
(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 11 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 (fma (fabs x) 0.3275911 1.0))
(t_1
(+
(/
(+
-0.284496736
(/
(+ 1.421413741 (/ (+ -1.453152027 (/ 1.061405429 t_0)) t_0))
t_0))
t_0)
0.254829592))
(t_2 (/ t_1 (* (pow (exp x) x) t_0)))
(t_3 (fma (fma (/ (pow (exp x) (- x)) t_0) t_1 1.0) t_2 1.0))
(t_4 (pow t_3 -1.0))
(t_5 (pow t_2 3.0)))
(/ (- (pow t_3 -2.0) (pow (* t_4 (- t_5)) 2.0)) (+ (* t_4 t_5) t_4))))
double code(double x) {
double t_0 = fma(fabs(x), 0.3275911, 1.0);
double t_1 = ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) / t_0)) / t_0)) / t_0) + 0.254829592;
double t_2 = t_1 / (pow(exp(x), x) * t_0);
double t_3 = fma(fma((pow(exp(x), -x) / t_0), t_1, 1.0), t_2, 1.0);
double t_4 = pow(t_3, -1.0);
double t_5 = pow(t_2, 3.0);
return (pow(t_3, -2.0) - pow((t_4 * -t_5), 2.0)) / ((t_4 * t_5) + t_4);
}
function code(x) t_0 = fma(abs(x), 0.3275911, 1.0) t_1 = Float64(Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) / t_0)) / t_0)) / t_0) + 0.254829592) t_2 = Float64(t_1 / Float64((exp(x) ^ x) * t_0)) t_3 = fma(fma(Float64((exp(x) ^ Float64(-x)) / t_0), t_1, 1.0), t_2, 1.0) t_4 = t_3 ^ -1.0 t_5 = t_2 ^ 3.0 return Float64(Float64((t_3 ^ -2.0) - (Float64(t_4 * Float64(-t_5)) ^ 2.0)) / Float64(Float64(t_4 * t_5) + t_4)) end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$2 = N[(t$95$1 / N[(N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision] * t$95$0), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(N[Power[N[Exp[x], $MachinePrecision], (-x)], $MachinePrecision] / t$95$0), $MachinePrecision] * t$95$1 + 1.0), $MachinePrecision] * t$95$2 + 1.0), $MachinePrecision]}, Block[{t$95$4 = N[Power[t$95$3, -1.0], $MachinePrecision]}, Block[{t$95$5 = N[Power[t$95$2, 3.0], $MachinePrecision]}, N[(N[(N[Power[t$95$3, -2.0], $MachinePrecision] - N[Power[N[(t$95$4 * (-t$95$5)), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision] / N[(N[(t$95$4 * t$95$5), $MachinePrecision] + t$95$4), $MachinePrecision]), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
t_1 := \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t\_0}}{t\_0}}{t\_0}}{t\_0} + 0.254829592\\
t_2 := \frac{t\_1}{{\left(e^{x}\right)}^{x} \cdot t\_0}\\
t_3 := \mathsf{fma}\left(\mathsf{fma}\left(\frac{{\left(e^{x}\right)}^{\left(-x\right)}}{t\_0}, t\_1, 1\right), t\_2, 1\right)\\
t_4 := {t\_3}^{-1}\\
t_5 := {t\_2}^{3}\\
\frac{{t\_3}^{-2} - {\left(t\_4 \cdot \left(-t\_5\right)\right)}^{2}}{t\_4 \cdot t\_5 + t\_4}
\end{array}
\end{array}
Initial program 81.2%
Applied rewrites81.9%
Applied rewrites81.9%
Applied rewrites82.5%
Applied rewrites87.9%
Final simplification87.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (fabs x) 0.3275911 1.0))
(t_1
(+
(/
(+
-0.284496736
(/
(+ 1.421413741 (/ (+ -1.453152027 (/ 1.061405429 t_0)) t_0))
t_0))
t_0)
0.254829592))
(t_2 (pow (exp x) x))
(t_3 (pow (exp x) (- x)))
(t_4 (fma 0.3275911 (fabs x) 1.0))
(t_5
(+
(/
(+
(/
(+ (/ (+ (/ 1.061405429 t_4) -1.453152027) t_4) 1.421413741)
t_4)
-0.284496736)
t_4)
0.254829592))
(t_6 (/ t_5 (* t_4 t_2)))
(t_7 (fma t_6 (fma t_5 (/ t_3 t_4) 1.0) 1.0)))
(fma
t_7
(pow t_7 -2.0)
(*
(/ -1.0 (fma (fma (/ t_3 t_0) t_1 1.0) (/ t_1 (* t_2 t_0)) 1.0))
(pow t_6 3.0)))))
double code(double x) {
double t_0 = fma(fabs(x), 0.3275911, 1.0);
double t_1 = ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) / t_0)) / t_0)) / t_0) + 0.254829592;
double t_2 = pow(exp(x), x);
double t_3 = pow(exp(x), -x);
double t_4 = fma(0.3275911, fabs(x), 1.0);
double t_5 = (((((((1.061405429 / t_4) + -1.453152027) / t_4) + 1.421413741) / t_4) + -0.284496736) / t_4) + 0.254829592;
double t_6 = t_5 / (t_4 * t_2);
double t_7 = fma(t_6, fma(t_5, (t_3 / t_4), 1.0), 1.0);
return fma(t_7, pow(t_7, -2.0), ((-1.0 / fma(fma((t_3 / t_0), t_1, 1.0), (t_1 / (t_2 * t_0)), 1.0)) * pow(t_6, 3.0)));
}
