
}
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 = (-1.453152027d0) + (1.061405429d0 / t_0)
t_2 = 1.0d0 / t_0
t_3 = 1.0d0 + (x * 0.3275911d0)
t_4 = exp((x * -x))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_2 * (t_4 * ((t_2 * ((t_2 * ((t_1 * ((-1.0d0) / t_0)) - 1.421413741d0)) - (-0.284496736d0))) - 0.254829592d0)))
else if (x <= 0.0006d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = 1.0d0 + (t_2 * (t_4 * ((((-0.284496736d0) + (t_2 * (1.421413741d0 + ((1.0d0 / t_3) * t_1)))) * ((-1.0d0) / t_3)) - 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 = -1.453152027 + (1.061405429 / t_0);
double t_2 = 1.0 / t_0;
double t_3 = 1.0 + (x * 0.3275911);
double t_4 = Math.exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (t_4 * ((t_2 * ((t_2 * ((t_1 * (-1.0 / t_0)) - 1.421413741)) - -0.284496736)) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = 1.0 + (t_2 * (t_4 * (((-0.284496736 + (t_2 * (1.421413741 + ((1.0 / t_3) * t_1)))) * (-1.0 / t_3)) - 0.254829592)));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = -1.453152027 + (1.061405429 / t_0) t_2 = 1.0 / t_0 t_3 = 1.0 + (x * 0.3275911) t_4 = math.exp((x * -x)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_2 * (t_4 * ((t_2 * ((t_2 * ((t_1 * (-1.0 / t_0)) - 1.421413741)) - -0.284496736)) - 0.254829592))) elif x <= 0.0006: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = 1.0 + (t_2 * (t_4 * (((-0.284496736 + (t_2 * (1.421413741 + ((1.0 / t_3) * t_1)))) * (-1.0 / t_3)) - 0.254829592))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(-1.453152027 + Float64(1.061405429 / t_0)) t_2 = Float64(1.0 / t_0) t_3 = Float64(1.0 + Float64(x * 0.3275911)) t_4 = exp(Float64(x * Float64(-x))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_2 * Float64(t_4 * Float64(Float64(t_2 * Float64(Float64(t_2 * Float64(Float64(t_1 * Float64(-1.0 / t_0)) - 1.421413741)) - -0.284496736)) - 0.254829592)))); elseif (x <= 0.0006) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = Float64(1.0 + Float64(t_2 * Float64(t_4 * Float64(Float64(Float64(-0.284496736 + Float64(t_2 * Float64(1.421413741 + Float64(Float64(1.0 / t_3) * t_1)))) * Float64(-1.0 / t_3)) - 0.254829592)))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = -1.453152027 + (1.061405429 / t_0); t_2 = 1.0 / t_0; t_3 = 1.0 + (x * 0.3275911); t_4 = exp((x * -x)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_2 * (t_4 * ((t_2 * ((t_2 * ((t_1 * (-1.0 / t_0)) - 1.421413741)) - -0.284496736)) - 0.254829592))); elseif (x <= 0.0006) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = 1.0 + (t_2 * (t_4 * (((-0.284496736 + (t_2 * (1.421413741 + ((1.0 / t_3) * t_1)))) * (-1.0 / t_3)) - 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[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(1.0 / t$95$0), $MachinePrecision]}, Block[{t$95$3 = N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$2 * N[(t$95$4 * N[(N[(t$95$2 * N[(N[(t$95$2 * N[(N[(t$95$1 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision] - 1.421413741), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.0006], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$2 * N[(t$95$4 * N[(N[(N[(-0.284496736 + N[(t$95$2 * N[(1.421413741 + N[(N[(1.0 / t$95$3), $MachinePrecision] * t$95$1), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$3), $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 := -1.453152027 + \frac{1.061405429}{t_0}\\
t_2 := \frac{1}{t_0}\\
t_3 := 1 + x \cdot 0.3275911\\
t_4 := e^{x \cdot \left(-x\right)}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_2 \cdot \left(t_4 \cdot \left(t_2 \cdot \left(t_2 \cdot \left(t_1 \cdot \frac{-1}{t_0} - 1.421413741\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.0006:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 + t_2 \cdot \left(t_4 \cdot \left(\left(-0.284496736 + t_2 \cdot \left(1.421413741 + \frac{1}{t_3} \cdot t_1\right)\right) \cdot \frac{-1}{t_3} - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 96.0%
associate-*l*96.0%
Simplified96.0%
if -2.4999999999999999e-17 < x < 5.99999999999999947e-4Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
associate-*l/58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.8%
if 5.99999999999999947e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
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%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification98.8%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 t_0))
(t_2 (+ 1.0 (* x 0.3275911)))
(t_3 (exp (* x (- x)))))
(if (<= x -2.45e-17)
(+
1.0
(*
t_1
(*
t_3
(-
(/
(+
(+ 0.284496736 (* t_1 0.031738286))
(* 1.061405429 (/ -1.0 (pow t_0 2.0))))
t_0)
0.254829592))))
(if (<= x 0.0006)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(+
1.0
(*
t_1
(*
t_3
(-
(*
(+
-0.284496736
(*
t_1
(+
1.421413741
