
(FPCore (x) :precision binary64 (* (fmod (exp x) (sqrt (cos x))) (exp (- x))))
double code(double x) {
return fmod(exp(x), sqrt(cos(x))) * exp(-x);
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x)
use fmin_fmax_functions
real(8), intent (in) :: x
code = mod(exp(x), sqrt(cos(x))) * exp(-x)
end function
def code(x): return math.fmod(math.exp(x), math.sqrt(math.cos(x))) * math.exp(-x)
function code(x) return Float64(rem(exp(x), sqrt(cos(x))) * exp(Float64(-x))) end
code[x_] := N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = N[Sqrt[N[Cos[x], $MachinePrecision]], $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\left(e^{x}\right) \bmod \left(\sqrt{\cos x}\right)\right) \cdot e^{-x}
\end{array}
Sampling outcomes in binary64 precision:
Herbie found 17 alternatives:
| Alternative | Accuracy | Speedup |
|---|
(FPCore (x) :precision binary64 (* (fmod (exp x) (sqrt (cos x))) (exp (- x))))
double code(double x) {
return fmod(exp(x), sqrt(cos(x))) * exp(-x);
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x)
use fmin_fmax_functions
real(8), intent (in) :: x
code = mod(exp(x), sqrt(cos(x))) * exp(-x)
end function
def code(x): return math.fmod(math.exp(x), math.sqrt(math.cos(x))) * math.exp(-x)
function code(x) return Float64(rem(exp(x), sqrt(cos(x))) * exp(Float64(-x))) end
code[x_] := N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = N[Sqrt[N[Cos[x], $MachinePrecision]], $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision]
\begin{array}{l}
\\
\left(\left(e^{x}\right) \bmod \left(\sqrt{\cos x}\right)\right) \cdot e^{-x}
\end{array}
(FPCore (x)
:precision binary64
(let* ((t_0 (exp (- x))))
(if (<= x -5e-70)
(* (fmod (exp x) (* (* (- (exp (* (log (* x x)) -1.0)) 0.25) x) x)) t_0)
(if (<= x -7.5e-155)
(*
(fmod
1.0
(* (* (/ (- (pow x -4.0) 0.0625) (+ (pow x -2.0) 0.25)) x) x))
t_0)
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (pow x -2.0) 0.25) x) x)) (fma -1.0 x 1.0))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) (fma (* x x) -0.25 1.0))
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0)))))))
double code(double x) {
double t_0 = exp(-x);
double tmp;
if (x <= -5e-70) {
tmp = fmod(exp(x), (((exp((log((x * x)) * -1.0)) - 0.25) * x) * x)) * t_0;
} else if (x <= -7.5e-155) {
tmp = fmod(1.0, ((((pow(x, -4.0) - 0.0625) / (pow(x, -2.0) + 0.25)) * x) * x)) * t_0;
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((pow(x, -2.0) - 0.25) * x) * x)) * fma(-1.0, x, 1.0);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), fma((x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = exp(Float64(-x)) tmp = 0.0 if (x <= -5e-70) tmp = Float64(rem(exp(x), Float64(Float64(Float64(exp(Float64(log(Float64(x * x)) * -1.0)) - 0.25) * x) * x)) * t_0); elseif (x <= -7.5e-155) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64((x ^ -4.0) - 0.0625) / Float64((x ^ -2.0) + 0.25)) * x) * x)) * t_0); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64((x ^ -2.0) - 0.25) * x) * x)) * fma(-1.0, x, 1.0)); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), fma(Float64(x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[Exp[(-x)], $MachinePrecision]}, If[LessEqual[x, -5e-70], N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = N[(N[(N[(N[Exp[N[(N[Log[N[(x * x), $MachinePrecision]], $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$0), $MachinePrecision], If[LessEqual[x, -7.5e-155], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[Power[x, -4.0], $MachinePrecision] - 0.0625), $MachinePrecision] / N[(N[Power[x, -2.0], $MachinePrecision] + 0.25), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$0), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[Power[x, -2.0], $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(-1.0 * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{-x}\\
\mathbf{if}\;x \leq -5 \cdot 10^{-70}:\\
\;\;\;\;\left(\left(e^{x}\right) \bmod \left(\left(\left(e^{\log \left(x \cdot x\right) \cdot -1} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot t\_0\\
\mathbf{elif}\;x \leq -7.5 \cdot 10^{-155}:\\
\;\;\;\;\left(1 \bmod \left(\left(\frac{{x}^{-4} - 0.0625}{{x}^{-2} + 0.25} \cdot x\right) \cdot x\right)\right) \cdot t\_0\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left({x}^{-2} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot \mathsf{fma}\left(-1, x, 1\right)\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod \left(\mathsf{fma}\left(x \cdot x, -0.25, 1\right)\right)\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -4.9999999999999998e-70Initial program 34.8%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6434.8
Applied rewrites34.8%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval39.9
Applied rewrites39.9%
lift-pow.f64N/A
metadata-evalN/A
pow-powN/A
pow-to-expN/A
lower-exp.f64N/A
lower-*.f64N/A
lower-log.f64N/A
pow2N/A
lift-*.f6465.0
Applied rewrites65.0%
if -4.9999999999999998e-70 < x < -7.5000000000000006e-155Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval4.5
Applied rewrites4.5%
Taylor expanded in x around 0
Applied rewrites4.5%
lift--.f64N/A
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
flip--N/A
lower-/.f64N/A
metadata-evalN/A
metadata-evalN/A
lower--.f64N/A
frac-timesN/A
metadata-evalN/A
pow-prod-upN/A
metadata-evalN/A
pow-flipN/A
lower-pow.f64N/A
metadata-evalN/A
metadata-evalN/A
lower-+.f64N/A
pow-flipN/A
metadata-evalN/A
lift-pow.f64100.0
Applied rewrites100.0%
if -7.5000000000000006e-155 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval100.0