function code(x) t_0 = fma(abs(x), 0.3275911, 1.0) t_1 = Float64(Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) / t_0)) / t_0)) / t_0) + 0.254829592) t_2 = exp(x) ^ x t_3 = exp(x) ^ Float64(-x) t_4 = fma(0.3275911, abs(x), 1.0) t_5 = Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.061405429 / t_4) + -1.453152027) / t_4) + 1.421413741) / t_4) + -0.284496736) / t_4) + 0.254829592) t_6 = Float64(t_5 / Float64(t_4 * t_2)) t_7 = fma(t_6, fma(t_5, Float64(t_3 / t_4), 1.0), 1.0) return fma(t_7, (t_7 ^ -2.0), Float64(Float64(-1.0 / fma(fma(Float64(t_3 / t_0), t_1, 1.0), Float64(t_1 / Float64(t_2 * t_0)), 1.0)) * (t_6 ^ 3.0))) end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$2 = N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision]}, Block[{t$95$3 = N[Power[N[Exp[x], $MachinePrecision], (-x)], $MachinePrecision]}, Block[{t$95$4 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$5 = N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / t$95$4), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$4), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$4), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$4), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$6 = N[(t$95$5 / N[(t$95$4 * t$95$2), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$7 = N[(t$95$6 * N[(t$95$5 * N[(t$95$3 / t$95$4), $MachinePrecision] + 1.0), $MachinePrecision] + 1.0), $MachinePrecision]}, N[(t$95$7 * N[Power[t$95$7, -2.0], $MachinePrecision] + N[(N[(-1.0 / N[(N[(N[(t$95$3 / t$95$0), $MachinePrecision] * t$95$1 + 1.0), $MachinePrecision] * N[(t$95$1 / N[(t$95$2 * t$95$0), $MachinePrecision]), $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * N[Power[t$95$6, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
t_1 := \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t\_0}}{t\_0}}{t\_0}}{t\_0} + 0.254829592\\
t_2 := {\left(e^{x}\right)}^{x}\\
t_3 := {\left(e^{x}\right)}^{\left(-x\right)}\\
t_4 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_5 := \frac{\frac{\frac{\frac{1.061405429}{t\_4} + -1.453152027}{t\_4} + 1.421413741}{t\_4} + -0.284496736}{t\_4} + 0.254829592\\
t_6 := \frac{t\_5}{t\_4 \cdot t\_2}\\
t_7 := \mathsf{fma}\left(t\_6, \mathsf{fma}\left(t\_5, \frac{t\_3}{t\_4}, 1\right), 1\right)\\
\mathsf{fma}\left(t\_7, {t\_7}^{-2}, \frac{-1}{\mathsf{fma}\left(\mathsf{fma}\left(\frac{t\_3}{t\_0}, t\_1, 1\right), \frac{t\_1}{t\_2 \cdot t\_0}, 1\right)} \cdot {t\_6}^{3}\right)
\end{array}
\end{array}
Initial program 81.2%
Applied rewrites81.9%
Applied rewrites81.9%
Applied rewrites82.5%
Applied rewrites82.5%
Final simplification82.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (pow (exp x) (- x)))
(t_1 (fma (fabs x) 0.3275911 1.0))
(t_2
(+
(/
(+
-0.284496736
(/
(+ 1.421413741 (/ (+ -1.453152027 (/ 1.061405429 t_1)) t_1))
t_1))
t_1)
0.254829592))
(t_3 (pow (exp x) x))
(t_4 (/ t_2 (* t_3 t_1)))
(t_5 (fma 0.3275911 (fabs x) 1.0))
(t_6
(+
(/
(+
(/
(+ (/ (+ (/ 1.061405429 t_5) -1.453152027) t_5) 1.421413741)
t_5)
-0.284496736)
t_5)
0.254829592))
(t_7 (/ t_0 t_5))
(t_8 (/ t_6 (* t_5 t_3))))
(/
(-
(fma (fma t_6 t_7 1.0) t_8 1.0)
(* (fma t_4 (fma t_0 (/ t_2 t_1) 1.0) 1.0) (pow t_4 3.0)))
(pow (fma (fma t_7 t_6 1.0) t_8 1.0) 2.0))))
double code(double x) {
double t_0 = pow(exp(x), -x);
double t_1 = fma(fabs(x), 0.3275911, 1.0);
double t_2 = ((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_1)) / t_1)) / t_1)) / t_1) + 0.254829592;
double t_3 = pow(exp(x), x);
double t_4 = t_2 / (t_3 * t_1);
double t_5 = fma(0.3275911, fabs(x), 1.0);
double t_6 = (((((((1.061405429 / t_5) + -1.453152027) / t_5) + 1.421413741) / t_5) + -0.284496736) / t_5) + 0.254829592;
double t_7 = t_0 / t_5;
double t_8 = t_6 / (t_5 * t_3);
return (fma(fma(t_6, t_7, 1.0), t_8, 1.0) - (fma(t_4, fma(t_0, (t_2 / t_1), 1.0), 1.0) * pow(t_4, 3.0))) / pow(fma(fma(t_7, t_6, 1.0), t_8, 1.0), 2.0);
}
function code(x) t_0 = exp(x) ^ Float64(-x) t_1 = fma(abs(x), 0.3275911, 1.0) t_2 = Float64(Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_1)) / t_1)) / t_1)) / t_1) + 0.254829592) t_3 = exp(x) ^ x t_4 = Float64(t_2 / Float64(t_3 * t_1)) t_5 = fma(0.3275911, abs(x), 1.0) t_6 = Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.061405429 / t_5) + -1.453152027) / t_5) + 1.421413741) / t_5) + -0.284496736) / t_5) + 0.254829592) t_7 = Float64(t_0 / t_5) t_8 = Float64(t_6 / Float64(t_5 * t_3)) return Float64(Float64(fma(fma(t_6, t_7, 1.0), t_8, 1.0) - Float64(fma(t_4, fma(t_0, Float64(t_2 / t_1), 1.0), 1.0) * (t_4 ^ 3.0))) / (fma(fma(t_7, t_6, 1.0), t_8, 1.0) ^ 2.0)) end