(* (/ 1.0 t_2) (+ -1.453152027 (/ 1.061405429 t_0))))))
(/ -1.0 t_2))
0.254829592))))))))
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 + (x * 0.3275911);
double t_3 = exp((x * -x));
double tmp;
if (x <= -2.45e-17) {
tmp = 1.0 + (t_1 * (t_3 * ((((0.284496736 + (t_1 * 0.031738286)) + (1.061405429 * (-1.0 / pow(t_0, 2.0)))) / t_0) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592)));
}
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 = 1.0d0 + (x * 0.3275911d0)
t_3 = exp((x * -x))
if (x <= (-2.45d-17)) then
tmp = 1.0d0 + (t_1 * (t_3 * ((((0.284496736d0 + (t_1 * 0.031738286d0)) + (1.061405429d0 * ((-1.0d0) / (t_0 ** 2.0d0)))) / t_0) - 0.254829592d0)))
else if (x <= 0.0006d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = 1.0d0 + (t_1 * (t_3 * ((((-0.284496736d0) + (t_1 * (1.421413741d0 + ((1.0d0 / t_2) * ((-1.453152027d0) + (1.061405429d0 / t_0)))))) * ((-1.0d0) / t_2)) - 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 t_2 = 1.0 + (x * 0.3275911);
double t_3 = Math.exp((x * -x));
double tmp;
if (x <= -2.45e-17) {
tmp = 1.0 + (t_1 * (t_3 * ((((0.284496736 + (t_1 * 0.031738286)) + (1.061405429 * (-1.0 / Math.pow(t_0, 2.0)))) / t_0) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592)));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 t_2 = 1.0 + (x * 0.3275911) t_3 = math.exp((x * -x)) tmp = 0 if x <= -2.45e-17: tmp = 1.0 + (t_1 * (t_3 * ((((0.284496736 + (t_1 * 0.031738286)) + (1.061405429 * (-1.0 / math.pow(t_0, 2.0)))) / t_0) - 0.254829592))) elif x <= 0.0006: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592))) 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 + Float64(x * 0.3275911)) t_3 = exp(Float64(x * Float64(-x))) tmp = 0.0 if (x <= -2.45e-17) tmp = Float64(1.0 + Float64(t_1 * Float64(t_3 * Float64(Float64(Float64(Float64(0.284496736 + Float64(t_1 * 0.031738286)) + Float64(1.061405429 * Float64(-1.0 / (t_0 ^ 2.0)))) / t_0) - 0.254829592)))); elseif (x <= 0.0006) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = Float64(1.0 + Float64(t_1 * Float64(t_3 * Float64(Float64(Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(Float64(1.0 / t_2) * Float64(-1.453152027 + Float64(1.061405429 / t_0)))))) * Float64(-1.0 / t_2)) - 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; t_2 = 1.0 + (x * 0.3275911); t_3 = exp((x * -x)); tmp = 0.0; if (x <= -2.45e-17) tmp = 1.0 + (t_1 * (t_3 * ((((0.284496736 + (t_1 * 0.031738286)) + (1.061405429 * (-1.0 / (t_0 ^ 2.0)))) / t_0) - 0.254829592))); elseif (x <= 0.0006) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = 1.0 + (t_1 * (t_3 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 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]}, Block[{t$95$2 = N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, -2.45e-17], N[(1.0 + N[(t$95$1 * N[(t$95$3 * N[(N[(N[(N[(0.284496736 + N[(t$95$1 * 0.031738286), $MachinePrecision]), $MachinePrecision] + N[(1.061405429 * N[(-1.0 / N[Power[t$95$0, 2.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.0006], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$1 * N[(t$95$3 * N[(N[(N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(N[(1.0 / t$95$2), $MachinePrecision] * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$2), $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}\\
t_2 := 1 + x \cdot 0.3275911\\
t_3 := e^{x \cdot \left(-x\right)}\\
\mathbf{if}\;x \leq -2.45 \cdot 10^{-17}:\\
\;\;\;\;1 + t_1 \cdot \left(t_3 \cdot \left(\frac{\left(0.284496736 + t_1 \cdot 0.031738286\right) + 1.061405429 \cdot \frac{-1}{{t_0}^{2}}}{t_0} - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.0006:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 + t_1 \cdot \left(t_3 \cdot \left(\left(-0.284496736 + t_1 \cdot \left(1.421413741 + \frac{1}{t_2} \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right) \cdot \frac{-1}{t_2} - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.45000000000000006e-17Initial program 96.0%
associate-*l*96.0%
Simplified96.0%
expm1-log1p-u96.0%
expm1-udef96.0%
log1p-udef96.0%
add-exp-log96.0%
+-commutative96.0%
fma-udef96.0%
Applied egg-rr96.0%
fma-def96.0%
associate--l+96.0%
metadata-eval96.0%
+-rgt-identity96.0%
unpow196.0%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow93.6%
unpow193.6%
Simplified93.6%
Taylor expanded in x around 0 93.7%
Taylor expanded in x around inf 93.8%
if -2.45000000000000006e-17 < x < 5.99999999999999947e-4Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
associate-*l/58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.8%
if 5.99999999999999947e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
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%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification98.2%
(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 (/ 1.061405429 t_0))