Applied rewrites100.0%
Taylor expanded in x around 0
Applied rewrites100.0%
Taylor expanded in x around 0
mul-1-negN/A
+-commutativeN/A
mul-1-negN/A
lower-fma.f64100.0
Applied rewrites100.0%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0))
(t_1 (* (fmod (exp x) (sqrt (cos x))) (exp (- x))))
(t_2 (fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0)))
(if (<= t_1 1e-8)
(* (fmod (fma (* x x) 0.5 x) t_0) t_2)
(if (<= t_1 2.0)
(*
(fmod (fma (fma (fma 0.16666666666666666 x 0.5) x 1.0) x 1.0) t_0)
t_2)
(* (fmod 1.0 1.0) 1.0)))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double t_1 = fmod(exp(x), sqrt(cos(x))) * exp(-x);
double t_2 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
double tmp;
if (t_1 <= 1e-8) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * t_2;
} else if (t_1 <= 2.0) {
tmp = fmod(fma(fma(fma(0.16666666666666666, x, 0.5), x, 1.0), x, 1.0), t_0) * t_2;
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) t_1 = Float64(rem(exp(x), sqrt(cos(x))) * exp(Float64(-x))) t_2 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0) tmp = 0.0 if (t_1 <= 1e-8) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * t_2); elseif (t_1 <= 2.0) tmp = Float64(rem(fma(fma(fma(0.16666666666666666, x, 0.5), x, 1.0), x, 1.0), t_0) * t_2); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = N[Sqrt[N[Cos[x], $MachinePrecision]], $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision]}, Block[{t$95$2 = N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]}, If[LessEqual[t$95$1, 1e-8], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$2), $MachinePrecision], If[LessEqual[t$95$1, 2.0], N[(N[With[{TMP1 = N[(N[(N[(0.16666666666666666 * x + 0.5), $MachinePrecision] * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$2), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
t_1 := \left(\left(e^{x}\right) \bmod \left(\sqrt{\cos x}\right)\right) \cdot e^{-x}\\
t_2 := \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{if}\;t\_1 \leq 10^{-8}:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot t\_2\\
\mathbf{elif}\;t\_1 \leq 2:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(0.16666666666666666, x, 0.5\right), x, 1\right), x, 1\right)\right) \bmod t\_0\right) \cdot t\_2\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if (*.f64 (fmod.f64 (exp.f64 x) (sqrt.f64 (cos.f64 x))) (exp.f64 (neg.f64 x))) < 1e-8Initial program 4.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f644.7
Applied rewrites4.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f644.7
Applied rewrites4.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f644.7
Applied rewrites4.7%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6456.8
Applied rewrites56.8%
if 1e-8 < (*.f64 (fmod.f64 (exp.f64 x) (sqrt.f64 (cos.f64 x))) (exp.f64 (neg.f64 x))) < 2Initial program 93.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6493.4
Applied rewrites93.4%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6480.7
Applied rewrites80.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6479.1
Applied rewrites79.1%
if 2 < (*.f64 (fmod.f64 (exp.f64 x) (sqrt.f64 (cos.f64 x))) (exp.f64 (neg.f64 x))) Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.1%
Taylor expanded in x around 0
Applied rewrites96.3%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0))
(t_1 (fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0)))
(if (<= x -5e-69)
(* (fmod (* (+ (+ (pow x -1.0) 0.5) (pow x -2.0)) (* x x)) t_0) t_1)
(if (<= x -7.5e-155)
(*
(fmod
1.0
(* (* (/ (- (pow x -4.0) 0.0625) (+ (pow x -2.0) 0.25)) x) x))
(exp (- x)))
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (pow x -2.0) 0.25) x) x)) (fma -1.0 x 1.0))
(if (<= x 0.002)
(* (fmod (fma (* x x) 0.5 x) t_0) t_1)
(* (fmod 1.0 1.0) 1.0)))))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double t_1 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
double tmp;
if (x <= -5e-69) {
tmp = fmod((((pow(x, -1.0) + 0.5) + pow(x, -2.0)) * (x * x)), t_0) * t_1;
} else if (x <= -7.5e-155) {
tmp = fmod(1.0, ((((pow(x, -4.0) - 0.0625) / (pow(x, -2.0) + 0.25)) * x) * x)) * exp(-x);
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((pow(x, -2.0) - 0.25) * x) * x)) * fma(-1.0, x, 1.0);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * t_1;
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) t_1 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0) tmp = 0.0 if (x <= -5e-69) tmp = Float64(rem(Float64(Float64(Float64((x ^ -1.0) + 0.5) + (x ^ -2.0)) * Float64(x * x)), t_0) * t_1); elseif (x <= -7.5e-155) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64((x ^ -4.0) - 0.0625) / Float64((x ^ -2.0) + 0.25)) * x) * x)) * exp(Float64(-x))); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64((x ^ -2.0) - 0.25) * x) * x)) * fma(-1.0, x, 1.0)); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * t_1); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]}, If[LessEqual[x, -5e-69], N[(N[With[{TMP1 = N[(N[(N[(N[Power[x, -1.0], $MachinePrecision] + 0.5), $MachinePrecision] + N[Power[x, -2.0], $MachinePrecision]), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$1), $MachinePrecision], If[LessEqual[x, -7.5e-155], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[Power[x, -4.0], $MachinePrecision] - 0.0625), $MachinePrecision] / N[(N[Power[x, -2.0], $MachinePrecision] + 0.25), $MachinePrecision]), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[Power[x, -2.0], $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(-1.0 * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$1), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