code[x_] := Block[{t$95$0 = N[Power[N[Exp[x], $MachinePrecision], (-x)], $MachinePrecision]}, Block[{t$95$1 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision]), $MachinePrecision] / t$95$1), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$3 = N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision]}, Block[{t$95$4 = N[(t$95$2 / N[(t$95$3 * t$95$1), $MachinePrecision]), $MachinePrecision]}, Block[{t$95$5 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$6 = N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / t$95$5), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$5), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$5), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$5), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$7 = N[(t$95$0 / t$95$5), $MachinePrecision]}, Block[{t$95$8 = N[(t$95$6 / N[(t$95$5 * t$95$3), $MachinePrecision]), $MachinePrecision]}, N[(N[(N[(N[(t$95$6 * t$95$7 + 1.0), $MachinePrecision] * t$95$8 + 1.0), $MachinePrecision] - N[(N[(t$95$4 * N[(t$95$0 * N[(t$95$2 / t$95$1), $MachinePrecision] + 1.0), $MachinePrecision] + 1.0), $MachinePrecision] * N[Power[t$95$4, 3.0], $MachinePrecision]), $MachinePrecision]), $MachinePrecision] / N[Power[N[(N[(t$95$7 * t$95$6 + 1.0), $MachinePrecision] * t$95$8 + 1.0), $MachinePrecision], 2.0], $MachinePrecision]), $MachinePrecision]]]]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(e^{x}\right)}^{\left(-x\right)}\\
t_1 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
t_2 := \frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t\_1}}{t\_1}}{t\_1}}{t\_1} + 0.254829592\\
t_3 := {\left(e^{x}\right)}^{x}\\
t_4 := \frac{t\_2}{t\_3 \cdot t\_1}\\
t_5 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_6 := \frac{\frac{\frac{\frac{1.061405429}{t\_5} + -1.453152027}{t\_5} + 1.421413741}{t\_5} + -0.284496736}{t\_5} + 0.254829592\\
t_7 := \frac{t\_0}{t\_5}\\
t_8 := \frac{t\_6}{t\_5 \cdot t\_3}\\
\frac{\mathsf{fma}\left(\mathsf{fma}\left(t\_6, t\_7, 1\right), t\_8, 1\right) - \mathsf{fma}\left(t\_4, \mathsf{fma}\left(t\_0, \frac{t\_2}{t\_1}, 1\right), 1\right) \cdot {t\_4}^{3}}{{\left(\mathsf{fma}\left(\mathsf{fma}\left(t\_7, t\_6, 1\right), t\_8, 1\right)\right)}^{2}}
\end{array}
\end{array}
Initial program 81.2%
Applied rewrites81.9%
Applied rewrites81.9%
Applied rewrites81.9%
Final simplification81.9%
(FPCore (x)
:precision binary64
(let* ((t_0 (pow (exp x) (- x)))
(t_1 (fma 0.3275911 (fabs x) 1.0))
(t_2 (pow (exp x) x))
(t_3
(+
(/
(+
(/
(+ (/ (+ (/ 1.061405429 t_1) -1.453152027) t_1) 1.421413741)
t_1)
-0.284496736)
t_1)
0.254829592))
(t_4 (* (/ t_1 t_3) t_2)))
(fma
(pow (+ (pow t_4 -3.0) 1.0) -1.0)
(+ (pow t_4 -2.0) (fma (/ t_3 (fma -0.3275911 (fabs x) -1.0)) t_0 1.0))
(/
(pow
(*
(/
t_1
(+
(/
(+
(/
(+
(/
(fma
(/ 1.061405429 (fma 0.10731592879921 (* x x) -1.0))
(fma 0.3275911 (fabs x) -1.0)
-1.453152027)
t_1)
1.421413741)
t_1)
-0.284496736)
t_1)
0.254829592))
t_2)
-2.0)
(- (fma (/ t_0 t_1) t_3 1.0))))))
double code(double x) {
double t_0 = pow(exp(x), -x);
double t_1 = fma(0.3275911, fabs(x), 1.0);
double t_2 = pow(exp(x), x);
double t_3 = (((((((1.061405429 / t_1) + -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592;
double t_4 = (t_1 / t_3) * t_2;
return fma(pow((pow(t_4, -3.0) + 1.0), -1.0), (pow(t_4, -2.0) + fma((t_3 / fma(-0.3275911, fabs(x), -1.0)), t_0, 1.0)), (pow(((t_1 / ((((((fma((1.061405429 / fma(0.10731592879921, (x * x), -1.0)), fma(0.3275911, fabs(x), -1.0), -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592)) * t_2), -2.0) / -fma((t_0 / t_1), t_3, 1.0)));
}
function code(x) t_0 = exp(x) ^ Float64(-x) t_1 = fma(0.3275911, abs(x), 1.0) t_2 = exp(x) ^ x t_3 = Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.061405429 / t_1) + -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592) t_4 = Float64(Float64(t_1 / t_3) * t_2) return fma((Float64((t_4 ^ -3.0) + 1.0) ^ -1.0), Float64((t_4 ^ -2.0) + fma(Float64(t_3 / fma(-0.3275911, abs(x), -1.0)), t_0, 1.0)), Float64((Float64(Float64(t_1 / Float64(Float64(Float64(Float64(Float64(Float64(fma(Float64(1.061405429 / fma(0.10731592879921, Float64(x * x), -1.0)), fma(0.3275911, abs(x), -1.0), -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592)) * t_2) ^ -2.0) / Float64(-fma(Float64(t_0 / t_1), t_3, 1.0)))) end