(t_4 (+ 1.0 (* x 0.3275911))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_1
(*
t_2
(- (* t_1 (- (* t_1 (- 0.031738286 t_3)) -0.284496736)) 0.254829592))))
(if (<= x 0.0006)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(+
1.0
(*
t_1
(*
t_2
(-
(*
(+
-0.284496736
(* t_1 (+ 1.421413741 (* (/ 1.0 t_4) (+ -1.453152027 t_3)))))
(/ -1.0 t_4))
0.254829592))))))))
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 = 1.061405429 / t_0;
double t_4 = 1.0 + (x * 0.3275911);
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * (t_2 * ((t_1 * ((t_1 * (0.031738286 - t_3)) - -0.284496736)) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (t_2 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_4) * (-1.453152027 + t_3))))) * (-1.0 / t_4)) - 0.254829592)));
}
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 = 1.061405429d0 / t_0
t_4 = 1.0d0 + (x * 0.3275911d0)
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_1 * (t_2 * ((t_1 * ((t_1 * (0.031738286d0 - t_3)) - (-0.284496736d0))) - 0.254829592d0)))
else if (x <= 0.0006d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = 1.0d0 + (t_1 * (t_2 * ((((-0.284496736d0) + (t_1 * (1.421413741d0 + ((1.0d0 / t_4) * ((-1.453152027d0) + t_3))))) * ((-1.0d0) / t_4)) - 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 t_2 = Math.exp((x * -x));
double t_3 = 1.061405429 / t_0;
double t_4 = 1.0 + (x * 0.3275911);
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_1 * (t_2 * ((t_1 * ((t_1 * (0.031738286 - t_3)) - -0.284496736)) - 0.254829592)));
} else if (x <= 0.0006) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (t_2 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_4) * (-1.453152027 + t_3))))) * (-1.0 / t_4)) - 0.254829592)));
}
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 = 1.061405429 / t_0 t_4 = 1.0 + (x * 0.3275911) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_1 * (t_2 * ((t_1 * ((t_1 * (0.031738286 - t_3)) - -0.284496736)) - 0.254829592))) elif x <= 0.0006: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = 1.0 + (t_1 * (t_2 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_4) * (-1.453152027 + t_3))))) * (-1.0 / t_4)) - 0.254829592))) 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(x * Float64(-x))) t_3 = Float64(1.061405429 / t_0) t_4 = 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(Float64(t_1 * Float64(Float64(t_1 * Float64(0.031738286 - t_3)) - -0.284496736)) - 0.254829592)))); elseif (x <= 0.0006) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = Float64(1.0 + Float64(t_1 * Float64(t_2 * Float64(Float64(Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(Float64(1.0 / t_4) * Float64(-1.453152027 + t_3))))) * Float64(-1.0 / t_4)) - 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; t_2 = exp((x * -x)); t_3 = 1.061405429 / t_0; t_4 = 1.0 + (x * 0.3275911); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_1 * (t_2 * ((t_1 * ((t_1 * (0.031738286 - t_3)) - -0.284496736)) - 0.254829592))); elseif (x <= 0.0006) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = 1.0 + (t_1 * (t_2 * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_4) * (-1.453152027 + t_3))))) * (-1.0 / t_4)) - 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]}, Block[{t$95$2 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, Block[{t$95$3 = N[(1.061405429 / t$95$0), $MachinePrecision]}, Block[{t$95$4 = N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$1 * N[(t$95$2 * N[(N[(t$95$1 * N[(N[(t$95$1 * N[(0.031738286 - t$95$3), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.0006], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$1 * N[(t$95$2 * N[(N[(N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(N[(1.0 / t$95$4), $MachinePrecision] * N[(-1.453152027 + t$95$3), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$4), $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}\\
t_2 := e^{x \cdot \left(-x\right)}\\
t_3 := \frac{1.061405429}{t_0}\\
t_4 := 1 + x \cdot 0.3275911\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_1 \cdot \left(t_2 \cdot \left(t_1 \cdot \left(t_1 \cdot \left(0.031738286 - t_3\right) - -0.284496736\right) - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.0006:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 + t_1 \cdot \left(t_2 \cdot \left(\left(-0.284496736 + t_1 \cdot \left(1.421413741 + \frac{1}{t_4} \cdot \left(-1.453152027 + t_3\right)\right)\right) \cdot \frac{-1}{t_4} - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 96.0%
associate-*l*96.0%
Simplified96.0%
expm1-log1p-u96.0%
expm1-udef96.0%
log1p-udef96.0%
add-exp-log96.0%
+-commutative96.0%
fma-udef96.0%
Applied egg-rr96.0%
fma-def96.0%
associate--l+96.0%
metadata-eval96.0%
+-rgt-identity96.0%
unpow196.0%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow93.6%