t_1 := \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{if}\;x \leq -5 \cdot 10^{-69}:\\
\;\;\;\;\left(\left(\left(\left({x}^{-1} + 0.5\right) + {x}^{-2}\right) \cdot \left(x \cdot x\right)\right) \bmod t\_0\right) \cdot t\_1\\
\mathbf{elif}\;x \leq -7.5 \cdot 10^{-155}:\\
\;\;\;\;\left(1 \bmod \left(\left(\frac{{x}^{-4} - 0.0625}{{x}^{-2} + 0.25} \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left({x}^{-2} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot \mathsf{fma}\left(-1, x, 1\right)\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot t\_1\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -5.00000000000000033e-69Initial program 36.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.1
Applied rewrites36.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6430.3
Applied rewrites30.3%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6430.6
Applied rewrites30.6%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
associate-+r+N/A
lower-+.f64N/A
+-commutativeN/A
lower-+.f64N/A
inv-powN/A
lower-pow.f64N/A
pow-flipN/A
metadata-evalN/A
lift-pow.f64N/A
pow2N/A
lift-*.f6455.7
Applied rewrites55.7%
if -5.00000000000000033e-69 < x < -7.5000000000000006e-155Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval4.4
Applied rewrites4.4%
Taylor expanded in x around 0
Applied rewrites4.4%
lift--.f64N/A
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
flip--N/A
lower-/.f64N/A
metadata-evalN/A
metadata-evalN/A
lower--.f64N/A
frac-timesN/A
metadata-evalN/A
pow-prod-upN/A
metadata-evalN/A
pow-flipN/A
lower-pow.f64N/A
metadata-evalN/A
metadata-evalN/A
lower-+.f64N/A
pow-flipN/A
metadata-evalN/A
lift-pow.f6496.3
Applied rewrites96.3%
if -7.5000000000000006e-155 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval100.0
Applied rewrites100.0%
Taylor expanded in x around 0
Applied rewrites100.0%
Taylor expanded in x around 0
mul-1-negN/A
+-commutativeN/A
mul-1-negN/A
lower-fma.f64100.0
Applied rewrites100.0%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0))
(t_1 (fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0)))
(if (<= x -3.8e-26)
(* (fmod (* (+ (+ (pow x -1.0) 0.5) (pow x -2.0)) (* x x)) t_0) t_1)
(if (<= x -2e-310)
(*
(fmod 1.0 (* (* (- (exp (* (log (* x x)) -1.0)) 0.25) x) x))
(exp (- x)))
(if (<= x 0.002)
(* (fmod (fma (* x x) 0.5 x) t_0) t_1)
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double t_1 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
double tmp;
if (x <= -3.8e-26) {
tmp = fmod((((pow(x, -1.0) + 0.5) + pow(x, -2.0)) * (x * x)), t_0) * t_1;
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((exp((log((x * x)) * -1.0)) - 0.25) * x) * x)) * exp(-x);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * t_1;
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) t_1 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0) tmp = 0.0 if (x <= -3.8e-26) tmp = Float64(rem(Float64(Float64(Float64((x ^ -1.0) + 0.5) + (x ^ -2.0)) * Float64(x * x)), t_0) * t_1); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(exp(Float64(log(Float64(x * x)) * -1.0)) - 0.25) * x) * x)) * exp(Float64(-x))); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * t_1); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]}, If[LessEqual[x, -3.8e-26], N[(N[With[{TMP1 = N[(N[(N[(N[Power[x, -1.0], $MachinePrecision] + 0.5), $MachinePrecision] + N[Power[x, -2.0], $MachinePrecision]), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$1), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[Exp[N[(N[Log[N[(x * x), $MachinePrecision]], $MachinePrecision] * -1.0), $MachinePrecision]], $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$1), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
t_1 := \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{if}\;x \leq -3.8 \cdot 10^{-26}:\\
\;\;\;\;\left(\left(\left(\left({x}^{-1} + 0.5\right) + {x}^{-2}\right) \cdot \left(x \cdot x\right)\right) \bmod t\_0\right) \cdot t\_1\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(e^{\log \left(x \cdot x\right) \cdot -1} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot t\_1\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -3.80000000000000015e-26Initial program 61.5%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6461.5
Applied rewrites61.5%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6451.3
Applied rewrites51.3%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6451.7
Applied rewrites51.7%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
associate-+r+N/A
lower-+.f64N/A
+-commutativeN/A
lower-+.f64N/A
inv-powN/A
lower-pow.f64N/A
pow-flipN/A
metadata-evalN/A
lift-pow.f64N/A
pow2N/A
lift-*.f6473.7
Applied rewrites73.7%
if -3.80000000000000015e-26 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval59.3
Applied rewrites59.3%
Taylor expanded in x around 0
Applied rewrites59.3%
lift-pow.f64N/A
metadata-evalN/A
pow-powN/A
pow-to-expN/A
lower-exp.f64N/A
lower-*.f64N/A
lower-log.f64N/A
pow2N/A
lift-*.f6481.4
Applied rewrites81.4%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0))
(t_1 (fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0)))
(if (<= x -2e-69)
(* (fmod (* (+ (+ (pow x -1.0) 0.5) (pow x -2.0)) (* x x)) t_0) t_1)
(if (<= x -2e-310)
(*
(fmod 1.0 (* (* (- (* (/ -1.0 x) (/ -1.0 x)) 0.25) x) x))
(exp (- x)))
(if (<= x 0.002)