code[x_] := Block[{t$95$0 = N[Power[N[Exp[x], $MachinePrecision], (-x)], $MachinePrecision]}, Block[{t$95$1 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision]}, Block[{t$95$3 = N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / t$95$1), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$1), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$1), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$1), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$4 = N[(N[(t$95$1 / t$95$3), $MachinePrecision] * t$95$2), $MachinePrecision]}, N[(N[Power[N[(N[Power[t$95$4, -3.0], $MachinePrecision] + 1.0), $MachinePrecision], -1.0], $MachinePrecision] * N[(N[Power[t$95$4, -2.0], $MachinePrecision] + N[(N[(t$95$3 / N[(-0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision] * t$95$0 + 1.0), $MachinePrecision]), $MachinePrecision] + N[(N[Power[N[(N[(t$95$1 / N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / N[(0.10731592879921 * N[(x * x), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision] * N[(0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$1), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$1), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$1), $MachinePrecision] + 0.254829592), $MachinePrecision]), $MachinePrecision] * t$95$2), $MachinePrecision], -2.0], $MachinePrecision] / (-N[(N[(t$95$0 / t$95$1), $MachinePrecision] * t$95$3 + 1.0), $MachinePrecision])), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(e^{x}\right)}^{\left(-x\right)}\\
t_1 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_2 := {\left(e^{x}\right)}^{x}\\
t_3 := \frac{\frac{\frac{\frac{1.061405429}{t\_1} + -1.453152027}{t\_1} + 1.421413741}{t\_1} + -0.284496736}{t\_1} + 0.254829592\\
t_4 := \frac{t\_1}{t\_3} \cdot t\_2\\
\mathsf{fma}\left({\left({t\_4}^{-3} + 1\right)}^{-1}, {t\_4}^{-2} + \mathsf{fma}\left(\frac{t\_3}{\mathsf{fma}\left(-0.3275911, \left|x\right|, -1\right)}, t\_0, 1\right), \frac{{\left(\frac{t\_1}{\frac{\frac{\frac{\mathsf{fma}\left(\frac{1.061405429}{\mathsf{fma}\left(0.10731592879921, x \cdot x, -1\right)}, \mathsf{fma}\left(0.3275911, \left|x\right|, -1\right), -1.453152027\right)}{t\_1} + 1.421413741}{t\_1} + -0.284496736}{t\_1} + 0.254829592} \cdot t\_2\right)}^{-2}}{-\mathsf{fma}\left(\frac{t\_0}{t\_1}, t\_3, 1\right)}\right)
\end{array}
\end{array}
Initial program 81.2%
lift-*.f64N/A
*-commutativeN/A
lift-/.f64N/A
un-div-invN/A
lower-/.f6481.2
Applied rewrites81.2%
Applied rewrites81.2%
lift-+.f64N/A
+-commutativeN/A
lift-/.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
flip-+N/A
lift-*.f64N/A
*-commutativeN/A
associate-/r/N/A
lower-fma.f64N/A
Applied rewrites81.3%
Final simplification81.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (pow (exp x) (- x)))
(t_1 (fma 0.3275911 (fabs x) 1.0))
(t_2
(+
(/
(+
(/
(+ (/ (+ (/ 1.061405429 t_1) -1.453152027) t_1) 1.421413741)
t_1)
-0.284496736)
t_1)
0.254829592))
(t_3 (* (/ t_1 t_2) (pow (exp x) x)))
(t_4 (pow t_3 -2.0)))
(fma
(/ 1.0 (+ (pow t_3 -3.0) 1.0))
(+ t_4 (fma (/ t_2 (fma -0.3275911 (fabs x) -1.0)) t_0 1.0))
(/ t_4 (- (fma (/ t_0 t_1) t_2 1.0))))))
double code(double x) {
double t_0 = pow(exp(x), -x);
double t_1 = fma(0.3275911, fabs(x), 1.0);
double t_2 = (((((((1.061405429 / t_1) + -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592;
double t_3 = (t_1 / t_2) * pow(exp(x), x);
double t_4 = pow(t_3, -2.0);
return fma((1.0 / (pow(t_3, -3.0) + 1.0)), (t_4 + fma((t_2 / fma(-0.3275911, fabs(x), -1.0)), t_0, 1.0)), (t_4 / -fma((t_0 / t_1), t_2, 1.0)));
}
function code(x) t_0 = exp(x) ^ Float64(-x) t_1 = fma(0.3275911, abs(x), 1.0) t_2 = Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.061405429 / t_1) + -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592) t_3 = Float64(Float64(t_1 / t_2) * (exp(x) ^ x)) t_4 = t_3 ^ -2.0 return fma(Float64(1.0 / Float64((t_3 ^ -3.0) + 1.0)), Float64(t_4 + fma(Float64(t_2 / fma(-0.3275911, abs(x), -1.0)), t_0, 1.0)), Float64(t_4 / Float64(-fma(Float64(t_0 / t_1), t_2, 1.0)))) end