unpow193.6%
Simplified93.6%
Taylor expanded in x around 0 93.7%
Taylor expanded in x around 0 93.7%
if -2.4999999999999999e-17 < x < 5.99999999999999947e-4Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
associate-*l/58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.8%
if 5.99999999999999947e-4 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
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%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Final simplification98.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911)))
(t_1 (/ 1.0 t_0))
(t_2 (+ 1.0 (* x 0.3275911))))
(if (or (<= x -2.5e-17) (not (<= x 0.0006)))
(+
1.0
(*
t_1
(*
(exp (* x (- x)))
(-
(*
(+
-0.284496736
(*
t_1
(+
1.421413741
(* (/ 1.0 t_2) (+ -1.453152027 (/ 1.061405429 t_0))))))
(/ -1.0 t_2))
0.254829592))))
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0))))))))
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 + (x * 0.3275911);
double tmp;
if ((x <= -2.5e-17) || !(x <= 0.0006)) {
tmp = 1.0 + (t_1 * (exp((x * -x)) * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592)));
} else {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
}
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) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
t_2 = 1.0d0 + (x * 0.3275911d0)
if ((x <= (-2.5d-17)) .or. (.not. (x <= 0.0006d0))) then
tmp = 1.0d0 + (t_1 * (exp((x * -x)) * ((((-0.284496736d0) + (t_1 * (1.421413741d0 + ((1.0d0 / t_2) * ((-1.453152027d0) + (1.061405429d0 / t_0)))))) * ((-1.0d0) / t_2)) - 0.254829592d0)))
else
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
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 + (x * 0.3275911);
double tmp;
if ((x <= -2.5e-17) || !(x <= 0.0006)) {
tmp = 1.0 + (t_1 * (Math.exp((x * -x)) * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592)));
} else {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 t_2 = 1.0 + (x * 0.3275911) tmp = 0 if (x <= -2.5e-17) or not (x <= 0.0006): tmp = 1.0 + (t_1 * (math.exp((x * -x)) * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592))) else: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) 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 + Float64(x * 0.3275911)) tmp = 0.0 if ((x <= -2.5e-17) || !(x <= 0.0006)) tmp = Float64(1.0 + Float64(t_1 * Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(Float64(-0.284496736 + Float64(t_1 * Float64(1.421413741 + Float64(Float64(1.0 / t_2) * Float64(-1.453152027 + Float64(1.061405429 / t_0)))))) * Float64(-1.0 / t_2)) - 0.254829592)))); else tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); 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 + (x * 0.3275911); tmp = 0.0; if ((x <= -2.5e-17) || ~((x <= 0.0006))) tmp = 1.0 + (t_1 * (exp((x * -x)) * (((-0.284496736 + (t_1 * (1.421413741 + ((1.0 / t_2) * (-1.453152027 + (1.061405429 / t_0)))))) * (-1.0 / t_2)) - 0.254829592))); else tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); 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 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]}, If[Or[LessEqual[x, -2.5e-17], N[Not[LessEqual[x, 0.0006]], $MachinePrecision]], N[(1.0 + N[(t$95$1 * N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(N[(-0.284496736 + N[(t$95$1 * N[(1.421413741 + N[(N[(1.0 / t$95$2), $MachinePrecision] * N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / t$95$2), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $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 := 1 + x \cdot 0.3275911\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17} \lor \neg \left(x \leq 0.0006\right):\\
\;\;\;\;1 + t_1 \cdot \left(e^{x \cdot \left(-x\right)} \cdot \left(\left(-0.284496736 + t_1 \cdot \left(1.421413741 + \frac{1}{t_2} \cdot \left(-1.453152027 + \frac{1.061405429}{t_0}\right)\right)\right) \cdot \frac{-1}{t_2} - 0.254829592\right)\right)\\
\mathbf{else}:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17 or 5.99999999999999947e-4 < x Initial program 97.9%
associate-*l*97.9%
Simplified97.9%
expm1-log1p-u97.9%
expm1-udef97.9%
log1p-udef97.9%
add-exp-log97.9%
+-commutative97.9%
fma-udef97.9%
Applied egg-rr97.9%
fma-def97.9%
associate--l+97.9%
metadata-eval97.9%
+-rgt-identity97.9%
unpow197.9%
sqr-pow47.8%
fabs-sqr47.8%
sqr-pow96.7%
unpow196.7%
Simplified96.7%
expm1-log1p-u97.9%
expm1-udef97.9%
log1p-udef97.9%
add-exp-log97.9%
+-commutative97.9%
fma-udef97.9%
Applied egg-rr96.7%
fma-def97.9%
associate--l+97.9%
metadata-eval97.9%
+-rgt-identity97.9%
unpow197.9%
sqr-pow47.8%
fabs-sqr47.8%
sqr-pow96.7%
unpow196.7%
Simplified96.6%
if -2.4999999999999999e-17 < x < 5.99999999999999947e-4Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
associate-*l/58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.8%
Final simplification98.1%