(* (fmod (fma (* x x) 0.5 x) t_0) t_1)
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double t_1 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
double tmp;
if (x <= -2e-69) {
tmp = fmod((((pow(x, -1.0) + 0.5) + pow(x, -2.0)) * (x * x)), t_0) * t_1;
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((((-1.0 / x) * (-1.0 / x)) - 0.25) * x) * x)) * exp(-x);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * t_1;
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) t_1 = fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0) tmp = 0.0 if (x <= -2e-69) tmp = Float64(rem(Float64(Float64(Float64((x ^ -1.0) + 0.5) + (x ^ -2.0)) * Float64(x * x)), t_0) * t_1); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64(Float64(-1.0 / x) * Float64(-1.0 / x)) - 0.25) * x) * x)) * exp(Float64(-x))); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * t_1); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Block[{t$95$1 = N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]}, If[LessEqual[x, -2e-69], N[(N[With[{TMP1 = N[(N[(N[(N[Power[x, -1.0], $MachinePrecision] + 0.5), $MachinePrecision] + N[Power[x, -2.0], $MachinePrecision]), $MachinePrecision] * N[(x * x), $MachinePrecision]), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$1), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[(-1.0 / x), $MachinePrecision] * N[(-1.0 / x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$1), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
t_1 := \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{if}\;x \leq -2 \cdot 10^{-69}:\\
\;\;\;\;\left(\left(\left(\left({x}^{-1} + 0.5\right) + {x}^{-2}\right) \cdot \left(x \cdot x\right)\right) \bmod t\_0\right) \cdot t\_1\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(\frac{-1}{x} \cdot \frac{-1}{x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot t\_1\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -1.9999999999999999e-69Initial program 36.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6436.1
Applied rewrites36.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6430.3
Applied rewrites30.3%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6430.6
Applied rewrites30.6%
Taylor expanded in x around inf
*-commutativeN/A
lower-*.f64N/A
associate-+r+N/A
lower-+.f64N/A
+-commutativeN/A
lower-+.f64N/A
inv-powN/A
lower-pow.f64N/A
pow-flipN/A
metadata-evalN/A
lift-pow.f64N/A
pow2N/A
lift-*.f6455.7
Applied rewrites55.7%
if -1.9999999999999999e-69 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval65.5
Applied rewrites65.5%
Taylor expanded in x around 0
Applied rewrites65.5%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
metadata-evalN/A
pow2N/A
times-fracN/A
lower-*.f64N/A
lower-/.f64N/A
lower-/.f6474.9
Applied rewrites74.9%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(if (<= x -2e-310)
(* (fmod (exp x) (* (* (fma (/ -1.0 x) (/ -1.0 x) -0.25) x) x)) (exp (- x)))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) (fma (* x x) -0.25 1.0))
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0))))
double code(double x) {
double tmp;
if (x <= -2e-310) {
tmp = fmod(exp(x), ((fma((-1.0 / x), (-1.0 / x), -0.25) * x) * x)) * exp(-x);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), fma((x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= -2e-310) tmp = Float64(rem(exp(x), Float64(Float64(fma(Float64(-1.0 / x), Float64(-1.0 / x), -0.25) * x) * x)) * exp(Float64(-x))); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), fma(Float64(x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = N[(N[(N[(N[(-1.0 / x), $MachinePrecision] * N[(-1.0 / x), $MachinePrecision] + -0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(\left(e^{x}\right) \bmod \left(\left(\mathsf{fma}\left(\frac{-1}{x}, \frac{-1}{x}, -0.25\right) \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod \left(\mathsf{fma}\left(x \cdot x, -0.25, 1\right)\right)\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -1.999999999999994e-310Initial program 11.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6411.1
Applied rewrites11.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval59.7
Applied rewrites59.7%
lift--.f64N/A
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
metadata-evalN/A
metadata-evalN/A
pow2N/A
times-fracN/A
lower-fma.f64N/A
lower-/.f64N/A
lower-/.f6465.7
Applied rewrites65.7%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (exp (- x))))
(if (<= x -2e-51)
(* (fmod (exp x) (* (* (- (/ 1.0 (* x x)) 0.25) x) x)) t_0)
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (* (/ -1.0 x) (/ -1.0 x)) 0.25) x) x)) t_0)
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) (fma (* x x) -0.25 1.0))
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = exp(-x);
double tmp;
if (x <= -2e-51) {
tmp = fmod(exp(x), ((((1.0 / (x * x)) - 0.25) * x) * x)) * t_0;
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((((-1.0 / x) * (-1.0 / x)) - 0.25) * x) * x)) * t_0;
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), fma((x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = exp(Float64(-x)) tmp = 0.0 if (x <= -2e-51) tmp = Float64(rem(exp(x), Float64(Float64(Float64(Float64(1.0 / Float64(x * x)) - 0.25) * x) * x)) * t_0); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64(Float64(-1.0 / x) * Float64(-1.0 / x)) - 0.25) * x) * x)) * t_0); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), fma(Float64(x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[Exp[(-x)], $MachinePrecision]}, If[LessEqual[x, -2e-51], N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = N[(N[(N[(N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$0), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[(-1.0 / x), $MachinePrecision] * N[(-1.0 / x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$0), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{-x}\\
