| Alternative 1 | |
|---|---|
| Accuracy | 86.7% |
| Cost | 20560 |

(FPCore (x.re x.im y.re y.im) :precision binary64 (/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im))))
(FPCore (x.re x.im y.re y.im)
:precision binary64
(let* ((t_0 (fma x.re y.re (* y.im x.im))))
(if (<= y.im -1.65e+106)
(* (+ x.im (* y.re (/ x.re y.im))) (/ -1.0 (hypot y.re y.im)))
(if (<= y.im -7.8e-106)
(/ 1.0 (* (hypot y.re y.im) (/ (hypot y.re y.im) t_0)))
(if (<= y.im 4.6e-190)
(* (/ 1.0 y.re) (+ x.re (/ (* y.im x.im) y.re)))
(if (<= y.im 2.65e+98)
(* (/ 1.0 (hypot y.re y.im)) (/ t_0 (hypot y.re y.im)))
(+ (/ x.im y.im) (* (/ x.re y.im) (/ y.re y.im)))))))))double code(double x_46_re, double x_46_im, double y_46_re, double y_46_im) {
return ((x_46_re * y_46_re) + (x_46_im * y_46_im)) / ((y_46_re * y_46_re) + (y_46_im * y_46_im));
}
double code(double x_46_re, double x_46_im, double y_46_re, double y_46_im) {
double t_0 = fma(x_46_re, y_46_re, (y_46_im * x_46_im));
double tmp;
if (y_46_im <= -1.65e+106) {
tmp = (x_46_im + (y_46_re * (x_46_re / y_46_im))) * (-1.0 / hypot(y_46_re, y_46_im));
} else if (y_46_im <= -7.8e-106) {
tmp = 1.0 / (hypot(y_46_re, y_46_im) * (hypot(y_46_re, y_46_im) / t_0));
} else if (y_46_im <= 4.6e-190) {
tmp = (1.0 / y_46_re) * (x_46_re + ((y_46_im * x_46_im) / y_46_re));
} else if (y_46_im <= 2.65e+98) {
tmp = (1.0 / hypot(y_46_re, y_46_im)) * (t_0 / hypot(y_46_re, y_46_im));
} else {
tmp = (x_46_im / y_46_im) + ((x_46_re / y_46_im) * (y_46_re / y_46_im));
}
return tmp;
}
function code(x_46_re, x_46_im, y_46_re, y_46_im) return Float64(Float64(Float64(x_46_re * y_46_re) + Float64(x_46_im * y_46_im)) / Float64(Float64(y_46_re * y_46_re) + Float64(y_46_im * y_46_im))) end
function code(x_46_re, x_46_im, y_46_re, y_46_im) t_0 = fma(x_46_re, y_46_re, Float64(y_46_im * x_46_im)) tmp = 0.0 if (y_46_im <= -1.65e+106) tmp = Float64(Float64(x_46_im + Float64(y_46_re * Float64(x_46_re / y_46_im))) * Float64(-1.0 / hypot(y_46_re, y_46_im))); elseif (y_46_im <= -7.8e-106) tmp = Float64(1.0 / Float64(hypot(y_46_re, y_46_im) * Float64(hypot(y_46_re, y_46_im) / t_0))); elseif (y_46_im <= 4.6e-190) tmp = Float64(Float64(1.0 / y_46_re) * Float64(x_46_re + Float64(Float64(y_46_im * x_46_im) / y_46_re))); elseif (y_46_im <= 2.65e+98) tmp = Float64(Float64(1.0 / hypot(y_46_re, y_46_im)) * Float64(t_0 / hypot(y_46_re, y_46_im))); else tmp = Float64(Float64(x_46_im / y_46_im) + Float64(Float64(x_46_re / y_46_im) * Float64(y_46_re / y_46_im))); end return tmp end
code[x$46$re_, x$46$im_, y$46$re_, y$46$im_] := N[(N[(N[(x$46$re * y$46$re), $MachinePrecision] + N[(x$46$im * y$46$im), $MachinePrecision]), $MachinePrecision] / N[(N[(y$46$re * y$46$re), $MachinePrecision] + N[(y$46$im * y$46$im), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]