(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))
(t_3 (exp (* x (- x)))))
(if (<= x -2.5e-17)
(+
1.0
(*
t_2
(*
t_3
(-
(*
(+ -0.284496736 (* t_1 (- 0.031738286 (* t_2 1.061405429))))
(/ -1.0 (+ 1.0 (* x 0.3275911))))
0.254829592))))
(if (<= x 0.98)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(+
1.0
(*
t_2
(*
t_3
(- (* t_2 (- (* 1.421413741 t_1) -0.284496736)) 0.254829592))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = -1.0 / t_0;
double t_2 = 1.0 / t_0;
double t_3 = exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (t_3 * (((-0.284496736 + (t_1 * (0.031738286 - (t_2 * 1.061405429)))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592)));
} else if (x <= 0.98) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = 1.0 + (t_2 * (t_3 * ((t_2 * ((1.421413741 * t_1) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: 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 = 1.0d0 / t_0
t_3 = exp((x * -x))
if (x <= (-2.5d-17)) then
tmp = 1.0d0 + (t_2 * (t_3 * ((((-0.284496736d0) + (t_1 * (0.031738286d0 - (t_2 * 1.061405429d0)))) * ((-1.0d0) / (1.0d0 + (x * 0.3275911d0)))) - 0.254829592d0)))
else if (x <= 0.98d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = 1.0d0 + (t_2 * (t_3 * ((t_2 * ((1.421413741d0 * t_1) - (-0.284496736d0))) - 0.254829592d0)))
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double t_1 = -1.0 / t_0;
double t_2 = 1.0 / t_0;
double t_3 = Math.exp((x * -x));
double tmp;
if (x <= -2.5e-17) {
tmp = 1.0 + (t_2 * (t_3 * (((-0.284496736 + (t_1 * (0.031738286 - (t_2 * 1.061405429)))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592)));
} else if (x <= 0.98) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = 1.0 + (t_2 * (t_3 * ((t_2 * ((1.421413741 * t_1) - -0.284496736)) - 0.254829592)));
}
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 t_3 = math.exp((x * -x)) tmp = 0 if x <= -2.5e-17: tmp = 1.0 + (t_2 * (t_3 * (((-0.284496736 + (t_1 * (0.031738286 - (t_2 * 1.061405429)))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592))) elif x <= 0.98: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = 1.0 + (t_2 * (t_3 * ((t_2 * ((1.421413741 * t_1) - -0.284496736)) - 0.254829592))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(-1.0 / t_0) t_2 = Float64(1.0 / t_0) t_3 = exp(Float64(x * Float64(-x))) tmp = 0.0 if (x <= -2.5e-17) tmp = Float64(1.0 + Float64(t_2 * Float64(t_3 * Float64(Float64(Float64(-0.284496736 + Float64(t_1 * Float64(0.031738286 - Float64(t_2 * 1.061405429)))) * Float64(-1.0 / Float64(1.0 + Float64(x * 0.3275911)))) - 0.254829592)))); elseif (x <= 0.98) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = Float64(1.0 + Float64(t_2 * Float64(t_3 * Float64(Float64(t_2 * Float64(Float64(1.421413741 * t_1) - -0.284496736)) - 0.254829592)))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = -1.0 / t_0; t_2 = 1.0 / t_0; t_3 = exp((x * -x)); tmp = 0.0; if (x <= -2.5e-17) tmp = 1.0 + (t_2 * (t_3 * (((-0.284496736 + (t_1 * (0.031738286 - (t_2 * 1.061405429)))) * (-1.0 / (1.0 + (x * 0.3275911)))) - 0.254829592))); elseif (x <= 0.98) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = 1.0 + (t_2 * (t_3 * ((t_2 * ((1.421413741 * t_1) - -0.284496736)) - 0.254829592))); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(-1.0 / t$95$0), $MachinePrecision]}, Block[{t$95$2 = N[(1.0 / t$95$0), $MachinePrecision]}, Block[{t$95$3 = N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision]}, If[LessEqual[x, -2.5e-17], N[(1.0 + N[(t$95$2 * N[(t$95$3 * N[(N[(N[(-0.284496736 + N[(t$95$1 * N[(0.031738286 - N[(t$95$2 * 1.061405429), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / N[(1.0 + N[(x * 0.3275911), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.98], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$2 * N[(t$95$3 * N[(N[(t$95$2 * N[(N[(1.421413741 * t$95$1), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{-1}{t_0}\\
t_2 := \frac{1}{t_0}\\
t_3 := e^{x \cdot \left(-x\right)}\\
\mathbf{if}\;x \leq -2.5 \cdot 10^{-17}:\\
\;\;\;\;1 + t_2 \cdot \left(t_3 \cdot \left(\left(-0.284496736 + t_1 \cdot \left(0.031738286 - t_2 \cdot 1.061405429\right)\right) \cdot \frac{-1}{1 + x \cdot 0.3275911} - 0.254829592\right)\right)\\
\mathbf{elif}\;x \leq 0.98:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 + t_2 \cdot \left(t_3 \cdot \left(t_2 \cdot \left(1.421413741 \cdot t_1 - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -2.4999999999999999e-17Initial program 96.0%
associate-*l*96.0%
Simplified96.0%
expm1-log1p-u96.0%
expm1-udef96.0%
log1p-udef96.0%
add-exp-log96.0%
+-commutative96.0%
fma-udef96.0%
Applied egg-rr96.0%
fma-def96.0%
associate--l+96.0%
metadata-eval96.0%
+-rgt-identity96.0%
unpow196.0%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow93.6%
unpow193.6%
Simplified93.6%