\mathbf{if}\;x \leq -2 \cdot 10^{-51}:\\
\;\;\;\;\left(\left(e^{x}\right) \bmod \left(\left(\left(\frac{1}{x \cdot x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot t\_0\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(\frac{-1}{x} \cdot \frac{-1}{x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot t\_0\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod \left(\mathsf{fma}\left(x \cdot x, -0.25, 1\right)\right)\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -2e-51Initial program 39.3%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6439.3
Applied rewrites39.3%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval44.9
Applied rewrites44.9%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
lower-/.f64N/A
pow2N/A
lift-*.f6449.8
Applied rewrites49.8%
if -2e-51 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval63.9
Applied rewrites63.9%
Taylor expanded in x around 0
Applied rewrites63.9%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
metadata-evalN/A
pow2N/A
times-fracN/A
lower-*.f64N/A
lower-/.f64N/A
lower-/.f6473.1
Applied rewrites73.1%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(if (<= x -1e-21)
(/ (fmod (exp x) 1.0) (exp x))
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (* (/ -1.0 x) (/ -1.0 x)) 0.25) x) x)) (exp (- x)))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) (fma (* x x) -0.25 1.0))
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0)))))
double code(double x) {
double tmp;
if (x <= -1e-21) {
tmp = fmod(exp(x), 1.0) / exp(x);
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((((-1.0 / x) * (-1.0 / x)) - 0.25) * x) * x)) * exp(-x);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), fma((x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= -1e-21) tmp = Float64(rem(exp(x), 1.0) / exp(x)); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64(Float64(-1.0 / x) * Float64(-1.0 / x)) - 0.25) * x) * x)) * exp(Float64(-x))); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), fma(Float64(x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := If[LessEqual[x, -1e-21], N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] / N[Exp[x], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[(-1.0 / x), $MachinePrecision] * N[(-1.0 / x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq -1 \cdot 10^{-21}:\\
\;\;\;\;\frac{\left(\left(e^{x}\right) \bmod 1\right)}{e^{x}}\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(\frac{-1}{x} \cdot \frac{-1}{x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod \left(\mathsf{fma}\left(x \cdot x, -0.25, 1\right)\right)\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -9.99999999999999908e-22Initial program 66.4%
Taylor expanded in x around 0
Applied rewrites66.4%
lift-*.f64N/A
lift-neg.f64N/A
lift-exp.f64N/A
exp-negN/A
associate-*r/N/A
lower-/.f64N/A
lower-*.f64N/A
lift-exp.f6467.2
Applied rewrites67.2%
if -9.99999999999999908e-22 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval58.6
Applied rewrites58.6%
Taylor expanded in x around 0
Applied rewrites58.6%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
metadata-evalN/A
pow2N/A
times-fracN/A
lower-*.f64N/A
lower-/.f64N/A
lower-/.f6465.6
Applied rewrites65.6%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
Final simplification86.5%
(FPCore (x)
:precision binary64
(let* ((t_0 (exp (- x))))
(if (<= x -1e-21)
(* (fmod (exp x) 1.0) t_0)
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (* (/ -1.0 x) (/ -1.0 x)) 0.25) x) x)) t_0)
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) (fma (* x x) -0.25 1.0))
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = exp(-x);
double tmp;
if (x <= -1e-21) {
tmp = fmod(exp(x), 1.0) * t_0;
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((((-1.0 / x) * (-1.0 / x)) - 0.25) * x) * x)) * t_0;
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), fma((x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = exp(Float64(-x)) tmp = 0.0 if (x <= -1e-21) tmp = Float64(rem(exp(x), 1.0) * t_0); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64(Float64(-1.0 / x) * Float64(-1.0 / x)) - 0.25) * x) * x)) * t_0); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), fma(Float64(x * x), -0.25, 1.0)) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[Exp[(-x)], $MachinePrecision]}, If[LessEqual[x, -1e-21], N[(N[With[{TMP1 = N[Exp[x], $MachinePrecision], TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$0), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[(-1.0 / x), $MachinePrecision] * N[(-1.0 / x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * t$95$0), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := e^{-x}\\
\mathbf{if}\;x \leq -1 \cdot 10^{-21}:\\
\;\;\;\;\left(\left(e^{x}\right) \bmod 1\right) \cdot t\_0\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(\frac{-1}{x} \cdot \frac{-1}{x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot t\_0\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod \left(\mathsf{fma}\left(x \cdot x, -0.25, 1\right)\right)\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -9.99999999999999908e-22Initial program 66.4%