code[x$46$re_, x$46$im_, y$46$re_, y$46$im_] := Block[{t$95$0 = N[(x$46$re * y$46$re + N[(y$46$im * x$46$im), $MachinePrecision]), $MachinePrecision]}, If[LessEqual[y$46$im, -1.65e+106], N[(N[(x$46$im + N[(y$46$re * N[(x$46$re / y$46$im), $MachinePrecision]), $MachinePrecision]), $MachinePrecision] * N[(-1.0 / N[Sqrt[y$46$re ^ 2 + y$46$im ^ 2], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[y$46$im, -7.8e-106], N[(1.0 / N[(N[Sqrt[y$46$re ^ 2 + y$46$im ^ 2], $MachinePrecision] * N[(N[Sqrt[y$46$re ^ 2 + y$46$im ^ 2], $MachinePrecision] / t$95$0), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[y$46$im, 4.6e-190], N[(N[(1.0 / y$46$re), $MachinePrecision] * N[(x$46$re + N[(N[(y$46$im * x$46$im), $MachinePrecision] / y$46$re), $MachinePrecision]), $MachinePrecision]), $MachinePrecision], If[LessEqual[y$46$im, 2.65e+98], N[(N[(1.0 / N[Sqrt[y$46$re ^ 2 + y$46$im ^ 2], $MachinePrecision]), $MachinePrecision] * N[(t$95$0 / N[Sqrt[y$46$re ^ 2 + y$46$im ^ 2], $MachinePrecision]), $MachinePrecision]), $MachinePrecision], N[(N[(x$46$im / y$46$im), $MachinePrecision] + N[(N[(x$46$re / y$46$im), $MachinePrecision] * N[(y$46$re / y$46$im), $MachinePrecision]), $MachinePrecision]), $MachinePrecision]]]]]]
\frac{x.re \cdot y.re + x.im \cdot y.im}{y.re \cdot y.re + y.im \cdot y.im}
\begin{array}{l}
t_0 := \mathsf{fma}\left(x.re, y.re, y.im \cdot x.im\right)\\
\mathbf{if}\;y.im \leq -1.65 \cdot 10^{+106}:\\
\;\;\;\;\left(x.im + y.re \cdot \frac{x.re}{y.im}\right) \cdot \frac{-1}{\mathsf{hypot}\left(y.re, y.im\right)}\\
\mathbf{elif}\;y.im \leq -7.8 \cdot 10^{-106}:\\
\;\;\;\;\frac{1}{\mathsf{hypot}\left(y.re, y.im\right) \cdot \frac{\mathsf{hypot}\left(y.re, y.im\right)}{t_0}}\\
\mathbf{elif}\;y.im \leq 4.6 \cdot 10^{-190}:\\
\;\;\;\;\frac{1}{y.re} \cdot \left(x.re + \frac{y.im \cdot x.im}{y.re}\right)\\
\mathbf{elif}\;y.im \leq 2.65 \cdot 10^{+98}:\\
\;\;\;\;\frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{t_0}{\mathsf{hypot}\left(y.re, y.im\right)}\\
\mathbf{else}:\\
\;\;\;\;\frac{x.im}{y.im} + \frac{x.re}{y.im} \cdot \frac{y.re}{y.im}\\
\end{array}
if y.im < -1.65000000000000004e106Initial program 42.9%
Applied egg-rr64.2%
[Start]42.9 | \[ \frac{x.re \cdot y.re + x.im \cdot y.im}{y.re \cdot y.re + y.im \cdot y.im}
\] |
|---|---|
*-un-lft-identity [=>]42.9 | \[ \frac{\color{blue}{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}}{y.re \cdot y.re + y.im \cdot y.im}
\] |
add-sqr-sqrt [=>]42.9 | \[ \frac{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}{\color{blue}{\sqrt{y.re \cdot y.re + y.im \cdot y.im} \cdot \sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
times-frac [=>]42.8 | \[ \color{blue}{\frac{1}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
hypot-def [=>]42.8 | \[ \frac{1}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
fma-def [=>]42.8 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\color{blue}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
hypot-def [=>]64.2 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}}
\] |
Taylor expanded in y.im around -inf 80.6%
Simplified88.2%
[Start]80.6 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \left(-1 \cdot \frac{x.re \cdot y.re}{y.im} + -1 \cdot x.im\right)
\] |
|---|---|
+-commutative [=>]80.6 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \color{blue}{\left(-1 \cdot x.im + -1 \cdot \frac{x.re \cdot y.re}{y.im}\right)}
\] |
mul-1-neg [=>]80.6 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \left(-1 \cdot x.im + \color{blue}{\left(-\frac{x.re \cdot y.re}{y.im}\right)}\right)
\] |