Taylor expanded in x around 0 93.7%
expm1-log1p-u96.0%
expm1-udef96.0%
log1p-udef96.0%
add-exp-log96.0%
+-commutative96.0%
fma-udef96.0%
Applied egg-rr93.7%
fma-def96.0%
associate--l+96.0%
metadata-eval96.0%
+-rgt-identity96.0%
unpow196.0%
sqr-pow0.0%
fabs-sqr0.0%
sqr-pow93.6%
unpow193.6%
Simplified93.5%
if -2.4999999999999999e-17 < x < 0.97999999999999998Initial program 58.0%
associate-*l*58.0%
Simplified58.0%
associate-*l/58.0%
Applied egg-rr58.0%
distribute-neg-frac58.0%
Simplified58.0%
Taylor expanded in x around 0 99.8%
if 0.97999999999999998 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Taylor expanded in x around inf 99.2%
Final simplification97.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (+ 1.0 (* (fabs x) 0.3275911))) (t_1 (/ 1.0 t_0)))
(if (<= x -8.8e-10)
1.0
(if (<= x 0.98)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(+
1.0
(*
t_1
(*
(exp (* x (- x)))
(-
(* t_1 (- (* 1.421413741 (/ -1.0 t_0)) -0.284496736))
0.254829592))))))))
double code(double x) {
double t_0 = 1.0 + (fabs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.98) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (exp((x * -x)) * ((t_1 * ((1.421413741 * (-1.0 / t_0)) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
real(8) function code(x)
real(8), intent (in) :: x
real(8) :: t_0
real(8) :: t_1
real(8) :: tmp
t_0 = 1.0d0 + (abs(x) * 0.3275911d0)
t_1 = 1.0d0 / t_0
if (x <= (-8.8d-10)) then
tmp = 1.0d0
else if (x <= 0.98d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = 1.0d0 + (t_1 * (exp((x * -x)) * ((t_1 * ((1.421413741d0 * ((-1.0d0) / t_0)) - (-0.284496736d0))) - 0.254829592d0)))
end if
code = tmp
end function
public static double code(double x) {
double t_0 = 1.0 + (Math.abs(x) * 0.3275911);
double t_1 = 1.0 / t_0;
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.98) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = 1.0 + (t_1 * (Math.exp((x * -x)) * ((t_1 * ((1.421413741 * (-1.0 / t_0)) - -0.284496736)) - 0.254829592)));
}
return tmp;
}
def code(x): t_0 = 1.0 + (math.fabs(x) * 0.3275911) t_1 = 1.0 / t_0 tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 0.98: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = 1.0 + (t_1 * (math.exp((x * -x)) * ((t_1 * ((1.421413741 * (-1.0 / t_0)) - -0.284496736)) - 0.254829592))) return tmp
function code(x) t_0 = Float64(1.0 + Float64(abs(x) * 0.3275911)) t_1 = Float64(1.0 / t_0) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.98) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = Float64(1.0 + Float64(t_1 * Float64(exp(Float64(x * Float64(-x))) * Float64(Float64(t_1 * Float64(Float64(1.421413741 * Float64(-1.0 / t_0)) - -0.284496736)) - 0.254829592)))); end return tmp end
function tmp_2 = code(x) t_0 = 1.0 + (abs(x) * 0.3275911); t_1 = 1.0 / t_0; tmp = 0.0; if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.98) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = 1.0 + (t_1 * (exp((x * -x)) * ((t_1 * ((1.421413741 * (-1.0 / t_0)) - -0.284496736)) - 0.254829592))); end tmp_2 = tmp; end
code[x_] := Block[{t$95$0 = N[(1.0 + N[(N[Abs[x], $MachinePrecision] * 0.3275911), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$1 = N[(1.0 / t$95$0), $MachinePrecision]}, If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 0.98], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(1.0 + N[(t$95$1 * N[(N[Exp[N[(x * (-x)), $MachinePrecision]], $MachinePrecision] * N[(N[(t$95$1 * N[(N[(1.421413741 * N[(-1.0 / t$95$0), $MachinePrecision]), $MachinePrecision] - -0.284496736), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := 1 + \left|x\right| \cdot 0.3275911\\
t_1 := \frac{1}{t_0}\\
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.98:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;1 + t_1 \cdot \left(e^{x \cdot \left(-x\right)} \cdot \left(t_1 \cdot \left(1.421413741 \cdot \frac{-1}{t_0} - -0.284496736\right) - 0.254829592\right)\right)\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10Initial program 98.6%
associate-*l*98.6%
Simplified98.6%
associate-*l/98.6%
Applied egg-rr98.8%
distribute-neg-frac98.8%
Simplified95.5%
Taylor expanded in x around inf 96.1%
if -8.7999999999999996e-10 < x < 0.97999999999999998Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.8%
distribute-neg-frac57.8%
Simplified57.5%
Taylor expanded in x around 0 97.9%
if 0.97999999999999998 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
expm1-log1p-u100.0%
expm1-udef100.0%
log1p-udef100.0%
add-exp-log100.0%
+-commutative100.0%
fma-udef100.0%
Applied egg-rr100.0%
fma-def100.0%
associate--l+100.0%
metadata-eval100.0%
+-rgt-identity100.0%
unpow1100.0%
sqr-pow100.0%
fabs-sqr100.0%
sqr-pow100.0%
unpow1100.0%
Simplified100.0%
Taylor expanded in x around inf 99.2%
Final simplification97.7%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 1.02)