Taylor expanded in x around 0
Applied rewrites66.4%
if -9.99999999999999908e-22 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval58.6
Applied rewrites58.6%
Taylor expanded in x around 0
Applied rewrites58.6%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
metadata-evalN/A
pow2N/A
times-fracN/A
lower-*.f64N/A
lower-/.f64N/A
lower-/.f6465.6
Applied rewrites65.6%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0)))
(if (<= x -1e-21)
(* (fmod (fma (fma 0.5 x 1.0) x 1.0) t_0) (fma (fma 0.5 x -1.0) x 1.0))
(if (<= x -2e-310)
(*
(fmod 1.0 (* (* (- (* (/ -1.0 x) (/ -1.0 x)) 0.25) x) x))
(exp (- x)))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) t_0)
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double tmp;
if (x <= -1e-21) {
tmp = fmod(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0);
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((((-1.0 / x) * (-1.0 / x)) - 0.25) * x) * x)) * exp(-x);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) tmp = 0.0 if (x <= -1e-21) tmp = Float64(rem(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0)); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64(Float64(-1.0 / x) * Float64(-1.0 / x)) - 0.25) * x) * x)) * exp(Float64(-x))); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, If[LessEqual[x, -1e-21], N[(N[With[{TMP1 = N[(N[(0.5 * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(0.5 * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(N[(-1.0 / x), $MachinePrecision] * N[(-1.0 / x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
\mathbf{if}\;x \leq -1 \cdot 10^{-21}:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(0.5, x, 1\right), x, 1\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(0.5, x, -1\right), x, 1\right)\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(\frac{-1}{x} \cdot \frac{-1}{x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -9.99999999999999908e-22Initial program 66.4%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6466.4
Applied rewrites66.4%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6455.3
Applied rewrites55.3%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6455.8
Applied rewrites55.8%
Taylor expanded in x around 0
Applied rewrites56.5%
if -9.99999999999999908e-22 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval58.6
Applied rewrites58.6%
Taylor expanded in x around 0
Applied rewrites58.6%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
metadata-evalN/A
pow2N/A
times-fracN/A
lower-*.f64N/A
lower-/.f64N/A
lower-/.f6465.6
Applied rewrites65.6%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0)))
(if (<= x -1e-16)
(* (fmod (fma (fma 0.5 x 1.0) x 1.0) t_0) (fma (fma 0.5 x -1.0) x 1.0))
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (/ 1.0 (* x x)) 0.25) x) x)) (exp (- x)))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) t_0)
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double tmp;
if (x <= -1e-16) {
tmp = fmod(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0);
} else if (x <= -2e-310) {
tmp = fmod(1.0, ((((1.0 / (x * x)) - 0.25) * x) * x)) * exp(-x);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) tmp = 0.0 if (x <= -1e-16) tmp = Float64(rem(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0)); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64(Float64(1.0 / Float64(x * x)) - 0.25) * x) * x)) * exp(Float64(-x))); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, If[LessEqual[x, -1e-16], N[(N[With[{TMP1 = N[(N[(0.5 * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(0.5 * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[(1.0 / N[(x * x), $MachinePrecision]), $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[Exp[(-x)], $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
\mathbf{if}\;x \leq -1 \cdot 10^{-16}:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(0.5, x, 1\right), x, 1\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(0.5, x, -1\right), x, 1\right)\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left(\frac{1}{x \cdot x} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot e^{-x}\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -9.9999999999999998e-17Initial program 79.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6479.1
Applied rewrites79.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6465.7
Applied rewrites65.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6466.3
Applied rewrites66.3%
Taylor expanded in x around 0
Applied rewrites67.2%
if -9.9999999999999998e-17 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval57.4
Applied rewrites57.4%
Taylor expanded in x around 0
Applied rewrites57.4%
lift-pow.f64N/A
metadata-evalN/A
pow-flipN/A
lower-/.f64N/A
pow2N/A
lift-*.f6458.7
Applied rewrites58.7%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0)))
(if (<= x -1e-16)
(* (fmod (fma (fma 0.5 x 1.0) x 1.0) t_0) (fma (fma 0.5 x -1.0) x 1.0))
(if (<= x -2e-310)
(* (fmod 1.0 (* (* (- (pow x -2.0) 0.25) x) x)) (fma -1.0 x 1.0))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) t_0)
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0))))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double tmp;
if (x <= -1e-16) {
tmp = fmod(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0);
} else if (x <= -2e-310) {