unsub-neg [=>]80.6 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \color{blue}{\left(-1 \cdot x.im - \frac{x.re \cdot y.re}{y.im}\right)}
\] |
mul-1-neg [=>]80.6 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \left(\color{blue}{\left(-x.im\right)} - \frac{x.re \cdot y.re}{y.im}\right)
\] |
associate-/l* [=>]88.1 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \left(\left(-x.im\right) - \color{blue}{\frac{x.re}{\frac{y.im}{y.re}}}\right)
\] |
associate-/r/ [=>]88.2 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \left(\left(-x.im\right) - \color{blue}{\frac{x.re}{y.im} \cdot y.re}\right)
\] |
if -1.65000000000000004e106 < y.im < -7.80000000000000019e-106Initial program 70.3%
Applied egg-rr87.1%
[Start]70.3 | \[ \frac{x.re \cdot y.re + x.im \cdot y.im}{y.re \cdot y.re + y.im \cdot y.im}
\] |
|---|---|
*-un-lft-identity [=>]70.3 | \[ \frac{\color{blue}{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}}{y.re \cdot y.re + y.im \cdot y.im}
\] |
add-sqr-sqrt [=>]70.3 | \[ \frac{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}{\color{blue}{\sqrt{y.re \cdot y.re + y.im \cdot y.im} \cdot \sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
times-frac [=>]70.2 | \[ \color{blue}{\frac{1}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
hypot-def [=>]70.2 | \[ \frac{1}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
fma-def [=>]70.2 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\color{blue}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
hypot-def [=>]87.1 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}}
\] |
Applied egg-rr87.3%
[Start]87.1 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}{\mathsf{hypot}\left(y.re, y.im\right)}
\] |
|---|---|
clear-num [=>]87.4 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \color{blue}{\frac{1}{\frac{\mathsf{hypot}\left(y.re, y.im\right)}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}}
\] |
frac-times [=>]87.3 | \[ \color{blue}{\frac{1 \cdot 1}{\mathsf{hypot}\left(y.re, y.im\right) \cdot \frac{\mathsf{hypot}\left(y.re, y.im\right)}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}}
\] |
metadata-eval [=>]87.3 | \[ \frac{\color{blue}{1}}{\mathsf{hypot}\left(y.re, y.im\right) \cdot \frac{\mathsf{hypot}\left(y.re, y.im\right)}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}
\] |
if -7.80000000000000019e-106 < y.im < 4.59999999999999984e-190Initial program 70.7%
Applied egg-rr82.8%
[Start]70.7 | \[ \frac{x.re \cdot y.re + x.im \cdot y.im}{y.re \cdot y.re + y.im \cdot y.im}
\] |
|---|---|
*-un-lft-identity [=>]70.7 | \[ \frac{\color{blue}{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}}{y.re \cdot y.re + y.im \cdot y.im}
\] |
add-sqr-sqrt [=>]70.7 | \[ \frac{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}{\color{blue}{\sqrt{y.re \cdot y.re + y.im \cdot y.im} \cdot \sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
times-frac [=>]70.7 | \[ \color{blue}{\frac{1}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
hypot-def [=>]70.7 | \[ \frac{1}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
fma-def [=>]70.7 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\color{blue}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