(+
1e-9
(+
(* -0.00011824294398844343 (pow x 2.0))
(+ (* x 1.128386358070218) (* -0.37545125292247583 (pow x 3.0)))))
(exp (/ (/ -0.7778892405807117 (exp (* x x))) x)))))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 1.02) {
tmp = 1e-9 + ((-0.00011824294398844343 * pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * pow(x, 3.0))));
} else {
tmp = exp(((-0.7778892405807117 / exp((x * 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 <= 1.02d0) then
tmp = 1d-9 + (((-0.00011824294398844343d0) * (x ** 2.0d0)) + ((x * 1.128386358070218d0) + ((-0.37545125292247583d0) * (x ** 3.0d0))))
else
tmp = exp((((-0.7778892405807117d0) / exp((x * 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 <= 1.02) {
tmp = 1e-9 + ((-0.00011824294398844343 * Math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * Math.pow(x, 3.0))));
} else {
tmp = Math.exp(((-0.7778892405807117 / Math.exp((x * x))) / x));
}
return tmp;
}
def code(x): tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 1.02: tmp = 1e-9 + ((-0.00011824294398844343 * math.pow(x, 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * math.pow(x, 3.0)))) else: tmp = math.exp(((-0.7778892405807117 / math.exp((x * x))) / x)) return tmp
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 1.02) tmp = Float64(1e-9 + Float64(Float64(-0.00011824294398844343 * (x ^ 2.0)) + Float64(Float64(x * 1.128386358070218) + Float64(-0.37545125292247583 * (x ^ 3.0))))); else tmp = exp(Float64(Float64(-0.7778892405807117 / exp(Float64(x * x))) / x)); end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 1.02) tmp = 1e-9 + ((-0.00011824294398844343 * (x ^ 2.0)) + ((x * 1.128386358070218) + (-0.37545125292247583 * (x ^ 3.0)))); else tmp = exp(((-0.7778892405807117 / exp((x * x))) / x)); end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 1.02], N[(1e-9 + N[(N[(-0.00011824294398844343 * N[Power[x, 2.0], $MachinePrecision]), $MachinePrecision] + N[(N[(x * 1.128386358070218), $MachinePrecision] + N[(-0.37545125292247583 * N[Power[x, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[Exp[N[(N[(-0.7778892405807117 / N[Exp[N[(x * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 1.02:\\
\;\;\;\;10^{-9} + \left(-0.00011824294398844343 \cdot {x}^{2} + \left(x \cdot 1.128386358070218 + -0.37545125292247583 \cdot {x}^{3}\right)\right)\\
\mathbf{else}:\\
\;\;\;\;e^{\frac{\frac{-0.7778892405807117}{e^{x \cdot x}}}{x}}\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10Initial program 98.6%
associate-*l*98.6%
Simplified98.6%
associate-*l/98.6%
Applied egg-rr98.8%
distribute-neg-frac98.8%
Simplified95.5%
Taylor expanded in x around inf 96.1%
if -8.7999999999999996e-10 < x < 1.02Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.8%
distribute-neg-frac57.8%
Simplified57.5%
Taylor expanded in x around 0 97.9%
if 1.02 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
associate-*l/100.0%
Applied egg-rr100.0%
distribute-neg-frac100.0%
Simplified100.0%
Taylor expanded in x around inf 99.2%
associate-/r*99.2%
unpow299.2%
exp-prod99.2%
Simplified99.2%
pow-exp99.2%
Applied egg-rr99.2%
Final simplification97.7%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 0.78)
(+ 1e-9 (* x (+ 1.128386358070218 (* x -0.00011824294398844343))))
(exp (/ (/ -0.7778892405807117 (exp (* x x))) x)))))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.78) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = exp(((-0.7778892405807117 / exp((x * 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 <= 0.78d0) then
tmp = 1d-9 + (x * (1.128386358070218d0 + (x * (-0.00011824294398844343d0))))
else
tmp = exp((((-0.7778892405807117d0) / exp((x * 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 <= 0.78) {
tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343)));
} else {
tmp = Math.exp(((-0.7778892405807117 / Math.exp((x * x))) / x));
}
return tmp;
}
def code(x): tmp = 0 if x <= -8.8e-10: tmp = 1.0 elif x <= 0.78: tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))) else: tmp = math.exp(((-0.7778892405807117 / math.exp((x * x))) / x)) return tmp
function code(x) tmp = 0.0 if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.78) tmp = Float64(1e-9 + Float64(x * Float64(1.128386358070218 + Float64(x * -0.00011824294398844343)))); else tmp = exp(Float64(Float64(-0.7778892405807117 / exp(Float64(x * x))) / x)); end return tmp end
function tmp_2 = code(x) tmp = 0.0; if (x <= -8.8e-10) tmp = 1.0; elseif (x <= 0.78) tmp = 1e-9 + (x * (1.128386358070218 + (x * -0.00011824294398844343))); else tmp = exp(((-0.7778892405807117 / exp((x * x))) / x)); end tmp_2 = tmp; end