tmp = fmod(1.0, (((pow(x, -2.0) - 0.25) * x) * x)) * fma(-1.0, x, 1.0);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) tmp = 0.0 if (x <= -1e-16) tmp = Float64(rem(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0)); elseif (x <= -2e-310) tmp = Float64(rem(1.0, Float64(Float64(Float64((x ^ -2.0) - 0.25) * x) * x)) * fma(-1.0, x, 1.0)); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, If[LessEqual[x, -1e-16], N[(N[With[{TMP1 = N[(N[(0.5 * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(0.5 * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = 1.0, TMP2 = N[(N[(N[(N[Power[x, -2.0], $MachinePrecision] - 0.25), $MachinePrecision] * x), $MachinePrecision] * x), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(-1.0 * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
\mathbf{if}\;x \leq -1 \cdot 10^{-16}:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(0.5, x, 1\right), x, 1\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(0.5, x, -1\right), x, 1\right)\\
\mathbf{elif}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(1 \bmod \left(\left(\left({x}^{-2} - 0.25\right) \cdot x\right) \cdot x\right)\right) \cdot \mathsf{fma}\left(-1, x, 1\right)\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -9.9999999999999998e-17Initial program 79.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6479.1
Applied rewrites79.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6465.7
Applied rewrites65.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f6466.3
Applied rewrites66.3%
Taylor expanded in x around 0
Applied rewrites67.2%
if -9.9999999999999998e-17 < x < -1.999999999999994e-310Initial program 3.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f643.1
Applied rewrites3.1%
Taylor expanded in x around inf
*-commutativeN/A
pow2N/A
associate-*r*N/A
lower-*.f64N/A
lower-*.f64N/A
lower--.f64N/A
pow-flipN/A
lower-pow.f64N/A
metadata-eval57.4
Applied rewrites57.4%
Taylor expanded in x around 0
Applied rewrites57.4%
Taylor expanded in x around 0
mul-1-negN/A
+-commutativeN/A
mul-1-negN/A
lower-fma.f6457.4
Applied rewrites57.4%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(let* ((t_0 (fma (* x x) -0.25 1.0)))
(if (<= x -2e-310)
(* (fmod (fma (fma 0.5 x 1.0) x 1.0) t_0) (fma (fma 0.5 x -1.0) x 1.0))
(if (<= x 0.002)
(*
(fmod (fma (* x x) 0.5 x) t_0)
(fma (fma (fma -0.16666666666666666 x 0.5) x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0)))))
double code(double x) {
double t_0 = fma((x * x), -0.25, 1.0);
double tmp;
if (x <= -2e-310) {
tmp = fmod(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0);
} else if (x <= 0.002) {
tmp = fmod(fma((x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) t_0 = fma(Float64(x * x), -0.25, 1.0) tmp = 0.0 if (x <= -2e-310) tmp = Float64(rem(fma(fma(0.5, x, 1.0), x, 1.0), t_0) * fma(fma(0.5, x, -1.0), x, 1.0)); elseif (x <= 0.002) tmp = Float64(rem(fma(Float64(x * x), 0.5, x), t_0) * fma(fma(fma(-0.16666666666666666, x, 0.5), x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := Block[{t$95$0 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, If[LessEqual[x, -2e-310], N[(N[With[{TMP1 = N[(N[(0.5 * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(0.5 * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(x * x), $MachinePrecision] * 0.5 + x), $MachinePrecision], TMP2 = t$95$0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(N[(-0.16666666666666666 * x + 0.5), $MachinePrecision] * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]]]
\begin{array}{l}
\\
\begin{array}{l}
t_0 := \mathsf{fma}\left(x \cdot x, -0.25, 1\right)\\
\mathbf{if}\;x \leq -2 \cdot 10^{-310}:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(0.5, x, 1\right), x, 1\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(0.5, x, -1\right), x, 1\right)\\
\mathbf{elif}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(x \cdot x, 0.5, x\right)\right) \bmod t\_0\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(\mathsf{fma}\left(-0.16666666666666666, x, 0.5\right), x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < -1.999999999999994e-310Initial program 11.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f6411.1
Applied rewrites11.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f649.7
Applied rewrites9.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f649.8
Applied rewrites9.8%
Taylor expanded in x around 0
Applied rewrites9.9%
if -1.999999999999994e-310 < x < 2e-3Initial program 7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.9
Applied rewrites7.9%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f647.5
Applied rewrites7.5%
Taylor expanded in x around inf
distribute-lft-inN/A
inv-powN/A
pow-prod-upN/A
metadata-evalN/A
unpow1N/A
lower-fma.f64N/A
pow2N/A
lift-*.f6498.1
Applied rewrites98.1%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x)
:precision binary64
(if (<= x 0.002)
(*
(fmod (fma (fma 0.5 x 1.0) x 1.0) (fma (* x x) -0.25 1.0))
(fma (fma 0.5 x -1.0) x 1.0))
(* (fmod 1.0 1.0) 1.0)))
double code(double x) {
double tmp;
if (x <= 0.002) {
tmp = fmod(fma(fma(0.5, x, 1.0), x, 1.0), fma((x * x), -0.25, 1.0)) * fma(fma(0.5, x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 0.002) tmp = Float64(rem(fma(fma(0.5, x, 1.0), x, 1.0), fma(Float64(x * x), -0.25, 1.0)) * fma(fma(0.5, x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(0.5 * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = N[(N[(x * x), $MachinePrecision] * -0.25 + 1.0), $MachinePrecision]}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(0.5 * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(0.5, x, 1\right), x, 1\right)\right) \bmod \left(\mathsf{fma}\left(x \cdot x, -0.25, 1\right)\right)\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(0.5, x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < 2e-3Initial program 9.4%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