code[x_] := Block[{t$95$0 = N[Power[N[Exp[x], $MachinePrecision], (-x)], $MachinePrecision]}, Block[{t$95$1 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / t$95$1), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$1), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$1), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$1), $MachinePrecision] + 0.254829592), $MachinePrecision]}, Block[{t$95$3 = N[(N[(t$95$1 / t$95$2), $MachinePrecision] * N[Power[N[Exp[x], $MachinePrecision], x], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$4 = N[Power[t$95$3, -2.0], $MachinePrecision]}, N[(N[(1.0 / N[(N[Power[t$95$3, -3.0], $MachinePrecision] + 1.0), $MachinePrecision]), $MachinePrecision] * N[(t$95$4 + N[(N[(t$95$2 / N[(-0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision] * t$95$0 + 1.0), $MachinePrecision]), $MachinePrecision] + N[(t$95$4 / (-N[(N[(t$95$0 / t$95$1), $MachinePrecision] * t$95$2 + 1.0), $MachinePrecision])), $MachinePrecision]), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := {\left(e^{x}\right)}^{\left(-x\right)}\\
t_1 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
t_2 := \frac{\frac{\frac{\frac{1.061405429}{t\_1} + -1.453152027}{t\_1} + 1.421413741}{t\_1} + -0.284496736}{t\_1} + 0.254829592\\
t_3 := \frac{t\_1}{t\_2} \cdot {\left(e^{x}\right)}^{x}\\
t_4 := {t\_3}^{-2}\\
\mathsf{fma}\left(\frac{1}{{t\_3}^{-3} + 1}, t\_4 + \mathsf{fma}\left(\frac{t\_2}{\mathsf{fma}\left(-0.3275911, \left|x\right|, -1\right)}, t\_0, 1\right), \frac{t\_4}{-\mathsf{fma}\left(\frac{t\_0}{t\_1}, t\_2, 1\right)}\right)
\end{array}
\end{array}
Initial program 81.2%
lift-*.f64N/A
*-commutativeN/A
lift-/.f64N/A
un-div-invN/A
lower-/.f6481.2
Applied rewrites81.2%
Applied rewrites81.2%
lift-pow.f64N/A
unpow-1N/A
lower-/.f6481.2
Applied rewrites81.2%
Final simplification81.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (fabs x) 0.3275911 1.0)))
(-
1.0
(*
(exp (* (- (fabs x)) (fabs x)))
(*
(/ 1.0 (pow (- 1.0 (* 0.3275911 (fabs x))) -1.0))
(/
(+
(/
(+
(/
(+
(/
(fma
(/ 1.061405429 (fma (* x x) 0.10731592879921 -1.0))
(fma 0.3275911 (fabs x) -1.0)
-1.453152027)
t_0)
1.421413741)
t_0)
-0.284496736)
t_0)
0.254829592)
(- 1.0 (* (* x x) 0.10731592879921))))))))
double code(double x) {
double t_0 = fma(fabs(x), 0.3275911, 1.0);
return 1.0 - (exp((-fabs(x) * fabs(x))) * ((1.0 / pow((1.0 - (0.3275911 * fabs(x))), -1.0)) * (((((((fma((1.061405429 / fma((x * x), 0.10731592879921, -1.0)), fma(0.3275911, fabs(x), -1.0), -1.453152027) / t_0) + 1.421413741) / t_0) + -0.284496736) / t_0) + 0.254829592) / (1.0 - ((x * x) * 0.10731592879921)))));
}
function code(x) t_0 = fma(abs(x), 0.3275911, 1.0) return Float64(1.0 - Float64(exp(Float64(Float64(-abs(x)) * abs(x))) * Float64(Float64(1.0 / (Float64(1.0 - Float64(0.3275911 * abs(x))) ^ -1.0)) * Float64(Float64(Float64(Float64(Float64(Float64(Float64(fma(Float64(1.061405429 / fma(Float64(x * x), 0.10731592879921, -1.0)), fma(0.3275911, abs(x), -1.0), -1.453152027) / t_0) + 1.421413741) / t_0) + -0.284496736) / t_0) + 0.254829592) / Float64(1.0 - Float64(Float64(x * x) * 0.10731592879921)))))) end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, N[(1.0 - N[(N[Exp[N[((-N[Abs[x], $MachinePrecision]) * N[Abs[x], $MachinePrecision]), $MachinePrecision]], $MachinePrecision] * N[(N[(1.0 / N[Power[N[(1.0 - N[(0.3275911 * N[Abs[x], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], -1.0], $MachinePrecision]), $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / N[(N[(x * x), $MachinePrecision] * 0.10731592879921 + -1.0), $MachinePrecision]), $MachinePrecision] * N[(0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$0), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$0), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$0), $MachinePrecision] + 0.254829592), $MachinePrecision] / N[(1.0 - N[(N[(x * x), $MachinePrecision] * 0.10731592879921), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