code[x_] := If[LessEqual[x, -8.8e-10], 1.0, If[LessEqual[x, 0.78], N[(1e-9 + N[(x * N[(1.128386358070218 + N[(x * -0.00011824294398844343), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[Exp[N[(N[(-0.7778892405807117 / N[Exp[N[(x * x), $MachinePrecision]], $MachinePrecision]), $MachinePrecision] / x), $MachinePrecision]], $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -8.8 \cdot 10^{-10}:\\
\;\;\;\;1\\
\mathbf{elif}\;x \leq 0.78:\\
\;\;\;\;10^{-9} + x \cdot \left(1.128386358070218 + x \cdot -0.00011824294398844343\right)\\
\mathbf{else}:\\
\;\;\;\;e^{\frac{\frac{-0.7778892405807117}{e^{x \cdot x}}}{x}}\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10Initial program 98.6%
associate-*l*98.6%
Simplified98.6%
associate-*l/98.6%
Applied egg-rr98.8%
distribute-neg-frac98.8%
Simplified95.5%
Taylor expanded in x around inf 96.1%
if -8.7999999999999996e-10 < x < 0.78000000000000003Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.8%
distribute-neg-frac57.8%
Simplified57.5%
Taylor expanded in x around 0 97.6%
+-commutative97.6%
*-commutative97.6%
fma-def97.6%
*-commutative97.6%
unpow297.6%
Simplified97.6%
Taylor expanded in x around 0 97.6%
*-commutative97.6%
unpow297.6%
associate-*r*97.6%
*-commutative97.6%
+-commutative97.6%
distribute-lft-out97.6%
Simplified97.6%
if 0.78000000000000003 < x Initial program 100.0%
associate-*l*100.0%
Simplified100.0%
associate-*l/100.0%
Applied egg-rr100.0%
distribute-neg-frac100.0%
Simplified100.0%
Taylor expanded in x around inf 99.2%
associate-/r*99.2%
unpow299.2%
exp-prod99.2%
Simplified99.2%
pow-exp99.2%
Applied egg-rr99.2%
Final simplification97.6%
(FPCore (x)
:precision binary64
(if (<= x -8.8e-10)
1.0
(if (<= x 0.9)
(+ 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 <= 0.9) {
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 <= 0.9d0) 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 <= 0.9) {
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 <= 0.9: 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 <= 0.9) 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 <= 0.9) 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, 0.9], 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 0.9:\\
\;\;\;\;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 0.900000000000000022 < x Initial program 99.3%
associate-*l*99.3%
Simplified99.3%
associate-*l/99.3%
Applied egg-rr99.4%
distribute-neg-frac99.4%
Simplified97.7%
Taylor expanded in x around inf 97.6%
if -8.7999999999999996e-10 < x < 0.900000000000000022Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.8%
distribute-neg-frac57.8%
Simplified57.5%
Taylor expanded in x around 0 97.6%
+-commutative97.6%
*-commutative97.6%
fma-def97.6%
*-commutative97.6%
unpow297.6%
Simplified97.6%
Taylor expanded in x around 0 97.6%
*-commutative97.6%
unpow297.6%
associate-*r*97.6%
*-commutative97.6%
+-commutative97.6%
distribute-lft-out97.6%
Simplified97.6%
Final simplification97.6%
(FPCore (x) :precision binary64 (if (<= x -8.8e-10) 1.0 (if (<= x 0.9) (+ 1e-9 (* x 1.128386358070218)) 1.0)))
double code(double x) {
double tmp;
if (x <= -8.8e-10) {
tmp = 1.0;
} else if (x <= 0.9) {
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 <= 0.9d0) 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 <= 0.9) {
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 <= 0.9: 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 <= 0.9) 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 <= 0.9) 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, 0.9], 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 0.9:\\
\;\;\;\;10^{-9} + x \cdot 1.128386358070218\\
\mathbf{else}:\\
\;\;\;\;1\\
\end{array}
\end{array}
if x < -8.7999999999999996e-10 or 0.900000000000000022 < x Initial program 99.3%
associate-*l*99.3%
Simplified99.3%
associate-*l/99.3%
Applied egg-rr99.4%
distribute-neg-frac99.4%
Simplified97.7%
Taylor expanded in x around inf 97.6%
if -8.7999999999999996e-10 < x < 0.900000000000000022Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.8%
distribute-neg-frac57.8%
Simplified57.5%
Taylor expanded in x around 0 97.4%
*-commutative97.4%
Simplified97.4%
Final simplification97.5%
(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 100.0%
associate-*l*100.0%
Simplified100.0%
associate-*l/100.0%
Applied egg-rr100.0%
distribute-neg-frac100.0%
Simplified99.2%
Taylor expanded in x around inf 98.9%
if -2.79999999999999996e-5 < x < 2.79999999999999996e-5Initial program 57.8%
associate-*l*57.8%
Simplified57.8%
associate-*l/57.8%
Applied egg-rr57.9%
distribute-neg-frac57.9%
Simplified56.6%
Taylor expanded in x around 0 95.0%
Final simplification97.0%
(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 78.9%
associate-*l*78.9%
Simplified78.9%
associate-*l/78.9%
Applied egg-rr78.9%
distribute-neg-frac78.9%
Simplified77.9%
Taylor expanded in x around 0 53.0%
Final simplification53.0%
herbie shell --seed 2023171
(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)))))))