unpow2N/A
lower-*.f649.4
Applied rewrites9.4%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
*-commutativeN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f648.7
Applied rewrites8.7%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f648.5
Applied rewrites8.5%
Taylor expanded in x around 0
Applied rewrites8.6%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x) :precision binary64 (if (<= x 0.002) (* (fmod (fma (fma 0.5 x 1.0) x 1.0) 1.0) (fma (fma 0.5 x -1.0) x 1.0)) (* (fmod 1.0 1.0) 1.0)))
double code(double x) {
double tmp;
if (x <= 0.002) {
tmp = fmod(fma(fma(0.5, x, 1.0), x, 1.0), 1.0) * fma(fma(0.5, x, -1.0), x, 1.0);
} else {
tmp = fmod(1.0, 1.0) * 1.0;
}
return tmp;
}
function code(x) tmp = 0.0 if (x <= 0.002) tmp = Float64(rem(fma(fma(0.5, x, 1.0), x, 1.0), 1.0) * fma(fma(0.5, x, -1.0), x, 1.0)); else tmp = Float64(rem(1.0, 1.0) * 1.0); end return tmp end
code[x_] := If[LessEqual[x, 0.002], N[(N[With[{TMP1 = N[(N[(0.5 * x + 1.0), $MachinePrecision] * x + 1.0), $MachinePrecision], TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * N[(N[(0.5 * x + -1.0), $MachinePrecision] * x + 1.0), $MachinePrecision]), $MachinePrecision], N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]]
\begin{array}{l}
\\
\begin{array}{l}
\mathbf{if}\;x \leq 0.002:\\
\;\;\;\;\left(\left(\mathsf{fma}\left(\mathsf{fma}\left(0.5, x, 1\right), x, 1\right)\right) \bmod 1\right) \cdot \mathsf{fma}\left(\mathsf{fma}\left(0.5, x, -1\right), x, 1\right)\\
\mathbf{else}:\\
\;\;\;\;\left(1 \bmod 1\right) \cdot 1\\
\end{array}
\end{array}
if x < 2e-3Initial program 9.4%
Taylor expanded in x around 0
Applied rewrites8.8%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
metadata-evalN/A
fp-cancel-sub-sign-invN/A
metadata-evalN/A
metadata-evalN/A
lower-fma.f648.1
Applied rewrites8.1%
Taylor expanded in x around 0
+-commutativeN/A
*-commutativeN/A
lower-fma.f64N/A
+-commutativeN/A
lower-fma.f648.3
Applied rewrites8.3%
if 2e-3 < x Initial program 0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites0.0%
Taylor expanded in x around 0
Applied rewrites100.0%
(FPCore (x) :precision binary64 (* (fmod (- x -1.0) 1.0) 1.0))
double code(double x) {
return fmod((x - -1.0), 1.0) * 1.0;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x)
use fmin_fmax_functions
real(8), intent (in) :: x
code = mod((x - (-1.0d0)), 1.0d0) * 1.0d0
end function
def code(x): return math.fmod((x - -1.0), 1.0) * 1.0
function code(x) return Float64(rem(Float64(x - -1.0), 1.0) * 1.0) end
code[x_] := N[(N[With[{TMP1 = N[(x - -1.0), $MachinePrecision], TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]
\begin{array}{l}
\\
\left(\left(x - -1\right) \bmod 1\right) \cdot 1
\end{array}
Initial program 7.6%
Taylor expanded in x around 0
Applied rewrites7.1%
Taylor expanded in x around 0
Applied rewrites5.8%
Taylor expanded in x around 0
+-commutativeN/A
metadata-evalN/A
fp-cancel-sign-sub-invN/A
metadata-evalN/A
metadata-evalN/A
lower--.f6424.6
Applied rewrites24.6%
(FPCore (x) :precision binary64 (* (fmod 1.0 1.0) 1.0))
double code(double x) {
return fmod(1.0, 1.0) * 1.0;
}
module fmin_fmax_functions
implicit none
private
public fmax
public fmin
interface fmax
module procedure fmax88
module procedure fmax44
module procedure fmax84
module procedure fmax48
end interface
interface fmin
module procedure fmin88
module procedure fmin44
module procedure fmin84
module procedure fmin48
end interface
contains
real(8) function fmax88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(4) function fmax44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, max(x, y), y /= y), x /= x)
end function
real(8) function fmax84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, max(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmax48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), max(dble(x), y), y /= y), x /= x)
end function
real(8) function fmin88(x, y) result (res)
real(8), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(4) function fmin44(x, y) result (res)
real(4), intent (in) :: x
real(4), intent (in) :: y
res = merge(y, merge(x, min(x, y), y /= y), x /= x)
end function
real(8) function fmin84(x, y) result(res)
real(8), intent (in) :: x
real(4), intent (in) :: y
res = merge(dble(y), merge(x, min(x, dble(y)), y /= y), x /= x)
end function
real(8) function fmin48(x, y) result(res)
real(4), intent (in) :: x
real(8), intent (in) :: y
res = merge(y, merge(dble(x), min(dble(x), y), y /= y), x /= x)
end function
end module
real(8) function code(x)
use fmin_fmax_functions
real(8), intent (in) :: x
code = mod(1.0d0, 1.0d0) * 1.0d0
end function
def code(x): return math.fmod(1.0, 1.0) * 1.0
function code(x) return Float64(rem(1.0, 1.0) * 1.0) end
code[x_] := N[(N[With[{TMP1 = 1.0, TMP2 = 1.0}, Mod[Abs[TMP1], Abs[TMP2]] * Sign[TMP1]], $MachinePrecision] * 1.0), $MachinePrecision]
\begin{array}{l}
\\
\left(1 \bmod 1\right) \cdot 1
\end{array}
Initial program 7.6%
Taylor expanded in x around 0
Applied rewrites7.1%
Taylor expanded in x around 0
Applied rewrites5.8%
Taylor expanded in x around 0
Applied rewrites23.0%
herbie shell --seed 2025037
(FPCore (x)
:name "expfmod (used to be hard to sample)"
:precision binary64
(* (fmod (exp x) (sqrt (cos x))) (exp (- x))))