1 - e^{\left(-\left|x\right|\right) \cdot \left|x\right|} \cdot \left(\frac{1}{{\left(1 - 0.3275911 \cdot \left|x\right|\right)}^{-1}} \cdot \frac{\frac{\frac{\frac{\mathsf{fma}\left(\frac{1.061405429}{\mathsf{fma}\left(x \cdot x, 0.10731592879921, -1\right)}, \mathsf{fma}\left(0.3275911, \left|x\right|, -1\right), -1.453152027\right)}{t\_0} + 1.421413741}{t\_0} + -0.284496736}{t\_0} + 0.254829592}{1 - \left(x \cdot x\right) \cdot 0.10731592879921}\right)
\end{array}
\end{array}
Initial program 81.2%
Applied rewrites81.2%
lift-+.f64N/A
lift-/.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
flip-+N/A
associate-/r/N/A
lower-fma.f64N/A
Applied rewrites81.2%
Final simplification81.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (fabs x) 0.3275911 1.0)) (t_1 (fma 0.3275911 (fabs x) 1.0)))
(-
1.0
(*
(*
(-
(/
(fma
(/
(*
(fma -0.3275911 (fabs x) -1.0)
(+ (/ (+ (/ 1.061405429 t_1) -1.453152027) t_1) 1.421413741))
(fma 0.10731592879921 (* x x) -1.0))
(fma 0.3275911 (fabs x) -1.0)
(fma 0.0931985986926496 (fabs x) 0.284496736))
(* t_0 t_0))
0.254829592)
(/ -1.0 (- (* 0.3275911 (fabs x)) -1.0)))
(exp (* (- (fabs x)) (fabs x)))))))
double code(double x) {
double t_0 = fma(fabs(x), 0.3275911, 1.0);
double t_1 = fma(0.3275911, fabs(x), 1.0);
return 1.0 - ((((fma(((fma(-0.3275911, fabs(x), -1.0) * ((((1.061405429 / t_1) + -1.453152027) / t_1) + 1.421413741)) / fma(0.10731592879921, (x * x), -1.0)), fma(0.3275911, fabs(x), -1.0), fma(0.0931985986926496, fabs(x), 0.284496736)) / (t_0 * t_0)) - 0.254829592) * (-1.0 / ((0.3275911 * fabs(x)) - -1.0))) * exp((-fabs(x) * fabs(x))));
}
function code(x) t_0 = fma(abs(x), 0.3275911, 1.0) t_1 = fma(0.3275911, abs(x), 1.0) return Float64(1.0 - Float64(Float64(Float64(Float64(fma(Float64(Float64(fma(-0.3275911, abs(x), -1.0) * Float64(Float64(Float64(Float64(1.061405429 / t_1) + -1.453152027) / t_1) + 1.421413741)) / fma(0.10731592879921, Float64(x * x), -1.0)), fma(0.3275911, abs(x), -1.0), fma(0.0931985986926496, abs(x), 0.284496736)) / Float64(t_0 * t_0)) - 0.254829592) * Float64(-1.0 / Float64(Float64(0.3275911 * abs(x)) - -1.0))) * exp(Float64(Float64(-abs(x)) * abs(x))))) end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, N[(1.0 - N[(N[(N[(N[(N[(N[(N[(N[(-0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision] * N[(N[(N[(N[(1.061405429 / t$95$1), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$1), $MachinePrecision] + 1.421413741), $MachinePrecision]), $MachinePrecision] / N[(0.10731592879921 * N[(x * x), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision] * N[(0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision] + N[(0.0931985986926496 * N[Abs[x], $MachinePrecision] + 0.284496736), $MachinePrecision]), $MachinePrecision] / N[(t$95$0 * t$95$0), $MachinePrecision]), $MachinePrecision] - 0.254829592), $MachinePrecision] * N[(-1.0 / N[(N[(0.3275911 * N[Abs[x], $MachinePrecision]), $MachinePrecision] - -1.0), $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 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
t_1 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
1 - \left(\left(\frac{\mathsf{fma}\left(\frac{\mathsf{fma}\left(-0.3275911, \left|x\right|, -1\right) \cdot \left(\frac{\frac{1.061405429}{t\_1} + -1.453152027}{t\_1} + 1.421413741\right)}{\mathsf{fma}\left(0.10731592879921, x \cdot x, -1\right)}, \mathsf{fma}\left(0.3275911, \left|x\right|, -1\right), \mathsf{fma}\left(0.0931985986926496, \left|x\right|, 0.284496736\right)\right)}{t\_0 \cdot t\_0} - 0.254829592\right) \cdot \frac{-1}{0.3275911 \cdot \left|x\right| - -1}\right) \cdot e^{\left(-\left|x\right|\right) \cdot \left|x\right|}
\end{array}
\end{array}
Initial program 81.2%
Applied rewrites81.2%
Applied rewrites81.2%
Final simplification81.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma -0.10731592879921 (* x x) 1.0))
(t_1 (fma (fabs x) 0.3275911 1.0)))
(-
1.0
(*
(/
(*
(fma -0.3275911 (fabs x) 1.0)
(+
(/
(+
(/
(+
(/
(fma
(fma (fabs x) 0.3275911 -1.0)
(/ -1.061405429 t_0)
-1.453152027)
t_1)
1.421413741)
t_1)
-0.284496736)
t_1)
0.254829592))
t_0)
(exp (* (- (fabs x)) (fabs x)))))))
double code(double x) {
double t_0 = fma(-0.10731592879921, (x * x), 1.0);