hypot-def [=>]82.8 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}}
\] |
Taylor expanded in y.re around inf 56.7%
Taylor expanded in y.re around inf 93.6%
if 4.59999999999999984e-190 < y.im < 2.64999999999999999e98Initial program 73.4%
Applied egg-rr81.7%
[Start]73.4 | \[ \frac{x.re \cdot y.re + x.im \cdot y.im}{y.re \cdot y.re + y.im \cdot y.im}
\] |
|---|---|
*-un-lft-identity [=>]73.4 | \[ \frac{\color{blue}{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}}{y.re \cdot y.re + y.im \cdot y.im}
\] |
add-sqr-sqrt [=>]73.4 | \[ \frac{1 \cdot \left(x.re \cdot y.re + x.im \cdot y.im\right)}{\color{blue}{\sqrt{y.re \cdot y.re + y.im \cdot y.im} \cdot \sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
times-frac [=>]73.5 | \[ \color{blue}{\frac{1}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}}
\] |
hypot-def [=>]73.5 | \[ \frac{1}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}} \cdot \frac{x.re \cdot y.re + x.im \cdot y.im}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
fma-def [=>]73.5 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\color{blue}{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}}{\sqrt{y.re \cdot y.re + y.im \cdot y.im}}
\] |
hypot-def [=>]81.7 | \[ \frac{1}{\mathsf{hypot}\left(y.re, y.im\right)} \cdot \frac{\mathsf{fma}\left(x.re, y.re, x.im \cdot y.im\right)}{\color{blue}{\mathsf{hypot}\left(y.re, y.im\right)}}
\] |
if 2.64999999999999999e98 < y.im Initial program 37.3%
Taylor expanded in y.re around 0 72.8%
Simplified89.1%
[Start]72.8 | \[ \frac{x.re \cdot y.re}{{y.im}^{2}} + \frac{x.im}{y.im}
\] |
|---|---|
+-commutative [=>]72.8 | \[ \color{blue}{\frac{x.im}{y.im} + \frac{x.re \cdot y.re}{{y.im}^{2}}}
\] |
*-commutative [=>]72.8 | \[ \frac{x.im}{y.im} + \frac{\color{blue}{y.re \cdot x.re}}{{y.im}^{2}}
\] |
unpow2 [=>]72.8 | \[ \frac{x.im}{y.im} + \frac{y.re \cdot x.re}{\color{blue}{y.im \cdot y.im}}
\] |
times-frac [=>]89.1 | \[ \frac{x.im}{y.im} + \color{blue}{\frac{y.re}{y.im} \cdot \frac{x.re}{y.im}}
\] |
Final simplification87.7%
| Alternative 1 | |
|---|---|
| Accuracy | 86.7% |
| Cost | 20560 |
| Alternative 2 | |
|---|---|
| Accuracy | 81.6% |
| Cost | 7824 |
| Alternative 3 | |
|---|---|
| Accuracy | 80.8% |
| Cost | 7696 |
| Alternative 4 | |
|---|---|
| Accuracy | 80.8% |
| Cost | 7696 |
| Alternative 5 | |
|---|---|
| Accuracy | 71.2% |
| Cost | 1497 |
| Alternative 6 | |
|---|---|
| Accuracy | 74.7% |
| Cost | 1497 |
| Alternative 7 | |
|---|---|
| Accuracy | 74.7% |
| Cost | 1497 |
| Alternative 8 | |
|---|---|
| Accuracy | 81.4% |
| Cost | 1488 |
| Alternative 9 | |
|---|---|
| Accuracy | 60.6% |
| Cost | 1300 |
| Alternative 10 | |
|---|---|
| Accuracy | 61.7% |
| Cost | 1108 |
| Alternative 11 | |
|---|---|
| Accuracy | 60.5% |
| Cost | 1108 |
| Alternative 12 | |
|---|---|
| Accuracy | 77.3% |
| Cost | 969 |
| Alternative 13 | |
|---|---|
| Accuracy | 78.1% |
| Cost | 969 |
| Alternative 14 | |
|---|---|
| Accuracy | 63.4% |
| Cost | 456 |
| Alternative 15 | |
|---|---|
| Accuracy | 42.5% |
| Cost | 192 |
herbie shell --seed 2023159
(FPCore (x.re x.im y.re y.im)
:name "_divideComplex, real part"
:precision binary64
(/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im))))