double t_1 = fma(fabs(x), 0.3275911, 1.0);
return 1.0 - (((fma(-0.3275911, fabs(x), 1.0) * ((((((fma(fma(fabs(x), 0.3275911, -1.0), (-1.061405429 / t_0), -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592)) / t_0) * exp((-fabs(x) * fabs(x))));
}
function code(x) t_0 = fma(-0.10731592879921, Float64(x * x), 1.0) t_1 = fma(abs(x), 0.3275911, 1.0) return Float64(1.0 - Float64(Float64(Float64(fma(-0.3275911, abs(x), 1.0) * Float64(Float64(Float64(Float64(Float64(Float64(fma(fma(abs(x), 0.3275911, -1.0), Float64(-1.061405429 / t_0), -1.453152027) / t_1) + 1.421413741) / t_1) + -0.284496736) / t_1) + 0.254829592)) / t_0) * exp(Float64(Float64(-abs(x)) * abs(x))))) end
code[x_] := Block[{t$95$0 = N[(-0.10731592879921 * N[(x * x), $MachinePrecision] + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, N[(1.0 - N[(N[(N[(N[(-0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(N[Abs[x], $MachinePrecision] * 0.3275911 + -1.0), $MachinePrecision] * N[(-1.061405429 / t$95$0), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$1), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$1), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$1), $MachinePrecision] + 0.254829592), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] * N[Exp[N[((-N[Abs[x], $MachinePrecision]) * N[Abs[x], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(-0.10731592879921, x \cdot x, 1\right)\\
t_1 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
1 - \frac{\mathsf{fma}\left(-0.3275911, \left|x\right|, 1\right) \cdot \left(\frac{\frac{\frac{\mathsf{fma}\left(\mathsf{fma}\left(\left|x\right|, 0.3275911, -1\right), \frac{-1.061405429}{t\_0}, -1.453152027\right)}{t\_1} + 1.421413741}{t\_1} + -0.284496736}{t\_1} + 0.254829592\right)}{t\_0} \cdot e^{\left(-\left|x\right|\right) \cdot \left|x\right|}
\end{array}
\end{array}
Initial program 81.2%
Applied rewrites81.2%
lift-+.f64N/A
lift-/.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
flip-+N/A
associate-/r/N/A
lower-fma.f64N/A
Applied rewrites81.2%
Applied rewrites81.2%
Final simplification81.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (fabs x) 0.3275911 1.0)))
(-
1.0
(*
(/
(+
(/
(+
(/
(+
(/
(fma
(/ 1.061405429 (fma (* x x) 0.10731592879921 -1.0))
(fma 0.3275911 (fabs x) -1.0)
-1.453152027)
t_0)
1.421413741)
t_0)
-0.284496736)
t_0)
0.254829592)
t_0)
(exp (* (- (fabs x)) (fabs x)))))))
double code(double x) {
double t_0 = fma(fabs(x), 0.3275911, 1.0);
return 1.0 - ((((((((fma((1.061405429 / fma((x * x), 0.10731592879921, -1.0)), fma(0.3275911, fabs(x), -1.0), -1.453152027) / t_0) + 1.421413741) / t_0) + -0.284496736) / t_0) + 0.254829592) / t_0) * exp((-fabs(x) * fabs(x))));
}
function code(x) t_0 = fma(abs(x), 0.3275911, 1.0) return Float64(1.0 - Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(fma(Float64(1.061405429 / fma(Float64(x * x), 0.10731592879921, -1.0)), fma(0.3275911, abs(x), -1.0), -1.453152027) / t_0) + 1.421413741) / t_0) + -0.284496736) / t_0) + 0.254829592) / t_0) * exp(Float64(Float64(-abs(x)) * abs(x))))) end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, N[(1.0 - N[(N[(N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / N[(N[(x * x), $MachinePrecision] * 0.10731592879921 + -1.0), $MachinePrecision]), $MachinePrecision] * N[(0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$0), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$0), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$0), $MachinePrecision] + 0.254829592), $MachinePrecision] / t$95$0), $MachinePrecision] * N[Exp[N[((-N[Abs[x], $MachinePrecision]) * N[Abs[x], $MachinePrecision]), $MachinePrecision]], $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
1 - \frac{\frac{\frac{\frac{\mathsf{fma}\left(\frac{1.061405429}{\mathsf{fma}\left(x \cdot x, 0.10731592879921, -1\right)}, \mathsf{fma}\left(0.3275911, \left|x\right|, -1\right), -1.453152027\right)}{t\_0} + 1.421413741}{t\_0} + -0.284496736}{t\_0} + 0.254829592}{t\_0} \cdot e^{\left(-\left|x\right|\right) \cdot \left|x\right|}
\end{array}
\end{array}
Initial program 81.2%
lift-*.f64N/A
*-commutativeN/A
lift-/.f64N/A
un-div-invN/A
lower-/.f6481.2
Applied rewrites81.2%
lift-+.f64N/A
lift-/.f64N/A
lift-fma.f64N/A
lift-*.f64N/A
flip-+N/A
associate-/r/N/A
lower-fma.f64N/A
Applied rewrites81.2%
Final simplification81.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma 0.3275911 (fabs x) 1.0)))
(-
1.0
(*
(exp (* (- x) x))
(*
(/
(+
(/
(+
(/ (+ (/ (+ (/ 1.061405429 t_0) -1.453152027) t_0) 1.421413741) t_0)
-0.284496736)
t_0)
0.254829592)
(fma 0.10731592879921 (* x x) -1.0))
(fma 0.3275911 (fabs x) -1.0))))))
double code(double x) {
double t_0 = fma(0.3275911, fabs(x), 1.0);
return 1.0 - (exp((-x * x)) * ((((((((((1.061405429 / t_0) + -1.453152027) / t_0) + 1.421413741) / t_0) + -0.284496736) / t_0) + 0.254829592) / fma(0.10731592879921, (x * x), -1.0)) * fma(0.3275911, fabs(x), -1.0)));
}
function code(x) t_0 = fma(0.3275911, abs(x), 1.0) return Float64(1.0 - Float64(exp(Float64(Float64(-x) * x)) * Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(Float64(1.061405429 / t_0) + -1.453152027) / t_0) + 1.421413741) / t_0) + -0.284496736) / t_0) + 0.254829592) / fma(0.10731592879921, Float64(x * x), -1.0)) * fma(0.3275911, abs(x), -1.0)))) end
code[x_] := Block[{t$95$0 = N[(0.3275911 * N[Abs[x], $MachinePrecision] + 1.0), $MachinePrecision]}, N[(1.0 - N[(N[Exp[N[((-x) * x), $MachinePrecision]], $MachinePrecision] * N[(N[(N[(N[(N[(N[(N[(N[(N[(N[(1.061405429 / t$95$0), $MachinePrecision] + -1.453152027), $MachinePrecision] / t$95$0), $MachinePrecision] + 1.421413741), $MachinePrecision] / t$95$0), $MachinePrecision] + -0.284496736), $MachinePrecision] / t$95$0), $MachinePrecision] + 0.254829592), $MachinePrecision] / N[(0.10731592879921 * N[(x * x), $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision] * N[(0.3275911 * N[Abs[x], $MachinePrecision] + -1.0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(0.3275911, \left|x\right|, 1\right)\\
1 - e^{\left(-x\right) \cdot x} \cdot \left(\frac{\frac{\frac{\frac{\frac{1.061405429}{t\_0} + -1.453152027}{t\_0} + 1.421413741}{t\_0} + -0.284496736}{t\_0} + 0.254829592}{\mathsf{fma}\left(0.10731592879921, x \cdot x, -1\right)} \cdot \mathsf{fma}\left(0.3275911, \left|x\right|, -1\right)\right)
\end{array}
\end{array}
Initial program 81.2%
lift-*.f64N/A
*-commutativeN/A
lift-/.f64N/A
un-div-invN/A
lower-/.f6481.2
Applied rewrites81.2%
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f6481.2
Applied rewrites81.2%
Applied rewrites81.2%
Final simplification81.2%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (fabs x) 0.3275911 1.0)))
(-
1.0
(*
(exp (* (- x) x))
(/
(+
(/
(+
-0.284496736
(/ (+ 1.421413741 (/ (+ -1.453152027 (/ 1.061405429 t_0)) t_0)) t_0))
t_0)
0.254829592)
t_0)))))
double code(double x) {
double t_0 = fma(fabs(x), 0.3275911, 1.0);
return 1.0 - (exp((-x * x)) * ((((-0.284496736 + ((1.421413741 + ((-1.453152027 + (1.061405429 / t_0)) / t_0)) / t_0)) / t_0) + 0.254829592) / t_0));
}
function code(x) t_0 = fma(abs(x), 0.3275911, 1.0) return Float64(1.0 - Float64(exp(Float64(Float64(-x) * x)) * Float64(Float64(Float64(Float64(-0.284496736 + Float64(Float64(1.421413741 + Float64(Float64(-1.453152027 + Float64(1.061405429 / t_0)) / t_0)) / t_0)) / t_0) + 0.254829592) / t_0))) end
code[x_] := Block[{t$95$0 = N[(N[Abs[x], $MachinePrecision] * 0.3275911 + 1.0), $MachinePrecision]}, N[(1.0 - N[(N[Exp[N[((-x) * x), $MachinePrecision]], $MachinePrecision] * N[(N[(N[(N[(-0.284496736 + N[(N[(1.421413741 + N[(N[(-1.453152027 + N[(1.061405429 / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision] / t$95$0), $MachinePrecision] + 0.254829592), $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(\left|x\right|, 0.3275911, 1\right)\\
1 - e^{\left(-x\right) \cdot x} \cdot \frac{\frac{-0.284496736 + \frac{1.421413741 + \frac{-1.453152027 + \frac{1.061405429}{t\_0}}{t\_0}}{t\_0}}{t\_0} + 0.254829592}{t\_0}
\end{array}
\end{array}
Initial program 81.2%
lift-*.f64N/A
*-commutativeN/A
lift-/.f64N/A
un-div-invN/A
lower-/.f6481.2
Applied rewrites81.2%
lift-*.f64N/A
lift-fabs.f64N/A
lift-fabs.f64N/A
sqr-absN/A
lift-*.f6481.2
Applied rewrites81.2%
Final simplification81.2%
herbie shell --seed 2024288
(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)))))))